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		<id>https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11369</id>
		<title>SOCR Data Dinov 030708 APExamScores</title>
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		<updated>2011-11-08T05:56:58Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* 2007 USA AP Exam Score Distribution (Log Transformation) */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== [[SOCR_Data |SOCR Data]] - 2007 Advanced Placement (AP) Exam Scores by Discipline==&lt;br /&gt;
&lt;br /&gt;
===Data Description===&lt;br /&gt;
* '''Source''': [http://professionals.collegeboard.com/data-reports-research/ap/data-2007 The College Board AP Results for 2007].&lt;br /&gt;
&lt;br /&gt;
* '''Summary''':&lt;br /&gt;
[[Image:SOCR_Data_Dinov_APExams_062408_Fig1.png|150px|thumbnail|right| [http://www.hoover.org/publications/ednext/3260116.html AP Exams] ]]&lt;br /&gt;
&lt;br /&gt;
: The goals of collecting this data on AP exam scores by discipline was to gauge the individual success on an AP Exam in 2007. Most students view a grade of 3 or higher as a successful grade (grade range {1 (worst), 2, 3, 4, 5(best)}. Of interest was to evaluate the performance for each grade level, type of school, or geographic location.&lt;br /&gt;
&lt;br /&gt;
: This table reflects 2,533,431 AP Examinations taken by 1,464,254 students from 16,464 secondary schools.&lt;br /&gt;
&lt;br /&gt;
: Standard students generally receive most of their foreign language training in U.S. schools. They did not indicate on their answer sheet that they regularly speak or hear the foreign language of the examination, or that they have lived for one month or more   in a country where the language is spoken.&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Genders and Grace Levels)===&lt;br /&gt;
The table below contains the raw numbers of students taking different AP exams, their scores and grade levels and genders.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || colspan=&amp;quot;5&amp;quot; |Examination Grade||colspan=&amp;quot;4&amp;quot;|Summary Statistics||colspan=&amp;quot;7&amp;quot;|Grade Level||colspan=&amp;quot;2&amp;quot;|Gender&lt;br /&gt;
|-&lt;br /&gt;
|5||4||3||2||1||Number of Students||3 or Higher%||Mean Grade||Standard Deviation||9th Grade||10th Grade||11th Grade||12th Grade||Not HS||&amp;lt;9th Grade||Other||Male||Female&lt;br /&gt;
|-&lt;br /&gt;
| Biology||27996||29338||30749||33664||23049||144796||88083||3.04||1.36||1368||13311||54119||70493||85||24||5396||60597||84199&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB||44409||39682||40448||32704||54450||211693||124539||2.94||1.49||190||2655||38717||162361||484||30||7256||109095||102598&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB Subscores||32268||14168||8915||4222||4738||64311||55351||4.01||1.25||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Calculus BC||27949||11489||12095||4090||8688||64311||51533||3.71||1.42||121||1255||14142||46713||134||15||1931||38028||26283&lt;br /&gt;
|-&lt;br /&gt;
| Chemistry||14820||17462||22321||17928||24605||97136||54603||2.79||1.39||50||5550||50226||37751||220||5||3334||51743||45393&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Standard Group)**||177||71||60||24||31||363||308||3.93||1.30||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Total Group)**||2643||386||146||36||50||3261||3175||4.70||0.74||80||367||1193||1453||5||7||156||1482||1779&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science A||2902||3434||2178||1433||5102||15049||8514||2.84||1.56||215||2508||5539||6274||13||3||497||12282||2767&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science AB||1682||997||926||473||986||5064||3605||3.38||1.50||43||599||2024||2246||13||5||134||4461||603&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Macro||8462||14693||9881||10311||16769||60116||33036||2.80||1.43||109||876||6684||49818||245||2||2382||32931||27185&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Micro||6080||10300||7766||5459||7778||37383||24146||3.04||1.38||24||1109||5589||29006||228||2||1425||21438||15945&lt;br /&gt;
|-&lt;br /&gt;
| English Language||25840||51720||88529||85517||30624||282230||166089||2.85||1.12||90||4346||229191||37769||64||3||10767||104425||177805&lt;br /&gt;
|-&lt;br /&gt;
| English Literature||20829||62283||99267||90050||26049||298478||182379||2.87||1.06||20||651||23745||262341||151||4||11566||108109||190369&lt;br /&gt;
|-&lt;br /&gt;
| Environmental Science||5670||12092||9383||9183||16088||52416||27145||2.66||1.40||728||2068||17448||29665||45||0||2462||23129||29287&lt;br /&gt;
|-&lt;br /&gt;
| European History||10800||18314||34823||10910||22195||97042||63937||2.84||1.28||419||48885||15659||28580||36||1||3462||45075||51967&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Standard Group)**||1244||2510||5331||3816||3928||16829||9085||2.60||1.20||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Total Group)**||2743||3655||6643||4361||4307||21709||13041||2.82||1.28||162||1119||5943||13555||13||84||833||6535||15174&lt;br /&gt;
|-&lt;br /&gt;
| French Literature||501||487||480||337||263||2068||1468||3.30||1.34||10||111||489||1360||2||0||96||594||1474&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Standard Group)**||342||760||938||885||635||3560||2040||2.80||1.23||.||.||.||.||.||.||.||.||&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Total Group)**||1316||1160||1158||1043||720||5397||3634||3.24||1.36||80||302||1273||3505||12||39||186||2778||2619&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics Comparative||2188||2635||3000||3039||2496||13358||7823||2.92||1.35||8||711||2285||9745||15||0||594||6986||6372&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics United States||9705||30488||43245||51620||25920||160978||83438||2.67||1.13||946||8258||16900||128710||55||6||6103||75427||85551&lt;br /&gt;
|-&lt;br /&gt;
| Human Geography||3249||5183||6320||4724||9529||29005||14752||2.58||1.39||12546||5219||3874||6229||10||2||1125||13182||15823&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Standard Group)**||85||138||311||292||433||1259||534||2.32||1.24||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Total Group)**||252||209||393||329||459||1642||854||2.67||1.40||8||27||263||1267||6||0||71||582||1060&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Standard Group)**||102||66||182||99||218||667||350||2.60||1.42||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Total Group)**||724||154||314||152||323||1667||1192||3.48||1.57||31||96||456||1026||3||2||53||773||894&lt;br /&gt;
|-&lt;br /&gt;
| Latin Literature||508||549||962||612||1140||3771||2019||2.65||1.39||11||156||1564||1920||3||1||116||1766||2005&lt;br /&gt;
|-&lt;br /&gt;
| Latin Vergil||937||911||1229||931||921||4929||3077||3||1.37||36||313||2112||2299||1||1||167||2578||2351&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory||2210||2263||3400||3517||1804||13194||7873||2.97||1.29||105||1175||4239||7189||12||15||459||7507||5687&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Aural Subscore||2184||2296||3219||3767||1728||13194||7699||2.96||1.28||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Nonaural Subscore||2240||2305||3398||3461||1790||13194||7943||2.98||1.29||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Physics B||8869||9279||14931||10210||11601||54890||33079||2.88||1.35||103||1144||19411||32138||77||24||1993||35711||19179&lt;br /&gt;
|-&lt;br /&gt;
| Physics C E&amp;amp;M||3787||2871||1354||1890||1290||11192||8012||3.53||1.40||5||132||1275||9370||83||5||322||8678||2514&lt;br /&gt;
|-&lt;br /&gt;
| Physics C Mechanics||6877||6669||5268||3699||3801||26314||18814||3.35||1.38||8||218||3498||21651||99||9||831||19291||7023&lt;br /&gt;
|-&lt;br /&gt;
| Psychology||21833||30430||23851||15902||24112||116128||76114||3.09||1.41||123||3329||37075||70456||88||5||5052||40920||75208&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Standard Group)**||4299||8269||8085||9230||11290||41173||20653||2.64||1.34||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Total Group)**||20397||25383||19464||17892||18063||101199||65244||3.12||1.39||2677||11677||35429||43772||133||2864||4647||36166||65033&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Literature||1757||3464||4207||2277||3616||15321||9428||2.83||1.32||129||1114||4541||8598||7||0||932||5100||10221&lt;br /&gt;
|-&lt;br /&gt;
| Statistics||11643||21076||24922||16755||23637||98033||57641||2.80||1.34||117||3964||18782||71348||193||10||3619||48854||49179&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 2-D Design||1494||2861||4665||3674||716||13410||9020||3.06||1.07||16||212||2314||10169||22||1||676||3895||9515&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 3-D Design||223||324||935||665||173||2320||1482||2.90||1.05||5||41||300||1822||5||0||147||823||1497&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art Drawing||1681||2470||5043||3546||818||13558||9194||3.05||1.09||8||316||2506||10012||22||0||694||3964||9594&lt;br /&gt;
|-&lt;br /&gt;
| United States History||37110||66325||74153||87268||68706||333562||177588||2.75||1.29||354||27033||277343||17332||40||10||11450||151569||181993&lt;br /&gt;
|-&lt;br /&gt;
| World History||11461||17183||26616||24773||21942||101975||55260||2.72||1.28||4685||78011||10172||5561||19||4||3523||45716||56259&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution===&lt;br /&gt;
The table below contains the numbers and scores of US students taking different AP exams.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || rowspan=&amp;quot;2&amp;quot;|Examination Grade||colspan=&amp;quot;2&amp;quot;|Gender||colspan=&amp;quot;9&amp;quot;|Ethnic Group||rowspan=&amp;quot;2&amp;quot;|Total&lt;br /&gt;
|-&lt;br /&gt;
|Male||Female||Not Stated||American Indian||Asian||Black||Mexican American||Other||Other Hispanic||Puerto Rican||White&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Art History||5||730||1469||86||8||352||28||45||122||64||8||1486||2199&lt;br /&gt;
|-&lt;br /&gt;
| 4||1377||2763||160||14||670||74||138||223||213||18||2630||4140&lt;br /&gt;
|-&lt;br /&gt;
| 3||1614||3288||190||25||711||141||211||242||348||37||2997||4902&lt;br /&gt;
|-&lt;br /&gt;
| 2||1141||2332||124||16||511||145||223||163||291||35||1965||3473&lt;br /&gt;
|-&lt;br /&gt;
| 1||1296||2403||162||22||499||279||347||152||461||41||1736||3699&lt;br /&gt;
|-&lt;br /&gt;
| Total||6158||12255||722||85||2743||667||964||902||1377||139||10814||18413&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.85||2.88||2.84||2.65||2.95||2.14||2.29||3.00||2.37||2.40||3.02||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Biology||5||13617||13318||731||51||7032||398||317||1150||560||96||16600||26935&lt;br /&gt;
|-&lt;br /&gt;
| 4||13026||15463||771||100||5569||808||526||1223||726||132||18634||28489&lt;br /&gt;
|-&lt;br /&gt;
| 3||12717||17312||833||140||4954||1143||824||1177||988||182||19788||30029&lt;br /&gt;
|-&lt;br /&gt;
| 2||12309||20768||997||193||4740||2089||1555||1303||1481||272||20447||33077&lt;br /&gt;
|-&lt;br /&gt;
| 1||7354||15437||737||152||2920||3585||2174||893||1965||283||10082||22791&lt;br /&gt;
|-&lt;br /&gt;
| Total||59023||82298||4069||636||25215||8023||5396||5746||5720||965||85551||141321&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.22||2.88||2.94||2.54||3.36||2.05||2.12||3.08||2.38||2.47||3.13||3.03&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus AB||5||25366||16543||962||84||8008||512||617||1202||901||115||29508||41909&lt;br /&gt;
|-&lt;br /&gt;
| 4||20395||17916||897||110||6279||853||798||1178||947||135||27114||38311&lt;br /&gt;
|-&lt;br /&gt;
| 3||19533||19635||983||154||6015||1213||1298||1191||1216||180||26918||39168&lt;br /&gt;
|-&lt;br /&gt;
| 2||15484||16379||749||143||4744||1417||1445||1007||1231||172||20955||31863&lt;br /&gt;
|-&lt;br /&gt;
| 1||24230||29065||1438||332||6876||5334||4557||1563||3312||405||29478||53295&lt;br /&gt;
|-&lt;br /&gt;
| Total||105008||99538||5029||823||31922||9329||8715||6141||7607||1007||133973||204546&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.07||2.76||2.84||2.36||3.12||1.91||2.02||2.91||2.33||2.39||3.05||2.92&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus BC||5||17507||9396||654||53||8045||247||296||918||462||80||16148||26903&lt;br /&gt;
|-&lt;br /&gt;
| 4||6460||4771||268||25||2876||219||180||415||272||38||6938||11231&lt;br /&gt;
|-&lt;br /&gt;
| 3||6450||5410||276||25||2939||306||333||384||337||42||7218||11860&lt;br /&gt;
|-&lt;br /&gt;
| 2||2091||1944||104||18||965||138||146||138||128||17||2381||4035&lt;br /&gt;
|-&lt;br /&gt;
| 1||4382||4203||223||33||1969||494||442||323||393||30||4678||8585&lt;br /&gt;
|-&lt;br /&gt;
| Total||36890||25724||1525||154||16794||1404||1397||2178||1592||207||37363||62614&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.83||3.51||3.67||3.31||3.84||2.71||2.82||3.67||3.18||3.58||3.74||3.70&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chemistry||5||9090||4631||348||25||4372||153||104||486||204||35||7994||13721&lt;br /&gt;
|-&lt;br /&gt;
| 4||9620||6935||446||38||4151||316||207||572||322||53||10450||16555&lt;br /&gt;
|-&lt;br /&gt;
| 3||11583||9871||542||85||4371||569||432||823||552||97||13983||21454&lt;br /&gt;
|-&lt;br /&gt;
| 2||8607||8788||424||76||3034||689||499||599||559||99||11416||17395&lt;br /&gt;
|-&lt;br /&gt;
| 1||10549||13633||653||144||3535||2475||1701||945||1450||205||13074||24182&lt;br /&gt;
|-&lt;br /&gt;
| Total||49449||43858||2413||368||19463||4202||2943||3425||3087||489||56917||93307&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.55||2.76||2.25||3.14||1.81||1.82||2.72||2.12||2.21||2.80||2.77&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chinese Lang &amp;amp; Cultures||5||854||1118||77||.||1857||.||.||20||.||.||16||1972&lt;br /&gt;
|-&lt;br /&gt;
| 4||145||158||8||.||264||.||.||7||.||.||23||303&lt;br /&gt;
|-&lt;br /&gt;
| 3||65||48||11||.||76||3||.||3||.||.||19||113&lt;br /&gt;
|-&lt;br /&gt;
| 2||14||16||1||.||14||.||.||3||.||.||10||30&lt;br /&gt;
|-&lt;br /&gt;
| 1||17||25||.||.||18||2||.||1||.||.||16||42&lt;br /&gt;
|-&lt;br /&gt;
| Total||1095||1365||97||4||2229||5||4||34||3||.||84||2460&lt;br /&gt;
|-&lt;br /&gt;
| Mean||4.65||4.71||4.66||.||4.76||2.20||.||4.24||.||.||3.15||4.68&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science A||5||2386||396||51||6||717||25||25||102||51||12||1793||2782&lt;br /&gt;
|-&lt;br /&gt;
| 4||2810||491||81||8||782||56||60||124||91||14||2085||3301&lt;br /&gt;
|-&lt;br /&gt;
| 3||1726||375||48||12||485||46||51||73||61||12||1313||2101&lt;br /&gt;
|-&lt;br /&gt;
| 2||1119||261||25||6||296||41||43||59||50||11||849||1380&lt;br /&gt;
|-&lt;br /&gt;
| 1||3823||1142||144||22||1039||472||250||216||312||34||2476||4965&lt;br /&gt;
|-&lt;br /&gt;
| Total||11864||2665||349||54||3319||640||429||574||565||83||8516||14529&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.90||2.53||2.63||2.44||2.95||1.63||1.99||2.72||2.15||2.51||2.98||2.83&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science AB||5||1433||179||33||2||444||15||12||63||18||6||1019||1612&lt;br /&gt;
|-&lt;br /&gt;
| 4||831||129||10||2||247||10||17||31||14||3||626||960&lt;br /&gt;
|-&lt;br /&gt;
| 3||787||105||29||1||248||13||11||43||21||2||524||892&lt;br /&gt;
|-&lt;br /&gt;
| 2||401||53||18||2||128||10||3||16||14||2||261||454&lt;br /&gt;
|-&lt;br /&gt;
| 1||820||125||27||6||224||29||32||38||32||4||553||945&lt;br /&gt;
|-&lt;br /&gt;
| Total||4272||591||117||13||1291||77||75||191||99||17||2983||4863&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.39||3.31||3.03||2.38||3.43||2.64||2.65||3.34||2.72||3.29||3.43||3.38&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Macro||5||5037||2469||189||14||1819||68||111||278||189||20||4818||7506&lt;br /&gt;
|-&lt;br /&gt;
| 4||8373||5251||374||36||2698||279||303||495||505||47||8887||13624&lt;br /&gt;
|-&lt;br /&gt;
| 3||5234||4058||241||32||1644||313||360||341||409||44||5908||9292&lt;br /&gt;
|-&lt;br /&gt;
| 2||5146||4718||301||34||1617||402||542||364||529||75||6000||9864&lt;br /&gt;
|-&lt;br /&gt;
| 1||7212||9203||502||83||2015||1687||1746||586||1805||178||7813||16415&lt;br /&gt;
|-&lt;br /&gt;
| Total||31002||25699||1607||199||9793||2749||3062||2064||3437||364||33426||56701&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.50||2.66||2.32||3.07||1.78||1.85||2.77||2.05||2.05||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Micro||5||3697||1401||152||9||1261||44||49||193||78||10||3302||5098&lt;br /&gt;
|-&lt;br /&gt;
| 4||5791||3369||260||20||1871||177||175||340||249||32||6036||9160&lt;br /&gt;
|-&lt;br /&gt;
| 3||4012||3090||209||20||1242||226||209||264||249||47||4636||7102&lt;br /&gt;
|-&lt;br /&gt;
| 2||2654||2457||157||18||788||238||234||182||189||32||3273||5111&lt;br /&gt;
|-&lt;br /&gt;
| 1||3360||4115||247||26||950||960||635||266||619||132||3640||7475&lt;br /&gt;
|-&lt;br /&gt;
| Total||19514||14432||1025||93||6112||1645||1302||1245||1384||253||20887||33946&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.20||2.69||2.92||2.66||3.28||1.85||2.05||3.01||2.26||2.04||3.10||2.98&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lang &amp;amp; Composition||5||10163||15274||704||62||3680||402||333||1100||609||92||18455||25437&lt;br /&gt;
|-&lt;br /&gt;
| 4||19690||31194||1382||209||6156||1281||1189||2043||1592||231||36801||50884&lt;br /&gt;
|-&lt;br /&gt;
| 3||31986||55167||2391||476||9374||3941||3697||3206||3726||566||59776||87153&lt;br /&gt;
|-&lt;br /&gt;
| 2||29442||54801||2560||663||8342||7901||7949||3130||6296||804||46598||84243&lt;br /&gt;
|-&lt;br /&gt;
| 1||11540||18709||1035||300||2122||6162||4937||989||3997||342||10365||30249&lt;br /&gt;
|-&lt;br /&gt;
| Total||102821||175145||8072||1710||29674||19687||18105||10468||16220||2035||171995||277966&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.83||2.77||2.46||3.03||2.08||2.12||2.92||2.29||2.47||3.04||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lit &amp;amp; Composition||5||6482||13815||645||39||2628||264||237||871||365||72||15176||20297&lt;br /&gt;
|-&lt;br /&gt;
| 4||21394||39453||1737||213||6731||1413||1054||2151||1495||252||45801||60847&lt;br /&gt;
|-&lt;br /&gt;
| 3||35632||61469||2744||470||9489||4196||3090||3162||3487||644||69819||97101&lt;br /&gt;
|-&lt;br /&gt;
| 2||32099||56235||2574||651||8637||9177||6305||3068||5555||934||51433||88334&lt;br /&gt;
|-&lt;br /&gt;
| 1||10314||15424||855||254||2138||6879||3148||857||2974||357||8276||25738&lt;br /&gt;
|-&lt;br /&gt;
| Total||105921||186396||8555||1627||29623||21929||13834||10109||13876||2259||190505||292317&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.83||2.89||2.85||2.47||2.97||2.04||2.20||2.91||2.33||2.45||3.04||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Environmental Science||5||3313||2270||177||10||824||53||69||205||123||21||4101||5583&lt;br /&gt;
|-&lt;br /&gt;
| 4||6146||5798||365||36||1420||246||244||460||401||61||8711||11944&lt;br /&gt;
|-&lt;br /&gt;
| 3||4264||5029||285||35||1054||314||244||369||358||53||6581||9293&lt;br /&gt;
|-&lt;br /&gt;
| 2||3682||5421||300||50||973||416||323||336||479||61||6165||9103&lt;br /&gt;
|-&lt;br /&gt;
| 1||5464||10511||560||94||1593||1951||1072||644||1520||181||8360||15975&lt;br /&gt;
|-&lt;br /&gt;
| Total||22869||29029||1687||225||5864||2980||1952||2014||2881||377||33918||51898&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.45||2.58||2.19||2.81||1.67||1.93||2.63||2.00||2.15||2.82||2.65&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|European History||5||5633||4933||301||19||1662||109||120||425||262||29||7639||10566&lt;br /&gt;
|-&lt;br /&gt;
| 4||9106||8811||527||61||2481||304||275||753||508||78||12930||17917&lt;br /&gt;
|-&lt;br /&gt;
| 3||16137||18077||986||139||4169||939||881||1393||1098||181||24428||34214&lt;br /&gt;
|-&lt;br /&gt;
| 2||4661||6079||324||56||1271||438||408||401||455||74||7313||10740&lt;br /&gt;
|-&lt;br /&gt;
| 1||8737||13161||730||116||2377||1761||1557||927||1364||227||12839||21898&lt;br /&gt;
|-&lt;br /&gt;
| Total||44274||51061||2868||391||11960||3551||3241||3899||3687||589||65149||95335&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.73||2.77||2.52||2.98||2.03||2.07||2.83||2.42||2.33||2.93||2.84&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Language||5||701||1450||91||1||201||144||23||170||87||6||1428||2151&lt;br /&gt;
|-&lt;br /&gt;
| 4||884||2221||114||4||374||182||58||220||111||10||2032||3105&lt;br /&gt;
|-&lt;br /&gt;
| 3||1810||4237||193||10||783||302||180||298||273||7||4001||6047&lt;br /&gt;
|-&lt;br /&gt;
| 2||1161||2981||163||12||498||204||181||180||191||7||2706||4142&lt;br /&gt;
|-&lt;br /&gt;
| 1||1286||2924||134||12||466||300||329||188||308||25||2448||4210&lt;br /&gt;
|-&lt;br /&gt;
| Total||5842||13813||695||39||2322||1132||771||1056||970||55||12615||19655&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.73||2.81||2.23||2.72||2.70||2.05||3.00||2.46||2.36||2.78||2.74&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Literature||5||118||314||28||.||44||13||6||28||14||2||297||432&lt;br /&gt;
|-&lt;br /&gt;
| 4||114||319||16||.||53||23||4||24||11||2||300||433&lt;br /&gt;
|-&lt;br /&gt;
| 3||121||322||24||.||50||27||5||25||17||||294||443&lt;br /&gt;
|-&lt;br /&gt;
| 2||101||217||14||.||38||17||10||20||13||1||205||318&lt;br /&gt;
|-&lt;br /&gt;
| 1||85||166||7||.||24||17||3||12||20||1||167||251&lt;br /&gt;
|-&lt;br /&gt;
| Total||539||1338||89||1||209||97||28||109||75||6||1263||1877&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.15||3.30||3.49||.||3.26||2.98||3.00||3.33||2.81||3.50||3.28||3.25&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|German Language||5||464||510||39||2||48||18||1||44||13||1||808||974&lt;br /&gt;
|-&lt;br /&gt;
| 4||533||530||25||4||72||14||10||46||20||1||871||1063&lt;br /&gt;
|-&lt;br /&gt;
| 3||600||516||29||3||67||15||9||37||24||3||929||1116&lt;br /&gt;
|-&lt;br /&gt;
| 2||530||499||30||3||62||11||16||39||19||6||843||1029&lt;br /&gt;
|-&lt;br /&gt;
| 1||415||298||20||7||44||30||24||24||30||5||529||713&lt;br /&gt;
|-&lt;br /&gt;
| Total||2542||2353||143||19||293||88||60||190||106||16||3980||4895&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.19||3.23||2.53||3.06||2.76||2.13||3.25||2.69||2.19||3.15||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics Comp||5||1256||784||60||2||281||28||29||78||62||8||1492||2040&lt;br /&gt;
|-&lt;br /&gt;
| 4||1461||1057||92||11||340||47||50||106||77||11||1784||2518&lt;br /&gt;
|-&lt;br /&gt;
| 3||1488||1390||104||17||344||90||61||134||103||23||2002||2878&lt;br /&gt;
|-&lt;br /&gt;
| 2||1481||1456||85||10||322||156||81||148||127||17||1991||2937&lt;br /&gt;
|-&lt;br /&gt;
| 1||1072||1382||106||22||262||262||134||114||147||24||1383||2454&lt;br /&gt;
|-&lt;br /&gt;
| Total||6758||6069||447||62||1549||583||355||580||516||83||8652||12827&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.74||2.81||2.37||3.04||2.01||2.32||2.80||2.57||2.54||3.00||2.90&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics US||5||5392||4272||267||18||1341||127||138||359||186||25||7203||9664&lt;br /&gt;
|-&lt;br /&gt;
| 4||16375||13992||829||100||3901||580||624||1113||825||131||22264||30367&lt;br /&gt;
|-&lt;br /&gt;
| 3||21584||21509||1101||179||5304||1464||1385||1518||1544||242||30356||43093&lt;br /&gt;
|-&lt;br /&gt;
| 2||22468||28942||1483||279||6275||3227||3145||1925||2815||401||31860||51410&lt;br /&gt;
|-&lt;br /&gt;
| 1||9325||16487||757||160||2885||4032||3439||972||3194||304||10069||25812&lt;br /&gt;
|-&lt;br /&gt;
| Total||75144||85202||4437||736||19706||9430||8731||5887||8564||1103||101752||160346&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.81||2.54||2.63||2.37||2.72||1.89||1.96||2.65||2.07||2.25||2.85||2.67&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Human Geography||5||1765||1310||72||10||446||69||44||122||96||17||2199||3075&lt;br /&gt;
|-&lt;br /&gt;
| 4||2538||2491||145||16||639||184||89||187||228||22||3519||5029&lt;br /&gt;
|-&lt;br /&gt;
| 3||2929||3260||169||21||676||323||170||252||411||63||4104||6189&lt;br /&gt;
|-&lt;br /&gt;
| 2||2019||2627||140||24||448||386||210||176||350||60||2852||4646&lt;br /&gt;
|-&lt;br /&gt;
| 1||3614||5834||329||44||710||1843||645||385||949||196||4347||9448&lt;br /&gt;
|-&lt;br /&gt;
| Total||12865||15522||855||115||2919||2805||1158||1122||2034||358||17021||28387&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.41||2.40||2.34||2.88||1.66||1.86||2.54||2.10||1.89||2.79||2.56&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Italian Language||5||73||122||6||.||5||2||4||11||32||2||131||195&lt;br /&gt;
|-&lt;br /&gt;
| 4||61||127||8||.||2||2||9||8||41||1||117||188&lt;br /&gt;
|-&lt;br /&gt;
| 3||127||258||11||.||23||3||13||13||63||7||252||385&lt;br /&gt;
|-&lt;br /&gt;
| 2||114||214||12||.||16||5||7||12||41||5||230||328&lt;br /&gt;
|-&lt;br /&gt;
| 1||172||287||19||.||18||9||11||14||27||9||352||459&lt;br /&gt;
|-&lt;br /&gt;
| Total||547||1008||56||2||64||21||44||58||204||24||1082||1555&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.54||2.59||2.46||.||2.38||2.19||2.73||2.83||3.05||2.25||2.49||2.57&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Japanese Lang &amp;amp; Culture||5||210||226||18||.||351||1||||30||1||.||34||436&lt;br /&gt;
|-&lt;br /&gt;
| 4||63||66||6||.||79||1||1||5||2||.||34||129&lt;br /&gt;
|-&lt;br /&gt;
| 3||131||171||15||.||172||9||4||13||4||.||85||302&lt;br /&gt;
|-&lt;br /&gt;
| 2||68||79||4||.||67||7||1||13||1||.||54||147&lt;br /&gt;
|-&lt;br /&gt;
| 1||163||151||13||.||116||9||7||18||12||.||136||314&lt;br /&gt;
|-&lt;br /&gt;
| Total||635||693||56||1||785||27||13||79||20||4||343||1328&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.14||3.20||3.21||.||3.61||2.19||1.92||3.20||1.95||.||2.35||3.17&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Literature||5||239||265||18||1||92||10||3||22||7||2||349||504&lt;br /&gt;
|-&lt;br /&gt;
| 4||243||302||18||||83||17||3||27||3||1||393||545&lt;br /&gt;
|-&lt;br /&gt;
| 3||450||503||31||2||117||27||12||41||10||1||712||953&lt;br /&gt;
|-&lt;br /&gt;
| 2||276||332||23||3||60||21||11||22||7||.||461||608&lt;br /&gt;
|-&lt;br /&gt;
| 1||553||585||35||7||134||42||17||46||41||5||811||1138&lt;br /&gt;
|-&lt;br /&gt;
| Total||1761||1987||125||13||486||117||46||158||68||9||2726||3748&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.62||2.66||2.69||1.85||2.87||2.42||2.22||2.73||1.94||2.44||2.64||2.64&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Vergil||5||489||436||32||.||136||16||6||48||11||1||675||925&lt;br /&gt;
|-&lt;br /&gt;
| 4||512||393||36||4||109||15||6||42||12||4||677||905&lt;br /&gt;
|-&lt;br /&gt;
| 3||646||582||34||6||137||28||12||49||21||5||936||1228&lt;br /&gt;
|-&lt;br /&gt;
| 2||475||453||26||5||77||28||16||34||23||3||716||928&lt;br /&gt;
|-&lt;br /&gt;
| 1||449||471||40||8||66||32||26||28||22||1||697||920&lt;br /&gt;
|-&lt;br /&gt;
| Total||2571||2335||168||23||525||119||66||201||89||14||3701||4906&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.94||2.96||2.26||3.33||2.62||2.24||3.24||2.63||3.07||2.98||3.00&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Music Theory||5||1359||779||73||5||334||32||21||57||38||8||1570||2138&lt;br /&gt;
|-&lt;br /&gt;
| 4||1277||946||72||10||299||52||35||64||40||12||1639||2223&lt;br /&gt;
|-&lt;br /&gt;
| 3||1880||1482||86||20||380||102||67||104||126||32||2445||3362&lt;br /&gt;
|-&lt;br /&gt;
| 2||1886||1596||119||18||362||224||109||127||153||41||2329||3482&lt;br /&gt;
|-&lt;br /&gt;
| 1||1011||777||64||15||146||249||82||62||165||30||975||1788&lt;br /&gt;
|-&lt;br /&gt;
| Total||7413||5580||414||68||1521||659||314||414||522||123||8958||12993&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.88||2.93||2.59||3.21||2.08||2.38||2.82||2.30||2.41||3.06||2.96&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics B||5||6142||1856||203||20||2031||54||69||288||137||28||5168||7998&lt;br /&gt;
|-&lt;br /&gt;
| 4||6279||2507||235||27||1750||133||128||276||194||35||6008||8786&lt;br /&gt;
|-&lt;br /&gt;
| 3||9545||4884||406||42||2664||310||364||510||396||60||9677||14429&lt;br /&gt;
|-&lt;br /&gt;
| 2||6085||3896||257||43||1755||414||384||315||403||63||6347||9981&lt;br /&gt;
|-&lt;br /&gt;
| 1||6148||5293||340||74||1810||1137||1112||431||882||89||5566||11441&lt;br /&gt;
|-&lt;br /&gt;
| Total||34199||18436||1441||206||10010||2048||2057||1820||2012||275||32766||52635&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.55||2.79||2.40||3.04||1.81||1.86||2.82||2.16||2.45||2.97||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Elec &amp;amp; Magnet||5||2971||616||97||7||1107||28||23||120||59||5||2141||3587&lt;br /&gt;
|-&lt;br /&gt;
| 4||2143||622||70||13||755||40||31||101||59||9||1687||2765&lt;br /&gt;
|-&lt;br /&gt;
| 3||987||332||28||3||351||32||29||37||22||6||811||1319&lt;br /&gt;
|-&lt;br /&gt;
| 2||1339||503||61||5||425||47||34||56||48||8||1158||1842&lt;br /&gt;
|-&lt;br /&gt;
| 1||918||357||39||3||306||40||40||47||64||5||731||1275&lt;br /&gt;
|-&lt;br /&gt;
| Total||8358||2430||295||31||2944||187||157||361||252||33||6528||10788&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.59||3.26||3.42||3.52||3.66||2.83||2.76||3.53||3.00||3.03||3.51||3.51&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Mechanics||5||5252||1252||166||16||1894||45||52||207||107||18||3999||6504&lt;br /&gt;
|-&lt;br /&gt;
| 4||4847||1634||188||12||1490||74||76||218||138||26||4259||6481&lt;br /&gt;
|-&lt;br /&gt;
| 3||3789||1381||137||26||1034||106||102||157||134||19||3455||5170&lt;br /&gt;
|-&lt;br /&gt;
| 2||2478||1163||93||24||703||119||97||108||144||23||2330||3641&lt;br /&gt;
|-&lt;br /&gt;
| 1||2328||1430||109||20||771||270||230||136||226||25||1971||3758&lt;br /&gt;
|-&lt;br /&gt;
| Total||18694||6860||693||98||5892||614||557||826||749||111||16014||25554&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.44||3.02||3.30||2.80||3.51||2.19||2.32||3.31||2.67||2.90||3.37||3.33&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Psychology||5||7439||13750||589||59||3260||384||233||783||575||101||15205||21189&lt;br /&gt;
|-&lt;br /&gt;
| 4||10963||18770||844||125||3776||1064||545||1127||1110||184||20958||29733&lt;br /&gt;
|-&lt;br /&gt;
| 3||8488||14926||656||117||2645||1212||597||847||1008||183||16149||23414&lt;br /&gt;
|-&lt;br /&gt;
| 2||5378||10244||466||77||1664||1196||548||568||839||138||10126||15622&lt;br /&gt;
|-&lt;br /&gt;
| 1||7682||15958||818||124||2521||3665||1469||945||2098||283||11717||23640&lt;br /&gt;
|-&lt;br /&gt;
| Total||39950||73648||3373||502||13866||7521||3392||4270||5630||889||74155||113598&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.13||3.06||2.98||2.84||3.26||2.11||2.27||3.06||2.51||2.64||3.24||3.08&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Language||5||6585||13170||529||6||809||91||7237||416||6845||356||3466||19755&lt;br /&gt;
|-&lt;br /&gt;
| 4||8649||16516||790||22||1334||228||8890||543||6575||461||6322||25165&lt;br /&gt;
|-&lt;br /&gt;
| 3||6886||12473||598||32||1211||314||6239||468||4108||331||6058||19359&lt;br /&gt;
|-&lt;br /&gt;
| 2||6435||11365||580||43||1327||458||4785||483||3121||303||6700||17800&lt;br /&gt;
|-&lt;br /&gt;
| 1||7121||10879||642||56||1388||1210||3488||549||2397||274||7996||18000&lt;br /&gt;
|-&lt;br /&gt;
| Total||35676||64403||3139||159||6069||2301||30639||2459||23046||1725||30542||100079&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.03||3.15||2.99||2.24||2.81||1.93||3.38||2.92||3.54||3.19||2.69||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Literature||5||452||1057||47||1||78||9||413||40||536||17||368||1509&lt;br /&gt;
|-&lt;br /&gt;
| 4||946||2324||104||1||148||24||1283||65||1024||41||580||3270&lt;br /&gt;
|-&lt;br /&gt;
| 3||1309||2812||95||1||111||30||1929||69||1355||48||483||4121&lt;br /&gt;
|-&lt;br /&gt;
| 2||742||1520||57||2||48||17||1114||28||751||32||213||2262&lt;br /&gt;
|-&lt;br /&gt;
| 1||1415||2173||149||3||49||56||1676||53||1177||84||341||3588&lt;br /&gt;
|-&lt;br /&gt;
| Total||4864||9886||452||8||434||136||6415||255||4843||222||1985||14750&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.65||2.86||2.65||2.38||3.36||2.36||2.63||3.04||2.79||2.44||3.21||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Statistics||5||7099||4232||264||16||2675||92||98||342||152||31||7661||11331&lt;br /&gt;
|-&lt;br /&gt;
| 4||11470||9124||505||65||3697||335||265||583||445||67||14632||20594&lt;br /&gt;
|-&lt;br /&gt;
| 3||11984||12499||606||95||3668||645||520||751||697||97||17404||24483&lt;br /&gt;
|-&lt;br /&gt;
| 2||7526||9005||501||74||2228||748||543||529||640||100||11168||16531&lt;br /&gt;
|-&lt;br /&gt;
| 1||9864||13479||741||123||3142||2776||1516||833||1518||239||12455||23343&lt;br /&gt;
|-&lt;br /&gt;
| Total||47943||48339||2617||373||15410||4596||2942||3038||3452||534||63320||96282&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.97||2.62||2.64||2.40||3.03||1.74||1.94||2.69||2.15||2.16||2.90||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 2-D Design||5||471||959||41||8||172||41||30||57||66||11||1004||1430&lt;br /&gt;
|-&lt;br /&gt;
| 4||755||2012||110||10||275||95||82||104||149||16||1926||2767&lt;br /&gt;
|-&lt;br /&gt;
| 3||1267||3258||156||28||390||198||177||164||236||38||3138||4525&lt;br /&gt;
|-&lt;br /&gt;
| 2||1037||2526||146||32||271||215||164||154||208||37||2336||3563&lt;br /&gt;
|-&lt;br /&gt;
| 1||261||440||23||4||36||84||63||28||64||16||383||701&lt;br /&gt;
|-&lt;br /&gt;
| Total||3791||9195||476||82||1144||633||516||507||723||118||8787||12986&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.06||3.00||2.83||3.24||2.67||2.71||3.02||2.92||2.74||3.09||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 3-D Design||5||93||123||6||||14||7||9||3||10||2||165||216&lt;br /&gt;
|-&lt;br /&gt;
| 4||124||191||13||2||27||18||17||11||24||1||202||315&lt;br /&gt;
|-&lt;br /&gt;
| 3||304||615||37||7||69||34||44||50||58||3||617||919&lt;br /&gt;
|-&lt;br /&gt;
| 2||223||437||25||6||51||41||41||33||42||6||415||660&lt;br /&gt;
|-&lt;br /&gt;
| 1||68||103||1||1||18||22||14||10||15||||90||171&lt;br /&gt;
|-&lt;br /&gt;
| Total||812||1469||82||16||179||122||125||107||149||12||1489||2281&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.94||2.86||2.98||2.63||2.82||2.57||2.73||2.66||2.81||2.92||2.96||2.89&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art Drawing||5||424||1184||57||4||312||55||38||57||80||10||995||1608&lt;br /&gt;
|-&lt;br /&gt;
| 4||614||1762||73||10||350||87||94||84||128||21||1529||2376&lt;br /&gt;
|-&lt;br /&gt;
| 3||1407||3490||162||22||589||214||220||210||287||37||3156||4897&lt;br /&gt;
|-&lt;br /&gt;
| 2||1049||2362||144||23||315||257||234||150||201||31||2056||3411&lt;br /&gt;
|-&lt;br /&gt;
| 1||348||436||36||7||52||157||72||32||69||12||347||784&lt;br /&gt;
|-&lt;br /&gt;
| Total||3842||9234||472||66||1618||770||658||533||765||111||8083||13076&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.93||3.10||2.94||2.71||3.34||2.51||2.68||2.97||2.93||2.87||3.10||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|US History||5||19202||17597||1057||80||6010||611||524||1529||871||134||25983||36799&lt;br /&gt;
|-&lt;br /&gt;
| 4||32938||32925||1773||243||8289||1704||1493||2647||1752||315||47647||65863&lt;br /&gt;
|-&lt;br /&gt;
| 3||34953||38735||1968||339||7943||2938||2524||2697||2539||393||52347||73688&lt;br /&gt;
|-&lt;br /&gt;
| 2||37502||49139||2430||545||8607||5536||5110||3099||4078||650||56586||86641&lt;br /&gt;
|-&lt;br /&gt;
| 1||25869||42321||2118||540||6089||10268||8330||2446||6283||844||31272||68190&lt;br /&gt;
|-&lt;br /&gt;
| Total||150464||180717||9346||1747||36938||21057||17981||12418||15523||2336||213835||331181&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.64||2.70||2.30||2.99||1.90||1.93||2.82||2.15||2.25||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|World History||5||6296||4926||260||31||1921||244||168||526||299||51||7722||11222&lt;br /&gt;
|-&lt;br /&gt;
| 4||8766||8188||402||70||2570||591||451||726||577||84||11483||16954&lt;br /&gt;
|-&lt;br /&gt;
| 3||12593||13777||696||130||3841||1357||1067||1079||1301||215||16684||26370&lt;br /&gt;
|-&lt;br /&gt;
| 2||10102||14503||690||131||3166||1990||1754||1058||1714||249||13853||24605&lt;br /&gt;
|-&lt;br /&gt;
| 1||7472||14396||743||128||1951||3754||2939||807||2727||344||8475||21868&lt;br /&gt;
|-&lt;br /&gt;
| Total||45229||55790||2791||490||13449||7936||6379||4196||6618||943||58217||101019&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.55||2.55||2.48||2.95||1.94||1.93||2.79||2.09||2.20||2.93||2.71&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;6&amp;quot;|Number of Students at Each Grade Level||9/10||101538||124905||5760||935||30886||14085||17858||9133||15675||1879||130232||226443&lt;br /&gt;
|-&lt;br /&gt;
| 11||232003||309833||12672||2918||60620||34079||36140||19844||32393||4088||339082||541836&lt;br /&gt;
|-&lt;br /&gt;
| 12||263655||340942||13422||2986||66847||40389||31527||19353||32595||4974||392504||604597&lt;br /&gt;
|-&lt;br /&gt;
| &amp;lt;9||1198||1941||45||2||61||16||2041||44||762||5||163||3139&lt;br /&gt;
|-&lt;br /&gt;
| Not HS||25269||30885||9347||243||4091||4005||3941||1894||3949||496||28188||56154&lt;br /&gt;
|-&lt;br /&gt;
| Total||623663||808506||41246||7084||162505||92574||91507||50268||85374||11442||890169||1432169&lt;br /&gt;
|}&lt;br /&gt;
&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution (Log Transformation)===&lt;br /&gt;
&lt;br /&gt;
The table below is an expansion of the 2007 USA AP Exam Score Distribution table above. The style of the table was reformatted and the data was transformed by adding 1 to the numbers and then taking a logarithm of result (&amp;lt;math&amp;gt;data = ln(raw data+1)&amp;lt;/math&amp;gt;). Also, the missing data present in the previous table have been substituted with zeroes.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| '''Examination_Grade'''||'''Discipline'''||'''Gender'''||'''Not_Stated'''||'''American_Indian'''||'''Asian'''||'''Black'''||'''Mexican_American'''||'''Other'''||'''Other_Hispanic'''||'''Puerto_Rican'''||'''White'''||'''Total'''&lt;br /&gt;
|-&lt;br /&gt;
|5||Art_History||Male||3.3322||0||4.8828||1.7918||2.9957||3.5553||3.2958||1.7918||6.1821||6.5944&lt;br /&gt;
|-&lt;br /&gt;
|4||Art_History||Male||3.8712||1.7918||5.5053||3.1355||4.0431||4.3307||4.4659||1.9459||6.7286||7.2284&lt;br /&gt;
|-&lt;br /&gt;
|3||Art_History||Male||4.2905||2.1972||5.591||3.6889||4.3944||4.5218||4.7791||2.3026||6.8363||7.3871&lt;br /&gt;
|-&lt;br /&gt;
|2||Art_History||Male||3.6109||1.0986||5.3423||3.9318||4.3567||3.9512||4.7362||2.6391||6.3835||7.0405&lt;br /&gt;
|-&lt;br /&gt;
|1||Art_History||Male||4.3041||1.6094||5.3083||4.5109||4.8903||3.989||5.0304||2.8904||6.3544||7.1678&lt;br /&gt;
|-&lt;br /&gt;
|5||Biology||Male||5.9216||3.2581||8.1724||5.0999||5.2781||6.3716||5.7203||3.989||9.0337||9.5191&lt;br /&gt;
|-&lt;br /&gt;
|4||Biology||Male||5.9402||3.912||7.8868||5.7366||5.6204||6.3226||5.9243||4.0604||9.0322||9.4748&lt;br /&gt;
|-&lt;br /&gt;
|3||Biology||Male||5.8916||4.2047||7.6875||6.0186||6.0137||6.2166||6.0684||4.4543||9.0212||9.4508&lt;br /&gt;
|-&lt;br /&gt;
|2||Biology||Male||6.0137||4.3438||7.5822||6.4968||6.5206||6.1527||6.3665||4.7536||8.9037||9.4182&lt;br /&gt;
|-&lt;br /&gt;
|1||Biology||Male||5.6802||3.989||6.9967||6.9422||6.582||5.7268||6.4216||4.4188||8.0586||8.9031&lt;br /&gt;
|-&lt;br /&gt;
|5||Calculus_AB||Male||6.3986||4.2047||8.4085||5.6419||6.0403||6.5482||6.3261||4.3694||9.8083||10.1412&lt;br /&gt;
|-&lt;br /&gt;
|4||Calculus_AB||Male||6.2403||4.1744||8.0712||6.073||6.1334||6.3682||6.2596||4.2905||9.5854||9.9231&lt;br /&gt;
|-&lt;br /&gt;
|3||Calculus_AB||Male||6.25||4.3567||7.954||6.2785||6.5695||6.3491||6.4661||4.5433||9.5137||9.8799&lt;br /&gt;
|-&lt;br /&gt;
|2||Calculus_AB||Male||5.9506||4.3944||7.7222||6.3279||6.593||6.1738||6.3936||4.3438||9.2423||9.6476&lt;br /&gt;
|-&lt;br /&gt;
|1||Calculus_AB||Male||6.561||4.9972||8.0675||7.5843||7.6118||6.5177||7.2499||5.3033||9.5411||10.0954&lt;br /&gt;
|-&lt;br /&gt;
|5||Calculus_BC||Male||6.0591||3.6889||8.497||5.0039||5.3566||6.3439||5.8051||4.0604||9.2899||9.7704&lt;br /&gt;
|-&lt;br /&gt;
|4||Calculus_BC||Male||5.0304||2.9957||7.3389||4.7449||4.7449||5.4931||5.2095||3.2189||8.3129||8.7735&lt;br /&gt;
|-&lt;br /&gt;
|3||Calculus_BC||Male||5.124||2.8332||7.3382||5.0304||5.3083||5.4116||5.2933||3.0445||8.2782||8.772&lt;br /&gt;
|-&lt;br /&gt;
|2||Calculus_BC||Male||4.0431||2.5649||6.1675||4.1744||4.4659||4.1589||4.2047||2.3026||7.1389||7.6459&lt;br /&gt;
|-&lt;br /&gt;
|1||Calculus_BC||Male||4.7622||2.7726||6.9217||5.3181||5.4205||5.0562||5.3132||3.0445||7.7969||8.3855&lt;br /&gt;
|-&lt;br /&gt;
|5||Chemistry||Male||5.4072||2.7726||7.8755||4.5747||4.2627||5.8141||4.92||3.0445||8.6246||9.115&lt;br /&gt;
|-&lt;br /&gt;
|4||Chemistry||Male||5.6168||3.2581||7.7151||5.112||4.9698||5.8021||5.2832||3.5553||8.7344||9.1717&lt;br /&gt;
|-&lt;br /&gt;
|3||Chemistry||Male||5.6525||3.989||7.6948||5.591||5.5255||6.0355||5.6937||3.9703||8.9579||9.3574&lt;br /&gt;
|-&lt;br /&gt;
|2||Chemistry||Male||5.3936||3.8067||7.2869||5.5947||5.5373||5.6276||5.591||3.9512||8.6603||9.0604&lt;br /&gt;
|-&lt;br /&gt;
|1||Chemistry||Male||5.7462||4.2341||7.3715||6.8112||6.6695||6.0064||6.4184||4.4067||8.6637||9.2639&lt;br /&gt;
|-&lt;br /&gt;
|5||Chinese_Lang._&amp;amp;_Cultures||Male||3.8286||0||6.672||0||0||2.1972||0||0||2.5649||6.7511&lt;br /&gt;
|-&lt;br /&gt;
|4||Chinese_Lang._&amp;amp;_Cultures||Male||1.6094||0||4.8598||0||0||1.3863||0||0||2.3979||4.9836&lt;br /&gt;
|-&lt;br /&gt;
|3||Chinese_Lang._&amp;amp;_Cultures||Male||1.6094||0||3.8286||0||0||1.0986||0||0||2.5649||4.1897&lt;br /&gt;
|-&lt;br /&gt;
|2||Chinese_Lang._&amp;amp;_Cultures||Male||0.6931||0||2.0794||0||0||1.0986||0||0||1.3863||2.7081&lt;br /&gt;
|-&lt;br /&gt;
|1||Chinese_Lang._&amp;amp;_Cultures||Male||0||0||2.1972||0||0||0.6931||0||0||2.0794||2.8904&lt;br /&gt;
|-&lt;br /&gt;
|5||Computer_Science_A||Male||3.8067||1.6094||6.3315||3.1355||3.1355||4.4886||3.8067||2.5649||7.3715||7.7778&lt;br /&gt;
|-&lt;br /&gt;
|4||Computer_Science_A||Male||4.3175||1.9459||6.3886||3.8712||4.0073||4.6913||4.3438||2.6391||7.517||7.9413&lt;br /&gt;
|-&lt;br /&gt;
|3||Computer_Science_A||Male||3.7377||2.5649||5.8916||3.5264||3.7377||4.1431||3.8918||2.3026||7.0211||7.4541&lt;br /&gt;
|-&lt;br /&gt;
|2||Computer_Science_A||Male||3.1355||1.7918||5.3519||3.4657||3.3322||3.8286||3.7377||2.3026||6.593||7.0211&lt;br /&gt;
|-&lt;br /&gt;
|1||Computer_Science_A||Male||4.6444||2.9957||6.6187||5.7203||5.193||5.0814||5.4161||3.3673||7.63||8.2491&lt;br /&gt;
|-&lt;br /&gt;
|5||Computer_Science_AB||Male||3.4012||1.0986||5.9189||2.6391||2.4849||3.9703||2.7081||1.9459||6.8416||7.2682&lt;br /&gt;
|-&lt;br /&gt;
|4||Computer_Science_AB||Male||2.3026||1.0986||5.2983||2.1972||2.7081||3.2958||2.3979||1.3863||6.3297||6.7238&lt;br /&gt;
|-&lt;br /&gt;
|3||Computer_Science_AB||Male||3.3673||0.6931||5.2983||2.4849||2.3026||3.6376||2.9444||1.0986||6.18||6.6695&lt;br /&gt;
|-&lt;br /&gt;
|2||Computer_Science_AB||Male||2.7081||1.0986||4.6913||2.3026||1.0986||2.7081||2.4849||0.6931||5.4848||5.9965&lt;br /&gt;
|-&lt;br /&gt;
|1||Computer_Science_AB||Male||3.2581||1.7918||5.1874||3.2581||3.3322||3.5264||3.3673||1.3863||6.2086||6.7105&lt;br /&gt;
|-&lt;br /&gt;
|5||Economics_Macro||Male||4.8828||2.3979||6.9939||3.8286||4.3694||5.2149||4.9345||2.5649||8.1173||8.5248&lt;br /&gt;
|-&lt;br /&gt;
|4||Economics_Macro||Male||5.4467||3.3673||7.3518||4.9488||5.1591||5.6802||5.7589||3.4965||8.6312||9.0329&lt;br /&gt;
|-&lt;br /&gt;
|3||Economics_Macro||Male||4.9127||3.0445||6.7452||4.9767||5.3566||5.2417||5.5094||2.9444||8.1386||8.5631&lt;br /&gt;
|-&lt;br /&gt;
|2||Economics_Macro||Male||5.1059||2.9444||6.725||5.2523||5.6058||5.247||5.5759||3.5553||8.0665||8.5462&lt;br /&gt;
|-&lt;br /&gt;
|1||Economics_Macro||Male||5.4806||3.7612||6.8469||6.4345||6.6267||5.5373||6.5525||4.4427||8.1828||8.8836&lt;br /&gt;
|-&lt;br /&gt;
|5||Economics_Micro||Male||4.6913||2.3026||6.7117||3.4012||3.6889||4.9972||4.1271||2.0794||7.8148||8.2155&lt;br /&gt;
|-&lt;br /&gt;
|4||Economics_Micro||Male||5.0876||2.8332||6.9903||4.5433||4.7095||5.366||5.1417||3.0445||8.2749||8.6642&lt;br /&gt;
|-&lt;br /&gt;
|3||Economics_Micro||Male||4.8442||2.4849||6.4599||4.7095||4.7185||4.9488||5.1059||3.2189||7.8969||8.2973&lt;br /&gt;
|-&lt;br /&gt;
|2||Economics_Micro||Male||4.4308||2.3026||5.9989||4.7536||4.7185||4.5326||4.625||2.7726||7.4541||7.8842&lt;br /&gt;
|-&lt;br /&gt;
|1||Economics_Micro||Male||4.7958||2.1972||6.0822||5.8861||5.656||4.8363||5.649||4.1109||7.4289||8.12&lt;br /&gt;
|-&lt;br /&gt;
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|3||English_Lang._&amp;amp;_Composition||Male||6.7901||5.112||8.2404||7.0859||7.2335||7.0622||7.1763||5.3799||9.9932||10.3731&lt;br /&gt;
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|2||English_Lang._&amp;amp;_Composition||Male||6.9058||5.4848||8.1107||7.7178||7.9208||6.9622||7.6295||5.6312||9.7103||10.2902&lt;br /&gt;
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|5||English_Lit._&amp;amp;_Composition||Male||5.3566||2.5649||6.7166||4.0943||4.2767||5.6168||4.6821||2.9444||8.4982||8.7769&lt;br /&gt;
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|4||English_Lit._&amp;amp;_Composition||Male||6.4489||4.4659||7.8548||5.9216||5.8693||6.5639||6.2729||4.5326||9.6833||9.9709&lt;br /&gt;
|-&lt;br /&gt;
|3||English_Lit._&amp;amp;_Composition||Male||6.9717||5.124||8.2449||7.0825||7.0166||7.03||7.1476||5.4765||10.1524||10.481&lt;br /&gt;
|-&lt;br /&gt;
|2||English_Lit._&amp;amp;_Composition||Male||6.9315||5.3891||8.1753||7.8403||7.7324||6.981||7.5342||5.7203||9.8647||10.3766&lt;br /&gt;
|-&lt;br /&gt;
|1||English_Lit._&amp;amp;_Composition||Male||5.9865||4.585||6.9266||7.7213||7.1405||5.8551||6.9856||4.9127||8.2226||9.2414&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
|4||Environmental_Science||Male||5.2575||2.7726||6.5958||4.804||4.9558||5.3982||5.425||3.5264||8.4049||8.7237&lt;br /&gt;
|-&lt;br /&gt;
|3||Environmental_Science||Male||4.8903||2.9444||6.2344||5.0106||4.7622||5.1533||5.247||3.1355||7.9923||8.3582&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
|5||European_History||Male||5.1358||2.5649||6.7382||3.9512||4.1589||5.3613||4.9767||3.091||8.3234||8.6366&lt;br /&gt;
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|-&lt;br /&gt;
|3||European_History||Male||6.1442||4.3175||7.559||5.9081||6.0497||6.3801||6.1463||4.4067||9.3721||9.6889&lt;br /&gt;
|-&lt;br /&gt;
|2||European_History||Male||5.0239||3.2581||6.2953||5.0626||5.1533||5.1705||5.2149||3.4012||8.0799||8.4472&lt;br /&gt;
|-&lt;br /&gt;
|1||European_History||Male||5.7038||3.8918||6.8544||6.4118||6.3902||5.7589||6.2804||4.5218||8.5757||9.0754&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|2||French:_Literature||Male||2.0794||0||2.6391||2.3026||1.7918||1.6094||1.3863||0||4.0943||4.625&lt;br /&gt;
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|1||French:_Literature||Male||0.6931||0||1.9459||2.0794||0.6931||2.1972||2.3026||0||3.989||4.4543&lt;br /&gt;
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|5||German:_Language||Male||2.9444||0.6931||3.1355||1.9459||0.6931||3.2189||2.0794||0.6931||5.9532||6.142&lt;br /&gt;
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|3||German:_Language||Male||2.9444||1.0986||3.5835||1.6094||1.7918||3.091||2.3026||0||6.2285||6.3986&lt;br /&gt;
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|2||German:_Language||Male||2.7081||1.0986||3.5553||1.9459||1.6094||2.8332||2.4849||1.6094||6.0868||6.2748&lt;br /&gt;
|-&lt;br /&gt;
|1||German:_Language||Male||2.4849||1.9459||3.434||2.5649||2.7081||2.6391||2.7726||1.3863||5.743||6.0307&lt;br /&gt;
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|5||Government_Politics_Comp.||Male||3.7377||1.0986||5.112||2.8904||2.9957||3.9703||3.6376||1.6094||6.8244||7.1365&lt;br /&gt;
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|2||Government_Politics_Comp.||Male||3.8918||1.7918||5.0938||4.1109||3.6109||4.0943||4.0254||2.3026||6.9546||7.3011&lt;br /&gt;
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|-&lt;br /&gt;
|3||Government_Politics_U.S.||Male||6.363||4.4886||7.8819||6.4457||6.5862||6.5367||6.658||4.7185||9.6382||9.9798&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
|2||Italian_Language||Male||0.6931||0||2.1972||1.0986||0.6931||1.6094||2.5649||1.3863||4.4308||4.7449&lt;br /&gt;
|-&lt;br /&gt;
|1||Italian_Language||Male||1.3863||0||2.0794||1.3863||1.3863||1.7918||2.6391||1.0986||4.92||5.1533&lt;br /&gt;
|-&lt;br /&gt;
|5||Japanese_Lang._&amp;amp;_Culture||Male||2.5649||0||5.118||0.6931||0||2.7726||0.6931||0||2.7726||5.3519&lt;br /&gt;
|-&lt;br /&gt;
|4||Japanese_Lang._&amp;amp;_Culture||Male||1.6094||0||3.5835||0.6931||0||1.3863||0.6931||0||2.9957||4.1589&lt;br /&gt;
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|3||Japanese_Lang._&amp;amp;_Culture||Male||2.0794||0||4.2047||1.6094||1.0986||1.6094||0.6931||0||3.8712||4.8828&lt;br /&gt;
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|2||Japanese_Lang._&amp;amp;_Culture||Male||1.0986||0||3.434||1.3863||0||1.9459||0.6931||0||3.2958||4.2341&lt;br /&gt;
|-&lt;br /&gt;
|1||Japanese_Lang._&amp;amp;_Culture||Male||2.3026||0||3.8712||1.9459||1.7918||2.4849||2.0794||0||4.3438||5.0999&lt;br /&gt;
|-&lt;br /&gt;
|5||Latin:_Literature||Male||2.3979||0||3.8712||0.6931||0.6931||2.3026||1.3863||0.6931||5.124||5.4806&lt;br /&gt;
|-&lt;br /&gt;
|4||Latin:_Literature||Male||2.3026||0||3.5264||1.9459||1.0986||2.6391||0.6931||0||5.193||5.4972&lt;br /&gt;
|-&lt;br /&gt;
|3||Latin:_Literature||Male||2.7081||0||3.9703||2.6391||2.1972||2.9444||1.3863||0||5.8377||6.1115&lt;br /&gt;
|-&lt;br /&gt;
|2||Latin:_Literature||Male||2.3026||0||3.3322||2.1972||1.3863||2.4849||1.3863||0||5.3753||5.624&lt;br /&gt;
|-&lt;br /&gt;
|1||Latin:_Literature||Male||2.9957||1.6094||4.0604||2.9957||2.1972||2.9957||2.7081||1.3863||6.0186||6.3172&lt;br /&gt;
|-&lt;br /&gt;
|5||Latin:_Vergil||Male||2.4849||0||4.2627||2.0794||1.6094||3.3322||1.6094||0||5.9054||6.1944&lt;br /&gt;
|-&lt;br /&gt;
|4||Latin:_Vergil||Male||2.9444||1.3863||3.8067||1.9459||1.9459||3.1781||2.0794||1.0986||6.0014||6.2403&lt;br /&gt;
|-&lt;br /&gt;
|3||Latin:_Vergil||Male||2.5649||1.0986||4.2767||2.7726||1.3863||3.091||2.3026||0.6931||6.2403||6.4723&lt;br /&gt;
|-&lt;br /&gt;
|2||Latin:_Vergil||Male||2.8904||0.6931||3.6889||2.1972||2.0794||2.7081||2.5649||0.6931||5.9322||6.1654&lt;br /&gt;
|-&lt;br /&gt;
|1||Latin:_Vergil||Male||3.091||1.6094||3.3673||2.7081||2.7081||2.7081||2.1972||0.6931||5.8464||6.1092&lt;br /&gt;
|-&lt;br /&gt;
|5||Music_Theory||Male||3.989||1.7918||5.1533||3.091||2.7081||3.5553||3.2958||2.0794||6.9354||7.2152&lt;br /&gt;
|-&lt;br /&gt;
|4||Music_Theory||Male||3.6376||2.1972||4.9127||3.6109||3.3673||3.7136||3.2581||2.3979||6.8659||7.1531&lt;br /&gt;
|-&lt;br /&gt;
|3||Music_Theory||Male||3.9318||2.5649||5.204||4.1589||3.912||4.0943||4.2485||3.091||7.2277||7.5396&lt;br /&gt;
|-&lt;br /&gt;
|2||Music_Theory||Male||4.382||2.0794||5.0626||4.7005||4.3041||3.9703||4.5109||3.2581||7.1663||7.5427&lt;br /&gt;
|-&lt;br /&gt;
|1||Music_Theory||Male||3.7377||2.4849||4.3438||4.8283||3.9512||3.7136||4.5433||2.7726||6.3297||6.9197&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_B||Male||5.0689||2.9957||7.2696||3.8286||4.0431||5.4161||4.7095||3.1355||8.3124||8.7231&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_B||Male||5.1761||3.0445||6.9967||4.5218||4.6444||5.2149||5.0626||3.4012||8.3959||8.7451&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_B||Male||5.5759||3.3673||7.3721||5.2933||5.5255||5.8111||5.6095||3.4657||8.7919||9.1639&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_B||Male||5.0626||3.5264||6.9187||5.3891||5.5413||5.2364||5.553||3.6636||8.2769||8.7137&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_B||Male||5.2311||3.5264||6.8773||6.248||6.4118||5.4027||6.0845||3.989||8.0472||8.724&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_C:_Elec._&amp;amp;_Magnet.||Male||4.3694||1.9459||6.765||3.1781||3.0445||4.6821||3.9512||1.3863||7.5055||7.997&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_C:_Elec._&amp;amp;_Magnet.||Male||4.0604||2.3026||6.3297||3.434||3.3673||4.2195||3.8501||2.1972||7.1997||7.6704&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_C:_Elec._&amp;amp;_Magnet.||Male||2.9957||1.0986||5.5294||3.4012||3.2581||3.2581||2.8904||1.6094||6.4232||6.8957&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_C:_Elec._&amp;amp;_Magnet.||Male||3.8286||1.6094||5.6971||3.5553||3.3322||3.8067||3.5835||2.0794||6.7417||7.2004&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_C:_Elec._&amp;amp;_Magnet.||Male||3.4965||0||5.3566||3.4012||3.3673||3.6109||3.9512||1.6094||6.2691||6.8233&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_C:_Mechanics||Male||4.8598||2.7726||7.2786||3.6109||3.8712||5.1417||4.4886||2.8332||8.1032||8.5666&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_C:_Mechanics||Male||4.9558||2.3979||6.9508||3.989||4.1271||5.0434||4.7185||2.9957||8.0883||8.4863&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_C:_Mechanics||Male||4.585||2.9444||6.528||4.3694||4.3694||4.7622||4.654||2.8332||7.8633||8.2401&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_C:_Mechanics||Male||4.1744||2.5649||6.1291||4.4067||4.1271||4.1897||4.5951||2.9444||7.3914||7.8156&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_C:_Mechanics||Male||4.2767||2.3026||6.1181||4.9345||4.9488||4.5109||4.9273||3.0445||7.1476||7.7532&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
|4||Psychology||Male||5.793||3.5835||7.3265||5.7869||5.2983||5.989||6.021||4.2195||8.9468||9.3024&lt;br /&gt;
|-&lt;br /&gt;
|3||Psychology||Male||5.5984||3.8286||6.9819||5.8972||5.4072||5.6904||5.8435||4.0775||8.6685||9.0465&lt;br /&gt;
|-&lt;br /&gt;
|2||Psychology||Male||5.118||3.5264||6.528||5.8916||5.1985||5.3706||5.5872||3.9703||8.1386||8.5903&lt;br /&gt;
|-&lt;br /&gt;
|1||Psychology||Male||5.7621||3.8067||6.9217||6.9187||6.0799||5.7203||6.4409||4.4067||8.2563||8.9468&lt;br /&gt;
|-&lt;br /&gt;
|5||Spanish_Language||Male||5.2204||1.3863||5.6525||3.2958||7.7903||4.9416||7.6958||4.7449||7.1082||8.7927&lt;br /&gt;
|-&lt;br /&gt;
|4||Spanish_Language||Male||5.5984||2.0794||6.1203||4.2485||8.0517||5.1705||7.6958||4.9767||7.6944||9.0653&lt;br /&gt;
|-&lt;br /&gt;
|3||Spanish_Language||Male||5.3132||2.5649||6.1003||4.3944||7.7643||5.0499||7.2633||4.7791||7.6473||8.8374&lt;br /&gt;
|-&lt;br /&gt;
|2||Spanish_Language||Male||5.3706||2.8904||6.1841||4.7095||7.5549||4.9345||7.0544||4.7536||7.7372||8.7697&lt;br /&gt;
|-&lt;br /&gt;
|1||Spanish_Language||Male||5.6384||3.1781||6.2577||5.7838||7.426||5.2523||6.8937||4.6728||8.0114||8.8709&lt;br /&gt;
|-&lt;br /&gt;
|5||Spanish_Literature||Male||3.1355||0||3.1355||1.3863||4.8598||2.5649||4.9767||1.3863||4.7791||6.1159&lt;br /&gt;
|-&lt;br /&gt;
|4||Spanish_Literature||Male||3.2581||0.6931||4.0431||1.7918||5.9296||3.091||5.6419||2.4849||5.1475||6.8533&lt;br /&gt;
|-&lt;br /&gt;
|3||Spanish_Literature||Male||3.0445||0.6931||3.8067||2.1972||6.4425||3.2958||6.0379||2.7081||5.0239||7.1778&lt;br /&gt;
|-&lt;br /&gt;
|2||Spanish_Literature||Male||2.8904||0||2.9957||1.7918||5.9216||2.1972||5.3936||2.4849||4.5218||6.6107&lt;br /&gt;
|-&lt;br /&gt;
|1||Spanish_Literature||Male||4.1744||0.6931||3.091||3.0445||6.5381||3.091||6.0497||3.091||5.0434||7.2556&lt;br /&gt;
|-&lt;br /&gt;
|5||Statistics||Male||5.0938||2.4849||7.4031||3.9512||4.0604||5.425||4.6444||3.091||8.4824||8.8679&lt;br /&gt;
|-&lt;br /&gt;
|4||Statistics||Male||5.6525||3.8501||7.6444||5.0499||5.0752||5.7621||5.5413||3.6109||9.0036||9.3476&lt;br /&gt;
|-&lt;br /&gt;
|3||Statistics||Male||5.7462||3.912||7.5256||5.6384||5.6095||5.9081||5.9269||3.7377||9.0403||9.3914&lt;br /&gt;
|-&lt;br /&gt;
|2||Statistics||Male||5.4681||3.6109||6.9819||5.7683||5.5491||5.4889||5.6699||3.9318||8.522||8.9263&lt;br /&gt;
|-&lt;br /&gt;
|1||Statistics||Male||5.8721||3.989||7.2944||6.9613||6.4409||5.8889||6.4019||4.7095||8.5631||9.1967&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_2-D_Design||Male||2.7081||0.6931||3.8501||2.7726||2.8332||3.1781||3.4965||1.0986||5.7777||6.157&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_2-D_Design||Male||3.5835||2.0794||4.3944||3.6889||3.5264||3.2958||3.7377||2.0794||6.1903||6.628&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_2-D_Design||Male||3.9512||2.3026||4.5326||4.5539||4.2047||3.6109||4.2767||2.7726||6.7262||7.1452&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_2-D_Design||Male||3.8712||2.6391||4.3567||4.5539||4.1744||3.5264||4.4308||2.7081||6.4184||6.9451&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_2-D_Design||Male||2.4849||1.0986||2.8332||3.6109||3.1781||2.5649||3.3673||1.7918||4.8598||5.5683&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_3-D_Design||Male||1.0986||0||1.0986||1.0986||1.0986||1.0986||2.0794||0||4.3438||4.5433&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_3-D_Design||Male||1.9459||0.6931||2.3026||1.7918||2.1972||0.6931||2.5649||0.6931||4.4067||4.8283&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_3-D_Design||Male||2.7726||0||2.8904||2.1972||3.1781||2.7726||2.9957||0||5.3375||5.7203&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_3-D_Design||Male||2.3979||1.0986||2.7726||2.7081||3.0445||2.5649||2.8332||1.0986||4.8903||5.4116&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_3-D_Design||Male||0.6931||0||2.3026||1.7918||2.3026||2.0794||2.1972||0||3.4012||4.2341&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_Drawing||Male||2.8904||0||4.0254||3.3673||2.7726||2.9957||3.4657||1.9459||5.5373||6.0521&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_Drawing||Male||2.8904||1.6094||4.4998||3.6109||3.8501||2.8904||3.8918||1.6094||5.8693||6.4216&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_Drawing||Male||4.0073||2.3026||5.0106||4.6728||4.5951||4.1109||4.5747||3.091||6.7032||7.2499&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_Drawing||Male||3.9318||2.1972||4.654||4.7622||4.6728||3.6889||4.3944||2.1972||6.2897||6.9565&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_Drawing||Male||2.9957||1.9459||3.3673||4.3041||3.7136||2.7726||3.5553||2.1972||4.8363||5.8551&lt;br /&gt;
|-&lt;br /&gt;
|5||US_History||Male||6.3386||3.9703||8.011||5.6312||5.663||6.6619||6.107||4.2195||9.526||9.8628&lt;br /&gt;
|-&lt;br /&gt;
|4||US_History||Male||6.7946||4.9273||8.2983||6.5352||6.6796||7.1349||6.8167||4.9488||10.0902||10.4024&lt;br /&gt;
|-&lt;br /&gt;
|3||US_History||Male||6.8732||4.9972||8.2493||7.0175||7.0842||7.075||7.0673||5.1591||10.134||10.4618&lt;br /&gt;
|-&lt;br /&gt;
|2||US_History||Male||6.9976||5.4161||8.2548||7.6074||7.7275||7.1538||7.4866||5.6131||10.1156||10.5322&lt;br /&gt;
|-&lt;br /&gt;
|1||US_History||Male||6.7569||5.2983||7.8284||8.1744||8.0753||6.7912||7.6907||5.7526||9.4052||10.1608&lt;br /&gt;
|-&lt;br /&gt;
|5||World_History||Male||4.9628||3.091||6.966||4.654||4.6913||5.6733||5.1533||3.4965||8.3823||8.7478&lt;br /&gt;
|-&lt;br /&gt;
|4||World_History||Male||5.4027||3.5553||7.1616||5.5175||5.591||5.8608||5.6595||3.7842||8.7045||9.0788&lt;br /&gt;
|-&lt;br /&gt;
|3||World_History||Male||5.8721||4.2905||7.4989||6.2879||6.3333||6.1717||6.4036||4.6634||8.9969||9.441&lt;br /&gt;
|-&lt;br /&gt;
|2||World_History||Male||5.7137||3.8712||7.2004||6.6733||6.6908||5.9349||6.6187||4.7095||8.628||9.2206&lt;br /&gt;
|-&lt;br /&gt;
|1||World_History||Male||5.6419||3.8918||6.5323||7.1082||6.9903||5.5607||6.8437||4.92||7.9445||8.9191&lt;br /&gt;
|-&lt;br /&gt;
|5||Art_History||Female||4.0943||2.1972||5.4027||3.1781||3.2958||4.4886||3.6636||1.3863||6.9117||7.293&lt;br /&gt;
|-&lt;br /&gt;
|4||Art_History||Female||4.7362||2.3026||6.0544||3.9703||4.4188||5.0039||4.852||2.5649||7.4933||7.9244&lt;br /&gt;
|-&lt;br /&gt;
|3||Art_History||Female||4.7791||2.8904||6.0981||4.6347||4.8828||5.0239||5.4424||3.3673||7.6343||8.0983&lt;br /&gt;
|-&lt;br /&gt;
|2||Art_History||Female||4.4886||2.7081||5.717||4.5643||4.9904||4.7274||5.1874||3.1355||7.2262||7.7549&lt;br /&gt;
|-&lt;br /&gt;
|1||Art_History||Female||4.4998||2.9444||5.7004||5.247||5.3753||4.6052||5.7366||3.2189||7.0588||7.7849&lt;br /&gt;
|-&lt;br /&gt;
|5||Biology||Female||5.8861||3.2958||8.1582||5.4638||4.8122||6.3404||5.5491||3.7842||9.0144||9.4969&lt;br /&gt;
|-&lt;br /&gt;
|4||Biology||Female||5.9738||3.9512||7.9756||6.2146||5.5294||6.5043||5.8693||4.3307||9.2368||9.6463&lt;br /&gt;
|-&lt;br /&gt;
|3||Biology||Female||6.1591||4.3175||7.9284||6.5985||6.0331||6.5191||6.3244||4.585||9.3512||9.7592&lt;br /&gt;
|-&lt;br /&gt;
|2||Biology||Female||6.3801||4.7707||7.9298||7.264||6.7776||6.7274||6.8035||5.0626||9.4796||9.9412&lt;br /&gt;
|-&lt;br /&gt;
|1||Biology||Female||6.1003||4.6052||7.5115||7.8446||7.2821||6.3767||7.2093||5.3083||8.8426||9.6446&lt;br /&gt;
|-&lt;br /&gt;
|5||Calculus_AB||Female||5.8944||2.9444||8.1676||5.4467||5.2933||6.2265||5.8406||3.6376||9.3349||9.7138&lt;br /&gt;
|-&lt;br /&gt;
|4||Calculus_AB||Female||5.9558||3.8501||8.0327||6.0426||5.826||6.3919||6.0544||4.1589||9.4387||9.7935&lt;br /&gt;
|-&lt;br /&gt;
|3||Calculus_AB||Female||6.1463||4.3567||8.0615||6.525||6.375||6.4313||6.3544||4.4773||9.5012||9.8851&lt;br /&gt;
|-&lt;br /&gt;
|2||Calculus_AB||Female||5.9054||4.1589||7.8192||6.7558||6.5751||6.271||6.4536||4.5747||9.2716||9.7038&lt;br /&gt;
|-&lt;br /&gt;
|1||Calculus_AB||Female||6.5971||5.2257||8.2131||8.1224||7.8387||6.789||7.5528||5.3279||9.6525||10.2773&lt;br /&gt;
|-&lt;br /&gt;
|5||Calculus_BC||Female||5.4293||2.7081||8.0542||4.6052||4.4543||5.8608||4.8828||3.1781||8.5796||9.1481&lt;br /&gt;
|-&lt;br /&gt;
|4||Calculus_BC||Female||4.7622||1.9459||7.1997||4.6634||4.2047||5.1591||4.5109||2.7081||7.96||8.4705&lt;br /&gt;
|-&lt;br /&gt;
|3||Calculus_BC||Female||4.7005||2.3026||7.2464||5.0434||4.8903||5.0876||4.9416||3.1355||8.0965||8.5962&lt;br /&gt;
|-&lt;br /&gt;
|2||Calculus_BC||Female||3.8918||1.9459||6.1944||4.3175||4.1109||4.3307||4.1431||2.1972||7.0238||7.573&lt;br /&gt;
|-&lt;br /&gt;
|1||Calculus_BC||Female||4.6821||2.9444||6.8638||5.6768||5.3845||5.124||5.2575||2.3979||7.7174||8.3438&lt;br /&gt;
|-&lt;br /&gt;
|5||Chemistry||Female||4.8442||2.3979||7.4628||4.0604||3.5553||5.0304||4.2341||2.7726||7.7952||8.4407&lt;br /&gt;
|-&lt;br /&gt;
|4||Chemistry||Female||5.1533||2.6391||7.5554||5.0239||4.1744||5.4931||4.8442||2.9957||8.3521||8.8445&lt;br /&gt;
|-&lt;br /&gt;
|3||Chemistry||Female||5.5568||3.4965||7.6852||5.7137||5.2095||6.0088||5.5491||3.8286||8.7349||9.1975&lt;br /&gt;
|-&lt;br /&gt;
|2||Chemistry||Female||5.3279||3.4965||7.362||6.045||5.5094||5.7777||5.6802||3.8918||8.6392||9.0813&lt;br /&gt;
|-&lt;br /&gt;
|1||Chemistry||Female||5.8348||4.3438||7.574||7.3582||6.8189||6.2934||6.7322||4.8283||8.8938||9.5203&lt;br /&gt;
|-&lt;br /&gt;
|5||Chinese_Lang._&amp;amp;_Cultures||Female||3.4965||0||6.9745||0||0||2.5649||0||0||1.6094||7.0202&lt;br /&gt;
|-&lt;br /&gt;
|4||Chinese_Lang._&amp;amp;_Cultures||Female||1.6094||0||4.92||0||0||1.6094||0||0||2.6391||5.0689&lt;br /&gt;
|-&lt;br /&gt;
|3||Chinese_Lang._&amp;amp;_Cultures||Female||2.0794||0||3.4657||0||0||0.6931||0||0||2.0794||3.8918&lt;br /&gt;
|-&lt;br /&gt;
|2||Chinese_Lang._&amp;amp;_Cultures||Female||0||0||2.0794||0||0||0.6931||0||0||2.0794||2.8332&lt;br /&gt;
|-&lt;br /&gt;
|1||Chinese_Lang._&amp;amp;_Cultures||Female||0||0||2.3979||0||0||0||0||0||2.3026||3.2581&lt;br /&gt;
|-&lt;br /&gt;
|5||Computer_Science_A||Female||2.0794||1.0986||5.0562||1.3863||1.3863||2.7081||2.0794||0||5.323||5.9839&lt;br /&gt;
|-&lt;br /&gt;
|4||Computer_Science_A||Female||2.0794||1.0986||5.2417||2.3026||1.9459||2.8332||2.7726||0.6931||5.5134||6.1985&lt;br /&gt;
|-&lt;br /&gt;
|3||Computer_Science_A||Female||2.0794||0||4.8283||2.6391||2.3979||2.4849||2.6391||1.3863||5.273||5.9296&lt;br /&gt;
|-&lt;br /&gt;
|2||Computer_Science_A||Female||1.3863||0.6931||4.4659||2.3979||2.8332||2.7081||2.3026||1.0986||4.7958||5.5683&lt;br /&gt;
|-&lt;br /&gt;
|1||Computer_Science_A||Female||3.7377||1.3863||5.6768||5.1299||4.2767||4.0431||4.4886||1.9459||6.0379||7.0414&lt;br /&gt;
|-&lt;br /&gt;
|5||Computer_Science_AB||Female||1.6094||0||4.3041||1.0986||0.6931||2.4849||1.6094||0||4.4427||5.193&lt;br /&gt;
|-&lt;br /&gt;
|4||Computer_Science_AB||Female||0.6931||0||3.8918||1.0986||1.3863||1.7918||1.6094||0||4.2047||4.8675&lt;br /&gt;
|-&lt;br /&gt;
|3||Computer_Science_AB||Female||0.6931||0||3.912||1.0986||1.0986||1.9459||1.3863||0||3.7612||4.6634&lt;br /&gt;
|-&lt;br /&gt;
|2||Computer_Science_AB||Female||1.6094||0||3.0445||0.6931||0.6931||1.0986||1.3863||0.6931||3.091||3.989&lt;br /&gt;
|-&lt;br /&gt;
|1||Computer_Science_AB||Female||1.0986||0.6931||3.8501||1.6094||1.7918||1.7918||1.6094||0.6931||4.0604||4.8363&lt;br /&gt;
|-&lt;br /&gt;
|5||Economics_Macro||Female||4.0775||1.6094||6.5944||3.1781||3.5264||4.5643||3.9512||2.1972||7.2917||7.812&lt;br /&gt;
|-&lt;br /&gt;
|4||Economics_Macro||Female||4.9698||2.1972||7.0397||4.9416||4.8752||5.3181||5.247||2.7726||8.0971||8.5664&lt;br /&gt;
|-&lt;br /&gt;
|3||Economics_Macro||Female||4.6728||2.5649||6.6796||5.1358||5.0106||5.037||5.0999||3.2958||7.8184||8.3087&lt;br /&gt;
|-&lt;br /&gt;
|2||Economics_Macro||Female||4.9273||2.8332||6.667||5.3613||5.6058||5.1705||5.5872||3.7377||7.9431||8.4594&lt;br /&gt;
|-&lt;br /&gt;
|1||Economics_Macro||Female||5.5759||3.7377||6.981||6.9717||6.9007||5.8111||7.0085||4.5539||8.3514||9.1274&lt;br /&gt;
|-&lt;br /&gt;
|5||Economics_Micro||Female||3.8067||0||6.089||2.7726||2.3979||3.8501||2.8904||1.3863||6.7178||7.2457&lt;br /&gt;
|-&lt;br /&gt;
|4||Economics_Micro||Female||4.6052||1.6094||6.6682||4.4427||4.1897||4.852||4.382||2.5649||7.6563||8.1227&lt;br /&gt;
|-&lt;br /&gt;
|3||Economics_Micro||Female||4.4308||2.3026||6.4052||4.7622||4.5951||4.8283||4.4543||3.1781||7.5751||8.0362&lt;br /&gt;
|-&lt;br /&gt;
|2||Economics_Micro||Female||4.3175||2.3026||5.9584||4.8203||4.8203||4.5109||4.4886||2.8904||7.3447||7.8071&lt;br /&gt;
|-&lt;br /&gt;
|1||Economics_Micro||Female||4.852||2.9444||6.2422||6.4003||5.8608||4.9558||5.8201||4.2905||7.5797||8.3226&lt;br /&gt;
|-&lt;br /&gt;
|5||English_Lang._&amp;amp;_Composition||Female||5.994||3.6376||7.6592||5.5491||5.3132||6.5381||5.9322||4.0604||9.3181||9.634&lt;br /&gt;
|-&lt;br /&gt;
|4||English_Lang._&amp;amp;_Composition||Female||6.7032||4.8363||8.1881||6.7511||6.5568||7.1732||6.9108||5.037||10.0277||10.348&lt;br /&gt;
|-&lt;br /&gt;
|3||English_Lang._&amp;amp;_Composition||Female||7.3159||5.743||8.6278||7.9186||7.7467||7.6212||7.7915||5.8608||10.5427||10.9181&lt;br /&gt;
|-&lt;br /&gt;
|2||English_Lang._&amp;amp;_Composition||Female||7.355||6.0497||8.52||8.6403||8.5558||7.6382||8.3523||6.2672||10.3127||10.9115&lt;br /&gt;
|-&lt;br /&gt;
|1||English_Lang._&amp;amp;_Composition||Female||6.4069||5.2311||7.1009||8.3447||8.0077||6.4297||7.8744||5.2933||8.7081||9.8368&lt;br /&gt;
|-&lt;br /&gt;
|5||English_Lit._&amp;amp;_Composition||Female||6.0753||3.3322||7.4978||5.3279||5.118||6.3936||5.5568||4.0073||9.2372||9.5336&lt;br /&gt;
|-&lt;br /&gt;
|4||English_Lit._&amp;amp;_Composition||Female||7.0094||4.852||8.3321||6.9489||6.5539||7.2752||6.8742||5.0814||10.3008||10.5829&lt;br /&gt;
|-&lt;br /&gt;
|3||English_Lit._&amp;amp;_Composition||Female||7.4265||5.717||8.6452||8.0087||7.5893||7.6178||7.7044||6.0088||10.6958||11.0263&lt;br /&gt;
|-&lt;br /&gt;
|2||English_Lit._&amp;amp;_Composition||Female||7.3473||6.073||8.5344||8.8006||8.3005||7.5979||8.2123||6.4473||10.3796||10.9373&lt;br /&gt;
|-&lt;br /&gt;
|1||English_Lit._&amp;amp;_Composition||Female||6.1291||5.0626||7.022||8.4392||7.5433||6.2344||7.547||5.4072||8.4238||9.6437&lt;br /&gt;
|-&lt;br /&gt;
|5||Environmental_Science||Female||4.3694||1.3863||5.8348||2.9444||3.1781||4.5218||3.8501||2.0794||7.417||7.728&lt;br /&gt;
|-&lt;br /&gt;
|4||Environmental_Science||Female||5.1648||3.091||6.5367||4.8363||4.6444||5.4848||5.1705||3.3673||8.3533||8.6654&lt;br /&gt;
|-&lt;br /&gt;
|3||Environmental_Science||Female||5.037||2.8904||6.3026||5.112||4.8598||5.2883||5.1358||3.4657||8.1956||8.5232&lt;br /&gt;
|-&lt;br /&gt;
|2||Environmental_Science||Female||5.0752||3.4965||6.319||5.4972||5.2364||5.273||5.5984||3.6109||8.229||8.5982&lt;br /&gt;
|-&lt;br /&gt;
|1||Environmental_Science||Female||5.8319||4.0943||6.8987||7.1686||6.5653||6.0661||6.9334||4.8122||8.6197||9.2603&lt;br /&gt;
|-&lt;br /&gt;
|5||European_History||Female||4.8903||2.0794||6.7093||4.0775||4.0604||5.366||4.7791||2.1972||8.1668||8.5039&lt;br /&gt;
|-&lt;br /&gt;
|4||European_History||Female||5.5413||3.2189||7.1317||5.2149||4.9488||5.9764||5.5645||3.7377||8.7431||9.0839&lt;br /&gt;
|-&lt;br /&gt;
|3||European_History||Female||6.2577||4.1897||7.72||6.3509||6.1291||6.6908||6.4505||4.6151||9.4473||9.8025&lt;br /&gt;
|-&lt;br /&gt;
|2||European_History||Female||5.1591||3.4657||6.5944||5.6419||5.4681||5.425||5.6095||3.8286||8.3153||8.7128&lt;br /&gt;
|-&lt;br /&gt;
|1||European_History||Female||6.0684||4.2341||7.2661||7.051||6.8701||6.4167||6.7238||4.92||8.928||9.4851&lt;br /&gt;
|-&lt;br /&gt;
|5||French:_Language||Female||4.0775||0||4.9053||4.5218||2.8332||4.7958||4.2341||1.7918||6.8659||7.28&lt;br /&gt;
|-&lt;br /&gt;
|4||French:_Language||Female||4.4886||1.0986||5.6168||4.6728||3.6636||5.0689||4.4886||2.1972||7.2862||7.7062&lt;br /&gt;
|-&lt;br /&gt;
|3||French:_Language||Female||4.8978||2.0794||6.2691||5.2364||4.7791||5.323||5.2933||1.7918||7.9582||8.3518&lt;br /&gt;
|-&lt;br /&gt;
|2||French:_Language||Female||4.7005||1.7918||5.8464||4.9767||4.8363||4.9127||4.9416||1.9459||7.5878||8.0003&lt;br /&gt;
|-&lt;br /&gt;
|1||French:_Language||Female||4.4659||2.0794||5.7333||5.3566||5.4681||4.9345||5.3471||2.8904||7.446||7.981&lt;br /&gt;
|-&lt;br /&gt;
|5||French:_Literature||Female||3.1355||0||3.4012||2.3026||1.0986||3.1355||2.3026||0||5.3982||5.7526&lt;br /&gt;
|-&lt;br /&gt;
|4||French:_Literature||Female||2.4849||0||3.7842||2.8904||1.0986||2.7726||2.0794||0||5.4116||5.7683&lt;br /&gt;
|-&lt;br /&gt;
|3||French:_Literature||Female||2.6391||0||3.6636||3.091||1.3863||3.0445||2.1972||0||5.3936||5.7777&lt;br /&gt;
|-&lt;br /&gt;
|2||French:_Literature||Female||2.0794||0||3.2581||2.1972||1.7918||2.8332||2.3979||0||4.9904||5.3845&lt;br /&gt;
|-&lt;br /&gt;
|1||French:_Literature||Female||1.9459||0||2.9444||2.3979||1.0986||1.6094||2.4849||0||4.7449||5.118&lt;br /&gt;
|-&lt;br /&gt;
|5||German:_Language||Female||3.091||0.6931||3.2958||2.5649||0||3.0445||1.9459||0||6.0521||6.2364&lt;br /&gt;
|-&lt;br /&gt;
|4||German:_Language||Female||2.7081||1.0986||3.4657||2.3026||1.3863||3.2189||2.6391||0.6931||6.073||6.2748&lt;br /&gt;
|-&lt;br /&gt;
|3||German:_Language||Female||2.4849||0.6931||3.4965||2.4849||1.6094||2.8332||2.7726||1.3863||6.0497||6.248&lt;br /&gt;
|-&lt;br /&gt;
|2||German:_Language||Female||2.8332||0.6931||3.3673||1.7918||2.5649||3.1781||2.1972||1.0986||6.0039||6.2146&lt;br /&gt;
|-&lt;br /&gt;
|1||German:_Language||Female||2.3026||0.6931||2.7081||2.9444||2.3979||2.4849||2.7726||1.0986||5.3891||5.7004&lt;br /&gt;
|-&lt;br /&gt;
|5||Government_Politics_Comp.||Female||2.9957||0||4.7622||2.4849||2.3979||3.2958||3.2581||1.6094||6.3526||6.6657&lt;br /&gt;
|-&lt;br /&gt;
|4||Government_Politics_Comp.||Female||3.6889||1.7918||5.112||3.2189||3.091||3.7612||3.5264||1.6094||6.5862||6.9641&lt;br /&gt;
|-&lt;br /&gt;
|3||Government_Politics_Comp.||Female||3.9512||2.3979||5.1705||3.9703||3.2581||4.1271||4.0604||2.3979||6.8565||7.2378&lt;br /&gt;
|-&lt;br /&gt;
|2||Government_Politics_Comp.||Female||3.6376||1.7918||5.0814||4.5747||3.8286||4.4998||4.2905||2.1972||6.8512||7.2841&lt;br /&gt;
|-&lt;br /&gt;
|1||Government_Politics_Comp.||Female||4.0775||2.6391||4.9558||5.124||4.3438||4.2627||4.5951||2.7081||6.6147||7.232&lt;br /&gt;
|-&lt;br /&gt;
|5||Government_Politics_U.S.||Female||4.7185||1.9459||6.4661||4.1431||4.0604||5.0938||4.654||2.3026||8.0456||8.3601&lt;br /&gt;
|-&lt;br /&gt;
|4||Government_Politics_U.S.||Female||5.8665||3.7612||7.5369||5.8289||5.6525||6.2748||5.8665||4.0943||9.2262||9.5463&lt;br /&gt;
|-&lt;br /&gt;
|3||Government_Politics_U.S.||Female||6.2596||4.5218||7.885||6.7286||6.4953||6.7214||6.6425||4.8828||9.6171||9.9763&lt;br /&gt;
|-&lt;br /&gt;
|2||Government_Politics_U.S.||Female||6.6644||5.0106||8.1244||7.6128||7.4674||7.0432||7.3796||5.5053||9.791||10.2731&lt;br /&gt;
|-&lt;br /&gt;
|1||Government_Politics_U.S.||Female||6.0981||4.654||7.4512||7.9157||7.6871||6.4457||7.6387||5.2575||8.7648||9.7104&lt;br /&gt;
|-&lt;br /&gt;
|5||Human_Geography||Female||3.3673||1.0986||5.193||3.7612||3.0445||3.9703||3.7377||2.1972||6.8448||7.1785&lt;br /&gt;
|-&lt;br /&gt;
|4||Human_Geography||Female||4.2485||2.1972||5.7991||4.7274||3.6376||4.5433||4.654||2.3026||7.4565||7.8208&lt;br /&gt;
|-&lt;br /&gt;
|3||Human_Geography||Female||4.4067||2.4849||5.8944||5.2204||4.4188||4.9416||5.366||3.6636||7.6737||8.0898&lt;br /&gt;
|-&lt;br /&gt;
|2||Human_Geography||Female||4.2905||2.8904||5.4931||5.4293||4.7274||4.7362||5.2832||3.3673||7.3908||7.874&lt;br /&gt;
|-&lt;br /&gt;
|1||Human_Geography||Female||5.273||3.2581||6.0307||7.0466||5.989||5.5334||6.3526||4.8442||7.9025||8.6716&lt;br /&gt;
|-&lt;br /&gt;
|5||Italian_Language||Female||1.3863||0||1.6094||0.6931||1.3863||1.7918||3.2958||1.0986||4.3694||4.8122&lt;br /&gt;
|-&lt;br /&gt;
|4||Italian_Language||Female||1.7918||0||0.6931||1.0986||2.0794||1.3863||3.434||0.6931||4.3694||4.852&lt;br /&gt;
|-&lt;br /&gt;
|3||Italian_Language||Female||2.0794||0||2.8332||1.0986||2.1972||2.3026||3.9318||1.7918||5.0876||5.5568&lt;br /&gt;
|-&lt;br /&gt;
|2||Italian_Language||Female||2.4849||0||2.1972||1.3863||1.9459||2.1972||3.4012||1.0986||4.9972||5.3706&lt;br /&gt;
|-&lt;br /&gt;
|1||Italian_Language||Female||2.8332||0||2.4849||1.9459||2.1972||2.3026||2.7081||2.0794||5.3799||5.663&lt;br /&gt;
|-&lt;br /&gt;
|5||Japanese_Lang._&amp;amp;_Culture||Female||1.9459||0||5.2257||0||0||2.7726||0||0||2.9957||5.425&lt;br /&gt;
|-&lt;br /&gt;
|4||Japanese_Lang._&amp;amp;_Culture||Female||1.0986||0||3.8067||0||0.6931||1.0986||0.6931||0||2.7726||4.2047&lt;br /&gt;
|-&lt;br /&gt;
|3||Japanese_Lang._&amp;amp;_Culture||Female||2.1972||0||4.6728||1.7918||1.0986||2.3026||1.3863||0||3.6636||5.1475&lt;br /&gt;
|-&lt;br /&gt;
|2||Japanese_Lang._&amp;amp;_Culture||Female||1.0986||0||3.6376||1.6094||0.6931||2.0794||0||0||3.3673||4.382&lt;br /&gt;
|-&lt;br /&gt;
|1||Japanese_Lang._&amp;amp;_Culture||Female||1.6094||0||4.2485||1.3863||1.0986||2.0794||1.7918||0||4.1109||5.0239&lt;br /&gt;
|-&lt;br /&gt;
|5||Latin:_Literature||Female||2.1972||0.6931||3.8286||2.3026||1.0986||2.6391||1.6094||0.6931||5.2095||5.5835&lt;br /&gt;
|-&lt;br /&gt;
|4||Latin:_Literature||Female||2.3026||0||3.9318||2.4849||0.6931||2.7081||1.0986||0.6931||5.3706||5.7137&lt;br /&gt;
|-&lt;br /&gt;
|3||Latin:_Literature||Female||2.8904||1.0986||4.1897||2.7081||1.6094||3.1781||2.0794||0.6931||5.9162||6.2226&lt;br /&gt;
|-&lt;br /&gt;
|2||Latin:_Literature||Female||2.7081||1.3863||3.5264||2.6391||2.1972||2.4849||1.6094||0||5.5094||5.8081&lt;br /&gt;
|-&lt;br /&gt;
|1||Latin:_Literature||Female||2.8332||1.3863||4.3567||3.1781||2.3026||3.3322||3.3322||1.0986||5.9965||6.3733&lt;br /&gt;
|-&lt;br /&gt;
|5||Latin:_Vergil||Female||3.091||0||4.2047||2.3026||1.0986||3.091||2.0794||0.6931||5.7366||6.0799&lt;br /&gt;
|-&lt;br /&gt;
|4||Latin:_Vergil||Female||2.9444||0.6931||4.1897||2.3026||0||2.9957||1.7918||1.0986||5.6168||5.9764&lt;br /&gt;
|-&lt;br /&gt;
|3||Latin:_Vergil||Female||3.1355||1.6094||4.2047||2.6391||2.3026||3.3673||2.5649||1.6094||6.0521||6.3682&lt;br /&gt;
|-&lt;br /&gt;
|2||Latin:_Vergil||Female||2.3026||1.6094||3.6636||3.0445||2.3026||3.0445||2.4849||1.0986||5.8319||6.1181&lt;br /&gt;
|-&lt;br /&gt;
|1||Latin:_Vergil||Female||2.9957||1.6094||3.6636||2.9444||2.5649||2.7081||2.7081||0||5.8665||6.157&lt;br /&gt;
|-&lt;br /&gt;
|5||Music_Theory||Female||3.0445||0||5.0938||2.4849||2.0794||3.1781||2.5649||0.6931||6.2989||6.6593&lt;br /&gt;
|-&lt;br /&gt;
|4||Music_Theory||Female||3.5835||1.0986||5.1059||2.8332||2.0794||3.2189||2.7726||1.0986||6.525||6.8533&lt;br /&gt;
|-&lt;br /&gt;
|3||Music_Theory||Female||3.6109||2.1972||5.2983||3.6889||2.9444||3.8286||4.0604||2.4849||6.9754||7.3018&lt;br /&gt;
|-&lt;br /&gt;
|2||Music_Theory||Female||3.7136||2.4849||5.3279||4.7536||3.6109||4.3307||4.1589||2.8332||6.9431||7.3759&lt;br /&gt;
|-&lt;br /&gt;
|1||Music_Theory||Female||3.1781||1.6094||4.2627||4.8363||3.4657||3.1355||4.2905||2.7726||6.0307||6.6567&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_B||Female||3.8286||0.6931||6.3919||2.3026||2.6391||4.1744||3.3322||1.9459||6.9994||7.5267&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_B||Female||4.0943||2.0794||6.4907||3.7612||3.2581||4.5433||3.6376||1.9459||7.3658||7.8272&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_B||Female||4.9698||2.7081||6.9801||4.7274||4.7449||5.1818||4.8283||3.4012||8.0385||8.4939&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_B||Female||4.6151||2.3979||6.6147||5.2832||4.8752||4.8598||4.9904||3.2581||7.7903||8.268&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_B||Female||5.0434||3.7377||6.7358||6.4329||6.2246||5.3519||6.0981||3.6109||7.801||8.5743&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_C:_Elec._&amp;amp;_Magnet.||Female||2.9957||0.6931||5.4889||1.7918||1.3863||2.6391||2.1972||1.0986||5.7838||6.4249&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_C:_Elec._&amp;amp;_Magnet.||Female||2.6391||1.6094||5.2781||2.3979||1.3863||3.5553||2.6391||0.6931||5.8579||6.4345&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_C:_Elec._&amp;amp;_Magnet.||Female||2.3026||0.6931||4.6151||1.3863||1.6094||2.5649||1.7918||1.0986||5.2832||5.8081&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_C:_Elec._&amp;amp;_Magnet.||Female||2.8332||0.6931||4.8598||2.6391||2.0794||2.5649||2.6391||0.6931||5.7462||6.2226&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_C:_Elec._&amp;amp;_Magnet.||Female||2.0794||1.3863||4.5643||2.4849||2.5649||2.4849||2.6391||0.6931||5.323||5.8805&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_C:_Mechanics||Female||3.6636||0.6931||6.1026||2.3026||1.7918||3.6376||2.9957||1.0986||6.5453||7.1333&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_C:_Mechanics||Female||3.8712||1.0986||6.1048||3.091||2.7726||4.1744||3.3322||2.0794||6.9127||7.3994&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_C:_Mechanics||Female||3.7136||2.1972||5.8636||3.3673||3.2189||3.7377||3.434||1.3863||6.7534||7.2313&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_C:_Mechanics||Female||3.4012||2.5649||5.5053||3.6636||3.6109||3.7842||3.8501||1.7918||6.5653||7.0596&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_C:_Mechanics||Female||3.6636||2.4849||5.7652||4.8903||4.5109||3.8501||4.4998||1.7918||6.5539||7.2661&lt;br /&gt;
|-&lt;br /&gt;
|5||Psychology||Female||5.8665||3.5264||7.6163||5.591||4.92||6.2226||5.9081||4.2905||9.2094||9.5289&lt;br /&gt;
|-&lt;br /&gt;
|4||Psychology||Female||6.25||4.5109||7.7222||6.6067||5.8493||6.593||6.5511||4.7707||9.4938||9.8401&lt;br /&gt;
|-&lt;br /&gt;
|3||Psychology||Female||5.961||4.2905||7.3588||6.7452||5.9296||6.3154||6.4998||4.8363||9.2432||9.6109&lt;br /&gt;
|-&lt;br /&gt;
|2||Psychology||Female||5.7071||3.8067||6.8896||6.7286||5.9108||5.8721||6.3526||4.4659||8.8105||9.2345&lt;br /&gt;
|-&lt;br /&gt;
|1||Psychology||Female||6.2186||4.3944||7.3192||7.8846||6.9412||6.4646||7.2951||5.3132||8.9704||9.6778&lt;br /&gt;
|-&lt;br /&gt;
|5||Spanish_Language||Female||5.8464||1.3863||6.2653||4.1897||8.4809||5.6276||8.4442||5.4931||7.7169||9.4858&lt;br /&gt;
|-&lt;br /&gt;
|4||Spanish_Language||Female||6.2577||2.7726||6.7811||5.0752||8.6575||5.9108||8.3843||5.7621||8.3255||9.7121&lt;br /&gt;
|-&lt;br /&gt;
|3||Spanish_Language||Female||5.9839||3.0445||6.6425||5.4596||8.2651||5.7494||7.8947||5.366||8.2853||9.4314&lt;br /&gt;
|-&lt;br /&gt;
|2||Spanish_Language||Female||5.9054||3.2958||6.7382||5.8551||7.9645||5.8464||7.5832||5.2417||8.3916||9.3384&lt;br /&gt;
|-&lt;br /&gt;
|1||Spanish_Language||Female||5.8944||3.5264||6.7662||6.7878||7.5016||5.8861||7.2535||5.1299||8.5138||9.2947&lt;br /&gt;
|-&lt;br /&gt;
|5||Spanish_Literature||Female||3.2581||0.6931||4.0431||1.9459||5.656||3.3673||5.9738||2.7081||5.5255||6.9641&lt;br /&gt;
|-&lt;br /&gt;
|4||Spanish_Literature||Female||4.382||0||4.5326||2.9957||6.8123||3.8067||6.612||3.434||6.0162||7.7515&lt;br /&gt;
|-&lt;br /&gt;
|3||Spanish_Literature||Female||4.3307||0||4.2195||3.1355||7.1724||3.7842||6.8437||3.5553||5.8081||7.942&lt;br /&gt;
|-&lt;br /&gt;
|2||Spanish_Literature||Female||3.7136||1.0986||3.4012||2.5649||6.6107||3.0445||6.2785||3.091||4.8122||7.3271&lt;br /&gt;
|-&lt;br /&gt;
|1||Spanish_Literature||Female||4.4543||1.0986||3.3673||3.6109||6.8947||3.4965||6.6267||4.1589||5.2364||7.6843&lt;br /&gt;
|-&lt;br /&gt;
|5||Statistics||Female||4.6347||1.7918||6.9431||3.7377||3.7377||4.7622||3.912||2.3979||7.9494||8.3507&lt;br /&gt;
|-&lt;br /&gt;
|4||Statistics||Female||5.4027||2.9957||7.384||5.1985||4.6728||5.5872||5.2575||3.4657||8.7799||9.1188&lt;br /&gt;
|-&lt;br /&gt;
|3||Statistics||Female||5.687||3.8501||7.5038||5.9026||5.5175||5.9532||5.7807||4.0431||9.1016||9.4335&lt;br /&gt;
|-&lt;br /&gt;
|2||Statistics||Female||5.5835||3.6636||7.0501||6.0638||5.663||5.6664||5.8636||3.9318||8.7236||9.1056&lt;br /&gt;
|-&lt;br /&gt;
|1||Statistics||Female||5.961||4.2627||7.4218||7.4518||6.7923||6.1612||6.8211||4.8675||8.8849||9.509&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_2-D_Design||Female||3.3322||2.0794||4.8442||3.2958||2.7081||3.5553||3.5553||2.3026||6.5265||6.8669&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_2-D_Design||Female||4.3307||1.3863||5.2781||4.0431||3.912||4.3694||4.6913||2.3026||7.2724||7.6074&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_2-D_Design||Female||4.6634||2.9957||5.7004||4.654||4.7185||4.8598||5.112||3.1781||7.7433||8.0892&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_2-D_Design||Female||4.6052||2.9957||5.273||4.804||4.6151||4.804||4.8363||3.1781||7.453||7.8348&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_2-D_Design||Female||2.5649||1.0986||3.0445||3.8918||3.7136||2.8332||3.6109||2.4849||5.5452||6.089&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_3-D_Design||Female||1.6094||0||2.5649||1.7918||2.0794||0.6931||1.3863||1.0986||4.4998||4.8203&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_3-D_Design||Female||2.0794||0.6931||2.9444||2.6391||2.3026||2.3979||2.5649||0||4.804||5.2575&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_3-D_Design||Female||3.1355||2.0794||3.9703||3.2958||3.091||3.5835||3.6889||1.3863||6.0186||6.4232&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_3-D_Design||Female||2.7726||1.6094||3.6109||3.3322||3.091||3.091||3.2958||1.6094||5.649||6.0822&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_3-D_Design||Female||0||0.6931||2.3026||2.8904||1.7918||1.3863||2.0794||0||4.1271||4.6444&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_Drawing||Female||3.7136||1.6094||5.553||3.3322||3.1781||3.6636||3.912||1.6094||6.6107||7.0775&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_Drawing||Female||4.0431||1.9459||5.5683||3.9512||3.8918||4.2195||4.3944||2.8904||7.0707||7.4748&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_Drawing||Female||4.6913||2.6391||6.089||4.6913||4.8122||5.0173||5.2575||2.8332||7.7592||8.1579&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_Drawing||Female||4.5539||2.7726||5.3566||4.9558||4.8598||4.7185||4.804||3.1781||7.3258||7.7677&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_Drawing||Female||2.8904||0.6931||3.2189||4.4427||3.4965||2.8904||3.5835||1.6094||5.4072||6.0799&lt;br /&gt;
|-&lt;br /&gt;
|5||US_History||Female||6.2005||3.3673||8.0057||5.8111||5.4723||6.6187||6.0497||4.2195||9.4152||9.7755&lt;br /&gt;
|-&lt;br /&gt;
|4||US_History||Female||6.7822||4.6728||8.3603||6.9246||6.5497||7.2399||6.7346||5.1705||10.0666||10.402&lt;br /&gt;
|-&lt;br /&gt;
|3||US_History||Female||6.9117||5.2627||8.3236||7.5088||7.1952||7.3245||7.2211||5.3982||10.2096||10.5645&lt;br /&gt;
|-&lt;br /&gt;
|2||US_History||Female||7.1989||5.7746||8.4686||8.1676||7.9523||7.5077||7.7389||5.9349||10.3692||10.8024&lt;br /&gt;
|-&lt;br /&gt;
|1||US_History||Female||7.1389||5.8348||8.1831||8.813||8.5405||7.3512||8.318||6.2748||9.8586||10.6531&lt;br /&gt;
|-&lt;br /&gt;
|5||World_History||Female||4.7791||2.3979||6.7604||4.9488||4.1109||5.4681||4.852||2.9957||8.1182||8.5025&lt;br /&gt;
|-&lt;br /&gt;
|4||World_History||Female||5.204||3.6109||7.157||5.8406||5.2204||5.9322||5.6768||3.7377||8.6043||9.0105&lt;br /&gt;
|-&lt;br /&gt;
|3||World_History||Female||5.8377||4.0775||7.6192||6.7105||6.2265||6.4003||6.5497||4.7095||9.0604||9.5308&lt;br /&gt;
|-&lt;br /&gt;
|2||World_History||Female||5.9636||4.4427||7.511||7.0909||6.8575||6.525||6.8742||4.9416||9.0203||9.5822&lt;br /&gt;
|-&lt;br /&gt;
|1||World_History||Female||6.1377||4.3944||7.1436||7.8376||7.5256||6.3081||7.4905||5.3423||8.6406||9.5748&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Percentage of Students)===&lt;br /&gt;
The table below contains the numbers of students and their relative proportion (percent).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| colspan=2| || colspan=5| '''Examination Grade''' || colspan=4| '''Summary Statistics''' &lt;br /&gt;
|-&lt;br /&gt;
| '''Disciplines''' ||  '''Sample Size''' || '''5''' || '''4''' || '''3''' || '''2''' || '''1''' || '''Number of Students''' || '''3 or Higher / %''' || '''Mean Grade''' || '''Standard Deviation'''&lt;br /&gt;
|-&lt;br /&gt;
| '''Art History''' || N || 2286 || 4243 || 5006 || 3550 || 3751 || 18836 || 11535 || 2.88 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.13633468 || 22.52601402 || 26.57676789 || 18.84688894 || 19.91399448 ||  || 61.23911659 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Biology''' || N || 27996 || 29338 || 30749 || 33664 || 23049 || 144796 || 88083 || 3.04 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.33478825 || 20.26160944 || 21.23608387 || 23.24926103 || 15.91825741 ||  || 60.83248156 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB''' || N || 44409 || 39682 || 40448 || 32704 || 54450 || 211693 || 124539 || 2.94 || 1.49&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.97802006 || 18.74506951 || 19.10691426 || 15.44878669 || 25.72120949 ||  || 58.83000383 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus BC''' || N || 27949 || 11489 || 12095 || 4090 || 8688 || 64311 || 51533 || 3.71 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.4591283 || 17.86475098 || 18.80704701 || 6.359720732 || 13.50935299 ||  || 80.13092628 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB Subscores''' || N || 32268 || 14168 || 8915 || 4222 || 4738 || 64311 || 55351 || 4.01 || 1.25&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 50.17493119 || 22.0304458 || 13.86232526 || 6.564973333 || 7.367324408 ||  || 86.06770226 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chemistry''' || N || 14820 || 17462 || 22321 || 17928 || 24605 || 97136 || 54603 || 2.79 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.25695931 || 17.97685719 || 22.97912206 || 18.45659694 || 25.3304645 ||  || 56.21293856 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language'''   (Total Group) || N || 2643 || 386 || 146 || 36 || 50 || 3261 || 3175 || 4.7 || 0.74&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 81.04875805 || 11.83685986 || 4.477154247 || 1.103955842 || 1.533272002 ||  || 97.36277216 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language''' (Standard Group)** || N || 177 || 71 || 60 || 24 || 31 || 363 || 308 || 3.93 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 48.76033058 || 19.55922865 || 16.52892562 || 6.611570248 || 8.539944904 ||  || 84.84848485 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' A || N || 2902 || 3434 || 2178 || 1433 || 5102 || 15049 || 8514 || 2.84 || 1.56&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.28367333 || 22.81879195 || 14.47272244 || 9.522227391 || 33.90258489 ||  || 56.57518772 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' AB || N || 1682 || 997 || 926 || 473 || 986 || 5064 || 3605 || 3.38 || 1.5&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.21484992 || 19.68799368 || 18.28593997 || 9.340442338 || 19.47077409 ||  || 71.18878357 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Macro''' || N || 8462 || 14693 || 9881 || 10311 || 16769 || 60116 || 33036 || 2.8 || 1.43&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 14.0761195 || 24.44108058 || 16.43655599 || 17.15183978 || 27.89440415 ||  || 54.95375607 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Micro''' || N || 6080 || 10300 || 7766 || 5459 || 7778 || 37383 || 24146 || 3.04 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.26407725 || 27.55263087 || 20.77414868 || 14.60289436 || 20.80624883 ||  || 64.59085681 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Language''' || N || 25840 || 51720 || 88529 || 85517 || 30624 || 282230 || 166089 || 2.85 || 1.12&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.155653191 || 18.32547922 || 31.36767884 || 30.30046416 || 10.85072459 ||  || 58.84881125 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Literature''' || N || 20829 || 62283 || 99267 || 90050 || 26049 || 298478 || 182379 || 2.87 || 1.06&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.978403768 || 20.86686456 || 33.25772754 || 30.16972775 || 8.727276382 ||  || 61.10299587 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Environmental Science''' || N || 5670 || 12092 || 9383 || 9183 || 16088 || 52416 || 27145 || 2.66 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.81730769 || 23.06929182 || 17.90102259 || 17.51945971 || 30.69291819 ||  || 51.7876221 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''European History''' || N || 10800 || 18314 || 34823 || 10910 || 22195 || 97042 || 63937 || 2.84 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.12920179 || 18.87224089 || 35.8844624 || 11.24255477 || 22.87154016 ||  || 65.88590507 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Total Group)** || N || 2743 || 3655 || 6643 || 4361 || 4307 || 21709 || 13041 || 2.82 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.63531254 || 16.83633516 || 30.60021189 || 20.08844258 || 19.83969782 ||  || 60.0718596 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Standard Group)** || N || 1244 || 2510 || 5331 || 3816 || 3928 || 16829 || 9085 || 2.6 || 1.2&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 7.392001901 || 14.91473052 || 31.67746152 || 22.6751441 || 23.34066195 ||  || 53.98419395 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Literature''' || N || 501 || 487 || 480 || 337 || 263 || 2068 || 1468 || 3.3 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.22630561 || 23.54932302 || 23.21083172 || 16.2959381 || 12.71760155 ||  || 70.98646035 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Total Group)** || N || 1316 || 1160 || 1158 || 1043 || 720 || 5397 || 3634 || 3.24 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.38391699 || 21.49342227 || 21.45636465 || 19.32555123 || 13.34074486 ||  || 67.33370391 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Standard Group)** || N || 342 || 760 || 938 || 885 || 635 || 3560 || 2040 || 2.8 || 1.23&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.606741573 || 21.34831461 || 26.34831461 || 24.85955056 || 17.83707865 ||  || 57.30337079 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics  Comparative''' || N || 2188 || 2635 || 3000 || 3039 || 2496 || 13358 || 7823 || 2.92 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.37969756 || 19.72600689 || 22.45845186 || 22.75041174 || 18.68543195 ||  || 58.56415631 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics United States''' || N || 9705 || 30488 || 43245 || 51620 || 25920 || 160978 || 83438 || 2.67 || 1.13&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.028774118 || 18.93923393 || 26.86391929 || 32.06649356 || 16.1015791 ||  || 51.83192734 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Human Geography''' || N || 3249 || 5183 || 6320 || 4724 || 9529 || 29005 || 14752 || 2.58 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.20151698 || 17.86933287 || 21.78934666 || 16.2868471 || 32.85295639 ||  || 50.86019652 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Total Group) || N || 252 || 209 || 393 || 329 || 459 || 1642 || 854 || 2.67 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.34713764 || 12.72838002 || 23.93422655 || 20.0365408 || 27.95371498 ||  || 52.00974421 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Standard Group)** || N || 85 || 138 || 311 || 292 || 433 || 1259 || 534 || 2.32 || 1.24&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.751389992 || 10.96108022 || 24.70214456 || 23.19301033 || 34.3923749 ||  || 42.41461477 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Total Group)** || N || 724 || 154 || 314 || 152 || 323 || 1667 || 1192 || 3.48 || 1.57&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.43131374 || 9.23815237 || 18.83623275 || 9.118176365 || 19.37612478 ||  || 71.50569886 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Standard Group)** || N || 102 || 66 || 182 || 99 || 218 || 667 || 350 || 2.6 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.29235382 || 9.895052474 || 27.28635682 || 14.84257871 || 32.68365817 ||  || 52.47376312 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Literature''' || N || 508 || 549 || 962 || 612 || 1140 || 3771 || 2019 || 2.65 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 13.47122779 || 14.55847255 || 25.51047468 || 16.22911695 || 30.23070804 ||  || 53.54017502 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Vergil''' || N || 937 || 911 || 1229 || 931 || 921 || 4929 || 3077 || 3 || 1.37&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.00994116 || 18.4824508 || 24.9340637 || 18.88821262 || 18.68533171 ||  || 62.42645567 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' || N || 2210 || 2263 || 3400 || 3517 || 1804 || 13194 || 7873 || 2.97 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.7500379 || 17.15173564 || 25.76928907 || 26.65605578 || 13.67288161 ||  || 59.6710626 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Aural Subscore || N || 2184 || 2296 || 3219 || 3767 || 1728 || 13194 || 7699 || 2.96 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.55297863 || 17.40184933 || 24.39745339 || 28.55085645 || 13.09686221 ||  || 58.35228134 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Nonaural Subscore || N || 2240 || 2305 || 3398 || 3461 || 1790 || 13194 || 7943 || 2.98 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.97741398 || 17.47006215 || 25.75413067 || 26.23162043 || 13.56677278 ||  || 60.20160679 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics B''' || N || 8869 || 9279 || 14931 || 10210 || 11601 || 54890 || 33079 || 2.88 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.15777009 || 16.90471853 || 27.20167608 || 18.60083804 || 21.13499727 ||  || 60.26416469 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C E&amp;amp;M''' || N || 3787 || 2871 || 1354 || 1890 || 1290 || 11192 || 8012 || 3.53 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.83666905 || 25.65225161 || 12.09792709 || 16.88706219 || 11.52609006 ||  || 71.58684775 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C Mechanics''' || N || 6877 || 6669 || 5268 || 3699 || 3801 || 26314 || 18814 || 3.35 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 26.13437714 || 25.34392339 || 20.01976134 || 14.05715589 || 14.44478225 ||  || 71.49806187 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Psychology''' || N || 21833 || 30430 || 23851 || 15902 || 24112 || 116128 || 76114 || 3.09 || 1.41&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 18.80080601 || 26.20384403 || 20.53854368 || 13.69351061 || 20.76329567 ||  || 65.54319372 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Total Group) || N || 20397 || 25383 || 19464 || 17892 || 18063 || 101199 || 65244 || 3.12 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.1553375 || 25.08226366 || 19.23339163 || 17.6800166 || 17.8489906 ||  || 64.4709928 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Standard Group)** || N || 4299 || 8269 || 8085 || 9230 || 11290 || 41173 || 20653 || 2.64 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.44130862 || 20.0835499 || 19.63665509 || 22.41760377 || 27.42088262 ||  || 50.16151361 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Literature''' || N || 1757 || 3464 || 4207 || 2277 || 3616 || 15321 || 9428 || 2.83 || 1.32&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.46791985 || 22.60949024 || 27.45904314 || 14.86195418 || 23.60159259 ||  || 61.53645323 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Statistics''' || N || 11643 || 21076 || 24922 || 16755 || 23637 || 98033 || 57641 || 2.8 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.87661298 || 21.49888303 || 25.42205176 || 17.09118358 || 24.11126865 ||  || 58.79754776 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art Drawing''' || N || 1681 || 2470 || 5043 || 3546 || 818 || 13558 || 9194 || 3.05 || 1.09&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.39858386 || 18.21802626 || 37.19575159 || 26.15430004 || 6.03333825 ||  || 67.81236171 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 2-D Design''' || N || 1494 || 2861 || 4665 || 3674 || 716 || 13410 || 9020 || 3.06 || 1.07&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.1409396 || 21.33482476 || 34.78747204 || 27.39746458 || 5.339299031 ||  || 67.26323639 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 3-D Design''' || N || 223 || 324 || 935 || 665 || 173 || 2320 || 1482 || 2.9 || 1.05&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.612068966 || 13.96551724 || 40.30172414 || 28.6637931 || 7.456896552 ||  || 63.87931034 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''United States History''' || N || 37110 || 66325 || 74153 || 87268 || 68706 || 333562 || 177588 || 2.75 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.125368 || 19.88385967 || 22.23064977 || 26.16245256 || 20.59767 ||  || 53.23987744 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''World History''' || N || 11461 || 17183 || 26616 || 24773 || 21942 || 101975 || 55260 || 2.72 || 1.28&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;hr&amp;gt;&lt;br /&gt;
* SOCR Home page: http://www.socr.ucla.edu&lt;br /&gt;
&lt;br /&gt;
{{translate|pageName=http://wiki.stat.ucla.edu/socr/index.php?title=SOCR_Data_Dinov_030708_APExamScores}}&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11367</id>
		<title>SOCR Data Dinov 030708 APExamScores</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11367"/>
		<updated>2011-10-31T18:38:23Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* 2007 USA AP Exam Score Distribution (Log Transformation) */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== [[SOCR_Data |SOCR Data]] - 2007 Advanced Placement (AP) Exam Scores by Discipline==&lt;br /&gt;
&lt;br /&gt;
===Data Description===&lt;br /&gt;
* '''Source''': [http://professionals.collegeboard.com/data-reports-research/ap/data-2007 The College Board AP Results for 2007].&lt;br /&gt;
&lt;br /&gt;
* '''Summary''':&lt;br /&gt;
[[Image:SOCR_Data_Dinov_APExams_062408_Fig1.png|150px|thumbnail|right| [http://www.hoover.org/publications/ednext/3260116.html AP Exams] ]]&lt;br /&gt;
&lt;br /&gt;
: The goals of collecting this data on AP exam scores by discipline was to gauge the individual success on an AP Exam in 2007. Most students view a grade of 3 or higher as a successful grade (grade range {1 (worst), 2, 3, 4, 5(best)}. Of interest was to evaluate the performance for each grade level, type of school, or geographic location.&lt;br /&gt;
&lt;br /&gt;
: This table reflects 2,533,431 AP Examinations taken by 1,464,254 students from 16,464 secondary schools.&lt;br /&gt;
&lt;br /&gt;
: Standard students generally receive most of their foreign language training in U.S. schools. They did not indicate on their answer sheet that they regularly speak or hear the foreign language of the examination, or that they have lived for one month or more   in a country where the language is spoken.&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Genders and Grace Levels)===&lt;br /&gt;
The table below contains the raw numbers of students taking different AP exams, their scores and grade levels and genders.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || colspan=&amp;quot;5&amp;quot; |Examination Grade||colspan=&amp;quot;4&amp;quot;|Summary Statistics||colspan=&amp;quot;7&amp;quot;|Grade Level||colspan=&amp;quot;2&amp;quot;|Gender&lt;br /&gt;
|-&lt;br /&gt;
|5||4||3||2||1||Number of Students||3 or Higher%||Mean Grade||Standard Deviation||9th Grade||10th Grade||11th Grade||12th Grade||Not HS||&amp;lt;9th Grade||Other||Male||Female&lt;br /&gt;
|-&lt;br /&gt;
| Biology||27996||29338||30749||33664||23049||144796||88083||3.04||1.36||1368||13311||54119||70493||85||24||5396||60597||84199&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB||44409||39682||40448||32704||54450||211693||124539||2.94||1.49||190||2655||38717||162361||484||30||7256||109095||102598&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB Subscores||32268||14168||8915||4222||4738||64311||55351||4.01||1.25||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Calculus BC||27949||11489||12095||4090||8688||64311||51533||3.71||1.42||121||1255||14142||46713||134||15||1931||38028||26283&lt;br /&gt;
|-&lt;br /&gt;
| Chemistry||14820||17462||22321||17928||24605||97136||54603||2.79||1.39||50||5550||50226||37751||220||5||3334||51743||45393&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Standard Group)**||177||71||60||24||31||363||308||3.93||1.30||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Total Group)**||2643||386||146||36||50||3261||3175||4.70||0.74||80||367||1193||1453||5||7||156||1482||1779&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science A||2902||3434||2178||1433||5102||15049||8514||2.84||1.56||215||2508||5539||6274||13||3||497||12282||2767&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science AB||1682||997||926||473||986||5064||3605||3.38||1.50||43||599||2024||2246||13||5||134||4461||603&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Macro||8462||14693||9881||10311||16769||60116||33036||2.80||1.43||109||876||6684||49818||245||2||2382||32931||27185&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Micro||6080||10300||7766||5459||7778||37383||24146||3.04||1.38||24||1109||5589||29006||228||2||1425||21438||15945&lt;br /&gt;
|-&lt;br /&gt;
| English Language||25840||51720||88529||85517||30624||282230||166089||2.85||1.12||90||4346||229191||37769||64||3||10767||104425||177805&lt;br /&gt;
|-&lt;br /&gt;
| English Literature||20829||62283||99267||90050||26049||298478||182379||2.87||1.06||20||651||23745||262341||151||4||11566||108109||190369&lt;br /&gt;
|-&lt;br /&gt;
| Environmental Science||5670||12092||9383||9183||16088||52416||27145||2.66||1.40||728||2068||17448||29665||45||0||2462||23129||29287&lt;br /&gt;
|-&lt;br /&gt;
| European History||10800||18314||34823||10910||22195||97042||63937||2.84||1.28||419||48885||15659||28580||36||1||3462||45075||51967&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Standard Group)**||1244||2510||5331||3816||3928||16829||9085||2.60||1.20||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Total Group)**||2743||3655||6643||4361||4307||21709||13041||2.82||1.28||162||1119||5943||13555||13||84||833||6535||15174&lt;br /&gt;
|-&lt;br /&gt;
| French Literature||501||487||480||337||263||2068||1468||3.30||1.34||10||111||489||1360||2||0||96||594||1474&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Standard Group)**||342||760||938||885||635||3560||2040||2.80||1.23||.||.||.||.||.||.||.||.||&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Total Group)**||1316||1160||1158||1043||720||5397||3634||3.24||1.36||80||302||1273||3505||12||39||186||2778||2619&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics Comparative||2188||2635||3000||3039||2496||13358||7823||2.92||1.35||8||711||2285||9745||15||0||594||6986||6372&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics United States||9705||30488||43245||51620||25920||160978||83438||2.67||1.13||946||8258||16900||128710||55||6||6103||75427||85551&lt;br /&gt;
|-&lt;br /&gt;
| Human Geography||3249||5183||6320||4724||9529||29005||14752||2.58||1.39||12546||5219||3874||6229||10||2||1125||13182||15823&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Standard Group)**||85||138||311||292||433||1259||534||2.32||1.24||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Total Group)**||252||209||393||329||459||1642||854||2.67||1.40||8||27||263||1267||6||0||71||582||1060&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Standard Group)**||102||66||182||99||218||667||350||2.60||1.42||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Total Group)**||724||154||314||152||323||1667||1192||3.48||1.57||31||96||456||1026||3||2||53||773||894&lt;br /&gt;
|-&lt;br /&gt;
| Latin Literature||508||549||962||612||1140||3771||2019||2.65||1.39||11||156||1564||1920||3||1||116||1766||2005&lt;br /&gt;
|-&lt;br /&gt;
| Latin Vergil||937||911||1229||931||921||4929||3077||3||1.37||36||313||2112||2299||1||1||167||2578||2351&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory||2210||2263||3400||3517||1804||13194||7873||2.97||1.29||105||1175||4239||7189||12||15||459||7507||5687&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Aural Subscore||2184||2296||3219||3767||1728||13194||7699||2.96||1.28||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Nonaural Subscore||2240||2305||3398||3461||1790||13194||7943||2.98||1.29||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Physics B||8869||9279||14931||10210||11601||54890||33079||2.88||1.35||103||1144||19411||32138||77||24||1993||35711||19179&lt;br /&gt;
|-&lt;br /&gt;
| Physics C E&amp;amp;M||3787||2871||1354||1890||1290||11192||8012||3.53||1.40||5||132||1275||9370||83||5||322||8678||2514&lt;br /&gt;
|-&lt;br /&gt;
| Physics C Mechanics||6877||6669||5268||3699||3801||26314||18814||3.35||1.38||8||218||3498||21651||99||9||831||19291||7023&lt;br /&gt;
|-&lt;br /&gt;
| Psychology||21833||30430||23851||15902||24112||116128||76114||3.09||1.41||123||3329||37075||70456||88||5||5052||40920||75208&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Standard Group)**||4299||8269||8085||9230||11290||41173||20653||2.64||1.34||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Total Group)**||20397||25383||19464||17892||18063||101199||65244||3.12||1.39||2677||11677||35429||43772||133||2864||4647||36166||65033&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Literature||1757||3464||4207||2277||3616||15321||9428||2.83||1.32||129||1114||4541||8598||7||0||932||5100||10221&lt;br /&gt;
|-&lt;br /&gt;
| Statistics||11643||21076||24922||16755||23637||98033||57641||2.80||1.34||117||3964||18782||71348||193||10||3619||48854||49179&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 2-D Design||1494||2861||4665||3674||716||13410||9020||3.06||1.07||16||212||2314||10169||22||1||676||3895||9515&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 3-D Design||223||324||935||665||173||2320||1482||2.90||1.05||5||41||300||1822||5||0||147||823||1497&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art Drawing||1681||2470||5043||3546||818||13558||9194||3.05||1.09||8||316||2506||10012||22||0||694||3964||9594&lt;br /&gt;
|-&lt;br /&gt;
| United States History||37110||66325||74153||87268||68706||333562||177588||2.75||1.29||354||27033||277343||17332||40||10||11450||151569||181993&lt;br /&gt;
|-&lt;br /&gt;
| World History||11461||17183||26616||24773||21942||101975||55260||2.72||1.28||4685||78011||10172||5561||19||4||3523||45716||56259&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution===&lt;br /&gt;
The table below contains the numbers and scores of US students taking different AP exams.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || rowspan=&amp;quot;2&amp;quot;|Examination Grade||colspan=&amp;quot;2&amp;quot;|Gender||colspan=&amp;quot;9&amp;quot;|Ethnic Group||rowspan=&amp;quot;2&amp;quot;|Total&lt;br /&gt;
|-&lt;br /&gt;
|Male||Female||Not Stated||American Indian||Asian||Black||Mexican American||Other||Other Hispanic||Puerto Rican||White&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Art History||5||730||1469||86||8||352||28||45||122||64||8||1486||2199&lt;br /&gt;
|-&lt;br /&gt;
| 4||1377||2763||160||14||670||74||138||223||213||18||2630||4140&lt;br /&gt;
|-&lt;br /&gt;
| 3||1614||3288||190||25||711||141||211||242||348||37||2997||4902&lt;br /&gt;
|-&lt;br /&gt;
| 2||1141||2332||124||16||511||145||223||163||291||35||1965||3473&lt;br /&gt;
|-&lt;br /&gt;
| 1||1296||2403||162||22||499||279||347||152||461||41||1736||3699&lt;br /&gt;
|-&lt;br /&gt;
| Total||6158||12255||722||85||2743||667||964||902||1377||139||10814||18413&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.85||2.88||2.84||2.65||2.95||2.14||2.29||3.00||2.37||2.40||3.02||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Biology||5||13617||13318||731||51||7032||398||317||1150||560||96||16600||26935&lt;br /&gt;
|-&lt;br /&gt;
| 4||13026||15463||771||100||5569||808||526||1223||726||132||18634||28489&lt;br /&gt;
|-&lt;br /&gt;
| 3||12717||17312||833||140||4954||1143||824||1177||988||182||19788||30029&lt;br /&gt;
|-&lt;br /&gt;
| 2||12309||20768||997||193||4740||2089||1555||1303||1481||272||20447||33077&lt;br /&gt;
|-&lt;br /&gt;
| 1||7354||15437||737||152||2920||3585||2174||893||1965||283||10082||22791&lt;br /&gt;
|-&lt;br /&gt;
| Total||59023||82298||4069||636||25215||8023||5396||5746||5720||965||85551||141321&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.22||2.88||2.94||2.54||3.36||2.05||2.12||3.08||2.38||2.47||3.13||3.03&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus AB||5||25366||16543||962||84||8008||512||617||1202||901||115||29508||41909&lt;br /&gt;
|-&lt;br /&gt;
| 4||20395||17916||897||110||6279||853||798||1178||947||135||27114||38311&lt;br /&gt;
|-&lt;br /&gt;
| 3||19533||19635||983||154||6015||1213||1298||1191||1216||180||26918||39168&lt;br /&gt;
|-&lt;br /&gt;
| 2||15484||16379||749||143||4744||1417||1445||1007||1231||172||20955||31863&lt;br /&gt;
|-&lt;br /&gt;
| 1||24230||29065||1438||332||6876||5334||4557||1563||3312||405||29478||53295&lt;br /&gt;
|-&lt;br /&gt;
| Total||105008||99538||5029||823||31922||9329||8715||6141||7607||1007||133973||204546&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.07||2.76||2.84||2.36||3.12||1.91||2.02||2.91||2.33||2.39||3.05||2.92&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus BC||5||17507||9396||654||53||8045||247||296||918||462||80||16148||26903&lt;br /&gt;
|-&lt;br /&gt;
| 4||6460||4771||268||25||2876||219||180||415||272||38||6938||11231&lt;br /&gt;
|-&lt;br /&gt;
| 3||6450||5410||276||25||2939||306||333||384||337||42||7218||11860&lt;br /&gt;
|-&lt;br /&gt;
| 2||2091||1944||104||18||965||138||146||138||128||17||2381||4035&lt;br /&gt;
|-&lt;br /&gt;
| 1||4382||4203||223||33||1969||494||442||323||393||30||4678||8585&lt;br /&gt;
|-&lt;br /&gt;
| Total||36890||25724||1525||154||16794||1404||1397||2178||1592||207||37363||62614&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.83||3.51||3.67||3.31||3.84||2.71||2.82||3.67||3.18||3.58||3.74||3.70&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chemistry||5||9090||4631||348||25||4372||153||104||486||204||35||7994||13721&lt;br /&gt;
|-&lt;br /&gt;
| 4||9620||6935||446||38||4151||316||207||572||322||53||10450||16555&lt;br /&gt;
|-&lt;br /&gt;
| 3||11583||9871||542||85||4371||569||432||823||552||97||13983||21454&lt;br /&gt;
|-&lt;br /&gt;
| 2||8607||8788||424||76||3034||689||499||599||559||99||11416||17395&lt;br /&gt;
|-&lt;br /&gt;
| 1||10549||13633||653||144||3535||2475||1701||945||1450||205||13074||24182&lt;br /&gt;
|-&lt;br /&gt;
| Total||49449||43858||2413||368||19463||4202||2943||3425||3087||489||56917||93307&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.55||2.76||2.25||3.14||1.81||1.82||2.72||2.12||2.21||2.80||2.77&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chinese Lang &amp;amp; Cultures||5||854||1118||77||.||1857||.||.||20||.||.||16||1972&lt;br /&gt;
|-&lt;br /&gt;
| 4||145||158||8||.||264||.||.||7||.||.||23||303&lt;br /&gt;
|-&lt;br /&gt;
| 3||65||48||11||.||76||3||.||3||.||.||19||113&lt;br /&gt;
|-&lt;br /&gt;
| 2||14||16||1||.||14||.||.||3||.||.||10||30&lt;br /&gt;
|-&lt;br /&gt;
| 1||17||25||.||.||18||2||.||1||.||.||16||42&lt;br /&gt;
|-&lt;br /&gt;
| Total||1095||1365||97||4||2229||5||4||34||3||.||84||2460&lt;br /&gt;
|-&lt;br /&gt;
| Mean||4.65||4.71||4.66||.||4.76||2.20||.||4.24||.||.||3.15||4.68&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science A||5||2386||396||51||6||717||25||25||102||51||12||1793||2782&lt;br /&gt;
|-&lt;br /&gt;
| 4||2810||491||81||8||782||56||60||124||91||14||2085||3301&lt;br /&gt;
|-&lt;br /&gt;
| 3||1726||375||48||12||485||46||51||73||61||12||1313||2101&lt;br /&gt;
|-&lt;br /&gt;
| 2||1119||261||25||6||296||41||43||59||50||11||849||1380&lt;br /&gt;
|-&lt;br /&gt;
| 1||3823||1142||144||22||1039||472||250||216||312||34||2476||4965&lt;br /&gt;
|-&lt;br /&gt;
| Total||11864||2665||349||54||3319||640||429||574||565||83||8516||14529&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.90||2.53||2.63||2.44||2.95||1.63||1.99||2.72||2.15||2.51||2.98||2.83&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science AB||5||1433||179||33||2||444||15||12||63||18||6||1019||1612&lt;br /&gt;
|-&lt;br /&gt;
| 4||831||129||10||2||247||10||17||31||14||3||626||960&lt;br /&gt;
|-&lt;br /&gt;
| 3||787||105||29||1||248||13||11||43||21||2||524||892&lt;br /&gt;
|-&lt;br /&gt;
| 2||401||53||18||2||128||10||3||16||14||2||261||454&lt;br /&gt;
|-&lt;br /&gt;
| 1||820||125||27||6||224||29||32||38||32||4||553||945&lt;br /&gt;
|-&lt;br /&gt;
| Total||4272||591||117||13||1291||77||75||191||99||17||2983||4863&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.39||3.31||3.03||2.38||3.43||2.64||2.65||3.34||2.72||3.29||3.43||3.38&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Macro||5||5037||2469||189||14||1819||68||111||278||189||20||4818||7506&lt;br /&gt;
|-&lt;br /&gt;
| 4||8373||5251||374||36||2698||279||303||495||505||47||8887||13624&lt;br /&gt;
|-&lt;br /&gt;
| 3||5234||4058||241||32||1644||313||360||341||409||44||5908||9292&lt;br /&gt;
|-&lt;br /&gt;
| 2||5146||4718||301||34||1617||402||542||364||529||75||6000||9864&lt;br /&gt;
|-&lt;br /&gt;
| 1||7212||9203||502||83||2015||1687||1746||586||1805||178||7813||16415&lt;br /&gt;
|-&lt;br /&gt;
| Total||31002||25699||1607||199||9793||2749||3062||2064||3437||364||33426||56701&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.50||2.66||2.32||3.07||1.78||1.85||2.77||2.05||2.05||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Micro||5||3697||1401||152||9||1261||44||49||193||78||10||3302||5098&lt;br /&gt;
|-&lt;br /&gt;
| 4||5791||3369||260||20||1871||177||175||340||249||32||6036||9160&lt;br /&gt;
|-&lt;br /&gt;
| 3||4012||3090||209||20||1242||226||209||264||249||47||4636||7102&lt;br /&gt;
|-&lt;br /&gt;
| 2||2654||2457||157||18||788||238||234||182||189||32||3273||5111&lt;br /&gt;
|-&lt;br /&gt;
| 1||3360||4115||247||26||950||960||635||266||619||132||3640||7475&lt;br /&gt;
|-&lt;br /&gt;
| Total||19514||14432||1025||93||6112||1645||1302||1245||1384||253||20887||33946&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.20||2.69||2.92||2.66||3.28||1.85||2.05||3.01||2.26||2.04||3.10||2.98&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lang &amp;amp; Composition||5||10163||15274||704||62||3680||402||333||1100||609||92||18455||25437&lt;br /&gt;
|-&lt;br /&gt;
| 4||19690||31194||1382||209||6156||1281||1189||2043||1592||231||36801||50884&lt;br /&gt;
|-&lt;br /&gt;
| 3||31986||55167||2391||476||9374||3941||3697||3206||3726||566||59776||87153&lt;br /&gt;
|-&lt;br /&gt;
| 2||29442||54801||2560||663||8342||7901||7949||3130||6296||804||46598||84243&lt;br /&gt;
|-&lt;br /&gt;
| 1||11540||18709||1035||300||2122||6162||4937||989||3997||342||10365||30249&lt;br /&gt;
|-&lt;br /&gt;
| Total||102821||175145||8072||1710||29674||19687||18105||10468||16220||2035||171995||277966&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.83||2.77||2.46||3.03||2.08||2.12||2.92||2.29||2.47||3.04||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lit &amp;amp; Composition||5||6482||13815||645||39||2628||264||237||871||365||72||15176||20297&lt;br /&gt;
|-&lt;br /&gt;
| 4||21394||39453||1737||213||6731||1413||1054||2151||1495||252||45801||60847&lt;br /&gt;
|-&lt;br /&gt;
| 3||35632||61469||2744||470||9489||4196||3090||3162||3487||644||69819||97101&lt;br /&gt;
|-&lt;br /&gt;
| 2||32099||56235||2574||651||8637||9177||6305||3068||5555||934||51433||88334&lt;br /&gt;
|-&lt;br /&gt;
| 1||10314||15424||855||254||2138||6879||3148||857||2974||357||8276||25738&lt;br /&gt;
|-&lt;br /&gt;
| Total||105921||186396||8555||1627||29623||21929||13834||10109||13876||2259||190505||292317&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.83||2.89||2.85||2.47||2.97||2.04||2.20||2.91||2.33||2.45||3.04||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Environmental Science||5||3313||2270||177||10||824||53||69||205||123||21||4101||5583&lt;br /&gt;
|-&lt;br /&gt;
| 4||6146||5798||365||36||1420||246||244||460||401||61||8711||11944&lt;br /&gt;
|-&lt;br /&gt;
| 3||4264||5029||285||35||1054||314||244||369||358||53||6581||9293&lt;br /&gt;
|-&lt;br /&gt;
| 2||3682||5421||300||50||973||416||323||336||479||61||6165||9103&lt;br /&gt;
|-&lt;br /&gt;
| 1||5464||10511||560||94||1593||1951||1072||644||1520||181||8360||15975&lt;br /&gt;
|-&lt;br /&gt;
| Total||22869||29029||1687||225||5864||2980||1952||2014||2881||377||33918||51898&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.45||2.58||2.19||2.81||1.67||1.93||2.63||2.00||2.15||2.82||2.65&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|European History||5||5633||4933||301||19||1662||109||120||425||262||29||7639||10566&lt;br /&gt;
|-&lt;br /&gt;
| 4||9106||8811||527||61||2481||304||275||753||508||78||12930||17917&lt;br /&gt;
|-&lt;br /&gt;
| 3||16137||18077||986||139||4169||939||881||1393||1098||181||24428||34214&lt;br /&gt;
|-&lt;br /&gt;
| 2||4661||6079||324||56||1271||438||408||401||455||74||7313||10740&lt;br /&gt;
|-&lt;br /&gt;
| 1||8737||13161||730||116||2377||1761||1557||927||1364||227||12839||21898&lt;br /&gt;
|-&lt;br /&gt;
| Total||44274||51061||2868||391||11960||3551||3241||3899||3687||589||65149||95335&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.73||2.77||2.52||2.98||2.03||2.07||2.83||2.42||2.33||2.93||2.84&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Language||5||701||1450||91||1||201||144||23||170||87||6||1428||2151&lt;br /&gt;
|-&lt;br /&gt;
| 4||884||2221||114||4||374||182||58||220||111||10||2032||3105&lt;br /&gt;
|-&lt;br /&gt;
| 3||1810||4237||193||10||783||302||180||298||273||7||4001||6047&lt;br /&gt;
|-&lt;br /&gt;
| 2||1161||2981||163||12||498||204||181||180||191||7||2706||4142&lt;br /&gt;
|-&lt;br /&gt;
| 1||1286||2924||134||12||466||300||329||188||308||25||2448||4210&lt;br /&gt;
|-&lt;br /&gt;
| Total||5842||13813||695||39||2322||1132||771||1056||970||55||12615||19655&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.73||2.81||2.23||2.72||2.70||2.05||3.00||2.46||2.36||2.78||2.74&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Literature||5||118||314||28||.||44||13||6||28||14||2||297||432&lt;br /&gt;
|-&lt;br /&gt;
| 4||114||319||16||.||53||23||4||24||11||2||300||433&lt;br /&gt;
|-&lt;br /&gt;
| 3||121||322||24||.||50||27||5||25||17||||294||443&lt;br /&gt;
|-&lt;br /&gt;
| 2||101||217||14||.||38||17||10||20||13||1||205||318&lt;br /&gt;
|-&lt;br /&gt;
| 1||85||166||7||.||24||17||3||12||20||1||167||251&lt;br /&gt;
|-&lt;br /&gt;
| Total||539||1338||89||1||209||97||28||109||75||6||1263||1877&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.15||3.30||3.49||.||3.26||2.98||3.00||3.33||2.81||3.50||3.28||3.25&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|German Language||5||464||510||39||2||48||18||1||44||13||1||808||974&lt;br /&gt;
|-&lt;br /&gt;
| 4||533||530||25||4||72||14||10||46||20||1||871||1063&lt;br /&gt;
|-&lt;br /&gt;
| 3||600||516||29||3||67||15||9||37||24||3||929||1116&lt;br /&gt;
|-&lt;br /&gt;
| 2||530||499||30||3||62||11||16||39||19||6||843||1029&lt;br /&gt;
|-&lt;br /&gt;
| 1||415||298||20||7||44||30||24||24||30||5||529||713&lt;br /&gt;
|-&lt;br /&gt;
| Total||2542||2353||143||19||293||88||60||190||106||16||3980||4895&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.19||3.23||2.53||3.06||2.76||2.13||3.25||2.69||2.19||3.15||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics Comp||5||1256||784||60||2||281||28||29||78||62||8||1492||2040&lt;br /&gt;
|-&lt;br /&gt;
| 4||1461||1057||92||11||340||47||50||106||77||11||1784||2518&lt;br /&gt;
|-&lt;br /&gt;
| 3||1488||1390||104||17||344||90||61||134||103||23||2002||2878&lt;br /&gt;
|-&lt;br /&gt;
| 2||1481||1456||85||10||322||156||81||148||127||17||1991||2937&lt;br /&gt;
|-&lt;br /&gt;
| 1||1072||1382||106||22||262||262||134||114||147||24||1383||2454&lt;br /&gt;
|-&lt;br /&gt;
| Total||6758||6069||447||62||1549||583||355||580||516||83||8652||12827&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.74||2.81||2.37||3.04||2.01||2.32||2.80||2.57||2.54||3.00||2.90&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics US||5||5392||4272||267||18||1341||127||138||359||186||25||7203||9664&lt;br /&gt;
|-&lt;br /&gt;
| 4||16375||13992||829||100||3901||580||624||1113||825||131||22264||30367&lt;br /&gt;
|-&lt;br /&gt;
| 3||21584||21509||1101||179||5304||1464||1385||1518||1544||242||30356||43093&lt;br /&gt;
|-&lt;br /&gt;
| 2||22468||28942||1483||279||6275||3227||3145||1925||2815||401||31860||51410&lt;br /&gt;
|-&lt;br /&gt;
| 1||9325||16487||757||160||2885||4032||3439||972||3194||304||10069||25812&lt;br /&gt;
|-&lt;br /&gt;
| Total||75144||85202||4437||736||19706||9430||8731||5887||8564||1103||101752||160346&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.81||2.54||2.63||2.37||2.72||1.89||1.96||2.65||2.07||2.25||2.85||2.67&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Human Geography||5||1765||1310||72||10||446||69||44||122||96||17||2199||3075&lt;br /&gt;
|-&lt;br /&gt;
| 4||2538||2491||145||16||639||184||89||187||228||22||3519||5029&lt;br /&gt;
|-&lt;br /&gt;
| 3||2929||3260||169||21||676||323||170||252||411||63||4104||6189&lt;br /&gt;
|-&lt;br /&gt;
| 2||2019||2627||140||24||448||386||210||176||350||60||2852||4646&lt;br /&gt;
|-&lt;br /&gt;
| 1||3614||5834||329||44||710||1843||645||385||949||196||4347||9448&lt;br /&gt;
|-&lt;br /&gt;
| Total||12865||15522||855||115||2919||2805||1158||1122||2034||358||17021||28387&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.41||2.40||2.34||2.88||1.66||1.86||2.54||2.10||1.89||2.79||2.56&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Italian Language||5||73||122||6||.||5||2||4||11||32||2||131||195&lt;br /&gt;
|-&lt;br /&gt;
| 4||61||127||8||.||2||2||9||8||41||1||117||188&lt;br /&gt;
|-&lt;br /&gt;
| 3||127||258||11||.||23||3||13||13||63||7||252||385&lt;br /&gt;
|-&lt;br /&gt;
| 2||114||214||12||.||16||5||7||12||41||5||230||328&lt;br /&gt;
|-&lt;br /&gt;
| 1||172||287||19||.||18||9||11||14||27||9||352||459&lt;br /&gt;
|-&lt;br /&gt;
| Total||547||1008||56||2||64||21||44||58||204||24||1082||1555&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.54||2.59||2.46||.||2.38||2.19||2.73||2.83||3.05||2.25||2.49||2.57&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Japanese Lang &amp;amp; Culture||5||210||226||18||.||351||1||||30||1||.||34||436&lt;br /&gt;
|-&lt;br /&gt;
| 4||63||66||6||.||79||1||1||5||2||.||34||129&lt;br /&gt;
|-&lt;br /&gt;
| 3||131||171||15||.||172||9||4||13||4||.||85||302&lt;br /&gt;
|-&lt;br /&gt;
| 2||68||79||4||.||67||7||1||13||1||.||54||147&lt;br /&gt;
|-&lt;br /&gt;
| 1||163||151||13||.||116||9||7||18||12||.||136||314&lt;br /&gt;
|-&lt;br /&gt;
| Total||635||693||56||1||785||27||13||79||20||4||343||1328&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.14||3.20||3.21||.||3.61||2.19||1.92||3.20||1.95||.||2.35||3.17&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Literature||5||239||265||18||1||92||10||3||22||7||2||349||504&lt;br /&gt;
|-&lt;br /&gt;
| 4||243||302||18||||83||17||3||27||3||1||393||545&lt;br /&gt;
|-&lt;br /&gt;
| 3||450||503||31||2||117||27||12||41||10||1||712||953&lt;br /&gt;
|-&lt;br /&gt;
| 2||276||332||23||3||60||21||11||22||7||.||461||608&lt;br /&gt;
|-&lt;br /&gt;
| 1||553||585||35||7||134||42||17||46||41||5||811||1138&lt;br /&gt;
|-&lt;br /&gt;
| Total||1761||1987||125||13||486||117||46||158||68||9||2726||3748&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.62||2.66||2.69||1.85||2.87||2.42||2.22||2.73||1.94||2.44||2.64||2.64&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Vergil||5||489||436||32||.||136||16||6||48||11||1||675||925&lt;br /&gt;
|-&lt;br /&gt;
| 4||512||393||36||4||109||15||6||42||12||4||677||905&lt;br /&gt;
|-&lt;br /&gt;
| 3||646||582||34||6||137||28||12||49||21||5||936||1228&lt;br /&gt;
|-&lt;br /&gt;
| 2||475||453||26||5||77||28||16||34||23||3||716||928&lt;br /&gt;
|-&lt;br /&gt;
| 1||449||471||40||8||66||32||26||28||22||1||697||920&lt;br /&gt;
|-&lt;br /&gt;
| Total||2571||2335||168||23||525||119||66||201||89||14||3701||4906&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.94||2.96||2.26||3.33||2.62||2.24||3.24||2.63||3.07||2.98||3.00&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Music Theory||5||1359||779||73||5||334||32||21||57||38||8||1570||2138&lt;br /&gt;
|-&lt;br /&gt;
| 4||1277||946||72||10||299||52||35||64||40||12||1639||2223&lt;br /&gt;
|-&lt;br /&gt;
| 3||1880||1482||86||20||380||102||67||104||126||32||2445||3362&lt;br /&gt;
|-&lt;br /&gt;
| 2||1886||1596||119||18||362||224||109||127||153||41||2329||3482&lt;br /&gt;
|-&lt;br /&gt;
| 1||1011||777||64||15||146||249||82||62||165||30||975||1788&lt;br /&gt;
|-&lt;br /&gt;
| Total||7413||5580||414||68||1521||659||314||414||522||123||8958||12993&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.88||2.93||2.59||3.21||2.08||2.38||2.82||2.30||2.41||3.06||2.96&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics B||5||6142||1856||203||20||2031||54||69||288||137||28||5168||7998&lt;br /&gt;
|-&lt;br /&gt;
| 4||6279||2507||235||27||1750||133||128||276||194||35||6008||8786&lt;br /&gt;
|-&lt;br /&gt;
| 3||9545||4884||406||42||2664||310||364||510||396||60||9677||14429&lt;br /&gt;
|-&lt;br /&gt;
| 2||6085||3896||257||43||1755||414||384||315||403||63||6347||9981&lt;br /&gt;
|-&lt;br /&gt;
| 1||6148||5293||340||74||1810||1137||1112||431||882||89||5566||11441&lt;br /&gt;
|-&lt;br /&gt;
| Total||34199||18436||1441||206||10010||2048||2057||1820||2012||275||32766||52635&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.55||2.79||2.40||3.04||1.81||1.86||2.82||2.16||2.45||2.97||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Elec &amp;amp; Magnet||5||2971||616||97||7||1107||28||23||120||59||5||2141||3587&lt;br /&gt;
|-&lt;br /&gt;
| 4||2143||622||70||13||755||40||31||101||59||9||1687||2765&lt;br /&gt;
|-&lt;br /&gt;
| 3||987||332||28||3||351||32||29||37||22||6||811||1319&lt;br /&gt;
|-&lt;br /&gt;
| 2||1339||503||61||5||425||47||34||56||48||8||1158||1842&lt;br /&gt;
|-&lt;br /&gt;
| 1||918||357||39||3||306||40||40||47||64||5||731||1275&lt;br /&gt;
|-&lt;br /&gt;
| Total||8358||2430||295||31||2944||187||157||361||252||33||6528||10788&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.59||3.26||3.42||3.52||3.66||2.83||2.76||3.53||3.00||3.03||3.51||3.51&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Mechanics||5||5252||1252||166||16||1894||45||52||207||107||18||3999||6504&lt;br /&gt;
|-&lt;br /&gt;
| 4||4847||1634||188||12||1490||74||76||218||138||26||4259||6481&lt;br /&gt;
|-&lt;br /&gt;
| 3||3789||1381||137||26||1034||106||102||157||134||19||3455||5170&lt;br /&gt;
|-&lt;br /&gt;
| 2||2478||1163||93||24||703||119||97||108||144||23||2330||3641&lt;br /&gt;
|-&lt;br /&gt;
| 1||2328||1430||109||20||771||270||230||136||226||25||1971||3758&lt;br /&gt;
|-&lt;br /&gt;
| Total||18694||6860||693||98||5892||614||557||826||749||111||16014||25554&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.44||3.02||3.30||2.80||3.51||2.19||2.32||3.31||2.67||2.90||3.37||3.33&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Psychology||5||7439||13750||589||59||3260||384||233||783||575||101||15205||21189&lt;br /&gt;
|-&lt;br /&gt;
| 4||10963||18770||844||125||3776||1064||545||1127||1110||184||20958||29733&lt;br /&gt;
|-&lt;br /&gt;
| 3||8488||14926||656||117||2645||1212||597||847||1008||183||16149||23414&lt;br /&gt;
|-&lt;br /&gt;
| 2||5378||10244||466||77||1664||1196||548||568||839||138||10126||15622&lt;br /&gt;
|-&lt;br /&gt;
| 1||7682||15958||818||124||2521||3665||1469||945||2098||283||11717||23640&lt;br /&gt;
|-&lt;br /&gt;
| Total||39950||73648||3373||502||13866||7521||3392||4270||5630||889||74155||113598&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.13||3.06||2.98||2.84||3.26||2.11||2.27||3.06||2.51||2.64||3.24||3.08&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Language||5||6585||13170||529||6||809||91||7237||416||6845||356||3466||19755&lt;br /&gt;
|-&lt;br /&gt;
| 4||8649||16516||790||22||1334||228||8890||543||6575||461||6322||25165&lt;br /&gt;
|-&lt;br /&gt;
| 3||6886||12473||598||32||1211||314||6239||468||4108||331||6058||19359&lt;br /&gt;
|-&lt;br /&gt;
| 2||6435||11365||580||43||1327||458||4785||483||3121||303||6700||17800&lt;br /&gt;
|-&lt;br /&gt;
| 1||7121||10879||642||56||1388||1210||3488||549||2397||274||7996||18000&lt;br /&gt;
|-&lt;br /&gt;
| Total||35676||64403||3139||159||6069||2301||30639||2459||23046||1725||30542||100079&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.03||3.15||2.99||2.24||2.81||1.93||3.38||2.92||3.54||3.19||2.69||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Literature||5||452||1057||47||1||78||9||413||40||536||17||368||1509&lt;br /&gt;
|-&lt;br /&gt;
| 4||946||2324||104||1||148||24||1283||65||1024||41||580||3270&lt;br /&gt;
|-&lt;br /&gt;
| 3||1309||2812||95||1||111||30||1929||69||1355||48||483||4121&lt;br /&gt;
|-&lt;br /&gt;
| 2||742||1520||57||2||48||17||1114||28||751||32||213||2262&lt;br /&gt;
|-&lt;br /&gt;
| 1||1415||2173||149||3||49||56||1676||53||1177||84||341||3588&lt;br /&gt;
|-&lt;br /&gt;
| Total||4864||9886||452||8||434||136||6415||255||4843||222||1985||14750&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.65||2.86||2.65||2.38||3.36||2.36||2.63||3.04||2.79||2.44||3.21||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Statistics||5||7099||4232||264||16||2675||92||98||342||152||31||7661||11331&lt;br /&gt;
|-&lt;br /&gt;
| 4||11470||9124||505||65||3697||335||265||583||445||67||14632||20594&lt;br /&gt;
|-&lt;br /&gt;
| 3||11984||12499||606||95||3668||645||520||751||697||97||17404||24483&lt;br /&gt;
|-&lt;br /&gt;
| 2||7526||9005||501||74||2228||748||543||529||640||100||11168||16531&lt;br /&gt;
|-&lt;br /&gt;
| 1||9864||13479||741||123||3142||2776||1516||833||1518||239||12455||23343&lt;br /&gt;
|-&lt;br /&gt;
| Total||47943||48339||2617||373||15410||4596||2942||3038||3452||534||63320||96282&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.97||2.62||2.64||2.40||3.03||1.74||1.94||2.69||2.15||2.16||2.90||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 2-D Design||5||471||959||41||8||172||41||30||57||66||11||1004||1430&lt;br /&gt;
|-&lt;br /&gt;
| 4||755||2012||110||10||275||95||82||104||149||16||1926||2767&lt;br /&gt;
|-&lt;br /&gt;
| 3||1267||3258||156||28||390||198||177||164||236||38||3138||4525&lt;br /&gt;
|-&lt;br /&gt;
| 2||1037||2526||146||32||271||215||164||154||208||37||2336||3563&lt;br /&gt;
|-&lt;br /&gt;
| 1||261||440||23||4||36||84||63||28||64||16||383||701&lt;br /&gt;
|-&lt;br /&gt;
| Total||3791||9195||476||82||1144||633||516||507||723||118||8787||12986&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.06||3.00||2.83||3.24||2.67||2.71||3.02||2.92||2.74||3.09||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 3-D Design||5||93||123||6||||14||7||9||3||10||2||165||216&lt;br /&gt;
|-&lt;br /&gt;
| 4||124||191||13||2||27||18||17||11||24||1||202||315&lt;br /&gt;
|-&lt;br /&gt;
| 3||304||615||37||7||69||34||44||50||58||3||617||919&lt;br /&gt;
|-&lt;br /&gt;
| 2||223||437||25||6||51||41||41||33||42||6||415||660&lt;br /&gt;
|-&lt;br /&gt;
| 1||68||103||1||1||18||22||14||10||15||||90||171&lt;br /&gt;
|-&lt;br /&gt;
| Total||812||1469||82||16||179||122||125||107||149||12||1489||2281&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.94||2.86||2.98||2.63||2.82||2.57||2.73||2.66||2.81||2.92||2.96||2.89&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art Drawing||5||424||1184||57||4||312||55||38||57||80||10||995||1608&lt;br /&gt;
|-&lt;br /&gt;
| 4||614||1762||73||10||350||87||94||84||128||21||1529||2376&lt;br /&gt;
|-&lt;br /&gt;
| 3||1407||3490||162||22||589||214||220||210||287||37||3156||4897&lt;br /&gt;
|-&lt;br /&gt;
| 2||1049||2362||144||23||315||257||234||150||201||31||2056||3411&lt;br /&gt;
|-&lt;br /&gt;
| 1||348||436||36||7||52||157||72||32||69||12||347||784&lt;br /&gt;
|-&lt;br /&gt;
| Total||3842||9234||472||66||1618||770||658||533||765||111||8083||13076&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.93||3.10||2.94||2.71||3.34||2.51||2.68||2.97||2.93||2.87||3.10||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|US History||5||19202||17597||1057||80||6010||611||524||1529||871||134||25983||36799&lt;br /&gt;
|-&lt;br /&gt;
| 4||32938||32925||1773||243||8289||1704||1493||2647||1752||315||47647||65863&lt;br /&gt;
|-&lt;br /&gt;
| 3||34953||38735||1968||339||7943||2938||2524||2697||2539||393||52347||73688&lt;br /&gt;
|-&lt;br /&gt;
| 2||37502||49139||2430||545||8607||5536||5110||3099||4078||650||56586||86641&lt;br /&gt;
|-&lt;br /&gt;
| 1||25869||42321||2118||540||6089||10268||8330||2446||6283||844||31272||68190&lt;br /&gt;
|-&lt;br /&gt;
| Total||150464||180717||9346||1747||36938||21057||17981||12418||15523||2336||213835||331181&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.64||2.70||2.30||2.99||1.90||1.93||2.82||2.15||2.25||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|World History||5||6296||4926||260||31||1921||244||168||526||299||51||7722||11222&lt;br /&gt;
|-&lt;br /&gt;
| 4||8766||8188||402||70||2570||591||451||726||577||84||11483||16954&lt;br /&gt;
|-&lt;br /&gt;
| 3||12593||13777||696||130||3841||1357||1067||1079||1301||215||16684||26370&lt;br /&gt;
|-&lt;br /&gt;
| 2||10102||14503||690||131||3166||1990||1754||1058||1714||249||13853||24605&lt;br /&gt;
|-&lt;br /&gt;
| 1||7472||14396||743||128||1951||3754||2939||807||2727||344||8475||21868&lt;br /&gt;
|-&lt;br /&gt;
| Total||45229||55790||2791||490||13449||7936||6379||4196||6618||943||58217||101019&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.55||2.55||2.48||2.95||1.94||1.93||2.79||2.09||2.20||2.93||2.71&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;6&amp;quot;|Number of Students at Each Grade Level||9/10||101538||124905||5760||935||30886||14085||17858||9133||15675||1879||130232||226443&lt;br /&gt;
|-&lt;br /&gt;
| 11||232003||309833||12672||2918||60620||34079||36140||19844||32393||4088||339082||541836&lt;br /&gt;
|-&lt;br /&gt;
| 12||263655||340942||13422||2986||66847||40389||31527||19353||32595||4974||392504||604597&lt;br /&gt;
|-&lt;br /&gt;
| &amp;lt;9||1198||1941||45||2||61||16||2041||44||762||5||163||3139&lt;br /&gt;
|-&lt;br /&gt;
| Not HS||25269||30885||9347||243||4091||4005||3941||1894||3949||496||28188||56154&lt;br /&gt;
|-&lt;br /&gt;
| Total||623663||808506||41246||7084||162505||92574||91507||50268||85374||11442||890169||1432169&lt;br /&gt;
|}&lt;br /&gt;
&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution (Log Transformation)===&lt;br /&gt;
&lt;br /&gt;
The table below is an expansion of the 2007 USA AP Exam Score Distribution table above. The style of the table was reformatted and the data was transformed by adding 1 to the numbers and then taking a logarithm of result (&amp;lt;math&amp;gt;log_{10}(data+1)&amp;lt;/math&amp;gt;). Also, the missing data present in the previous table have been substituted with zeroes.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| '''Examination_Grade'''||'''Discipline'''||'''Gender'''||'''Not_Stated'''||'''American_Indian'''||'''Asian'''||'''Black'''||'''Mexican_American'''||'''Other'''||'''Other_Hispanic'''||'''Puerto_Rican'''||'''White'''||'''Total'''&lt;br /&gt;
|-&lt;br /&gt;
|5||Art_History||Male||1.4472||0||2.1206||0.7782||1.301||1.5441||1.4314||0.7782||2.6848||2.8639&lt;br /&gt;
|-&lt;br /&gt;
|4||Art_History||Male||1.6812||0.7782||2.3909||1.3617||1.7559||1.8808||1.9395||0.8451||2.9222||3.1392&lt;br /&gt;
|-&lt;br /&gt;
|3||Art_History||Male||1.8633||0.9542||2.4281||1.6021||1.9085||1.9638||2.0755||1||2.9689||3.2082&lt;br /&gt;
|-&lt;br /&gt;
|2||Art_History||Male||1.5682||0.4771||2.3201||1.7076||1.8921||1.716||2.0569||1.1461||2.7723||3.0577&lt;br /&gt;
|-&lt;br /&gt;
|1||Art_History||Male||1.8692||0.699||2.3054||1.959||2.1239||1.7324||2.1847||1.2553||2.7597||3.1129&lt;br /&gt;
|-&lt;br /&gt;
|5||Biology||Male||2.5717||1.415||3.5492||2.2148||2.2923||2.7672||2.4843||1.7324||3.9233||4.1341&lt;br /&gt;
|-&lt;br /&gt;
|4||Biology||Male||2.5798||1.699||3.4252||2.4914||2.4409||2.7459||2.5729||1.7634||3.9226||4.1148&lt;br /&gt;
|-&lt;br /&gt;
|3||Biology||Male||2.5587||1.8261||3.3387||2.6138||2.6117||2.6998||2.6355||1.9345||3.9179||4.1044&lt;br /&gt;
|-&lt;br /&gt;
|2||Biology||Male||2.6117||1.8865||3.2929||2.8215||2.8319||2.6721||2.7649||2.0645||3.8668||4.0903&lt;br /&gt;
|-&lt;br /&gt;
|1||Biology||Male||2.4669||1.7324||3.0386||3.0149||2.8585||2.4871||2.7889||1.9191||3.4998||3.8666&lt;br /&gt;
|-&lt;br /&gt;
|5||Calculus_AB||Male||2.7789||1.8261||3.6518||2.4502||2.6232||2.8439||2.7474||1.8976||4.2597||4.4043&lt;br /&gt;
|-&lt;br /&gt;
|4||Calculus_AB||Male||2.7101||1.8129||3.5053||2.6375||2.6637||2.7657||2.7185||1.8633||4.1629||4.3095&lt;br /&gt;
|-&lt;br /&gt;
|3||Calculus_AB||Male||2.7143||1.8921||3.4544||2.7267||2.8531||2.7574||2.8082||1.9731||4.1317||4.2908&lt;br /&gt;
|-&lt;br /&gt;
|2||Calculus_AB||Male||2.5843||1.9085||3.3537||2.7482||2.8633||2.6812||2.7767||1.8865||4.0139||4.1899&lt;br /&gt;
|-&lt;br /&gt;
|1||Calculus_AB||Male||2.8494||2.1703||3.5037||3.2938||3.3058||2.8306||3.1486||2.3032||4.1436||4.3844&lt;br /&gt;
|-&lt;br /&gt;
|5||Calculus_BC||Male||2.6314||1.6021||3.6902||2.1732||2.3263||2.7551||2.5211||1.7634||4.0345||4.2432&lt;br /&gt;
|-&lt;br /&gt;
|4||Calculus_BC||Male||2.1847||1.301||3.1872||2.0607||2.0607||2.3856||2.2625||1.3979||3.6102||3.8103&lt;br /&gt;
|-&lt;br /&gt;
|3||Calculus_BC||Male||2.2253||1.2304||3.187||2.1847||2.3054||2.3502||2.2989||1.3222||3.5952||3.8096&lt;br /&gt;
|-&lt;br /&gt;
|2||Calculus_BC||Male||1.7559||1.1139||2.6785||1.8129||1.9395||1.8062||1.8261||1||3.1004||3.3206&lt;br /&gt;
|-&lt;br /&gt;
|1||Calculus_BC||Male||2.0682||1.2041||3.006||2.3096||2.3541||2.1959||2.3075||1.3222||3.3861||3.6418&lt;br /&gt;
|-&lt;br /&gt;
|5||Chemistry||Male||2.3483||1.2041||3.4203||1.9868||1.8513||2.525||2.1367||1.3222||3.7456||3.9586&lt;br /&gt;
|-&lt;br /&gt;
|4||Chemistry||Male||2.4393||1.415||3.3506||2.2201||2.1584||2.5198||2.2945||1.5441||3.7933||3.9832&lt;br /&gt;
|-&lt;br /&gt;
|3||Chemistry||Male||2.4548||1.7324||3.3418||2.4281||2.3997||2.6212||2.4728||1.7243||3.8904||4.0639&lt;br /&gt;
|-&lt;br /&gt;
|2||Chemistry||Male||2.3424||1.6532||3.1647||2.4298||2.4048||2.444||2.4281||1.716||3.7611||3.9349&lt;br /&gt;
|-&lt;br /&gt;
|1||Chemistry||Male||2.4955||1.8388||3.2014||2.9581||2.8965||2.6085||2.7875||1.9138||3.7626||4.0233&lt;br /&gt;
|-&lt;br /&gt;
|5||Chinese_Lang._&amp;amp;_Cultures||Male||1.6628||0||2.8976||0||0||0.9542||0||0||1.1139||2.932&lt;br /&gt;
|-&lt;br /&gt;
|4||Chinese_Lang._&amp;amp;_Cultures||Male||0.699||0||2.1106||0||0||0.6021||0||0||1.0414||2.1644&lt;br /&gt;
|-&lt;br /&gt;
|3||Chinese_Lang._&amp;amp;_Cultures||Male||0.699||0||1.6628||0||0||0.4771||0||0||1.1139||1.8195&lt;br /&gt;
|-&lt;br /&gt;
|2||Chinese_Lang._&amp;amp;_Cultures||Male||0.301||0||0.9031||0||0||0.4771||0||0||0.6021||1.1761&lt;br /&gt;
|-&lt;br /&gt;
|1||Chinese_Lang._&amp;amp;_Cultures||Male||0||0||0.9542||0||0||0.301||0||0||0.9031||1.2553&lt;br /&gt;
|-&lt;br /&gt;
|5||Computer_Science_A||Male||1.6532||0.699||2.7497||1.3617||1.3617||1.9494||1.6532||1.1139||3.2014||3.3779&lt;br /&gt;
|-&lt;br /&gt;
|4||Computer_Science_A||Male||1.8751||0.8451||2.7745||1.6812||1.7404||2.0374||1.8865||1.1461||3.2646||3.4489&lt;br /&gt;
|-&lt;br /&gt;
|3||Computer_Science_A||Male||1.6232||1.1139||2.5587||1.5315||1.6232||1.7993||1.6902||1||3.0492||3.2373&lt;br /&gt;
|-&lt;br /&gt;
|2||Computer_Science_A||Male||1.3617||0.7782||2.3243||1.5051||1.4472||1.6628||1.6232||1||2.8633||3.0492&lt;br /&gt;
|-&lt;br /&gt;
|1||Computer_Science_A||Male||2.017||1.301||2.8745||2.4843||2.2553||2.2068||2.3522||1.4624||3.3137||3.5825&lt;br /&gt;
|-&lt;br /&gt;
|5||Computer_Science_AB||Male||1.4771||0.4771||2.5705||1.1461||1.0792||1.7243||1.1761||0.8451||2.9713||3.1565&lt;br /&gt;
|-&lt;br /&gt;
|4||Computer_Science_AB||Male||1||0.4771||2.301||0.9542||1.1761||1.4314||1.0414||0.6021||2.749||2.9201&lt;br /&gt;
|-&lt;br /&gt;
|3||Computer_Science_AB||Male||1.4624||0.301||2.301||1.0792||1||1.5798||1.2788||0.4771||2.6839||2.8965&lt;br /&gt;
|-&lt;br /&gt;
|2||Computer_Science_AB||Male||1.1761||0.4771||2.0374||1||0.4771||1.1761||1.0792||0.301||2.382||2.6042&lt;br /&gt;
|-&lt;br /&gt;
|1||Computer_Science_AB||Male||1.415||0.7782||2.2529||1.415||1.4472||1.5315||1.4624||0.6021||2.6964||2.9143&lt;br /&gt;
|-&lt;br /&gt;
|5||Economics_Macro||Male||2.1206||1.0414||3.0374||1.6628||1.8976||2.2648||2.143||1.1139||3.5253||3.7023&lt;br /&gt;
|-&lt;br /&gt;
|4||Economics_Macro||Male||2.3655||1.4624||3.1928||2.1492||2.2405||2.4669||2.5011||1.5185||3.7485||3.9229&lt;br /&gt;
|-&lt;br /&gt;
|3||Economics_Macro||Male||2.1335||1.3222||2.9294||2.1614||2.3263||2.2765||2.3927||1.2788||3.5345||3.7189&lt;br /&gt;
|-&lt;br /&gt;
|2||Economics_Macro||Male||2.2175||1.2788||2.9206||2.281||2.4346||2.2788||2.4216||1.5441||3.5032||3.7116&lt;br /&gt;
|-&lt;br /&gt;
|1||Economics_Macro||Male||2.3802||1.6335||2.9736||2.7945||2.8779||2.4048||2.8457||1.9294||3.5538||3.8581&lt;br /&gt;
|-&lt;br /&gt;
|5||Economics_Micro||Male||2.0374||1||2.9149||1.4771||1.6021||2.1703||1.7924||0.9031||3.3939||3.568&lt;br /&gt;
|-&lt;br /&gt;
|4||Economics_Micro||Male||2.2095||1.2304||3.0358||1.9731||2.0453||2.3304||2.233||1.3222||3.5937||3.7628&lt;br /&gt;
|-&lt;br /&gt;
|3||Economics_Micro||Male||2.1038||1.0792||2.8055||2.0453||2.0492||2.1492||2.2175||1.3979||3.4296||3.6035&lt;br /&gt;
|-&lt;br /&gt;
|2||Economics_Micro||Male||1.9243||1||2.6053||2.0645||2.0492||1.9685||2.0086||1.2041||3.2373||3.4241&lt;br /&gt;
|-&lt;br /&gt;
|1||Economics_Micro||Male||2.0828||0.9542||2.6415||2.5563||2.4564||2.1004||2.4533||1.7853||3.2263||3.5265&lt;br /&gt;
|-&lt;br /&gt;
|5||English_Lang._&amp;amp;_Composition||Male||2.4843||1.415||3.1937||2.1673||2.1206||2.6138||2.3692||1.5563||3.8645||4.0071&lt;br /&gt;
|-&lt;br /&gt;
|4||English_Lang._&amp;amp;_Composition||Male||2.7551||1.9294||3.4082||2.6314||2.6875||2.8698||2.7716||1.8976||4.151||4.2943&lt;br /&gt;
|-&lt;br /&gt;
|3||English_Lang._&amp;amp;_Composition||Male||2.9489||2.2201||3.5788||3.0774||3.1414||3.0671||3.1166||2.3365||4.34||4.505&lt;br /&gt;
|-&lt;br /&gt;
|2||English_Lang._&amp;amp;_Composition||Male||2.9991||2.382||3.5224||3.3518||3.44||3.0237||3.3134||2.4456||4.2171||4.469&lt;br /&gt;
|-&lt;br /&gt;
|1||English_Lang._&amp;amp;_Composition||Male||2.6345||2.0607||2.9595||3.2914||3.2867||2.5694||3.1367||2.1614||3.635||4.0622&lt;br /&gt;
|-&lt;br /&gt;
|5||English_Lit._&amp;amp;_Composition||Male||2.3263||1.1139||2.917||1.7782||1.8573||2.4393||2.0334||1.2788||3.6907||3.8118&lt;br /&gt;
|-&lt;br /&gt;
|4||English_Lit._&amp;amp;_Composition||Male||2.8007||1.9395||3.4113||2.5717||2.549||2.8506||2.7243||1.9685||4.2054||4.3303&lt;br /&gt;
|-&lt;br /&gt;
|3||English_Lit._&amp;amp;_Composition||Male||3.0278||2.2253||3.5807||3.0759||3.0473||3.0531||3.1041||2.3784||4.4091||4.5519&lt;br /&gt;
|-&lt;br /&gt;
|2||English_Lit._&amp;amp;_Composition||Male||3.0103||2.3404||3.5505||3.405||3.3581||3.0318||3.2721||2.4843||4.2842||4.5065&lt;br /&gt;
|-&lt;br /&gt;
|1||English_Lit._&amp;amp;_Composition||Male||2.5999||1.9912||3.0082||3.3533||3.1011||2.5428||3.0338||2.1335||3.571||4.0135&lt;br /&gt;
|-&lt;br /&gt;
|5||Environmental_Science||Male||2||0.9031||2.6848||1.5563||1.6721||2.0607||1.8921||1.1761||3.3872||3.5204&lt;br /&gt;
|-&lt;br /&gt;
|4||Environmental_Science||Male||2.2833||1.2041||2.8645||2.0864||2.1523||2.3444||2.356||1.5315||3.6502||3.7887&lt;br /&gt;
|-&lt;br /&gt;
|3||Environmental_Science||Male||2.1239||1.2788||2.7076||2.1761||2.0682||2.238||2.2788||1.3617||3.471||3.6299&lt;br /&gt;
|-&lt;br /&gt;
|2||Environmental_Science||Male||2.1523||1.2788||2.6232||2.2405||2.1367||2.1553||2.3243||1.415||3.3836||3.5662&lt;br /&gt;
|-&lt;br /&gt;
|1||Environmental_Science||Male||2.3444||1.5563||2.781||2.8162||2.5611||2.3324||2.6955||1.7782||3.4506||3.7376&lt;br /&gt;
|-&lt;br /&gt;
|5||European_History||Male||2.2304||1.1139||2.9263||1.716||1.8062||2.3284||2.1614||1.3424||3.6148||3.7508&lt;br /&gt;
|-&lt;br /&gt;
|4||European_History||Male||2.4378||1.5798||3.0906||2.0864||2.1335||2.5575||2.3962||1.5798||3.8238||3.9594&lt;br /&gt;
|-&lt;br /&gt;
|3||European_History||Male||2.6684||1.8751||3.2828||2.5658||2.6274||2.7709||2.6693||1.9138||4.0703||4.2078&lt;br /&gt;
|-&lt;br /&gt;
|2||European_History||Male||2.1818||1.415||2.734||2.1987||2.238||2.2455||2.2648||1.4771||3.5091||3.6686&lt;br /&gt;
|-&lt;br /&gt;
|1||European_History||Male||2.4771||1.6902||2.9768||2.7846||2.7752||2.5011||2.7275||1.9638||3.7244||3.9414&lt;br /&gt;
|-&lt;br /&gt;
|5||French:_Language||Male||1.5315||0.301||1.8325||1.7324||0.9031||1.7076||1.301||0.301||2.673||2.8463&lt;br /&gt;
|-&lt;br /&gt;
|4||French:_Language||Male||1.4314||0.4771||2.0043||1.8865||1.3222||1.7993||1.3802||0.4771||2.7589||2.9469&lt;br /&gt;
|-&lt;br /&gt;
|3||French:_Language||Male||1.7853||0.6021||2.4099||2.0645||1.7993||1.9777||1.8808||0.4771||3.0584||3.2579&lt;br /&gt;
|-&lt;br /&gt;
|2||French:_Language||Male||1.7404||0.9031||2.1875||1.7853||1.7559||1.6628||1.7243||0.301||2.8657||3.0652&lt;br /&gt;
|-&lt;br /&gt;
|1||French:_Language||Male||1.6902||0.7782||2.2014||1.9542||1.9731||1.7076||2||0.9542||2.8675||3.1096&lt;br /&gt;
|-&lt;br /&gt;
|5||French:_Literature||Male||0.8451||0||1.2041||0.699||0.699||0.8451||0.7782||0||1.8921||2.0755&lt;br /&gt;
|-&lt;br /&gt;
|4||French:_Literature||Male||0.7782||0||1.0414||0.8451||0.4771||1||0.699||0||1.8921||2.0607&lt;br /&gt;
|-&lt;br /&gt;
|3||French:_Literature||Male||1.0792||0||1.1139||0.8451||0.4771||0.7782||1||0||1.8808||2.0864&lt;br /&gt;
|-&lt;br /&gt;
|2||French:_Literature||Male||0.9031||0||1.1461||1||0.7782||0.699||0.6021||0||1.7782||2.0086&lt;br /&gt;
|-&lt;br /&gt;
|1||French:_Literature||Male||0.301||0||0.8451||0.9031||0.301||0.9542||1||0||1.7324||1.9345&lt;br /&gt;
|-&lt;br /&gt;
|5||German:_Language||Male||1.2788||0.301||1.3617||0.8451||0.301||1.3979||0.9031||0.301||2.5855||2.6675&lt;br /&gt;
|-&lt;br /&gt;
|4||German:_Language||Male||1.0792||0.4771||1.6232||0.7782||0.9031||1.3617||0.9031||0||2.6425||2.7275&lt;br /&gt;
|-&lt;br /&gt;
|3||German:_Language||Male||1.2788||0.4771||1.5563||0.699||0.7782||1.3424||1||0||2.705||2.7789&lt;br /&gt;
|-&lt;br /&gt;
|2||German:_Language||Male||1.1761||0.4771||1.5441||0.8451||0.699||1.2304||1.0792||0.699||2.6435||2.7251&lt;br /&gt;
|-&lt;br /&gt;
|1||German:_Language||Male||1.0792||0.8451||1.4914||1.1139||1.1761||1.1461||1.2041||0.6021||2.4942||2.6191&lt;br /&gt;
|-&lt;br /&gt;
|5||Government_Politics_Comp.||Male||1.6232||0.4771||2.2201||1.2553||1.301||1.7243||1.5798||0.699||2.9638||3.0993&lt;br /&gt;
|-&lt;br /&gt;
|4||Government_Politics_Comp.||Male||1.7324||0.8451||2.2455||1.3802||1.4771||1.8129||1.6532||0.9031||3.0257||3.1649&lt;br /&gt;
|-&lt;br /&gt;
|3||Government_Politics_Comp.||Male||1.7324||0.9031||2.2304||1.5911||1.5682||1.8692||1.6721||1.1461||3.0228||3.1729&lt;br /&gt;
|-&lt;br /&gt;
|2||Government_Politics_Comp.||Male||1.6902||0.7782||2.2122||1.7853||1.5682||1.7782||1.7482||1||3.0204||3.1708&lt;br /&gt;
|-&lt;br /&gt;
|1||Government_Politics_Comp.||Male||1.6902||1||2.0864||1.9823||1.7709||1.6532||1.699||1.0414||2.8055||3.0306&lt;br /&gt;
|-&lt;br /&gt;
|5||Government_Politics_U.S.||Male||2.1959||1.1139||2.8451||1.8195||1.9138||2.2967||1.9191||1.2304||3.6112||3.7318&lt;br /&gt;
|-&lt;br /&gt;
|4||Government_Politics_U.S.||Male||2.6794||1.7709||3.3069||2.3838||2.5328||2.7664||2.6758||1.8633||4.083||4.2142&lt;br /&gt;
|-&lt;br /&gt;
|3||Government_Politics_U.S.||Male||2.7634||1.9494||3.4231||2.7993||2.8603||2.8388||2.8915||2.0492||4.1858||4.3342&lt;br /&gt;
|-&lt;br /&gt;
|2||Government_Politics_U.S.||Male||2.8457||2.1173||3.4625||3.081||3.1452||2.8932||3.0842||2.1959||4.1458||4.3516&lt;br /&gt;
|-&lt;br /&gt;
|1||Government_Politics_U.S.||Male||2.4969||1.7559||3.0663||3.1119||3.1007||2.5366||3.0488||2.0569||3.5642||3.9697&lt;br /&gt;
|-&lt;br /&gt;
|5||Human_Geography||Male||1.6532||0.9542||2.4281||1.4472||1.3979||1.8513||1.7482||1||3.1011||3.247&lt;br /&gt;
|-&lt;br /&gt;
|4||Human_Geography||Male||1.8865||0.9542||2.4928||1.8633||1.7243||1.9777||2.0969||1.1461||3.2529||3.4047&lt;br /&gt;
|-&lt;br /&gt;
|3||Human_Geography||Male||1.9494||1.0414||2.4983||2.1461||1.9494||2.0569||2.2989||1.415||3.2911||3.4669&lt;br /&gt;
|-&lt;br /&gt;
|2||Human_Geography||Male||1.8388||0.9031||2.316||2.2041||1.9956||1.8062||2.1903||1.5185||3.091||3.3054&lt;br /&gt;
|-&lt;br /&gt;
|1||Human_Geography||Male||2.1335||1.301||2.4713||2.8426||2.3945||2.1271||2.5763||1.8513||3.2162||3.5581&lt;br /&gt;
|-&lt;br /&gt;
|5||Italian_Language||Male||0.6021||0||0.301||0.301||0.301||0.8451||0.8451||0||1.7324||1.8692&lt;br /&gt;
|-&lt;br /&gt;
|4||Italian_Language||Male||0.6021||0||0.301||0||0.4771||0.7782||1.0792||0||1.6021||1.7924&lt;br /&gt;
|-&lt;br /&gt;
|3||Italian_Language||Male||0.699||0||0.9031||0.301||0.7782||0.699||1.1461||0.4771||1.9638||2.1072&lt;br /&gt;
|-&lt;br /&gt;
|2||Italian_Language||Male||0.301||0||0.9542||0.4771||0.301||0.699||1.1139||0.6021||1.9243||2.0607&lt;br /&gt;
|-&lt;br /&gt;
|1||Italian_Language||Male||0.6021||0||0.9031||0.6021||0.6021||0.7782||1.1461||0.4771||2.1367||2.238&lt;br /&gt;
|-&lt;br /&gt;
|5||Japanese_Lang._&amp;amp;_Culture||Male||1.1139||0||2.2227||0.301||0||1.2041||0.301||0||1.2041||2.3243&lt;br /&gt;
|-&lt;br /&gt;
|4||Japanese_Lang._&amp;amp;_Culture||Male||0.699||0||1.5563||0.301||0||0.6021||0.301||0||1.301||1.8062&lt;br /&gt;
|-&lt;br /&gt;
|3||Japanese_Lang._&amp;amp;_Culture||Male||0.9031||0||1.8261||0.699||0.4771||0.699||0.301||0||1.6812||2.1206&lt;br /&gt;
|-&lt;br /&gt;
|2||Japanese_Lang._&amp;amp;_Culture||Male||0.4771||0||1.4914||0.6021||0||0.8451||0.301||0||1.4314||1.8388&lt;br /&gt;
|-&lt;br /&gt;
|1||Japanese_Lang._&amp;amp;_Culture||Male||1||0||1.6812||0.8451||0.7782||1.0792||0.9031||0||1.8865||2.2148&lt;br /&gt;
|-&lt;br /&gt;
|5||Latin:_Literature||Male||1.0414||0||1.6812||0.301||0.301||1||0.6021||0.301||2.2253||2.3802&lt;br /&gt;
|-&lt;br /&gt;
|4||Latin:_Literature||Male||1||0||1.5315||0.8451||0.4771||1.1461||0.301||0||2.2553||2.3874&lt;br /&gt;
|-&lt;br /&gt;
|3||Latin:_Literature||Male||1.1761||0||1.7243||1.1461||0.9542||1.2788||0.6021||0||2.5353||2.6542&lt;br /&gt;
|-&lt;br /&gt;
|2||Latin:_Literature||Male||1||0||1.4472||0.9542||0.6021||1.0792||0.6021||0||2.3345||2.4425&lt;br /&gt;
|-&lt;br /&gt;
|1||Latin:_Literature||Male||1.301||0.699||1.7634||1.301||0.9542||1.301||1.1761||0.6021||2.6138||2.7435&lt;br /&gt;
|-&lt;br /&gt;
|5||Latin:_Vergil||Male||1.0792||0||1.8513||0.9031||0.699||1.4472||0.699||0||2.5647||2.6902&lt;br /&gt;
|-&lt;br /&gt;
|4||Latin:_Vergil||Male||1.2788||0.6021||1.6532||0.8451||0.8451||1.3802||0.9031||0.4771||2.6064||2.7101&lt;br /&gt;
|-&lt;br /&gt;
|3||Latin:_Vergil||Male||1.1139||0.4771||1.8573||1.2041||0.6021||1.3424||1||0.301||2.7101||2.8109&lt;br /&gt;
|-&lt;br /&gt;
|2||Latin:_Vergil||Male||1.2553||0.301||1.6021||0.9542||0.9031||1.1761||1.1139||0.301||2.5763||2.6776&lt;br /&gt;
|-&lt;br /&gt;
|1||Latin:_Vergil||Male||1.3424||0.699||1.4624||1.1761||1.1761||1.1761||0.9542||0.301||2.5391||2.6532&lt;br /&gt;
|-&lt;br /&gt;
|5||Music_Theory||Male||1.7324||0.7782||2.238||1.3424||1.1761||1.5441||1.4314||0.9031||3.012||3.1335&lt;br /&gt;
|-&lt;br /&gt;
|4||Music_Theory||Male||1.5798||0.9542||2.1335||1.5682||1.4624||1.6128||1.415||1.0414||2.9818||3.1065&lt;br /&gt;
|-&lt;br /&gt;
|3||Music_Theory||Male||1.7076||1.1139||2.2601||1.8062||1.699||1.7782||1.8451||1.3424||3.1389||3.2744&lt;br /&gt;
|-&lt;br /&gt;
|2||Music_Theory||Male||1.9031||0.9031||2.1987||2.0414||1.8692||1.7243||1.959||1.415||3.1123||3.2758&lt;br /&gt;
|-&lt;br /&gt;
|1||Music_Theory||Male||1.6232||1.0792||1.8865||2.0969||1.716||1.6128||1.9731||1.2041||2.749||3.0052&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_B||Male||2.2014||1.301||3.1572||1.6628||1.7559||2.3522||2.0453||1.3617||3.61||3.7884&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_B||Male||2.248||1.3222||3.0386||1.9638||2.017||2.2648||2.1987||1.4771||3.6463||3.798&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_B||Male||2.4216||1.4624||3.2017||2.2989||2.3997||2.5237||2.4362||1.5051||3.8183||3.9798&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_B||Male||2.1987||1.5315||3.0048||2.3404||2.4065||2.2742||2.4116||1.5911||3.5946||3.7843&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_B||Male||2.2718||1.5315||2.9868||2.7135||2.7846||2.3464||2.6425||1.7324||3.4949||3.7888&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.8976||0.8451||2.938||1.3802||1.3222||2.0334||1.716||0.6021||3.2596||3.473&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.7634||1||2.749||1.4914||1.4624||1.8325||1.6721||0.9542||3.1268||3.3312&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.301||0.4771||2.4014||1.4771||1.415||1.415||1.2553||0.699||2.7896||2.9948&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.6628||0.699||2.4742||1.5441||1.4472||1.6532||1.5563||0.9031||2.9279||3.1271&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.5185||0||2.3263||1.4771||1.4624||1.5682||1.716||0.699||2.7226||2.9633&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_C:_Mechanics||Male||2.1106||1.2041||3.1611||1.5682||1.6812||2.233||1.9494||1.2304||3.5192||3.7204&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_C:_Mechanics||Male||2.1523||1.0414||3.0187||1.7324||1.7924||2.1903||2.0492||1.301||3.5127||3.6856&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_C:_Mechanics||Male||1.9912||1.2788||2.8351||1.8976||1.8976||2.0682||2.0212||1.2304||3.415||3.5786&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_C:_Mechanics||Male||1.8129||1.1139||2.6618||1.9138||1.7924||1.8195||1.9956||1.2788||3.2101||3.3943&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_C:_Mechanics||Male||1.8573||1||2.6571||2.143||2.1492||1.959||2.1399||1.3222||3.1041||3.3672&lt;br /&gt;
|-&lt;br /&gt;
|5||Psychology||Male||2.3766||1.4314||3.0903||2.0719||1.9912||2.4487||2.3201||1.4771||3.7173||3.8716&lt;br /&gt;
|-&lt;br /&gt;
|4||Psychology||Male||2.5159||1.5563||3.1818||2.5132||2.301||2.601||2.6149||1.8325||3.8855||4.04&lt;br /&gt;
|-&lt;br /&gt;
|3||Psychology||Male||2.4314||1.6628||3.0322||2.5611||2.3483||2.4713||2.5378||1.7709||3.7647||3.9289&lt;br /&gt;
|-&lt;br /&gt;
|2||Psychology||Male||2.2227||1.5315||2.8351||2.5587||2.2577||2.3324||2.4265||1.7243||3.5345||3.7307&lt;br /&gt;
|-&lt;br /&gt;
|1||Psychology||Male||2.5024||1.6532||3.006||3.0048||2.6405||2.4843||2.7973||1.9138||3.5857||3.8855&lt;br /&gt;
|-&lt;br /&gt;
|5||Spanish_Language||Male||2.2672||0.6021||2.4548||1.4314||3.3833||2.1461||3.3422||2.0607||3.0871||3.8186&lt;br /&gt;
|-&lt;br /&gt;
|4||Spanish_Language||Male||2.4314||0.9031||2.658||1.8451||3.4968||2.2455||3.3422||2.1614||3.3416||3.937&lt;br /&gt;
|-&lt;br /&gt;
|3||Spanish_Language||Male||2.3075||1.1139||2.6493||1.9085||3.372||2.1931||3.1544||2.0755||3.3212||3.838&lt;br /&gt;
|-&lt;br /&gt;
|2||Spanish_Language||Male||2.3324||1.2553||2.6857||2.0453||3.281||2.143||3.0637||2.0645||3.3602||3.8086&lt;br /&gt;
|-&lt;br /&gt;
|1||Spanish_Language||Male||2.4487||1.3802||2.7177||2.5119||3.2251||2.281||2.9939||2.0294||3.4793||3.8526&lt;br /&gt;
|-&lt;br /&gt;
|5||Spanish_Literature||Male||1.3617||0||1.3617||0.6021||2.1106||1.1139||2.1614||0.6021||2.0755||2.6561&lt;br /&gt;
|-&lt;br /&gt;
|4||Spanish_Literature||Male||1.415||0.301||1.7559||0.7782||2.5752||1.3424||2.4502||1.0792||2.2355||2.9763&lt;br /&gt;
|-&lt;br /&gt;
|3||Spanish_Literature||Male||1.3222||0.301||1.6532||0.9542||2.798||1.4314||2.6222||1.1761||2.1818||3.1173&lt;br /&gt;
|-&lt;br /&gt;
|2||Spanish_Literature||Male||1.2553||0||1.301||0.7782||2.5717||0.9542||2.3424||1.0792||1.9638||2.871&lt;br /&gt;
|-&lt;br /&gt;
|1||Spanish_Literature||Male||1.8129||0.301||1.3424||1.3222||2.8395||1.3424||2.6274||1.3424||2.1903||3.1511&lt;br /&gt;
|-&lt;br /&gt;
|5||Statistics||Male||2.2122||1.0792||3.2151||1.716||1.7634||2.356||2.017||1.3424||3.6839||3.8513&lt;br /&gt;
|-&lt;br /&gt;
|4||Statistics||Male||2.4548||1.6721||3.3199||2.1931||2.2041||2.5024||2.4065||1.5682||3.9102||4.0596&lt;br /&gt;
|-&lt;br /&gt;
|3||Statistics||Male||2.4955||1.699||3.2683||2.4487||2.4362||2.5658||2.574||1.6232||3.9261||4.0786&lt;br /&gt;
|-&lt;br /&gt;
|2||Statistics||Male||2.3747||1.5682||3.0322||2.5051||2.4099||2.3838||2.4624||1.7076||3.701||3.8766&lt;br /&gt;
|-&lt;br /&gt;
|1||Statistics||Male||2.5502||1.7324||3.1679||3.0233||2.7973||2.5575||2.7803||2.0453||3.7189||3.9941&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_2-D_Design||Male||1.1761||0.301||1.6721||1.2041||1.2304||1.3802||1.5185||0.4771||2.5092||2.6739&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_2-D_Design||Male||1.5563||0.9031||1.9085||1.6021||1.5315||1.4314||1.6232||0.9031||2.6884||2.8785&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_2-D_Design||Male||1.716||1||1.9685||1.9777||1.8261||1.5682||1.8573||1.2041||2.9212||3.1031&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_2-D_Design||Male||1.6812||1.1461||1.8921||1.9777||1.8129||1.5315||1.9243||1.1761||2.7875||3.0162&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_2-D_Design||Male||1.0792||0.4771||1.2304||1.5682||1.3802||1.1139||1.4624||0.7782||2.1106||2.4183&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_3-D_Design||Male||0.4771||0||0.4771||0.4771||0.4771||0.4771||0.9031||0||1.8865||1.9731&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_3-D_Design||Male||0.8451||0.301||1||0.7782||0.9542||0.301||1.1139||0.301||1.9138||2.0969&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_3-D_Design||Male||1.2041||0||1.2553||0.9542||1.3802||1.2041||1.301||0||2.3181||2.4843&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_3-D_Design||Male||1.0414||0.4771||1.2041||1.1761||1.3222||1.1139||1.2304||0.4771||2.1239||2.3502&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_3-D_Design||Male||0.301||0||1||0.7782||1||0.9031||0.9542||0||1.4771||1.8388&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_Drawing||Male||1.2553||0||1.7482||1.4624||1.2041||1.301||1.5051||0.8451||2.4048||2.6284&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_Drawing||Male||1.2553||0.699||1.9542||1.5682||1.6721||1.2553||1.6902||0.699||2.549||2.7889&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_Drawing||Male||1.7404||1||2.1761||2.0294||1.9956||1.7853||1.9868||1.3424||2.9112||3.1486&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_Drawing||Male||1.7076||0.9542||2.0212||2.0682||2.0294||1.6021||1.9085||0.9542||2.7316||3.0212&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_Drawing||Male||1.301||0.8451||1.4624||1.8692||1.6128||1.2041||1.5441||0.9542||2.1004||2.5428&lt;br /&gt;
|-&lt;br /&gt;
|5||US_History||Male||2.7528||1.7243||3.4791||2.4456||2.4594||2.8932||2.6522||1.8325||4.1371||4.2834&lt;br /&gt;
|-&lt;br /&gt;
|4||US_History||Male||2.9509||2.1399||3.6039||2.8382||2.9009||3.0986||2.9605||2.1492||4.3821||4.5177&lt;br /&gt;
|-&lt;br /&gt;
|3||US_History||Male||2.985||2.1703||3.5826||3.0477||3.0766||3.0726||3.0693||2.2405||4.4011||4.5435&lt;br /&gt;
|-&lt;br /&gt;
|2||US_History||Male||3.039||2.3522||3.585||3.3038||3.356||3.1069||3.2514||2.4378||4.3932||4.5741&lt;br /&gt;
|-&lt;br /&gt;
|1||US_History||Male||2.9345||2.301||3.3998||3.5501||3.507||2.9494||3.34||2.4983||4.0846||4.4128&lt;br /&gt;
|-&lt;br /&gt;
|5||World_History||Male||2.1553||1.3424||3.0253||2.0212||2.0374||2.4639||2.238||1.5185||3.6404||3.7991&lt;br /&gt;
|-&lt;br /&gt;
|4||World_History||Male||2.3464||1.5441||3.1103||2.3962||2.4281||2.5453||2.4579||1.6435||3.7803||3.9429&lt;br /&gt;
|-&lt;br /&gt;
|3||World_History||Male||2.5502||1.8633||3.2567||2.7308||2.7505||2.6803||2.781||2.0253||3.9073||4.1002&lt;br /&gt;
|-&lt;br /&gt;
|2||World_History||Male||2.4814||1.6812||3.1271||2.8982||2.9058||2.5775||2.8745||2.0453||3.7471||4.0045&lt;br /&gt;
|-&lt;br /&gt;
|1||World_History||Male||2.4502||1.6902||2.837||3.0871||3.0358||2.415||2.9722||2.1367||3.4502||3.8735&lt;br /&gt;
|-&lt;br /&gt;
|5||Art_History||Female||1.7782||0.9542||2.3464||1.3802||1.4314||1.9494||1.5911||0.6021||3.0017||3.1673&lt;br /&gt;
|-&lt;br /&gt;
|4||Art_History||Female||2.0569||1||2.6294||1.7243||1.9191||2.1732||2.1072||1.1139||3.2543||3.4415&lt;br /&gt;
|-&lt;br /&gt;
|3||Art_History||Female||2.0755||1.2553||2.6484||2.0128||2.1206||2.1818||2.3636||1.4624||3.3156||3.5171&lt;br /&gt;
|-&lt;br /&gt;
|2||Art_History||Female||1.9494||1.1761||2.4829||1.9823||2.1673||2.0531||2.2529||1.3617||3.1383||3.3679&lt;br /&gt;
|-&lt;br /&gt;
|1||Art_History||Female||1.9542||1.2788||2.4757||2.2788||2.3345||2||2.4914||1.3979||3.0656||3.3809&lt;br /&gt;
|-&lt;br /&gt;
|5||Biology||Female||2.5563||1.4314||3.5431||2.3729||2.0899||2.7536||2.4099||1.6435||3.9149||4.1245&lt;br /&gt;
|-&lt;br /&gt;
|4||Biology||Female||2.5944||1.716||3.4637||2.699||2.4014||2.8248||2.549||1.8808||4.0115||4.1893&lt;br /&gt;
|-&lt;br /&gt;
|3||Biology||Female||2.6749||1.8751||3.4433||2.8657||2.6201||2.8312||2.7466||1.9912||4.0612||4.2384&lt;br /&gt;
|-&lt;br /&gt;
|2||Biology||Female||2.7709||2.0719||3.4439||3.1547||2.9435||2.9217||2.9547||2.1987||4.1169||4.3174&lt;br /&gt;
|-&lt;br /&gt;
|1||Biology||Female||2.6493||2||3.2622||3.4069||3.1626||2.7694||3.131||2.3054||3.8403||4.1886&lt;br /&gt;
|-&lt;br /&gt;
|5||Calculus_AB||Female||2.5599||1.2788||3.5472||2.3655||2.2989||2.7042||2.5366||1.5798||4.0541||4.2186&lt;br /&gt;
|-&lt;br /&gt;
|4||Calculus_AB||Female||2.5866||1.6721||3.4886||2.6243||2.5302||2.776||2.6294||1.8062||4.0992||4.2533&lt;br /&gt;
|-&lt;br /&gt;
|3||Calculus_AB||Female||2.6693||1.8921||3.5011||2.8338||2.7686||2.7931||2.7597||1.9445||4.1263||4.2931&lt;br /&gt;
|-&lt;br /&gt;
|2||Calculus_AB||Female||2.5647||1.8062||3.3959||2.934||2.8555||2.7235||2.8028||1.9868||4.0266||4.2143&lt;br /&gt;
|-&lt;br /&gt;
|1||Calculus_AB||Female||2.8651||2.2695||3.5669||3.5275||3.4043||2.9484||3.2801||2.3139||4.192||4.4634&lt;br /&gt;
|-&lt;br /&gt;
|5||Calculus_BC||Female||2.3579||1.1761||3.4979||2||1.9345||2.5453||2.1206||1.3802||3.7261||3.973&lt;br /&gt;
|-&lt;br /&gt;
|4||Calculus_BC||Female||2.0682||0.8451||3.1268||2.0253||1.8261||2.2405||1.959||1.1761||3.457||3.6787&lt;br /&gt;
|-&lt;br /&gt;
|3||Calculus_BC||Female||2.0414||1||3.1471||2.1903||2.1239||2.2095||2.1461||1.3617||3.5163||3.7333&lt;br /&gt;
|-&lt;br /&gt;
|2||Calculus_BC||Female||1.6902||0.8451||2.6902||1.8751||1.7853||1.8808||1.7993||0.9542||3.0504||3.2889&lt;br /&gt;
|-&lt;br /&gt;
|1||Calculus_BC||Female||2.0334||1.2788||2.9809||2.4654||2.3385||2.2253||2.2833||1.0414||3.3516||3.6237&lt;br /&gt;
|-&lt;br /&gt;
|5||Chemistry||Female||2.1038||1.0414||3.241||1.7634||1.5441||2.1847||1.8388||1.2041||3.3854||3.6658&lt;br /&gt;
|-&lt;br /&gt;
|4||Chemistry||Female||2.238||1.1461||3.2813||2.1818||1.8129||2.3856||2.1038||1.301||3.6273||3.8411&lt;br /&gt;
|-&lt;br /&gt;
|3||Chemistry||Female||2.4133||1.5185||3.3377||2.4814||2.2625||2.6096||2.4099||1.6628||3.7935||3.9944&lt;br /&gt;
|-&lt;br /&gt;
|2||Chemistry||Female||2.3139||1.5185||3.1973||2.6253||2.3927||2.5092||2.4669||1.6902||3.752||3.9439&lt;br /&gt;
|-&lt;br /&gt;
|1||Chemistry||Female||2.534||1.8865||3.2894||3.1956||2.9614||2.7332||2.9238||2.0969||3.8625||4.1346&lt;br /&gt;
|-&lt;br /&gt;
|5||Chinese_Lang._&amp;amp;_Cultures||Female||1.5185||0||3.029||0||0||1.1139||0||0||0.699||3.0488&lt;br /&gt;
|-&lt;br /&gt;
|4||Chinese_Lang._&amp;amp;_Cultures||Female||0.699||0||2.1367||0||0||0.699||0||0||1.1461||2.2014&lt;br /&gt;
|-&lt;br /&gt;
|3||Chinese_Lang._&amp;amp;_Cultures||Female||0.9031||0||1.5051||0||0||0.301||0||0||0.9031||1.6902&lt;br /&gt;
|-&lt;br /&gt;
|2||Chinese_Lang._&amp;amp;_Cultures||Female||0||0||0.9031||0||0||0.301||0||0||0.9031||1.2304&lt;br /&gt;
|-&lt;br /&gt;
|1||Chinese_Lang._&amp;amp;_Cultures||Female||0||0||1.0414||0||0||0||0||0||1||1.415&lt;br /&gt;
|-&lt;br /&gt;
|5||Computer_Science_A||Female||0.9031||0.4771||2.1959||0.6021||0.6021||1.1761||0.9031||0||2.3118||2.5988&lt;br /&gt;
|-&lt;br /&gt;
|4||Computer_Science_A||Female||0.9031||0.4771||2.2765||1||0.8451||1.2304||1.2041||0.301||2.3945||2.692&lt;br /&gt;
|-&lt;br /&gt;
|3||Computer_Science_A||Female||0.9031||0||2.0969||1.1461||1.0414||1.0792||1.1461||0.6021||2.29||2.5752&lt;br /&gt;
|-&lt;br /&gt;
|2||Computer_Science_A||Female||0.6021||0.301||1.9395||1.0414||1.2304||1.1761||1||0.4771||2.0828||2.4183&lt;br /&gt;
|-&lt;br /&gt;
|1||Computer_Science_A||Female||1.6232||0.6021||2.4654||2.2279||1.8573||1.7559||1.9494||0.8451||2.6222||3.058&lt;br /&gt;
|-&lt;br /&gt;
|5||Computer_Science_AB||Female||0.699||0||1.8692||0.4771||0.301||1.0792||0.699||0||1.9294||2.2553&lt;br /&gt;
|-&lt;br /&gt;
|4||Computer_Science_AB||Female||0.301||0||1.6902||0.4771||0.6021||0.7782||0.699||0||1.8261||2.1139&lt;br /&gt;
|-&lt;br /&gt;
|3||Computer_Science_AB||Female||0.301||0||1.699||0.4771||0.4771||0.8451||0.6021||0||1.6335||2.0253&lt;br /&gt;
|-&lt;br /&gt;
|2||Computer_Science_AB||Female||0.699||0||1.3222||0.301||0.301||0.4771||0.6021||0.301||1.3424||1.7324&lt;br /&gt;
|-&lt;br /&gt;
|1||Computer_Science_AB||Female||0.4771||0.301||1.6721||0.699||0.7782||0.7782||0.699||0.301||1.7634||2.1004&lt;br /&gt;
|-&lt;br /&gt;
|5||Economics_Macro||Female||1.7709||0.699||2.8639||1.3802||1.5315||1.9823||1.716||0.9542||3.1667||3.3927&lt;br /&gt;
|-&lt;br /&gt;
|4||Economics_Macro||Female||2.1584||0.9542||3.0573||2.1461||2.1173||2.3096||2.2788||1.2041||3.5165||3.7203&lt;br /&gt;
|-&lt;br /&gt;
|3||Economics_Macro||Female||2.0294||1.1139||2.9009||2.2304||2.1761||2.1875||2.2148||1.4314||3.3955||3.6084&lt;br /&gt;
|-&lt;br /&gt;
|2||Economics_Macro||Female||2.1399||1.2304||2.8954||2.3284||2.4346||2.2455||2.4265||1.6232||3.4496||3.6738&lt;br /&gt;
|-&lt;br /&gt;
|1||Economics_Macro||Female||2.4216||1.6232||3.0318||3.0278||2.9969||2.5237||3.0438||1.9777||3.627||3.964&lt;br /&gt;
|-&lt;br /&gt;
|5||Economics_Micro||Female||1.6532||0||2.6444||1.2041||1.0414||1.6721||1.2553||0.6021||2.9175||3.1467&lt;br /&gt;
|-&lt;br /&gt;
|4||Economics_Micro||Female||2||0.699||2.896||1.9294||1.8195||2.1072||1.9031||1.1139||3.3251||3.5276&lt;br /&gt;
|-&lt;br /&gt;
|3||Economics_Micro||Female||1.9243||1||2.7818||2.0682||1.9956||2.0969||1.9345||1.3802||3.2898||3.4901&lt;br /&gt;
|-&lt;br /&gt;
|2||Economics_Micro||Female||1.8751||1||2.5877||2.0934||2.0934||1.959||1.9494||1.2553||3.1898||3.3906&lt;br /&gt;
|-&lt;br /&gt;
|1||Economics_Micro||Female||2.1072||1.2788||2.711||2.7796||2.5453||2.1523||2.5276||1.8633||3.2918||3.6145&lt;br /&gt;
|-&lt;br /&gt;
|5||English_Lang._&amp;amp;_Composition||Female||2.6031||1.5798||3.3263||2.4099||2.3075||2.8395||2.5763||1.7634||4.0468||4.184&lt;br /&gt;
|-&lt;br /&gt;
|4||English_Lang._&amp;amp;_Composition||Female||2.9112||2.1004||3.5561||2.932||2.8476||3.1153||3.0013||2.1875||4.355||4.4941&lt;br /&gt;
|-&lt;br /&gt;
|3||English_Lang._&amp;amp;_Composition||Female||3.1772||2.4942||3.747||3.439||3.3644||3.3098||3.3838||2.5453||4.5787||4.7417&lt;br /&gt;
|-&lt;br /&gt;
|2||English_Lang._&amp;amp;_Composition||Female||3.1942||2.6274||3.7002||3.7524||3.7158||3.3172||3.6274||2.7218||4.4788||4.7388&lt;br /&gt;
|-&lt;br /&gt;
|1||English_Lang._&amp;amp;_Composition||Female||2.7825||2.2718||3.0839||3.6241||3.4777||2.7924||3.4198||2.2989||3.7819||4.2721&lt;br /&gt;
|-&lt;br /&gt;
|5||English_Lit._&amp;amp;_Composition||Female||2.6385||1.4472||3.2562||2.3139||2.2227||2.7767||2.4133||1.7404||4.0117||4.1404&lt;br /&gt;
|-&lt;br /&gt;
|4||English_Lit._&amp;amp;_Composition||Female||3.0441||2.1072||3.6186||3.0179||2.8463||3.1596||2.9854||2.2068||4.4736||4.5961&lt;br /&gt;
|-&lt;br /&gt;
|3||English_Lit._&amp;amp;_Composition||Female||3.2253||2.4829||3.7546||3.4781||3.296||3.3084||3.346||2.6096||4.6451||4.7887&lt;br /&gt;
|-&lt;br /&gt;
|2||English_Lit._&amp;amp;_Composition||Female||3.1909||2.6375||3.7065||3.822||3.6049||3.2997||3.5666||2.8||4.5078||4.75&lt;br /&gt;
|-&lt;br /&gt;
|1||English_Lit._&amp;amp;_Composition||Female||2.6618||2.1987||3.0496||3.6651||3.276||2.7076||3.2776||2.3483||3.6584||4.1882&lt;br /&gt;
|-&lt;br /&gt;
|5||Environmental_Science||Female||1.8976||0.6021||2.534||1.2788||1.3802||1.9638||1.6721||0.9031||3.2212||3.3562&lt;br /&gt;
|-&lt;br /&gt;
|4||Environmental_Science||Female||2.243||1.3424||2.8388||2.1004||2.017||2.382||2.2455||1.4624||3.6278||3.7634&lt;br /&gt;
|-&lt;br /&gt;
|3||Environmental_Science||Female||2.1875||1.2553||2.7372||2.2201||2.1106||2.2967||2.2304||1.5051||3.5593||3.7016&lt;br /&gt;
|-&lt;br /&gt;
|2||Environmental_Science||Female||2.2041||1.5185||2.7443||2.3874||2.2742||2.29||2.4314||1.5682||3.5738||3.7342&lt;br /&gt;
|-&lt;br /&gt;
|1||Environmental_Science||Female||2.5328||1.7782||2.9961||3.1133||2.8513||2.6345||3.0111||2.0899||3.7435||4.0217&lt;br /&gt;
|-&lt;br /&gt;
|5||European_History||Female||2.1239||0.9031||2.9138||1.7709||1.7634||2.3304||2.0755||0.9542||3.5468||3.6932&lt;br /&gt;
|-&lt;br /&gt;
|4||European_History||Female||2.4065||1.3979||3.0973||2.2648||2.1492||2.5955||2.4166||1.6232||3.7971||3.9451&lt;br /&gt;
|-&lt;br /&gt;
|3||European_History||Female||2.7177||1.8195||3.3528||2.7582||2.6618||2.9058||2.8014||2.0043||4.1029||4.2572&lt;br /&gt;
|-&lt;br /&gt;
|2||European_History||Female||2.2405||1.5051||2.8639||2.4502||2.3747||2.356||2.4362||1.6628||3.6113||3.7839&lt;br /&gt;
|-&lt;br /&gt;
|1||European_History||Female||2.6355||1.8388||3.1556||3.0622||2.9836||2.7868||2.9201||2.1367||3.8774||4.1193&lt;br /&gt;
|-&lt;br /&gt;
|5||French:_Language||Female||1.7709||0||2.1303||1.9638||1.2304||2.0828||1.8388||0.7782||2.9818||3.1617&lt;br /&gt;
|-&lt;br /&gt;
|4||French:_Language||Female||1.9494||0.4771||2.4393||2.0294||1.5911||2.2014||1.9494||0.9542||3.1644||3.3467&lt;br /&gt;
|-&lt;br /&gt;
|3||French:_Language||Female||2.1271||0.9031||2.7226||2.2742||2.0755||2.3118||2.2989||0.7782||3.4562||3.6272&lt;br /&gt;
|-&lt;br /&gt;
|2||French:_Language||Female||2.0414||0.7782||2.5391||2.1614||2.1004||2.1335||2.1461||0.8451||3.2953||3.4745&lt;br /&gt;
|-&lt;br /&gt;
|1||French:_Language||Female||1.9395||0.9031||2.49||2.3263||2.3747||2.143||2.3222||1.2553||3.2338||3.4661&lt;br /&gt;
|-&lt;br /&gt;
|5||French:_Literature||Female||1.3617||0||1.4771||1||0.4771||1.3617||1||0||2.3444||2.4983&lt;br /&gt;
|-&lt;br /&gt;
|4||French:_Literature||Female||1.0792||0||1.6435||1.2553||0.4771||1.2041||0.9031||0||2.3502||2.5051&lt;br /&gt;
|-&lt;br /&gt;
|3||French:_Literature||Female||1.1461||0||1.5911||1.3424||0.6021||1.3222||0.9542||0||2.3424||2.5092&lt;br /&gt;
|-&lt;br /&gt;
|2||French:_Literature||Female||0.9031||0||1.415||0.9542||0.7782||1.2304||1.0414||0||2.1673||2.3385&lt;br /&gt;
|-&lt;br /&gt;
|1||French:_Literature||Female||0.8451||0||1.2788||1.0414||0.4771||0.699||1.0792||0||2.0607||2.2227&lt;br /&gt;
|-&lt;br /&gt;
|5||German:_Language||Female||1.3424||0.301||1.4314||1.1139||0||1.3222||0.8451||0||2.6284||2.7084&lt;br /&gt;
|-&lt;br /&gt;
|4||German:_Language||Female||1.1761||0.4771||1.5051||1||0.6021||1.3979||1.1461||0.301||2.6375||2.7251&lt;br /&gt;
|-&lt;br /&gt;
|3||German:_Language||Female||1.0792||0.301||1.5185||1.0792||0.699||1.2304||1.2041||0.6021||2.6274||2.7135&lt;br /&gt;
|-&lt;br /&gt;
|2||German:_Language||Female||1.2304||0.301||1.4624||0.7782||1.1139||1.3802||0.9542||0.4771||2.6075||2.699&lt;br /&gt;
|-&lt;br /&gt;
|1||German:_Language||Female||1||0.301||1.1761||1.2788||1.0414||1.0792||1.2041||0.4771||2.3404||2.4757&lt;br /&gt;
|-&lt;br /&gt;
|5||Government_Politics_Comp.||Female||1.301||0||2.0682||1.0792||1.0414||1.4314||1.415||0.699||2.7589||2.8949&lt;br /&gt;
|-&lt;br /&gt;
|4||Government_Politics_Comp.||Female||1.6021||0.7782||2.2201||1.3979||1.3424||1.6335||1.5315||0.699||2.8603||3.0245&lt;br /&gt;
|-&lt;br /&gt;
|3||Government_Politics_Comp.||Female||1.716||1.0414||2.2455||1.7243||1.415||1.7924||1.7634||1.0414||2.9777||3.1433&lt;br /&gt;
|-&lt;br /&gt;
|2||Government_Politics_Comp.||Female||1.5798||0.7782||2.2068||1.9868||1.6628||1.9542||1.8633||0.9542||2.9754||3.1635&lt;br /&gt;
|-&lt;br /&gt;
|1||Government_Politics_Comp.||Female||1.7709||1.1461||2.1523||2.2253||1.8865||1.8513||1.9956||1.1761||2.8727||3.1408&lt;br /&gt;
|-&lt;br /&gt;
|5||Government_Politics_U.S.||Female||2.0492||0.8451||2.8082||1.7993||1.7634||2.2122||2.0212||1||3.4942||3.6307&lt;br /&gt;
|-&lt;br /&gt;
|4||Government_Politics_U.S.||Female||2.5478||1.6335||3.2732||2.5315||2.4548||2.7251||2.5478||1.7782||4.0069||4.1459&lt;br /&gt;
|-&lt;br /&gt;
|3||Government_Politics_U.S.||Female||2.7185||1.9638||3.4244||2.9222||2.8209||2.9191||2.8848||2.1206||4.1766||4.3326&lt;br /&gt;
|-&lt;br /&gt;
|2||Government_Politics_U.S.||Female||2.8943||2.1761||3.5284||3.3062||3.243||3.0588||3.2049||2.3909||4.2522||4.4615&lt;br /&gt;
|-&lt;br /&gt;
|1||Government_Politics_U.S.||Female||2.6484||2.0212||3.236||3.4378||3.3385||2.7993||3.3174||2.2833||3.8065||4.2172&lt;br /&gt;
|-&lt;br /&gt;
|5||Human_Geography||Female||1.4624||0.4771||2.2553||1.6335||1.3222||1.7243||1.6232||0.9542||2.9727||3.1176&lt;br /&gt;
|-&lt;br /&gt;
|4||Human_Geography||Female||1.8451||0.9542||2.5185||2.0531||1.5798||1.9731||2.0212||1||3.2383||3.3965&lt;br /&gt;
|-&lt;br /&gt;
|3||Human_Geography||Female||1.9138||1.0792||2.5599||2.2672||1.9191||2.1461||2.3304||1.5911||3.3326||3.5134&lt;br /&gt;
|-&lt;br /&gt;
|2||Human_Geography||Female||1.8633||1.2553||2.3856||2.3579||2.0531||2.0569||2.2945||1.4624||3.2098||3.4196&lt;br /&gt;
|-&lt;br /&gt;
|1||Human_Geography||Female||2.29||1.415||2.6191||3.0603||2.601||2.4031||2.7589||2.1038||3.432||3.766&lt;br /&gt;
|-&lt;br /&gt;
|5||Italian_Language||Female||0.6021||0||0.699||0.301||0.6021||0.7782||1.4314||0.4771||1.8976||2.0899&lt;br /&gt;
|-&lt;br /&gt;
|4||Italian_Language||Female||0.7782||0||0.301||0.4771||0.9031||0.6021||1.4914||0.301||1.8976||2.1072&lt;br /&gt;
|-&lt;br /&gt;
|3||Italian_Language||Female||0.9031||0||1.2304||0.4771||0.9542||1||1.7076||0.7782||2.2095||2.4133&lt;br /&gt;
|-&lt;br /&gt;
|2||Italian_Language||Female||1.0792||0||0.9542||0.6021||0.8451||0.9542||1.4771||0.4771||2.1703||2.3324&lt;br /&gt;
|-&lt;br /&gt;
|1||Italian_Language||Female||1.2304||0||1.0792||0.8451||0.9542||1||1.1761||0.9031||2.3365||2.4594&lt;br /&gt;
|-&lt;br /&gt;
|5||Japanese_Lang._&amp;amp;_Culture||Female||0.8451||0||2.2695||0||0||1.2041||0||0||1.301||2.356&lt;br /&gt;
|-&lt;br /&gt;
|4||Japanese_Lang._&amp;amp;_Culture||Female||0.4771||0||1.6532||0||0.301||0.4771||0.301||0||1.2041||1.8261&lt;br /&gt;
|-&lt;br /&gt;
|3||Japanese_Lang._&amp;amp;_Culture||Female||0.9542||0||2.0294||0.7782||0.4771||1||0.6021||0||1.5911||2.2355&lt;br /&gt;
|-&lt;br /&gt;
|2||Japanese_Lang._&amp;amp;_Culture||Female||0.4771||0||1.5798||0.699||0.301||0.9031||0||0||1.4624||1.9031&lt;br /&gt;
|-&lt;br /&gt;
|1||Japanese_Lang._&amp;amp;_Culture||Female||0.699||0||1.8451||0.6021||0.4771||0.9031||0.7782||0||1.7853||2.1818&lt;br /&gt;
|-&lt;br /&gt;
|5||Latin:_Literature||Female||0.9542||0.301||1.6628||1||0.4771||1.1461||0.699||0.301||2.2625||2.4249&lt;br /&gt;
|-&lt;br /&gt;
|4||Latin:_Literature||Female||1||0||1.7076||1.0792||0.301||1.1761||0.4771||0.301||2.3324||2.4814&lt;br /&gt;
|-&lt;br /&gt;
|3||Latin:_Literature||Female||1.2553||0.4771||1.8195||1.1761||0.699||1.3802||0.9031||0.301||2.5694||2.7024&lt;br /&gt;
|-&lt;br /&gt;
|2||Latin:_Literature||Female||1.1761||0.6021||1.5315||1.1461||0.9542||1.0792||0.699||0||2.3927||2.5224&lt;br /&gt;
|-&lt;br /&gt;
|1||Latin:_Literature||Female||1.2304||0.6021||1.8921||1.3802||1||1.4472||1.4472||0.4771||2.6042||2.7679&lt;br /&gt;
|-&lt;br /&gt;
|5||Latin:_Vergil||Female||1.3424||0||1.8261||1||0.4771||1.3424||0.9031||0.301||2.4914||2.6405&lt;br /&gt;
|-&lt;br /&gt;
|4||Latin:_Vergil||Female||1.2788||0.301||1.8195||1||0||1.301||0.7782||0.4771||2.4393||2.5955&lt;br /&gt;
|-&lt;br /&gt;
|3||Latin:_Vergil||Female||1.3617||0.699||1.8261||1.1461||1||1.4624||1.1139||0.699||2.6284||2.7657&lt;br /&gt;
|-&lt;br /&gt;
|2||Latin:_Vergil||Female||1||0.699||1.5911||1.3222||1||1.3222||1.0792||0.4771||2.5328||2.6571&lt;br /&gt;
|-&lt;br /&gt;
|1||Latin:_Vergil||Female||1.301||0.699||1.5911||1.2788||1.1139||1.1761||1.1761||0||2.5478||2.6739&lt;br /&gt;
|-&lt;br /&gt;
|5||Music_Theory||Female||1.3222||0||2.2122||1.0792||0.9031||1.3802||1.1139||0.301||2.7356||2.8921&lt;br /&gt;
|-&lt;br /&gt;
|4||Music_Theory||Female||1.5563||0.4771||2.2175||1.2304||0.9031||1.3979||1.2041||0.4771||2.8338||2.9763&lt;br /&gt;
|-&lt;br /&gt;
|3||Music_Theory||Female||1.5682||0.9542||2.301||1.6021||1.2788||1.6628||1.7634||1.0792||3.0294||3.1711&lt;br /&gt;
|-&lt;br /&gt;
|2||Music_Theory||Female||1.6128||1.0792||2.3139||2.0645||1.5682||1.8808||1.8062||1.2304||3.0154||3.2033&lt;br /&gt;
|-&lt;br /&gt;
|1||Music_Theory||Female||1.3802||0.699||1.8513||2.1004||1.5051||1.3617||1.8633||1.2041||2.6191||2.891&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_B||Female||1.6628||0.301||2.776||1||1.1461||1.8129||1.4472||0.8451||3.0398||3.2688&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_B||Female||1.7782||0.9031||2.8189||1.6335||1.415||1.9731||1.5798||0.8451||3.1989||3.3993&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_B||Female||2.1584||1.1761||3.0314||2.0531||2.0607||2.2504||2.0969||1.4771||3.4911||3.6889&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_B||Female||2.0043||1.0414||2.8727||2.2945||2.1173||2.1106||2.1673||1.415||3.3833||3.5907&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_B||Female||2.1903||1.6232||2.9253||2.7938||2.7033||2.3243||2.6484||1.5682||3.3879||3.7238&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.301||0.301||2.3838||0.7782||0.6021||1.1461||0.9542||0.4771||2.5119||2.7903&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.1461||0.699||2.2923||1.0414||0.6021||1.5441||1.1461||0.301||2.5441||2.7945&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1||0.301||2.0043||0.6021||0.699||1.1139||0.7782||0.4771||2.2945||2.5224&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.2304||0.301||2.1106||1.1461||0.9031||1.1139||1.1461||0.301||2.4955||2.7024&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_C:_Elec._&amp;amp;_Magnet.||Female||0.9031||0.6021||1.9823||1.0792||1.1139||1.0792||1.1461||0.301||2.3118||2.5539&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_C:_Mechanics||Female||1.5911||0.301||2.6503||1||0.7782||1.5798||1.301||0.4771||2.8426||3.098&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_C:_Mechanics||Female||1.6812||0.4771||2.6513||1.3424||1.2041||1.8129||1.4472||0.9031||3.0022||3.2135&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_C:_Mechanics||Female||1.6128||0.9542||2.5465||1.4624||1.3979||1.6232||1.4914||0.6021||2.933||3.1405&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_C:_Mechanics||Female||1.4771||1.1139||2.3909||1.5911||1.5682||1.6435||1.6721||0.7782||2.8513||3.066&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_C:_Mechanics||Female||1.5911||1.0792||2.5038||2.1239||1.959||1.6721||1.9542||0.7782||2.8463||3.1556&lt;br /&gt;
|-&lt;br /&gt;
|5||Psychology||Female||2.5478||1.5315||3.3077||2.4281||2.1367||2.7024||2.5658||1.8633||3.9996||4.1383&lt;br /&gt;
|-&lt;br /&gt;
|4||Psychology||Female||2.7143||1.959||3.3537||2.8692||2.5403||2.8633||2.8451||2.0719||4.1231||4.2735&lt;br /&gt;
|-&lt;br /&gt;
|3||Psychology||Female||2.5888||1.8633||3.1959||2.9294||2.5752||2.7427||2.8228||2.1004||4.0143||4.174&lt;br /&gt;
|-&lt;br /&gt;
|2||Psychology||Female||2.4786||1.6532||2.9921||2.9222||2.567||2.5502||2.7589||1.9395||3.8263||4.0105&lt;br /&gt;
|-&lt;br /&gt;
|1||Psychology||Female||2.7007||1.9085||3.1787||3.4242||3.0145||2.8075||3.1682||2.3075||3.8958||4.203&lt;br /&gt;
|-&lt;br /&gt;
|5||Spanish_Language||Female||2.5391||0.6021||2.721||1.8195||3.6832||2.444||3.6673||2.3856||3.3514||4.1196&lt;br /&gt;
|-&lt;br /&gt;
|4||Spanish_Language||Female||2.7177||1.2041||2.945||2.2041||3.7599||2.567||3.6413||2.5024||3.6157||4.2179&lt;br /&gt;
|-&lt;br /&gt;
|3||Spanish_Language||Female||2.5988||1.3222||2.8848||2.3711||3.5895||2.4969||3.4286||2.3304||3.5982||4.096&lt;br /&gt;
|-&lt;br /&gt;
|2||Spanish_Language||Female||2.5647||1.4314||2.9263||2.5428||3.4589||2.5391||3.2934||2.2765||3.6444||4.0556&lt;br /&gt;
|-&lt;br /&gt;
|1||Spanish_Language||Female||2.5599||1.5315||2.9385||2.9479||3.2579||2.5563||3.1501||2.2279||3.6975||4.0366&lt;br /&gt;
|-&lt;br /&gt;
|5||Spanish_Literature||Female||1.415||0.301||1.7559||0.8451||2.4564||1.4624||2.5944||1.1761||2.3997||3.0245&lt;br /&gt;
|-&lt;br /&gt;
|4||Spanish_Literature||Female||1.9031||0||1.9685||1.301||2.9586||1.6532||2.8716||1.4914||2.6128||3.3664&lt;br /&gt;
|-&lt;br /&gt;
|3||Spanish_Literature||Female||1.8808||0||1.8325||1.3617||3.1149||1.6435||2.9722||1.5441||2.5224||3.4492&lt;br /&gt;
|-&lt;br /&gt;
|2||Spanish_Literature||Female||1.6128||0.4771||1.4771||1.1139||2.871||1.3222||2.7267||1.3424||2.0899||3.1821&lt;br /&gt;
|-&lt;br /&gt;
|1||Spanish_Literature||Female||1.9345||0.4771||1.4624||1.5682||2.9943||1.5185||2.8779||1.8062||2.2742||3.3373&lt;br /&gt;
|-&lt;br /&gt;
|5||Statistics||Female||2.0128||0.7782||3.0154||1.6232||1.6232||2.0682||1.699||1.0414||3.4524||3.6266&lt;br /&gt;
|-&lt;br /&gt;
|4||Statistics||Female||2.3464||1.301||3.2068||2.2577||2.0294||2.4265||2.2833||1.5051||3.813||3.9602&lt;br /&gt;
|-&lt;br /&gt;
|3||Statistics||Female||2.4698||1.6721||3.2589||2.5635||2.3962||2.5855||2.5105||1.7559||3.9528||4.0969&lt;br /&gt;
|-&lt;br /&gt;
|2||Statistics||Female||2.4249||1.5911||3.0618||2.6335||2.4594||2.4609||2.5465||1.7076||3.7886||3.9545&lt;br /&gt;
|-&lt;br /&gt;
|1||Statistics||Female||2.5888||1.8513||3.2232||3.2363||2.9499||2.6758||2.9624||2.1139||3.8587||4.1297&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_2-D_Design||Female||1.4472||0.9031||2.1038||1.4314||1.1761||1.5441||1.5441||1||2.8344||2.9823&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_2-D_Design||Female||1.8808||0.6021||2.2923||1.7559||1.699||1.8976||2.0374||1||3.1584||3.3038&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_2-D_Design||Female||2.0253||1.301||2.4757||2.0212||2.0492||2.1106||2.2201||1.3802||3.3629||3.5131&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_2-D_Design||Female||2||1.301||2.29||2.0864||2.0043||2.0864||2.1004||1.3802||3.2368||3.4026&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_2-D_Design||Female||1.1139||0.4771||1.3222||1.6902||1.6128||1.2304||1.5682||1.0792||2.4082||2.6444&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_3-D_Design||Female||0.699||0||1.1139||0.7782||0.9031||0.301||0.6021||0.4771||1.9542||2.0934&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_3-D_Design||Female||0.9031||0.301||1.2788||1.1461||1||1.0414||1.1139||0||2.0864||2.2833&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_3-D_Design||Female||1.3617||0.9031||1.7243||1.4314||1.3424||1.5563||1.6021||0.6021||2.6138||2.7896&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_3-D_Design||Female||1.2041||0.699||1.5682||1.4472||1.3424||1.3424||1.4314||0.699||2.4533||2.6415&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_3-D_Design||Female||0||0.301||1||1.2553||0.7782||0.6021||0.9031||0||1.7924||2.017&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_Drawing||Female||1.6128||0.699||2.4116||1.4472||1.3802||1.5911||1.699||0.699||2.871||3.0737&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_Drawing||Female||1.7559||0.8451||2.4183||1.716||1.6902||1.8325||1.9085||1.2553||3.0708||3.2463&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_Drawing||Female||2.0374||1.1461||2.6444||2.0374||2.0899||2.179||2.2833||1.2304||3.3698||3.5429&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_Drawing||Female||1.9777||1.2041||2.3263||2.1523||2.1106||2.0492||2.0864||1.3802||3.1816||3.3735&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_Drawing||Female||1.2553||0.301||1.3979||1.9294||1.5185||1.2553||1.5563||0.699||2.3483||2.6405&lt;br /&gt;
|-&lt;br /&gt;
|5||US_History||Female||2.6928||1.4624||3.4768||2.5237||2.3766||2.8745||2.6274||1.8325||4.089||4.2455&lt;br /&gt;
|-&lt;br /&gt;
|4||US_History||Female||2.9455||2.0294||3.6308||3.0073||2.8445||3.1443||2.9248||2.2455||4.3719||4.5175&lt;br /&gt;
|-&lt;br /&gt;
|3||US_History||Female||3.0017||2.2856||3.6149||3.261||3.1248||3.181||3.1361||2.3444||4.434||4.5881&lt;br /&gt;
|-&lt;br /&gt;
|2||US_History||Female||3.1265||2.5079||3.6779||3.5472||3.4536||3.2605||3.361||2.5775||4.5033||4.6914&lt;br /&gt;
|-&lt;br /&gt;
|1||US_History||Female||3.1004||2.534||3.5539||3.8274||3.7091||3.1926||3.6125||2.7251||4.2816||4.6266&lt;br /&gt;
|-&lt;br /&gt;
|5||World_History||Female||2.0755||1.0414||2.936||2.1492||1.7853||2.3747||2.1072||1.301||3.5257||3.6926&lt;br /&gt;
|-&lt;br /&gt;
|4||World_History||Female||2.2601||1.5682||3.1082||2.5366||2.2672||2.5763||2.4654||1.6232||3.7368||3.9132&lt;br /&gt;
|-&lt;br /&gt;
|3||World_History||Female||2.5353||1.7709||3.309||2.9143||2.7042||2.7796||2.8445||2.0453||3.9349||4.1392&lt;br /&gt;
|-&lt;br /&gt;
|2||World_History||Female||2.5899||1.9294||3.262||3.0795||2.9782||2.8338||2.9854||2.1461||3.9175||4.1615&lt;br /&gt;
|-&lt;br /&gt;
|1||World_History||Female||2.6656||1.9085||3.1024||3.4038||3.2683||2.7396||3.2531||2.3201||3.7526||4.1583&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Percentage of Students)===&lt;br /&gt;
The table below contains the numbers of students and their relative proportion (percent).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| colspan=2| || colspan=5| '''Examination Grade''' || colspan=4| '''Summary Statistics''' &lt;br /&gt;
|-&lt;br /&gt;
| '''Disciplines''' ||  '''Sample Size''' || '''5''' || '''4''' || '''3''' || '''2''' || '''1''' || '''Number of Students''' || '''3 or Higher / %''' || '''Mean Grade''' || '''Standard Deviation'''&lt;br /&gt;
|-&lt;br /&gt;
| '''Art History''' || N || 2286 || 4243 || 5006 || 3550 || 3751 || 18836 || 11535 || 2.88 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.13633468 || 22.52601402 || 26.57676789 || 18.84688894 || 19.91399448 ||  || 61.23911659 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Biology''' || N || 27996 || 29338 || 30749 || 33664 || 23049 || 144796 || 88083 || 3.04 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.33478825 || 20.26160944 || 21.23608387 || 23.24926103 || 15.91825741 ||  || 60.83248156 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB''' || N || 44409 || 39682 || 40448 || 32704 || 54450 || 211693 || 124539 || 2.94 || 1.49&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.97802006 || 18.74506951 || 19.10691426 || 15.44878669 || 25.72120949 ||  || 58.83000383 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus BC''' || N || 27949 || 11489 || 12095 || 4090 || 8688 || 64311 || 51533 || 3.71 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.4591283 || 17.86475098 || 18.80704701 || 6.359720732 || 13.50935299 ||  || 80.13092628 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB Subscores''' || N || 32268 || 14168 || 8915 || 4222 || 4738 || 64311 || 55351 || 4.01 || 1.25&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 50.17493119 || 22.0304458 || 13.86232526 || 6.564973333 || 7.367324408 ||  || 86.06770226 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chemistry''' || N || 14820 || 17462 || 22321 || 17928 || 24605 || 97136 || 54603 || 2.79 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.25695931 || 17.97685719 || 22.97912206 || 18.45659694 || 25.3304645 ||  || 56.21293856 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language'''   (Total Group) || N || 2643 || 386 || 146 || 36 || 50 || 3261 || 3175 || 4.7 || 0.74&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 81.04875805 || 11.83685986 || 4.477154247 || 1.103955842 || 1.533272002 ||  || 97.36277216 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language''' (Standard Group)** || N || 177 || 71 || 60 || 24 || 31 || 363 || 308 || 3.93 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 48.76033058 || 19.55922865 || 16.52892562 || 6.611570248 || 8.539944904 ||  || 84.84848485 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' A || N || 2902 || 3434 || 2178 || 1433 || 5102 || 15049 || 8514 || 2.84 || 1.56&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.28367333 || 22.81879195 || 14.47272244 || 9.522227391 || 33.90258489 ||  || 56.57518772 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' AB || N || 1682 || 997 || 926 || 473 || 986 || 5064 || 3605 || 3.38 || 1.5&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.21484992 || 19.68799368 || 18.28593997 || 9.340442338 || 19.47077409 ||  || 71.18878357 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Macro''' || N || 8462 || 14693 || 9881 || 10311 || 16769 || 60116 || 33036 || 2.8 || 1.43&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 14.0761195 || 24.44108058 || 16.43655599 || 17.15183978 || 27.89440415 ||  || 54.95375607 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Micro''' || N || 6080 || 10300 || 7766 || 5459 || 7778 || 37383 || 24146 || 3.04 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.26407725 || 27.55263087 || 20.77414868 || 14.60289436 || 20.80624883 ||  || 64.59085681 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Language''' || N || 25840 || 51720 || 88529 || 85517 || 30624 || 282230 || 166089 || 2.85 || 1.12&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.155653191 || 18.32547922 || 31.36767884 || 30.30046416 || 10.85072459 ||  || 58.84881125 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Literature''' || N || 20829 || 62283 || 99267 || 90050 || 26049 || 298478 || 182379 || 2.87 || 1.06&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.978403768 || 20.86686456 || 33.25772754 || 30.16972775 || 8.727276382 ||  || 61.10299587 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Environmental Science''' || N || 5670 || 12092 || 9383 || 9183 || 16088 || 52416 || 27145 || 2.66 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.81730769 || 23.06929182 || 17.90102259 || 17.51945971 || 30.69291819 ||  || 51.7876221 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''European History''' || N || 10800 || 18314 || 34823 || 10910 || 22195 || 97042 || 63937 || 2.84 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.12920179 || 18.87224089 || 35.8844624 || 11.24255477 || 22.87154016 ||  || 65.88590507 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Total Group)** || N || 2743 || 3655 || 6643 || 4361 || 4307 || 21709 || 13041 || 2.82 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.63531254 || 16.83633516 || 30.60021189 || 20.08844258 || 19.83969782 ||  || 60.0718596 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Standard Group)** || N || 1244 || 2510 || 5331 || 3816 || 3928 || 16829 || 9085 || 2.6 || 1.2&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 7.392001901 || 14.91473052 || 31.67746152 || 22.6751441 || 23.34066195 ||  || 53.98419395 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Literature''' || N || 501 || 487 || 480 || 337 || 263 || 2068 || 1468 || 3.3 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.22630561 || 23.54932302 || 23.21083172 || 16.2959381 || 12.71760155 ||  || 70.98646035 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Total Group)** || N || 1316 || 1160 || 1158 || 1043 || 720 || 5397 || 3634 || 3.24 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.38391699 || 21.49342227 || 21.45636465 || 19.32555123 || 13.34074486 ||  || 67.33370391 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Standard Group)** || N || 342 || 760 || 938 || 885 || 635 || 3560 || 2040 || 2.8 || 1.23&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.606741573 || 21.34831461 || 26.34831461 || 24.85955056 || 17.83707865 ||  || 57.30337079 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics  Comparative''' || N || 2188 || 2635 || 3000 || 3039 || 2496 || 13358 || 7823 || 2.92 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.37969756 || 19.72600689 || 22.45845186 || 22.75041174 || 18.68543195 ||  || 58.56415631 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics United States''' || N || 9705 || 30488 || 43245 || 51620 || 25920 || 160978 || 83438 || 2.67 || 1.13&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.028774118 || 18.93923393 || 26.86391929 || 32.06649356 || 16.1015791 ||  || 51.83192734 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Human Geography''' || N || 3249 || 5183 || 6320 || 4724 || 9529 || 29005 || 14752 || 2.58 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.20151698 || 17.86933287 || 21.78934666 || 16.2868471 || 32.85295639 ||  || 50.86019652 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Total Group) || N || 252 || 209 || 393 || 329 || 459 || 1642 || 854 || 2.67 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.34713764 || 12.72838002 || 23.93422655 || 20.0365408 || 27.95371498 ||  || 52.00974421 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Standard Group)** || N || 85 || 138 || 311 || 292 || 433 || 1259 || 534 || 2.32 || 1.24&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.751389992 || 10.96108022 || 24.70214456 || 23.19301033 || 34.3923749 ||  || 42.41461477 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Total Group)** || N || 724 || 154 || 314 || 152 || 323 || 1667 || 1192 || 3.48 || 1.57&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.43131374 || 9.23815237 || 18.83623275 || 9.118176365 || 19.37612478 ||  || 71.50569886 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Standard Group)** || N || 102 || 66 || 182 || 99 || 218 || 667 || 350 || 2.6 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.29235382 || 9.895052474 || 27.28635682 || 14.84257871 || 32.68365817 ||  || 52.47376312 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Literature''' || N || 508 || 549 || 962 || 612 || 1140 || 3771 || 2019 || 2.65 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 13.47122779 || 14.55847255 || 25.51047468 || 16.22911695 || 30.23070804 ||  || 53.54017502 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Vergil''' || N || 937 || 911 || 1229 || 931 || 921 || 4929 || 3077 || 3 || 1.37&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.00994116 || 18.4824508 || 24.9340637 || 18.88821262 || 18.68533171 ||  || 62.42645567 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' || N || 2210 || 2263 || 3400 || 3517 || 1804 || 13194 || 7873 || 2.97 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.7500379 || 17.15173564 || 25.76928907 || 26.65605578 || 13.67288161 ||  || 59.6710626 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Aural Subscore || N || 2184 || 2296 || 3219 || 3767 || 1728 || 13194 || 7699 || 2.96 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.55297863 || 17.40184933 || 24.39745339 || 28.55085645 || 13.09686221 ||  || 58.35228134 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Nonaural Subscore || N || 2240 || 2305 || 3398 || 3461 || 1790 || 13194 || 7943 || 2.98 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.97741398 || 17.47006215 || 25.75413067 || 26.23162043 || 13.56677278 ||  || 60.20160679 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics B''' || N || 8869 || 9279 || 14931 || 10210 || 11601 || 54890 || 33079 || 2.88 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.15777009 || 16.90471853 || 27.20167608 || 18.60083804 || 21.13499727 ||  || 60.26416469 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C E&amp;amp;M''' || N || 3787 || 2871 || 1354 || 1890 || 1290 || 11192 || 8012 || 3.53 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.83666905 || 25.65225161 || 12.09792709 || 16.88706219 || 11.52609006 ||  || 71.58684775 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C Mechanics''' || N || 6877 || 6669 || 5268 || 3699 || 3801 || 26314 || 18814 || 3.35 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 26.13437714 || 25.34392339 || 20.01976134 || 14.05715589 || 14.44478225 ||  || 71.49806187 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Psychology''' || N || 21833 || 30430 || 23851 || 15902 || 24112 || 116128 || 76114 || 3.09 || 1.41&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 18.80080601 || 26.20384403 || 20.53854368 || 13.69351061 || 20.76329567 ||  || 65.54319372 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Total Group) || N || 20397 || 25383 || 19464 || 17892 || 18063 || 101199 || 65244 || 3.12 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.1553375 || 25.08226366 || 19.23339163 || 17.6800166 || 17.8489906 ||  || 64.4709928 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Standard Group)** || N || 4299 || 8269 || 8085 || 9230 || 11290 || 41173 || 20653 || 2.64 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.44130862 || 20.0835499 || 19.63665509 || 22.41760377 || 27.42088262 ||  || 50.16151361 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Literature''' || N || 1757 || 3464 || 4207 || 2277 || 3616 || 15321 || 9428 || 2.83 || 1.32&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.46791985 || 22.60949024 || 27.45904314 || 14.86195418 || 23.60159259 ||  || 61.53645323 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Statistics''' || N || 11643 || 21076 || 24922 || 16755 || 23637 || 98033 || 57641 || 2.8 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.87661298 || 21.49888303 || 25.42205176 || 17.09118358 || 24.11126865 ||  || 58.79754776 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art Drawing''' || N || 1681 || 2470 || 5043 || 3546 || 818 || 13558 || 9194 || 3.05 || 1.09&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.39858386 || 18.21802626 || 37.19575159 || 26.15430004 || 6.03333825 ||  || 67.81236171 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 2-D Design''' || N || 1494 || 2861 || 4665 || 3674 || 716 || 13410 || 9020 || 3.06 || 1.07&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.1409396 || 21.33482476 || 34.78747204 || 27.39746458 || 5.339299031 ||  || 67.26323639 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 3-D Design''' || N || 223 || 324 || 935 || 665 || 173 || 2320 || 1482 || 2.9 || 1.05&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.612068966 || 13.96551724 || 40.30172414 || 28.6637931 || 7.456896552 ||  || 63.87931034 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''United States History''' || N || 37110 || 66325 || 74153 || 87268 || 68706 || 333562 || 177588 || 2.75 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.125368 || 19.88385967 || 22.23064977 || 26.16245256 || 20.59767 ||  || 53.23987744 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''World History''' || N || 11461 || 17183 || 26616 || 24773 || 21942 || 101975 || 55260 || 2.72 || 1.28&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;hr&amp;gt;&lt;br /&gt;
* SOCR Home page: http://www.socr.ucla.edu&lt;br /&gt;
&lt;br /&gt;
{{translate|pageName=http://wiki.stat.ucla.edu/socr/index.php?title=SOCR_Data_Dinov_030708_APExamScores}}&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11366</id>
		<title>SOCR Data Dinov 030708 APExamScores</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11366"/>
		<updated>2011-10-31T18:36:46Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* 2007 USA AP Exam Score Distribution (Log Transformation) */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== [[SOCR_Data |SOCR Data]] - 2007 Advanced Placement (AP) Exam Scores by Discipline==&lt;br /&gt;
&lt;br /&gt;
===Data Description===&lt;br /&gt;
* '''Source''': [http://professionals.collegeboard.com/data-reports-research/ap/data-2007 The College Board AP Results for 2007].&lt;br /&gt;
&lt;br /&gt;
* '''Summary''':&lt;br /&gt;
[[Image:SOCR_Data_Dinov_APExams_062408_Fig1.png|150px|thumbnail|right| [http://www.hoover.org/publications/ednext/3260116.html AP Exams] ]]&lt;br /&gt;
&lt;br /&gt;
: The goals of collecting this data on AP exam scores by discipline was to gauge the individual success on an AP Exam in 2007. Most students view a grade of 3 or higher as a successful grade (grade range {1 (worst), 2, 3, 4, 5(best)}. Of interest was to evaluate the performance for each grade level, type of school, or geographic location.&lt;br /&gt;
&lt;br /&gt;
: This table reflects 2,533,431 AP Examinations taken by 1,464,254 students from 16,464 secondary schools.&lt;br /&gt;
&lt;br /&gt;
: Standard students generally receive most of their foreign language training in U.S. schools. They did not indicate on their answer sheet that they regularly speak or hear the foreign language of the examination, or that they have lived for one month or more   in a country where the language is spoken.&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Genders and Grace Levels)===&lt;br /&gt;
The table below contains the raw numbers of students taking different AP exams, their scores and grade levels and genders.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || colspan=&amp;quot;5&amp;quot; |Examination Grade||colspan=&amp;quot;4&amp;quot;|Summary Statistics||colspan=&amp;quot;7&amp;quot;|Grade Level||colspan=&amp;quot;2&amp;quot;|Gender&lt;br /&gt;
|-&lt;br /&gt;
|5||4||3||2||1||Number of Students||3 or Higher%||Mean Grade||Standard Deviation||9th Grade||10th Grade||11th Grade||12th Grade||Not HS||&amp;lt;9th Grade||Other||Male||Female&lt;br /&gt;
|-&lt;br /&gt;
| Biology||27996||29338||30749||33664||23049||144796||88083||3.04||1.36||1368||13311||54119||70493||85||24||5396||60597||84199&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB||44409||39682||40448||32704||54450||211693||124539||2.94||1.49||190||2655||38717||162361||484||30||7256||109095||102598&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB Subscores||32268||14168||8915||4222||4738||64311||55351||4.01||1.25||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Calculus BC||27949||11489||12095||4090||8688||64311||51533||3.71||1.42||121||1255||14142||46713||134||15||1931||38028||26283&lt;br /&gt;
|-&lt;br /&gt;
| Chemistry||14820||17462||22321||17928||24605||97136||54603||2.79||1.39||50||5550||50226||37751||220||5||3334||51743||45393&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Standard Group)**||177||71||60||24||31||363||308||3.93||1.30||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Total Group)**||2643||386||146||36||50||3261||3175||4.70||0.74||80||367||1193||1453||5||7||156||1482||1779&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science A||2902||3434||2178||1433||5102||15049||8514||2.84||1.56||215||2508||5539||6274||13||3||497||12282||2767&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science AB||1682||997||926||473||986||5064||3605||3.38||1.50||43||599||2024||2246||13||5||134||4461||603&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Macro||8462||14693||9881||10311||16769||60116||33036||2.80||1.43||109||876||6684||49818||245||2||2382||32931||27185&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Micro||6080||10300||7766||5459||7778||37383||24146||3.04||1.38||24||1109||5589||29006||228||2||1425||21438||15945&lt;br /&gt;
|-&lt;br /&gt;
| English Language||25840||51720||88529||85517||30624||282230||166089||2.85||1.12||90||4346||229191||37769||64||3||10767||104425||177805&lt;br /&gt;
|-&lt;br /&gt;
| English Literature||20829||62283||99267||90050||26049||298478||182379||2.87||1.06||20||651||23745||262341||151||4||11566||108109||190369&lt;br /&gt;
|-&lt;br /&gt;
| Environmental Science||5670||12092||9383||9183||16088||52416||27145||2.66||1.40||728||2068||17448||29665||45||0||2462||23129||29287&lt;br /&gt;
|-&lt;br /&gt;
| European History||10800||18314||34823||10910||22195||97042||63937||2.84||1.28||419||48885||15659||28580||36||1||3462||45075||51967&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Standard Group)**||1244||2510||5331||3816||3928||16829||9085||2.60||1.20||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Total Group)**||2743||3655||6643||4361||4307||21709||13041||2.82||1.28||162||1119||5943||13555||13||84||833||6535||15174&lt;br /&gt;
|-&lt;br /&gt;
| French Literature||501||487||480||337||263||2068||1468||3.30||1.34||10||111||489||1360||2||0||96||594||1474&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Standard Group)**||342||760||938||885||635||3560||2040||2.80||1.23||.||.||.||.||.||.||.||.||&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Total Group)**||1316||1160||1158||1043||720||5397||3634||3.24||1.36||80||302||1273||3505||12||39||186||2778||2619&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics Comparative||2188||2635||3000||3039||2496||13358||7823||2.92||1.35||8||711||2285||9745||15||0||594||6986||6372&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics United States||9705||30488||43245||51620||25920||160978||83438||2.67||1.13||946||8258||16900||128710||55||6||6103||75427||85551&lt;br /&gt;
|-&lt;br /&gt;
| Human Geography||3249||5183||6320||4724||9529||29005||14752||2.58||1.39||12546||5219||3874||6229||10||2||1125||13182||15823&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Standard Group)**||85||138||311||292||433||1259||534||2.32||1.24||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Total Group)**||252||209||393||329||459||1642||854||2.67||1.40||8||27||263||1267||6||0||71||582||1060&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Standard Group)**||102||66||182||99||218||667||350||2.60||1.42||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Total Group)**||724||154||314||152||323||1667||1192||3.48||1.57||31||96||456||1026||3||2||53||773||894&lt;br /&gt;
|-&lt;br /&gt;
| Latin Literature||508||549||962||612||1140||3771||2019||2.65||1.39||11||156||1564||1920||3||1||116||1766||2005&lt;br /&gt;
|-&lt;br /&gt;
| Latin Vergil||937||911||1229||931||921||4929||3077||3||1.37||36||313||2112||2299||1||1||167||2578||2351&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory||2210||2263||3400||3517||1804||13194||7873||2.97||1.29||105||1175||4239||7189||12||15||459||7507||5687&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Aural Subscore||2184||2296||3219||3767||1728||13194||7699||2.96||1.28||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Nonaural Subscore||2240||2305||3398||3461||1790||13194||7943||2.98||1.29||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Physics B||8869||9279||14931||10210||11601||54890||33079||2.88||1.35||103||1144||19411||32138||77||24||1993||35711||19179&lt;br /&gt;
|-&lt;br /&gt;
| Physics C E&amp;amp;M||3787||2871||1354||1890||1290||11192||8012||3.53||1.40||5||132||1275||9370||83||5||322||8678||2514&lt;br /&gt;
|-&lt;br /&gt;
| Physics C Mechanics||6877||6669||5268||3699||3801||26314||18814||3.35||1.38||8||218||3498||21651||99||9||831||19291||7023&lt;br /&gt;
|-&lt;br /&gt;
| Psychology||21833||30430||23851||15902||24112||116128||76114||3.09||1.41||123||3329||37075||70456||88||5||5052||40920||75208&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Standard Group)**||4299||8269||8085||9230||11290||41173||20653||2.64||1.34||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Total Group)**||20397||25383||19464||17892||18063||101199||65244||3.12||1.39||2677||11677||35429||43772||133||2864||4647||36166||65033&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Literature||1757||3464||4207||2277||3616||15321||9428||2.83||1.32||129||1114||4541||8598||7||0||932||5100||10221&lt;br /&gt;
|-&lt;br /&gt;
| Statistics||11643||21076||24922||16755||23637||98033||57641||2.80||1.34||117||3964||18782||71348||193||10||3619||48854||49179&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 2-D Design||1494||2861||4665||3674||716||13410||9020||3.06||1.07||16||212||2314||10169||22||1||676||3895||9515&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 3-D Design||223||324||935||665||173||2320||1482||2.90||1.05||5||41||300||1822||5||0||147||823||1497&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art Drawing||1681||2470||5043||3546||818||13558||9194||3.05||1.09||8||316||2506||10012||22||0||694||3964||9594&lt;br /&gt;
|-&lt;br /&gt;
| United States History||37110||66325||74153||87268||68706||333562||177588||2.75||1.29||354||27033||277343||17332||40||10||11450||151569||181993&lt;br /&gt;
|-&lt;br /&gt;
| World History||11461||17183||26616||24773||21942||101975||55260||2.72||1.28||4685||78011||10172||5561||19||4||3523||45716||56259&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution===&lt;br /&gt;
The table below contains the numbers and scores of US students taking different AP exams.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || rowspan=&amp;quot;2&amp;quot;|Examination Grade||colspan=&amp;quot;2&amp;quot;|Gender||colspan=&amp;quot;9&amp;quot;|Ethnic Group||rowspan=&amp;quot;2&amp;quot;|Total&lt;br /&gt;
|-&lt;br /&gt;
|Male||Female||Not Stated||American Indian||Asian||Black||Mexican American||Other||Other Hispanic||Puerto Rican||White&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Art History||5||730||1469||86||8||352||28||45||122||64||8||1486||2199&lt;br /&gt;
|-&lt;br /&gt;
| 4||1377||2763||160||14||670||74||138||223||213||18||2630||4140&lt;br /&gt;
|-&lt;br /&gt;
| 3||1614||3288||190||25||711||141||211||242||348||37||2997||4902&lt;br /&gt;
|-&lt;br /&gt;
| 2||1141||2332||124||16||511||145||223||163||291||35||1965||3473&lt;br /&gt;
|-&lt;br /&gt;
| 1||1296||2403||162||22||499||279||347||152||461||41||1736||3699&lt;br /&gt;
|-&lt;br /&gt;
| Total||6158||12255||722||85||2743||667||964||902||1377||139||10814||18413&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.85||2.88||2.84||2.65||2.95||2.14||2.29||3.00||2.37||2.40||3.02||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Biology||5||13617||13318||731||51||7032||398||317||1150||560||96||16600||26935&lt;br /&gt;
|-&lt;br /&gt;
| 4||13026||15463||771||100||5569||808||526||1223||726||132||18634||28489&lt;br /&gt;
|-&lt;br /&gt;
| 3||12717||17312||833||140||4954||1143||824||1177||988||182||19788||30029&lt;br /&gt;
|-&lt;br /&gt;
| 2||12309||20768||997||193||4740||2089||1555||1303||1481||272||20447||33077&lt;br /&gt;
|-&lt;br /&gt;
| 1||7354||15437||737||152||2920||3585||2174||893||1965||283||10082||22791&lt;br /&gt;
|-&lt;br /&gt;
| Total||59023||82298||4069||636||25215||8023||5396||5746||5720||965||85551||141321&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.22||2.88||2.94||2.54||3.36||2.05||2.12||3.08||2.38||2.47||3.13||3.03&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus AB||5||25366||16543||962||84||8008||512||617||1202||901||115||29508||41909&lt;br /&gt;
|-&lt;br /&gt;
| 4||20395||17916||897||110||6279||853||798||1178||947||135||27114||38311&lt;br /&gt;
|-&lt;br /&gt;
| 3||19533||19635||983||154||6015||1213||1298||1191||1216||180||26918||39168&lt;br /&gt;
|-&lt;br /&gt;
| 2||15484||16379||749||143||4744||1417||1445||1007||1231||172||20955||31863&lt;br /&gt;
|-&lt;br /&gt;
| 1||24230||29065||1438||332||6876||5334||4557||1563||3312||405||29478||53295&lt;br /&gt;
|-&lt;br /&gt;
| Total||105008||99538||5029||823||31922||9329||8715||6141||7607||1007||133973||204546&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.07||2.76||2.84||2.36||3.12||1.91||2.02||2.91||2.33||2.39||3.05||2.92&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus BC||5||17507||9396||654||53||8045||247||296||918||462||80||16148||26903&lt;br /&gt;
|-&lt;br /&gt;
| 4||6460||4771||268||25||2876||219||180||415||272||38||6938||11231&lt;br /&gt;
|-&lt;br /&gt;
| 3||6450||5410||276||25||2939||306||333||384||337||42||7218||11860&lt;br /&gt;
|-&lt;br /&gt;
| 2||2091||1944||104||18||965||138||146||138||128||17||2381||4035&lt;br /&gt;
|-&lt;br /&gt;
| 1||4382||4203||223||33||1969||494||442||323||393||30||4678||8585&lt;br /&gt;
|-&lt;br /&gt;
| Total||36890||25724||1525||154||16794||1404||1397||2178||1592||207||37363||62614&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.83||3.51||3.67||3.31||3.84||2.71||2.82||3.67||3.18||3.58||3.74||3.70&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chemistry||5||9090||4631||348||25||4372||153||104||486||204||35||7994||13721&lt;br /&gt;
|-&lt;br /&gt;
| 4||9620||6935||446||38||4151||316||207||572||322||53||10450||16555&lt;br /&gt;
|-&lt;br /&gt;
| 3||11583||9871||542||85||4371||569||432||823||552||97||13983||21454&lt;br /&gt;
|-&lt;br /&gt;
| 2||8607||8788||424||76||3034||689||499||599||559||99||11416||17395&lt;br /&gt;
|-&lt;br /&gt;
| 1||10549||13633||653||144||3535||2475||1701||945||1450||205||13074||24182&lt;br /&gt;
|-&lt;br /&gt;
| Total||49449||43858||2413||368||19463||4202||2943||3425||3087||489||56917||93307&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.55||2.76||2.25||3.14||1.81||1.82||2.72||2.12||2.21||2.80||2.77&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chinese Lang &amp;amp; Cultures||5||854||1118||77||.||1857||.||.||20||.||.||16||1972&lt;br /&gt;
|-&lt;br /&gt;
| 4||145||158||8||.||264||.||.||7||.||.||23||303&lt;br /&gt;
|-&lt;br /&gt;
| 3||65||48||11||.||76||3||.||3||.||.||19||113&lt;br /&gt;
|-&lt;br /&gt;
| 2||14||16||1||.||14||.||.||3||.||.||10||30&lt;br /&gt;
|-&lt;br /&gt;
| 1||17||25||.||.||18||2||.||1||.||.||16||42&lt;br /&gt;
|-&lt;br /&gt;
| Total||1095||1365||97||4||2229||5||4||34||3||.||84||2460&lt;br /&gt;
|-&lt;br /&gt;
| Mean||4.65||4.71||4.66||.||4.76||2.20||.||4.24||.||.||3.15||4.68&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science A||5||2386||396||51||6||717||25||25||102||51||12||1793||2782&lt;br /&gt;
|-&lt;br /&gt;
| 4||2810||491||81||8||782||56||60||124||91||14||2085||3301&lt;br /&gt;
|-&lt;br /&gt;
| 3||1726||375||48||12||485||46||51||73||61||12||1313||2101&lt;br /&gt;
|-&lt;br /&gt;
| 2||1119||261||25||6||296||41||43||59||50||11||849||1380&lt;br /&gt;
|-&lt;br /&gt;
| 1||3823||1142||144||22||1039||472||250||216||312||34||2476||4965&lt;br /&gt;
|-&lt;br /&gt;
| Total||11864||2665||349||54||3319||640||429||574||565||83||8516||14529&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.90||2.53||2.63||2.44||2.95||1.63||1.99||2.72||2.15||2.51||2.98||2.83&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science AB||5||1433||179||33||2||444||15||12||63||18||6||1019||1612&lt;br /&gt;
|-&lt;br /&gt;
| 4||831||129||10||2||247||10||17||31||14||3||626||960&lt;br /&gt;
|-&lt;br /&gt;
| 3||787||105||29||1||248||13||11||43||21||2||524||892&lt;br /&gt;
|-&lt;br /&gt;
| 2||401||53||18||2||128||10||3||16||14||2||261||454&lt;br /&gt;
|-&lt;br /&gt;
| 1||820||125||27||6||224||29||32||38||32||4||553||945&lt;br /&gt;
|-&lt;br /&gt;
| Total||4272||591||117||13||1291||77||75||191||99||17||2983||4863&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.39||3.31||3.03||2.38||3.43||2.64||2.65||3.34||2.72||3.29||3.43||3.38&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Macro||5||5037||2469||189||14||1819||68||111||278||189||20||4818||7506&lt;br /&gt;
|-&lt;br /&gt;
| 4||8373||5251||374||36||2698||279||303||495||505||47||8887||13624&lt;br /&gt;
|-&lt;br /&gt;
| 3||5234||4058||241||32||1644||313||360||341||409||44||5908||9292&lt;br /&gt;
|-&lt;br /&gt;
| 2||5146||4718||301||34||1617||402||542||364||529||75||6000||9864&lt;br /&gt;
|-&lt;br /&gt;
| 1||7212||9203||502||83||2015||1687||1746||586||1805||178||7813||16415&lt;br /&gt;
|-&lt;br /&gt;
| Total||31002||25699||1607||199||9793||2749||3062||2064||3437||364||33426||56701&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.50||2.66||2.32||3.07||1.78||1.85||2.77||2.05||2.05||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Micro||5||3697||1401||152||9||1261||44||49||193||78||10||3302||5098&lt;br /&gt;
|-&lt;br /&gt;
| 4||5791||3369||260||20||1871||177||175||340||249||32||6036||9160&lt;br /&gt;
|-&lt;br /&gt;
| 3||4012||3090||209||20||1242||226||209||264||249||47||4636||7102&lt;br /&gt;
|-&lt;br /&gt;
| 2||2654||2457||157||18||788||238||234||182||189||32||3273||5111&lt;br /&gt;
|-&lt;br /&gt;
| 1||3360||4115||247||26||950||960||635||266||619||132||3640||7475&lt;br /&gt;
|-&lt;br /&gt;
| Total||19514||14432||1025||93||6112||1645||1302||1245||1384||253||20887||33946&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.20||2.69||2.92||2.66||3.28||1.85||2.05||3.01||2.26||2.04||3.10||2.98&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lang &amp;amp; Composition||5||10163||15274||704||62||3680||402||333||1100||609||92||18455||25437&lt;br /&gt;
|-&lt;br /&gt;
| 4||19690||31194||1382||209||6156||1281||1189||2043||1592||231||36801||50884&lt;br /&gt;
|-&lt;br /&gt;
| 3||31986||55167||2391||476||9374||3941||3697||3206||3726||566||59776||87153&lt;br /&gt;
|-&lt;br /&gt;
| 2||29442||54801||2560||663||8342||7901||7949||3130||6296||804||46598||84243&lt;br /&gt;
|-&lt;br /&gt;
| 1||11540||18709||1035||300||2122||6162||4937||989||3997||342||10365||30249&lt;br /&gt;
|-&lt;br /&gt;
| Total||102821||175145||8072||1710||29674||19687||18105||10468||16220||2035||171995||277966&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.83||2.77||2.46||3.03||2.08||2.12||2.92||2.29||2.47||3.04||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lit &amp;amp; Composition||5||6482||13815||645||39||2628||264||237||871||365||72||15176||20297&lt;br /&gt;
|-&lt;br /&gt;
| 4||21394||39453||1737||213||6731||1413||1054||2151||1495||252||45801||60847&lt;br /&gt;
|-&lt;br /&gt;
| 3||35632||61469||2744||470||9489||4196||3090||3162||3487||644||69819||97101&lt;br /&gt;
|-&lt;br /&gt;
| 2||32099||56235||2574||651||8637||9177||6305||3068||5555||934||51433||88334&lt;br /&gt;
|-&lt;br /&gt;
| 1||10314||15424||855||254||2138||6879||3148||857||2974||357||8276||25738&lt;br /&gt;
|-&lt;br /&gt;
| Total||105921||186396||8555||1627||29623||21929||13834||10109||13876||2259||190505||292317&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.83||2.89||2.85||2.47||2.97||2.04||2.20||2.91||2.33||2.45||3.04||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Environmental Science||5||3313||2270||177||10||824||53||69||205||123||21||4101||5583&lt;br /&gt;
|-&lt;br /&gt;
| 4||6146||5798||365||36||1420||246||244||460||401||61||8711||11944&lt;br /&gt;
|-&lt;br /&gt;
| 3||4264||5029||285||35||1054||314||244||369||358||53||6581||9293&lt;br /&gt;
|-&lt;br /&gt;
| 2||3682||5421||300||50||973||416||323||336||479||61||6165||9103&lt;br /&gt;
|-&lt;br /&gt;
| 1||5464||10511||560||94||1593||1951||1072||644||1520||181||8360||15975&lt;br /&gt;
|-&lt;br /&gt;
| Total||22869||29029||1687||225||5864||2980||1952||2014||2881||377||33918||51898&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.45||2.58||2.19||2.81||1.67||1.93||2.63||2.00||2.15||2.82||2.65&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|European History||5||5633||4933||301||19||1662||109||120||425||262||29||7639||10566&lt;br /&gt;
|-&lt;br /&gt;
| 4||9106||8811||527||61||2481||304||275||753||508||78||12930||17917&lt;br /&gt;
|-&lt;br /&gt;
| 3||16137||18077||986||139||4169||939||881||1393||1098||181||24428||34214&lt;br /&gt;
|-&lt;br /&gt;
| 2||4661||6079||324||56||1271||438||408||401||455||74||7313||10740&lt;br /&gt;
|-&lt;br /&gt;
| 1||8737||13161||730||116||2377||1761||1557||927||1364||227||12839||21898&lt;br /&gt;
|-&lt;br /&gt;
| Total||44274||51061||2868||391||11960||3551||3241||3899||3687||589||65149||95335&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.73||2.77||2.52||2.98||2.03||2.07||2.83||2.42||2.33||2.93||2.84&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Language||5||701||1450||91||1||201||144||23||170||87||6||1428||2151&lt;br /&gt;
|-&lt;br /&gt;
| 4||884||2221||114||4||374||182||58||220||111||10||2032||3105&lt;br /&gt;
|-&lt;br /&gt;
| 3||1810||4237||193||10||783||302||180||298||273||7||4001||6047&lt;br /&gt;
|-&lt;br /&gt;
| 2||1161||2981||163||12||498||204||181||180||191||7||2706||4142&lt;br /&gt;
|-&lt;br /&gt;
| 1||1286||2924||134||12||466||300||329||188||308||25||2448||4210&lt;br /&gt;
|-&lt;br /&gt;
| Total||5842||13813||695||39||2322||1132||771||1056||970||55||12615||19655&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.73||2.81||2.23||2.72||2.70||2.05||3.00||2.46||2.36||2.78||2.74&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Literature||5||118||314||28||.||44||13||6||28||14||2||297||432&lt;br /&gt;
|-&lt;br /&gt;
| 4||114||319||16||.||53||23||4||24||11||2||300||433&lt;br /&gt;
|-&lt;br /&gt;
| 3||121||322||24||.||50||27||5||25||17||||294||443&lt;br /&gt;
|-&lt;br /&gt;
| 2||101||217||14||.||38||17||10||20||13||1||205||318&lt;br /&gt;
|-&lt;br /&gt;
| 1||85||166||7||.||24||17||3||12||20||1||167||251&lt;br /&gt;
|-&lt;br /&gt;
| Total||539||1338||89||1||209||97||28||109||75||6||1263||1877&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.15||3.30||3.49||.||3.26||2.98||3.00||3.33||2.81||3.50||3.28||3.25&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|German Language||5||464||510||39||2||48||18||1||44||13||1||808||974&lt;br /&gt;
|-&lt;br /&gt;
| 4||533||530||25||4||72||14||10||46||20||1||871||1063&lt;br /&gt;
|-&lt;br /&gt;
| 3||600||516||29||3||67||15||9||37||24||3||929||1116&lt;br /&gt;
|-&lt;br /&gt;
| 2||530||499||30||3||62||11||16||39||19||6||843||1029&lt;br /&gt;
|-&lt;br /&gt;
| 1||415||298||20||7||44||30||24||24||30||5||529||713&lt;br /&gt;
|-&lt;br /&gt;
| Total||2542||2353||143||19||293||88||60||190||106||16||3980||4895&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.19||3.23||2.53||3.06||2.76||2.13||3.25||2.69||2.19||3.15||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics Comp||5||1256||784||60||2||281||28||29||78||62||8||1492||2040&lt;br /&gt;
|-&lt;br /&gt;
| 4||1461||1057||92||11||340||47||50||106||77||11||1784||2518&lt;br /&gt;
|-&lt;br /&gt;
| 3||1488||1390||104||17||344||90||61||134||103||23||2002||2878&lt;br /&gt;
|-&lt;br /&gt;
| 2||1481||1456||85||10||322||156||81||148||127||17||1991||2937&lt;br /&gt;
|-&lt;br /&gt;
| 1||1072||1382||106||22||262||262||134||114||147||24||1383||2454&lt;br /&gt;
|-&lt;br /&gt;
| Total||6758||6069||447||62||1549||583||355||580||516||83||8652||12827&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.74||2.81||2.37||3.04||2.01||2.32||2.80||2.57||2.54||3.00||2.90&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics US||5||5392||4272||267||18||1341||127||138||359||186||25||7203||9664&lt;br /&gt;
|-&lt;br /&gt;
| 4||16375||13992||829||100||3901||580||624||1113||825||131||22264||30367&lt;br /&gt;
|-&lt;br /&gt;
| 3||21584||21509||1101||179||5304||1464||1385||1518||1544||242||30356||43093&lt;br /&gt;
|-&lt;br /&gt;
| 2||22468||28942||1483||279||6275||3227||3145||1925||2815||401||31860||51410&lt;br /&gt;
|-&lt;br /&gt;
| 1||9325||16487||757||160||2885||4032||3439||972||3194||304||10069||25812&lt;br /&gt;
|-&lt;br /&gt;
| Total||75144||85202||4437||736||19706||9430||8731||5887||8564||1103||101752||160346&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.81||2.54||2.63||2.37||2.72||1.89||1.96||2.65||2.07||2.25||2.85||2.67&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Human Geography||5||1765||1310||72||10||446||69||44||122||96||17||2199||3075&lt;br /&gt;
|-&lt;br /&gt;
| 4||2538||2491||145||16||639||184||89||187||228||22||3519||5029&lt;br /&gt;
|-&lt;br /&gt;
| 3||2929||3260||169||21||676||323||170||252||411||63||4104||6189&lt;br /&gt;
|-&lt;br /&gt;
| 2||2019||2627||140||24||448||386||210||176||350||60||2852||4646&lt;br /&gt;
|-&lt;br /&gt;
| 1||3614||5834||329||44||710||1843||645||385||949||196||4347||9448&lt;br /&gt;
|-&lt;br /&gt;
| Total||12865||15522||855||115||2919||2805||1158||1122||2034||358||17021||28387&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.41||2.40||2.34||2.88||1.66||1.86||2.54||2.10||1.89||2.79||2.56&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Italian Language||5||73||122||6||.||5||2||4||11||32||2||131||195&lt;br /&gt;
|-&lt;br /&gt;
| 4||61||127||8||.||2||2||9||8||41||1||117||188&lt;br /&gt;
|-&lt;br /&gt;
| 3||127||258||11||.||23||3||13||13||63||7||252||385&lt;br /&gt;
|-&lt;br /&gt;
| 2||114||214||12||.||16||5||7||12||41||5||230||328&lt;br /&gt;
|-&lt;br /&gt;
| 1||172||287||19||.||18||9||11||14||27||9||352||459&lt;br /&gt;
|-&lt;br /&gt;
| Total||547||1008||56||2||64||21||44||58||204||24||1082||1555&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.54||2.59||2.46||.||2.38||2.19||2.73||2.83||3.05||2.25||2.49||2.57&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Japanese Lang &amp;amp; Culture||5||210||226||18||.||351||1||||30||1||.||34||436&lt;br /&gt;
|-&lt;br /&gt;
| 4||63||66||6||.||79||1||1||5||2||.||34||129&lt;br /&gt;
|-&lt;br /&gt;
| 3||131||171||15||.||172||9||4||13||4||.||85||302&lt;br /&gt;
|-&lt;br /&gt;
| 2||68||79||4||.||67||7||1||13||1||.||54||147&lt;br /&gt;
|-&lt;br /&gt;
| 1||163||151||13||.||116||9||7||18||12||.||136||314&lt;br /&gt;
|-&lt;br /&gt;
| Total||635||693||56||1||785||27||13||79||20||4||343||1328&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.14||3.20||3.21||.||3.61||2.19||1.92||3.20||1.95||.||2.35||3.17&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Literature||5||239||265||18||1||92||10||3||22||7||2||349||504&lt;br /&gt;
|-&lt;br /&gt;
| 4||243||302||18||||83||17||3||27||3||1||393||545&lt;br /&gt;
|-&lt;br /&gt;
| 3||450||503||31||2||117||27||12||41||10||1||712||953&lt;br /&gt;
|-&lt;br /&gt;
| 2||276||332||23||3||60||21||11||22||7||.||461||608&lt;br /&gt;
|-&lt;br /&gt;
| 1||553||585||35||7||134||42||17||46||41||5||811||1138&lt;br /&gt;
|-&lt;br /&gt;
| Total||1761||1987||125||13||486||117||46||158||68||9||2726||3748&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.62||2.66||2.69||1.85||2.87||2.42||2.22||2.73||1.94||2.44||2.64||2.64&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Vergil||5||489||436||32||.||136||16||6||48||11||1||675||925&lt;br /&gt;
|-&lt;br /&gt;
| 4||512||393||36||4||109||15||6||42||12||4||677||905&lt;br /&gt;
|-&lt;br /&gt;
| 3||646||582||34||6||137||28||12||49||21||5||936||1228&lt;br /&gt;
|-&lt;br /&gt;
| 2||475||453||26||5||77||28||16||34||23||3||716||928&lt;br /&gt;
|-&lt;br /&gt;
| 1||449||471||40||8||66||32||26||28||22||1||697||920&lt;br /&gt;
|-&lt;br /&gt;
| Total||2571||2335||168||23||525||119||66||201||89||14||3701||4906&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.94||2.96||2.26||3.33||2.62||2.24||3.24||2.63||3.07||2.98||3.00&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Music Theory||5||1359||779||73||5||334||32||21||57||38||8||1570||2138&lt;br /&gt;
|-&lt;br /&gt;
| 4||1277||946||72||10||299||52||35||64||40||12||1639||2223&lt;br /&gt;
|-&lt;br /&gt;
| 3||1880||1482||86||20||380||102||67||104||126||32||2445||3362&lt;br /&gt;
|-&lt;br /&gt;
| 2||1886||1596||119||18||362||224||109||127||153||41||2329||3482&lt;br /&gt;
|-&lt;br /&gt;
| 1||1011||777||64||15||146||249||82||62||165||30||975||1788&lt;br /&gt;
|-&lt;br /&gt;
| Total||7413||5580||414||68||1521||659||314||414||522||123||8958||12993&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.88||2.93||2.59||3.21||2.08||2.38||2.82||2.30||2.41||3.06||2.96&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics B||5||6142||1856||203||20||2031||54||69||288||137||28||5168||7998&lt;br /&gt;
|-&lt;br /&gt;
| 4||6279||2507||235||27||1750||133||128||276||194||35||6008||8786&lt;br /&gt;
|-&lt;br /&gt;
| 3||9545||4884||406||42||2664||310||364||510||396||60||9677||14429&lt;br /&gt;
|-&lt;br /&gt;
| 2||6085||3896||257||43||1755||414||384||315||403||63||6347||9981&lt;br /&gt;
|-&lt;br /&gt;
| 1||6148||5293||340||74||1810||1137||1112||431||882||89||5566||11441&lt;br /&gt;
|-&lt;br /&gt;
| Total||34199||18436||1441||206||10010||2048||2057||1820||2012||275||32766||52635&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.55||2.79||2.40||3.04||1.81||1.86||2.82||2.16||2.45||2.97||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Elec &amp;amp; Magnet||5||2971||616||97||7||1107||28||23||120||59||5||2141||3587&lt;br /&gt;
|-&lt;br /&gt;
| 4||2143||622||70||13||755||40||31||101||59||9||1687||2765&lt;br /&gt;
|-&lt;br /&gt;
| 3||987||332||28||3||351||32||29||37||22||6||811||1319&lt;br /&gt;
|-&lt;br /&gt;
| 2||1339||503||61||5||425||47||34||56||48||8||1158||1842&lt;br /&gt;
|-&lt;br /&gt;
| 1||918||357||39||3||306||40||40||47||64||5||731||1275&lt;br /&gt;
|-&lt;br /&gt;
| Total||8358||2430||295||31||2944||187||157||361||252||33||6528||10788&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.59||3.26||3.42||3.52||3.66||2.83||2.76||3.53||3.00||3.03||3.51||3.51&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Mechanics||5||5252||1252||166||16||1894||45||52||207||107||18||3999||6504&lt;br /&gt;
|-&lt;br /&gt;
| 4||4847||1634||188||12||1490||74||76||218||138||26||4259||6481&lt;br /&gt;
|-&lt;br /&gt;
| 3||3789||1381||137||26||1034||106||102||157||134||19||3455||5170&lt;br /&gt;
|-&lt;br /&gt;
| 2||2478||1163||93||24||703||119||97||108||144||23||2330||3641&lt;br /&gt;
|-&lt;br /&gt;
| 1||2328||1430||109||20||771||270||230||136||226||25||1971||3758&lt;br /&gt;
|-&lt;br /&gt;
| Total||18694||6860||693||98||5892||614||557||826||749||111||16014||25554&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.44||3.02||3.30||2.80||3.51||2.19||2.32||3.31||2.67||2.90||3.37||3.33&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Psychology||5||7439||13750||589||59||3260||384||233||783||575||101||15205||21189&lt;br /&gt;
|-&lt;br /&gt;
| 4||10963||18770||844||125||3776||1064||545||1127||1110||184||20958||29733&lt;br /&gt;
|-&lt;br /&gt;
| 3||8488||14926||656||117||2645||1212||597||847||1008||183||16149||23414&lt;br /&gt;
|-&lt;br /&gt;
| 2||5378||10244||466||77||1664||1196||548||568||839||138||10126||15622&lt;br /&gt;
|-&lt;br /&gt;
| 1||7682||15958||818||124||2521||3665||1469||945||2098||283||11717||23640&lt;br /&gt;
|-&lt;br /&gt;
| Total||39950||73648||3373||502||13866||7521||3392||4270||5630||889||74155||113598&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.13||3.06||2.98||2.84||3.26||2.11||2.27||3.06||2.51||2.64||3.24||3.08&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Language||5||6585||13170||529||6||809||91||7237||416||6845||356||3466||19755&lt;br /&gt;
|-&lt;br /&gt;
| 4||8649||16516||790||22||1334||228||8890||543||6575||461||6322||25165&lt;br /&gt;
|-&lt;br /&gt;
| 3||6886||12473||598||32||1211||314||6239||468||4108||331||6058||19359&lt;br /&gt;
|-&lt;br /&gt;
| 2||6435||11365||580||43||1327||458||4785||483||3121||303||6700||17800&lt;br /&gt;
|-&lt;br /&gt;
| 1||7121||10879||642||56||1388||1210||3488||549||2397||274||7996||18000&lt;br /&gt;
|-&lt;br /&gt;
| Total||35676||64403||3139||159||6069||2301||30639||2459||23046||1725||30542||100079&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.03||3.15||2.99||2.24||2.81||1.93||3.38||2.92||3.54||3.19||2.69||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Literature||5||452||1057||47||1||78||9||413||40||536||17||368||1509&lt;br /&gt;
|-&lt;br /&gt;
| 4||946||2324||104||1||148||24||1283||65||1024||41||580||3270&lt;br /&gt;
|-&lt;br /&gt;
| 3||1309||2812||95||1||111||30||1929||69||1355||48||483||4121&lt;br /&gt;
|-&lt;br /&gt;
| 2||742||1520||57||2||48||17||1114||28||751||32||213||2262&lt;br /&gt;
|-&lt;br /&gt;
| 1||1415||2173||149||3||49||56||1676||53||1177||84||341||3588&lt;br /&gt;
|-&lt;br /&gt;
| Total||4864||9886||452||8||434||136||6415||255||4843||222||1985||14750&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.65||2.86||2.65||2.38||3.36||2.36||2.63||3.04||2.79||2.44||3.21||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Statistics||5||7099||4232||264||16||2675||92||98||342||152||31||7661||11331&lt;br /&gt;
|-&lt;br /&gt;
| 4||11470||9124||505||65||3697||335||265||583||445||67||14632||20594&lt;br /&gt;
|-&lt;br /&gt;
| 3||11984||12499||606||95||3668||645||520||751||697||97||17404||24483&lt;br /&gt;
|-&lt;br /&gt;
| 2||7526||9005||501||74||2228||748||543||529||640||100||11168||16531&lt;br /&gt;
|-&lt;br /&gt;
| 1||9864||13479||741||123||3142||2776||1516||833||1518||239||12455||23343&lt;br /&gt;
|-&lt;br /&gt;
| Total||47943||48339||2617||373||15410||4596||2942||3038||3452||534||63320||96282&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.97||2.62||2.64||2.40||3.03||1.74||1.94||2.69||2.15||2.16||2.90||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 2-D Design||5||471||959||41||8||172||41||30||57||66||11||1004||1430&lt;br /&gt;
|-&lt;br /&gt;
| 4||755||2012||110||10||275||95||82||104||149||16||1926||2767&lt;br /&gt;
|-&lt;br /&gt;
| 3||1267||3258||156||28||390||198||177||164||236||38||3138||4525&lt;br /&gt;
|-&lt;br /&gt;
| 2||1037||2526||146||32||271||215||164||154||208||37||2336||3563&lt;br /&gt;
|-&lt;br /&gt;
| 1||261||440||23||4||36||84||63||28||64||16||383||701&lt;br /&gt;
|-&lt;br /&gt;
| Total||3791||9195||476||82||1144||633||516||507||723||118||8787||12986&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.06||3.00||2.83||3.24||2.67||2.71||3.02||2.92||2.74||3.09||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 3-D Design||5||93||123||6||||14||7||9||3||10||2||165||216&lt;br /&gt;
|-&lt;br /&gt;
| 4||124||191||13||2||27||18||17||11||24||1||202||315&lt;br /&gt;
|-&lt;br /&gt;
| 3||304||615||37||7||69||34||44||50||58||3||617||919&lt;br /&gt;
|-&lt;br /&gt;
| 2||223||437||25||6||51||41||41||33||42||6||415||660&lt;br /&gt;
|-&lt;br /&gt;
| 1||68||103||1||1||18||22||14||10||15||||90||171&lt;br /&gt;
|-&lt;br /&gt;
| Total||812||1469||82||16||179||122||125||107||149||12||1489||2281&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.94||2.86||2.98||2.63||2.82||2.57||2.73||2.66||2.81||2.92||2.96||2.89&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art Drawing||5||424||1184||57||4||312||55||38||57||80||10||995||1608&lt;br /&gt;
|-&lt;br /&gt;
| 4||614||1762||73||10||350||87||94||84||128||21||1529||2376&lt;br /&gt;
|-&lt;br /&gt;
| 3||1407||3490||162||22||589||214||220||210||287||37||3156||4897&lt;br /&gt;
|-&lt;br /&gt;
| 2||1049||2362||144||23||315||257||234||150||201||31||2056||3411&lt;br /&gt;
|-&lt;br /&gt;
| 1||348||436||36||7||52||157||72||32||69||12||347||784&lt;br /&gt;
|-&lt;br /&gt;
| Total||3842||9234||472||66||1618||770||658||533||765||111||8083||13076&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.93||3.10||2.94||2.71||3.34||2.51||2.68||2.97||2.93||2.87||3.10||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|US History||5||19202||17597||1057||80||6010||611||524||1529||871||134||25983||36799&lt;br /&gt;
|-&lt;br /&gt;
| 4||32938||32925||1773||243||8289||1704||1493||2647||1752||315||47647||65863&lt;br /&gt;
|-&lt;br /&gt;
| 3||34953||38735||1968||339||7943||2938||2524||2697||2539||393||52347||73688&lt;br /&gt;
|-&lt;br /&gt;
| 2||37502||49139||2430||545||8607||5536||5110||3099||4078||650||56586||86641&lt;br /&gt;
|-&lt;br /&gt;
| 1||25869||42321||2118||540||6089||10268||8330||2446||6283||844||31272||68190&lt;br /&gt;
|-&lt;br /&gt;
| Total||150464||180717||9346||1747||36938||21057||17981||12418||15523||2336||213835||331181&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.64||2.70||2.30||2.99||1.90||1.93||2.82||2.15||2.25||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|World History||5||6296||4926||260||31||1921||244||168||526||299||51||7722||11222&lt;br /&gt;
|-&lt;br /&gt;
| 4||8766||8188||402||70||2570||591||451||726||577||84||11483||16954&lt;br /&gt;
|-&lt;br /&gt;
| 3||12593||13777||696||130||3841||1357||1067||1079||1301||215||16684||26370&lt;br /&gt;
|-&lt;br /&gt;
| 2||10102||14503||690||131||3166||1990||1754||1058||1714||249||13853||24605&lt;br /&gt;
|-&lt;br /&gt;
| 1||7472||14396||743||128||1951||3754||2939||807||2727||344||8475||21868&lt;br /&gt;
|-&lt;br /&gt;
| Total||45229||55790||2791||490||13449||7936||6379||4196||6618||943||58217||101019&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.55||2.55||2.48||2.95||1.94||1.93||2.79||2.09||2.20||2.93||2.71&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;6&amp;quot;|Number of Students at Each Grade Level||9/10||101538||124905||5760||935||30886||14085||17858||9133||15675||1879||130232||226443&lt;br /&gt;
|-&lt;br /&gt;
| 11||232003||309833||12672||2918||60620||34079||36140||19844||32393||4088||339082||541836&lt;br /&gt;
|-&lt;br /&gt;
| 12||263655||340942||13422||2986||66847||40389||31527||19353||32595||4974||392504||604597&lt;br /&gt;
|-&lt;br /&gt;
| &amp;lt;9||1198||1941||45||2||61||16||2041||44||762||5||163||3139&lt;br /&gt;
|-&lt;br /&gt;
| Not HS||25269||30885||9347||243||4091||4005||3941||1894||3949||496||28188||56154&lt;br /&gt;
|-&lt;br /&gt;
| Total||623663||808506||41246||7084||162505||92574||91507||50268||85374||11442||890169||1432169&lt;br /&gt;
|}&lt;br /&gt;
&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution (Log Transformation)===&lt;br /&gt;
&lt;br /&gt;
The table below is a transformation of the 2007 USA AP Exam Score Distribution table above. The style of the table was reformatted and the data was changed by adding 1 to the numbers and then taking a logarithm of result (&amp;lt;math&amp;gt;log_{10}(data+1)&amp;lt;/math&amp;gt;). Also, the missing data present in the previous table have been substituted with zeroes.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| '''Examination_Grade'''||'''Discipline'''||'''Gender'''||'''Not_Stated'''||'''American_Indian'''||'''Asian'''||'''Black'''||'''Mexican_American'''||'''Other'''||'''Other_Hispanic'''||'''Puerto_Rican'''||'''White'''||'''Total'''&lt;br /&gt;
|-&lt;br /&gt;
|5||Art_History||Male||1.4472||0||2.1206||0.7782||1.301||1.5441||1.4314||0.7782||2.6848||2.8639&lt;br /&gt;
|-&lt;br /&gt;
|4||Art_History||Male||1.6812||0.7782||2.3909||1.3617||1.7559||1.8808||1.9395||0.8451||2.9222||3.1392&lt;br /&gt;
|-&lt;br /&gt;
|3||Art_History||Male||1.8633||0.9542||2.4281||1.6021||1.9085||1.9638||2.0755||1||2.9689||3.2082&lt;br /&gt;
|-&lt;br /&gt;
|2||Art_History||Male||1.5682||0.4771||2.3201||1.7076||1.8921||1.716||2.0569||1.1461||2.7723||3.0577&lt;br /&gt;
|-&lt;br /&gt;
|1||Art_History||Male||1.8692||0.699||2.3054||1.959||2.1239||1.7324||2.1847||1.2553||2.7597||3.1129&lt;br /&gt;
|-&lt;br /&gt;
|5||Biology||Male||2.5717||1.415||3.5492||2.2148||2.2923||2.7672||2.4843||1.7324||3.9233||4.1341&lt;br /&gt;
|-&lt;br /&gt;
|4||Biology||Male||2.5798||1.699||3.4252||2.4914||2.4409||2.7459||2.5729||1.7634||3.9226||4.1148&lt;br /&gt;
|-&lt;br /&gt;
|3||Biology||Male||2.5587||1.8261||3.3387||2.6138||2.6117||2.6998||2.6355||1.9345||3.9179||4.1044&lt;br /&gt;
|-&lt;br /&gt;
|2||Biology||Male||2.6117||1.8865||3.2929||2.8215||2.8319||2.6721||2.7649||2.0645||3.8668||4.0903&lt;br /&gt;
|-&lt;br /&gt;
|1||Biology||Male||2.4669||1.7324||3.0386||3.0149||2.8585||2.4871||2.7889||1.9191||3.4998||3.8666&lt;br /&gt;
|-&lt;br /&gt;
|5||Calculus_AB||Male||2.7789||1.8261||3.6518||2.4502||2.6232||2.8439||2.7474||1.8976||4.2597||4.4043&lt;br /&gt;
|-&lt;br /&gt;
|4||Calculus_AB||Male||2.7101||1.8129||3.5053||2.6375||2.6637||2.7657||2.7185||1.8633||4.1629||4.3095&lt;br /&gt;
|-&lt;br /&gt;
|3||Calculus_AB||Male||2.7143||1.8921||3.4544||2.7267||2.8531||2.7574||2.8082||1.9731||4.1317||4.2908&lt;br /&gt;
|-&lt;br /&gt;
|2||Calculus_AB||Male||2.5843||1.9085||3.3537||2.7482||2.8633||2.6812||2.7767||1.8865||4.0139||4.1899&lt;br /&gt;
|-&lt;br /&gt;
|1||Calculus_AB||Male||2.8494||2.1703||3.5037||3.2938||3.3058||2.8306||3.1486||2.3032||4.1436||4.3844&lt;br /&gt;
|-&lt;br /&gt;
|5||Calculus_BC||Male||2.6314||1.6021||3.6902||2.1732||2.3263||2.7551||2.5211||1.7634||4.0345||4.2432&lt;br /&gt;
|-&lt;br /&gt;
|4||Calculus_BC||Male||2.1847||1.301||3.1872||2.0607||2.0607||2.3856||2.2625||1.3979||3.6102||3.8103&lt;br /&gt;
|-&lt;br /&gt;
|3||Calculus_BC||Male||2.2253||1.2304||3.187||2.1847||2.3054||2.3502||2.2989||1.3222||3.5952||3.8096&lt;br /&gt;
|-&lt;br /&gt;
|2||Calculus_BC||Male||1.7559||1.1139||2.6785||1.8129||1.9395||1.8062||1.8261||1||3.1004||3.3206&lt;br /&gt;
|-&lt;br /&gt;
|1||Calculus_BC||Male||2.0682||1.2041||3.006||2.3096||2.3541||2.1959||2.3075||1.3222||3.3861||3.6418&lt;br /&gt;
|-&lt;br /&gt;
|5||Chemistry||Male||2.3483||1.2041||3.4203||1.9868||1.8513||2.525||2.1367||1.3222||3.7456||3.9586&lt;br /&gt;
|-&lt;br /&gt;
|4||Chemistry||Male||2.4393||1.415||3.3506||2.2201||2.1584||2.5198||2.2945||1.5441||3.7933||3.9832&lt;br /&gt;
|-&lt;br /&gt;
|3||Chemistry||Male||2.4548||1.7324||3.3418||2.4281||2.3997||2.6212||2.4728||1.7243||3.8904||4.0639&lt;br /&gt;
|-&lt;br /&gt;
|2||Chemistry||Male||2.3424||1.6532||3.1647||2.4298||2.4048||2.444||2.4281||1.716||3.7611||3.9349&lt;br /&gt;
|-&lt;br /&gt;
|1||Chemistry||Male||2.4955||1.8388||3.2014||2.9581||2.8965||2.6085||2.7875||1.9138||3.7626||4.0233&lt;br /&gt;
|-&lt;br /&gt;
|5||Chinese_Lang._&amp;amp;_Cultures||Male||1.6628||0||2.8976||0||0||0.9542||0||0||1.1139||2.932&lt;br /&gt;
|-&lt;br /&gt;
|4||Chinese_Lang._&amp;amp;_Cultures||Male||0.699||0||2.1106||0||0||0.6021||0||0||1.0414||2.1644&lt;br /&gt;
|-&lt;br /&gt;
|3||Chinese_Lang._&amp;amp;_Cultures||Male||0.699||0||1.6628||0||0||0.4771||0||0||1.1139||1.8195&lt;br /&gt;
|-&lt;br /&gt;
|2||Chinese_Lang._&amp;amp;_Cultures||Male||0.301||0||0.9031||0||0||0.4771||0||0||0.6021||1.1761&lt;br /&gt;
|-&lt;br /&gt;
|1||Chinese_Lang._&amp;amp;_Cultures||Male||0||0||0.9542||0||0||0.301||0||0||0.9031||1.2553&lt;br /&gt;
|-&lt;br /&gt;
|5||Computer_Science_A||Male||1.6532||0.699||2.7497||1.3617||1.3617||1.9494||1.6532||1.1139||3.2014||3.3779&lt;br /&gt;
|-&lt;br /&gt;
|4||Computer_Science_A||Male||1.8751||0.8451||2.7745||1.6812||1.7404||2.0374||1.8865||1.1461||3.2646||3.4489&lt;br /&gt;
|-&lt;br /&gt;
|3||Computer_Science_A||Male||1.6232||1.1139||2.5587||1.5315||1.6232||1.7993||1.6902||1||3.0492||3.2373&lt;br /&gt;
|-&lt;br /&gt;
|2||Computer_Science_A||Male||1.3617||0.7782||2.3243||1.5051||1.4472||1.6628||1.6232||1||2.8633||3.0492&lt;br /&gt;
|-&lt;br /&gt;
|1||Computer_Science_A||Male||2.017||1.301||2.8745||2.4843||2.2553||2.2068||2.3522||1.4624||3.3137||3.5825&lt;br /&gt;
|-&lt;br /&gt;
|5||Computer_Science_AB||Male||1.4771||0.4771||2.5705||1.1461||1.0792||1.7243||1.1761||0.8451||2.9713||3.1565&lt;br /&gt;
|-&lt;br /&gt;
|4||Computer_Science_AB||Male||1||0.4771||2.301||0.9542||1.1761||1.4314||1.0414||0.6021||2.749||2.9201&lt;br /&gt;
|-&lt;br /&gt;
|3||Computer_Science_AB||Male||1.4624||0.301||2.301||1.0792||1||1.5798||1.2788||0.4771||2.6839||2.8965&lt;br /&gt;
|-&lt;br /&gt;
|2||Computer_Science_AB||Male||1.1761||0.4771||2.0374||1||0.4771||1.1761||1.0792||0.301||2.382||2.6042&lt;br /&gt;
|-&lt;br /&gt;
|1||Computer_Science_AB||Male||1.415||0.7782||2.2529||1.415||1.4472||1.5315||1.4624||0.6021||2.6964||2.9143&lt;br /&gt;
|-&lt;br /&gt;
|5||Economics_Macro||Male||2.1206||1.0414||3.0374||1.6628||1.8976||2.2648||2.143||1.1139||3.5253||3.7023&lt;br /&gt;
|-&lt;br /&gt;
|4||Economics_Macro||Male||2.3655||1.4624||3.1928||2.1492||2.2405||2.4669||2.5011||1.5185||3.7485||3.9229&lt;br /&gt;
|-&lt;br /&gt;
|3||Economics_Macro||Male||2.1335||1.3222||2.9294||2.1614||2.3263||2.2765||2.3927||1.2788||3.5345||3.7189&lt;br /&gt;
|-&lt;br /&gt;
|2||Economics_Macro||Male||2.2175||1.2788||2.9206||2.281||2.4346||2.2788||2.4216||1.5441||3.5032||3.7116&lt;br /&gt;
|-&lt;br /&gt;
|1||Economics_Macro||Male||2.3802||1.6335||2.9736||2.7945||2.8779||2.4048||2.8457||1.9294||3.5538||3.8581&lt;br /&gt;
|-&lt;br /&gt;
|5||Economics_Micro||Male||2.0374||1||2.9149||1.4771||1.6021||2.1703||1.7924||0.9031||3.3939||3.568&lt;br /&gt;
|-&lt;br /&gt;
|4||Economics_Micro||Male||2.2095||1.2304||3.0358||1.9731||2.0453||2.3304||2.233||1.3222||3.5937||3.7628&lt;br /&gt;
|-&lt;br /&gt;
|3||Economics_Micro||Male||2.1038||1.0792||2.8055||2.0453||2.0492||2.1492||2.2175||1.3979||3.4296||3.6035&lt;br /&gt;
|-&lt;br /&gt;
|2||Economics_Micro||Male||1.9243||1||2.6053||2.0645||2.0492||1.9685||2.0086||1.2041||3.2373||3.4241&lt;br /&gt;
|-&lt;br /&gt;
|1||Economics_Micro||Male||2.0828||0.9542||2.6415||2.5563||2.4564||2.1004||2.4533||1.7853||3.2263||3.5265&lt;br /&gt;
|-&lt;br /&gt;
|5||English_Lang._&amp;amp;_Composition||Male||2.4843||1.415||3.1937||2.1673||2.1206||2.6138||2.3692||1.5563||3.8645||4.0071&lt;br /&gt;
|-&lt;br /&gt;
|4||English_Lang._&amp;amp;_Composition||Male||2.7551||1.9294||3.4082||2.6314||2.6875||2.8698||2.7716||1.8976||4.151||4.2943&lt;br /&gt;
|-&lt;br /&gt;
|3||English_Lang._&amp;amp;_Composition||Male||2.9489||2.2201||3.5788||3.0774||3.1414||3.0671||3.1166||2.3365||4.34||4.505&lt;br /&gt;
|-&lt;br /&gt;
|2||English_Lang._&amp;amp;_Composition||Male||2.9991||2.382||3.5224||3.3518||3.44||3.0237||3.3134||2.4456||4.2171||4.469&lt;br /&gt;
|-&lt;br /&gt;
|1||English_Lang._&amp;amp;_Composition||Male||2.6345||2.0607||2.9595||3.2914||3.2867||2.5694||3.1367||2.1614||3.635||4.0622&lt;br /&gt;
|-&lt;br /&gt;
|5||English_Lit._&amp;amp;_Composition||Male||2.3263||1.1139||2.917||1.7782||1.8573||2.4393||2.0334||1.2788||3.6907||3.8118&lt;br /&gt;
|-&lt;br /&gt;
|4||English_Lit._&amp;amp;_Composition||Male||2.8007||1.9395||3.4113||2.5717||2.549||2.8506||2.7243||1.9685||4.2054||4.3303&lt;br /&gt;
|-&lt;br /&gt;
|3||English_Lit._&amp;amp;_Composition||Male||3.0278||2.2253||3.5807||3.0759||3.0473||3.0531||3.1041||2.3784||4.4091||4.5519&lt;br /&gt;
|-&lt;br /&gt;
|2||English_Lit._&amp;amp;_Composition||Male||3.0103||2.3404||3.5505||3.405||3.3581||3.0318||3.2721||2.4843||4.2842||4.5065&lt;br /&gt;
|-&lt;br /&gt;
|1||English_Lit._&amp;amp;_Composition||Male||2.5999||1.9912||3.0082||3.3533||3.1011||2.5428||3.0338||2.1335||3.571||4.0135&lt;br /&gt;
|-&lt;br /&gt;
|5||Environmental_Science||Male||2||0.9031||2.6848||1.5563||1.6721||2.0607||1.8921||1.1761||3.3872||3.5204&lt;br /&gt;
|-&lt;br /&gt;
|4||Environmental_Science||Male||2.2833||1.2041||2.8645||2.0864||2.1523||2.3444||2.356||1.5315||3.6502||3.7887&lt;br /&gt;
|-&lt;br /&gt;
|3||Environmental_Science||Male||2.1239||1.2788||2.7076||2.1761||2.0682||2.238||2.2788||1.3617||3.471||3.6299&lt;br /&gt;
|-&lt;br /&gt;
|2||Environmental_Science||Male||2.1523||1.2788||2.6232||2.2405||2.1367||2.1553||2.3243||1.415||3.3836||3.5662&lt;br /&gt;
|-&lt;br /&gt;
|1||Environmental_Science||Male||2.3444||1.5563||2.781||2.8162||2.5611||2.3324||2.6955||1.7782||3.4506||3.7376&lt;br /&gt;
|-&lt;br /&gt;
|5||European_History||Male||2.2304||1.1139||2.9263||1.716||1.8062||2.3284||2.1614||1.3424||3.6148||3.7508&lt;br /&gt;
|-&lt;br /&gt;
|4||European_History||Male||2.4378||1.5798||3.0906||2.0864||2.1335||2.5575||2.3962||1.5798||3.8238||3.9594&lt;br /&gt;
|-&lt;br /&gt;
|3||European_History||Male||2.6684||1.8751||3.2828||2.5658||2.6274||2.7709||2.6693||1.9138||4.0703||4.2078&lt;br /&gt;
|-&lt;br /&gt;
|2||European_History||Male||2.1818||1.415||2.734||2.1987||2.238||2.2455||2.2648||1.4771||3.5091||3.6686&lt;br /&gt;
|-&lt;br /&gt;
|1||European_History||Male||2.4771||1.6902||2.9768||2.7846||2.7752||2.5011||2.7275||1.9638||3.7244||3.9414&lt;br /&gt;
|-&lt;br /&gt;
|5||French:_Language||Male||1.5315||0.301||1.8325||1.7324||0.9031||1.7076||1.301||0.301||2.673||2.8463&lt;br /&gt;
|-&lt;br /&gt;
|4||French:_Language||Male||1.4314||0.4771||2.0043||1.8865||1.3222||1.7993||1.3802||0.4771||2.7589||2.9469&lt;br /&gt;
|-&lt;br /&gt;
|3||French:_Language||Male||1.7853||0.6021||2.4099||2.0645||1.7993||1.9777||1.8808||0.4771||3.0584||3.2579&lt;br /&gt;
|-&lt;br /&gt;
|2||French:_Language||Male||1.7404||0.9031||2.1875||1.7853||1.7559||1.6628||1.7243||0.301||2.8657||3.0652&lt;br /&gt;
|-&lt;br /&gt;
|1||French:_Language||Male||1.6902||0.7782||2.2014||1.9542||1.9731||1.7076||2||0.9542||2.8675||3.1096&lt;br /&gt;
|-&lt;br /&gt;
|5||French:_Literature||Male||0.8451||0||1.2041||0.699||0.699||0.8451||0.7782||0||1.8921||2.0755&lt;br /&gt;
|-&lt;br /&gt;
|4||French:_Literature||Male||0.7782||0||1.0414||0.8451||0.4771||1||0.699||0||1.8921||2.0607&lt;br /&gt;
|-&lt;br /&gt;
|3||French:_Literature||Male||1.0792||0||1.1139||0.8451||0.4771||0.7782||1||0||1.8808||2.0864&lt;br /&gt;
|-&lt;br /&gt;
|2||French:_Literature||Male||0.9031||0||1.1461||1||0.7782||0.699||0.6021||0||1.7782||2.0086&lt;br /&gt;
|-&lt;br /&gt;
|1||French:_Literature||Male||0.301||0||0.8451||0.9031||0.301||0.9542||1||0||1.7324||1.9345&lt;br /&gt;
|-&lt;br /&gt;
|5||German:_Language||Male||1.2788||0.301||1.3617||0.8451||0.301||1.3979||0.9031||0.301||2.5855||2.6675&lt;br /&gt;
|-&lt;br /&gt;
|4||German:_Language||Male||1.0792||0.4771||1.6232||0.7782||0.9031||1.3617||0.9031||0||2.6425||2.7275&lt;br /&gt;
|-&lt;br /&gt;
|3||German:_Language||Male||1.2788||0.4771||1.5563||0.699||0.7782||1.3424||1||0||2.705||2.7789&lt;br /&gt;
|-&lt;br /&gt;
|2||German:_Language||Male||1.1761||0.4771||1.5441||0.8451||0.699||1.2304||1.0792||0.699||2.6435||2.7251&lt;br /&gt;
|-&lt;br /&gt;
|1||German:_Language||Male||1.0792||0.8451||1.4914||1.1139||1.1761||1.1461||1.2041||0.6021||2.4942||2.6191&lt;br /&gt;
|-&lt;br /&gt;
|5||Government_Politics_Comp.||Male||1.6232||0.4771||2.2201||1.2553||1.301||1.7243||1.5798||0.699||2.9638||3.0993&lt;br /&gt;
|-&lt;br /&gt;
|4||Government_Politics_Comp.||Male||1.7324||0.8451||2.2455||1.3802||1.4771||1.8129||1.6532||0.9031||3.0257||3.1649&lt;br /&gt;
|-&lt;br /&gt;
|3||Government_Politics_Comp.||Male||1.7324||0.9031||2.2304||1.5911||1.5682||1.8692||1.6721||1.1461||3.0228||3.1729&lt;br /&gt;
|-&lt;br /&gt;
|2||Government_Politics_Comp.||Male||1.6902||0.7782||2.2122||1.7853||1.5682||1.7782||1.7482||1||3.0204||3.1708&lt;br /&gt;
|-&lt;br /&gt;
|1||Government_Politics_Comp.||Male||1.6902||1||2.0864||1.9823||1.7709||1.6532||1.699||1.0414||2.8055||3.0306&lt;br /&gt;
|-&lt;br /&gt;
|5||Government_Politics_U.S.||Male||2.1959||1.1139||2.8451||1.8195||1.9138||2.2967||1.9191||1.2304||3.6112||3.7318&lt;br /&gt;
|-&lt;br /&gt;
|4||Government_Politics_U.S.||Male||2.6794||1.7709||3.3069||2.3838||2.5328||2.7664||2.6758||1.8633||4.083||4.2142&lt;br /&gt;
|-&lt;br /&gt;
|3||Government_Politics_U.S.||Male||2.7634||1.9494||3.4231||2.7993||2.8603||2.8388||2.8915||2.0492||4.1858||4.3342&lt;br /&gt;
|-&lt;br /&gt;
|2||Government_Politics_U.S.||Male||2.8457||2.1173||3.4625||3.081||3.1452||2.8932||3.0842||2.1959||4.1458||4.3516&lt;br /&gt;
|-&lt;br /&gt;
|1||Government_Politics_U.S.||Male||2.4969||1.7559||3.0663||3.1119||3.1007||2.5366||3.0488||2.0569||3.5642||3.9697&lt;br /&gt;
|-&lt;br /&gt;
|5||Human_Geography||Male||1.6532||0.9542||2.4281||1.4472||1.3979||1.8513||1.7482||1||3.1011||3.247&lt;br /&gt;
|-&lt;br /&gt;
|4||Human_Geography||Male||1.8865||0.9542||2.4928||1.8633||1.7243||1.9777||2.0969||1.1461||3.2529||3.4047&lt;br /&gt;
|-&lt;br /&gt;
|3||Human_Geography||Male||1.9494||1.0414||2.4983||2.1461||1.9494||2.0569||2.2989||1.415||3.2911||3.4669&lt;br /&gt;
|-&lt;br /&gt;
|2||Human_Geography||Male||1.8388||0.9031||2.316||2.2041||1.9956||1.8062||2.1903||1.5185||3.091||3.3054&lt;br /&gt;
|-&lt;br /&gt;
|1||Human_Geography||Male||2.1335||1.301||2.4713||2.8426||2.3945||2.1271||2.5763||1.8513||3.2162||3.5581&lt;br /&gt;
|-&lt;br /&gt;
|5||Italian_Language||Male||0.6021||0||0.301||0.301||0.301||0.8451||0.8451||0||1.7324||1.8692&lt;br /&gt;
|-&lt;br /&gt;
|4||Italian_Language||Male||0.6021||0||0.301||0||0.4771||0.7782||1.0792||0||1.6021||1.7924&lt;br /&gt;
|-&lt;br /&gt;
|3||Italian_Language||Male||0.699||0||0.9031||0.301||0.7782||0.699||1.1461||0.4771||1.9638||2.1072&lt;br /&gt;
|-&lt;br /&gt;
|2||Italian_Language||Male||0.301||0||0.9542||0.4771||0.301||0.699||1.1139||0.6021||1.9243||2.0607&lt;br /&gt;
|-&lt;br /&gt;
|1||Italian_Language||Male||0.6021||0||0.9031||0.6021||0.6021||0.7782||1.1461||0.4771||2.1367||2.238&lt;br /&gt;
|-&lt;br /&gt;
|5||Japanese_Lang._&amp;amp;_Culture||Male||1.1139||0||2.2227||0.301||0||1.2041||0.301||0||1.2041||2.3243&lt;br /&gt;
|-&lt;br /&gt;
|4||Japanese_Lang._&amp;amp;_Culture||Male||0.699||0||1.5563||0.301||0||0.6021||0.301||0||1.301||1.8062&lt;br /&gt;
|-&lt;br /&gt;
|3||Japanese_Lang._&amp;amp;_Culture||Male||0.9031||0||1.8261||0.699||0.4771||0.699||0.301||0||1.6812||2.1206&lt;br /&gt;
|-&lt;br /&gt;
|2||Japanese_Lang._&amp;amp;_Culture||Male||0.4771||0||1.4914||0.6021||0||0.8451||0.301||0||1.4314||1.8388&lt;br /&gt;
|-&lt;br /&gt;
|1||Japanese_Lang._&amp;amp;_Culture||Male||1||0||1.6812||0.8451||0.7782||1.0792||0.9031||0||1.8865||2.2148&lt;br /&gt;
|-&lt;br /&gt;
|5||Latin:_Literature||Male||1.0414||0||1.6812||0.301||0.301||1||0.6021||0.301||2.2253||2.3802&lt;br /&gt;
|-&lt;br /&gt;
|4||Latin:_Literature||Male||1||0||1.5315||0.8451||0.4771||1.1461||0.301||0||2.2553||2.3874&lt;br /&gt;
|-&lt;br /&gt;
|3||Latin:_Literature||Male||1.1761||0||1.7243||1.1461||0.9542||1.2788||0.6021||0||2.5353||2.6542&lt;br /&gt;
|-&lt;br /&gt;
|2||Latin:_Literature||Male||1||0||1.4472||0.9542||0.6021||1.0792||0.6021||0||2.3345||2.4425&lt;br /&gt;
|-&lt;br /&gt;
|1||Latin:_Literature||Male||1.301||0.699||1.7634||1.301||0.9542||1.301||1.1761||0.6021||2.6138||2.7435&lt;br /&gt;
|-&lt;br /&gt;
|5||Latin:_Vergil||Male||1.0792||0||1.8513||0.9031||0.699||1.4472||0.699||0||2.5647||2.6902&lt;br /&gt;
|-&lt;br /&gt;
|4||Latin:_Vergil||Male||1.2788||0.6021||1.6532||0.8451||0.8451||1.3802||0.9031||0.4771||2.6064||2.7101&lt;br /&gt;
|-&lt;br /&gt;
|3||Latin:_Vergil||Male||1.1139||0.4771||1.8573||1.2041||0.6021||1.3424||1||0.301||2.7101||2.8109&lt;br /&gt;
|-&lt;br /&gt;
|2||Latin:_Vergil||Male||1.2553||0.301||1.6021||0.9542||0.9031||1.1761||1.1139||0.301||2.5763||2.6776&lt;br /&gt;
|-&lt;br /&gt;
|1||Latin:_Vergil||Male||1.3424||0.699||1.4624||1.1761||1.1761||1.1761||0.9542||0.301||2.5391||2.6532&lt;br /&gt;
|-&lt;br /&gt;
|5||Music_Theory||Male||1.7324||0.7782||2.238||1.3424||1.1761||1.5441||1.4314||0.9031||3.012||3.1335&lt;br /&gt;
|-&lt;br /&gt;
|4||Music_Theory||Male||1.5798||0.9542||2.1335||1.5682||1.4624||1.6128||1.415||1.0414||2.9818||3.1065&lt;br /&gt;
|-&lt;br /&gt;
|3||Music_Theory||Male||1.7076||1.1139||2.2601||1.8062||1.699||1.7782||1.8451||1.3424||3.1389||3.2744&lt;br /&gt;
|-&lt;br /&gt;
|2||Music_Theory||Male||1.9031||0.9031||2.1987||2.0414||1.8692||1.7243||1.959||1.415||3.1123||3.2758&lt;br /&gt;
|-&lt;br /&gt;
|1||Music_Theory||Male||1.6232||1.0792||1.8865||2.0969||1.716||1.6128||1.9731||1.2041||2.749||3.0052&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_B||Male||2.2014||1.301||3.1572||1.6628||1.7559||2.3522||2.0453||1.3617||3.61||3.7884&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_B||Male||2.248||1.3222||3.0386||1.9638||2.017||2.2648||2.1987||1.4771||3.6463||3.798&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_B||Male||2.4216||1.4624||3.2017||2.2989||2.3997||2.5237||2.4362||1.5051||3.8183||3.9798&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_B||Male||2.1987||1.5315||3.0048||2.3404||2.4065||2.2742||2.4116||1.5911||3.5946||3.7843&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_B||Male||2.2718||1.5315||2.9868||2.7135||2.7846||2.3464||2.6425||1.7324||3.4949||3.7888&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.8976||0.8451||2.938||1.3802||1.3222||2.0334||1.716||0.6021||3.2596||3.473&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.7634||1||2.749||1.4914||1.4624||1.8325||1.6721||0.9542||3.1268||3.3312&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.301||0.4771||2.4014||1.4771||1.415||1.415||1.2553||0.699||2.7896||2.9948&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.6628||0.699||2.4742||1.5441||1.4472||1.6532||1.5563||0.9031||2.9279||3.1271&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.5185||0||2.3263||1.4771||1.4624||1.5682||1.716||0.699||2.7226||2.9633&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_C:_Mechanics||Male||2.1106||1.2041||3.1611||1.5682||1.6812||2.233||1.9494||1.2304||3.5192||3.7204&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_C:_Mechanics||Male||2.1523||1.0414||3.0187||1.7324||1.7924||2.1903||2.0492||1.301||3.5127||3.6856&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_C:_Mechanics||Male||1.9912||1.2788||2.8351||1.8976||1.8976||2.0682||2.0212||1.2304||3.415||3.5786&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_C:_Mechanics||Male||1.8129||1.1139||2.6618||1.9138||1.7924||1.8195||1.9956||1.2788||3.2101||3.3943&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_C:_Mechanics||Male||1.8573||1||2.6571||2.143||2.1492||1.959||2.1399||1.3222||3.1041||3.3672&lt;br /&gt;
|-&lt;br /&gt;
|5||Psychology||Male||2.3766||1.4314||3.0903||2.0719||1.9912||2.4487||2.3201||1.4771||3.7173||3.8716&lt;br /&gt;
|-&lt;br /&gt;
|4||Psychology||Male||2.5159||1.5563||3.1818||2.5132||2.301||2.601||2.6149||1.8325||3.8855||4.04&lt;br /&gt;
|-&lt;br /&gt;
|3||Psychology||Male||2.4314||1.6628||3.0322||2.5611||2.3483||2.4713||2.5378||1.7709||3.7647||3.9289&lt;br /&gt;
|-&lt;br /&gt;
|2||Psychology||Male||2.2227||1.5315||2.8351||2.5587||2.2577||2.3324||2.4265||1.7243||3.5345||3.7307&lt;br /&gt;
|-&lt;br /&gt;
|1||Psychology||Male||2.5024||1.6532||3.006||3.0048||2.6405||2.4843||2.7973||1.9138||3.5857||3.8855&lt;br /&gt;
|-&lt;br /&gt;
|5||Spanish_Language||Male||2.2672||0.6021||2.4548||1.4314||3.3833||2.1461||3.3422||2.0607||3.0871||3.8186&lt;br /&gt;
|-&lt;br /&gt;
|4||Spanish_Language||Male||2.4314||0.9031||2.658||1.8451||3.4968||2.2455||3.3422||2.1614||3.3416||3.937&lt;br /&gt;
|-&lt;br /&gt;
|3||Spanish_Language||Male||2.3075||1.1139||2.6493||1.9085||3.372||2.1931||3.1544||2.0755||3.3212||3.838&lt;br /&gt;
|-&lt;br /&gt;
|2||Spanish_Language||Male||2.3324||1.2553||2.6857||2.0453||3.281||2.143||3.0637||2.0645||3.3602||3.8086&lt;br /&gt;
|-&lt;br /&gt;
|1||Spanish_Language||Male||2.4487||1.3802||2.7177||2.5119||3.2251||2.281||2.9939||2.0294||3.4793||3.8526&lt;br /&gt;
|-&lt;br /&gt;
|5||Spanish_Literature||Male||1.3617||0||1.3617||0.6021||2.1106||1.1139||2.1614||0.6021||2.0755||2.6561&lt;br /&gt;
|-&lt;br /&gt;
|4||Spanish_Literature||Male||1.415||0.301||1.7559||0.7782||2.5752||1.3424||2.4502||1.0792||2.2355||2.9763&lt;br /&gt;
|-&lt;br /&gt;
|3||Spanish_Literature||Male||1.3222||0.301||1.6532||0.9542||2.798||1.4314||2.6222||1.1761||2.1818||3.1173&lt;br /&gt;
|-&lt;br /&gt;
|2||Spanish_Literature||Male||1.2553||0||1.301||0.7782||2.5717||0.9542||2.3424||1.0792||1.9638||2.871&lt;br /&gt;
|-&lt;br /&gt;
|1||Spanish_Literature||Male||1.8129||0.301||1.3424||1.3222||2.8395||1.3424||2.6274||1.3424||2.1903||3.1511&lt;br /&gt;
|-&lt;br /&gt;
|5||Statistics||Male||2.2122||1.0792||3.2151||1.716||1.7634||2.356||2.017||1.3424||3.6839||3.8513&lt;br /&gt;
|-&lt;br /&gt;
|4||Statistics||Male||2.4548||1.6721||3.3199||2.1931||2.2041||2.5024||2.4065||1.5682||3.9102||4.0596&lt;br /&gt;
|-&lt;br /&gt;
|3||Statistics||Male||2.4955||1.699||3.2683||2.4487||2.4362||2.5658||2.574||1.6232||3.9261||4.0786&lt;br /&gt;
|-&lt;br /&gt;
|2||Statistics||Male||2.3747||1.5682||3.0322||2.5051||2.4099||2.3838||2.4624||1.7076||3.701||3.8766&lt;br /&gt;
|-&lt;br /&gt;
|1||Statistics||Male||2.5502||1.7324||3.1679||3.0233||2.7973||2.5575||2.7803||2.0453||3.7189||3.9941&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_2-D_Design||Male||1.1761||0.301||1.6721||1.2041||1.2304||1.3802||1.5185||0.4771||2.5092||2.6739&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_2-D_Design||Male||1.5563||0.9031||1.9085||1.6021||1.5315||1.4314||1.6232||0.9031||2.6884||2.8785&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_2-D_Design||Male||1.716||1||1.9685||1.9777||1.8261||1.5682||1.8573||1.2041||2.9212||3.1031&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_2-D_Design||Male||1.6812||1.1461||1.8921||1.9777||1.8129||1.5315||1.9243||1.1761||2.7875||3.0162&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_2-D_Design||Male||1.0792||0.4771||1.2304||1.5682||1.3802||1.1139||1.4624||0.7782||2.1106||2.4183&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_3-D_Design||Male||0.4771||0||0.4771||0.4771||0.4771||0.4771||0.9031||0||1.8865||1.9731&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_3-D_Design||Male||0.8451||0.301||1||0.7782||0.9542||0.301||1.1139||0.301||1.9138||2.0969&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_3-D_Design||Male||1.2041||0||1.2553||0.9542||1.3802||1.2041||1.301||0||2.3181||2.4843&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_3-D_Design||Male||1.0414||0.4771||1.2041||1.1761||1.3222||1.1139||1.2304||0.4771||2.1239||2.3502&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_3-D_Design||Male||0.301||0||1||0.7782||1||0.9031||0.9542||0||1.4771||1.8388&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_Drawing||Male||1.2553||0||1.7482||1.4624||1.2041||1.301||1.5051||0.8451||2.4048||2.6284&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_Drawing||Male||1.2553||0.699||1.9542||1.5682||1.6721||1.2553||1.6902||0.699||2.549||2.7889&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_Drawing||Male||1.7404||1||2.1761||2.0294||1.9956||1.7853||1.9868||1.3424||2.9112||3.1486&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_Drawing||Male||1.7076||0.9542||2.0212||2.0682||2.0294||1.6021||1.9085||0.9542||2.7316||3.0212&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_Drawing||Male||1.301||0.8451||1.4624||1.8692||1.6128||1.2041||1.5441||0.9542||2.1004||2.5428&lt;br /&gt;
|-&lt;br /&gt;
|5||US_History||Male||2.7528||1.7243||3.4791||2.4456||2.4594||2.8932||2.6522||1.8325||4.1371||4.2834&lt;br /&gt;
|-&lt;br /&gt;
|4||US_History||Male||2.9509||2.1399||3.6039||2.8382||2.9009||3.0986||2.9605||2.1492||4.3821||4.5177&lt;br /&gt;
|-&lt;br /&gt;
|3||US_History||Male||2.985||2.1703||3.5826||3.0477||3.0766||3.0726||3.0693||2.2405||4.4011||4.5435&lt;br /&gt;
|-&lt;br /&gt;
|2||US_History||Male||3.039||2.3522||3.585||3.3038||3.356||3.1069||3.2514||2.4378||4.3932||4.5741&lt;br /&gt;
|-&lt;br /&gt;
|1||US_History||Male||2.9345||2.301||3.3998||3.5501||3.507||2.9494||3.34||2.4983||4.0846||4.4128&lt;br /&gt;
|-&lt;br /&gt;
|5||World_History||Male||2.1553||1.3424||3.0253||2.0212||2.0374||2.4639||2.238||1.5185||3.6404||3.7991&lt;br /&gt;
|-&lt;br /&gt;
|4||World_History||Male||2.3464||1.5441||3.1103||2.3962||2.4281||2.5453||2.4579||1.6435||3.7803||3.9429&lt;br /&gt;
|-&lt;br /&gt;
|3||World_History||Male||2.5502||1.8633||3.2567||2.7308||2.7505||2.6803||2.781||2.0253||3.9073||4.1002&lt;br /&gt;
|-&lt;br /&gt;
|2||World_History||Male||2.4814||1.6812||3.1271||2.8982||2.9058||2.5775||2.8745||2.0453||3.7471||4.0045&lt;br /&gt;
|-&lt;br /&gt;
|1||World_History||Male||2.4502||1.6902||2.837||3.0871||3.0358||2.415||2.9722||2.1367||3.4502||3.8735&lt;br /&gt;
|-&lt;br /&gt;
|5||Art_History||Female||1.7782||0.9542||2.3464||1.3802||1.4314||1.9494||1.5911||0.6021||3.0017||3.1673&lt;br /&gt;
|-&lt;br /&gt;
|4||Art_History||Female||2.0569||1||2.6294||1.7243||1.9191||2.1732||2.1072||1.1139||3.2543||3.4415&lt;br /&gt;
|-&lt;br /&gt;
|3||Art_History||Female||2.0755||1.2553||2.6484||2.0128||2.1206||2.1818||2.3636||1.4624||3.3156||3.5171&lt;br /&gt;
|-&lt;br /&gt;
|2||Art_History||Female||1.9494||1.1761||2.4829||1.9823||2.1673||2.0531||2.2529||1.3617||3.1383||3.3679&lt;br /&gt;
|-&lt;br /&gt;
|1||Art_History||Female||1.9542||1.2788||2.4757||2.2788||2.3345||2||2.4914||1.3979||3.0656||3.3809&lt;br /&gt;
|-&lt;br /&gt;
|5||Biology||Female||2.5563||1.4314||3.5431||2.3729||2.0899||2.7536||2.4099||1.6435||3.9149||4.1245&lt;br /&gt;
|-&lt;br /&gt;
|4||Biology||Female||2.5944||1.716||3.4637||2.699||2.4014||2.8248||2.549||1.8808||4.0115||4.1893&lt;br /&gt;
|-&lt;br /&gt;
|3||Biology||Female||2.6749||1.8751||3.4433||2.8657||2.6201||2.8312||2.7466||1.9912||4.0612||4.2384&lt;br /&gt;
|-&lt;br /&gt;
|2||Biology||Female||2.7709||2.0719||3.4439||3.1547||2.9435||2.9217||2.9547||2.1987||4.1169||4.3174&lt;br /&gt;
|-&lt;br /&gt;
|1||Biology||Female||2.6493||2||3.2622||3.4069||3.1626||2.7694||3.131||2.3054||3.8403||4.1886&lt;br /&gt;
|-&lt;br /&gt;
|5||Calculus_AB||Female||2.5599||1.2788||3.5472||2.3655||2.2989||2.7042||2.5366||1.5798||4.0541||4.2186&lt;br /&gt;
|-&lt;br /&gt;
|4||Calculus_AB||Female||2.5866||1.6721||3.4886||2.6243||2.5302||2.776||2.6294||1.8062||4.0992||4.2533&lt;br /&gt;
|-&lt;br /&gt;
|3||Calculus_AB||Female||2.6693||1.8921||3.5011||2.8338||2.7686||2.7931||2.7597||1.9445||4.1263||4.2931&lt;br /&gt;
|-&lt;br /&gt;
|2||Calculus_AB||Female||2.5647||1.8062||3.3959||2.934||2.8555||2.7235||2.8028||1.9868||4.0266||4.2143&lt;br /&gt;
|-&lt;br /&gt;
|1||Calculus_AB||Female||2.8651||2.2695||3.5669||3.5275||3.4043||2.9484||3.2801||2.3139||4.192||4.4634&lt;br /&gt;
|-&lt;br /&gt;
|5||Calculus_BC||Female||2.3579||1.1761||3.4979||2||1.9345||2.5453||2.1206||1.3802||3.7261||3.973&lt;br /&gt;
|-&lt;br /&gt;
|4||Calculus_BC||Female||2.0682||0.8451||3.1268||2.0253||1.8261||2.2405||1.959||1.1761||3.457||3.6787&lt;br /&gt;
|-&lt;br /&gt;
|3||Calculus_BC||Female||2.0414||1||3.1471||2.1903||2.1239||2.2095||2.1461||1.3617||3.5163||3.7333&lt;br /&gt;
|-&lt;br /&gt;
|2||Calculus_BC||Female||1.6902||0.8451||2.6902||1.8751||1.7853||1.8808||1.7993||0.9542||3.0504||3.2889&lt;br /&gt;
|-&lt;br /&gt;
|1||Calculus_BC||Female||2.0334||1.2788||2.9809||2.4654||2.3385||2.2253||2.2833||1.0414||3.3516||3.6237&lt;br /&gt;
|-&lt;br /&gt;
|5||Chemistry||Female||2.1038||1.0414||3.241||1.7634||1.5441||2.1847||1.8388||1.2041||3.3854||3.6658&lt;br /&gt;
|-&lt;br /&gt;
|4||Chemistry||Female||2.238||1.1461||3.2813||2.1818||1.8129||2.3856||2.1038||1.301||3.6273||3.8411&lt;br /&gt;
|-&lt;br /&gt;
|3||Chemistry||Female||2.4133||1.5185||3.3377||2.4814||2.2625||2.6096||2.4099||1.6628||3.7935||3.9944&lt;br /&gt;
|-&lt;br /&gt;
|2||Chemistry||Female||2.3139||1.5185||3.1973||2.6253||2.3927||2.5092||2.4669||1.6902||3.752||3.9439&lt;br /&gt;
|-&lt;br /&gt;
|1||Chemistry||Female||2.534||1.8865||3.2894||3.1956||2.9614||2.7332||2.9238||2.0969||3.8625||4.1346&lt;br /&gt;
|-&lt;br /&gt;
|5||Chinese_Lang._&amp;amp;_Cultures||Female||1.5185||0||3.029||0||0||1.1139||0||0||0.699||3.0488&lt;br /&gt;
|-&lt;br /&gt;
|4||Chinese_Lang._&amp;amp;_Cultures||Female||0.699||0||2.1367||0||0||0.699||0||0||1.1461||2.2014&lt;br /&gt;
|-&lt;br /&gt;
|3||Chinese_Lang._&amp;amp;_Cultures||Female||0.9031||0||1.5051||0||0||0.301||0||0||0.9031||1.6902&lt;br /&gt;
|-&lt;br /&gt;
|2||Chinese_Lang._&amp;amp;_Cultures||Female||0||0||0.9031||0||0||0.301||0||0||0.9031||1.2304&lt;br /&gt;
|-&lt;br /&gt;
|1||Chinese_Lang._&amp;amp;_Cultures||Female||0||0||1.0414||0||0||0||0||0||1||1.415&lt;br /&gt;
|-&lt;br /&gt;
|5||Computer_Science_A||Female||0.9031||0.4771||2.1959||0.6021||0.6021||1.1761||0.9031||0||2.3118||2.5988&lt;br /&gt;
|-&lt;br /&gt;
|4||Computer_Science_A||Female||0.9031||0.4771||2.2765||1||0.8451||1.2304||1.2041||0.301||2.3945||2.692&lt;br /&gt;
|-&lt;br /&gt;
|3||Computer_Science_A||Female||0.9031||0||2.0969||1.1461||1.0414||1.0792||1.1461||0.6021||2.29||2.5752&lt;br /&gt;
|-&lt;br /&gt;
|2||Computer_Science_A||Female||0.6021||0.301||1.9395||1.0414||1.2304||1.1761||1||0.4771||2.0828||2.4183&lt;br /&gt;
|-&lt;br /&gt;
|1||Computer_Science_A||Female||1.6232||0.6021||2.4654||2.2279||1.8573||1.7559||1.9494||0.8451||2.6222||3.058&lt;br /&gt;
|-&lt;br /&gt;
|5||Computer_Science_AB||Female||0.699||0||1.8692||0.4771||0.301||1.0792||0.699||0||1.9294||2.2553&lt;br /&gt;
|-&lt;br /&gt;
|4||Computer_Science_AB||Female||0.301||0||1.6902||0.4771||0.6021||0.7782||0.699||0||1.8261||2.1139&lt;br /&gt;
|-&lt;br /&gt;
|3||Computer_Science_AB||Female||0.301||0||1.699||0.4771||0.4771||0.8451||0.6021||0||1.6335||2.0253&lt;br /&gt;
|-&lt;br /&gt;
|2||Computer_Science_AB||Female||0.699||0||1.3222||0.301||0.301||0.4771||0.6021||0.301||1.3424||1.7324&lt;br /&gt;
|-&lt;br /&gt;
|1||Computer_Science_AB||Female||0.4771||0.301||1.6721||0.699||0.7782||0.7782||0.699||0.301||1.7634||2.1004&lt;br /&gt;
|-&lt;br /&gt;
|5||Economics_Macro||Female||1.7709||0.699||2.8639||1.3802||1.5315||1.9823||1.716||0.9542||3.1667||3.3927&lt;br /&gt;
|-&lt;br /&gt;
|4||Economics_Macro||Female||2.1584||0.9542||3.0573||2.1461||2.1173||2.3096||2.2788||1.2041||3.5165||3.7203&lt;br /&gt;
|-&lt;br /&gt;
|3||Economics_Macro||Female||2.0294||1.1139||2.9009||2.2304||2.1761||2.1875||2.2148||1.4314||3.3955||3.6084&lt;br /&gt;
|-&lt;br /&gt;
|2||Economics_Macro||Female||2.1399||1.2304||2.8954||2.3284||2.4346||2.2455||2.4265||1.6232||3.4496||3.6738&lt;br /&gt;
|-&lt;br /&gt;
|1||Economics_Macro||Female||2.4216||1.6232||3.0318||3.0278||2.9969||2.5237||3.0438||1.9777||3.627||3.964&lt;br /&gt;
|-&lt;br /&gt;
|5||Economics_Micro||Female||1.6532||0||2.6444||1.2041||1.0414||1.6721||1.2553||0.6021||2.9175||3.1467&lt;br /&gt;
|-&lt;br /&gt;
|4||Economics_Micro||Female||2||0.699||2.896||1.9294||1.8195||2.1072||1.9031||1.1139||3.3251||3.5276&lt;br /&gt;
|-&lt;br /&gt;
|3||Economics_Micro||Female||1.9243||1||2.7818||2.0682||1.9956||2.0969||1.9345||1.3802||3.2898||3.4901&lt;br /&gt;
|-&lt;br /&gt;
|2||Economics_Micro||Female||1.8751||1||2.5877||2.0934||2.0934||1.959||1.9494||1.2553||3.1898||3.3906&lt;br /&gt;
|-&lt;br /&gt;
|1||Economics_Micro||Female||2.1072||1.2788||2.711||2.7796||2.5453||2.1523||2.5276||1.8633||3.2918||3.6145&lt;br /&gt;
|-&lt;br /&gt;
|5||English_Lang._&amp;amp;_Composition||Female||2.6031||1.5798||3.3263||2.4099||2.3075||2.8395||2.5763||1.7634||4.0468||4.184&lt;br /&gt;
|-&lt;br /&gt;
|4||English_Lang._&amp;amp;_Composition||Female||2.9112||2.1004||3.5561||2.932||2.8476||3.1153||3.0013||2.1875||4.355||4.4941&lt;br /&gt;
|-&lt;br /&gt;
|3||English_Lang._&amp;amp;_Composition||Female||3.1772||2.4942||3.747||3.439||3.3644||3.3098||3.3838||2.5453||4.5787||4.7417&lt;br /&gt;
|-&lt;br /&gt;
|2||English_Lang._&amp;amp;_Composition||Female||3.1942||2.6274||3.7002||3.7524||3.7158||3.3172||3.6274||2.7218||4.4788||4.7388&lt;br /&gt;
|-&lt;br /&gt;
|1||English_Lang._&amp;amp;_Composition||Female||2.7825||2.2718||3.0839||3.6241||3.4777||2.7924||3.4198||2.2989||3.7819||4.2721&lt;br /&gt;
|-&lt;br /&gt;
|5||English_Lit._&amp;amp;_Composition||Female||2.6385||1.4472||3.2562||2.3139||2.2227||2.7767||2.4133||1.7404||4.0117||4.1404&lt;br /&gt;
|-&lt;br /&gt;
|4||English_Lit._&amp;amp;_Composition||Female||3.0441||2.1072||3.6186||3.0179||2.8463||3.1596||2.9854||2.2068||4.4736||4.5961&lt;br /&gt;
|-&lt;br /&gt;
|3||English_Lit._&amp;amp;_Composition||Female||3.2253||2.4829||3.7546||3.4781||3.296||3.3084||3.346||2.6096||4.6451||4.7887&lt;br /&gt;
|-&lt;br /&gt;
|2||English_Lit._&amp;amp;_Composition||Female||3.1909||2.6375||3.7065||3.822||3.6049||3.2997||3.5666||2.8||4.5078||4.75&lt;br /&gt;
|-&lt;br /&gt;
|1||English_Lit._&amp;amp;_Composition||Female||2.6618||2.1987||3.0496||3.6651||3.276||2.7076||3.2776||2.3483||3.6584||4.1882&lt;br /&gt;
|-&lt;br /&gt;
|5||Environmental_Science||Female||1.8976||0.6021||2.534||1.2788||1.3802||1.9638||1.6721||0.9031||3.2212||3.3562&lt;br /&gt;
|-&lt;br /&gt;
|4||Environmental_Science||Female||2.243||1.3424||2.8388||2.1004||2.017||2.382||2.2455||1.4624||3.6278||3.7634&lt;br /&gt;
|-&lt;br /&gt;
|3||Environmental_Science||Female||2.1875||1.2553||2.7372||2.2201||2.1106||2.2967||2.2304||1.5051||3.5593||3.7016&lt;br /&gt;
|-&lt;br /&gt;
|2||Environmental_Science||Female||2.2041||1.5185||2.7443||2.3874||2.2742||2.29||2.4314||1.5682||3.5738||3.7342&lt;br /&gt;
|-&lt;br /&gt;
|1||Environmental_Science||Female||2.5328||1.7782||2.9961||3.1133||2.8513||2.6345||3.0111||2.0899||3.7435||4.0217&lt;br /&gt;
|-&lt;br /&gt;
|5||European_History||Female||2.1239||0.9031||2.9138||1.7709||1.7634||2.3304||2.0755||0.9542||3.5468||3.6932&lt;br /&gt;
|-&lt;br /&gt;
|4||European_History||Female||2.4065||1.3979||3.0973||2.2648||2.1492||2.5955||2.4166||1.6232||3.7971||3.9451&lt;br /&gt;
|-&lt;br /&gt;
|3||European_History||Female||2.7177||1.8195||3.3528||2.7582||2.6618||2.9058||2.8014||2.0043||4.1029||4.2572&lt;br /&gt;
|-&lt;br /&gt;
|2||European_History||Female||2.2405||1.5051||2.8639||2.4502||2.3747||2.356||2.4362||1.6628||3.6113||3.7839&lt;br /&gt;
|-&lt;br /&gt;
|1||European_History||Female||2.6355||1.8388||3.1556||3.0622||2.9836||2.7868||2.9201||2.1367||3.8774||4.1193&lt;br /&gt;
|-&lt;br /&gt;
|5||French:_Language||Female||1.7709||0||2.1303||1.9638||1.2304||2.0828||1.8388||0.7782||2.9818||3.1617&lt;br /&gt;
|-&lt;br /&gt;
|4||French:_Language||Female||1.9494||0.4771||2.4393||2.0294||1.5911||2.2014||1.9494||0.9542||3.1644||3.3467&lt;br /&gt;
|-&lt;br /&gt;
|3||French:_Language||Female||2.1271||0.9031||2.7226||2.2742||2.0755||2.3118||2.2989||0.7782||3.4562||3.6272&lt;br /&gt;
|-&lt;br /&gt;
|2||French:_Language||Female||2.0414||0.7782||2.5391||2.1614||2.1004||2.1335||2.1461||0.8451||3.2953||3.4745&lt;br /&gt;
|-&lt;br /&gt;
|1||French:_Language||Female||1.9395||0.9031||2.49||2.3263||2.3747||2.143||2.3222||1.2553||3.2338||3.4661&lt;br /&gt;
|-&lt;br /&gt;
|5||French:_Literature||Female||1.3617||0||1.4771||1||0.4771||1.3617||1||0||2.3444||2.4983&lt;br /&gt;
|-&lt;br /&gt;
|4||French:_Literature||Female||1.0792||0||1.6435||1.2553||0.4771||1.2041||0.9031||0||2.3502||2.5051&lt;br /&gt;
|-&lt;br /&gt;
|3||French:_Literature||Female||1.1461||0||1.5911||1.3424||0.6021||1.3222||0.9542||0||2.3424||2.5092&lt;br /&gt;
|-&lt;br /&gt;
|2||French:_Literature||Female||0.9031||0||1.415||0.9542||0.7782||1.2304||1.0414||0||2.1673||2.3385&lt;br /&gt;
|-&lt;br /&gt;
|1||French:_Literature||Female||0.8451||0||1.2788||1.0414||0.4771||0.699||1.0792||0||2.0607||2.2227&lt;br /&gt;
|-&lt;br /&gt;
|5||German:_Language||Female||1.3424||0.301||1.4314||1.1139||0||1.3222||0.8451||0||2.6284||2.7084&lt;br /&gt;
|-&lt;br /&gt;
|4||German:_Language||Female||1.1761||0.4771||1.5051||1||0.6021||1.3979||1.1461||0.301||2.6375||2.7251&lt;br /&gt;
|-&lt;br /&gt;
|3||German:_Language||Female||1.0792||0.301||1.5185||1.0792||0.699||1.2304||1.2041||0.6021||2.6274||2.7135&lt;br /&gt;
|-&lt;br /&gt;
|2||German:_Language||Female||1.2304||0.301||1.4624||0.7782||1.1139||1.3802||0.9542||0.4771||2.6075||2.699&lt;br /&gt;
|-&lt;br /&gt;
|1||German:_Language||Female||1||0.301||1.1761||1.2788||1.0414||1.0792||1.2041||0.4771||2.3404||2.4757&lt;br /&gt;
|-&lt;br /&gt;
|5||Government_Politics_Comp.||Female||1.301||0||2.0682||1.0792||1.0414||1.4314||1.415||0.699||2.7589||2.8949&lt;br /&gt;
|-&lt;br /&gt;
|4||Government_Politics_Comp.||Female||1.6021||0.7782||2.2201||1.3979||1.3424||1.6335||1.5315||0.699||2.8603||3.0245&lt;br /&gt;
|-&lt;br /&gt;
|3||Government_Politics_Comp.||Female||1.716||1.0414||2.2455||1.7243||1.415||1.7924||1.7634||1.0414||2.9777||3.1433&lt;br /&gt;
|-&lt;br /&gt;
|2||Government_Politics_Comp.||Female||1.5798||0.7782||2.2068||1.9868||1.6628||1.9542||1.8633||0.9542||2.9754||3.1635&lt;br /&gt;
|-&lt;br /&gt;
|1||Government_Politics_Comp.||Female||1.7709||1.1461||2.1523||2.2253||1.8865||1.8513||1.9956||1.1761||2.8727||3.1408&lt;br /&gt;
|-&lt;br /&gt;
|5||Government_Politics_U.S.||Female||2.0492||0.8451||2.8082||1.7993||1.7634||2.2122||2.0212||1||3.4942||3.6307&lt;br /&gt;
|-&lt;br /&gt;
|4||Government_Politics_U.S.||Female||2.5478||1.6335||3.2732||2.5315||2.4548||2.7251||2.5478||1.7782||4.0069||4.1459&lt;br /&gt;
|-&lt;br /&gt;
|3||Government_Politics_U.S.||Female||2.7185||1.9638||3.4244||2.9222||2.8209||2.9191||2.8848||2.1206||4.1766||4.3326&lt;br /&gt;
|-&lt;br /&gt;
|2||Government_Politics_U.S.||Female||2.8943||2.1761||3.5284||3.3062||3.243||3.0588||3.2049||2.3909||4.2522||4.4615&lt;br /&gt;
|-&lt;br /&gt;
|1||Government_Politics_U.S.||Female||2.6484||2.0212||3.236||3.4378||3.3385||2.7993||3.3174||2.2833||3.8065||4.2172&lt;br /&gt;
|-&lt;br /&gt;
|5||Human_Geography||Female||1.4624||0.4771||2.2553||1.6335||1.3222||1.7243||1.6232||0.9542||2.9727||3.1176&lt;br /&gt;
|-&lt;br /&gt;
|4||Human_Geography||Female||1.8451||0.9542||2.5185||2.0531||1.5798||1.9731||2.0212||1||3.2383||3.3965&lt;br /&gt;
|-&lt;br /&gt;
|3||Human_Geography||Female||1.9138||1.0792||2.5599||2.2672||1.9191||2.1461||2.3304||1.5911||3.3326||3.5134&lt;br /&gt;
|-&lt;br /&gt;
|2||Human_Geography||Female||1.8633||1.2553||2.3856||2.3579||2.0531||2.0569||2.2945||1.4624||3.2098||3.4196&lt;br /&gt;
|-&lt;br /&gt;
|1||Human_Geography||Female||2.29||1.415||2.6191||3.0603||2.601||2.4031||2.7589||2.1038||3.432||3.766&lt;br /&gt;
|-&lt;br /&gt;
|5||Italian_Language||Female||0.6021||0||0.699||0.301||0.6021||0.7782||1.4314||0.4771||1.8976||2.0899&lt;br /&gt;
|-&lt;br /&gt;
|4||Italian_Language||Female||0.7782||0||0.301||0.4771||0.9031||0.6021||1.4914||0.301||1.8976||2.1072&lt;br /&gt;
|-&lt;br /&gt;
|3||Italian_Language||Female||0.9031||0||1.2304||0.4771||0.9542||1||1.7076||0.7782||2.2095||2.4133&lt;br /&gt;
|-&lt;br /&gt;
|2||Italian_Language||Female||1.0792||0||0.9542||0.6021||0.8451||0.9542||1.4771||0.4771||2.1703||2.3324&lt;br /&gt;
|-&lt;br /&gt;
|1||Italian_Language||Female||1.2304||0||1.0792||0.8451||0.9542||1||1.1761||0.9031||2.3365||2.4594&lt;br /&gt;
|-&lt;br /&gt;
|5||Japanese_Lang._&amp;amp;_Culture||Female||0.8451||0||2.2695||0||0||1.2041||0||0||1.301||2.356&lt;br /&gt;
|-&lt;br /&gt;
|4||Japanese_Lang._&amp;amp;_Culture||Female||0.4771||0||1.6532||0||0.301||0.4771||0.301||0||1.2041||1.8261&lt;br /&gt;
|-&lt;br /&gt;
|3||Japanese_Lang._&amp;amp;_Culture||Female||0.9542||0||2.0294||0.7782||0.4771||1||0.6021||0||1.5911||2.2355&lt;br /&gt;
|-&lt;br /&gt;
|2||Japanese_Lang._&amp;amp;_Culture||Female||0.4771||0||1.5798||0.699||0.301||0.9031||0||0||1.4624||1.9031&lt;br /&gt;
|-&lt;br /&gt;
|1||Japanese_Lang._&amp;amp;_Culture||Female||0.699||0||1.8451||0.6021||0.4771||0.9031||0.7782||0||1.7853||2.1818&lt;br /&gt;
|-&lt;br /&gt;
|5||Latin:_Literature||Female||0.9542||0.301||1.6628||1||0.4771||1.1461||0.699||0.301||2.2625||2.4249&lt;br /&gt;
|-&lt;br /&gt;
|4||Latin:_Literature||Female||1||0||1.7076||1.0792||0.301||1.1761||0.4771||0.301||2.3324||2.4814&lt;br /&gt;
|-&lt;br /&gt;
|3||Latin:_Literature||Female||1.2553||0.4771||1.8195||1.1761||0.699||1.3802||0.9031||0.301||2.5694||2.7024&lt;br /&gt;
|-&lt;br /&gt;
|2||Latin:_Literature||Female||1.1761||0.6021||1.5315||1.1461||0.9542||1.0792||0.699||0||2.3927||2.5224&lt;br /&gt;
|-&lt;br /&gt;
|1||Latin:_Literature||Female||1.2304||0.6021||1.8921||1.3802||1||1.4472||1.4472||0.4771||2.6042||2.7679&lt;br /&gt;
|-&lt;br /&gt;
|5||Latin:_Vergil||Female||1.3424||0||1.8261||1||0.4771||1.3424||0.9031||0.301||2.4914||2.6405&lt;br /&gt;
|-&lt;br /&gt;
|4||Latin:_Vergil||Female||1.2788||0.301||1.8195||1||0||1.301||0.7782||0.4771||2.4393||2.5955&lt;br /&gt;
|-&lt;br /&gt;
|3||Latin:_Vergil||Female||1.3617||0.699||1.8261||1.1461||1||1.4624||1.1139||0.699||2.6284||2.7657&lt;br /&gt;
|-&lt;br /&gt;
|2||Latin:_Vergil||Female||1||0.699||1.5911||1.3222||1||1.3222||1.0792||0.4771||2.5328||2.6571&lt;br /&gt;
|-&lt;br /&gt;
|1||Latin:_Vergil||Female||1.301||0.699||1.5911||1.2788||1.1139||1.1761||1.1761||0||2.5478||2.6739&lt;br /&gt;
|-&lt;br /&gt;
|5||Music_Theory||Female||1.3222||0||2.2122||1.0792||0.9031||1.3802||1.1139||0.301||2.7356||2.8921&lt;br /&gt;
|-&lt;br /&gt;
|4||Music_Theory||Female||1.5563||0.4771||2.2175||1.2304||0.9031||1.3979||1.2041||0.4771||2.8338||2.9763&lt;br /&gt;
|-&lt;br /&gt;
|3||Music_Theory||Female||1.5682||0.9542||2.301||1.6021||1.2788||1.6628||1.7634||1.0792||3.0294||3.1711&lt;br /&gt;
|-&lt;br /&gt;
|2||Music_Theory||Female||1.6128||1.0792||2.3139||2.0645||1.5682||1.8808||1.8062||1.2304||3.0154||3.2033&lt;br /&gt;
|-&lt;br /&gt;
|1||Music_Theory||Female||1.3802||0.699||1.8513||2.1004||1.5051||1.3617||1.8633||1.2041||2.6191||2.891&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_B||Female||1.6628||0.301||2.776||1||1.1461||1.8129||1.4472||0.8451||3.0398||3.2688&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_B||Female||1.7782||0.9031||2.8189||1.6335||1.415||1.9731||1.5798||0.8451||3.1989||3.3993&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_B||Female||2.1584||1.1761||3.0314||2.0531||2.0607||2.2504||2.0969||1.4771||3.4911||3.6889&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_B||Female||2.0043||1.0414||2.8727||2.2945||2.1173||2.1106||2.1673||1.415||3.3833||3.5907&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_B||Female||2.1903||1.6232||2.9253||2.7938||2.7033||2.3243||2.6484||1.5682||3.3879||3.7238&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.301||0.301||2.3838||0.7782||0.6021||1.1461||0.9542||0.4771||2.5119||2.7903&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.1461||0.699||2.2923||1.0414||0.6021||1.5441||1.1461||0.301||2.5441||2.7945&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1||0.301||2.0043||0.6021||0.699||1.1139||0.7782||0.4771||2.2945||2.5224&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.2304||0.301||2.1106||1.1461||0.9031||1.1139||1.1461||0.301||2.4955||2.7024&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_C:_Elec._&amp;amp;_Magnet.||Female||0.9031||0.6021||1.9823||1.0792||1.1139||1.0792||1.1461||0.301||2.3118||2.5539&lt;br /&gt;
|-&lt;br /&gt;
|5||Physics_C:_Mechanics||Female||1.5911||0.301||2.6503||1||0.7782||1.5798||1.301||0.4771||2.8426||3.098&lt;br /&gt;
|-&lt;br /&gt;
|4||Physics_C:_Mechanics||Female||1.6812||0.4771||2.6513||1.3424||1.2041||1.8129||1.4472||0.9031||3.0022||3.2135&lt;br /&gt;
|-&lt;br /&gt;
|3||Physics_C:_Mechanics||Female||1.6128||0.9542||2.5465||1.4624||1.3979||1.6232||1.4914||0.6021||2.933||3.1405&lt;br /&gt;
|-&lt;br /&gt;
|2||Physics_C:_Mechanics||Female||1.4771||1.1139||2.3909||1.5911||1.5682||1.6435||1.6721||0.7782||2.8513||3.066&lt;br /&gt;
|-&lt;br /&gt;
|1||Physics_C:_Mechanics||Female||1.5911||1.0792||2.5038||2.1239||1.959||1.6721||1.9542||0.7782||2.8463||3.1556&lt;br /&gt;
|-&lt;br /&gt;
|5||Psychology||Female||2.5478||1.5315||3.3077||2.4281||2.1367||2.7024||2.5658||1.8633||3.9996||4.1383&lt;br /&gt;
|-&lt;br /&gt;
|4||Psychology||Female||2.7143||1.959||3.3537||2.8692||2.5403||2.8633||2.8451||2.0719||4.1231||4.2735&lt;br /&gt;
|-&lt;br /&gt;
|3||Psychology||Female||2.5888||1.8633||3.1959||2.9294||2.5752||2.7427||2.8228||2.1004||4.0143||4.174&lt;br /&gt;
|-&lt;br /&gt;
|2||Psychology||Female||2.4786||1.6532||2.9921||2.9222||2.567||2.5502||2.7589||1.9395||3.8263||4.0105&lt;br /&gt;
|-&lt;br /&gt;
|1||Psychology||Female||2.7007||1.9085||3.1787||3.4242||3.0145||2.8075||3.1682||2.3075||3.8958||4.203&lt;br /&gt;
|-&lt;br /&gt;
|5||Spanish_Language||Female||2.5391||0.6021||2.721||1.8195||3.6832||2.444||3.6673||2.3856||3.3514||4.1196&lt;br /&gt;
|-&lt;br /&gt;
|4||Spanish_Language||Female||2.7177||1.2041||2.945||2.2041||3.7599||2.567||3.6413||2.5024||3.6157||4.2179&lt;br /&gt;
|-&lt;br /&gt;
|3||Spanish_Language||Female||2.5988||1.3222||2.8848||2.3711||3.5895||2.4969||3.4286||2.3304||3.5982||4.096&lt;br /&gt;
|-&lt;br /&gt;
|2||Spanish_Language||Female||2.5647||1.4314||2.9263||2.5428||3.4589||2.5391||3.2934||2.2765||3.6444||4.0556&lt;br /&gt;
|-&lt;br /&gt;
|1||Spanish_Language||Female||2.5599||1.5315||2.9385||2.9479||3.2579||2.5563||3.1501||2.2279||3.6975||4.0366&lt;br /&gt;
|-&lt;br /&gt;
|5||Spanish_Literature||Female||1.415||0.301||1.7559||0.8451||2.4564||1.4624||2.5944||1.1761||2.3997||3.0245&lt;br /&gt;
|-&lt;br /&gt;
|4||Spanish_Literature||Female||1.9031||0||1.9685||1.301||2.9586||1.6532||2.8716||1.4914||2.6128||3.3664&lt;br /&gt;
|-&lt;br /&gt;
|3||Spanish_Literature||Female||1.8808||0||1.8325||1.3617||3.1149||1.6435||2.9722||1.5441||2.5224||3.4492&lt;br /&gt;
|-&lt;br /&gt;
|2||Spanish_Literature||Female||1.6128||0.4771||1.4771||1.1139||2.871||1.3222||2.7267||1.3424||2.0899||3.1821&lt;br /&gt;
|-&lt;br /&gt;
|1||Spanish_Literature||Female||1.9345||0.4771||1.4624||1.5682||2.9943||1.5185||2.8779||1.8062||2.2742||3.3373&lt;br /&gt;
|-&lt;br /&gt;
|5||Statistics||Female||2.0128||0.7782||3.0154||1.6232||1.6232||2.0682||1.699||1.0414||3.4524||3.6266&lt;br /&gt;
|-&lt;br /&gt;
|4||Statistics||Female||2.3464||1.301||3.2068||2.2577||2.0294||2.4265||2.2833||1.5051||3.813||3.9602&lt;br /&gt;
|-&lt;br /&gt;
|3||Statistics||Female||2.4698||1.6721||3.2589||2.5635||2.3962||2.5855||2.5105||1.7559||3.9528||4.0969&lt;br /&gt;
|-&lt;br /&gt;
|2||Statistics||Female||2.4249||1.5911||3.0618||2.6335||2.4594||2.4609||2.5465||1.7076||3.7886||3.9545&lt;br /&gt;
|-&lt;br /&gt;
|1||Statistics||Female||2.5888||1.8513||3.2232||3.2363||2.9499||2.6758||2.9624||2.1139||3.8587||4.1297&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_2-D_Design||Female||1.4472||0.9031||2.1038||1.4314||1.1761||1.5441||1.5441||1||2.8344||2.9823&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_2-D_Design||Female||1.8808||0.6021||2.2923||1.7559||1.699||1.8976||2.0374||1||3.1584||3.3038&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_2-D_Design||Female||2.0253||1.301||2.4757||2.0212||2.0492||2.1106||2.2201||1.3802||3.3629||3.5131&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_2-D_Design||Female||2||1.301||2.29||2.0864||2.0043||2.0864||2.1004||1.3802||3.2368||3.4026&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_2-D_Design||Female||1.1139||0.4771||1.3222||1.6902||1.6128||1.2304||1.5682||1.0792||2.4082||2.6444&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_3-D_Design||Female||0.699||0||1.1139||0.7782||0.9031||0.301||0.6021||0.4771||1.9542||2.0934&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_3-D_Design||Female||0.9031||0.301||1.2788||1.1461||1||1.0414||1.1139||0||2.0864||2.2833&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_3-D_Design||Female||1.3617||0.9031||1.7243||1.4314||1.3424||1.5563||1.6021||0.6021||2.6138||2.7896&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_3-D_Design||Female||1.2041||0.699||1.5682||1.4472||1.3424||1.3424||1.4314||0.699||2.4533||2.6415&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_3-D_Design||Female||0||0.301||1||1.2553||0.7782||0.6021||0.9031||0||1.7924||2.017&lt;br /&gt;
|-&lt;br /&gt;
|5||Studio_Art:_Drawing||Female||1.6128||0.699||2.4116||1.4472||1.3802||1.5911||1.699||0.699||2.871||3.0737&lt;br /&gt;
|-&lt;br /&gt;
|4||Studio_Art:_Drawing||Female||1.7559||0.8451||2.4183||1.716||1.6902||1.8325||1.9085||1.2553||3.0708||3.2463&lt;br /&gt;
|-&lt;br /&gt;
|3||Studio_Art:_Drawing||Female||2.0374||1.1461||2.6444||2.0374||2.0899||2.179||2.2833||1.2304||3.3698||3.5429&lt;br /&gt;
|-&lt;br /&gt;
|2||Studio_Art:_Drawing||Female||1.9777||1.2041||2.3263||2.1523||2.1106||2.0492||2.0864||1.3802||3.1816||3.3735&lt;br /&gt;
|-&lt;br /&gt;
|1||Studio_Art:_Drawing||Female||1.2553||0.301||1.3979||1.9294||1.5185||1.2553||1.5563||0.699||2.3483||2.6405&lt;br /&gt;
|-&lt;br /&gt;
|5||US_History||Female||2.6928||1.4624||3.4768||2.5237||2.3766||2.8745||2.6274||1.8325||4.089||4.2455&lt;br /&gt;
|-&lt;br /&gt;
|4||US_History||Female||2.9455||2.0294||3.6308||3.0073||2.8445||3.1443||2.9248||2.2455||4.3719||4.5175&lt;br /&gt;
|-&lt;br /&gt;
|3||US_History||Female||3.0017||2.2856||3.6149||3.261||3.1248||3.181||3.1361||2.3444||4.434||4.5881&lt;br /&gt;
|-&lt;br /&gt;
|2||US_History||Female||3.1265||2.5079||3.6779||3.5472||3.4536||3.2605||3.361||2.5775||4.5033||4.6914&lt;br /&gt;
|-&lt;br /&gt;
|1||US_History||Female||3.1004||2.534||3.5539||3.8274||3.7091||3.1926||3.6125||2.7251||4.2816||4.6266&lt;br /&gt;
|-&lt;br /&gt;
|5||World_History||Female||2.0755||1.0414||2.936||2.1492||1.7853||2.3747||2.1072||1.301||3.5257||3.6926&lt;br /&gt;
|-&lt;br /&gt;
|4||World_History||Female||2.2601||1.5682||3.1082||2.5366||2.2672||2.5763||2.4654||1.6232||3.7368||3.9132&lt;br /&gt;
|-&lt;br /&gt;
|3||World_History||Female||2.5353||1.7709||3.309||2.9143||2.7042||2.7796||2.8445||2.0453||3.9349||4.1392&lt;br /&gt;
|-&lt;br /&gt;
|2||World_History||Female||2.5899||1.9294||3.262||3.0795||2.9782||2.8338||2.9854||2.1461||3.9175||4.1615&lt;br /&gt;
|-&lt;br /&gt;
|1||World_History||Female||2.6656||1.9085||3.1024||3.4038||3.2683||2.7396||3.2531||2.3201||3.7526||4.1583&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Percentage of Students)===&lt;br /&gt;
The table below contains the numbers of students and their relative proportion (percent).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| colspan=2| || colspan=5| '''Examination Grade''' || colspan=4| '''Summary Statistics''' &lt;br /&gt;
|-&lt;br /&gt;
| '''Disciplines''' ||  '''Sample Size''' || '''5''' || '''4''' || '''3''' || '''2''' || '''1''' || '''Number of Students''' || '''3 or Higher / %''' || '''Mean Grade''' || '''Standard Deviation'''&lt;br /&gt;
|-&lt;br /&gt;
| '''Art History''' || N || 2286 || 4243 || 5006 || 3550 || 3751 || 18836 || 11535 || 2.88 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.13633468 || 22.52601402 || 26.57676789 || 18.84688894 || 19.91399448 ||  || 61.23911659 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Biology''' || N || 27996 || 29338 || 30749 || 33664 || 23049 || 144796 || 88083 || 3.04 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.33478825 || 20.26160944 || 21.23608387 || 23.24926103 || 15.91825741 ||  || 60.83248156 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB''' || N || 44409 || 39682 || 40448 || 32704 || 54450 || 211693 || 124539 || 2.94 || 1.49&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.97802006 || 18.74506951 || 19.10691426 || 15.44878669 || 25.72120949 ||  || 58.83000383 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus BC''' || N || 27949 || 11489 || 12095 || 4090 || 8688 || 64311 || 51533 || 3.71 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.4591283 || 17.86475098 || 18.80704701 || 6.359720732 || 13.50935299 ||  || 80.13092628 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB Subscores''' || N || 32268 || 14168 || 8915 || 4222 || 4738 || 64311 || 55351 || 4.01 || 1.25&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 50.17493119 || 22.0304458 || 13.86232526 || 6.564973333 || 7.367324408 ||  || 86.06770226 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chemistry''' || N || 14820 || 17462 || 22321 || 17928 || 24605 || 97136 || 54603 || 2.79 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.25695931 || 17.97685719 || 22.97912206 || 18.45659694 || 25.3304645 ||  || 56.21293856 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language'''   (Total Group) || N || 2643 || 386 || 146 || 36 || 50 || 3261 || 3175 || 4.7 || 0.74&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 81.04875805 || 11.83685986 || 4.477154247 || 1.103955842 || 1.533272002 ||  || 97.36277216 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language''' (Standard Group)** || N || 177 || 71 || 60 || 24 || 31 || 363 || 308 || 3.93 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 48.76033058 || 19.55922865 || 16.52892562 || 6.611570248 || 8.539944904 ||  || 84.84848485 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' A || N || 2902 || 3434 || 2178 || 1433 || 5102 || 15049 || 8514 || 2.84 || 1.56&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.28367333 || 22.81879195 || 14.47272244 || 9.522227391 || 33.90258489 ||  || 56.57518772 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' AB || N || 1682 || 997 || 926 || 473 || 986 || 5064 || 3605 || 3.38 || 1.5&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.21484992 || 19.68799368 || 18.28593997 || 9.340442338 || 19.47077409 ||  || 71.18878357 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Macro''' || N || 8462 || 14693 || 9881 || 10311 || 16769 || 60116 || 33036 || 2.8 || 1.43&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 14.0761195 || 24.44108058 || 16.43655599 || 17.15183978 || 27.89440415 ||  || 54.95375607 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Micro''' || N || 6080 || 10300 || 7766 || 5459 || 7778 || 37383 || 24146 || 3.04 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.26407725 || 27.55263087 || 20.77414868 || 14.60289436 || 20.80624883 ||  || 64.59085681 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Language''' || N || 25840 || 51720 || 88529 || 85517 || 30624 || 282230 || 166089 || 2.85 || 1.12&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.155653191 || 18.32547922 || 31.36767884 || 30.30046416 || 10.85072459 ||  || 58.84881125 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Literature''' || N || 20829 || 62283 || 99267 || 90050 || 26049 || 298478 || 182379 || 2.87 || 1.06&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.978403768 || 20.86686456 || 33.25772754 || 30.16972775 || 8.727276382 ||  || 61.10299587 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Environmental Science''' || N || 5670 || 12092 || 9383 || 9183 || 16088 || 52416 || 27145 || 2.66 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.81730769 || 23.06929182 || 17.90102259 || 17.51945971 || 30.69291819 ||  || 51.7876221 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''European History''' || N || 10800 || 18314 || 34823 || 10910 || 22195 || 97042 || 63937 || 2.84 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.12920179 || 18.87224089 || 35.8844624 || 11.24255477 || 22.87154016 ||  || 65.88590507 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Total Group)** || N || 2743 || 3655 || 6643 || 4361 || 4307 || 21709 || 13041 || 2.82 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.63531254 || 16.83633516 || 30.60021189 || 20.08844258 || 19.83969782 ||  || 60.0718596 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Standard Group)** || N || 1244 || 2510 || 5331 || 3816 || 3928 || 16829 || 9085 || 2.6 || 1.2&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 7.392001901 || 14.91473052 || 31.67746152 || 22.6751441 || 23.34066195 ||  || 53.98419395 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Literature''' || N || 501 || 487 || 480 || 337 || 263 || 2068 || 1468 || 3.3 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.22630561 || 23.54932302 || 23.21083172 || 16.2959381 || 12.71760155 ||  || 70.98646035 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Total Group)** || N || 1316 || 1160 || 1158 || 1043 || 720 || 5397 || 3634 || 3.24 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.38391699 || 21.49342227 || 21.45636465 || 19.32555123 || 13.34074486 ||  || 67.33370391 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Standard Group)** || N || 342 || 760 || 938 || 885 || 635 || 3560 || 2040 || 2.8 || 1.23&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.606741573 || 21.34831461 || 26.34831461 || 24.85955056 || 17.83707865 ||  || 57.30337079 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics  Comparative''' || N || 2188 || 2635 || 3000 || 3039 || 2496 || 13358 || 7823 || 2.92 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.37969756 || 19.72600689 || 22.45845186 || 22.75041174 || 18.68543195 ||  || 58.56415631 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics United States''' || N || 9705 || 30488 || 43245 || 51620 || 25920 || 160978 || 83438 || 2.67 || 1.13&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.028774118 || 18.93923393 || 26.86391929 || 32.06649356 || 16.1015791 ||  || 51.83192734 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Human Geography''' || N || 3249 || 5183 || 6320 || 4724 || 9529 || 29005 || 14752 || 2.58 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.20151698 || 17.86933287 || 21.78934666 || 16.2868471 || 32.85295639 ||  || 50.86019652 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Total Group) || N || 252 || 209 || 393 || 329 || 459 || 1642 || 854 || 2.67 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.34713764 || 12.72838002 || 23.93422655 || 20.0365408 || 27.95371498 ||  || 52.00974421 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Standard Group)** || N || 85 || 138 || 311 || 292 || 433 || 1259 || 534 || 2.32 || 1.24&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.751389992 || 10.96108022 || 24.70214456 || 23.19301033 || 34.3923749 ||  || 42.41461477 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Total Group)** || N || 724 || 154 || 314 || 152 || 323 || 1667 || 1192 || 3.48 || 1.57&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.43131374 || 9.23815237 || 18.83623275 || 9.118176365 || 19.37612478 ||  || 71.50569886 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Standard Group)** || N || 102 || 66 || 182 || 99 || 218 || 667 || 350 || 2.6 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.29235382 || 9.895052474 || 27.28635682 || 14.84257871 || 32.68365817 ||  || 52.47376312 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Literature''' || N || 508 || 549 || 962 || 612 || 1140 || 3771 || 2019 || 2.65 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 13.47122779 || 14.55847255 || 25.51047468 || 16.22911695 || 30.23070804 ||  || 53.54017502 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Vergil''' || N || 937 || 911 || 1229 || 931 || 921 || 4929 || 3077 || 3 || 1.37&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.00994116 || 18.4824508 || 24.9340637 || 18.88821262 || 18.68533171 ||  || 62.42645567 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' || N || 2210 || 2263 || 3400 || 3517 || 1804 || 13194 || 7873 || 2.97 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.7500379 || 17.15173564 || 25.76928907 || 26.65605578 || 13.67288161 ||  || 59.6710626 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Aural Subscore || N || 2184 || 2296 || 3219 || 3767 || 1728 || 13194 || 7699 || 2.96 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.55297863 || 17.40184933 || 24.39745339 || 28.55085645 || 13.09686221 ||  || 58.35228134 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Nonaural Subscore || N || 2240 || 2305 || 3398 || 3461 || 1790 || 13194 || 7943 || 2.98 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.97741398 || 17.47006215 || 25.75413067 || 26.23162043 || 13.56677278 ||  || 60.20160679 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics B''' || N || 8869 || 9279 || 14931 || 10210 || 11601 || 54890 || 33079 || 2.88 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.15777009 || 16.90471853 || 27.20167608 || 18.60083804 || 21.13499727 ||  || 60.26416469 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C E&amp;amp;M''' || N || 3787 || 2871 || 1354 || 1890 || 1290 || 11192 || 8012 || 3.53 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.83666905 || 25.65225161 || 12.09792709 || 16.88706219 || 11.52609006 ||  || 71.58684775 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C Mechanics''' || N || 6877 || 6669 || 5268 || 3699 || 3801 || 26314 || 18814 || 3.35 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 26.13437714 || 25.34392339 || 20.01976134 || 14.05715589 || 14.44478225 ||  || 71.49806187 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Psychology''' || N || 21833 || 30430 || 23851 || 15902 || 24112 || 116128 || 76114 || 3.09 || 1.41&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 18.80080601 || 26.20384403 || 20.53854368 || 13.69351061 || 20.76329567 ||  || 65.54319372 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Total Group) || N || 20397 || 25383 || 19464 || 17892 || 18063 || 101199 || 65244 || 3.12 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.1553375 || 25.08226366 || 19.23339163 || 17.6800166 || 17.8489906 ||  || 64.4709928 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Standard Group)** || N || 4299 || 8269 || 8085 || 9230 || 11290 || 41173 || 20653 || 2.64 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.44130862 || 20.0835499 || 19.63665509 || 22.41760377 || 27.42088262 ||  || 50.16151361 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Literature''' || N || 1757 || 3464 || 4207 || 2277 || 3616 || 15321 || 9428 || 2.83 || 1.32&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.46791985 || 22.60949024 || 27.45904314 || 14.86195418 || 23.60159259 ||  || 61.53645323 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Statistics''' || N || 11643 || 21076 || 24922 || 16755 || 23637 || 98033 || 57641 || 2.8 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.87661298 || 21.49888303 || 25.42205176 || 17.09118358 || 24.11126865 ||  || 58.79754776 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art Drawing''' || N || 1681 || 2470 || 5043 || 3546 || 818 || 13558 || 9194 || 3.05 || 1.09&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.39858386 || 18.21802626 || 37.19575159 || 26.15430004 || 6.03333825 ||  || 67.81236171 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 2-D Design''' || N || 1494 || 2861 || 4665 || 3674 || 716 || 13410 || 9020 || 3.06 || 1.07&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.1409396 || 21.33482476 || 34.78747204 || 27.39746458 || 5.339299031 ||  || 67.26323639 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 3-D Design''' || N || 223 || 324 || 935 || 665 || 173 || 2320 || 1482 || 2.9 || 1.05&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.612068966 || 13.96551724 || 40.30172414 || 28.6637931 || 7.456896552 ||  || 63.87931034 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''United States History''' || N || 37110 || 66325 || 74153 || 87268 || 68706 || 333562 || 177588 || 2.75 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.125368 || 19.88385967 || 22.23064977 || 26.16245256 || 20.59767 ||  || 53.23987744 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''World History''' || N || 11461 || 17183 || 26616 || 24773 || 21942 || 101975 || 55260 || 2.72 || 1.28&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;hr&amp;gt;&lt;br /&gt;
* SOCR Home page: http://www.socr.ucla.edu&lt;br /&gt;
&lt;br /&gt;
{{translate|pageName=http://wiki.stat.ucla.edu/socr/index.php?title=SOCR_Data_Dinov_030708_APExamScores}}&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11365</id>
		<title>SOCR Data Dinov 030708 APExamScores</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11365"/>
		<updated>2011-10-31T18:18:24Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* 2007 AP Exam Scores (Genders and Grace Levels) */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== [[SOCR_Data |SOCR Data]] - 2007 Advanced Placement (AP) Exam Scores by Discipline==&lt;br /&gt;
&lt;br /&gt;
===Data Description===&lt;br /&gt;
* '''Source''': [http://professionals.collegeboard.com/data-reports-research/ap/data-2007 The College Board AP Results for 2007].&lt;br /&gt;
&lt;br /&gt;
* '''Summary''':&lt;br /&gt;
[[Image:SOCR_Data_Dinov_APExams_062408_Fig1.png|150px|thumbnail|right| [http://www.hoover.org/publications/ednext/3260116.html AP Exams] ]]&lt;br /&gt;
&lt;br /&gt;
: The goals of collecting this data on AP exam scores by discipline was to gauge the individual success on an AP Exam in 2007. Most students view a grade of 3 or higher as a successful grade (grade range {1 (worst), 2, 3, 4, 5(best)}. Of interest was to evaluate the performance for each grade level, type of school, or geographic location.&lt;br /&gt;
&lt;br /&gt;
: This table reflects 2,533,431 AP Examinations taken by 1,464,254 students from 16,464 secondary schools.&lt;br /&gt;
&lt;br /&gt;
: Standard students generally receive most of their foreign language training in U.S. schools. They did not indicate on their answer sheet that they regularly speak or hear the foreign language of the examination, or that they have lived for one month or more   in a country where the language is spoken.&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Genders and Grace Levels)===&lt;br /&gt;
The table below contains the raw numbers of students taking different AP exams, their scores and grade levels and genders.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || colspan=&amp;quot;5&amp;quot; |Examination Grade||colspan=&amp;quot;4&amp;quot;|Summary Statistics||colspan=&amp;quot;7&amp;quot;|Grade Level||colspan=&amp;quot;2&amp;quot;|Gender&lt;br /&gt;
|-&lt;br /&gt;
|5||4||3||2||1||Number of Students||3 or Higher%||Mean Grade||Standard Deviation||9th Grade||10th Grade||11th Grade||12th Grade||Not HS||&amp;lt;9th Grade||Other||Male||Female&lt;br /&gt;
|-&lt;br /&gt;
| Biology||27996||29338||30749||33664||23049||144796||88083||3.04||1.36||1368||13311||54119||70493||85||24||5396||60597||84199&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB||44409||39682||40448||32704||54450||211693||124539||2.94||1.49||190||2655||38717||162361||484||30||7256||109095||102598&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB Subscores||32268||14168||8915||4222||4738||64311||55351||4.01||1.25||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Calculus BC||27949||11489||12095||4090||8688||64311||51533||3.71||1.42||121||1255||14142||46713||134||15||1931||38028||26283&lt;br /&gt;
|-&lt;br /&gt;
| Chemistry||14820||17462||22321||17928||24605||97136||54603||2.79||1.39||50||5550||50226||37751||220||5||3334||51743||45393&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Standard Group)**||177||71||60||24||31||363||308||3.93||1.30||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Total Group)**||2643||386||146||36||50||3261||3175||4.70||0.74||80||367||1193||1453||5||7||156||1482||1779&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science A||2902||3434||2178||1433||5102||15049||8514||2.84||1.56||215||2508||5539||6274||13||3||497||12282||2767&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science AB||1682||997||926||473||986||5064||3605||3.38||1.50||43||599||2024||2246||13||5||134||4461||603&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Macro||8462||14693||9881||10311||16769||60116||33036||2.80||1.43||109||876||6684||49818||245||2||2382||32931||27185&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Micro||6080||10300||7766||5459||7778||37383||24146||3.04||1.38||24||1109||5589||29006||228||2||1425||21438||15945&lt;br /&gt;
|-&lt;br /&gt;
| English Language||25840||51720||88529||85517||30624||282230||166089||2.85||1.12||90||4346||229191||37769||64||3||10767||104425||177805&lt;br /&gt;
|-&lt;br /&gt;
| English Literature||20829||62283||99267||90050||26049||298478||182379||2.87||1.06||20||651||23745||262341||151||4||11566||108109||190369&lt;br /&gt;
|-&lt;br /&gt;
| Environmental Science||5670||12092||9383||9183||16088||52416||27145||2.66||1.40||728||2068||17448||29665||45||0||2462||23129||29287&lt;br /&gt;
|-&lt;br /&gt;
| European History||10800||18314||34823||10910||22195||97042||63937||2.84||1.28||419||48885||15659||28580||36||1||3462||45075||51967&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Standard Group)**||1244||2510||5331||3816||3928||16829||9085||2.60||1.20||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Total Group)**||2743||3655||6643||4361||4307||21709||13041||2.82||1.28||162||1119||5943||13555||13||84||833||6535||15174&lt;br /&gt;
|-&lt;br /&gt;
| French Literature||501||487||480||337||263||2068||1468||3.30||1.34||10||111||489||1360||2||0||96||594||1474&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Standard Group)**||342||760||938||885||635||3560||2040||2.80||1.23||.||.||.||.||.||.||.||.||&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Total Group)**||1316||1160||1158||1043||720||5397||3634||3.24||1.36||80||302||1273||3505||12||39||186||2778||2619&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics Comparative||2188||2635||3000||3039||2496||13358||7823||2.92||1.35||8||711||2285||9745||15||0||594||6986||6372&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics United States||9705||30488||43245||51620||25920||160978||83438||2.67||1.13||946||8258||16900||128710||55||6||6103||75427||85551&lt;br /&gt;
|-&lt;br /&gt;
| Human Geography||3249||5183||6320||4724||9529||29005||14752||2.58||1.39||12546||5219||3874||6229||10||2||1125||13182||15823&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Standard Group)**||85||138||311||292||433||1259||534||2.32||1.24||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Total Group)**||252||209||393||329||459||1642||854||2.67||1.40||8||27||263||1267||6||0||71||582||1060&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Standard Group)**||102||66||182||99||218||667||350||2.60||1.42||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Total Group)**||724||154||314||152||323||1667||1192||3.48||1.57||31||96||456||1026||3||2||53||773||894&lt;br /&gt;
|-&lt;br /&gt;
| Latin Literature||508||549||962||612||1140||3771||2019||2.65||1.39||11||156||1564||1920||3||1||116||1766||2005&lt;br /&gt;
|-&lt;br /&gt;
| Latin Vergil||937||911||1229||931||921||4929||3077||3||1.37||36||313||2112||2299||1||1||167||2578||2351&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory||2210||2263||3400||3517||1804||13194||7873||2.97||1.29||105||1175||4239||7189||12||15||459||7507||5687&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Aural Subscore||2184||2296||3219||3767||1728||13194||7699||2.96||1.28||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Nonaural Subscore||2240||2305||3398||3461||1790||13194||7943||2.98||1.29||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Physics B||8869||9279||14931||10210||11601||54890||33079||2.88||1.35||103||1144||19411||32138||77||24||1993||35711||19179&lt;br /&gt;
|-&lt;br /&gt;
| Physics C E&amp;amp;M||3787||2871||1354||1890||1290||11192||8012||3.53||1.40||5||132||1275||9370||83||5||322||8678||2514&lt;br /&gt;
|-&lt;br /&gt;
| Physics C Mechanics||6877||6669||5268||3699||3801||26314||18814||3.35||1.38||8||218||3498||21651||99||9||831||19291||7023&lt;br /&gt;
|-&lt;br /&gt;
| Psychology||21833||30430||23851||15902||24112||116128||76114||3.09||1.41||123||3329||37075||70456||88||5||5052||40920||75208&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Standard Group)**||4299||8269||8085||9230||11290||41173||20653||2.64||1.34||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Total Group)**||20397||25383||19464||17892||18063||101199||65244||3.12||1.39||2677||11677||35429||43772||133||2864||4647||36166||65033&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Literature||1757||3464||4207||2277||3616||15321||9428||2.83||1.32||129||1114||4541||8598||7||0||932||5100||10221&lt;br /&gt;
|-&lt;br /&gt;
| Statistics||11643||21076||24922||16755||23637||98033||57641||2.80||1.34||117||3964||18782||71348||193||10||3619||48854||49179&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 2-D Design||1494||2861||4665||3674||716||13410||9020||3.06||1.07||16||212||2314||10169||22||1||676||3895||9515&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 3-D Design||223||324||935||665||173||2320||1482||2.90||1.05||5||41||300||1822||5||0||147||823||1497&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art Drawing||1681||2470||5043||3546||818||13558||9194||3.05||1.09||8||316||2506||10012||22||0||694||3964||9594&lt;br /&gt;
|-&lt;br /&gt;
| United States History||37110||66325||74153||87268||68706||333562||177588||2.75||1.29||354||27033||277343||17332||40||10||11450||151569||181993&lt;br /&gt;
|-&lt;br /&gt;
| World History||11461||17183||26616||24773||21942||101975||55260||2.72||1.28||4685||78011||10172||5561||19||4||3523||45716||56259&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution===&lt;br /&gt;
The table below contains the numbers and scores of US students taking different AP exams.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || rowspan=&amp;quot;2&amp;quot;|Examination Grade||colspan=&amp;quot;2&amp;quot;|Gender||colspan=&amp;quot;9&amp;quot;|Ethnic Group||rowspan=&amp;quot;2&amp;quot;|Total&lt;br /&gt;
|-&lt;br /&gt;
|Male||Female||Not Stated||American Indian||Asian||Black||Mexican American||Other||Other Hispanic||Puerto Rican||White&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Art History||5||730||1469||86||8||352||28||45||122||64||8||1486||2199&lt;br /&gt;
|-&lt;br /&gt;
| 4||1377||2763||160||14||670||74||138||223||213||18||2630||4140&lt;br /&gt;
|-&lt;br /&gt;
| 3||1614||3288||190||25||711||141||211||242||348||37||2997||4902&lt;br /&gt;
|-&lt;br /&gt;
| 2||1141||2332||124||16||511||145||223||163||291||35||1965||3473&lt;br /&gt;
|-&lt;br /&gt;
| 1||1296||2403||162||22||499||279||347||152||461||41||1736||3699&lt;br /&gt;
|-&lt;br /&gt;
| Total||6158||12255||722||85||2743||667||964||902||1377||139||10814||18413&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.85||2.88||2.84||2.65||2.95||2.14||2.29||3.00||2.37||2.40||3.02||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Biology||5||13617||13318||731||51||7032||398||317||1150||560||96||16600||26935&lt;br /&gt;
|-&lt;br /&gt;
| 4||13026||15463||771||100||5569||808||526||1223||726||132||18634||28489&lt;br /&gt;
|-&lt;br /&gt;
| 3||12717||17312||833||140||4954||1143||824||1177||988||182||19788||30029&lt;br /&gt;
|-&lt;br /&gt;
| 2||12309||20768||997||193||4740||2089||1555||1303||1481||272||20447||33077&lt;br /&gt;
|-&lt;br /&gt;
| 1||7354||15437||737||152||2920||3585||2174||893||1965||283||10082||22791&lt;br /&gt;
|-&lt;br /&gt;
| Total||59023||82298||4069||636||25215||8023||5396||5746||5720||965||85551||141321&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.22||2.88||2.94||2.54||3.36||2.05||2.12||3.08||2.38||2.47||3.13||3.03&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus AB||5||25366||16543||962||84||8008||512||617||1202||901||115||29508||41909&lt;br /&gt;
|-&lt;br /&gt;
| 4||20395||17916||897||110||6279||853||798||1178||947||135||27114||38311&lt;br /&gt;
|-&lt;br /&gt;
| 3||19533||19635||983||154||6015||1213||1298||1191||1216||180||26918||39168&lt;br /&gt;
|-&lt;br /&gt;
| 2||15484||16379||749||143||4744||1417||1445||1007||1231||172||20955||31863&lt;br /&gt;
|-&lt;br /&gt;
| 1||24230||29065||1438||332||6876||5334||4557||1563||3312||405||29478||53295&lt;br /&gt;
|-&lt;br /&gt;
| Total||105008||99538||5029||823||31922||9329||8715||6141||7607||1007||133973||204546&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.07||2.76||2.84||2.36||3.12||1.91||2.02||2.91||2.33||2.39||3.05||2.92&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus BC||5||17507||9396||654||53||8045||247||296||918||462||80||16148||26903&lt;br /&gt;
|-&lt;br /&gt;
| 4||6460||4771||268||25||2876||219||180||415||272||38||6938||11231&lt;br /&gt;
|-&lt;br /&gt;
| 3||6450||5410||276||25||2939||306||333||384||337||42||7218||11860&lt;br /&gt;
|-&lt;br /&gt;
| 2||2091||1944||104||18||965||138||146||138||128||17||2381||4035&lt;br /&gt;
|-&lt;br /&gt;
| 1||4382||4203||223||33||1969||494||442||323||393||30||4678||8585&lt;br /&gt;
|-&lt;br /&gt;
| Total||36890||25724||1525||154||16794||1404||1397||2178||1592||207||37363||62614&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.83||3.51||3.67||3.31||3.84||2.71||2.82||3.67||3.18||3.58||3.74||3.70&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chemistry||5||9090||4631||348||25||4372||153||104||486||204||35||7994||13721&lt;br /&gt;
|-&lt;br /&gt;
| 4||9620||6935||446||38||4151||316||207||572||322||53||10450||16555&lt;br /&gt;
|-&lt;br /&gt;
| 3||11583||9871||542||85||4371||569||432||823||552||97||13983||21454&lt;br /&gt;
|-&lt;br /&gt;
| 2||8607||8788||424||76||3034||689||499||599||559||99||11416||17395&lt;br /&gt;
|-&lt;br /&gt;
| 1||10549||13633||653||144||3535||2475||1701||945||1450||205||13074||24182&lt;br /&gt;
|-&lt;br /&gt;
| Total||49449||43858||2413||368||19463||4202||2943||3425||3087||489||56917||93307&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.55||2.76||2.25||3.14||1.81||1.82||2.72||2.12||2.21||2.80||2.77&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chinese Lang &amp;amp; Cultures||5||854||1118||77||.||1857||.||.||20||.||.||16||1972&lt;br /&gt;
|-&lt;br /&gt;
| 4||145||158||8||.||264||.||.||7||.||.||23||303&lt;br /&gt;
|-&lt;br /&gt;
| 3||65||48||11||.||76||3||.||3||.||.||19||113&lt;br /&gt;
|-&lt;br /&gt;
| 2||14||16||1||.||14||.||.||3||.||.||10||30&lt;br /&gt;
|-&lt;br /&gt;
| 1||17||25||.||.||18||2||.||1||.||.||16||42&lt;br /&gt;
|-&lt;br /&gt;
| Total||1095||1365||97||4||2229||5||4||34||3||.||84||2460&lt;br /&gt;
|-&lt;br /&gt;
| Mean||4.65||4.71||4.66||.||4.76||2.20||.||4.24||.||.||3.15||4.68&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science A||5||2386||396||51||6||717||25||25||102||51||12||1793||2782&lt;br /&gt;
|-&lt;br /&gt;
| 4||2810||491||81||8||782||56||60||124||91||14||2085||3301&lt;br /&gt;
|-&lt;br /&gt;
| 3||1726||375||48||12||485||46||51||73||61||12||1313||2101&lt;br /&gt;
|-&lt;br /&gt;
| 2||1119||261||25||6||296||41||43||59||50||11||849||1380&lt;br /&gt;
|-&lt;br /&gt;
| 1||3823||1142||144||22||1039||472||250||216||312||34||2476||4965&lt;br /&gt;
|-&lt;br /&gt;
| Total||11864||2665||349||54||3319||640||429||574||565||83||8516||14529&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.90||2.53||2.63||2.44||2.95||1.63||1.99||2.72||2.15||2.51||2.98||2.83&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science AB||5||1433||179||33||2||444||15||12||63||18||6||1019||1612&lt;br /&gt;
|-&lt;br /&gt;
| 4||831||129||10||2||247||10||17||31||14||3||626||960&lt;br /&gt;
|-&lt;br /&gt;
| 3||787||105||29||1||248||13||11||43||21||2||524||892&lt;br /&gt;
|-&lt;br /&gt;
| 2||401||53||18||2||128||10||3||16||14||2||261||454&lt;br /&gt;
|-&lt;br /&gt;
| 1||820||125||27||6||224||29||32||38||32||4||553||945&lt;br /&gt;
|-&lt;br /&gt;
| Total||4272||591||117||13||1291||77||75||191||99||17||2983||4863&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.39||3.31||3.03||2.38||3.43||2.64||2.65||3.34||2.72||3.29||3.43||3.38&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Macro||5||5037||2469||189||14||1819||68||111||278||189||20||4818||7506&lt;br /&gt;
|-&lt;br /&gt;
| 4||8373||5251||374||36||2698||279||303||495||505||47||8887||13624&lt;br /&gt;
|-&lt;br /&gt;
| 3||5234||4058||241||32||1644||313||360||341||409||44||5908||9292&lt;br /&gt;
|-&lt;br /&gt;
| 2||5146||4718||301||34||1617||402||542||364||529||75||6000||9864&lt;br /&gt;
|-&lt;br /&gt;
| 1||7212||9203||502||83||2015||1687||1746||586||1805||178||7813||16415&lt;br /&gt;
|-&lt;br /&gt;
| Total||31002||25699||1607||199||9793||2749||3062||2064||3437||364||33426||56701&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.50||2.66||2.32||3.07||1.78||1.85||2.77||2.05||2.05||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Micro||5||3697||1401||152||9||1261||44||49||193||78||10||3302||5098&lt;br /&gt;
|-&lt;br /&gt;
| 4||5791||3369||260||20||1871||177||175||340||249||32||6036||9160&lt;br /&gt;
|-&lt;br /&gt;
| 3||4012||3090||209||20||1242||226||209||264||249||47||4636||7102&lt;br /&gt;
|-&lt;br /&gt;
| 2||2654||2457||157||18||788||238||234||182||189||32||3273||5111&lt;br /&gt;
|-&lt;br /&gt;
| 1||3360||4115||247||26||950||960||635||266||619||132||3640||7475&lt;br /&gt;
|-&lt;br /&gt;
| Total||19514||14432||1025||93||6112||1645||1302||1245||1384||253||20887||33946&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.20||2.69||2.92||2.66||3.28||1.85||2.05||3.01||2.26||2.04||3.10||2.98&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lang &amp;amp; Composition||5||10163||15274||704||62||3680||402||333||1100||609||92||18455||25437&lt;br /&gt;
|-&lt;br /&gt;
| 4||19690||31194||1382||209||6156||1281||1189||2043||1592||231||36801||50884&lt;br /&gt;
|-&lt;br /&gt;
| 3||31986||55167||2391||476||9374||3941||3697||3206||3726||566||59776||87153&lt;br /&gt;
|-&lt;br /&gt;
| 2||29442||54801||2560||663||8342||7901||7949||3130||6296||804||46598||84243&lt;br /&gt;
|-&lt;br /&gt;
| 1||11540||18709||1035||300||2122||6162||4937||989||3997||342||10365||30249&lt;br /&gt;
|-&lt;br /&gt;
| Total||102821||175145||8072||1710||29674||19687||18105||10468||16220||2035||171995||277966&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.83||2.77||2.46||3.03||2.08||2.12||2.92||2.29||2.47||3.04||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lit &amp;amp; Composition||5||6482||13815||645||39||2628||264||237||871||365||72||15176||20297&lt;br /&gt;
|-&lt;br /&gt;
| 4||21394||39453||1737||213||6731||1413||1054||2151||1495||252||45801||60847&lt;br /&gt;
|-&lt;br /&gt;
| 3||35632||61469||2744||470||9489||4196||3090||3162||3487||644||69819||97101&lt;br /&gt;
|-&lt;br /&gt;
| 2||32099||56235||2574||651||8637||9177||6305||3068||5555||934||51433||88334&lt;br /&gt;
|-&lt;br /&gt;
| 1||10314||15424||855||254||2138||6879||3148||857||2974||357||8276||25738&lt;br /&gt;
|-&lt;br /&gt;
| Total||105921||186396||8555||1627||29623||21929||13834||10109||13876||2259||190505||292317&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.83||2.89||2.85||2.47||2.97||2.04||2.20||2.91||2.33||2.45||3.04||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Environmental Science||5||3313||2270||177||10||824||53||69||205||123||21||4101||5583&lt;br /&gt;
|-&lt;br /&gt;
| 4||6146||5798||365||36||1420||246||244||460||401||61||8711||11944&lt;br /&gt;
|-&lt;br /&gt;
| 3||4264||5029||285||35||1054||314||244||369||358||53||6581||9293&lt;br /&gt;
|-&lt;br /&gt;
| 2||3682||5421||300||50||973||416||323||336||479||61||6165||9103&lt;br /&gt;
|-&lt;br /&gt;
| 1||5464||10511||560||94||1593||1951||1072||644||1520||181||8360||15975&lt;br /&gt;
|-&lt;br /&gt;
| Total||22869||29029||1687||225||5864||2980||1952||2014||2881||377||33918||51898&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.45||2.58||2.19||2.81||1.67||1.93||2.63||2.00||2.15||2.82||2.65&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|European History||5||5633||4933||301||19||1662||109||120||425||262||29||7639||10566&lt;br /&gt;
|-&lt;br /&gt;
| 4||9106||8811||527||61||2481||304||275||753||508||78||12930||17917&lt;br /&gt;
|-&lt;br /&gt;
| 3||16137||18077||986||139||4169||939||881||1393||1098||181||24428||34214&lt;br /&gt;
|-&lt;br /&gt;
| 2||4661||6079||324||56||1271||438||408||401||455||74||7313||10740&lt;br /&gt;
|-&lt;br /&gt;
| 1||8737||13161||730||116||2377||1761||1557||927||1364||227||12839||21898&lt;br /&gt;
|-&lt;br /&gt;
| Total||44274||51061||2868||391||11960||3551||3241||3899||3687||589||65149||95335&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.73||2.77||2.52||2.98||2.03||2.07||2.83||2.42||2.33||2.93||2.84&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Language||5||701||1450||91||1||201||144||23||170||87||6||1428||2151&lt;br /&gt;
|-&lt;br /&gt;
| 4||884||2221||114||4||374||182||58||220||111||10||2032||3105&lt;br /&gt;
|-&lt;br /&gt;
| 3||1810||4237||193||10||783||302||180||298||273||7||4001||6047&lt;br /&gt;
|-&lt;br /&gt;
| 2||1161||2981||163||12||498||204||181||180||191||7||2706||4142&lt;br /&gt;
|-&lt;br /&gt;
| 1||1286||2924||134||12||466||300||329||188||308||25||2448||4210&lt;br /&gt;
|-&lt;br /&gt;
| Total||5842||13813||695||39||2322||1132||771||1056||970||55||12615||19655&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.73||2.81||2.23||2.72||2.70||2.05||3.00||2.46||2.36||2.78||2.74&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Literature||5||118||314||28||.||44||13||6||28||14||2||297||432&lt;br /&gt;
|-&lt;br /&gt;
| 4||114||319||16||.||53||23||4||24||11||2||300||433&lt;br /&gt;
|-&lt;br /&gt;
| 3||121||322||24||.||50||27||5||25||17||||294||443&lt;br /&gt;
|-&lt;br /&gt;
| 2||101||217||14||.||38||17||10||20||13||1||205||318&lt;br /&gt;
|-&lt;br /&gt;
| 1||85||166||7||.||24||17||3||12||20||1||167||251&lt;br /&gt;
|-&lt;br /&gt;
| Total||539||1338||89||1||209||97||28||109||75||6||1263||1877&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.15||3.30||3.49||.||3.26||2.98||3.00||3.33||2.81||3.50||3.28||3.25&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|German Language||5||464||510||39||2||48||18||1||44||13||1||808||974&lt;br /&gt;
|-&lt;br /&gt;
| 4||533||530||25||4||72||14||10||46||20||1||871||1063&lt;br /&gt;
|-&lt;br /&gt;
| 3||600||516||29||3||67||15||9||37||24||3||929||1116&lt;br /&gt;
|-&lt;br /&gt;
| 2||530||499||30||3||62||11||16||39||19||6||843||1029&lt;br /&gt;
|-&lt;br /&gt;
| 1||415||298||20||7||44||30||24||24||30||5||529||713&lt;br /&gt;
|-&lt;br /&gt;
| Total||2542||2353||143||19||293||88||60||190||106||16||3980||4895&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.19||3.23||2.53||3.06||2.76||2.13||3.25||2.69||2.19||3.15||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics Comp||5||1256||784||60||2||281||28||29||78||62||8||1492||2040&lt;br /&gt;
|-&lt;br /&gt;
| 4||1461||1057||92||11||340||47||50||106||77||11||1784||2518&lt;br /&gt;
|-&lt;br /&gt;
| 3||1488||1390||104||17||344||90||61||134||103||23||2002||2878&lt;br /&gt;
|-&lt;br /&gt;
| 2||1481||1456||85||10||322||156||81||148||127||17||1991||2937&lt;br /&gt;
|-&lt;br /&gt;
| 1||1072||1382||106||22||262||262||134||114||147||24||1383||2454&lt;br /&gt;
|-&lt;br /&gt;
| Total||6758||6069||447||62||1549||583||355||580||516||83||8652||12827&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.74||2.81||2.37||3.04||2.01||2.32||2.80||2.57||2.54||3.00||2.90&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics US||5||5392||4272||267||18||1341||127||138||359||186||25||7203||9664&lt;br /&gt;
|-&lt;br /&gt;
| 4||16375||13992||829||100||3901||580||624||1113||825||131||22264||30367&lt;br /&gt;
|-&lt;br /&gt;
| 3||21584||21509||1101||179||5304||1464||1385||1518||1544||242||30356||43093&lt;br /&gt;
|-&lt;br /&gt;
| 2||22468||28942||1483||279||6275||3227||3145||1925||2815||401||31860||51410&lt;br /&gt;
|-&lt;br /&gt;
| 1||9325||16487||757||160||2885||4032||3439||972||3194||304||10069||25812&lt;br /&gt;
|-&lt;br /&gt;
| Total||75144||85202||4437||736||19706||9430||8731||5887||8564||1103||101752||160346&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.81||2.54||2.63||2.37||2.72||1.89||1.96||2.65||2.07||2.25||2.85||2.67&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Human Geography||5||1765||1310||72||10||446||69||44||122||96||17||2199||3075&lt;br /&gt;
|-&lt;br /&gt;
| 4||2538||2491||145||16||639||184||89||187||228||22||3519||5029&lt;br /&gt;
|-&lt;br /&gt;
| 3||2929||3260||169||21||676||323||170||252||411||63||4104||6189&lt;br /&gt;
|-&lt;br /&gt;
| 2||2019||2627||140||24||448||386||210||176||350||60||2852||4646&lt;br /&gt;
|-&lt;br /&gt;
| 1||3614||5834||329||44||710||1843||645||385||949||196||4347||9448&lt;br /&gt;
|-&lt;br /&gt;
| Total||12865||15522||855||115||2919||2805||1158||1122||2034||358||17021||28387&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.41||2.40||2.34||2.88||1.66||1.86||2.54||2.10||1.89||2.79||2.56&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Italian Language||5||73||122||6||.||5||2||4||11||32||2||131||195&lt;br /&gt;
|-&lt;br /&gt;
| 4||61||127||8||.||2||2||9||8||41||1||117||188&lt;br /&gt;
|-&lt;br /&gt;
| 3||127||258||11||.||23||3||13||13||63||7||252||385&lt;br /&gt;
|-&lt;br /&gt;
| 2||114||214||12||.||16||5||7||12||41||5||230||328&lt;br /&gt;
|-&lt;br /&gt;
| 1||172||287||19||.||18||9||11||14||27||9||352||459&lt;br /&gt;
|-&lt;br /&gt;
| Total||547||1008||56||2||64||21||44||58||204||24||1082||1555&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.54||2.59||2.46||.||2.38||2.19||2.73||2.83||3.05||2.25||2.49||2.57&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Japanese Lang &amp;amp; Culture||5||210||226||18||.||351||1||||30||1||.||34||436&lt;br /&gt;
|-&lt;br /&gt;
| 4||63||66||6||.||79||1||1||5||2||.||34||129&lt;br /&gt;
|-&lt;br /&gt;
| 3||131||171||15||.||172||9||4||13||4||.||85||302&lt;br /&gt;
|-&lt;br /&gt;
| 2||68||79||4||.||67||7||1||13||1||.||54||147&lt;br /&gt;
|-&lt;br /&gt;
| 1||163||151||13||.||116||9||7||18||12||.||136||314&lt;br /&gt;
|-&lt;br /&gt;
| Total||635||693||56||1||785||27||13||79||20||4||343||1328&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.14||3.20||3.21||.||3.61||2.19||1.92||3.20||1.95||.||2.35||3.17&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Literature||5||239||265||18||1||92||10||3||22||7||2||349||504&lt;br /&gt;
|-&lt;br /&gt;
| 4||243||302||18||||83||17||3||27||3||1||393||545&lt;br /&gt;
|-&lt;br /&gt;
| 3||450||503||31||2||117||27||12||41||10||1||712||953&lt;br /&gt;
|-&lt;br /&gt;
| 2||276||332||23||3||60||21||11||22||7||.||461||608&lt;br /&gt;
|-&lt;br /&gt;
| 1||553||585||35||7||134||42||17||46||41||5||811||1138&lt;br /&gt;
|-&lt;br /&gt;
| Total||1761||1987||125||13||486||117||46||158||68||9||2726||3748&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.62||2.66||2.69||1.85||2.87||2.42||2.22||2.73||1.94||2.44||2.64||2.64&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Vergil||5||489||436||32||.||136||16||6||48||11||1||675||925&lt;br /&gt;
|-&lt;br /&gt;
| 4||512||393||36||4||109||15||6||42||12||4||677||905&lt;br /&gt;
|-&lt;br /&gt;
| 3||646||582||34||6||137||28||12||49||21||5||936||1228&lt;br /&gt;
|-&lt;br /&gt;
| 2||475||453||26||5||77||28||16||34||23||3||716||928&lt;br /&gt;
|-&lt;br /&gt;
| 1||449||471||40||8||66||32||26||28||22||1||697||920&lt;br /&gt;
|-&lt;br /&gt;
| Total||2571||2335||168||23||525||119||66||201||89||14||3701||4906&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.94||2.96||2.26||3.33||2.62||2.24||3.24||2.63||3.07||2.98||3.00&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Music Theory||5||1359||779||73||5||334||32||21||57||38||8||1570||2138&lt;br /&gt;
|-&lt;br /&gt;
| 4||1277||946||72||10||299||52||35||64||40||12||1639||2223&lt;br /&gt;
|-&lt;br /&gt;
| 3||1880||1482||86||20||380||102||67||104||126||32||2445||3362&lt;br /&gt;
|-&lt;br /&gt;
| 2||1886||1596||119||18||362||224||109||127||153||41||2329||3482&lt;br /&gt;
|-&lt;br /&gt;
| 1||1011||777||64||15||146||249||82||62||165||30||975||1788&lt;br /&gt;
|-&lt;br /&gt;
| Total||7413||5580||414||68||1521||659||314||414||522||123||8958||12993&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.88||2.93||2.59||3.21||2.08||2.38||2.82||2.30||2.41||3.06||2.96&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics B||5||6142||1856||203||20||2031||54||69||288||137||28||5168||7998&lt;br /&gt;
|-&lt;br /&gt;
| 4||6279||2507||235||27||1750||133||128||276||194||35||6008||8786&lt;br /&gt;
|-&lt;br /&gt;
| 3||9545||4884||406||42||2664||310||364||510||396||60||9677||14429&lt;br /&gt;
|-&lt;br /&gt;
| 2||6085||3896||257||43||1755||414||384||315||403||63||6347||9981&lt;br /&gt;
|-&lt;br /&gt;
| 1||6148||5293||340||74||1810||1137||1112||431||882||89||5566||11441&lt;br /&gt;
|-&lt;br /&gt;
| Total||34199||18436||1441||206||10010||2048||2057||1820||2012||275||32766||52635&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.55||2.79||2.40||3.04||1.81||1.86||2.82||2.16||2.45||2.97||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Elec &amp;amp; Magnet||5||2971||616||97||7||1107||28||23||120||59||5||2141||3587&lt;br /&gt;
|-&lt;br /&gt;
| 4||2143||622||70||13||755||40||31||101||59||9||1687||2765&lt;br /&gt;
|-&lt;br /&gt;
| 3||987||332||28||3||351||32||29||37||22||6||811||1319&lt;br /&gt;
|-&lt;br /&gt;
| 2||1339||503||61||5||425||47||34||56||48||8||1158||1842&lt;br /&gt;
|-&lt;br /&gt;
| 1||918||357||39||3||306||40||40||47||64||5||731||1275&lt;br /&gt;
|-&lt;br /&gt;
| Total||8358||2430||295||31||2944||187||157||361||252||33||6528||10788&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.59||3.26||3.42||3.52||3.66||2.83||2.76||3.53||3.00||3.03||3.51||3.51&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Mechanics||5||5252||1252||166||16||1894||45||52||207||107||18||3999||6504&lt;br /&gt;
|-&lt;br /&gt;
| 4||4847||1634||188||12||1490||74||76||218||138||26||4259||6481&lt;br /&gt;
|-&lt;br /&gt;
| 3||3789||1381||137||26||1034||106||102||157||134||19||3455||5170&lt;br /&gt;
|-&lt;br /&gt;
| 2||2478||1163||93||24||703||119||97||108||144||23||2330||3641&lt;br /&gt;
|-&lt;br /&gt;
| 1||2328||1430||109||20||771||270||230||136||226||25||1971||3758&lt;br /&gt;
|-&lt;br /&gt;
| Total||18694||6860||693||98||5892||614||557||826||749||111||16014||25554&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.44||3.02||3.30||2.80||3.51||2.19||2.32||3.31||2.67||2.90||3.37||3.33&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Psychology||5||7439||13750||589||59||3260||384||233||783||575||101||15205||21189&lt;br /&gt;
|-&lt;br /&gt;
| 4||10963||18770||844||125||3776||1064||545||1127||1110||184||20958||29733&lt;br /&gt;
|-&lt;br /&gt;
| 3||8488||14926||656||117||2645||1212||597||847||1008||183||16149||23414&lt;br /&gt;
|-&lt;br /&gt;
| 2||5378||10244||466||77||1664||1196||548||568||839||138||10126||15622&lt;br /&gt;
|-&lt;br /&gt;
| 1||7682||15958||818||124||2521||3665||1469||945||2098||283||11717||23640&lt;br /&gt;
|-&lt;br /&gt;
| Total||39950||73648||3373||502||13866||7521||3392||4270||5630||889||74155||113598&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.13||3.06||2.98||2.84||3.26||2.11||2.27||3.06||2.51||2.64||3.24||3.08&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Language||5||6585||13170||529||6||809||91||7237||416||6845||356||3466||19755&lt;br /&gt;
|-&lt;br /&gt;
| 4||8649||16516||790||22||1334||228||8890||543||6575||461||6322||25165&lt;br /&gt;
|-&lt;br /&gt;
| 3||6886||12473||598||32||1211||314||6239||468||4108||331||6058||19359&lt;br /&gt;
|-&lt;br /&gt;
| 2||6435||11365||580||43||1327||458||4785||483||3121||303||6700||17800&lt;br /&gt;
|-&lt;br /&gt;
| 1||7121||10879||642||56||1388||1210||3488||549||2397||274||7996||18000&lt;br /&gt;
|-&lt;br /&gt;
| Total||35676||64403||3139||159||6069||2301||30639||2459||23046||1725||30542||100079&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.03||3.15||2.99||2.24||2.81||1.93||3.38||2.92||3.54||3.19||2.69||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Literature||5||452||1057||47||1||78||9||413||40||536||17||368||1509&lt;br /&gt;
|-&lt;br /&gt;
| 4||946||2324||104||1||148||24||1283||65||1024||41||580||3270&lt;br /&gt;
|-&lt;br /&gt;
| 3||1309||2812||95||1||111||30||1929||69||1355||48||483||4121&lt;br /&gt;
|-&lt;br /&gt;
| 2||742||1520||57||2||48||17||1114||28||751||32||213||2262&lt;br /&gt;
|-&lt;br /&gt;
| 1||1415||2173||149||3||49||56||1676||53||1177||84||341||3588&lt;br /&gt;
|-&lt;br /&gt;
| Total||4864||9886||452||8||434||136||6415||255||4843||222||1985||14750&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.65||2.86||2.65||2.38||3.36||2.36||2.63||3.04||2.79||2.44||3.21||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Statistics||5||7099||4232||264||16||2675||92||98||342||152||31||7661||11331&lt;br /&gt;
|-&lt;br /&gt;
| 4||11470||9124||505||65||3697||335||265||583||445||67||14632||20594&lt;br /&gt;
|-&lt;br /&gt;
| 3||11984||12499||606||95||3668||645||520||751||697||97||17404||24483&lt;br /&gt;
|-&lt;br /&gt;
| 2||7526||9005||501||74||2228||748||543||529||640||100||11168||16531&lt;br /&gt;
|-&lt;br /&gt;
| 1||9864||13479||741||123||3142||2776||1516||833||1518||239||12455||23343&lt;br /&gt;
|-&lt;br /&gt;
| Total||47943||48339||2617||373||15410||4596||2942||3038||3452||534||63320||96282&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.97||2.62||2.64||2.40||3.03||1.74||1.94||2.69||2.15||2.16||2.90||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 2-D Design||5||471||959||41||8||172||41||30||57||66||11||1004||1430&lt;br /&gt;
|-&lt;br /&gt;
| 4||755||2012||110||10||275||95||82||104||149||16||1926||2767&lt;br /&gt;
|-&lt;br /&gt;
| 3||1267||3258||156||28||390||198||177||164||236||38||3138||4525&lt;br /&gt;
|-&lt;br /&gt;
| 2||1037||2526||146||32||271||215||164||154||208||37||2336||3563&lt;br /&gt;
|-&lt;br /&gt;
| 1||261||440||23||4||36||84||63||28||64||16||383||701&lt;br /&gt;
|-&lt;br /&gt;
| Total||3791||9195||476||82||1144||633||516||507||723||118||8787||12986&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.06||3.00||2.83||3.24||2.67||2.71||3.02||2.92||2.74||3.09||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 3-D Design||5||93||123||6||||14||7||9||3||10||2||165||216&lt;br /&gt;
|-&lt;br /&gt;
| 4||124||191||13||2||27||18||17||11||24||1||202||315&lt;br /&gt;
|-&lt;br /&gt;
| 3||304||615||37||7||69||34||44||50||58||3||617||919&lt;br /&gt;
|-&lt;br /&gt;
| 2||223||437||25||6||51||41||41||33||42||6||415||660&lt;br /&gt;
|-&lt;br /&gt;
| 1||68||103||1||1||18||22||14||10||15||||90||171&lt;br /&gt;
|-&lt;br /&gt;
| Total||812||1469||82||16||179||122||125||107||149||12||1489||2281&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.94||2.86||2.98||2.63||2.82||2.57||2.73||2.66||2.81||2.92||2.96||2.89&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art Drawing||5||424||1184||57||4||312||55||38||57||80||10||995||1608&lt;br /&gt;
|-&lt;br /&gt;
| 4||614||1762||73||10||350||87||94||84||128||21||1529||2376&lt;br /&gt;
|-&lt;br /&gt;
| 3||1407||3490||162||22||589||214||220||210||287||37||3156||4897&lt;br /&gt;
|-&lt;br /&gt;
| 2||1049||2362||144||23||315||257||234||150||201||31||2056||3411&lt;br /&gt;
|-&lt;br /&gt;
| 1||348||436||36||7||52||157||72||32||69||12||347||784&lt;br /&gt;
|-&lt;br /&gt;
| Total||3842||9234||472||66||1618||770||658||533||765||111||8083||13076&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.93||3.10||2.94||2.71||3.34||2.51||2.68||2.97||2.93||2.87||3.10||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|US History||5||19202||17597||1057||80||6010||611||524||1529||871||134||25983||36799&lt;br /&gt;
|-&lt;br /&gt;
| 4||32938||32925||1773||243||8289||1704||1493||2647||1752||315||47647||65863&lt;br /&gt;
|-&lt;br /&gt;
| 3||34953||38735||1968||339||7943||2938||2524||2697||2539||393||52347||73688&lt;br /&gt;
|-&lt;br /&gt;
| 2||37502||49139||2430||545||8607||5536||5110||3099||4078||650||56586||86641&lt;br /&gt;
|-&lt;br /&gt;
| 1||25869||42321||2118||540||6089||10268||8330||2446||6283||844||31272||68190&lt;br /&gt;
|-&lt;br /&gt;
| Total||150464||180717||9346||1747||36938||21057||17981||12418||15523||2336||213835||331181&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.64||2.70||2.30||2.99||1.90||1.93||2.82||2.15||2.25||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|World History||5||6296||4926||260||31||1921||244||168||526||299||51||7722||11222&lt;br /&gt;
|-&lt;br /&gt;
| 4||8766||8188||402||70||2570||591||451||726||577||84||11483||16954&lt;br /&gt;
|-&lt;br /&gt;
| 3||12593||13777||696||130||3841||1357||1067||1079||1301||215||16684||26370&lt;br /&gt;
|-&lt;br /&gt;
| 2||10102||14503||690||131||3166||1990||1754||1058||1714||249||13853||24605&lt;br /&gt;
|-&lt;br /&gt;
| 1||7472||14396||743||128||1951||3754||2939||807||2727||344||8475||21868&lt;br /&gt;
|-&lt;br /&gt;
| Total||45229||55790||2791||490||13449||7936||6379||4196||6618||943||58217||101019&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.55||2.55||2.48||2.95||1.94||1.93||2.79||2.09||2.20||2.93||2.71&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;6&amp;quot;|Number of Students at Each Grade Level||9/10||101538||124905||5760||935||30886||14085||17858||9133||15675||1879||130232||226443&lt;br /&gt;
|-&lt;br /&gt;
| 11||232003||309833||12672||2918||60620||34079||36140||19844||32393||4088||339082||541836&lt;br /&gt;
|-&lt;br /&gt;
| 12||263655||340942||13422||2986||66847||40389||31527||19353||32595||4974||392504||604597&lt;br /&gt;
|-&lt;br /&gt;
| &amp;lt;9||1198||1941||45||2||61||16||2041||44||762||5||163||3139&lt;br /&gt;
|-&lt;br /&gt;
| Not HS||25269||30885||9347||243||4091||4005||3941||1894||3949||496||28188||56154&lt;br /&gt;
|-&lt;br /&gt;
| Total||623663||808506||41246||7084||162505||92574||91507||50268||85374||11442||890169||1432169&lt;br /&gt;
|}&lt;br /&gt;
&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution (Log Transformation)===&lt;br /&gt;
&lt;br /&gt;
The table below is a transformation of the 2007 USA AP Exam Score Distribution table above. The style of the table was reformatted and the data was changed by adding 1 to the numbers and then taking a logarithm of result (&amp;lt;math&amp;gt;log_{10}(data+1)&amp;lt;/math&amp;gt;). Also, the missing data present in the previous table have been substituted with zeroes.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| '''Examination_Grade'''||'''Discipline'''||'''Sex'''||'''Not_Stated'''||'''American_Indian'''||'''Asian'''||'''Black'''||'''Mexican_American'''||'''Other'''||'''Other_Hispanic'''||'''Puerto_Rican'''||'''White'''||'''Total'''&lt;br /&gt;
|-&lt;br /&gt;
| 5||Art_History||Male||1.44715803||0||2.12057393||0.77815125||1.30103||1.54406804||1.43136376||0.77815125||2.68484536||2.86391738&lt;br /&gt;
|-&lt;br /&gt;
| 4||Art_History||Male||1.68124124||0.77815125||2.39093511||1.36172784||1.75587486||1.88081359||1.93951925||0.84509804||2.92220628||3.13924922&lt;br /&gt;
|-&lt;br /&gt;
| 3||Art_History||Male||1.86332286||0.95424251||2.42813479||1.60205999||1.90848502||1.96378783||2.07554696||1||2.96894968||3.20817253&lt;br /&gt;
|-&lt;br /&gt;
| 2||Art_History||Male||1.56820172||0.47712125||2.32014629||1.70757018||1.8920946||1.71600334||2.05690485||1.14612804||2.77232171||3.0576661&lt;br /&gt;
|-&lt;br /&gt;
| 1||Art_History||Male||1.86923172||0.69897||2.30535137||1.95904139||2.12385164||1.73239376||2.18469143||1.25527251||2.75966784||3.11293998&lt;br /&gt;
|-&lt;br /&gt;
| 5||Biology||Male||2.57170883||1.41497335||3.54924856||2.21484385||2.29225607||2.76715587||2.48429984||1.73239376||3.92329584||4.13411333&lt;br /&gt;
|-&lt;br /&gt;
| 4||Biology||Male||2.5797836||1.69897||3.42520805||2.49136169||2.44090908||2.7458552||2.5728716||1.76342799||3.92262167||4.11484441&lt;br /&gt;
|-&lt;br /&gt;
| 3||Biology||Male||2.55870857||1.8260748||3.33865567||2.61384182||2.61172331||2.69983773||2.63548375||1.93449845||3.91787296||4.10441882&lt;br /&gt;
|-&lt;br /&gt;
| 2||Biology||Male||2.61172331||1.88649073||3.2929203||2.82151353||2.83186977||2.67209786||2.76492298||2.06445799||3.8668188||4.09025805&lt;br /&gt;
|-&lt;br /&gt;
| 1||Biology||Male||2.46686762||1.73239376||3.03862016||3.01494035||2.8585372||2.48713838||2.78887512||1.91907809||3.4998245||3.86658268&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_AB||Male||2.77887447||1.8260748||3.65176245||2.45024911||2.62324929||2.84385542||2.74741181||1.89762709||4.25968942||4.40426911&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_AB||Male||2.71011737||1.81291336||3.50528567||2.63748973||2.66370093||2.76566855||2.71850169||1.86332286||4.16289284||4.309545&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_AB||Male||2.71432976||1.8920946||3.45438747||2.72672721||2.85308953||2.75739603||2.80821097||1.97312785||4.13174695||4.29079118&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_AB||Male||2.58433122||1.90848502||3.35372394||2.74818803||2.86332286||2.68124124||2.77670118||1.88649073||4.01389006||4.18991121&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_AB||Male||2.84941941||2.17026172||3.50365452||3.29380436||3.30578115||2.83058867||3.14860265||2.30319606||4.14363924||4.38437134&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_BC||Male||2.63144377||1.60205999||3.69019608||2.17318627||2.32633586||2.75511227||2.52113808||1.76342799||4.03454825||4.24323654&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_BC||Male||2.18469143||1.30103||3.18723862||2.06069784||2.06069784||2.38560627||2.26245109||1.39794001||3.61023418||3.81029974&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_BC||Male||2.22530928||1.23044892||3.18695634||2.18469143||2.30535137||2.35024802||2.29885308||1.32221929||3.59516541||3.80962704&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_BC||Male||1.75587486||1.11394335||2.67851838||1.81291336||1.93951925||1.80617997||1.8260748||1||3.10037055||3.32056168&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_BC||Male||2.06818586||1.20411998||3.00603795||2.30963017||2.35410844||2.19589965||2.30749604||1.32221929||3.38614211||3.64177147&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chemistry||Male||2.34830486||1.20411998||3.42028588||1.98677173||1.85125835||2.52504481||2.13672057||1.32221929||3.74562122||3.95861166&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chemistry||Male||2.43933269||1.41497335||3.35063561||2.22010809||2.15836249||2.51982799||2.29446623||1.54406804||3.79330135||3.98322021&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chemistry||Male||2.45484486||1.73239376||3.34183006||2.42813479||2.39967372||2.62117628||2.47275645||1.72427587||3.89036512||4.06385855&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chemistry||Male||2.34242268||1.65321251||3.16465022||2.42975228||2.40483372||2.4440448||2.42813479||1.71600334||3.76110054||3.93490226&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chemistry||Male||2.49554434||1.83884909||3.20139712||2.95808585||2.89652622||2.60852603||2.78746047||1.91381385||3.76260355||4.02325246&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chinese_Lang._&amp;amp;_Cultures||Male||1.66275783||0||2.89762709||0||0||0.95424251||0||0||1.11394335||2.93196611&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chinese_Lang._&amp;amp;_Cultures||Male||0.69897||0||2.11058971||0||0||0.60205999||0||0||1.04139269||2.16435286&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chinese_Lang._&amp;amp;_Cultures||Male||0.69897||0||1.66275783||0||0||0.47712125||0||0||1.11394335||1.81954394&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chinese_Lang._&amp;amp;_Cultures||Male||0.30103||0||0.90308999||0||0||0.47712125||0||0||0.60205999||1.17609126&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chinese_Lang._&amp;amp;_Cultures||Male||0||0||0.95424251||0||0||0.30103||0||0||0.90308999||1.25527251&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_A||Male||1.65321251||0.69897||2.74973632||1.36172784||1.36172784||1.94939001||1.65321251||1.11394335||3.20139712||3.37785242&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_A||Male||1.87506126||0.84509804||2.77451697||1.68124124||1.74036269||2.0374265||1.88649073||1.14612804||3.26458173||3.44886085&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_A||Male||1.62324929||1.11394335||2.55870857||1.53147892||1.62324929||1.79934055||1.69019608||1||3.04921802||3.23729234&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_A||Male||1.36172784||0.77815125||2.32428246||1.50514998||1.44715803||1.66275783||1.62324929||1||2.86332286||3.04921802&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_A||Male||2.01703334||1.30103||2.87448182||2.48429984||2.25527251||2.20682588||2.35218252||1.462398||3.31365635||3.58251788&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_AB||Male||1.47712125||0.47712125||2.57054294||1.14612804||1.07918125||1.72427587||1.17609126||0.84509804||2.97127585||3.15654915&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_AB||Male||1||0.47712125||2.30103||0.95424251||1.17609126||1.43136376||1.04139269||0.60205999||2.74896286||2.92012333&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_AB||Male||1.462398||0.30103||2.30103||1.07918125||1||1.5797836||1.2787536||0.47712125||2.68394713||2.89652622&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_AB||Male||1.17609126||0.47712125||2.0374265||1||0.47712125||1.17609126||1.07918125||0.30103||2.38201704||2.60422605&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_AB||Male||1.41497335||0.77815125||2.25285303||1.41497335||1.44715803||1.53147892||1.462398||0.60205999||2.69635639||2.91434316&lt;br /&gt;
|-&lt;br /&gt;
| 5||Economics_Macro||Male||2.12057393||1.04139269||3.0374265||1.66275783||1.89762709||2.26481782||2.1430148||1.11394335||3.52530401||3.70225816&lt;br /&gt;
|-&lt;br /&gt;
| 4||Economics_Macro||Male||2.36548798||1.462398||3.19284612||2.14921911||2.24054925||2.46686762||2.50105926||1.51851394||3.74849813||3.92293296&lt;br /&gt;
|-&lt;br /&gt;
| 3||Economics_Macro||Male||2.13353891||1.32221929||2.92941893||2.161368||2.32633586||2.2764618||2.39269695||1.2787536||3.53453376||3.71891669&lt;br /&gt;
|-&lt;br /&gt;
| 2||Economics_Macro||Male||2.21748394||1.2787536||2.920645||2.28103337||2.4345689||2.2787536||2.42160393||1.54406804||3.50324577||3.71155417&lt;br /&gt;
|-&lt;br /&gt;
| 1||Economics_Macro||Male||2.38021124||1.63346846||2.97358962||2.79448805||2.87794695||2.40483372||2.84571802||1.92941893||3.5537617||3.85811593&lt;br /&gt;
|-&lt;br /&gt;
| 5||Economics_Micro||Male||2.0374265||1||2.91487182||1.47712125||1.60205999||2.17026172||1.79239169||0.90308999||3.39392601||3.56796691&lt;br /&gt;
|-&lt;br /&gt;
| 4||Economics_Micro||Male||2.20951501||1.23044892||3.03582983||1.97312785||2.04532298||2.33041377||2.23299611||1.32221929||3.593729||3.76282855&lt;br /&gt;
|-&lt;br /&gt;
| 3||Economics_Micro||Male||2.10380372||1.07918125||2.80550086||2.04532298||2.04921802||2.14921911||2.21748394||1.39794001||3.4295908||3.60346916&lt;br /&gt;
|-&lt;br /&gt;
| 2||Economics_Micro||Male||1.92427929||1||2.60530505||2.06445799||2.04921802||1.96848295||2.00860017||1.20411998||3.23729234||3.42406453&lt;br /&gt;
|-&lt;br /&gt;
| 1||Economics_Micro||Male||2.08278537||0.95424251||2.64147411||2.5563025||2.45636603||2.10037055||2.45331834||1.78532984||3.22634209||3.52646851&lt;br /&gt;
|-&lt;br /&gt;
| 5||English_Lang._&amp;amp;_Composition||Male||2.48429984||1.41497335||3.19368103||2.16731733||2.12057393||2.61384182||2.36921586||1.5563025||3.86445175||4.00706466&lt;br /&gt;
|-&lt;br /&gt;
| 4||English_Lang._&amp;amp;_Composition||Male||2.75511227||1.92941893||3.40823997||2.63144377||2.68752896||2.86981821||2.77158748||1.89762709||4.15103258||4.29426777&lt;br /&gt;
|-&lt;br /&gt;
| 3||English_Lang._&amp;amp;_Composition||Male||2.94890176||2.22010809||3.57875378||3.07736791||3.14144977||3.06707086||3.11660774||2.33645973||4.33998777||4.50497351&lt;br /&gt;
|-&lt;br /&gt;
| 2||English_Lang._&amp;amp;_Composition||Male||2.99913054||2.38201704||3.52244423||3.35179631||3.43996394||3.02366392||3.31344537||2.4456042||4.21714164||4.46898206&lt;br /&gt;
|-&lt;br /&gt;
| 1||English_Lang._&amp;amp;_Composition||Male||2.63447727||2.06069784||2.95951838||3.29136885||3.28668097||2.56937391||3.13672057||2.161368||3.6349808||4.06224344&lt;br /&gt;
|-&lt;br /&gt;
| 5||English_Lit._&amp;amp;_Composition||Male||2.32633586||1.11394335||2.91698005||1.77815125||1.8573325||2.43933269||2.03342376||1.2787536||3.69072754||3.81177602&lt;br /&gt;
|-&lt;br /&gt;
| 4||English_Lit._&amp;amp;_Composition||Male||2.80071708||1.93951925||3.41128291||2.57170883||2.54900326||2.85064624||2.72427587||1.96848295||4.20539385||4.33031229&lt;br /&gt;
|-&lt;br /&gt;
| 3||English_Lit._&amp;amp;_Composition||Male||3.0277572||2.22530928||3.58069694||3.07591176||3.04727487||3.05307844||3.10414555||2.3783979||4.40913816||4.55185239&lt;br /&gt;
|-&lt;br /&gt;
| 2||English_Lit._&amp;amp;_Composition||Male||3.01029996||2.34044411||3.55047296||3.40500467||3.35812529||3.03181227||3.27207379||2.48429984||4.28418249||4.50650503&lt;br /&gt;
|-&lt;br /&gt;
| 1||English_Lit._&amp;amp;_Composition||Male||2.59988307||1.99122608||3.00817418||3.3533391||3.10105935||2.54282543||3.03382569||2.13353891||3.57100967||4.01346923&lt;br /&gt;
|-&lt;br /&gt;
| 5||Environmental_Science||Male||2||0.90308999||2.68484536||1.5563025||1.67209786||2.06069784||1.8920946||1.17609126||3.3872118||3.5203525&lt;br /&gt;
|-&lt;br /&gt;
| 4||Environmental_Science||Male||2.28330123||1.20411998||2.86451108||2.08635983||2.15228834||2.34439227||2.35602586||1.53147892||3.65021035||3.78866321&lt;br /&gt;
|-&lt;br /&gt;
| 3||Environmental_Science||Male||2.12385164||1.2787536||2.70757018||2.17609126||2.06818586||2.2380461||2.2787536||1.36172784||3.47099817||3.62991904&lt;br /&gt;
|-&lt;br /&gt;
| 2||Environmental_Science||Male||2.15228834||1.2787536||2.62324929||2.24054925||2.13672057||2.15533604||2.32428246||1.41497335||3.38363587||3.56620172&lt;br /&gt;
|-&lt;br /&gt;
| 1||Environmental_Science||Male||2.34439227||1.5563025||2.78103694||2.8162413||2.56110138||2.33243846||2.69548168||1.77815125||3.45055701||3.73759017&lt;br /&gt;
|-&lt;br /&gt;
| 5||European_History||Male||2.23044892||1.11394335||2.92634245||1.71600334||1.80617997||2.3283796||2.161368||1.34242268||3.61479179||3.75081684&lt;br /&gt;
|-&lt;br /&gt;
| 4||European_History||Male||2.43775056||1.5797836||3.09061071||2.08635983||2.13353891||2.5575072||2.39619935||1.5797836||3.82380015||3.95937534&lt;br /&gt;
|-&lt;br /&gt;
| 3||European_History||Male||2.66838592||1.87506126||3.2828486||2.56584782||2.62736586||2.77085201||2.66931688||1.91381385||4.07025958||4.20784971&lt;br /&gt;
|-&lt;br /&gt;
| 2||European_History||Male||2.18184359||1.41497335||2.73399929||2.19865709||2.2380461||2.24551267||2.26481782||1.47712125||3.50906805||3.66857227&lt;br /&gt;
|-&lt;br /&gt;
| 1||European_History||Male||2.47712125||1.69019608||2.97680834||2.78461729||2.77524626||2.50105926||2.72754126||1.96378783||3.7243578||3.94141204&lt;br /&gt;
|-&lt;br /&gt;
| 5||French:_Language||Male||1.53147892||0.30103||1.83250891||1.73239376||0.90308999||1.70757018||1.30103||0.30103||2.67302091||2.84633711&lt;br /&gt;
|-&lt;br /&gt;
| 4||French:_Language||Male||1.43136376||0.47712125||2.00432137||1.88649073||1.32221929||1.79934055||1.38021124||0.47712125||2.75891189||2.94694327&lt;br /&gt;
|-&lt;br /&gt;
| 3||French:_Language||Male||1.78532984||0.60205999||2.40993312||2.06445799||1.79934055||1.97772361||1.88081359||0.47712125||3.05842602||3.25791845&lt;br /&gt;
|-&lt;br /&gt;
| 2||French:_Language||Male||1.74036269||0.90308999||2.18752072||1.78532984||1.75587486||1.66275783||1.72427587||0.30103||2.86569606||3.06520613&lt;br /&gt;
|-&lt;br /&gt;
| 1||French:_Language||Male||1.69019608||0.77815125||2.20139712||1.95424251||1.97312785||1.70757018||2||0.95424251||2.86746749||3.10957855&lt;br /&gt;
|-&lt;br /&gt;
| 5||French:_Literature||Male||0.84509804||0||1.20411998||0.69897||0.69897||0.84509804||0.77815125||0||1.8920946||2.07554696&lt;br /&gt;
|-&lt;br /&gt;
| 4||French:_Literature||Male||0.77815125||0||1.04139269||0.84509804||0.47712125||1||0.69897||0||1.8920946||2.06069784&lt;br /&gt;
|-&lt;br /&gt;
| 3||French:_Literature||Male||1.07918125||0||1.11394335||0.84509804||0.47712125||0.77815125||1||0||1.88081359||2.08635983&lt;br /&gt;
|-&lt;br /&gt;
| 2||French:_Literature||Male||0.90308999||0||1.14612804||1||0.77815125||0.69897||0.60205999||0||1.77815125||2.00860017&lt;br /&gt;
|-&lt;br /&gt;
| 1||French:_Literature||Male||0.30103||0||0.84509804||0.90308999||0.30103||0.95424251||1||0||1.73239376||1.93449845&lt;br /&gt;
|-&lt;br /&gt;
| 5||German:_Language||Male||1.2787536||0.30103||1.36172784||0.84509804||0.30103||1.39794001||0.90308999||0.30103||2.58546073||2.66745295&lt;br /&gt;
|-&lt;br /&gt;
| 4||German:_Language||Male||1.07918125||0.47712125||1.62324929||0.77815125||0.90308999||1.36172784||0.90308999||0||2.64246452||2.72754126&lt;br /&gt;
|-&lt;br /&gt;
| 3||German:_Language||Male||1.2787536||0.47712125||1.5563025||0.69897||0.77815125||1.34242268||1||0||2.70500796||2.77887447&lt;br /&gt;
|-&lt;br /&gt;
| 2||German:_Language||Male||1.17609126||0.47712125||1.54406804||0.84509804||0.69897||1.23044892||1.07918125||0.69897||2.64345268||2.72509452&lt;br /&gt;
|-&lt;br /&gt;
| 1||German:_Language||Male||1.07918125||0.84509804||1.49136169||1.11394335||1.17609126||1.14612804||1.20411998||0.60205999||2.49415459||2.61909333&lt;br /&gt;
|-&lt;br /&gt;
| 5||Government_Politics_Comp.||Male||1.62324929||0.47712125||2.22010809||1.25527251||1.30103||1.72427587||1.5797836||0.69897||2.96378783||3.09933528&lt;br /&gt;
|-&lt;br /&gt;
| 4||Government_Politics_Comp.||Male||1.73239376||0.84509804||2.24551267||1.38021124||1.47712125||1.81291336||1.65321251||0.90308999||3.02571538||3.16494737&lt;br /&gt;
|-&lt;br /&gt;
| 3||Government_Politics_Comp.||Male||1.73239376||0.90308999||2.23044892||1.59106461||1.56820172||1.86923172||1.67209786||1.14612804||3.02284061||3.1728947&lt;br /&gt;
|-&lt;br /&gt;
| 2||Government_Politics_Comp.||Male||1.69019608||0.77815125||2.2121876||1.78532984||1.56820172||1.77815125||1.74818803||1||3.02036128||3.1708482&lt;br /&gt;
|-&lt;br /&gt;
| 1||Government_Politics_Comp.||Male||1.69019608||1||2.08635983||1.98227123||1.77085201||1.65321251||1.69897||1.04139269||2.80550086||3.03059972&lt;br /&gt;
|-&lt;br /&gt;
| 5||Government_Politics_U.S.||Male||2.19589965||1.11394335||2.84509804||1.81954394||1.91381385||2.29666519||1.91907809||1.23044892||3.61119206||3.73183042&lt;br /&gt;
|-&lt;br /&gt;
| 4||Government_Politics_U.S.||Male||2.6794279||1.77085201||3.30685375||2.38381537||2.53275438||2.76641285||2.67577834||1.86332286||4.08300067||4.21420783&lt;br /&gt;
|-&lt;br /&gt;
| 3||Government_Politics_U.S.||Male||2.76342799||1.94939001||3.42308196||2.79934055||2.86033801||2.83884909||2.89153746||2.04921802||4.18579705||4.33415205&lt;br /&gt;
|-&lt;br /&gt;
| 2||Government_Politics_U.S.||Male||2.84571802||2.1172713||3.46254773||3.08098705||3.14519641||2.89320675||3.08421869||2.19589965||4.14578667||4.35158374&lt;br /&gt;
|-&lt;br /&gt;
| 1||Government_Politics_U.S.||Male||2.49692965||1.75587486||3.06632593||3.11193428||3.10071509||2.53655844||3.04883009||2.05690485||3.56419246||3.96969541&lt;br /&gt;
|-&lt;br /&gt;
| 5||Human_Geography||Male||1.65321251||0.95424251||2.42813479||1.44715803||1.39794001||1.85125835||1.74818803||1||3.10105935||3.2469907&lt;br /&gt;
|-&lt;br /&gt;
| 4||Human_Geography||Male||1.88649073||0.95424251||2.49276039||1.86332286||1.72427587||1.97772361||2.09691001||1.14612804||3.25285303||3.4046627&lt;br /&gt;
|-&lt;br /&gt;
| 3||Human_Geography||Male||1.94939001||1.04139269||2.49831055||2.14612804||1.94939001||2.05690485||2.29885308||1.41497335||3.29114676||3.46686762&lt;br /&gt;
|-&lt;br /&gt;
| 2||Human_Geography||Male||1.83884909||0.90308999||2.31597035||2.20411998||1.99563519||1.80617997||2.1903317||1.51851394||3.09096308||3.30535137&lt;br /&gt;
|-&lt;br /&gt;
| 1||Human_Geography||Male||2.13353891||1.30103||2.47129171||2.84260924||2.39445168||2.1271048||2.57634135||1.85125835||3.2161659||3.5581083&lt;br /&gt;
|-&lt;br /&gt;
| 5||Italian_Language||Male||0.60205999||0||0.30103||0.30103||0.30103||0.84509804||0.84509804||0||1.73239376||1.86923172&lt;br /&gt;
|-&lt;br /&gt;
| 4||Italian_Language||Male||0.60205999||0||0.30103||0||0.47712125||0.77815125||1.07918125||0||1.60205999||1.79239169&lt;br /&gt;
|-&lt;br /&gt;
| 3||Italian_Language||Male||0.69897||0||0.90308999||0.30103||0.77815125||0.69897||1.14612804||0.47712125||1.96378783||2.10720997&lt;br /&gt;
|-&lt;br /&gt;
| 2||Italian_Language||Male||0.30103||0||0.95424251||0.47712125||0.30103||0.69897||1.11394335||0.60205999||1.92427929||2.06069784&lt;br /&gt;
|-&lt;br /&gt;
| 1||Italian_Language||Male||0.60205999||0||0.90308999||0.60205999||0.60205999||0.77815125||1.14612804||0.47712125||2.13672057||2.2380461&lt;br /&gt;
|-&lt;br /&gt;
| 5||Japanese_Lang._&amp;amp;_Culture||Male||1.11394335||0||2.22271647||0.30103||0||1.20411998||0.30103||0||1.20411998||2.32428246&lt;br /&gt;
|-&lt;br /&gt;
| 4||Japanese_Lang._&amp;amp;_Culture||Male||0.69897||0||1.5563025||0.30103||0||0.60205999||0.30103||0||1.30103||1.80617997&lt;br /&gt;
|-&lt;br /&gt;
| 3||Japanese_Lang._&amp;amp;_Culture||Male||0.90308999||0||1.8260748||0.69897||0.47712125||0.69897||0.30103||0||1.68124124||2.12057393&lt;br /&gt;
|-&lt;br /&gt;
| 2||Japanese_Lang._&amp;amp;_Culture||Male||0.47712125||0||1.49136169||0.60205999||0||0.84509804||0.30103||0||1.43136376||1.83884909&lt;br /&gt;
|-&lt;br /&gt;
| 1||Japanese_Lang._&amp;amp;_Culture||Male||1||0||1.68124124||0.84509804||0.77815125||1.07918125||0.90308999||0||1.88649073||2.21484385&lt;br /&gt;
|-&lt;br /&gt;
| 5||Latin:_Literature||Male||1.04139269||0||1.68124124||0.30103||0.30103||1||0.60205999||0.30103||2.22530928||2.38021124&lt;br /&gt;
|-&lt;br /&gt;
| 4||Latin:_Literature||Male||1||0||1.53147892||0.84509804||0.47712125||1.14612804||0.30103||0||2.25527251||2.38738983&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Literature||Male||1.17609126||0||1.72427587||1.14612804||0.95424251||1.2787536||0.60205999||0||2.53529412||2.65417654&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Literature||Male||1||0||1.44715803||0.95424251||0.60205999||1.07918125||0.60205999||0||2.33445375||2.44247977&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Literature||Male||1.30103||0.69897||1.76342799||1.30103||0.95424251||1.30103||1.17609126||0.60205999||2.61384182||2.74350976&lt;br /&gt;
|-&lt;br /&gt;
| 5||Latin:_Vergil||Male||1.07918125||0||1.85125835||0.90308999||0.69897||1.44715803||0.69897||0||2.56466606||2.69019608&lt;br /&gt;
|-&lt;br /&gt;
| 4||Latin:_Vergil||Male||1.2787536||0.60205999||1.65321251||0.84509804||0.84509804||1.38021124||0.90308999||0.47712125||2.60638137||2.71011737&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Vergil||Male||1.11394335||0.47712125||1.8573325||1.20411998||0.60205999||1.34242268||1||0.30103||2.71011737||2.81090428&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Vergil||Male||1.25527251||0.30103||1.60205999||0.95424251||0.90308999||1.17609126||1.11394335||0.30103||2.57634135||2.67760695&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Vergil||Male||1.34242268||0.69897||1.462398||1.17609126||1.17609126||1.17609126||0.95424251||0.30103||2.5390761||2.65321251&lt;br /&gt;
|-&lt;br /&gt;
| 5||Music_Theory||Male||1.73239376||0.77815125||2.2380461||1.34242268||1.17609126||1.54406804||1.43136376||0.90308999||3.01199311||3.13353891&lt;br /&gt;
|-&lt;br /&gt;
| 4||Music_Theory||Male||1.5797836||0.95424251||2.13353891||1.56820172||1.462398||1.61278386||1.41497335||1.04139269||2.98181861||3.10653085&lt;br /&gt;
|-&lt;br /&gt;
| 3||Music_Theory||Male||1.70757018||1.11394335||2.26007139||1.80617997||1.69897||1.77815125||1.84509804||1.34242268||3.13893394||3.2743888&lt;br /&gt;
|-&lt;br /&gt;
| 2||Music_Theory||Male||1.90308999||0.90308999||2.19865709||2.04139269||1.86923172||1.72427587||1.95904139||1.41497335||3.11226977||3.2757719&lt;br /&gt;
|-&lt;br /&gt;
| 1||Music_Theory||Male||1.62324929||1.07918125||1.88649073||2.09691001||1.71600334||1.61278386||1.97312785||1.20411998||2.74896286||3.00518051&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_B||Male||2.20139712||1.30103||3.15715444||1.66275783||1.75587486||2.35218252||2.04532298||1.36172784||3.61002102||3.78838052&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_B||Male||2.24797327||1.32221929||3.03862016||1.96378783||2.01703334||2.26481782||2.19865709||1.47712125||3.64630568||3.79795964&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_B||Male||2.42160393||1.462398||3.20167018||2.29885308||2.39967372||2.52374647||2.43616265||1.50514998||3.81829189||3.97982143&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_B||Male||2.19865709||1.53147892||3.00475116||2.34044411||2.40654018||2.27415785||2.41161971||1.59106461||3.59461351||3.78433195&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_B||Male||2.27184161||1.53147892||2.98677173||2.71349054||2.78461729||2.34635297||2.64246452||1.73239376||3.49485002||3.78880449&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.89762709||0.84509804||2.9380191||1.38021124||1.32221929||2.03342376||1.71600334||0.60205999||3.25959388||3.47304881&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.76342799||1||2.74896286||1.49136169||1.462398||1.83250891||1.67209786||0.95424251||3.12678058||3.33122478&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.30103||0.47712125||2.40140054||1.47712125||1.41497335||1.41497335||1.25527251||0.69897||2.78958071||2.99475694&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.66275783||0.69897||2.47421626||1.54406804||1.44715803||1.65321251||1.5563025||0.90308999||2.92788341||3.1271048&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.51851394||0||2.32633586||1.47712125||1.462398||1.56820172||1.71600334||0.69897||2.72263392||2.96331551&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Mechanics||Male||2.11058971||1.20411998||3.16106839||1.56820172||1.68124124||2.23299611||1.94939001||1.23044892||3.51917146||3.7204074&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Mechanics||Male||2.15228834||1.04139269||3.0187005||1.73239376||1.79239169||2.1903317||2.04921802||1.30103||3.5126844||3.68556261&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Mechanics||Male||1.99122608||1.2787536||2.8350561||1.89762709||1.89762709||2.06818586||2.0211893||1.23044892||3.41497335||3.57863921&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Mechanics||Male||1.81291336||1.11394335||2.66181269||1.91381385||1.79239169||1.81954394||1.99563519||1.2787536||3.21005085||3.39427653&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Mechanics||Male||1.8573325||1||2.65705585||2.1430148||2.14921911||1.95904139||2.13987909||1.32221929||3.10414555||3.36716949&lt;br /&gt;
|-&lt;br /&gt;
| 5||Psychology||Male||2.37657696||1.43136376||3.09025805||2.07188201||1.99122608||2.44870632||2.32014629||1.47712125||3.71733758||3.87157294&lt;br /&gt;
|-&lt;br /&gt;
| 4||Psychology||Male||2.51587384||1.5563025||3.18184359||2.5132176||2.30103||2.6009729||2.61489722||1.83250891||3.88553083||4.03996903&lt;br /&gt;
|-&lt;br /&gt;
| 3||Psychology||Male||2.43136376||1.66275783||3.0322157||2.56110138||2.34830486||2.47129171||2.5378191||1.77085201||3.76469906||3.92885653&lt;br /&gt;
|-&lt;br /&gt;
| 2||Psychology||Male||2.22271647||1.53147892||2.8350561||2.55870857||2.25767857||2.33243846||2.42651126||1.72427587||3.53453376||3.73070154&lt;br /&gt;
|-&lt;br /&gt;
| 1||Psychology||Male||2.50242712||1.65321251||3.00603795||3.00475116||2.64048144||2.48429984||2.79726754||1.91381385||3.58568628||3.88553083&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Language||Male||2.26717173||0.60205999||2.45484486||1.43136376||3.38327665||2.14612804||3.34222523||2.06069784||3.08707121||3.81862173&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Language||Male||2.43136376||0.90308999||2.6580114||1.84509804||3.49679132||2.24551267||3.34222523||2.161368||3.34163234||3.93701611&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Language||Male||2.30749604||1.11394335||2.64933486||1.90848502||3.37199091||2.1931246||3.15442397||2.07554696||3.32118403||3.83803008&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Language||Male||2.33243846||1.25527251||2.68574174||2.04532298||3.28103337||2.1430148||3.06370856||2.06445799||3.36021461||3.80861604&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Language||Male||2.44870632||1.38021124||2.7176705||2.51188336||3.2250507||2.28103337||2.99387691||2.02938378||3.47928732||3.85260197&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Literature||Male||1.36172784||0||1.36172784||0.60205999||2.11058971||1.11394335||2.161368||0.60205999||2.07554696||2.6560982&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Literature||Male||1.41497335||0.30103||1.75587486||0.77815125||2.57518784||1.34242268||2.45024911||1.07918125||2.23552845||2.97634998&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Literature||Male||1.32221929||0.30103||1.65321251||0.95424251||2.79795964||1.43136376||2.62221402||1.17609126||2.18184359||3.1172713&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Literature||Male||1.25527251||0||1.30103||0.77815125||2.57170883||0.95424251||2.34242268||1.07918125||1.96378783||2.87098881&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Literature||Male||1.81291336||0.30103||1.34242268||1.32221929||2.83947805||1.34242268||2.62736586||1.34242268||2.1903317||3.15106325&lt;br /&gt;
|-&lt;br /&gt;
| 5||Statistics||Male||2.2121876||1.07918125||3.21510858||1.71600334||1.76342799||2.35602586||2.01703334||1.34242268||3.68385721||3.85125835&lt;br /&gt;
|-&lt;br /&gt;
| 4||Statistics||Male||2.45484486||1.67209786||3.31993844||2.1931246||2.20411998||2.50242712||2.40654018||1.56820172||3.91019737||4.05960128&lt;br /&gt;
|-&lt;br /&gt;
| 3||Statistics||Male||2.49554434||1.69897||3.26834391||2.44870632||2.43616265||2.56584782||2.57403127||1.62324929||3.92613657||4.07863804&lt;br /&gt;
|-&lt;br /&gt;
| 2||Statistics||Male||2.37474835||1.56820172||3.0322157||2.50514998||2.40993312||2.38381537||2.462398||1.70757018||3.70104963||3.87662192&lt;br /&gt;
|-&lt;br /&gt;
| 1||Statistics||Male||2.55022835||1.73239376||3.16790781||3.02325246||2.79726754||2.5575072||2.78031731||2.04532298||3.71891669||3.99409709&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_2-D_Design||Male||1.17609126||0.30103||1.67209786||1.20411998||1.23044892||1.38021124||1.51851394||0.47712125||2.50920252||2.673942&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_2-D_Design||Male||1.5563025||0.90308999||1.90848502||1.60205999||1.53147892||1.43136376||1.62324929||0.90308999||2.68841982||2.8785218&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_2-D_Design||Male||1.71600334||1||1.96848295||1.97772361||1.8260748||1.56820172||1.8573325||1.20411998||2.92116605||3.10311925&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_2-D_Design||Male||1.68124124||1.14612804||1.8920946||1.97772361||1.81291336||1.53147892||1.92427929||1.17609126||2.78746047||3.01619735&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_2-D_Design||Male||1.07918125||0.47712125||1.23044892||1.56820172||1.38021124||1.11394335||1.462398||0.77815125||2.11058971||2.41830129&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_3-D_Design||Male||0.47712125||0||0.47712125||0.47712125||0.47712125||0.47712125||0.90308999||0||1.88649073||1.97312785&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_3-D_Design||Male||0.84509804||0.30103||1||0.77815125||0.95424251||0.30103||1.11394335||0.30103||1.91381385||2.09691001&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_3-D_Design||Male||1.20411998||0||1.25527251||0.95424251||1.38021124||1.20411998||1.30103||0||2.31806333||2.48429984&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_3-D_Design||Male||1.04139269||0.47712125||1.20411998||1.17609126||1.32221929||1.11394335||1.23044892||0.47712125||2.12385164||2.35024802&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_3-D_Design||Male||0.30103||0||1||0.77815125||1||0.90308999||0.95424251||0||1.47712125||1.83884909&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_Drawing||Male||1.25527251||0||1.74818803||1.462398||1.20411998||1.30103||1.50514998||0.84509804||2.40483372||2.62838893&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_Drawing||Male||1.25527251||0.69897||1.95424251||1.56820172||1.67209786||1.25527251||1.69019608||0.69897||2.54900326||2.78887512&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_Drawing||Male||1.74036269||1||2.17609126||2.02938378||1.99563519||1.78532984||1.98677173||1.34242268||2.91115761||3.14860265&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_Drawing||Male||1.70757018||0.95424251||2.0211893||2.06818586||2.02938378||1.60205999||1.90848502||0.95424251||2.73158877||3.0211893&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_Drawing||Male||1.30103||0.84509804||1.462398||1.86923172||1.61278386||1.20411998||1.54406804||0.95424251||2.10037055||2.54282543&lt;br /&gt;
|-&lt;br /&gt;
| 5||US_History||Male||2.75281643||1.72427587||3.47914325||2.4456042||2.45939249||2.89320675||2.65224634||1.83250891||4.1371008||4.28336908&lt;br /&gt;
|-&lt;br /&gt;
| 4||US_History||Male||2.95085146||2.13987909||3.60390183||2.83821922||2.90091307||3.09864373||2.96047078||2.14921911||4.38210714||4.51771041&lt;br /&gt;
|-&lt;br /&gt;
| 3||US_History||Male||2.98497713||2.17026172||3.58263144||3.04766419||3.07664044||3.07261748||3.06929801||2.24054925||4.40114196||4.54349688&lt;br /&gt;
|-&lt;br /&gt;
| 2||US_History||Male||3.03901732||2.35218252||3.58500928||3.30384377||3.35602586||3.10687054||3.25139485||2.43775056||4.39315386||4.57406601&lt;br /&gt;
|-&lt;br /&gt;
| 1||US_History||Male||2.93449845||2.30103||3.39984671||3.550106||3.50704587||2.94939001||3.34004732||2.49831055||4.08461202||4.41279643&lt;br /&gt;
|-&lt;br /&gt;
| 5||World_History||Male||2.15533604||1.34242268||3.02530587||2.0211893||2.0374265||2.46389299||2.2380461||1.51851394||3.64038204||3.79913369&lt;br /&gt;
|-&lt;br /&gt;
| 4||World_History||Male||2.34635297||1.54406804||3.11025292||2.39619935||2.42813479||2.54530712||2.4578819||1.64345268||3.78031731||3.94285101&lt;br /&gt;
|-&lt;br /&gt;
| 3||World_History||Male||2.55022835||1.86332286||3.25671775||2.73078228||2.75050839||2.68033551||2.78103694||2.02530587||3.90730385||4.10016369&lt;br /&gt;
|-&lt;br /&gt;
| 2||World_History||Male||2.48144263||1.68124124||3.1271048||2.89817648||2.90579588||2.5774918||2.87448182||2.04532298||3.74710093||4.00445035&lt;br /&gt;
|-&lt;br /&gt;
| 1||World_History||Male||2.45024911||1.69019608||2.83695674||3.08707121||3.03582983||2.41497335||2.97220284||2.13672057||3.45024911||3.87349498&lt;br /&gt;
|-&lt;br /&gt;
| 5||Art_History||Female||1.77815125||0.95424251||2.34635297||1.38021124||1.43136376||1.94939001||1.59106461||0.60205999||3.00173371||3.16731733&lt;br /&gt;
|-&lt;br /&gt;
| 4||Art_History||Female||2.05690485||1||2.6294096||1.72427587||1.91907809||2.17318627||2.10720997||1.11394335||3.25430633||3.44153804&lt;br /&gt;
|-&lt;br /&gt;
| 3||Art_History||Female||2.07554696||1.25527251||2.64836001||2.01283722||2.12057393||2.18184359||2.36361198||1.462398||3.31555053||3.51706387&lt;br /&gt;
|-&lt;br /&gt;
| 2||Art_History||Female||1.94939001||1.17609126||2.48287358||1.98227123||2.16731733||2.05307844||2.25285303||1.36172784||3.1383027||3.36791474&lt;br /&gt;
|-&lt;br /&gt;
| 1||Art_History||Female||1.95424251||1.2787536||2.47567119||2.2787536||2.33445375||2||2.49136169||1.39794001||3.06557971||3.38093446&lt;br /&gt;
|-&lt;br /&gt;
| 5||Biology||Female||2.5563025||1.43136376||3.54307424||2.372912||2.08990511||2.75358306||2.40993312||1.64345268||3.91492465||4.12447162&lt;br /&gt;
|-&lt;br /&gt;
| 4||Biology||Female||2.59439255||1.71600334||3.46374372||2.69897||2.40140054||2.82477646||2.54900326||1.88081359||4.01148586||4.18932184&lt;br /&gt;
|-&lt;br /&gt;
| 3||Biology||Female||2.67486114||1.87506126||3.44326299||2.86569606||2.62013605||2.83122969||2.7466342||1.99122608||4.0611885||4.23837233&lt;br /&gt;
|-&lt;br /&gt;
| 2||Biology||Female||2.77085201||2.07188201||3.44388855||3.15472821||2.94349452||2.92168648||2.95472479||2.19865709||4.11693965||4.31741559&lt;br /&gt;
|-&lt;br /&gt;
| 1||Biology||Female||2.64933486||2||3.26221371||3.40688067||3.16256441||2.76937733||3.13097669||2.30535137||3.84029433||4.18859104&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_AB||Female||2.55990663||1.2787536||3.54715912||2.36548798||2.29885308||2.70415052||2.53655844||1.5797836||4.05407656||4.21864052&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_AB||Female||2.5865873||1.67209786||3.48855072||2.6242821||2.5301997||2.77597433||2.6294096||1.80617997||4.09916249||4.25326529&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_AB||Female||2.66931688||1.8920946||3.50105926||2.83378437||2.7686381||2.7930916||2.75966784||1.94448267||4.12632626||4.29305302&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_AB||Female||2.56466606||1.80617997||3.39585038||2.93399316||2.85551916||2.72345567||2.80277373||1.98677173||4.02661497||4.2143139&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_AB||Female||2.86510397||2.26951294||3.56690866||3.52750101||3.40432047||2.94841297||3.2801229||2.31386722||4.19200959||4.46338527&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_BC||Female||2.35793485||1.17609126||3.49789674||2||1.93449845||2.54530712||2.12057393||1.38021124||3.72607487||3.97298923&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_BC||Female||2.06818586||0.84509804||3.12678058||2.02530587||1.8260748||2.24054925||1.95904139||1.17609126||3.45697301||3.67870043&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_BC||Female||2.04139269||1||3.14705767||2.1903317||2.12385164||2.20951501||2.14612804||1.36172784||3.51627088||3.73327753&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_BC||Female||1.69019608||0.84509804||2.69019608||1.87506126||1.78532984||1.88081359||1.79934055||0.95424251||3.05037976||3.28891961&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_BC||Female||2.03342376||1.2787536||2.98091194||2.46538285||2.33845649||2.22530928||2.28330123||1.04139269||3.35160307||3.62366271&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chemistry||Female||2.10380372||1.04139269||3.24104815||1.76342799||1.54406804||2.18469143||1.83884909||1.20411998||3.38542751||3.66576855&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chemistry||Female||2.2380461||1.14612804||3.28126069||2.18184359||1.81291336||2.38560627||2.10380372||1.30103||3.62726342||3.84110908&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chemistry||Female||2.41329976||1.51851394||3.33765889||2.48144263||2.26245109||2.60959441||2.40993312||1.66275783||3.79351101||3.99440515&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chemistry||Female||2.31386722||1.51851394||3.19728056||2.62531245||2.39269695||2.50920252||2.46686762||1.69019608||3.75197157||3.94393946&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chemistry||Female||2.53402611||1.88649073||3.28936595||3.19562294||2.96142109||2.73319727||2.92376196||2.09691001||3.86254877||4.13462329&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chinese_Lang._&amp;amp;_Cultures||Female||1.51851394||0||3.02897771||0||0||1.11394335||0||0||0.69897||3.04883009&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chinese_Lang._&amp;amp;_Cultures||Female||0.69897||0||2.13672057||0||0||0.69897||0||0||1.14612804||2.20139712&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chinese_Lang._&amp;amp;_Cultures||Female||0.90308999||0||1.50514998||0||0||0.30103||0||0||0.90308999||1.69019608&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chinese_Lang._&amp;amp;_Cultures||Female||0||0||0.90308999||0||0||0.30103||0||0||0.90308999||1.23044892&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chinese_Lang._&amp;amp;_Cultures||Female||0||0||1.04139269||0||0||0||0||0||1||1.41497335&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_A||Female||0.90308999||0.47712125||2.19589965||0.60205999||0.60205999||1.17609126||0.90308999||0||2.31175386||2.59879051&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_A||Female||0.90308999||0.47712125||2.2764618||1||0.84509804||1.23044892||1.20411998||0.30103||2.39445168||2.6919651&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_A||Female||0.90308999||0||2.09691001||1.14612804||1.04139269||1.07918125||1.14612804||0.60205999||2.29003461||2.57518784&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_A||Female||0.60205999||0.30103||1.93951925||1.04139269||1.23044892||1.17609126||1||0.47712125||2.08278537||2.41830129&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_A||Female||1.62324929||0.60205999||2.46538285||2.2278867||1.8573325||1.75587486||1.94939001||0.84509804||2.62221402||3.05804623&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_AB||Female||0.69897||0||1.86923172||0.47712125||0.30103||1.07918125||0.69897||0||1.92941893||2.25527251&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_AB||Female||0.30103||0||1.69019608||0.47712125||0.60205999||0.77815125||0.69897||0||1.8260748||2.11394335&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_AB||Female||0.30103||0||1.69897||0.47712125||0.47712125||0.84509804||0.60205999||0||1.63346846||2.02530587&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_AB||Female||0.69897||0||1.32221929||0.30103||0.30103||0.47712125||0.60205999||0.30103||1.34242268||1.73239376&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_AB||Female||0.47712125||0.30103||1.67209786||0.69897||0.77815125||0.77815125||0.69897||0.30103||1.76342799||2.10037055&lt;br /&gt;
|-&lt;br /&gt;
| 5||Economics_Macro||Female||1.77085201||0.69897||2.86391738||1.38021124||1.53147892||1.98227123||1.71600334||0.95424251||3.16672606||3.39269695&lt;br /&gt;
|-&lt;br /&gt;
| 4||Economics_Macro||Female||2.15836249||0.95424251||3.05728564||2.14612804||2.1172713||2.30963017||2.2787536||1.20411998||3.51653537||3.72032472&lt;br /&gt;
|-&lt;br /&gt;
| 3||Economics_Macro||Female||2.02938378||1.11394335||2.90091307||2.23044892||2.17609126||2.18752072||2.21484385||1.43136376||3.39550112||3.60841905&lt;br /&gt;
|-&lt;br /&gt;
| 2||Economics_Macro||Female||2.13987909||1.23044892||2.89542255||2.3283796||2.4345689||2.24551267||2.42651126||1.62324929||3.44963265||3.67384998&lt;br /&gt;
|-&lt;br /&gt;
| 1||Economics_Macro||Female||2.42160393||1.62324929||3.03181227||3.0277572||2.99694925||2.52374647||3.04375513||1.97772361||3.62695595||3.96397661&lt;br /&gt;
|-&lt;br /&gt;
| 5||Economics_Micro||Female||1.65321251||0||2.64443859||1.20411998||1.04139269||1.67209786||1.25527251||0.60205999||2.91750551||3.14674801&lt;br /&gt;
|-&lt;br /&gt;
| 4||Economics_Micro||Female||2||0.69897||2.89597473||1.92941893||1.81954394||2.10720997||1.90308999||1.11394335||3.32510498||3.5276299&lt;br /&gt;
|-&lt;br /&gt;
| 3||Economics_Micro||Female||1.92427929||1||2.78175537||2.06818586||1.99563519||2.09691001||1.93449845||1.38021124||3.28981184||3.49009901&lt;br /&gt;
|-&lt;br /&gt;
| 2||Economics_Micro||Female||1.87506126||1||2.58771097||2.09342169||2.09342169||1.95904139||1.94939001||1.25527251||3.18977096||3.39058188&lt;br /&gt;
|-&lt;br /&gt;
| 1||Economics_Micro||Female||2.10720997||1.2787536||2.71096312||2.77959649||2.54530712||2.15228834||2.5276299||1.86332286||3.29181269||3.61447537&lt;br /&gt;
|-&lt;br /&gt;
| 5||English_Lang._&amp;amp;_Composition||Female||2.60314437||1.5797836||3.32633586||2.40993312||2.30749604||2.83947805||2.57634135||1.76342799||4.04680721||4.18398122&lt;br /&gt;
|-&lt;br /&gt;
| 4||English_Lang._&amp;amp;_Composition||Female||2.91115761||2.10037055||3.55606116||2.93196611||2.84757266||3.11527759||3.00130093||2.18752072||4.35495315||4.49408499&lt;br /&gt;
|-&lt;br /&gt;
| 3||English_Lang._&amp;amp;_Composition||Female||3.17724784||2.49415459||3.74702318||3.43901673||3.36436335||3.309843||3.38381537||2.54530712||4.57865067||4.74168724&lt;br /&gt;
|-&lt;br /&gt;
| 2||English_Lang._&amp;amp;_Composition||Female||3.19423675||2.62736586||3.70018433||3.75243261||3.71575272||3.31722735||3.62736586||2.72181062||4.47875402||4.73879641&lt;br /&gt;
|-&lt;br /&gt;
| 1||English_Lang._&amp;amp;_Composition||Female||2.78247262||2.27184161||3.0838608||3.62407573||3.47769993||2.79239169||3.41979059||2.29885308||3.78189892||4.27207379&lt;br /&gt;
|-&lt;br /&gt;
| 5||English_Lit._&amp;amp;_Composition||Female||2.63848926||1.44715803||3.25623653||2.31386722||2.22271647||2.77670118||2.41329976||1.74036269||4.01165501||4.14038232&lt;br /&gt;
|-&lt;br /&gt;
| 4||English_Lit._&amp;amp;_Composition||Female||3.04414762||2.10720997||3.61857103||3.01786772||2.84633711||3.15956719||2.98542647||2.20682588||4.47357455||4.59609104&lt;br /&gt;
|-&lt;br /&gt;
| 3||English_Lit._&amp;amp;_Composition||Female||3.22530928||2.48287358||3.75457766||3.47813343||3.29600667||3.30835095||3.34596154||2.60959441||4.64510773||4.78866321&lt;br /&gt;
|-&lt;br /&gt;
| 2||English_Lit._&amp;amp;_Composition||Female||3.19089172||2.63748973||3.70646174||3.82203725||3.60487377||3.29972515||3.56655533||2.80002936||4.50780192||4.75001442&lt;br /&gt;
|-&lt;br /&gt;
| 1||English_Lit._&amp;amp;_Composition||Female||2.66181269||2.19865709||3.04960561||3.66511174||3.27600199||2.70757018||3.27760921||2.34830486||3.65839303||4.18822517&lt;br /&gt;
|-&lt;br /&gt;
| 5||Environmental_Science||Female||1.89762709||0.60205999||2.53402611||1.2787536||1.38021124||1.96378783||1.67209786||0.90308999||3.22115332||3.35621713&lt;br /&gt;
|-&lt;br /&gt;
| 4||Environmental_Science||Female||2.24303805||1.34242268||2.83884909||2.10037055||2.01703334||2.38201704||2.24551267||1.462398||3.62777538||3.76335311&lt;br /&gt;
|-&lt;br /&gt;
| 3||Environmental_Science||Female||2.18752072||1.25527251||2.73719264||2.22010809||2.11058971||2.29666519||2.23044892||1.50514998||3.55930801||3.70156799&lt;br /&gt;
|-&lt;br /&gt;
| 2||Environmental_Science||Female||2.20411998||1.51851394||2.74429298||2.38738983||2.27415785||2.29003461||2.43136376||1.56820172||3.57379958||3.73415951&lt;br /&gt;
|-&lt;br /&gt;
| 1||Environmental_Science||Female||2.53275438||1.77815125||2.99607365||3.11327469||2.85125835||2.63447727||3.01114736||2.08990511||3.74350976||4.02168535&lt;br /&gt;
|-&lt;br /&gt;
| 5||European_History||Female||2.12385164||0.90308999||2.91381385||1.77085201||1.76342799||2.33041377||2.07554696||0.95424251||3.54678935||3.69319915&lt;br /&gt;
|-&lt;br /&gt;
| 4||European_History||Female||2.40654018||1.39794001||3.09725731||2.26481782||2.14921911||2.59549622||2.41664051||1.62324929||3.79705969||3.94507449&lt;br /&gt;
|-&lt;br /&gt;
| 3||European_History||Female||2.7176705||1.81954394||3.35276119||2.75815462||2.66181269||2.90579588||2.80140371||2.00432137||4.1029137||4.25715038&lt;br /&gt;
|-&lt;br /&gt;
| 2||European_History||Female||2.24054925||1.50514998||2.86391738||2.45024911||2.37474835||2.35602586||2.43616265||1.66275783||3.61129836||3.78390358&lt;br /&gt;
|-&lt;br /&gt;
| 1||European_History||Female||2.63548375||1.83884909||3.15563963||3.06220581||2.98362629||2.78675142||2.92012333||2.13672057||3.87737135||4.11932189&lt;br /&gt;
|-&lt;br /&gt;
| 5||French:_Language||Female||1.77085201||0||2.13033377||1.96378783||1.23044892||2.08278537||1.83884909||0.77815125||2.98181861||3.16166741&lt;br /&gt;
|-&lt;br /&gt;
| 4||French:_Language||Female||1.94939001||0.47712125||2.43933269||2.02938378||1.59106461||2.20139712||1.94939001||0.95424251||3.16435286||3.34674405&lt;br /&gt;
|-&lt;br /&gt;
| 3||French:_Language||Female||2.1271048||0.90308999||2.72263392||2.27415785||2.07554696||2.31175386||2.29885308||0.77815125||3.45621416||3.62716095&lt;br /&gt;
|-&lt;br /&gt;
| 2||French:_Language||Female||2.04139269||0.77815125||2.5390761||2.161368||2.10037055||2.13353891||2.14612804||0.84509804||3.29534715||3.47450764&lt;br /&gt;
|-&lt;br /&gt;
| 1||French:_Language||Female||1.93951925||0.90308999||2.48995848||2.32633586||2.37474835||2.1430148||2.32221929||1.25527251||3.23375736||3.46612587&lt;br /&gt;
|-&lt;br /&gt;
| 5||French:_Literature||Female||1.36172784||0||1.47712125||1||0.47712125||1.36172784||1||0||2.34439227||2.49831055&lt;br /&gt;
|-&lt;br /&gt;
| 4||French:_Literature||Female||1.07918125||0||1.64345268||1.25527251||0.47712125||1.20411998||0.90308999||0||2.35024802||2.50514998&lt;br /&gt;
|-&lt;br /&gt;
| 3||French:_Literature||Female||1.14612804||0||1.59106461||1.34242268||0.60205999||1.32221929||0.95424251||0||2.34242268||2.50920252&lt;br /&gt;
|-&lt;br /&gt;
| 2||French:_Literature||Female||0.90308999||0||1.41497335||0.95424251||0.77815125||1.23044892||1.04139269||0||2.16731733||2.33845649&lt;br /&gt;
|-&lt;br /&gt;
| 1||French:_Literature||Female||0.84509804||0||1.2787536||1.04139269||0.47712125||0.69897||1.07918125||0||2.06069784||2.22271647&lt;br /&gt;
|-&lt;br /&gt;
| 5||German:_Language||Female||1.34242268||0.30103||1.43136376||1.11394335||0||1.32221929||0.84509804||0||2.62838893||2.7084209&lt;br /&gt;
|-&lt;br /&gt;
| 4||German:_Language||Female||1.17609126||0.47712125||1.50514998||1||0.60205999||1.39794001||1.14612804||0.30103||2.63748973||2.72509452&lt;br /&gt;
|-&lt;br /&gt;
| 3||German:_Language||Female||1.07918125||0.30103||1.51851394||1.07918125||0.69897||1.23044892||1.20411998||0.60205999||2.62736586||2.71349054&lt;br /&gt;
|-&lt;br /&gt;
| 2||German:_Language||Female||1.23044892||0.30103||1.462398||0.77815125||1.11394335||1.38021124||0.95424251||0.47712125||2.60745502||2.69897&lt;br /&gt;
|-&lt;br /&gt;
| 1||German:_Language||Female||1||0.30103||1.17609126||1.2787536||1.04139269||1.07918125||1.20411998||0.47712125||2.34044411||2.47567119&lt;br /&gt;
|-&lt;br /&gt;
| 5||Government_Politics_Comp.||Female||1.30103||0||2.06818586||1.07918125||1.04139269||1.43136376||1.41497335||0.69897||2.75891189||2.89486966&lt;br /&gt;
|-&lt;br /&gt;
| 4||Government_Politics_Comp.||Female||1.60205999||0.77815125||2.22010809||1.39794001||1.34242268||1.63346846||1.53147892||0.69897||2.86033801||3.02448567&lt;br /&gt;
|-&lt;br /&gt;
| 3||Government_Politics_Comp.||Female||1.71600334||1.04139269||2.24551267||1.72427587||1.41497335||1.79239169||1.76342799||1.04139269||2.97772361||3.14332713&lt;br /&gt;
|-&lt;br /&gt;
| 2||Government_Politics_Comp.||Female||1.5797836||0.77815125||2.20682588||1.98677173||1.66275783||1.95424251||1.86332286||0.95424251||2.97543181||3.16345955&lt;br /&gt;
|-&lt;br /&gt;
| 1||Government_Politics_Comp.||Female||1.77085201||1.14612804||2.15228834||2.22530928||1.88649073||1.85125835||1.99563519||1.17609126||2.87273883||3.14082218&lt;br /&gt;
|-&lt;br /&gt;
| 5||Government_Politics_U.S.||Female||2.04921802||0.84509804||2.80821097||1.79934055||1.76342799||2.2121876||2.0211893||1||3.49415459||3.63073289&lt;br /&gt;
|-&lt;br /&gt;
| 4||Government_Politics_U.S.||Female||2.54777471||1.63346846||3.27323283||2.53147892||2.45484486||2.72509452||2.54777471||1.77815125||4.00689371||4.14591083&lt;br /&gt;
|-&lt;br /&gt;
| 3||Government_Politics_U.S.||Female||2.71850169||1.96378783||3.42439155||2.92220628||2.82085799||2.91907809||2.88479536||2.12057393||4.17664102||4.33264041&lt;br /&gt;
|-&lt;br /&gt;
| 2||Government_Politics_U.S.||Female||2.89431606||2.17609126||3.52840244||3.30621051||3.24303805||3.05880549||3.20493352||2.39093511||4.25219746||4.46154354&lt;br /&gt;
|-&lt;br /&gt;
| 1||Government_Politics_U.S.||Female||2.64836001||2.0211893||3.23603315||3.43775056||3.33845649||2.79934055||3.3174365||2.28330123||3.80651913||4.21716798&lt;br /&gt;
|-&lt;br /&gt;
| 5||Human_Geography||Female||1.462398||0.47712125||2.25527251||1.63346846||1.32221929||1.72427587||1.62324929||0.95424251||2.97266559||3.11760269&lt;br /&gt;
|-&lt;br /&gt;
| 4||Human_Geography||Female||1.84509804||0.95424251||2.51851394||2.05307844||1.5797836||1.97312785||2.0211893||1||3.23829707||3.39654804&lt;br /&gt;
|-&lt;br /&gt;
| 3||Human_Geography||Female||1.91381385||1.07918125||2.55990663||2.26717173||1.91907809||2.14612804||2.33041377||1.59106461||3.33264041||3.5133508&lt;br /&gt;
|-&lt;br /&gt;
| 2||Human_Geography||Female||1.86332286||1.25527251||2.38560627||2.35793485||2.05307844||2.05690485||2.29446623||1.462398||3.20978301||3.41962536&lt;br /&gt;
|-&lt;br /&gt;
| 1||Human_Geography||Female||2.29003461||1.41497335||2.61909333||3.06032003||2.6009729||2.40312052||2.75891189||2.10380372||3.43200669||3.76604086&lt;br /&gt;
|-&lt;br /&gt;
| 5||Italian_Language||Female||0.60205999||0||0.69897||0.30103||0.60205999||0.77815125||1.43136376||0.47712125||1.89762709||2.08990511&lt;br /&gt;
|-&lt;br /&gt;
| 4||Italian_Language||Female||0.77815125||0||0.30103||0.47712125||0.90308999||0.60205999||1.49136169||0.30103||1.89762709||2.10720997&lt;br /&gt;
|-&lt;br /&gt;
| 3||Italian_Language||Female||0.90308999||0||1.23044892||0.47712125||0.95424251||1||1.70757018||0.77815125||2.20951501||2.41329976&lt;br /&gt;
|-&lt;br /&gt;
| 2||Italian_Language||Female||1.07918125||0||0.95424251||0.60205999||0.84509804||0.95424251||1.47712125||0.47712125||2.17026172||2.33243846&lt;br /&gt;
|-&lt;br /&gt;
| 1||Italian_Language||Female||1.23044892||0||1.07918125||0.84509804||0.95424251||1||1.17609126||0.90308999||2.33645973||2.45939249&lt;br /&gt;
|-&lt;br /&gt;
| 5||Japanese_Lang._&amp;amp;_Culture||Female||0.84509804||0||2.26951294||0||0||1.20411998||0||0||1.30103||2.35602586&lt;br /&gt;
|-&lt;br /&gt;
| 4||Japanese_Lang._&amp;amp;_Culture||Female||0.47712125||0||1.65321251||0||0.30103||0.47712125||0.30103||0||1.20411998||1.8260748&lt;br /&gt;
|-&lt;br /&gt;
| 3||Japanese_Lang._&amp;amp;_Culture||Female||0.95424251||0||2.02938378||0.77815125||0.47712125||1||0.60205999||0||1.59106461||2.23552845&lt;br /&gt;
|-&lt;br /&gt;
| 2||Japanese_Lang._&amp;amp;_Culture||Female||0.47712125||0||1.5797836||0.69897||0.30103||0.90308999||0||0||1.462398||1.90308999&lt;br /&gt;
|-&lt;br /&gt;
| 1||Japanese_Lang._&amp;amp;_Culture||Female||0.69897||0||1.84509804||0.60205999||0.47712125||0.90308999||0.77815125||0||1.78532984||2.18184359&lt;br /&gt;
|-&lt;br /&gt;
| 5||Latin:_Literature||Female||0.95424251||0.30103||1.66275783||1||0.47712125||1.14612804||0.69897||0.30103||2.26245109||2.42488164&lt;br /&gt;
|-&lt;br /&gt;
| 4||Latin:_Literature||Female||1||0||1.70757018||1.07918125||0.30103||1.17609126||0.47712125||0.30103||2.33243846||2.48144263&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Literature||Female||1.25527251||0.47712125||1.81954394||1.17609126||0.69897||1.38021124||0.90308999||0.30103||2.56937391||2.70243054&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Literature||Female||1.17609126||0.60205999||1.53147892||1.14612804||0.95424251||1.07918125||0.69897||0||2.39269695||2.52244423&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Literature||Female||1.23044892||0.60205999||1.8920946||1.38021124||1||1.44715803||1.44715803||0.47712125||2.60422605||2.76789762&lt;br /&gt;
|-&lt;br /&gt;
| 5||Latin:_Vergil||Female||1.34242268||0||1.8260748||1||0.47712125||1.34242268||0.90308999||0.30103||2.49136169||2.64048144&lt;br /&gt;
|-&lt;br /&gt;
| 4||Latin:_Vergil||Female||1.2787536||0.30103||1.81954394||1||0||1.30103||0.77815125||0.47712125||2.43933269||2.59549622&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Vergil||Female||1.36172784||0.69897||1.8260748||1.14612804||1||1.462398||1.11394335||0.69897||2.62838893||2.76566855&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Vergil||Female||1||0.69897||1.59106461||1.32221929||1||1.32221929||1.07918125||0.47712125||2.53275438||2.65705585&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Vergil||Female||1.30103||0.69897||1.59106461||1.2787536||1.11394335||1.17609126||1.17609126||0||2.54777471||2.673942&lt;br /&gt;
|-&lt;br /&gt;
| 5||Music_Theory||Female||1.32221929||0||2.2121876||1.07918125||0.90308999||1.38021124||1.11394335||0.30103||2.7355989||2.8920946&lt;br /&gt;
|-&lt;br /&gt;
| 4||Music_Theory||Female||1.5563025||0.47712125||2.21748394||1.23044892||0.90308999||1.39794001||1.20411998||0.47712125||2.83378437||2.97634998&lt;br /&gt;
|-&lt;br /&gt;
| 3||Music_Theory||Female||1.56820172||0.95424251||2.30103||1.60205999||1.2787536||1.66275783||1.76342799||1.07918125||3.02938378||3.17114115&lt;br /&gt;
|-&lt;br /&gt;
| 2||Music_Theory||Female||1.61278386||1.07918125||2.31386722||2.06445799||1.56820172||1.88081359||1.80617997||1.23044892||3.01535976||3.20330492&lt;br /&gt;
|-&lt;br /&gt;
| 1||Music_Theory||Female||1.38021124||0.69897||1.85125835||2.10037055||1.50514998||1.36172784||1.86332286||1.20411998||2.61909333||2.8909796&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_B||Female||1.66275783||0.30103||2.77597433||1||1.14612804||1.81291336||1.44715803||0.84509804||3.03981055||3.2688119&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_B||Female||1.77815125||0.90308999||2.81888541||1.63346846||1.41497335||1.97312785||1.5797836||0.84509804||3.19893187||3.39932753&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_B||Female||2.15836249||1.17609126||3.03140846||2.05307844||2.06069784||2.25042||2.09691001||1.47712125||3.49108141||3.68886457&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_B||Female||2.00432137||1.04139269||2.87273883||2.29446623||2.1172713||2.11058971||2.16731733||1.41497335||3.38327665||3.59073041&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_B||Female||2.1903317||1.62324929||2.92531209||2.79379038||2.70329138||2.32428246||2.64836001||1.56820172||3.38792347||3.72378394&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.30103||0.30103||2.38381537||0.77815125||0.60205999||1.14612804||0.95424251||0.47712125||2.51188336||2.79028516&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.14612804||0.69897||2.29225607||1.04139269||0.60205999||1.54406804||1.14612804||0.30103||2.54406804||2.79448805&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1||0.30103||2.00432137||0.60205999||0.69897||1.11394335||0.77815125||0.47712125||2.29446623||2.52244423&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.23044892||0.30103||2.11058971||1.14612804||0.90308999||1.11394335||1.14612804||0.30103||2.49554434||2.70243054&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Elec._&amp;amp;_Magnet.||Female||0.90308999||0.60205999||1.98227123||1.07918125||1.11394335||1.07918125||1.14612804||0.30103||2.31175386||2.55388303&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Mechanics||Female||1.59106461||0.30103||2.65030752||1||0.77815125||1.5797836||1.30103||0.47712125||2.84260924||3.09795107&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Mechanics||Female||1.68124124||0.47712125||2.65127801||1.34242268||1.20411998||1.81291336||1.44715803||0.90308999||3.00216606||3.21351776&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Mechanics||Female||1.61278386||0.95424251||2.54654266||1.462398||1.39794001||1.62324929||1.49136169||0.60205999||2.93298082||3.14050804&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Mechanics||Female||1.47712125||1.11394335||2.39093511||1.59106461||1.56820172||1.64345268||1.67209786||0.77815125||2.85125835||3.06595298&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Mechanics||Female||1.59106461||1.07918125||2.50379068||2.12385164||1.95904139||1.67209786||1.95424251||0.77815125||2.84633711||3.15563963&lt;br /&gt;
|-&lt;br /&gt;
| 5||Psychology||Female||2.54777471||1.53147892||3.30770992||2.42813479||2.13672057||2.70243054||2.56584782||1.86332286||3.99960896||4.13833428&lt;br /&gt;
|-&lt;br /&gt;
| 4||Psychology||Female||2.71432976||1.95904139||3.35372394||2.86923172||2.54032947||2.86332286||2.84509804||2.07188201||4.12309996||4.27348741&lt;br /&gt;
|-&lt;br /&gt;
| 3||Psychology||Female||2.58883173||1.86332286||3.19589965||2.92941893||2.57518784||2.74272513||2.82282165||2.10037055||4.01426846||4.17397253&lt;br /&gt;
|-&lt;br /&gt;
| 2||Psychology||Female||2.4785665||1.65321251||2.99211149||2.92220628||2.56702637||2.55022835||2.75891189||1.93951925||3.82633401||4.01051196&lt;br /&gt;
|-&lt;br /&gt;
| 1||Psychology||Female||2.70070372||1.90848502||3.17868924||3.42422807||3.01452054||2.80753503||3.16820275||2.30749604||3.89580915||4.20300567&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Language||Female||2.5390761||0.60205999||2.72098574||1.81954394||3.68322721||2.4440448||3.66726612||2.38560627||3.35140975||4.11961875&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Language||Female||2.7176705||1.20411998||2.94497591||2.20411998||3.75989437||2.56702637||3.64127576||2.50242712||3.61573969||4.21793117&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Language||Female||2.59879051||1.32221929||2.88479536||2.37106786||3.5895028||2.49692965||3.42862067||2.33041377||3.59824319||4.09600574&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Language||Female||2.56466606||1.43136376||2.92634245||2.54282543||3.45893986||2.5390761||3.29336255||2.2764618||3.64443859||4.05560765&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Language||Female||2.55990663||1.53147892||2.93851973||2.94792362||3.25791845||2.5563025||3.15014216||2.2278867||3.69749089||4.0366289&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Literature||Female||1.41497335||0.30103||1.75587486||0.84509804||2.45636603||1.462398||2.59439255||1.17609126||2.39967372||3.02448567&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Literature||Female||1.90308999||0||1.96848295||1.30103||2.95856388||1.65321251||2.87157294||1.49136169||2.61278386||3.36642296&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Literature||Female||1.88081359||0||1.83250891||1.36172784||3.11494442||1.64345268||2.97220284||1.54406804||2.52244423||3.44916973&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Literature||Female||1.61278386||0.47712125||1.47712125||1.11394335||2.87098881||1.32221929||2.72672721||1.34242268||2.08990511||3.18212921&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Literature||Female||1.93449845||0.47712125||1.462398||1.56820172||2.99431715||1.51851394||2.87794695||1.80617997||2.27415785||3.33725954&lt;br /&gt;
|-&lt;br /&gt;
| 5||Statistics||Female||2.01283722||0.77815125||3.01535976||1.62324929||1.62324929||2.06818586||1.69897||1.04139269||3.45239985||3.62664827&lt;br /&gt;
|-&lt;br /&gt;
| 4||Statistics||Female||2.34635297||1.30103||3.20682588||2.25767857||2.02938378||2.42651126||2.28330123||1.50514998||3.81304697||3.96023287&lt;br /&gt;
|-&lt;br /&gt;
| 3||Statistics||Female||2.46982202||1.67209786||3.25887663||2.56348109||2.39619935||2.58546073||2.51054501||1.75587486||3.95279244||4.09691001&lt;br /&gt;
|-&lt;br /&gt;
| 2||Statistics||Female||2.42488164||1.59106461||3.06182931||2.63346846||2.45939249||2.46089784||2.54654266||1.70757018||3.78859256||3.95453194&lt;br /&gt;
|-&lt;br /&gt;
| 1||Statistics||Female||2.58883173||1.85125835||3.22323627||3.23628528||2.9498777||2.67577834||2.96236934||2.11394335||3.85865748||4.12968989&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_2-D_Design||Female||1.44715803||0.90308999||2.10380372||1.43136376||1.17609126||1.54406804||1.54406804||1||2.8344207||2.98227123&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_2-D_Design||Female||1.88081359||0.60205999||2.29225607||1.75587486||1.69897||1.89762709||2.0374265||1||3.15836249||3.30384377&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_2-D_Design||Female||2.02530587||1.30103||2.47567119||2.0211893||2.04921802||2.11058971||2.22010809||1.38021124||3.3628593||3.51308436&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_2-D_Design||Female||2||1.30103||2.29003461||2.08635983||2.00432137||2.08635983||2.10037055||1.38021124||3.2367891||3.40260524&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_2-D_Design||Female||1.11394335||0.47712125||1.32221929||1.69019608||1.61278386||1.23044892||1.56820172||1.07918125||2.40823997||2.64443859&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_3-D_Design||Female||0.69897||0||1.11394335||0.77815125||0.90308999||0.30103||0.60205999||0.47712125||1.95424251||2.09342169&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_3-D_Design||Female||0.90308999||0.30103||1.2787536||1.14612804||1||1.04139269||1.11394335||0||2.08635983||2.28330123&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_3-D_Design||Female||1.36172784||0.90308999||1.72427587||1.43136376||1.34242268||1.5563025||1.60205999||0.60205999||2.61384182||2.78958071&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_3-D_Design||Female||1.20411998||0.69897||1.56820172||1.44715803||1.34242268||1.34242268||1.43136376||0.69897||2.45331834||2.64147411&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_3-D_Design||Female||0||0.30103||1||1.25527251||0.77815125||0.60205999||0.90308999||0||1.79239169||2.01703334&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_Drawing||Female||1.61278386||0.69897||2.41161971||1.44715803||1.38021124||1.59106461||1.69897||0.69897||2.87098881||3.07371835&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_Drawing||Female||1.75587486||0.84509804||2.41830129||1.71600334||1.69019608||1.83250891||1.90848502||1.25527251||3.07077646||3.24625231&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_Drawing||Female||2.0374265||1.14612804||2.64443859||2.0374265||2.08990511||2.17897695||2.28330123||1.23044892||3.36977229||3.54294985&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_Drawing||Female||1.97772361||1.20411998||2.32633586||2.15228834||2.11058971||2.04921802||2.08635983||1.38021124||3.18155777||3.37346372&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_Drawing||Female||1.25527251||0.30103||1.39794001||1.92941893||1.51851394||1.25527251||1.5563025||0.69897||2.34830486||2.64048144&lt;br /&gt;
|-&lt;br /&gt;
| 5||US_History||Female||2.69284692||1.462398||3.47683163||2.52374647||2.37657696||2.87448182||2.62736586||1.83250891||4.08895073||4.24546331&lt;br /&gt;
|-&lt;br /&gt;
| 4||US_History||Female||2.94546859||2.02938378||3.63083452||3.00732095||2.84447718||3.14426277||2.924796||2.24551267||4.37188025||4.51753897&lt;br /&gt;
|-&lt;br /&gt;
| 3||US_History||Female||3.00173371||2.28555731||3.61489722||3.26102483||3.12483015||3.18098558||3.1360861||2.34439227||4.43399372||4.58811477&lt;br /&gt;
|-&lt;br /&gt;
| 2||US_History||Female||3.12645611||2.50785587||3.67788058||3.54715912||3.45362407||3.26054837||3.36097188||2.5774918||4.50327303||4.69143515&lt;br /&gt;
|-&lt;br /&gt;
| 1||US_History||Female||3.10037055||2.53402611||3.55388303||3.8274339||3.70910028||3.19256745||3.61246596||2.72509452||4.28155603||4.62656618&lt;br /&gt;
|-&lt;br /&gt;
| 5||World_History||Female||2.07554696||1.04139269||2.9360108||2.14921911||1.78532984||2.37474835||2.10720997||1.30103||3.52569252||3.69258256&lt;br /&gt;
|-&lt;br /&gt;
| 4||World_History||Female||2.26007139||1.56820172||3.10822666||2.53655844||2.26717173||2.57634135||2.46538285||1.62324929||3.73679475||3.91323087&lt;br /&gt;
|-&lt;br /&gt;
| 3||World_History||Female||2.53529412||1.77085201||3.30899103||2.91434316||2.70415052||2.77959649||2.84447718||2.04532298||3.93490226||4.13918618&lt;br /&gt;
|-&lt;br /&gt;
| 2||World_History||Female||2.5899496||1.92941893||3.26197619||3.07954301||2.97818052||2.83378437||2.98542647||2.14612804||3.91745299||4.16148779&lt;br /&gt;
|-&lt;br /&gt;
| 1||World_History||Female||2.66558099||1.90848502||3.10243371||3.40380661||3.26834391||2.73957234||3.25309559||2.32014629||3.75258618||4.158272&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Percentage of Students)===&lt;br /&gt;
The table below contains the numbers of students and their relative proportion (percent).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| colspan=2| || colspan=5| '''Examination Grade''' || colspan=4| '''Summary Statistics''' &lt;br /&gt;
|-&lt;br /&gt;
| '''Disciplines''' ||  '''Sample Size''' || '''5''' || '''4''' || '''3''' || '''2''' || '''1''' || '''Number of Students''' || '''3 or Higher / %''' || '''Mean Grade''' || '''Standard Deviation'''&lt;br /&gt;
|-&lt;br /&gt;
| '''Art History''' || N || 2286 || 4243 || 5006 || 3550 || 3751 || 18836 || 11535 || 2.88 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.13633468 || 22.52601402 || 26.57676789 || 18.84688894 || 19.91399448 ||  || 61.23911659 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Biology''' || N || 27996 || 29338 || 30749 || 33664 || 23049 || 144796 || 88083 || 3.04 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.33478825 || 20.26160944 || 21.23608387 || 23.24926103 || 15.91825741 ||  || 60.83248156 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB''' || N || 44409 || 39682 || 40448 || 32704 || 54450 || 211693 || 124539 || 2.94 || 1.49&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.97802006 || 18.74506951 || 19.10691426 || 15.44878669 || 25.72120949 ||  || 58.83000383 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus BC''' || N || 27949 || 11489 || 12095 || 4090 || 8688 || 64311 || 51533 || 3.71 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.4591283 || 17.86475098 || 18.80704701 || 6.359720732 || 13.50935299 ||  || 80.13092628 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB Subscores''' || N || 32268 || 14168 || 8915 || 4222 || 4738 || 64311 || 55351 || 4.01 || 1.25&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 50.17493119 || 22.0304458 || 13.86232526 || 6.564973333 || 7.367324408 ||  || 86.06770226 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chemistry''' || N || 14820 || 17462 || 22321 || 17928 || 24605 || 97136 || 54603 || 2.79 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.25695931 || 17.97685719 || 22.97912206 || 18.45659694 || 25.3304645 ||  || 56.21293856 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language'''   (Total Group) || N || 2643 || 386 || 146 || 36 || 50 || 3261 || 3175 || 4.7 || 0.74&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 81.04875805 || 11.83685986 || 4.477154247 || 1.103955842 || 1.533272002 ||  || 97.36277216 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language''' (Standard Group)** || N || 177 || 71 || 60 || 24 || 31 || 363 || 308 || 3.93 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 48.76033058 || 19.55922865 || 16.52892562 || 6.611570248 || 8.539944904 ||  || 84.84848485 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' A || N || 2902 || 3434 || 2178 || 1433 || 5102 || 15049 || 8514 || 2.84 || 1.56&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.28367333 || 22.81879195 || 14.47272244 || 9.522227391 || 33.90258489 ||  || 56.57518772 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' AB || N || 1682 || 997 || 926 || 473 || 986 || 5064 || 3605 || 3.38 || 1.5&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.21484992 || 19.68799368 || 18.28593997 || 9.340442338 || 19.47077409 ||  || 71.18878357 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Macro''' || N || 8462 || 14693 || 9881 || 10311 || 16769 || 60116 || 33036 || 2.8 || 1.43&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 14.0761195 || 24.44108058 || 16.43655599 || 17.15183978 || 27.89440415 ||  || 54.95375607 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Micro''' || N || 6080 || 10300 || 7766 || 5459 || 7778 || 37383 || 24146 || 3.04 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.26407725 || 27.55263087 || 20.77414868 || 14.60289436 || 20.80624883 ||  || 64.59085681 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Language''' || N || 25840 || 51720 || 88529 || 85517 || 30624 || 282230 || 166089 || 2.85 || 1.12&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.155653191 || 18.32547922 || 31.36767884 || 30.30046416 || 10.85072459 ||  || 58.84881125 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Literature''' || N || 20829 || 62283 || 99267 || 90050 || 26049 || 298478 || 182379 || 2.87 || 1.06&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.978403768 || 20.86686456 || 33.25772754 || 30.16972775 || 8.727276382 ||  || 61.10299587 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Environmental Science''' || N || 5670 || 12092 || 9383 || 9183 || 16088 || 52416 || 27145 || 2.66 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.81730769 || 23.06929182 || 17.90102259 || 17.51945971 || 30.69291819 ||  || 51.7876221 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''European History''' || N || 10800 || 18314 || 34823 || 10910 || 22195 || 97042 || 63937 || 2.84 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.12920179 || 18.87224089 || 35.8844624 || 11.24255477 || 22.87154016 ||  || 65.88590507 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Total Group)** || N || 2743 || 3655 || 6643 || 4361 || 4307 || 21709 || 13041 || 2.82 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.63531254 || 16.83633516 || 30.60021189 || 20.08844258 || 19.83969782 ||  || 60.0718596 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Standard Group)** || N || 1244 || 2510 || 5331 || 3816 || 3928 || 16829 || 9085 || 2.6 || 1.2&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 7.392001901 || 14.91473052 || 31.67746152 || 22.6751441 || 23.34066195 ||  || 53.98419395 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Literature''' || N || 501 || 487 || 480 || 337 || 263 || 2068 || 1468 || 3.3 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.22630561 || 23.54932302 || 23.21083172 || 16.2959381 || 12.71760155 ||  || 70.98646035 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Total Group)** || N || 1316 || 1160 || 1158 || 1043 || 720 || 5397 || 3634 || 3.24 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.38391699 || 21.49342227 || 21.45636465 || 19.32555123 || 13.34074486 ||  || 67.33370391 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Standard Group)** || N || 342 || 760 || 938 || 885 || 635 || 3560 || 2040 || 2.8 || 1.23&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.606741573 || 21.34831461 || 26.34831461 || 24.85955056 || 17.83707865 ||  || 57.30337079 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics  Comparative''' || N || 2188 || 2635 || 3000 || 3039 || 2496 || 13358 || 7823 || 2.92 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.37969756 || 19.72600689 || 22.45845186 || 22.75041174 || 18.68543195 ||  || 58.56415631 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics United States''' || N || 9705 || 30488 || 43245 || 51620 || 25920 || 160978 || 83438 || 2.67 || 1.13&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.028774118 || 18.93923393 || 26.86391929 || 32.06649356 || 16.1015791 ||  || 51.83192734 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Human Geography''' || N || 3249 || 5183 || 6320 || 4724 || 9529 || 29005 || 14752 || 2.58 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.20151698 || 17.86933287 || 21.78934666 || 16.2868471 || 32.85295639 ||  || 50.86019652 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Total Group) || N || 252 || 209 || 393 || 329 || 459 || 1642 || 854 || 2.67 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.34713764 || 12.72838002 || 23.93422655 || 20.0365408 || 27.95371498 ||  || 52.00974421 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Standard Group)** || N || 85 || 138 || 311 || 292 || 433 || 1259 || 534 || 2.32 || 1.24&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.751389992 || 10.96108022 || 24.70214456 || 23.19301033 || 34.3923749 ||  || 42.41461477 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Total Group)** || N || 724 || 154 || 314 || 152 || 323 || 1667 || 1192 || 3.48 || 1.57&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.43131374 || 9.23815237 || 18.83623275 || 9.118176365 || 19.37612478 ||  || 71.50569886 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Standard Group)** || N || 102 || 66 || 182 || 99 || 218 || 667 || 350 || 2.6 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.29235382 || 9.895052474 || 27.28635682 || 14.84257871 || 32.68365817 ||  || 52.47376312 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Literature''' || N || 508 || 549 || 962 || 612 || 1140 || 3771 || 2019 || 2.65 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 13.47122779 || 14.55847255 || 25.51047468 || 16.22911695 || 30.23070804 ||  || 53.54017502 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Vergil''' || N || 937 || 911 || 1229 || 931 || 921 || 4929 || 3077 || 3 || 1.37&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.00994116 || 18.4824508 || 24.9340637 || 18.88821262 || 18.68533171 ||  || 62.42645567 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' || N || 2210 || 2263 || 3400 || 3517 || 1804 || 13194 || 7873 || 2.97 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.7500379 || 17.15173564 || 25.76928907 || 26.65605578 || 13.67288161 ||  || 59.6710626 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Aural Subscore || N || 2184 || 2296 || 3219 || 3767 || 1728 || 13194 || 7699 || 2.96 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.55297863 || 17.40184933 || 24.39745339 || 28.55085645 || 13.09686221 ||  || 58.35228134 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Nonaural Subscore || N || 2240 || 2305 || 3398 || 3461 || 1790 || 13194 || 7943 || 2.98 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.97741398 || 17.47006215 || 25.75413067 || 26.23162043 || 13.56677278 ||  || 60.20160679 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics B''' || N || 8869 || 9279 || 14931 || 10210 || 11601 || 54890 || 33079 || 2.88 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.15777009 || 16.90471853 || 27.20167608 || 18.60083804 || 21.13499727 ||  || 60.26416469 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C E&amp;amp;M''' || N || 3787 || 2871 || 1354 || 1890 || 1290 || 11192 || 8012 || 3.53 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.83666905 || 25.65225161 || 12.09792709 || 16.88706219 || 11.52609006 ||  || 71.58684775 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C Mechanics''' || N || 6877 || 6669 || 5268 || 3699 || 3801 || 26314 || 18814 || 3.35 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 26.13437714 || 25.34392339 || 20.01976134 || 14.05715589 || 14.44478225 ||  || 71.49806187 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Psychology''' || N || 21833 || 30430 || 23851 || 15902 || 24112 || 116128 || 76114 || 3.09 || 1.41&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 18.80080601 || 26.20384403 || 20.53854368 || 13.69351061 || 20.76329567 ||  || 65.54319372 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Total Group) || N || 20397 || 25383 || 19464 || 17892 || 18063 || 101199 || 65244 || 3.12 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.1553375 || 25.08226366 || 19.23339163 || 17.6800166 || 17.8489906 ||  || 64.4709928 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Standard Group)** || N || 4299 || 8269 || 8085 || 9230 || 11290 || 41173 || 20653 || 2.64 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.44130862 || 20.0835499 || 19.63665509 || 22.41760377 || 27.42088262 ||  || 50.16151361 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Literature''' || N || 1757 || 3464 || 4207 || 2277 || 3616 || 15321 || 9428 || 2.83 || 1.32&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.46791985 || 22.60949024 || 27.45904314 || 14.86195418 || 23.60159259 ||  || 61.53645323 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Statistics''' || N || 11643 || 21076 || 24922 || 16755 || 23637 || 98033 || 57641 || 2.8 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.87661298 || 21.49888303 || 25.42205176 || 17.09118358 || 24.11126865 ||  || 58.79754776 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art Drawing''' || N || 1681 || 2470 || 5043 || 3546 || 818 || 13558 || 9194 || 3.05 || 1.09&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.39858386 || 18.21802626 || 37.19575159 || 26.15430004 || 6.03333825 ||  || 67.81236171 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 2-D Design''' || N || 1494 || 2861 || 4665 || 3674 || 716 || 13410 || 9020 || 3.06 || 1.07&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.1409396 || 21.33482476 || 34.78747204 || 27.39746458 || 5.339299031 ||  || 67.26323639 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 3-D Design''' || N || 223 || 324 || 935 || 665 || 173 || 2320 || 1482 || 2.9 || 1.05&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.612068966 || 13.96551724 || 40.30172414 || 28.6637931 || 7.456896552 ||  || 63.87931034 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''United States History''' || N || 37110 || 66325 || 74153 || 87268 || 68706 || 333562 || 177588 || 2.75 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.125368 || 19.88385967 || 22.23064977 || 26.16245256 || 20.59767 ||  || 53.23987744 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''World History''' || N || 11461 || 17183 || 26616 || 24773 || 21942 || 101975 || 55260 || 2.72 || 1.28&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;hr&amp;gt;&lt;br /&gt;
* SOCR Home page: http://www.socr.ucla.edu&lt;br /&gt;
&lt;br /&gt;
{{translate|pageName=http://wiki.stat.ucla.edu/socr/index.php?title=SOCR_Data_Dinov_030708_APExamScores}}&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11364</id>
		<title>SOCR Data Dinov 030708 APExamScores</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11364"/>
		<updated>2011-10-31T18:14:55Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* 2007 AP Exam Scores (Genders and Grace Levels) (Log Transformation) */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== [[SOCR_Data |SOCR Data]] - 2007 Advanced Placement (AP) Exam Scores by Discipline==&lt;br /&gt;
&lt;br /&gt;
===Data Description===&lt;br /&gt;
* '''Source''': [http://professionals.collegeboard.com/data-reports-research/ap/data-2007 The College Board AP Results for 2007].&lt;br /&gt;
&lt;br /&gt;
* '''Summary''':&lt;br /&gt;
[[Image:SOCR_Data_Dinov_APExams_062408_Fig1.png|150px|thumbnail|right| [http://www.hoover.org/publications/ednext/3260116.html AP Exams] ]]&lt;br /&gt;
&lt;br /&gt;
: The goals of collecting this data on AP exam scores by discipline was to gauge the individual success on an AP Exam in 2007. Most students view a grade of 3 or higher as a successful grade (grade range {1 (worst), 2, 3, 4, 5(best)}. Of interest was to evaluate the performance for each grade level, type of school, or geographic location.&lt;br /&gt;
&lt;br /&gt;
: This table reflects 2,533,431 AP Examinations taken by 1,464,254 students from 16,464 secondary schools.&lt;br /&gt;
&lt;br /&gt;
: Standard students generally receive most of their foreign language training in U.S. schools. They did not indicate on their answer sheet that they regularly speak or hear the foreign language of the examination, or that they have lived for one month or more   in a country where the language is spoken.&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Genders and Grace Levels)===&lt;br /&gt;
The table below contains the raw numbers of students taking different AP exams, their scores and grade levels and genders.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || colspan=&amp;quot;5&amp;quot; |Examination Grade||colspan=&amp;quot;4&amp;quot;|Summary Statistics||colspan=&amp;quot;7&amp;quot;|Grade Level||colspan=&amp;quot;2&amp;quot;|Gender&lt;br /&gt;
|-&lt;br /&gt;
|5||4||3||2||1||Number of Students||3 or Higher%||Mean Grade||Standard Deviation||9th Grade||10th Grade||11th Grade||12th Grade||Not HS||&amp;lt;9th Grade||Other||Male||Female&lt;br /&gt;
|-&lt;br /&gt;
| Biology||27996.00||29338.00||30749.00||33664.00||23049.00||144796.00||88083.00||3.04||1.36||1368.00||13311.00||54119.00||70493.00||85.00||24.00||5396.00||60597.00||84199.00&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB||44409.00||39682.00||40448.00||32704.00||54450.00||211693.00||124539.00||2.94||1.49||190.00||2655.00||38717.00||162361.00||484.00||30.00||7256.00||109095.00||102598.00&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB Subscores||32268.00||14168.00||8915.00||4222.00||4738.00||64311.00||55351.00||4.01||1.25||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Calculus BC||27949.00||11489.00||12095.00||4090.00||8688.00||64311.00||51533.00||3.71||1.42||121.00||1255.00||14142.00||46713.00||134.00||15.00||1931.00||38028.00||26283.00&lt;br /&gt;
|-&lt;br /&gt;
| Chemistry||14820.00||17462.00||22321.00||17928.00||24605.00||97136.00||54603.00||2.79||1.39||50.00||5550.00||50226.00||37751.00||220.00||5.00||3334.00||51743.00||45393.00&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Standard Group)**||177.00||71.00||60.00||24.00||31.00||363.00||308.00||3.93||1.30||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Total Group)**||2643.00||386.00||146.00||36.00||50.00||3261.00||3175.00||4.70||0.74||80.00||367.00||1193.00||1453.00||5.00||7.00||156.00||1482.00||1779.00&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science A||2902.00||3434.00||2178.00||1433.00||5102.00||15049.00||8514.00||2.84||1.56||215.00||2508.00||5539.00||6274.00||13.00||3.00||497.00||12282.00||2767.00&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science AB||1682.00||997.00||926.00||473.00||986.00||5064.00||3605.00||3.38||1.50||43.00||599.00||2024.00||2246.00||13.00||5.00||134.00||4461.00||603.00&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Macro||8462.00||14693.00||9881.00||10311.00||16769.00||60116.00||33036.00||2.80||1.43||109.00||876.00||6684.00||49818.00||245.00||2.00||2382.00||32931.00||27185.00&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Micro||6080.00||10300.00||7766.00||5459.00||7778.00||37383.00||24146.00||3.04||1.38||24.00||1109.00||5589.00||29006.00||228.00||2.00||1425.00||21438.00||15945.00&lt;br /&gt;
|-&lt;br /&gt;
| English Language||25840.00||51720.00||88529.00||85517.00||30624.00||282230.00||166089.00||2.85||1.12||90.00||4346.00||229191.00||37769.00||64.00||3.00||10767.00||104425.00||177805.00&lt;br /&gt;
|-&lt;br /&gt;
| English Literature||20829.00||62283.00||99267.00||90050.00||26049.00||298478.00||182379.00||2.87||1.06||20.00||651.00||23745.00||262341.00||151.00||4.00||11566.00||108109.00||190369.00&lt;br /&gt;
|-&lt;br /&gt;
| Environmental Science||5670.00||12092.00||9383.00||9183.00||16088.00||52416.00||27145.00||2.66||1.40||728.00||2068.00||17448.00||29665.00||45.00||0.00||2462.00||23129.00||29287.00&lt;br /&gt;
|-&lt;br /&gt;
| European History||10800.00||18314.00||34823.00||10910.00||22195.00||97042.00||63937.00||2.84||1.28||419.00||48885.00||15659.00||28580.00||36.00||1.00||3462.00||45075.00||51967.00&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Standard Group)**||1244.00||2510.00||5331.00||3816.00||3928.00||16829.00||9085.00||2.60||1.20||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Total Group)**||2743.00||3655.00||6643.00||4361.00||4307.00||21709.00||13041.00||2.82||1.28||162.00||1119.00||5943.00||13555.00||13.00||84.00||833.00||6535.00||15174.00&lt;br /&gt;
|-&lt;br /&gt;
| French Literature||501.00||487.00||480.00||337.00||263.00||2068.00||1468.00||3.30||1.34||10.00||111.00||489.00||1360.00||2.00||0.00||96.00||594.00||1474.00&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Standard Group)**||342.00||760.00||938.00||885.00||635.00||3560.00||2040.00||2.80||1.23||.||.||.||.||.||.||.||.||&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Total Group)**||1316.00||1160.00||1158.00||1043.00||720.00||5397.00||3634.00||3.24||1.36||80.00||302.00||1273.00||3505.00||12.00||39.00||186.00||2778.00||2619.00&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics Comparative||2188.00||2635.00||3000.00||3039.00||2496.00||13358.00||7823.00||2.92||1.35||8.00||711.00||2285.00||9745.00||15.00||0.00||594.00||6986.00||6372.00&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics United States||9705.00||30488.00||43245.00||51620.00||25920.00||160978.00||83438.00||2.67||1.13||946.00||8258.00||16900.00||128710.00||55.00||6.00||6103.00||75427.00||85551.00&lt;br /&gt;
|-&lt;br /&gt;
| Human Geography||3249.00||5183.00||6320.00||4724.00||9529.00||29005.00||14752.00||2.58||1.39||12546.00||5219.00||3874.00||6229.00||10.00||2.00||1125.00||13182.00||15823.00&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Standard Group)**||85.00||138.00||311.00||292.00||433.00||1259.00||534.00||2.32||1.24||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Total Group)**||252.00||209.00||393.00||329.00||459.00||1642.00||854.00||2.67||1.40||8.00||27.00||263.00||1267.00||6.00||0.00||71.00||582.00||1060.00&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Standard Group)**||102.00||66.00||182.00||99.00||218.00||667.00||350.00||2.60||1.42||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Total Group)**||724.00||154.00||314.00||152.00||323.00||1667.00||1192.00||3.48||1.57||31.00||96.00||456.00||1026.00||3.00||2.00||53.00||773.00||894.00&lt;br /&gt;
|-&lt;br /&gt;
| Latin Literature||508.00||549.00||962.00||612.00||1140.00||3771.00||2019.00||2.65||1.39||11.00||156.00||1564.00||1920.00||3.00||1.00||116.00||1766.00||2005.00&lt;br /&gt;
|-&lt;br /&gt;
| Latin Vergil||937.00||911.00||1229.00||931.00||921.00||4929.00||3077.00||3.00||1.37||36.00||313.00||2112.00||2299.00||1.00||1.00||167.00||2578.00||2351.00&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory||2210.00||2263.00||3400.00||3517.00||1804.00||13194.00||7873.00||2.97||1.29||105.00||1175.00||4239.00||7189.00||12.00||15.00||459.00||7507.00||5687.00&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Aural Subscore||2184.00||2296.00||3219.00||3767.00||1728.00||13194.00||7699.00||2.96||1.28||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Nonaural Subscore||2240.00||2305.00||3398.00||3461.00||1790.00||13194.00||7943.00||2.98||1.29||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Physics B||8869.00||9279.00||14931.00||10210.00||11601.00||54890.00||33079.00||2.88||1.35||103.00||1144.00||19411.00||32138.00||77.00||24.00||1993.00||35711.00||19179.00&lt;br /&gt;
|-&lt;br /&gt;
| Physics C E&amp;amp;M||3787.00||2871.00||1354.00||1890.00||1290.00||11192.00||8012.00||3.53||1.40||5.00||132.00||1275.00||9370.00||83.00||5.00||322.00||8678.00||2514.00&lt;br /&gt;
|-&lt;br /&gt;
| Physics C Mechanics||6877.00||6669.00||5268.00||3699.00||3801.00||26314.00||18814.00||3.35||1.38||8.00||218.00||3498.00||21651.00||99.00||9.00||831.00||19291.00||7023.00&lt;br /&gt;
|-&lt;br /&gt;
| Psychology||21833.00||30430.00||23851.00||15902.00||24112.00||116128.00||76114.00||3.09||1.41||123.00||3329.00||37075.00||70456.00||88.00||5.00||5052.00||40920.00||75208.00&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Standard Group)**||4299.00||8269.00||8085.00||9230.00||11290.00||41173.00||20653.00||2.64||1.34||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Total Group)**||20397.00||25383.00||19464.00||17892.00||18063.00||101199.00||65244.00||3.12||1.39||2677.00||11677.00||35429.00||43772.00||133.00||2864.00||4647.00||36166.00||65033.00&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Literature||1757.00||3464.00||4207.00||2277.00||3616.00||15321.00||9428.00||2.83||1.32||129.00||1114.00||4541.00||8598.00||7.00||0.00||932.00||5100.00||10221.00&lt;br /&gt;
|-&lt;br /&gt;
| Statistics||11643.00||21076.00||24922.00||16755.00||23637.00||98033.00||57641.00||2.80||1.34||117.00||3964.00||18782.00||71348.00||193.00||10.00||3619.00||48854.00||49179.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 2-D Design||1494.00||2861.00||4665.00||3674.00||716.00||13410.00||9020.00||3.06||1.07||16.00||212.00||2314.00||10169.00||22.00||1.00||676.00||3895.00||9515.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 3-D Design||223.00||324.00||935.00||665.00||173.00||2320.00||1482.00||2.90||1.05||5.00||41.00||300.00||1822.00||5.00||0.00||147.00||823.00||1497.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art Drawing||1681.00||2470.00||5043.00||3546.00||818.00||13558.00||9194.00||3.05||1.09||8.00||316.00||2506.00||10012.00||22.00||0.00||694.00||3964.00||9594.00&lt;br /&gt;
|-&lt;br /&gt;
| United States History||37110.00||66325.00||74153.00||87268.00||68706.00||333562.00||177588.00||2.75||1.29||354.00||27033.00||277343.00||17332.00||40.00||10.00||11450.00||151569.00||181993.00&lt;br /&gt;
|-&lt;br /&gt;
| World History||11461.00||17183.00||26616.00||24773.00||21942.00||101975.00||55260.00||2.72||1.28||4685.00||78011.00||10172.00||5561.00||19.00||4.00||3523.00||45716.00||56259.00&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution===&lt;br /&gt;
The table below contains the numbers and scores of US students taking different AP exams.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || rowspan=&amp;quot;2&amp;quot;|Examination Grade||colspan=&amp;quot;2&amp;quot;|Gender||colspan=&amp;quot;9&amp;quot;|Ethnic Group||rowspan=&amp;quot;2&amp;quot;|Total&lt;br /&gt;
|-&lt;br /&gt;
|Male||Female||Not Stated||American Indian||Asian||Black||Mexican American||Other||Other Hispanic||Puerto Rican||White&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Art History||5||730||1469||86||8||352||28||45||122||64||8||1486||2199&lt;br /&gt;
|-&lt;br /&gt;
| 4||1377||2763||160||14||670||74||138||223||213||18||2630||4140&lt;br /&gt;
|-&lt;br /&gt;
| 3||1614||3288||190||25||711||141||211||242||348||37||2997||4902&lt;br /&gt;
|-&lt;br /&gt;
| 2||1141||2332||124||16||511||145||223||163||291||35||1965||3473&lt;br /&gt;
|-&lt;br /&gt;
| 1||1296||2403||162||22||499||279||347||152||461||41||1736||3699&lt;br /&gt;
|-&lt;br /&gt;
| Total||6158||12255||722||85||2743||667||964||902||1377||139||10814||18413&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.85||2.88||2.84||2.65||2.95||2.14||2.29||3.00||2.37||2.40||3.02||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Biology||5||13617||13318||731||51||7032||398||317||1150||560||96||16600||26935&lt;br /&gt;
|-&lt;br /&gt;
| 4||13026||15463||771||100||5569||808||526||1223||726||132||18634||28489&lt;br /&gt;
|-&lt;br /&gt;
| 3||12717||17312||833||140||4954||1143||824||1177||988||182||19788||30029&lt;br /&gt;
|-&lt;br /&gt;
| 2||12309||20768||997||193||4740||2089||1555||1303||1481||272||20447||33077&lt;br /&gt;
|-&lt;br /&gt;
| 1||7354||15437||737||152||2920||3585||2174||893||1965||283||10082||22791&lt;br /&gt;
|-&lt;br /&gt;
| Total||59023||82298||4069||636||25215||8023||5396||5746||5720||965||85551||141321&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.22||2.88||2.94||2.54||3.36||2.05||2.12||3.08||2.38||2.47||3.13||3.03&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus AB||5||25366||16543||962||84||8008||512||617||1202||901||115||29508||41909&lt;br /&gt;
|-&lt;br /&gt;
| 4||20395||17916||897||110||6279||853||798||1178||947||135||27114||38311&lt;br /&gt;
|-&lt;br /&gt;
| 3||19533||19635||983||154||6015||1213||1298||1191||1216||180||26918||39168&lt;br /&gt;
|-&lt;br /&gt;
| 2||15484||16379||749||143||4744||1417||1445||1007||1231||172||20955||31863&lt;br /&gt;
|-&lt;br /&gt;
| 1||24230||29065||1438||332||6876||5334||4557||1563||3312||405||29478||53295&lt;br /&gt;
|-&lt;br /&gt;
| Total||105008||99538||5029||823||31922||9329||8715||6141||7607||1007||133973||204546&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.07||2.76||2.84||2.36||3.12||1.91||2.02||2.91||2.33||2.39||3.05||2.92&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus BC||5||17507||9396||654||53||8045||247||296||918||462||80||16148||26903&lt;br /&gt;
|-&lt;br /&gt;
| 4||6460||4771||268||25||2876||219||180||415||272||38||6938||11231&lt;br /&gt;
|-&lt;br /&gt;
| 3||6450||5410||276||25||2939||306||333||384||337||42||7218||11860&lt;br /&gt;
|-&lt;br /&gt;
| 2||2091||1944||104||18||965||138||146||138||128||17||2381||4035&lt;br /&gt;
|-&lt;br /&gt;
| 1||4382||4203||223||33||1969||494||442||323||393||30||4678||8585&lt;br /&gt;
|-&lt;br /&gt;
| Total||36890||25724||1525||154||16794||1404||1397||2178||1592||207||37363||62614&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.83||3.51||3.67||3.31||3.84||2.71||2.82||3.67||3.18||3.58||3.74||3.70&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chemistry||5||9090||4631||348||25||4372||153||104||486||204||35||7994||13721&lt;br /&gt;
|-&lt;br /&gt;
| 4||9620||6935||446||38||4151||316||207||572||322||53||10450||16555&lt;br /&gt;
|-&lt;br /&gt;
| 3||11583||9871||542||85||4371||569||432||823||552||97||13983||21454&lt;br /&gt;
|-&lt;br /&gt;
| 2||8607||8788||424||76||3034||689||499||599||559||99||11416||17395&lt;br /&gt;
|-&lt;br /&gt;
| 1||10549||13633||653||144||3535||2475||1701||945||1450||205||13074||24182&lt;br /&gt;
|-&lt;br /&gt;
| Total||49449||43858||2413||368||19463||4202||2943||3425||3087||489||56917||93307&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.55||2.76||2.25||3.14||1.81||1.82||2.72||2.12||2.21||2.80||2.77&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chinese Lang &amp;amp; Cultures||5||854||1118||77||.||1857||.||.||20||.||.||16||1972&lt;br /&gt;
|-&lt;br /&gt;
| 4||145||158||8||.||264||.||.||7||.||.||23||303&lt;br /&gt;
|-&lt;br /&gt;
| 3||65||48||11||.||76||3||.||3||.||.||19||113&lt;br /&gt;
|-&lt;br /&gt;
| 2||14||16||1||.||14||.||.||3||.||.||10||30&lt;br /&gt;
|-&lt;br /&gt;
| 1||17||25||.||.||18||2||.||1||.||.||16||42&lt;br /&gt;
|-&lt;br /&gt;
| Total||1095||1365||97||4||2229||5||4||34||3||.||84||2460&lt;br /&gt;
|-&lt;br /&gt;
| Mean||4.65||4.71||4.66||.||4.76||2.20||.||4.24||.||.||3.15||4.68&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science A||5||2386||396||51||6||717||25||25||102||51||12||1793||2782&lt;br /&gt;
|-&lt;br /&gt;
| 4||2810||491||81||8||782||56||60||124||91||14||2085||3301&lt;br /&gt;
|-&lt;br /&gt;
| 3||1726||375||48||12||485||46||51||73||61||12||1313||2101&lt;br /&gt;
|-&lt;br /&gt;
| 2||1119||261||25||6||296||41||43||59||50||11||849||1380&lt;br /&gt;
|-&lt;br /&gt;
| 1||3823||1142||144||22||1039||472||250||216||312||34||2476||4965&lt;br /&gt;
|-&lt;br /&gt;
| Total||11864||2665||349||54||3319||640||429||574||565||83||8516||14529&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.90||2.53||2.63||2.44||2.95||1.63||1.99||2.72||2.15||2.51||2.98||2.83&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science AB||5||1433||179||33||2||444||15||12||63||18||6||1019||1612&lt;br /&gt;
|-&lt;br /&gt;
| 4||831||129||10||2||247||10||17||31||14||3||626||960&lt;br /&gt;
|-&lt;br /&gt;
| 3||787||105||29||1||248||13||11||43||21||2||524||892&lt;br /&gt;
|-&lt;br /&gt;
| 2||401||53||18||2||128||10||3||16||14||2||261||454&lt;br /&gt;
|-&lt;br /&gt;
| 1||820||125||27||6||224||29||32||38||32||4||553||945&lt;br /&gt;
|-&lt;br /&gt;
| Total||4272||591||117||13||1291||77||75||191||99||17||2983||4863&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.39||3.31||3.03||2.38||3.43||2.64||2.65||3.34||2.72||3.29||3.43||3.38&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Macro||5||5037||2469||189||14||1819||68||111||278||189||20||4818||7506&lt;br /&gt;
|-&lt;br /&gt;
| 4||8373||5251||374||36||2698||279||303||495||505||47||8887||13624&lt;br /&gt;
|-&lt;br /&gt;
| 3||5234||4058||241||32||1644||313||360||341||409||44||5908||9292&lt;br /&gt;
|-&lt;br /&gt;
| 2||5146||4718||301||34||1617||402||542||364||529||75||6000||9864&lt;br /&gt;
|-&lt;br /&gt;
| 1||7212||9203||502||83||2015||1687||1746||586||1805||178||7813||16415&lt;br /&gt;
|-&lt;br /&gt;
| Total||31002||25699||1607||199||9793||2749||3062||2064||3437||364||33426||56701&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.50||2.66||2.32||3.07||1.78||1.85||2.77||2.05||2.05||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Micro||5||3697||1401||152||9||1261||44||49||193||78||10||3302||5098&lt;br /&gt;
|-&lt;br /&gt;
| 4||5791||3369||260||20||1871||177||175||340||249||32||6036||9160&lt;br /&gt;
|-&lt;br /&gt;
| 3||4012||3090||209||20||1242||226||209||264||249||47||4636||7102&lt;br /&gt;
|-&lt;br /&gt;
| 2||2654||2457||157||18||788||238||234||182||189||32||3273||5111&lt;br /&gt;
|-&lt;br /&gt;
| 1||3360||4115||247||26||950||960||635||266||619||132||3640||7475&lt;br /&gt;
|-&lt;br /&gt;
| Total||19514||14432||1025||93||6112||1645||1302||1245||1384||253||20887||33946&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.20||2.69||2.92||2.66||3.28||1.85||2.05||3.01||2.26||2.04||3.10||2.98&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lang &amp;amp; Composition||5||10163||15274||704||62||3680||402||333||1100||609||92||18455||25437&lt;br /&gt;
|-&lt;br /&gt;
| 4||19690||31194||1382||209||6156||1281||1189||2043||1592||231||36801||50884&lt;br /&gt;
|-&lt;br /&gt;
| 3||31986||55167||2391||476||9374||3941||3697||3206||3726||566||59776||87153&lt;br /&gt;
|-&lt;br /&gt;
| 2||29442||54801||2560||663||8342||7901||7949||3130||6296||804||46598||84243&lt;br /&gt;
|-&lt;br /&gt;
| 1||11540||18709||1035||300||2122||6162||4937||989||3997||342||10365||30249&lt;br /&gt;
|-&lt;br /&gt;
| Total||102821||175145||8072||1710||29674||19687||18105||10468||16220||2035||171995||277966&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.83||2.77||2.46||3.03||2.08||2.12||2.92||2.29||2.47||3.04||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lit &amp;amp; Composition||5||6482||13815||645||39||2628||264||237||871||365||72||15176||20297&lt;br /&gt;
|-&lt;br /&gt;
| 4||21394||39453||1737||213||6731||1413||1054||2151||1495||252||45801||60847&lt;br /&gt;
|-&lt;br /&gt;
| 3||35632||61469||2744||470||9489||4196||3090||3162||3487||644||69819||97101&lt;br /&gt;
|-&lt;br /&gt;
| 2||32099||56235||2574||651||8637||9177||6305||3068||5555||934||51433||88334&lt;br /&gt;
|-&lt;br /&gt;
| 1||10314||15424||855||254||2138||6879||3148||857||2974||357||8276||25738&lt;br /&gt;
|-&lt;br /&gt;
| Total||105921||186396||8555||1627||29623||21929||13834||10109||13876||2259||190505||292317&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.83||2.89||2.85||2.47||2.97||2.04||2.20||2.91||2.33||2.45||3.04||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Environmental Science||5||3313||2270||177||10||824||53||69||205||123||21||4101||5583&lt;br /&gt;
|-&lt;br /&gt;
| 4||6146||5798||365||36||1420||246||244||460||401||61||8711||11944&lt;br /&gt;
|-&lt;br /&gt;
| 3||4264||5029||285||35||1054||314||244||369||358||53||6581||9293&lt;br /&gt;
|-&lt;br /&gt;
| 2||3682||5421||300||50||973||416||323||336||479||61||6165||9103&lt;br /&gt;
|-&lt;br /&gt;
| 1||5464||10511||560||94||1593||1951||1072||644||1520||181||8360||15975&lt;br /&gt;
|-&lt;br /&gt;
| Total||22869||29029||1687||225||5864||2980||1952||2014||2881||377||33918||51898&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.45||2.58||2.19||2.81||1.67||1.93||2.63||2.00||2.15||2.82||2.65&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|European History||5||5633||4933||301||19||1662||109||120||425||262||29||7639||10566&lt;br /&gt;
|-&lt;br /&gt;
| 4||9106||8811||527||61||2481||304||275||753||508||78||12930||17917&lt;br /&gt;
|-&lt;br /&gt;
| 3||16137||18077||986||139||4169||939||881||1393||1098||181||24428||34214&lt;br /&gt;
|-&lt;br /&gt;
| 2||4661||6079||324||56||1271||438||408||401||455||74||7313||10740&lt;br /&gt;
|-&lt;br /&gt;
| 1||8737||13161||730||116||2377||1761||1557||927||1364||227||12839||21898&lt;br /&gt;
|-&lt;br /&gt;
| Total||44274||51061||2868||391||11960||3551||3241||3899||3687||589||65149||95335&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.73||2.77||2.52||2.98||2.03||2.07||2.83||2.42||2.33||2.93||2.84&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Language||5||701||1450||91||1||201||144||23||170||87||6||1428||2151&lt;br /&gt;
|-&lt;br /&gt;
| 4||884||2221||114||4||374||182||58||220||111||10||2032||3105&lt;br /&gt;
|-&lt;br /&gt;
| 3||1810||4237||193||10||783||302||180||298||273||7||4001||6047&lt;br /&gt;
|-&lt;br /&gt;
| 2||1161||2981||163||12||498||204||181||180||191||7||2706||4142&lt;br /&gt;
|-&lt;br /&gt;
| 1||1286||2924||134||12||466||300||329||188||308||25||2448||4210&lt;br /&gt;
|-&lt;br /&gt;
| Total||5842||13813||695||39||2322||1132||771||1056||970||55||12615||19655&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.73||2.81||2.23||2.72||2.70||2.05||3.00||2.46||2.36||2.78||2.74&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Literature||5||118||314||28||.||44||13||6||28||14||2||297||432&lt;br /&gt;
|-&lt;br /&gt;
| 4||114||319||16||.||53||23||4||24||11||2||300||433&lt;br /&gt;
|-&lt;br /&gt;
| 3||121||322||24||.||50||27||5||25||17||||294||443&lt;br /&gt;
|-&lt;br /&gt;
| 2||101||217||14||.||38||17||10||20||13||1||205||318&lt;br /&gt;
|-&lt;br /&gt;
| 1||85||166||7||.||24||17||3||12||20||1||167||251&lt;br /&gt;
|-&lt;br /&gt;
| Total||539||1338||89||1||209||97||28||109||75||6||1263||1877&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.15||3.30||3.49||.||3.26||2.98||3.00||3.33||2.81||3.50||3.28||3.25&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|German Language||5||464||510||39||2||48||18||1||44||13||1||808||974&lt;br /&gt;
|-&lt;br /&gt;
| 4||533||530||25||4||72||14||10||46||20||1||871||1063&lt;br /&gt;
|-&lt;br /&gt;
| 3||600||516||29||3||67||15||9||37||24||3||929||1116&lt;br /&gt;
|-&lt;br /&gt;
| 2||530||499||30||3||62||11||16||39||19||6||843||1029&lt;br /&gt;
|-&lt;br /&gt;
| 1||415||298||20||7||44||30||24||24||30||5||529||713&lt;br /&gt;
|-&lt;br /&gt;
| Total||2542||2353||143||19||293||88||60||190||106||16||3980||4895&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.19||3.23||2.53||3.06||2.76||2.13||3.25||2.69||2.19||3.15||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics Comp||5||1256||784||60||2||281||28||29||78||62||8||1492||2040&lt;br /&gt;
|-&lt;br /&gt;
| 4||1461||1057||92||11||340||47||50||106||77||11||1784||2518&lt;br /&gt;
|-&lt;br /&gt;
| 3||1488||1390||104||17||344||90||61||134||103||23||2002||2878&lt;br /&gt;
|-&lt;br /&gt;
| 2||1481||1456||85||10||322||156||81||148||127||17||1991||2937&lt;br /&gt;
|-&lt;br /&gt;
| 1||1072||1382||106||22||262||262||134||114||147||24||1383||2454&lt;br /&gt;
|-&lt;br /&gt;
| Total||6758||6069||447||62||1549||583||355||580||516||83||8652||12827&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.74||2.81||2.37||3.04||2.01||2.32||2.80||2.57||2.54||3.00||2.90&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics US||5||5392||4272||267||18||1341||127||138||359||186||25||7203||9664&lt;br /&gt;
|-&lt;br /&gt;
| 4||16375||13992||829||100||3901||580||624||1113||825||131||22264||30367&lt;br /&gt;
|-&lt;br /&gt;
| 3||21584||21509||1101||179||5304||1464||1385||1518||1544||242||30356||43093&lt;br /&gt;
|-&lt;br /&gt;
| 2||22468||28942||1483||279||6275||3227||3145||1925||2815||401||31860||51410&lt;br /&gt;
|-&lt;br /&gt;
| 1||9325||16487||757||160||2885||4032||3439||972||3194||304||10069||25812&lt;br /&gt;
|-&lt;br /&gt;
| Total||75144||85202||4437||736||19706||9430||8731||5887||8564||1103||101752||160346&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.81||2.54||2.63||2.37||2.72||1.89||1.96||2.65||2.07||2.25||2.85||2.67&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Human Geography||5||1765||1310||72||10||446||69||44||122||96||17||2199||3075&lt;br /&gt;
|-&lt;br /&gt;
| 4||2538||2491||145||16||639||184||89||187||228||22||3519||5029&lt;br /&gt;
|-&lt;br /&gt;
| 3||2929||3260||169||21||676||323||170||252||411||63||4104||6189&lt;br /&gt;
|-&lt;br /&gt;
| 2||2019||2627||140||24||448||386||210||176||350||60||2852||4646&lt;br /&gt;
|-&lt;br /&gt;
| 1||3614||5834||329||44||710||1843||645||385||949||196||4347||9448&lt;br /&gt;
|-&lt;br /&gt;
| Total||12865||15522||855||115||2919||2805||1158||1122||2034||358||17021||28387&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.41||2.40||2.34||2.88||1.66||1.86||2.54||2.10||1.89||2.79||2.56&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Italian Language||5||73||122||6||.||5||2||4||11||32||2||131||195&lt;br /&gt;
|-&lt;br /&gt;
| 4||61||127||8||.||2||2||9||8||41||1||117||188&lt;br /&gt;
|-&lt;br /&gt;
| 3||127||258||11||.||23||3||13||13||63||7||252||385&lt;br /&gt;
|-&lt;br /&gt;
| 2||114||214||12||.||16||5||7||12||41||5||230||328&lt;br /&gt;
|-&lt;br /&gt;
| 1||172||287||19||.||18||9||11||14||27||9||352||459&lt;br /&gt;
|-&lt;br /&gt;
| Total||547||1008||56||2||64||21||44||58||204||24||1082||1555&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.54||2.59||2.46||.||2.38||2.19||2.73||2.83||3.05||2.25||2.49||2.57&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Japanese Lang &amp;amp; Culture||5||210||226||18||.||351||1||||30||1||.||34||436&lt;br /&gt;
|-&lt;br /&gt;
| 4||63||66||6||.||79||1||1||5||2||.||34||129&lt;br /&gt;
|-&lt;br /&gt;
| 3||131||171||15||.||172||9||4||13||4||.||85||302&lt;br /&gt;
|-&lt;br /&gt;
| 2||68||79||4||.||67||7||1||13||1||.||54||147&lt;br /&gt;
|-&lt;br /&gt;
| 1||163||151||13||.||116||9||7||18||12||.||136||314&lt;br /&gt;
|-&lt;br /&gt;
| Total||635||693||56||1||785||27||13||79||20||4||343||1328&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.14||3.20||3.21||.||3.61||2.19||1.92||3.20||1.95||.||2.35||3.17&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Literature||5||239||265||18||1||92||10||3||22||7||2||349||504&lt;br /&gt;
|-&lt;br /&gt;
| 4||243||302||18||||83||17||3||27||3||1||393||545&lt;br /&gt;
|-&lt;br /&gt;
| 3||450||503||31||2||117||27||12||41||10||1||712||953&lt;br /&gt;
|-&lt;br /&gt;
| 2||276||332||23||3||60||21||11||22||7||.||461||608&lt;br /&gt;
|-&lt;br /&gt;
| 1||553||585||35||7||134||42||17||46||41||5||811||1138&lt;br /&gt;
|-&lt;br /&gt;
| Total||1761||1987||125||13||486||117||46||158||68||9||2726||3748&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.62||2.66||2.69||1.85||2.87||2.42||2.22||2.73||1.94||2.44||2.64||2.64&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Vergil||5||489||436||32||.||136||16||6||48||11||1||675||925&lt;br /&gt;
|-&lt;br /&gt;
| 4||512||393||36||4||109||15||6||42||12||4||677||905&lt;br /&gt;
|-&lt;br /&gt;
| 3||646||582||34||6||137||28||12||49||21||5||936||1228&lt;br /&gt;
|-&lt;br /&gt;
| 2||475||453||26||5||77||28||16||34||23||3||716||928&lt;br /&gt;
|-&lt;br /&gt;
| 1||449||471||40||8||66||32||26||28||22||1||697||920&lt;br /&gt;
|-&lt;br /&gt;
| Total||2571||2335||168||23||525||119||66||201||89||14||3701||4906&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.94||2.96||2.26||3.33||2.62||2.24||3.24||2.63||3.07||2.98||3.00&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Music Theory||5||1359||779||73||5||334||32||21||57||38||8||1570||2138&lt;br /&gt;
|-&lt;br /&gt;
| 4||1277||946||72||10||299||52||35||64||40||12||1639||2223&lt;br /&gt;
|-&lt;br /&gt;
| 3||1880||1482||86||20||380||102||67||104||126||32||2445||3362&lt;br /&gt;
|-&lt;br /&gt;
| 2||1886||1596||119||18||362||224||109||127||153||41||2329||3482&lt;br /&gt;
|-&lt;br /&gt;
| 1||1011||777||64||15||146||249||82||62||165||30||975||1788&lt;br /&gt;
|-&lt;br /&gt;
| Total||7413||5580||414||68||1521||659||314||414||522||123||8958||12993&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.88||2.93||2.59||3.21||2.08||2.38||2.82||2.30||2.41||3.06||2.96&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics B||5||6142||1856||203||20||2031||54||69||288||137||28||5168||7998&lt;br /&gt;
|-&lt;br /&gt;
| 4||6279||2507||235||27||1750||133||128||276||194||35||6008||8786&lt;br /&gt;
|-&lt;br /&gt;
| 3||9545||4884||406||42||2664||310||364||510||396||60||9677||14429&lt;br /&gt;
|-&lt;br /&gt;
| 2||6085||3896||257||43||1755||414||384||315||403||63||6347||9981&lt;br /&gt;
|-&lt;br /&gt;
| 1||6148||5293||340||74||1810||1137||1112||431||882||89||5566||11441&lt;br /&gt;
|-&lt;br /&gt;
| Total||34199||18436||1441||206||10010||2048||2057||1820||2012||275||32766||52635&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.55||2.79||2.40||3.04||1.81||1.86||2.82||2.16||2.45||2.97||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Elec &amp;amp; Magnet||5||2971||616||97||7||1107||28||23||120||59||5||2141||3587&lt;br /&gt;
|-&lt;br /&gt;
| 4||2143||622||70||13||755||40||31||101||59||9||1687||2765&lt;br /&gt;
|-&lt;br /&gt;
| 3||987||332||28||3||351||32||29||37||22||6||811||1319&lt;br /&gt;
|-&lt;br /&gt;
| 2||1339||503||61||5||425||47||34||56||48||8||1158||1842&lt;br /&gt;
|-&lt;br /&gt;
| 1||918||357||39||3||306||40||40||47||64||5||731||1275&lt;br /&gt;
|-&lt;br /&gt;
| Total||8358||2430||295||31||2944||187||157||361||252||33||6528||10788&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.59||3.26||3.42||3.52||3.66||2.83||2.76||3.53||3.00||3.03||3.51||3.51&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Mechanics||5||5252||1252||166||16||1894||45||52||207||107||18||3999||6504&lt;br /&gt;
|-&lt;br /&gt;
| 4||4847||1634||188||12||1490||74||76||218||138||26||4259||6481&lt;br /&gt;
|-&lt;br /&gt;
| 3||3789||1381||137||26||1034||106||102||157||134||19||3455||5170&lt;br /&gt;
|-&lt;br /&gt;
| 2||2478||1163||93||24||703||119||97||108||144||23||2330||3641&lt;br /&gt;
|-&lt;br /&gt;
| 1||2328||1430||109||20||771||270||230||136||226||25||1971||3758&lt;br /&gt;
|-&lt;br /&gt;
| Total||18694||6860||693||98||5892||614||557||826||749||111||16014||25554&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.44||3.02||3.30||2.80||3.51||2.19||2.32||3.31||2.67||2.90||3.37||3.33&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Psychology||5||7439||13750||589||59||3260||384||233||783||575||101||15205||21189&lt;br /&gt;
|-&lt;br /&gt;
| 4||10963||18770||844||125||3776||1064||545||1127||1110||184||20958||29733&lt;br /&gt;
|-&lt;br /&gt;
| 3||8488||14926||656||117||2645||1212||597||847||1008||183||16149||23414&lt;br /&gt;
|-&lt;br /&gt;
| 2||5378||10244||466||77||1664||1196||548||568||839||138||10126||15622&lt;br /&gt;
|-&lt;br /&gt;
| 1||7682||15958||818||124||2521||3665||1469||945||2098||283||11717||23640&lt;br /&gt;
|-&lt;br /&gt;
| Total||39950||73648||3373||502||13866||7521||3392||4270||5630||889||74155||113598&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.13||3.06||2.98||2.84||3.26||2.11||2.27||3.06||2.51||2.64||3.24||3.08&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Language||5||6585||13170||529||6||809||91||7237||416||6845||356||3466||19755&lt;br /&gt;
|-&lt;br /&gt;
| 4||8649||16516||790||22||1334||228||8890||543||6575||461||6322||25165&lt;br /&gt;
|-&lt;br /&gt;
| 3||6886||12473||598||32||1211||314||6239||468||4108||331||6058||19359&lt;br /&gt;
|-&lt;br /&gt;
| 2||6435||11365||580||43||1327||458||4785||483||3121||303||6700||17800&lt;br /&gt;
|-&lt;br /&gt;
| 1||7121||10879||642||56||1388||1210||3488||549||2397||274||7996||18000&lt;br /&gt;
|-&lt;br /&gt;
| Total||35676||64403||3139||159||6069||2301||30639||2459||23046||1725||30542||100079&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.03||3.15||2.99||2.24||2.81||1.93||3.38||2.92||3.54||3.19||2.69||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Literature||5||452||1057||47||1||78||9||413||40||536||17||368||1509&lt;br /&gt;
|-&lt;br /&gt;
| 4||946||2324||104||1||148||24||1283||65||1024||41||580||3270&lt;br /&gt;
|-&lt;br /&gt;
| 3||1309||2812||95||1||111||30||1929||69||1355||48||483||4121&lt;br /&gt;
|-&lt;br /&gt;
| 2||742||1520||57||2||48||17||1114||28||751||32||213||2262&lt;br /&gt;
|-&lt;br /&gt;
| 1||1415||2173||149||3||49||56||1676||53||1177||84||341||3588&lt;br /&gt;
|-&lt;br /&gt;
| Total||4864||9886||452||8||434||136||6415||255||4843||222||1985||14750&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.65||2.86||2.65||2.38||3.36||2.36||2.63||3.04||2.79||2.44||3.21||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Statistics||5||7099||4232||264||16||2675||92||98||342||152||31||7661||11331&lt;br /&gt;
|-&lt;br /&gt;
| 4||11470||9124||505||65||3697||335||265||583||445||67||14632||20594&lt;br /&gt;
|-&lt;br /&gt;
| 3||11984||12499||606||95||3668||645||520||751||697||97||17404||24483&lt;br /&gt;
|-&lt;br /&gt;
| 2||7526||9005||501||74||2228||748||543||529||640||100||11168||16531&lt;br /&gt;
|-&lt;br /&gt;
| 1||9864||13479||741||123||3142||2776||1516||833||1518||239||12455||23343&lt;br /&gt;
|-&lt;br /&gt;
| Total||47943||48339||2617||373||15410||4596||2942||3038||3452||534||63320||96282&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.97||2.62||2.64||2.40||3.03||1.74||1.94||2.69||2.15||2.16||2.90||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 2-D Design||5||471||959||41||8||172||41||30||57||66||11||1004||1430&lt;br /&gt;
|-&lt;br /&gt;
| 4||755||2012||110||10||275||95||82||104||149||16||1926||2767&lt;br /&gt;
|-&lt;br /&gt;
| 3||1267||3258||156||28||390||198||177||164||236||38||3138||4525&lt;br /&gt;
|-&lt;br /&gt;
| 2||1037||2526||146||32||271||215||164||154||208||37||2336||3563&lt;br /&gt;
|-&lt;br /&gt;
| 1||261||440||23||4||36||84||63||28||64||16||383||701&lt;br /&gt;
|-&lt;br /&gt;
| Total||3791||9195||476||82||1144||633||516||507||723||118||8787||12986&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.06||3.00||2.83||3.24||2.67||2.71||3.02||2.92||2.74||3.09||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 3-D Design||5||93||123||6||||14||7||9||3||10||2||165||216&lt;br /&gt;
|-&lt;br /&gt;
| 4||124||191||13||2||27||18||17||11||24||1||202||315&lt;br /&gt;
|-&lt;br /&gt;
| 3||304||615||37||7||69||34||44||50||58||3||617||919&lt;br /&gt;
|-&lt;br /&gt;
| 2||223||437||25||6||51||41||41||33||42||6||415||660&lt;br /&gt;
|-&lt;br /&gt;
| 1||68||103||1||1||18||22||14||10||15||||90||171&lt;br /&gt;
|-&lt;br /&gt;
| Total||812||1469||82||16||179||122||125||107||149||12||1489||2281&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.94||2.86||2.98||2.63||2.82||2.57||2.73||2.66||2.81||2.92||2.96||2.89&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art Drawing||5||424||1184||57||4||312||55||38||57||80||10||995||1608&lt;br /&gt;
|-&lt;br /&gt;
| 4||614||1762||73||10||350||87||94||84||128||21||1529||2376&lt;br /&gt;
|-&lt;br /&gt;
| 3||1407||3490||162||22||589||214||220||210||287||37||3156||4897&lt;br /&gt;
|-&lt;br /&gt;
| 2||1049||2362||144||23||315||257||234||150||201||31||2056||3411&lt;br /&gt;
|-&lt;br /&gt;
| 1||348||436||36||7||52||157||72||32||69||12||347||784&lt;br /&gt;
|-&lt;br /&gt;
| Total||3842||9234||472||66||1618||770||658||533||765||111||8083||13076&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.93||3.10||2.94||2.71||3.34||2.51||2.68||2.97||2.93||2.87||3.10||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|US History||5||19202||17597||1057||80||6010||611||524||1529||871||134||25983||36799&lt;br /&gt;
|-&lt;br /&gt;
| 4||32938||32925||1773||243||8289||1704||1493||2647||1752||315||47647||65863&lt;br /&gt;
|-&lt;br /&gt;
| 3||34953||38735||1968||339||7943||2938||2524||2697||2539||393||52347||73688&lt;br /&gt;
|-&lt;br /&gt;
| 2||37502||49139||2430||545||8607||5536||5110||3099||4078||650||56586||86641&lt;br /&gt;
|-&lt;br /&gt;
| 1||25869||42321||2118||540||6089||10268||8330||2446||6283||844||31272||68190&lt;br /&gt;
|-&lt;br /&gt;
| Total||150464||180717||9346||1747||36938||21057||17981||12418||15523||2336||213835||331181&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.64||2.70||2.30||2.99||1.90||1.93||2.82||2.15||2.25||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|World History||5||6296||4926||260||31||1921||244||168||526||299||51||7722||11222&lt;br /&gt;
|-&lt;br /&gt;
| 4||8766||8188||402||70||2570||591||451||726||577||84||11483||16954&lt;br /&gt;
|-&lt;br /&gt;
| 3||12593||13777||696||130||3841||1357||1067||1079||1301||215||16684||26370&lt;br /&gt;
|-&lt;br /&gt;
| 2||10102||14503||690||131||3166||1990||1754||1058||1714||249||13853||24605&lt;br /&gt;
|-&lt;br /&gt;
| 1||7472||14396||743||128||1951||3754||2939||807||2727||344||8475||21868&lt;br /&gt;
|-&lt;br /&gt;
| Total||45229||55790||2791||490||13449||7936||6379||4196||6618||943||58217||101019&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.55||2.55||2.48||2.95||1.94||1.93||2.79||2.09||2.20||2.93||2.71&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;6&amp;quot;|Number of Students at Each Grade Level||9/10||101538||124905||5760||935||30886||14085||17858||9133||15675||1879||130232||226443&lt;br /&gt;
|-&lt;br /&gt;
| 11||232003||309833||12672||2918||60620||34079||36140||19844||32393||4088||339082||541836&lt;br /&gt;
|-&lt;br /&gt;
| 12||263655||340942||13422||2986||66847||40389||31527||19353||32595||4974||392504||604597&lt;br /&gt;
|-&lt;br /&gt;
| &amp;lt;9||1198||1941||45||2||61||16||2041||44||762||5||163||3139&lt;br /&gt;
|-&lt;br /&gt;
| Not HS||25269||30885||9347||243||4091||4005||3941||1894||3949||496||28188||56154&lt;br /&gt;
|-&lt;br /&gt;
| Total||623663||808506||41246||7084||162505||92574||91507||50268||85374||11442||890169||1432169&lt;br /&gt;
|}&lt;br /&gt;
&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution (Log Transformation)===&lt;br /&gt;
&lt;br /&gt;
The table below is a transformation of the 2007 USA AP Exam Score Distribution table above. The style of the table was reformatted and the data was changed by adding 1 to the numbers and then taking a logarithm of result (&amp;lt;math&amp;gt;log_{10}(data+1)&amp;lt;/math&amp;gt;). Also, the missing data present in the previous table have been substituted with zeroes.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| '''Examination_Grade'''||'''Discipline'''||'''Sex'''||'''Not_Stated'''||'''American_Indian'''||'''Asian'''||'''Black'''||'''Mexican_American'''||'''Other'''||'''Other_Hispanic'''||'''Puerto_Rican'''||'''White'''||'''Total'''&lt;br /&gt;
|-&lt;br /&gt;
| 5||Art_History||Male||1.44715803||0||2.12057393||0.77815125||1.30103||1.54406804||1.43136376||0.77815125||2.68484536||2.86391738&lt;br /&gt;
|-&lt;br /&gt;
| 4||Art_History||Male||1.68124124||0.77815125||2.39093511||1.36172784||1.75587486||1.88081359||1.93951925||0.84509804||2.92220628||3.13924922&lt;br /&gt;
|-&lt;br /&gt;
| 3||Art_History||Male||1.86332286||0.95424251||2.42813479||1.60205999||1.90848502||1.96378783||2.07554696||1||2.96894968||3.20817253&lt;br /&gt;
|-&lt;br /&gt;
| 2||Art_History||Male||1.56820172||0.47712125||2.32014629||1.70757018||1.8920946||1.71600334||2.05690485||1.14612804||2.77232171||3.0576661&lt;br /&gt;
|-&lt;br /&gt;
| 1||Art_History||Male||1.86923172||0.69897||2.30535137||1.95904139||2.12385164||1.73239376||2.18469143||1.25527251||2.75966784||3.11293998&lt;br /&gt;
|-&lt;br /&gt;
| 5||Biology||Male||2.57170883||1.41497335||3.54924856||2.21484385||2.29225607||2.76715587||2.48429984||1.73239376||3.92329584||4.13411333&lt;br /&gt;
|-&lt;br /&gt;
| 4||Biology||Male||2.5797836||1.69897||3.42520805||2.49136169||2.44090908||2.7458552||2.5728716||1.76342799||3.92262167||4.11484441&lt;br /&gt;
|-&lt;br /&gt;
| 3||Biology||Male||2.55870857||1.8260748||3.33865567||2.61384182||2.61172331||2.69983773||2.63548375||1.93449845||3.91787296||4.10441882&lt;br /&gt;
|-&lt;br /&gt;
| 2||Biology||Male||2.61172331||1.88649073||3.2929203||2.82151353||2.83186977||2.67209786||2.76492298||2.06445799||3.8668188||4.09025805&lt;br /&gt;
|-&lt;br /&gt;
| 1||Biology||Male||2.46686762||1.73239376||3.03862016||3.01494035||2.8585372||2.48713838||2.78887512||1.91907809||3.4998245||3.86658268&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_AB||Male||2.77887447||1.8260748||3.65176245||2.45024911||2.62324929||2.84385542||2.74741181||1.89762709||4.25968942||4.40426911&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_AB||Male||2.71011737||1.81291336||3.50528567||2.63748973||2.66370093||2.76566855||2.71850169||1.86332286||4.16289284||4.309545&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_AB||Male||2.71432976||1.8920946||3.45438747||2.72672721||2.85308953||2.75739603||2.80821097||1.97312785||4.13174695||4.29079118&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_AB||Male||2.58433122||1.90848502||3.35372394||2.74818803||2.86332286||2.68124124||2.77670118||1.88649073||4.01389006||4.18991121&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_AB||Male||2.84941941||2.17026172||3.50365452||3.29380436||3.30578115||2.83058867||3.14860265||2.30319606||4.14363924||4.38437134&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_BC||Male||2.63144377||1.60205999||3.69019608||2.17318627||2.32633586||2.75511227||2.52113808||1.76342799||4.03454825||4.24323654&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_BC||Male||2.18469143||1.30103||3.18723862||2.06069784||2.06069784||2.38560627||2.26245109||1.39794001||3.61023418||3.81029974&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_BC||Male||2.22530928||1.23044892||3.18695634||2.18469143||2.30535137||2.35024802||2.29885308||1.32221929||3.59516541||3.80962704&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_BC||Male||1.75587486||1.11394335||2.67851838||1.81291336||1.93951925||1.80617997||1.8260748||1||3.10037055||3.32056168&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_BC||Male||2.06818586||1.20411998||3.00603795||2.30963017||2.35410844||2.19589965||2.30749604||1.32221929||3.38614211||3.64177147&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chemistry||Male||2.34830486||1.20411998||3.42028588||1.98677173||1.85125835||2.52504481||2.13672057||1.32221929||3.74562122||3.95861166&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chemistry||Male||2.43933269||1.41497335||3.35063561||2.22010809||2.15836249||2.51982799||2.29446623||1.54406804||3.79330135||3.98322021&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chemistry||Male||2.45484486||1.73239376||3.34183006||2.42813479||2.39967372||2.62117628||2.47275645||1.72427587||3.89036512||4.06385855&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chemistry||Male||2.34242268||1.65321251||3.16465022||2.42975228||2.40483372||2.4440448||2.42813479||1.71600334||3.76110054||3.93490226&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chemistry||Male||2.49554434||1.83884909||3.20139712||2.95808585||2.89652622||2.60852603||2.78746047||1.91381385||3.76260355||4.02325246&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chinese_Lang._&amp;amp;_Cultures||Male||1.66275783||0||2.89762709||0||0||0.95424251||0||0||1.11394335||2.93196611&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chinese_Lang._&amp;amp;_Cultures||Male||0.69897||0||2.11058971||0||0||0.60205999||0||0||1.04139269||2.16435286&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chinese_Lang._&amp;amp;_Cultures||Male||0.69897||0||1.66275783||0||0||0.47712125||0||0||1.11394335||1.81954394&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chinese_Lang._&amp;amp;_Cultures||Male||0.30103||0||0.90308999||0||0||0.47712125||0||0||0.60205999||1.17609126&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chinese_Lang._&amp;amp;_Cultures||Male||0||0||0.95424251||0||0||0.30103||0||0||0.90308999||1.25527251&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_A||Male||1.65321251||0.69897||2.74973632||1.36172784||1.36172784||1.94939001||1.65321251||1.11394335||3.20139712||3.37785242&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_A||Male||1.87506126||0.84509804||2.77451697||1.68124124||1.74036269||2.0374265||1.88649073||1.14612804||3.26458173||3.44886085&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_A||Male||1.62324929||1.11394335||2.55870857||1.53147892||1.62324929||1.79934055||1.69019608||1||3.04921802||3.23729234&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_A||Male||1.36172784||0.77815125||2.32428246||1.50514998||1.44715803||1.66275783||1.62324929||1||2.86332286||3.04921802&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_A||Male||2.01703334||1.30103||2.87448182||2.48429984||2.25527251||2.20682588||2.35218252||1.462398||3.31365635||3.58251788&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_AB||Male||1.47712125||0.47712125||2.57054294||1.14612804||1.07918125||1.72427587||1.17609126||0.84509804||2.97127585||3.15654915&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_AB||Male||1||0.47712125||2.30103||0.95424251||1.17609126||1.43136376||1.04139269||0.60205999||2.74896286||2.92012333&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_AB||Male||1.462398||0.30103||2.30103||1.07918125||1||1.5797836||1.2787536||0.47712125||2.68394713||2.89652622&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_AB||Male||1.17609126||0.47712125||2.0374265||1||0.47712125||1.17609126||1.07918125||0.30103||2.38201704||2.60422605&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_AB||Male||1.41497335||0.77815125||2.25285303||1.41497335||1.44715803||1.53147892||1.462398||0.60205999||2.69635639||2.91434316&lt;br /&gt;
|-&lt;br /&gt;
| 5||Economics_Macro||Male||2.12057393||1.04139269||3.0374265||1.66275783||1.89762709||2.26481782||2.1430148||1.11394335||3.52530401||3.70225816&lt;br /&gt;
|-&lt;br /&gt;
| 4||Economics_Macro||Male||2.36548798||1.462398||3.19284612||2.14921911||2.24054925||2.46686762||2.50105926||1.51851394||3.74849813||3.92293296&lt;br /&gt;
|-&lt;br /&gt;
| 3||Economics_Macro||Male||2.13353891||1.32221929||2.92941893||2.161368||2.32633586||2.2764618||2.39269695||1.2787536||3.53453376||3.71891669&lt;br /&gt;
|-&lt;br /&gt;
| 2||Economics_Macro||Male||2.21748394||1.2787536||2.920645||2.28103337||2.4345689||2.2787536||2.42160393||1.54406804||3.50324577||3.71155417&lt;br /&gt;
|-&lt;br /&gt;
| 1||Economics_Macro||Male||2.38021124||1.63346846||2.97358962||2.79448805||2.87794695||2.40483372||2.84571802||1.92941893||3.5537617||3.85811593&lt;br /&gt;
|-&lt;br /&gt;
| 5||Economics_Micro||Male||2.0374265||1||2.91487182||1.47712125||1.60205999||2.17026172||1.79239169||0.90308999||3.39392601||3.56796691&lt;br /&gt;
|-&lt;br /&gt;
| 4||Economics_Micro||Male||2.20951501||1.23044892||3.03582983||1.97312785||2.04532298||2.33041377||2.23299611||1.32221929||3.593729||3.76282855&lt;br /&gt;
|-&lt;br /&gt;
| 3||Economics_Micro||Male||2.10380372||1.07918125||2.80550086||2.04532298||2.04921802||2.14921911||2.21748394||1.39794001||3.4295908||3.60346916&lt;br /&gt;
|-&lt;br /&gt;
| 2||Economics_Micro||Male||1.92427929||1||2.60530505||2.06445799||2.04921802||1.96848295||2.00860017||1.20411998||3.23729234||3.42406453&lt;br /&gt;
|-&lt;br /&gt;
| 1||Economics_Micro||Male||2.08278537||0.95424251||2.64147411||2.5563025||2.45636603||2.10037055||2.45331834||1.78532984||3.22634209||3.52646851&lt;br /&gt;
|-&lt;br /&gt;
| 5||English_Lang._&amp;amp;_Composition||Male||2.48429984||1.41497335||3.19368103||2.16731733||2.12057393||2.61384182||2.36921586||1.5563025||3.86445175||4.00706466&lt;br /&gt;
|-&lt;br /&gt;
| 4||English_Lang._&amp;amp;_Composition||Male||2.75511227||1.92941893||3.40823997||2.63144377||2.68752896||2.86981821||2.77158748||1.89762709||4.15103258||4.29426777&lt;br /&gt;
|-&lt;br /&gt;
| 3||English_Lang._&amp;amp;_Composition||Male||2.94890176||2.22010809||3.57875378||3.07736791||3.14144977||3.06707086||3.11660774||2.33645973||4.33998777||4.50497351&lt;br /&gt;
|-&lt;br /&gt;
| 2||English_Lang._&amp;amp;_Composition||Male||2.99913054||2.38201704||3.52244423||3.35179631||3.43996394||3.02366392||3.31344537||2.4456042||4.21714164||4.46898206&lt;br /&gt;
|-&lt;br /&gt;
| 1||English_Lang._&amp;amp;_Composition||Male||2.63447727||2.06069784||2.95951838||3.29136885||3.28668097||2.56937391||3.13672057||2.161368||3.6349808||4.06224344&lt;br /&gt;
|-&lt;br /&gt;
| 5||English_Lit._&amp;amp;_Composition||Male||2.32633586||1.11394335||2.91698005||1.77815125||1.8573325||2.43933269||2.03342376||1.2787536||3.69072754||3.81177602&lt;br /&gt;
|-&lt;br /&gt;
| 4||English_Lit._&amp;amp;_Composition||Male||2.80071708||1.93951925||3.41128291||2.57170883||2.54900326||2.85064624||2.72427587||1.96848295||4.20539385||4.33031229&lt;br /&gt;
|-&lt;br /&gt;
| 3||English_Lit._&amp;amp;_Composition||Male||3.0277572||2.22530928||3.58069694||3.07591176||3.04727487||3.05307844||3.10414555||2.3783979||4.40913816||4.55185239&lt;br /&gt;
|-&lt;br /&gt;
| 2||English_Lit._&amp;amp;_Composition||Male||3.01029996||2.34044411||3.55047296||3.40500467||3.35812529||3.03181227||3.27207379||2.48429984||4.28418249||4.50650503&lt;br /&gt;
|-&lt;br /&gt;
| 1||English_Lit._&amp;amp;_Composition||Male||2.59988307||1.99122608||3.00817418||3.3533391||3.10105935||2.54282543||3.03382569||2.13353891||3.57100967||4.01346923&lt;br /&gt;
|-&lt;br /&gt;
| 5||Environmental_Science||Male||2||0.90308999||2.68484536||1.5563025||1.67209786||2.06069784||1.8920946||1.17609126||3.3872118||3.5203525&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
| 3||Environmental_Science||Male||2.12385164||1.2787536||2.70757018||2.17609126||2.06818586||2.2380461||2.2787536||1.36172784||3.47099817||3.62991904&lt;br /&gt;
|-&lt;br /&gt;
| 2||Environmental_Science||Male||2.15228834||1.2787536||2.62324929||2.24054925||2.13672057||2.15533604||2.32428246||1.41497335||3.38363587||3.56620172&lt;br /&gt;
|-&lt;br /&gt;
| 1||Environmental_Science||Male||2.34439227||1.5563025||2.78103694||2.8162413||2.56110138||2.33243846||2.69548168||1.77815125||3.45055701||3.73759017&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 2||European_History||Male||2.18184359||1.41497335||2.73399929||2.19865709||2.2380461||2.24551267||2.26481782||1.47712125||3.50906805||3.66857227&lt;br /&gt;
|-&lt;br /&gt;
| 1||European_History||Male||2.47712125||1.69019608||2.97680834||2.78461729||2.77524626||2.50105926||2.72754126||1.96378783||3.7243578||3.94141204&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 3||French:_Language||Male||1.78532984||0.60205999||2.40993312||2.06445799||1.79934055||1.97772361||1.88081359||0.47712125||3.05842602||3.25791845&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 2||French:_Literature||Male||0.90308999||0||1.14612804||1||0.77815125||0.69897||0.60205999||0||1.77815125||2.00860017&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 2||German:_Language||Male||1.17609126||0.47712125||1.54406804||0.84509804||0.69897||1.23044892||1.07918125||0.69897||2.64345268||2.72509452&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 2||Government_Politics_Comp.||Male||1.69019608||0.77815125||2.2121876||1.78532984||1.56820172||1.77815125||1.74818803||1||3.02036128||3.1708482&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 3||Japanese_Lang._&amp;amp;_Culture||Male||0.90308999||0||1.8260748||0.69897||0.47712125||0.69897||0.30103||0||1.68124124||2.12057393&lt;br /&gt;
|-&lt;br /&gt;
| 2||Japanese_Lang._&amp;amp;_Culture||Male||0.47712125||0||1.49136169||0.60205999||0||0.84509804||0.30103||0||1.43136376||1.83884909&lt;br /&gt;
|-&lt;br /&gt;
| 1||Japanese_Lang._&amp;amp;_Culture||Male||1||0||1.68124124||0.84509804||0.77815125||1.07918125||0.90308999||0||1.88649073||2.21484385&lt;br /&gt;
|-&lt;br /&gt;
| 5||Latin:_Literature||Male||1.04139269||0||1.68124124||0.30103||0.30103||1||0.60205999||0.30103||2.22530928||2.38021124&lt;br /&gt;
|-&lt;br /&gt;
| 4||Latin:_Literature||Male||1||0||1.53147892||0.84509804||0.47712125||1.14612804||0.30103||0||2.25527251||2.38738983&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Literature||Male||1.17609126||0||1.72427587||1.14612804||0.95424251||1.2787536||0.60205999||0||2.53529412||2.65417654&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Literature||Male||1||0||1.44715803||0.95424251||0.60205999||1.07918125||0.60205999||0||2.33445375||2.44247977&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Literature||Male||1.30103||0.69897||1.76342799||1.30103||0.95424251||1.30103||1.17609126||0.60205999||2.61384182||2.74350976&lt;br /&gt;
|-&lt;br /&gt;
| 5||Latin:_Vergil||Male||1.07918125||0||1.85125835||0.90308999||0.69897||1.44715803||0.69897||0||2.56466606||2.69019608&lt;br /&gt;
|-&lt;br /&gt;
| 4||Latin:_Vergil||Male||1.2787536||0.60205999||1.65321251||0.84509804||0.84509804||1.38021124||0.90308999||0.47712125||2.60638137||2.71011737&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Vergil||Male||1.11394335||0.47712125||1.8573325||1.20411998||0.60205999||1.34242268||1||0.30103||2.71011737||2.81090428&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Vergil||Male||1.25527251||0.30103||1.60205999||0.95424251||0.90308999||1.17609126||1.11394335||0.30103||2.57634135||2.67760695&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Vergil||Male||1.34242268||0.69897||1.462398||1.17609126||1.17609126||1.17609126||0.95424251||0.30103||2.5390761||2.65321251&lt;br /&gt;
|-&lt;br /&gt;
| 5||Music_Theory||Male||1.73239376||0.77815125||2.2380461||1.34242268||1.17609126||1.54406804||1.43136376||0.90308999||3.01199311||3.13353891&lt;br /&gt;
|-&lt;br /&gt;
| 4||Music_Theory||Male||1.5797836||0.95424251||2.13353891||1.56820172||1.462398||1.61278386||1.41497335||1.04139269||2.98181861||3.10653085&lt;br /&gt;
|-&lt;br /&gt;
| 3||Music_Theory||Male||1.70757018||1.11394335||2.26007139||1.80617997||1.69897||1.77815125||1.84509804||1.34242268||3.13893394||3.2743888&lt;br /&gt;
|-&lt;br /&gt;
| 2||Music_Theory||Male||1.90308999||0.90308999||2.19865709||2.04139269||1.86923172||1.72427587||1.95904139||1.41497335||3.11226977||3.2757719&lt;br /&gt;
|-&lt;br /&gt;
| 1||Music_Theory||Male||1.62324929||1.07918125||1.88649073||2.09691001||1.71600334||1.61278386||1.97312785||1.20411998||2.74896286||3.00518051&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_B||Male||2.20139712||1.30103||3.15715444||1.66275783||1.75587486||2.35218252||2.04532298||1.36172784||3.61002102||3.78838052&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_B||Male||2.24797327||1.32221929||3.03862016||1.96378783||2.01703334||2.26481782||2.19865709||1.47712125||3.64630568||3.79795964&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_B||Male||2.42160393||1.462398||3.20167018||2.29885308||2.39967372||2.52374647||2.43616265||1.50514998||3.81829189||3.97982143&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_B||Male||2.19865709||1.53147892||3.00475116||2.34044411||2.40654018||2.27415785||2.41161971||1.59106461||3.59461351||3.78433195&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_B||Male||2.27184161||1.53147892||2.98677173||2.71349054||2.78461729||2.34635297||2.64246452||1.73239376||3.49485002||3.78880449&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.89762709||0.84509804||2.9380191||1.38021124||1.32221929||2.03342376||1.71600334||0.60205999||3.25959388||3.47304881&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.76342799||1||2.74896286||1.49136169||1.462398||1.83250891||1.67209786||0.95424251||3.12678058||3.33122478&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.30103||0.47712125||2.40140054||1.47712125||1.41497335||1.41497335||1.25527251||0.69897||2.78958071||2.99475694&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.66275783||0.69897||2.47421626||1.54406804||1.44715803||1.65321251||1.5563025||0.90308999||2.92788341||3.1271048&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.51851394||0||2.32633586||1.47712125||1.462398||1.56820172||1.71600334||0.69897||2.72263392||2.96331551&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Mechanics||Male||2.11058971||1.20411998||3.16106839||1.56820172||1.68124124||2.23299611||1.94939001||1.23044892||3.51917146||3.7204074&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Mechanics||Male||2.15228834||1.04139269||3.0187005||1.73239376||1.79239169||2.1903317||2.04921802||1.30103||3.5126844||3.68556261&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Mechanics||Male||1.99122608||1.2787536||2.8350561||1.89762709||1.89762709||2.06818586||2.0211893||1.23044892||3.41497335||3.57863921&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Mechanics||Male||1.81291336||1.11394335||2.66181269||1.91381385||1.79239169||1.81954394||1.99563519||1.2787536||3.21005085||3.39427653&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Mechanics||Male||1.8573325||1||2.65705585||2.1430148||2.14921911||1.95904139||2.13987909||1.32221929||3.10414555||3.36716949&lt;br /&gt;
|-&lt;br /&gt;
| 5||Psychology||Male||2.37657696||1.43136376||3.09025805||2.07188201||1.99122608||2.44870632||2.32014629||1.47712125||3.71733758||3.87157294&lt;br /&gt;
|-&lt;br /&gt;
| 4||Psychology||Male||2.51587384||1.5563025||3.18184359||2.5132176||2.30103||2.6009729||2.61489722||1.83250891||3.88553083||4.03996903&lt;br /&gt;
|-&lt;br /&gt;
| 3||Psychology||Male||2.43136376||1.66275783||3.0322157||2.56110138||2.34830486||2.47129171||2.5378191||1.77085201||3.76469906||3.92885653&lt;br /&gt;
|-&lt;br /&gt;
| 2||Psychology||Male||2.22271647||1.53147892||2.8350561||2.55870857||2.25767857||2.33243846||2.42651126||1.72427587||3.53453376||3.73070154&lt;br /&gt;
|-&lt;br /&gt;
| 1||Psychology||Male||2.50242712||1.65321251||3.00603795||3.00475116||2.64048144||2.48429984||2.79726754||1.91381385||3.58568628||3.88553083&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Language||Male||2.26717173||0.60205999||2.45484486||1.43136376||3.38327665||2.14612804||3.34222523||2.06069784||3.08707121||3.81862173&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Language||Male||2.43136376||0.90308999||2.6580114||1.84509804||3.49679132||2.24551267||3.34222523||2.161368||3.34163234||3.93701611&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Language||Male||2.30749604||1.11394335||2.64933486||1.90848502||3.37199091||2.1931246||3.15442397||2.07554696||3.32118403||3.83803008&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Language||Male||2.33243846||1.25527251||2.68574174||2.04532298||3.28103337||2.1430148||3.06370856||2.06445799||3.36021461||3.80861604&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Language||Male||2.44870632||1.38021124||2.7176705||2.51188336||3.2250507||2.28103337||2.99387691||2.02938378||3.47928732||3.85260197&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Literature||Male||1.36172784||0||1.36172784||0.60205999||2.11058971||1.11394335||2.161368||0.60205999||2.07554696||2.6560982&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Literature||Male||1.41497335||0.30103||1.75587486||0.77815125||2.57518784||1.34242268||2.45024911||1.07918125||2.23552845||2.97634998&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Literature||Male||1.32221929||0.30103||1.65321251||0.95424251||2.79795964||1.43136376||2.62221402||1.17609126||2.18184359||3.1172713&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Literature||Male||1.25527251||0||1.30103||0.77815125||2.57170883||0.95424251||2.34242268||1.07918125||1.96378783||2.87098881&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Literature||Male||1.81291336||0.30103||1.34242268||1.32221929||2.83947805||1.34242268||2.62736586||1.34242268||2.1903317||3.15106325&lt;br /&gt;
|-&lt;br /&gt;
| 5||Statistics||Male||2.2121876||1.07918125||3.21510858||1.71600334||1.76342799||2.35602586||2.01703334||1.34242268||3.68385721||3.85125835&lt;br /&gt;
|-&lt;br /&gt;
| 4||Statistics||Male||2.45484486||1.67209786||3.31993844||2.1931246||2.20411998||2.50242712||2.40654018||1.56820172||3.91019737||4.05960128&lt;br /&gt;
|-&lt;br /&gt;
| 3||Statistics||Male||2.49554434||1.69897||3.26834391||2.44870632||2.43616265||2.56584782||2.57403127||1.62324929||3.92613657||4.07863804&lt;br /&gt;
|-&lt;br /&gt;
| 2||Statistics||Male||2.37474835||1.56820172||3.0322157||2.50514998||2.40993312||2.38381537||2.462398||1.70757018||3.70104963||3.87662192&lt;br /&gt;
|-&lt;br /&gt;
| 1||Statistics||Male||2.55022835||1.73239376||3.16790781||3.02325246||2.79726754||2.5575072||2.78031731||2.04532298||3.71891669||3.99409709&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_2-D_Design||Male||1.17609126||0.30103||1.67209786||1.20411998||1.23044892||1.38021124||1.51851394||0.47712125||2.50920252||2.673942&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_2-D_Design||Male||1.5563025||0.90308999||1.90848502||1.60205999||1.53147892||1.43136376||1.62324929||0.90308999||2.68841982||2.8785218&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_2-D_Design||Male||1.71600334||1||1.96848295||1.97772361||1.8260748||1.56820172||1.8573325||1.20411998||2.92116605||3.10311925&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_2-D_Design||Male||1.68124124||1.14612804||1.8920946||1.97772361||1.81291336||1.53147892||1.92427929||1.17609126||2.78746047||3.01619735&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_2-D_Design||Male||1.07918125||0.47712125||1.23044892||1.56820172||1.38021124||1.11394335||1.462398||0.77815125||2.11058971||2.41830129&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_3-D_Design||Male||0.47712125||0||0.47712125||0.47712125||0.47712125||0.47712125||0.90308999||0||1.88649073||1.97312785&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_3-D_Design||Male||0.84509804||0.30103||1||0.77815125||0.95424251||0.30103||1.11394335||0.30103||1.91381385||2.09691001&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_3-D_Design||Male||1.20411998||0||1.25527251||0.95424251||1.38021124||1.20411998||1.30103||0||2.31806333||2.48429984&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_3-D_Design||Male||1.04139269||0.47712125||1.20411998||1.17609126||1.32221929||1.11394335||1.23044892||0.47712125||2.12385164||2.35024802&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_3-D_Design||Male||0.30103||0||1||0.77815125||1||0.90308999||0.95424251||0||1.47712125||1.83884909&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_Drawing||Male||1.25527251||0||1.74818803||1.462398||1.20411998||1.30103||1.50514998||0.84509804||2.40483372||2.62838893&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_Drawing||Male||1.25527251||0.69897||1.95424251||1.56820172||1.67209786||1.25527251||1.69019608||0.69897||2.54900326||2.78887512&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_Drawing||Male||1.74036269||1||2.17609126||2.02938378||1.99563519||1.78532984||1.98677173||1.34242268||2.91115761||3.14860265&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_Drawing||Male||1.70757018||0.95424251||2.0211893||2.06818586||2.02938378||1.60205999||1.90848502||0.95424251||2.73158877||3.0211893&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_Drawing||Male||1.30103||0.84509804||1.462398||1.86923172||1.61278386||1.20411998||1.54406804||0.95424251||2.10037055||2.54282543&lt;br /&gt;
|-&lt;br /&gt;
| 5||US_History||Male||2.75281643||1.72427587||3.47914325||2.4456042||2.45939249||2.89320675||2.65224634||1.83250891||4.1371008||4.28336908&lt;br /&gt;
|-&lt;br /&gt;
| 4||US_History||Male||2.95085146||2.13987909||3.60390183||2.83821922||2.90091307||3.09864373||2.96047078||2.14921911||4.38210714||4.51771041&lt;br /&gt;
|-&lt;br /&gt;
| 3||US_History||Male||2.98497713||2.17026172||3.58263144||3.04766419||3.07664044||3.07261748||3.06929801||2.24054925||4.40114196||4.54349688&lt;br /&gt;
|-&lt;br /&gt;
| 2||US_History||Male||3.03901732||2.35218252||3.58500928||3.30384377||3.35602586||3.10687054||3.25139485||2.43775056||4.39315386||4.57406601&lt;br /&gt;
|-&lt;br /&gt;
| 1||US_History||Male||2.93449845||2.30103||3.39984671||3.550106||3.50704587||2.94939001||3.34004732||2.49831055||4.08461202||4.41279643&lt;br /&gt;
|-&lt;br /&gt;
| 5||World_History||Male||2.15533604||1.34242268||3.02530587||2.0211893||2.0374265||2.46389299||2.2380461||1.51851394||3.64038204||3.79913369&lt;br /&gt;
|-&lt;br /&gt;
| 4||World_History||Male||2.34635297||1.54406804||3.11025292||2.39619935||2.42813479||2.54530712||2.4578819||1.64345268||3.78031731||3.94285101&lt;br /&gt;
|-&lt;br /&gt;
| 3||World_History||Male||2.55022835||1.86332286||3.25671775||2.73078228||2.75050839||2.68033551||2.78103694||2.02530587||3.90730385||4.10016369&lt;br /&gt;
|-&lt;br /&gt;
| 2||World_History||Male||2.48144263||1.68124124||3.1271048||2.89817648||2.90579588||2.5774918||2.87448182||2.04532298||3.74710093||4.00445035&lt;br /&gt;
|-&lt;br /&gt;
| 1||World_History||Male||2.45024911||1.69019608||2.83695674||3.08707121||3.03582983||2.41497335||2.97220284||2.13672057||3.45024911||3.87349498&lt;br /&gt;
|-&lt;br /&gt;
| 5||Art_History||Female||1.77815125||0.95424251||2.34635297||1.38021124||1.43136376||1.94939001||1.59106461||0.60205999||3.00173371||3.16731733&lt;br /&gt;
|-&lt;br /&gt;
| 4||Art_History||Female||2.05690485||1||2.6294096||1.72427587||1.91907809||2.17318627||2.10720997||1.11394335||3.25430633||3.44153804&lt;br /&gt;
|-&lt;br /&gt;
| 3||Art_History||Female||2.07554696||1.25527251||2.64836001||2.01283722||2.12057393||2.18184359||2.36361198||1.462398||3.31555053||3.51706387&lt;br /&gt;
|-&lt;br /&gt;
| 2||Art_History||Female||1.94939001||1.17609126||2.48287358||1.98227123||2.16731733||2.05307844||2.25285303||1.36172784||3.1383027||3.36791474&lt;br /&gt;
|-&lt;br /&gt;
| 1||Art_History||Female||1.95424251||1.2787536||2.47567119||2.2787536||2.33445375||2||2.49136169||1.39794001||3.06557971||3.38093446&lt;br /&gt;
|-&lt;br /&gt;
| 5||Biology||Female||2.5563025||1.43136376||3.54307424||2.372912||2.08990511||2.75358306||2.40993312||1.64345268||3.91492465||4.12447162&lt;br /&gt;
|-&lt;br /&gt;
| 4||Biology||Female||2.59439255||1.71600334||3.46374372||2.69897||2.40140054||2.82477646||2.54900326||1.88081359||4.01148586||4.18932184&lt;br /&gt;
|-&lt;br /&gt;
| 3||Biology||Female||2.67486114||1.87506126||3.44326299||2.86569606||2.62013605||2.83122969||2.7466342||1.99122608||4.0611885||4.23837233&lt;br /&gt;
|-&lt;br /&gt;
| 2||Biology||Female||2.77085201||2.07188201||3.44388855||3.15472821||2.94349452||2.92168648||2.95472479||2.19865709||4.11693965||4.31741559&lt;br /&gt;
|-&lt;br /&gt;
| 1||Biology||Female||2.64933486||2||3.26221371||3.40688067||3.16256441||2.76937733||3.13097669||2.30535137||3.84029433||4.18859104&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_AB||Female||2.55990663||1.2787536||3.54715912||2.36548798||2.29885308||2.70415052||2.53655844||1.5797836||4.05407656||4.21864052&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_AB||Female||2.5865873||1.67209786||3.48855072||2.6242821||2.5301997||2.77597433||2.6294096||1.80617997||4.09916249||4.25326529&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_AB||Female||2.66931688||1.8920946||3.50105926||2.83378437||2.7686381||2.7930916||2.75966784||1.94448267||4.12632626||4.29305302&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_AB||Female||2.56466606||1.80617997||3.39585038||2.93399316||2.85551916||2.72345567||2.80277373||1.98677173||4.02661497||4.2143139&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_AB||Female||2.86510397||2.26951294||3.56690866||3.52750101||3.40432047||2.94841297||3.2801229||2.31386722||4.19200959||4.46338527&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_BC||Female||2.35793485||1.17609126||3.49789674||2||1.93449845||2.54530712||2.12057393||1.38021124||3.72607487||3.97298923&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_BC||Female||2.06818586||0.84509804||3.12678058||2.02530587||1.8260748||2.24054925||1.95904139||1.17609126||3.45697301||3.67870043&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_BC||Female||2.04139269||1||3.14705767||2.1903317||2.12385164||2.20951501||2.14612804||1.36172784||3.51627088||3.73327753&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_BC||Female||1.69019608||0.84509804||2.69019608||1.87506126||1.78532984||1.88081359||1.79934055||0.95424251||3.05037976||3.28891961&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_BC||Female||2.03342376||1.2787536||2.98091194||2.46538285||2.33845649||2.22530928||2.28330123||1.04139269||3.35160307||3.62366271&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chemistry||Female||2.10380372||1.04139269||3.24104815||1.76342799||1.54406804||2.18469143||1.83884909||1.20411998||3.38542751||3.66576855&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chemistry||Female||2.2380461||1.14612804||3.28126069||2.18184359||1.81291336||2.38560627||2.10380372||1.30103||3.62726342||3.84110908&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chemistry||Female||2.41329976||1.51851394||3.33765889||2.48144263||2.26245109||2.60959441||2.40993312||1.66275783||3.79351101||3.99440515&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chemistry||Female||2.31386722||1.51851394||3.19728056||2.62531245||2.39269695||2.50920252||2.46686762||1.69019608||3.75197157||3.94393946&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chemistry||Female||2.53402611||1.88649073||3.28936595||3.19562294||2.96142109||2.73319727||2.92376196||2.09691001||3.86254877||4.13462329&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chinese_Lang._&amp;amp;_Cultures||Female||1.51851394||0||3.02897771||0||0||1.11394335||0||0||0.69897||3.04883009&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chinese_Lang._&amp;amp;_Cultures||Female||0.69897||0||2.13672057||0||0||0.69897||0||0||1.14612804||2.20139712&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chinese_Lang._&amp;amp;_Cultures||Female||0.90308999||0||1.50514998||0||0||0.30103||0||0||0.90308999||1.69019608&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chinese_Lang._&amp;amp;_Cultures||Female||0||0||0.90308999||0||0||0.30103||0||0||0.90308999||1.23044892&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chinese_Lang._&amp;amp;_Cultures||Female||0||0||1.04139269||0||0||0||0||0||1||1.41497335&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_A||Female||0.90308999||0.47712125||2.19589965||0.60205999||0.60205999||1.17609126||0.90308999||0||2.31175386||2.59879051&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_A||Female||0.90308999||0.47712125||2.2764618||1||0.84509804||1.23044892||1.20411998||0.30103||2.39445168||2.6919651&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_A||Female||0.90308999||0||2.09691001||1.14612804||1.04139269||1.07918125||1.14612804||0.60205999||2.29003461||2.57518784&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_A||Female||0.60205999||0.30103||1.93951925||1.04139269||1.23044892||1.17609126||1||0.47712125||2.08278537||2.41830129&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_A||Female||1.62324929||0.60205999||2.46538285||2.2278867||1.8573325||1.75587486||1.94939001||0.84509804||2.62221402||3.05804623&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_AB||Female||0.69897||0||1.86923172||0.47712125||0.30103||1.07918125||0.69897||0||1.92941893||2.25527251&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_AB||Female||0.30103||0||1.69019608||0.47712125||0.60205999||0.77815125||0.69897||0||1.8260748||2.11394335&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_AB||Female||0.30103||0||1.69897||0.47712125||0.47712125||0.84509804||0.60205999||0||1.63346846||2.02530587&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_AB||Female||0.69897||0||1.32221929||0.30103||0.30103||0.47712125||0.60205999||0.30103||1.34242268||1.73239376&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_AB||Female||0.47712125||0.30103||1.67209786||0.69897||0.77815125||0.77815125||0.69897||0.30103||1.76342799||2.10037055&lt;br /&gt;
|-&lt;br /&gt;
| 5||Economics_Macro||Female||1.77085201||0.69897||2.86391738||1.38021124||1.53147892||1.98227123||1.71600334||0.95424251||3.16672606||3.39269695&lt;br /&gt;
|-&lt;br /&gt;
| 4||Economics_Macro||Female||2.15836249||0.95424251||3.05728564||2.14612804||2.1172713||2.30963017||2.2787536||1.20411998||3.51653537||3.72032472&lt;br /&gt;
|-&lt;br /&gt;
| 3||Economics_Macro||Female||2.02938378||1.11394335||2.90091307||2.23044892||2.17609126||2.18752072||2.21484385||1.43136376||3.39550112||3.60841905&lt;br /&gt;
|-&lt;br /&gt;
| 2||Economics_Macro||Female||2.13987909||1.23044892||2.89542255||2.3283796||2.4345689||2.24551267||2.42651126||1.62324929||3.44963265||3.67384998&lt;br /&gt;
|-&lt;br /&gt;
| 1||Economics_Macro||Female||2.42160393||1.62324929||3.03181227||3.0277572||2.99694925||2.52374647||3.04375513||1.97772361||3.62695595||3.96397661&lt;br /&gt;
|-&lt;br /&gt;
| 5||Economics_Micro||Female||1.65321251||0||2.64443859||1.20411998||1.04139269||1.67209786||1.25527251||0.60205999||2.91750551||3.14674801&lt;br /&gt;
|-&lt;br /&gt;
| 4||Economics_Micro||Female||2||0.69897||2.89597473||1.92941893||1.81954394||2.10720997||1.90308999||1.11394335||3.32510498||3.5276299&lt;br /&gt;
|-&lt;br /&gt;
| 3||Economics_Micro||Female||1.92427929||1||2.78175537||2.06818586||1.99563519||2.09691001||1.93449845||1.38021124||3.28981184||3.49009901&lt;br /&gt;
|-&lt;br /&gt;
| 2||Economics_Micro||Female||1.87506126||1||2.58771097||2.09342169||2.09342169||1.95904139||1.94939001||1.25527251||3.18977096||3.39058188&lt;br /&gt;
|-&lt;br /&gt;
| 1||Economics_Micro||Female||2.10720997||1.2787536||2.71096312||2.77959649||2.54530712||2.15228834||2.5276299||1.86332286||3.29181269||3.61447537&lt;br /&gt;
|-&lt;br /&gt;
| 5||English_Lang._&amp;amp;_Composition||Female||2.60314437||1.5797836||3.32633586||2.40993312||2.30749604||2.83947805||2.57634135||1.76342799||4.04680721||4.18398122&lt;br /&gt;
|-&lt;br /&gt;
| 4||English_Lang._&amp;amp;_Composition||Female||2.91115761||2.10037055||3.55606116||2.93196611||2.84757266||3.11527759||3.00130093||2.18752072||4.35495315||4.49408499&lt;br /&gt;
|-&lt;br /&gt;
| 3||English_Lang._&amp;amp;_Composition||Female||3.17724784||2.49415459||3.74702318||3.43901673||3.36436335||3.309843||3.38381537||2.54530712||4.57865067||4.74168724&lt;br /&gt;
|-&lt;br /&gt;
| 2||English_Lang._&amp;amp;_Composition||Female||3.19423675||2.62736586||3.70018433||3.75243261||3.71575272||3.31722735||3.62736586||2.72181062||4.47875402||4.73879641&lt;br /&gt;
|-&lt;br /&gt;
| 1||English_Lang._&amp;amp;_Composition||Female||2.78247262||2.27184161||3.0838608||3.62407573||3.47769993||2.79239169||3.41979059||2.29885308||3.78189892||4.27207379&lt;br /&gt;
|-&lt;br /&gt;
| 5||English_Lit._&amp;amp;_Composition||Female||2.63848926||1.44715803||3.25623653||2.31386722||2.22271647||2.77670118||2.41329976||1.74036269||4.01165501||4.14038232&lt;br /&gt;
|-&lt;br /&gt;
| 4||English_Lit._&amp;amp;_Composition||Female||3.04414762||2.10720997||3.61857103||3.01786772||2.84633711||3.15956719||2.98542647||2.20682588||4.47357455||4.59609104&lt;br /&gt;
|-&lt;br /&gt;
| 3||English_Lit._&amp;amp;_Composition||Female||3.22530928||2.48287358||3.75457766||3.47813343||3.29600667||3.30835095||3.34596154||2.60959441||4.64510773||4.78866321&lt;br /&gt;
|-&lt;br /&gt;
| 2||English_Lit._&amp;amp;_Composition||Female||3.19089172||2.63748973||3.70646174||3.82203725||3.60487377||3.29972515||3.56655533||2.80002936||4.50780192||4.75001442&lt;br /&gt;
|-&lt;br /&gt;
| 1||English_Lit._&amp;amp;_Composition||Female||2.66181269||2.19865709||3.04960561||3.66511174||3.27600199||2.70757018||3.27760921||2.34830486||3.65839303||4.18822517&lt;br /&gt;
|-&lt;br /&gt;
| 5||Environmental_Science||Female||1.89762709||0.60205999||2.53402611||1.2787536||1.38021124||1.96378783||1.67209786||0.90308999||3.22115332||3.35621713&lt;br /&gt;
|-&lt;br /&gt;
| 4||Environmental_Science||Female||2.24303805||1.34242268||2.83884909||2.10037055||2.01703334||2.38201704||2.24551267||1.462398||3.62777538||3.76335311&lt;br /&gt;
|-&lt;br /&gt;
| 3||Environmental_Science||Female||2.18752072||1.25527251||2.73719264||2.22010809||2.11058971||2.29666519||2.23044892||1.50514998||3.55930801||3.70156799&lt;br /&gt;
|-&lt;br /&gt;
| 2||Environmental_Science||Female||2.20411998||1.51851394||2.74429298||2.38738983||2.27415785||2.29003461||2.43136376||1.56820172||3.57379958||3.73415951&lt;br /&gt;
|-&lt;br /&gt;
| 1||Environmental_Science||Female||2.53275438||1.77815125||2.99607365||3.11327469||2.85125835||2.63447727||3.01114736||2.08990511||3.74350976||4.02168535&lt;br /&gt;
|-&lt;br /&gt;
| 5||European_History||Female||2.12385164||0.90308999||2.91381385||1.77085201||1.76342799||2.33041377||2.07554696||0.95424251||3.54678935||3.69319915&lt;br /&gt;
|-&lt;br /&gt;
| 4||European_History||Female||2.40654018||1.39794001||3.09725731||2.26481782||2.14921911||2.59549622||2.41664051||1.62324929||3.79705969||3.94507449&lt;br /&gt;
|-&lt;br /&gt;
| 3||European_History||Female||2.7176705||1.81954394||3.35276119||2.75815462||2.66181269||2.90579588||2.80140371||2.00432137||4.1029137||4.25715038&lt;br /&gt;
|-&lt;br /&gt;
| 2||European_History||Female||2.24054925||1.50514998||2.86391738||2.45024911||2.37474835||2.35602586||2.43616265||1.66275783||3.61129836||3.78390358&lt;br /&gt;
|-&lt;br /&gt;
| 1||European_History||Female||2.63548375||1.83884909||3.15563963||3.06220581||2.98362629||2.78675142||2.92012333||2.13672057||3.87737135||4.11932189&lt;br /&gt;
|-&lt;br /&gt;
| 5||French:_Language||Female||1.77085201||0||2.13033377||1.96378783||1.23044892||2.08278537||1.83884909||0.77815125||2.98181861||3.16166741&lt;br /&gt;
|-&lt;br /&gt;
| 4||French:_Language||Female||1.94939001||0.47712125||2.43933269||2.02938378||1.59106461||2.20139712||1.94939001||0.95424251||3.16435286||3.34674405&lt;br /&gt;
|-&lt;br /&gt;
| 3||French:_Language||Female||2.1271048||0.90308999||2.72263392||2.27415785||2.07554696||2.31175386||2.29885308||0.77815125||3.45621416||3.62716095&lt;br /&gt;
|-&lt;br /&gt;
| 2||French:_Language||Female||2.04139269||0.77815125||2.5390761||2.161368||2.10037055||2.13353891||2.14612804||0.84509804||3.29534715||3.47450764&lt;br /&gt;
|-&lt;br /&gt;
| 1||French:_Language||Female||1.93951925||0.90308999||2.48995848||2.32633586||2.37474835||2.1430148||2.32221929||1.25527251||3.23375736||3.46612587&lt;br /&gt;
|-&lt;br /&gt;
| 5||French:_Literature||Female||1.36172784||0||1.47712125||1||0.47712125||1.36172784||1||0||2.34439227||2.49831055&lt;br /&gt;
|-&lt;br /&gt;
| 4||French:_Literature||Female||1.07918125||0||1.64345268||1.25527251||0.47712125||1.20411998||0.90308999||0||2.35024802||2.50514998&lt;br /&gt;
|-&lt;br /&gt;
| 3||French:_Literature||Female||1.14612804||0||1.59106461||1.34242268||0.60205999||1.32221929||0.95424251||0||2.34242268||2.50920252&lt;br /&gt;
|-&lt;br /&gt;
| 2||French:_Literature||Female||0.90308999||0||1.41497335||0.95424251||0.77815125||1.23044892||1.04139269||0||2.16731733||2.33845649&lt;br /&gt;
|-&lt;br /&gt;
| 1||French:_Literature||Female||0.84509804||0||1.2787536||1.04139269||0.47712125||0.69897||1.07918125||0||2.06069784||2.22271647&lt;br /&gt;
|-&lt;br /&gt;
| 5||German:_Language||Female||1.34242268||0.30103||1.43136376||1.11394335||0||1.32221929||0.84509804||0||2.62838893||2.7084209&lt;br /&gt;
|-&lt;br /&gt;
| 4||German:_Language||Female||1.17609126||0.47712125||1.50514998||1||0.60205999||1.39794001||1.14612804||0.30103||2.63748973||2.72509452&lt;br /&gt;
|-&lt;br /&gt;
| 3||German:_Language||Female||1.07918125||0.30103||1.51851394||1.07918125||0.69897||1.23044892||1.20411998||0.60205999||2.62736586||2.71349054&lt;br /&gt;
|-&lt;br /&gt;
| 2||German:_Language||Female||1.23044892||0.30103||1.462398||0.77815125||1.11394335||1.38021124||0.95424251||0.47712125||2.60745502||2.69897&lt;br /&gt;
|-&lt;br /&gt;
| 1||German:_Language||Female||1||0.30103||1.17609126||1.2787536||1.04139269||1.07918125||1.20411998||0.47712125||2.34044411||2.47567119&lt;br /&gt;
|-&lt;br /&gt;
| 5||Government_Politics_Comp.||Female||1.30103||0||2.06818586||1.07918125||1.04139269||1.43136376||1.41497335||0.69897||2.75891189||2.89486966&lt;br /&gt;
|-&lt;br /&gt;
| 4||Government_Politics_Comp.||Female||1.60205999||0.77815125||2.22010809||1.39794001||1.34242268||1.63346846||1.53147892||0.69897||2.86033801||3.02448567&lt;br /&gt;
|-&lt;br /&gt;
| 3||Government_Politics_Comp.||Female||1.71600334||1.04139269||2.24551267||1.72427587||1.41497335||1.79239169||1.76342799||1.04139269||2.97772361||3.14332713&lt;br /&gt;
|-&lt;br /&gt;
| 2||Government_Politics_Comp.||Female||1.5797836||0.77815125||2.20682588||1.98677173||1.66275783||1.95424251||1.86332286||0.95424251||2.97543181||3.16345955&lt;br /&gt;
|-&lt;br /&gt;
| 1||Government_Politics_Comp.||Female||1.77085201||1.14612804||2.15228834||2.22530928||1.88649073||1.85125835||1.99563519||1.17609126||2.87273883||3.14082218&lt;br /&gt;
|-&lt;br /&gt;
| 5||Government_Politics_U.S.||Female||2.04921802||0.84509804||2.80821097||1.79934055||1.76342799||2.2121876||2.0211893||1||3.49415459||3.63073289&lt;br /&gt;
|-&lt;br /&gt;
| 4||Government_Politics_U.S.||Female||2.54777471||1.63346846||3.27323283||2.53147892||2.45484486||2.72509452||2.54777471||1.77815125||4.00689371||4.14591083&lt;br /&gt;
|-&lt;br /&gt;
| 3||Government_Politics_U.S.||Female||2.71850169||1.96378783||3.42439155||2.92220628||2.82085799||2.91907809||2.88479536||2.12057393||4.17664102||4.33264041&lt;br /&gt;
|-&lt;br /&gt;
| 2||Government_Politics_U.S.||Female||2.89431606||2.17609126||3.52840244||3.30621051||3.24303805||3.05880549||3.20493352||2.39093511||4.25219746||4.46154354&lt;br /&gt;
|-&lt;br /&gt;
| 1||Government_Politics_U.S.||Female||2.64836001||2.0211893||3.23603315||3.43775056||3.33845649||2.79934055||3.3174365||2.28330123||3.80651913||4.21716798&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
| 4||Human_Geography||Female||1.84509804||0.95424251||2.51851394||2.05307844||1.5797836||1.97312785||2.0211893||1||3.23829707||3.39654804&lt;br /&gt;
|-&lt;br /&gt;
| 3||Human_Geography||Female||1.91381385||1.07918125||2.55990663||2.26717173||1.91907809||2.14612804||2.33041377||1.59106461||3.33264041||3.5133508&lt;br /&gt;
|-&lt;br /&gt;
| 2||Human_Geography||Female||1.86332286||1.25527251||2.38560627||2.35793485||2.05307844||2.05690485||2.29446623||1.462398||3.20978301||3.41962536&lt;br /&gt;
|-&lt;br /&gt;
| 1||Human_Geography||Female||2.29003461||1.41497335||2.61909333||3.06032003||2.6009729||2.40312052||2.75891189||2.10380372||3.43200669||3.76604086&lt;br /&gt;
|-&lt;br /&gt;
| 5||Italian_Language||Female||0.60205999||0||0.69897||0.30103||0.60205999||0.77815125||1.43136376||0.47712125||1.89762709||2.08990511&lt;br /&gt;
|-&lt;br /&gt;
| 4||Italian_Language||Female||0.77815125||0||0.30103||0.47712125||0.90308999||0.60205999||1.49136169||0.30103||1.89762709||2.10720997&lt;br /&gt;
|-&lt;br /&gt;
| 3||Italian_Language||Female||0.90308999||0||1.23044892||0.47712125||0.95424251||1||1.70757018||0.77815125||2.20951501||2.41329976&lt;br /&gt;
|-&lt;br /&gt;
| 2||Italian_Language||Female||1.07918125||0||0.95424251||0.60205999||0.84509804||0.95424251||1.47712125||0.47712125||2.17026172||2.33243846&lt;br /&gt;
|-&lt;br /&gt;
| 1||Italian_Language||Female||1.23044892||0||1.07918125||0.84509804||0.95424251||1||1.17609126||0.90308999||2.33645973||2.45939249&lt;br /&gt;
|-&lt;br /&gt;
| 5||Japanese_Lang._&amp;amp;_Culture||Female||0.84509804||0||2.26951294||0||0||1.20411998||0||0||1.30103||2.35602586&lt;br /&gt;
|-&lt;br /&gt;
| 4||Japanese_Lang._&amp;amp;_Culture||Female||0.47712125||0||1.65321251||0||0.30103||0.47712125||0.30103||0||1.20411998||1.8260748&lt;br /&gt;
|-&lt;br /&gt;
| 3||Japanese_Lang._&amp;amp;_Culture||Female||0.95424251||0||2.02938378||0.77815125||0.47712125||1||0.60205999||0||1.59106461||2.23552845&lt;br /&gt;
|-&lt;br /&gt;
| 2||Japanese_Lang._&amp;amp;_Culture||Female||0.47712125||0||1.5797836||0.69897||0.30103||0.90308999||0||0||1.462398||1.90308999&lt;br /&gt;
|-&lt;br /&gt;
| 1||Japanese_Lang._&amp;amp;_Culture||Female||0.69897||0||1.84509804||0.60205999||0.47712125||0.90308999||0.77815125||0||1.78532984||2.18184359&lt;br /&gt;
|-&lt;br /&gt;
| 5||Latin:_Literature||Female||0.95424251||0.30103||1.66275783||1||0.47712125||1.14612804||0.69897||0.30103||2.26245109||2.42488164&lt;br /&gt;
|-&lt;br /&gt;
| 4||Latin:_Literature||Female||1||0||1.70757018||1.07918125||0.30103||1.17609126||0.47712125||0.30103||2.33243846||2.48144263&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Literature||Female||1.25527251||0.47712125||1.81954394||1.17609126||0.69897||1.38021124||0.90308999||0.30103||2.56937391||2.70243054&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Literature||Female||1.17609126||0.60205999||1.53147892||1.14612804||0.95424251||1.07918125||0.69897||0||2.39269695||2.52244423&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Literature||Female||1.23044892||0.60205999||1.8920946||1.38021124||1||1.44715803||1.44715803||0.47712125||2.60422605||2.76789762&lt;br /&gt;
|-&lt;br /&gt;
| 5||Latin:_Vergil||Female||1.34242268||0||1.8260748||1||0.47712125||1.34242268||0.90308999||0.30103||2.49136169||2.64048144&lt;br /&gt;
|-&lt;br /&gt;
| 4||Latin:_Vergil||Female||1.2787536||0.30103||1.81954394||1||0||1.30103||0.77815125||0.47712125||2.43933269||2.59549622&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Vergil||Female||1.36172784||0.69897||1.8260748||1.14612804||1||1.462398||1.11394335||0.69897||2.62838893||2.76566855&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Vergil||Female||1||0.69897||1.59106461||1.32221929||1||1.32221929||1.07918125||0.47712125||2.53275438||2.65705585&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Vergil||Female||1.30103||0.69897||1.59106461||1.2787536||1.11394335||1.17609126||1.17609126||0||2.54777471||2.673942&lt;br /&gt;
|-&lt;br /&gt;
| 5||Music_Theory||Female||1.32221929||0||2.2121876||1.07918125||0.90308999||1.38021124||1.11394335||0.30103||2.7355989||2.8920946&lt;br /&gt;
|-&lt;br /&gt;
| 4||Music_Theory||Female||1.5563025||0.47712125||2.21748394||1.23044892||0.90308999||1.39794001||1.20411998||0.47712125||2.83378437||2.97634998&lt;br /&gt;
|-&lt;br /&gt;
| 3||Music_Theory||Female||1.56820172||0.95424251||2.30103||1.60205999||1.2787536||1.66275783||1.76342799||1.07918125||3.02938378||3.17114115&lt;br /&gt;
|-&lt;br /&gt;
| 2||Music_Theory||Female||1.61278386||1.07918125||2.31386722||2.06445799||1.56820172||1.88081359||1.80617997||1.23044892||3.01535976||3.20330492&lt;br /&gt;
|-&lt;br /&gt;
| 1||Music_Theory||Female||1.38021124||0.69897||1.85125835||2.10037055||1.50514998||1.36172784||1.86332286||1.20411998||2.61909333||2.8909796&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_B||Female||1.66275783||0.30103||2.77597433||1||1.14612804||1.81291336||1.44715803||0.84509804||3.03981055||3.2688119&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_B||Female||1.77815125||0.90308999||2.81888541||1.63346846||1.41497335||1.97312785||1.5797836||0.84509804||3.19893187||3.39932753&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_B||Female||2.15836249||1.17609126||3.03140846||2.05307844||2.06069784||2.25042||2.09691001||1.47712125||3.49108141||3.68886457&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_B||Female||2.00432137||1.04139269||2.87273883||2.29446623||2.1172713||2.11058971||2.16731733||1.41497335||3.38327665||3.59073041&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_B||Female||2.1903317||1.62324929||2.92531209||2.79379038||2.70329138||2.32428246||2.64836001||1.56820172||3.38792347||3.72378394&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.30103||0.30103||2.38381537||0.77815125||0.60205999||1.14612804||0.95424251||0.47712125||2.51188336||2.79028516&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.14612804||0.69897||2.29225607||1.04139269||0.60205999||1.54406804||1.14612804||0.30103||2.54406804||2.79448805&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1||0.30103||2.00432137||0.60205999||0.69897||1.11394335||0.77815125||0.47712125||2.29446623||2.52244423&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.23044892||0.30103||2.11058971||1.14612804||0.90308999||1.11394335||1.14612804||0.30103||2.49554434||2.70243054&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Elec._&amp;amp;_Magnet.||Female||0.90308999||0.60205999||1.98227123||1.07918125||1.11394335||1.07918125||1.14612804||0.30103||2.31175386||2.55388303&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Mechanics||Female||1.59106461||0.30103||2.65030752||1||0.77815125||1.5797836||1.30103||0.47712125||2.84260924||3.09795107&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Mechanics||Female||1.68124124||0.47712125||2.65127801||1.34242268||1.20411998||1.81291336||1.44715803||0.90308999||3.00216606||3.21351776&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Mechanics||Female||1.61278386||0.95424251||2.54654266||1.462398||1.39794001||1.62324929||1.49136169||0.60205999||2.93298082||3.14050804&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Mechanics||Female||1.47712125||1.11394335||2.39093511||1.59106461||1.56820172||1.64345268||1.67209786||0.77815125||2.85125835||3.06595298&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Mechanics||Female||1.59106461||1.07918125||2.50379068||2.12385164||1.95904139||1.67209786||1.95424251||0.77815125||2.84633711||3.15563963&lt;br /&gt;
|-&lt;br /&gt;
| 5||Psychology||Female||2.54777471||1.53147892||3.30770992||2.42813479||2.13672057||2.70243054||2.56584782||1.86332286||3.99960896||4.13833428&lt;br /&gt;
|-&lt;br /&gt;
| 4||Psychology||Female||2.71432976||1.95904139||3.35372394||2.86923172||2.54032947||2.86332286||2.84509804||2.07188201||4.12309996||4.27348741&lt;br /&gt;
|-&lt;br /&gt;
| 3||Psychology||Female||2.58883173||1.86332286||3.19589965||2.92941893||2.57518784||2.74272513||2.82282165||2.10037055||4.01426846||4.17397253&lt;br /&gt;
|-&lt;br /&gt;
| 2||Psychology||Female||2.4785665||1.65321251||2.99211149||2.92220628||2.56702637||2.55022835||2.75891189||1.93951925||3.82633401||4.01051196&lt;br /&gt;
|-&lt;br /&gt;
| 1||Psychology||Female||2.70070372||1.90848502||3.17868924||3.42422807||3.01452054||2.80753503||3.16820275||2.30749604||3.89580915||4.20300567&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Language||Female||2.5390761||0.60205999||2.72098574||1.81954394||3.68322721||2.4440448||3.66726612||2.38560627||3.35140975||4.11961875&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Language||Female||2.7176705||1.20411998||2.94497591||2.20411998||3.75989437||2.56702637||3.64127576||2.50242712||3.61573969||4.21793117&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Language||Female||2.59879051||1.32221929||2.88479536||2.37106786||3.5895028||2.49692965||3.42862067||2.33041377||3.59824319||4.09600574&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Language||Female||2.56466606||1.43136376||2.92634245||2.54282543||3.45893986||2.5390761||3.29336255||2.2764618||3.64443859||4.05560765&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Language||Female||2.55990663||1.53147892||2.93851973||2.94792362||3.25791845||2.5563025||3.15014216||2.2278867||3.69749089||4.0366289&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Literature||Female||1.41497335||0.30103||1.75587486||0.84509804||2.45636603||1.462398||2.59439255||1.17609126||2.39967372||3.02448567&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Literature||Female||1.90308999||0||1.96848295||1.30103||2.95856388||1.65321251||2.87157294||1.49136169||2.61278386||3.36642296&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Literature||Female||1.88081359||0||1.83250891||1.36172784||3.11494442||1.64345268||2.97220284||1.54406804||2.52244423||3.44916973&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Literature||Female||1.61278386||0.47712125||1.47712125||1.11394335||2.87098881||1.32221929||2.72672721||1.34242268||2.08990511||3.18212921&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Literature||Female||1.93449845||0.47712125||1.462398||1.56820172||2.99431715||1.51851394||2.87794695||1.80617997||2.27415785||3.33725954&lt;br /&gt;
|-&lt;br /&gt;
| 5||Statistics||Female||2.01283722||0.77815125||3.01535976||1.62324929||1.62324929||2.06818586||1.69897||1.04139269||3.45239985||3.62664827&lt;br /&gt;
|-&lt;br /&gt;
| 4||Statistics||Female||2.34635297||1.30103||3.20682588||2.25767857||2.02938378||2.42651126||2.28330123||1.50514998||3.81304697||3.96023287&lt;br /&gt;
|-&lt;br /&gt;
| 3||Statistics||Female||2.46982202||1.67209786||3.25887663||2.56348109||2.39619935||2.58546073||2.51054501||1.75587486||3.95279244||4.09691001&lt;br /&gt;
|-&lt;br /&gt;
| 2||Statistics||Female||2.42488164||1.59106461||3.06182931||2.63346846||2.45939249||2.46089784||2.54654266||1.70757018||3.78859256||3.95453194&lt;br /&gt;
|-&lt;br /&gt;
| 1||Statistics||Female||2.58883173||1.85125835||3.22323627||3.23628528||2.9498777||2.67577834||2.96236934||2.11394335||3.85865748||4.12968989&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_2-D_Design||Female||1.44715803||0.90308999||2.10380372||1.43136376||1.17609126||1.54406804||1.54406804||1||2.8344207||2.98227123&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_2-D_Design||Female||1.88081359||0.60205999||2.29225607||1.75587486||1.69897||1.89762709||2.0374265||1||3.15836249||3.30384377&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_2-D_Design||Female||2.02530587||1.30103||2.47567119||2.0211893||2.04921802||2.11058971||2.22010809||1.38021124||3.3628593||3.51308436&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_2-D_Design||Female||2||1.30103||2.29003461||2.08635983||2.00432137||2.08635983||2.10037055||1.38021124||3.2367891||3.40260524&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_2-D_Design||Female||1.11394335||0.47712125||1.32221929||1.69019608||1.61278386||1.23044892||1.56820172||1.07918125||2.40823997||2.64443859&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_3-D_Design||Female||0.69897||0||1.11394335||0.77815125||0.90308999||0.30103||0.60205999||0.47712125||1.95424251||2.09342169&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_3-D_Design||Female||0.90308999||0.30103||1.2787536||1.14612804||1||1.04139269||1.11394335||0||2.08635983||2.28330123&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_3-D_Design||Female||1.36172784||0.90308999||1.72427587||1.43136376||1.34242268||1.5563025||1.60205999||0.60205999||2.61384182||2.78958071&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_3-D_Design||Female||1.20411998||0.69897||1.56820172||1.44715803||1.34242268||1.34242268||1.43136376||0.69897||2.45331834||2.64147411&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_3-D_Design||Female||0||0.30103||1||1.25527251||0.77815125||0.60205999||0.90308999||0||1.79239169||2.01703334&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_Drawing||Female||1.61278386||0.69897||2.41161971||1.44715803||1.38021124||1.59106461||1.69897||0.69897||2.87098881||3.07371835&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_Drawing||Female||1.75587486||0.84509804||2.41830129||1.71600334||1.69019608||1.83250891||1.90848502||1.25527251||3.07077646||3.24625231&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_Drawing||Female||2.0374265||1.14612804||2.64443859||2.0374265||2.08990511||2.17897695||2.28330123||1.23044892||3.36977229||3.54294985&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_Drawing||Female||1.97772361||1.20411998||2.32633586||2.15228834||2.11058971||2.04921802||2.08635983||1.38021124||3.18155777||3.37346372&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_Drawing||Female||1.25527251||0.30103||1.39794001||1.92941893||1.51851394||1.25527251||1.5563025||0.69897||2.34830486||2.64048144&lt;br /&gt;
|-&lt;br /&gt;
| 5||US_History||Female||2.69284692||1.462398||3.47683163||2.52374647||2.37657696||2.87448182||2.62736586||1.83250891||4.08895073||4.24546331&lt;br /&gt;
|-&lt;br /&gt;
| 4||US_History||Female||2.94546859||2.02938378||3.63083452||3.00732095||2.84447718||3.14426277||2.924796||2.24551267||4.37188025||4.51753897&lt;br /&gt;
|-&lt;br /&gt;
| 3||US_History||Female||3.00173371||2.28555731||3.61489722||3.26102483||3.12483015||3.18098558||3.1360861||2.34439227||4.43399372||4.58811477&lt;br /&gt;
|-&lt;br /&gt;
| 2||US_History||Female||3.12645611||2.50785587||3.67788058||3.54715912||3.45362407||3.26054837||3.36097188||2.5774918||4.50327303||4.69143515&lt;br /&gt;
|-&lt;br /&gt;
| 1||US_History||Female||3.10037055||2.53402611||3.55388303||3.8274339||3.70910028||3.19256745||3.61246596||2.72509452||4.28155603||4.62656618&lt;br /&gt;
|-&lt;br /&gt;
| 5||World_History||Female||2.07554696||1.04139269||2.9360108||2.14921911||1.78532984||2.37474835||2.10720997||1.30103||3.52569252||3.69258256&lt;br /&gt;
|-&lt;br /&gt;
| 4||World_History||Female||2.26007139||1.56820172||3.10822666||2.53655844||2.26717173||2.57634135||2.46538285||1.62324929||3.73679475||3.91323087&lt;br /&gt;
|-&lt;br /&gt;
| 3||World_History||Female||2.53529412||1.77085201||3.30899103||2.91434316||2.70415052||2.77959649||2.84447718||2.04532298||3.93490226||4.13918618&lt;br /&gt;
|-&lt;br /&gt;
| 2||World_History||Female||2.5899496||1.92941893||3.26197619||3.07954301||2.97818052||2.83378437||2.98542647||2.14612804||3.91745299||4.16148779&lt;br /&gt;
|-&lt;br /&gt;
| 1||World_History||Female||2.66558099||1.90848502||3.10243371||3.40380661||3.26834391||2.73957234||3.25309559||2.32014629||3.75258618||4.158272&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Percentage of Students)===&lt;br /&gt;
The table below contains the numbers of students and their relative proportion (percent).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| colspan=2| || colspan=5| '''Examination Grade''' || colspan=4| '''Summary Statistics''' &lt;br /&gt;
|-&lt;br /&gt;
| '''Disciplines''' ||  '''Sample Size''' || '''5''' || '''4''' || '''3''' || '''2''' || '''1''' || '''Number of Students''' || '''3 or Higher / %''' || '''Mean Grade''' || '''Standard Deviation'''&lt;br /&gt;
|-&lt;br /&gt;
| '''Art History''' || N || 2286 || 4243 || 5006 || 3550 || 3751 || 18836 || 11535 || 2.88 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.13633468 || 22.52601402 || 26.57676789 || 18.84688894 || 19.91399448 ||  || 61.23911659 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Biology''' || N || 27996 || 29338 || 30749 || 33664 || 23049 || 144796 || 88083 || 3.04 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.33478825 || 20.26160944 || 21.23608387 || 23.24926103 || 15.91825741 ||  || 60.83248156 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB''' || N || 44409 || 39682 || 40448 || 32704 || 54450 || 211693 || 124539 || 2.94 || 1.49&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.97802006 || 18.74506951 || 19.10691426 || 15.44878669 || 25.72120949 ||  || 58.83000383 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus BC''' || N || 27949 || 11489 || 12095 || 4090 || 8688 || 64311 || 51533 || 3.71 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.4591283 || 17.86475098 || 18.80704701 || 6.359720732 || 13.50935299 ||  || 80.13092628 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB Subscores''' || N || 32268 || 14168 || 8915 || 4222 || 4738 || 64311 || 55351 || 4.01 || 1.25&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 50.17493119 || 22.0304458 || 13.86232526 || 6.564973333 || 7.367324408 ||  || 86.06770226 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chemistry''' || N || 14820 || 17462 || 22321 || 17928 || 24605 || 97136 || 54603 || 2.79 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.25695931 || 17.97685719 || 22.97912206 || 18.45659694 || 25.3304645 ||  || 56.21293856 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language'''   (Total Group) || N || 2643 || 386 || 146 || 36 || 50 || 3261 || 3175 || 4.7 || 0.74&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 81.04875805 || 11.83685986 || 4.477154247 || 1.103955842 || 1.533272002 ||  || 97.36277216 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language''' (Standard Group)** || N || 177 || 71 || 60 || 24 || 31 || 363 || 308 || 3.93 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 48.76033058 || 19.55922865 || 16.52892562 || 6.611570248 || 8.539944904 ||  || 84.84848485 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' A || N || 2902 || 3434 || 2178 || 1433 || 5102 || 15049 || 8514 || 2.84 || 1.56&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.28367333 || 22.81879195 || 14.47272244 || 9.522227391 || 33.90258489 ||  || 56.57518772 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' AB || N || 1682 || 997 || 926 || 473 || 986 || 5064 || 3605 || 3.38 || 1.5&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.21484992 || 19.68799368 || 18.28593997 || 9.340442338 || 19.47077409 ||  || 71.18878357 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Macro''' || N || 8462 || 14693 || 9881 || 10311 || 16769 || 60116 || 33036 || 2.8 || 1.43&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 14.0761195 || 24.44108058 || 16.43655599 || 17.15183978 || 27.89440415 ||  || 54.95375607 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Micro''' || N || 6080 || 10300 || 7766 || 5459 || 7778 || 37383 || 24146 || 3.04 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.26407725 || 27.55263087 || 20.77414868 || 14.60289436 || 20.80624883 ||  || 64.59085681 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Language''' || N || 25840 || 51720 || 88529 || 85517 || 30624 || 282230 || 166089 || 2.85 || 1.12&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.155653191 || 18.32547922 || 31.36767884 || 30.30046416 || 10.85072459 ||  || 58.84881125 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Literature''' || N || 20829 || 62283 || 99267 || 90050 || 26049 || 298478 || 182379 || 2.87 || 1.06&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.978403768 || 20.86686456 || 33.25772754 || 30.16972775 || 8.727276382 ||  || 61.10299587 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Environmental Science''' || N || 5670 || 12092 || 9383 || 9183 || 16088 || 52416 || 27145 || 2.66 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.81730769 || 23.06929182 || 17.90102259 || 17.51945971 || 30.69291819 ||  || 51.7876221 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''European History''' || N || 10800 || 18314 || 34823 || 10910 || 22195 || 97042 || 63937 || 2.84 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.12920179 || 18.87224089 || 35.8844624 || 11.24255477 || 22.87154016 ||  || 65.88590507 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Total Group)** || N || 2743 || 3655 || 6643 || 4361 || 4307 || 21709 || 13041 || 2.82 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.63531254 || 16.83633516 || 30.60021189 || 20.08844258 || 19.83969782 ||  || 60.0718596 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Standard Group)** || N || 1244 || 2510 || 5331 || 3816 || 3928 || 16829 || 9085 || 2.6 || 1.2&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 7.392001901 || 14.91473052 || 31.67746152 || 22.6751441 || 23.34066195 ||  || 53.98419395 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Literature''' || N || 501 || 487 || 480 || 337 || 263 || 2068 || 1468 || 3.3 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.22630561 || 23.54932302 || 23.21083172 || 16.2959381 || 12.71760155 ||  || 70.98646035 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Total Group)** || N || 1316 || 1160 || 1158 || 1043 || 720 || 5397 || 3634 || 3.24 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.38391699 || 21.49342227 || 21.45636465 || 19.32555123 || 13.34074486 ||  || 67.33370391 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Standard Group)** || N || 342 || 760 || 938 || 885 || 635 || 3560 || 2040 || 2.8 || 1.23&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.606741573 || 21.34831461 || 26.34831461 || 24.85955056 || 17.83707865 ||  || 57.30337079 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics  Comparative''' || N || 2188 || 2635 || 3000 || 3039 || 2496 || 13358 || 7823 || 2.92 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.37969756 || 19.72600689 || 22.45845186 || 22.75041174 || 18.68543195 ||  || 58.56415631 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics United States''' || N || 9705 || 30488 || 43245 || 51620 || 25920 || 160978 || 83438 || 2.67 || 1.13&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.028774118 || 18.93923393 || 26.86391929 || 32.06649356 || 16.1015791 ||  || 51.83192734 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Human Geography''' || N || 3249 || 5183 || 6320 || 4724 || 9529 || 29005 || 14752 || 2.58 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.20151698 || 17.86933287 || 21.78934666 || 16.2868471 || 32.85295639 ||  || 50.86019652 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Total Group) || N || 252 || 209 || 393 || 329 || 459 || 1642 || 854 || 2.67 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.34713764 || 12.72838002 || 23.93422655 || 20.0365408 || 27.95371498 ||  || 52.00974421 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Standard Group)** || N || 85 || 138 || 311 || 292 || 433 || 1259 || 534 || 2.32 || 1.24&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.751389992 || 10.96108022 || 24.70214456 || 23.19301033 || 34.3923749 ||  || 42.41461477 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Total Group)** || N || 724 || 154 || 314 || 152 || 323 || 1667 || 1192 || 3.48 || 1.57&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.43131374 || 9.23815237 || 18.83623275 || 9.118176365 || 19.37612478 ||  || 71.50569886 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Standard Group)** || N || 102 || 66 || 182 || 99 || 218 || 667 || 350 || 2.6 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.29235382 || 9.895052474 || 27.28635682 || 14.84257871 || 32.68365817 ||  || 52.47376312 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Literature''' || N || 508 || 549 || 962 || 612 || 1140 || 3771 || 2019 || 2.65 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 13.47122779 || 14.55847255 || 25.51047468 || 16.22911695 || 30.23070804 ||  || 53.54017502 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Vergil''' || N || 937 || 911 || 1229 || 931 || 921 || 4929 || 3077 || 3 || 1.37&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.00994116 || 18.4824508 || 24.9340637 || 18.88821262 || 18.68533171 ||  || 62.42645567 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' || N || 2210 || 2263 || 3400 || 3517 || 1804 || 13194 || 7873 || 2.97 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.7500379 || 17.15173564 || 25.76928907 || 26.65605578 || 13.67288161 ||  || 59.6710626 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Aural Subscore || N || 2184 || 2296 || 3219 || 3767 || 1728 || 13194 || 7699 || 2.96 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.55297863 || 17.40184933 || 24.39745339 || 28.55085645 || 13.09686221 ||  || 58.35228134 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Nonaural Subscore || N || 2240 || 2305 || 3398 || 3461 || 1790 || 13194 || 7943 || 2.98 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.97741398 || 17.47006215 || 25.75413067 || 26.23162043 || 13.56677278 ||  || 60.20160679 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics B''' || N || 8869 || 9279 || 14931 || 10210 || 11601 || 54890 || 33079 || 2.88 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.15777009 || 16.90471853 || 27.20167608 || 18.60083804 || 21.13499727 ||  || 60.26416469 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C E&amp;amp;M''' || N || 3787 || 2871 || 1354 || 1890 || 1290 || 11192 || 8012 || 3.53 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.83666905 || 25.65225161 || 12.09792709 || 16.88706219 || 11.52609006 ||  || 71.58684775 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C Mechanics''' || N || 6877 || 6669 || 5268 || 3699 || 3801 || 26314 || 18814 || 3.35 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 26.13437714 || 25.34392339 || 20.01976134 || 14.05715589 || 14.44478225 ||  || 71.49806187 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Psychology''' || N || 21833 || 30430 || 23851 || 15902 || 24112 || 116128 || 76114 || 3.09 || 1.41&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 18.80080601 || 26.20384403 || 20.53854368 || 13.69351061 || 20.76329567 ||  || 65.54319372 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Total Group) || N || 20397 || 25383 || 19464 || 17892 || 18063 || 101199 || 65244 || 3.12 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.1553375 || 25.08226366 || 19.23339163 || 17.6800166 || 17.8489906 ||  || 64.4709928 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Standard Group)** || N || 4299 || 8269 || 8085 || 9230 || 11290 || 41173 || 20653 || 2.64 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.44130862 || 20.0835499 || 19.63665509 || 22.41760377 || 27.42088262 ||  || 50.16151361 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Literature''' || N || 1757 || 3464 || 4207 || 2277 || 3616 || 15321 || 9428 || 2.83 || 1.32&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.46791985 || 22.60949024 || 27.45904314 || 14.86195418 || 23.60159259 ||  || 61.53645323 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Statistics''' || N || 11643 || 21076 || 24922 || 16755 || 23637 || 98033 || 57641 || 2.8 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.87661298 || 21.49888303 || 25.42205176 || 17.09118358 || 24.11126865 ||  || 58.79754776 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art Drawing''' || N || 1681 || 2470 || 5043 || 3546 || 818 || 13558 || 9194 || 3.05 || 1.09&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.39858386 || 18.21802626 || 37.19575159 || 26.15430004 || 6.03333825 ||  || 67.81236171 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 2-D Design''' || N || 1494 || 2861 || 4665 || 3674 || 716 || 13410 || 9020 || 3.06 || 1.07&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.1409396 || 21.33482476 || 34.78747204 || 27.39746458 || 5.339299031 ||  || 67.26323639 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 3-D Design''' || N || 223 || 324 || 935 || 665 || 173 || 2320 || 1482 || 2.9 || 1.05&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.612068966 || 13.96551724 || 40.30172414 || 28.6637931 || 7.456896552 ||  || 63.87931034 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''United States History''' || N || 37110 || 66325 || 74153 || 87268 || 68706 || 333562 || 177588 || 2.75 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.125368 || 19.88385967 || 22.23064977 || 26.16245256 || 20.59767 ||  || 53.23987744 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''World History''' || N || 11461 || 17183 || 26616 || 24773 || 21942 || 101975 || 55260 || 2.72 || 1.28&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;hr&amp;gt;&lt;br /&gt;
* SOCR Home page: http://www.socr.ucla.edu&lt;br /&gt;
&lt;br /&gt;
{{translate|pageName=http://wiki.stat.ucla.edu/socr/index.php?title=SOCR_Data_Dinov_030708_APExamScores}}&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11363</id>
		<title>SOCR Data Dinov 030708 APExamScores</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11363"/>
		<updated>2011-10-31T18:14:13Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* SOCR Data - 2007 Advanced Placement (AP) Exam Scores by Discipline */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== [[SOCR_Data |SOCR Data]] - 2007 Advanced Placement (AP) Exam Scores by Discipline==&lt;br /&gt;
&lt;br /&gt;
===Data Description===&lt;br /&gt;
* '''Source''': [http://professionals.collegeboard.com/data-reports-research/ap/data-2007 The College Board AP Results for 2007].&lt;br /&gt;
&lt;br /&gt;
* '''Summary''':&lt;br /&gt;
[[Image:SOCR_Data_Dinov_APExams_062408_Fig1.png|150px|thumbnail|right| [http://www.hoover.org/publications/ednext/3260116.html AP Exams] ]]&lt;br /&gt;
&lt;br /&gt;
: The goals of collecting this data on AP exam scores by discipline was to gauge the individual success on an AP Exam in 2007. Most students view a grade of 3 or higher as a successful grade (grade range {1 (worst), 2, 3, 4, 5(best)}. Of interest was to evaluate the performance for each grade level, type of school, or geographic location.&lt;br /&gt;
&lt;br /&gt;
: This table reflects 2,533,431 AP Examinations taken by 1,464,254 students from 16,464 secondary schools.&lt;br /&gt;
&lt;br /&gt;
: Standard students generally receive most of their foreign language training in U.S. schools. They did not indicate on their answer sheet that they regularly speak or hear the foreign language of the examination, or that they have lived for one month or more   in a country where the language is spoken.&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Genders and Grace Levels)===&lt;br /&gt;
The table below contains the raw numbers of students taking different AP exams, their scores and grade levels and genders.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || colspan=&amp;quot;5&amp;quot; |Examination Grade||colspan=&amp;quot;4&amp;quot;|Summary Statistics||colspan=&amp;quot;7&amp;quot;|Grade Level||colspan=&amp;quot;2&amp;quot;|Gender&lt;br /&gt;
|-&lt;br /&gt;
|5||4||3||2||1||Number of Students||3 or Higher%||Mean Grade||Standard Deviation||9th Grade||10th Grade||11th Grade||12th Grade||Not HS||&amp;lt;9th Grade||Other||Male||Female&lt;br /&gt;
|-&lt;br /&gt;
| Biology||27996.00||29338.00||30749.00||33664.00||23049.00||144796.00||88083.00||3.04||1.36||1368.00||13311.00||54119.00||70493.00||85.00||24.00||5396.00||60597.00||84199.00&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB||44409.00||39682.00||40448.00||32704.00||54450.00||211693.00||124539.00||2.94||1.49||190.00||2655.00||38717.00||162361.00||484.00||30.00||7256.00||109095.00||102598.00&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB Subscores||32268.00||14168.00||8915.00||4222.00||4738.00||64311.00||55351.00||4.01||1.25||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Calculus BC||27949.00||11489.00||12095.00||4090.00||8688.00||64311.00||51533.00||3.71||1.42||121.00||1255.00||14142.00||46713.00||134.00||15.00||1931.00||38028.00||26283.00&lt;br /&gt;
|-&lt;br /&gt;
| Chemistry||14820.00||17462.00||22321.00||17928.00||24605.00||97136.00||54603.00||2.79||1.39||50.00||5550.00||50226.00||37751.00||220.00||5.00||3334.00||51743.00||45393.00&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Standard Group)**||177.00||71.00||60.00||24.00||31.00||363.00||308.00||3.93||1.30||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Total Group)**||2643.00||386.00||146.00||36.00||50.00||3261.00||3175.00||4.70||0.74||80.00||367.00||1193.00||1453.00||5.00||7.00||156.00||1482.00||1779.00&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science A||2902.00||3434.00||2178.00||1433.00||5102.00||15049.00||8514.00||2.84||1.56||215.00||2508.00||5539.00||6274.00||13.00||3.00||497.00||12282.00||2767.00&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science AB||1682.00||997.00||926.00||473.00||986.00||5064.00||3605.00||3.38||1.50||43.00||599.00||2024.00||2246.00||13.00||5.00||134.00||4461.00||603.00&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Macro||8462.00||14693.00||9881.00||10311.00||16769.00||60116.00||33036.00||2.80||1.43||109.00||876.00||6684.00||49818.00||245.00||2.00||2382.00||32931.00||27185.00&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Micro||6080.00||10300.00||7766.00||5459.00||7778.00||37383.00||24146.00||3.04||1.38||24.00||1109.00||5589.00||29006.00||228.00||2.00||1425.00||21438.00||15945.00&lt;br /&gt;
|-&lt;br /&gt;
| English Language||25840.00||51720.00||88529.00||85517.00||30624.00||282230.00||166089.00||2.85||1.12||90.00||4346.00||229191.00||37769.00||64.00||3.00||10767.00||104425.00||177805.00&lt;br /&gt;
|-&lt;br /&gt;
| English Literature||20829.00||62283.00||99267.00||90050.00||26049.00||298478.00||182379.00||2.87||1.06||20.00||651.00||23745.00||262341.00||151.00||4.00||11566.00||108109.00||190369.00&lt;br /&gt;
|-&lt;br /&gt;
| Environmental Science||5670.00||12092.00||9383.00||9183.00||16088.00||52416.00||27145.00||2.66||1.40||728.00||2068.00||17448.00||29665.00||45.00||0.00||2462.00||23129.00||29287.00&lt;br /&gt;
|-&lt;br /&gt;
| European History||10800.00||18314.00||34823.00||10910.00||22195.00||97042.00||63937.00||2.84||1.28||419.00||48885.00||15659.00||28580.00||36.00||1.00||3462.00||45075.00||51967.00&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Standard Group)**||1244.00||2510.00||5331.00||3816.00||3928.00||16829.00||9085.00||2.60||1.20||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Total Group)**||2743.00||3655.00||6643.00||4361.00||4307.00||21709.00||13041.00||2.82||1.28||162.00||1119.00||5943.00||13555.00||13.00||84.00||833.00||6535.00||15174.00&lt;br /&gt;
|-&lt;br /&gt;
| French Literature||501.00||487.00||480.00||337.00||263.00||2068.00||1468.00||3.30||1.34||10.00||111.00||489.00||1360.00||2.00||0.00||96.00||594.00||1474.00&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Standard Group)**||342.00||760.00||938.00||885.00||635.00||3560.00||2040.00||2.80||1.23||.||.||.||.||.||.||.||.||&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Total Group)**||1316.00||1160.00||1158.00||1043.00||720.00||5397.00||3634.00||3.24||1.36||80.00||302.00||1273.00||3505.00||12.00||39.00||186.00||2778.00||2619.00&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics Comparative||2188.00||2635.00||3000.00||3039.00||2496.00||13358.00||7823.00||2.92||1.35||8.00||711.00||2285.00||9745.00||15.00||0.00||594.00||6986.00||6372.00&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics United States||9705.00||30488.00||43245.00||51620.00||25920.00||160978.00||83438.00||2.67||1.13||946.00||8258.00||16900.00||128710.00||55.00||6.00||6103.00||75427.00||85551.00&lt;br /&gt;
|-&lt;br /&gt;
| Human Geography||3249.00||5183.00||6320.00||4724.00||9529.00||29005.00||14752.00||2.58||1.39||12546.00||5219.00||3874.00||6229.00||10.00||2.00||1125.00||13182.00||15823.00&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Standard Group)**||85.00||138.00||311.00||292.00||433.00||1259.00||534.00||2.32||1.24||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Total Group)**||252.00||209.00||393.00||329.00||459.00||1642.00||854.00||2.67||1.40||8.00||27.00||263.00||1267.00||6.00||0.00||71.00||582.00||1060.00&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Standard Group)**||102.00||66.00||182.00||99.00||218.00||667.00||350.00||2.60||1.42||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Total Group)**||724.00||154.00||314.00||152.00||323.00||1667.00||1192.00||3.48||1.57||31.00||96.00||456.00||1026.00||3.00||2.00||53.00||773.00||894.00&lt;br /&gt;
|-&lt;br /&gt;
| Latin Literature||508.00||549.00||962.00||612.00||1140.00||3771.00||2019.00||2.65||1.39||11.00||156.00||1564.00||1920.00||3.00||1.00||116.00||1766.00||2005.00&lt;br /&gt;
|-&lt;br /&gt;
| Latin Vergil||937.00||911.00||1229.00||931.00||921.00||4929.00||3077.00||3.00||1.37||36.00||313.00||2112.00||2299.00||1.00||1.00||167.00||2578.00||2351.00&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory||2210.00||2263.00||3400.00||3517.00||1804.00||13194.00||7873.00||2.97||1.29||105.00||1175.00||4239.00||7189.00||12.00||15.00||459.00||7507.00||5687.00&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Aural Subscore||2184.00||2296.00||3219.00||3767.00||1728.00||13194.00||7699.00||2.96||1.28||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Nonaural Subscore||2240.00||2305.00||3398.00||3461.00||1790.00||13194.00||7943.00||2.98||1.29||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Physics B||8869.00||9279.00||14931.00||10210.00||11601.00||54890.00||33079.00||2.88||1.35||103.00||1144.00||19411.00||32138.00||77.00||24.00||1993.00||35711.00||19179.00&lt;br /&gt;
|-&lt;br /&gt;
| Physics C E&amp;amp;M||3787.00||2871.00||1354.00||1890.00||1290.00||11192.00||8012.00||3.53||1.40||5.00||132.00||1275.00||9370.00||83.00||5.00||322.00||8678.00||2514.00&lt;br /&gt;
|-&lt;br /&gt;
| Physics C Mechanics||6877.00||6669.00||5268.00||3699.00||3801.00||26314.00||18814.00||3.35||1.38||8.00||218.00||3498.00||21651.00||99.00||9.00||831.00||19291.00||7023.00&lt;br /&gt;
|-&lt;br /&gt;
| Psychology||21833.00||30430.00||23851.00||15902.00||24112.00||116128.00||76114.00||3.09||1.41||123.00||3329.00||37075.00||70456.00||88.00||5.00||5052.00||40920.00||75208.00&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Standard Group)**||4299.00||8269.00||8085.00||9230.00||11290.00||41173.00||20653.00||2.64||1.34||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Total Group)**||20397.00||25383.00||19464.00||17892.00||18063.00||101199.00||65244.00||3.12||1.39||2677.00||11677.00||35429.00||43772.00||133.00||2864.00||4647.00||36166.00||65033.00&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Literature||1757.00||3464.00||4207.00||2277.00||3616.00||15321.00||9428.00||2.83||1.32||129.00||1114.00||4541.00||8598.00||7.00||0.00||932.00||5100.00||10221.00&lt;br /&gt;
|-&lt;br /&gt;
| Statistics||11643.00||21076.00||24922.00||16755.00||23637.00||98033.00||57641.00||2.80||1.34||117.00||3964.00||18782.00||71348.00||193.00||10.00||3619.00||48854.00||49179.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 2-D Design||1494.00||2861.00||4665.00||3674.00||716.00||13410.00||9020.00||3.06||1.07||16.00||212.00||2314.00||10169.00||22.00||1.00||676.00||3895.00||9515.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 3-D Design||223.00||324.00||935.00||665.00||173.00||2320.00||1482.00||2.90||1.05||5.00||41.00||300.00||1822.00||5.00||0.00||147.00||823.00||1497.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art Drawing||1681.00||2470.00||5043.00||3546.00||818.00||13558.00||9194.00||3.05||1.09||8.00||316.00||2506.00||10012.00||22.00||0.00||694.00||3964.00||9594.00&lt;br /&gt;
|-&lt;br /&gt;
| United States History||37110.00||66325.00||74153.00||87268.00||68706.00||333562.00||177588.00||2.75||1.29||354.00||27033.00||277343.00||17332.00||40.00||10.00||11450.00||151569.00||181993.00&lt;br /&gt;
|-&lt;br /&gt;
| World History||11461.00||17183.00||26616.00||24773.00||21942.00||101975.00||55260.00||2.72||1.28||4685.00||78011.00||10172.00||5561.00||19.00||4.00||3523.00||45716.00||56259.00&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution===&lt;br /&gt;
The table below contains the numbers and scores of US students taking different AP exams.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || rowspan=&amp;quot;2&amp;quot;|Examination Grade||colspan=&amp;quot;2&amp;quot;|Gender||colspan=&amp;quot;9&amp;quot;|Ethnic Group||rowspan=&amp;quot;2&amp;quot;|Total&lt;br /&gt;
|-&lt;br /&gt;
|Male||Female||Not Stated||American Indian||Asian||Black||Mexican American||Other||Other Hispanic||Puerto Rican||White&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Art History||5||730||1469||86||8||352||28||45||122||64||8||1486||2199&lt;br /&gt;
|-&lt;br /&gt;
| 4||1377||2763||160||14||670||74||138||223||213||18||2630||4140&lt;br /&gt;
|-&lt;br /&gt;
| 3||1614||3288||190||25||711||141||211||242||348||37||2997||4902&lt;br /&gt;
|-&lt;br /&gt;
| 2||1141||2332||124||16||511||145||223||163||291||35||1965||3473&lt;br /&gt;
|-&lt;br /&gt;
| 1||1296||2403||162||22||499||279||347||152||461||41||1736||3699&lt;br /&gt;
|-&lt;br /&gt;
| Total||6158||12255||722||85||2743||667||964||902||1377||139||10814||18413&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.85||2.88||2.84||2.65||2.95||2.14||2.29||3.00||2.37||2.40||3.02||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Biology||5||13617||13318||731||51||7032||398||317||1150||560||96||16600||26935&lt;br /&gt;
|-&lt;br /&gt;
| 4||13026||15463||771||100||5569||808||526||1223||726||132||18634||28489&lt;br /&gt;
|-&lt;br /&gt;
| 3||12717||17312||833||140||4954||1143||824||1177||988||182||19788||30029&lt;br /&gt;
|-&lt;br /&gt;
| 2||12309||20768||997||193||4740||2089||1555||1303||1481||272||20447||33077&lt;br /&gt;
|-&lt;br /&gt;
| 1||7354||15437||737||152||2920||3585||2174||893||1965||283||10082||22791&lt;br /&gt;
|-&lt;br /&gt;
| Total||59023||82298||4069||636||25215||8023||5396||5746||5720||965||85551||141321&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.22||2.88||2.94||2.54||3.36||2.05||2.12||3.08||2.38||2.47||3.13||3.03&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus AB||5||25366||16543||962||84||8008||512||617||1202||901||115||29508||41909&lt;br /&gt;
|-&lt;br /&gt;
| 4||20395||17916||897||110||6279||853||798||1178||947||135||27114||38311&lt;br /&gt;
|-&lt;br /&gt;
| 3||19533||19635||983||154||6015||1213||1298||1191||1216||180||26918||39168&lt;br /&gt;
|-&lt;br /&gt;
| 2||15484||16379||749||143||4744||1417||1445||1007||1231||172||20955||31863&lt;br /&gt;
|-&lt;br /&gt;
| 1||24230||29065||1438||332||6876||5334||4557||1563||3312||405||29478||53295&lt;br /&gt;
|-&lt;br /&gt;
| Total||105008||99538||5029||823||31922||9329||8715||6141||7607||1007||133973||204546&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.07||2.76||2.84||2.36||3.12||1.91||2.02||2.91||2.33||2.39||3.05||2.92&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus BC||5||17507||9396||654||53||8045||247||296||918||462||80||16148||26903&lt;br /&gt;
|-&lt;br /&gt;
| 4||6460||4771||268||25||2876||219||180||415||272||38||6938||11231&lt;br /&gt;
|-&lt;br /&gt;
| 3||6450||5410||276||25||2939||306||333||384||337||42||7218||11860&lt;br /&gt;
|-&lt;br /&gt;
| 2||2091||1944||104||18||965||138||146||138||128||17||2381||4035&lt;br /&gt;
|-&lt;br /&gt;
| 1||4382||4203||223||33||1969||494||442||323||393||30||4678||8585&lt;br /&gt;
|-&lt;br /&gt;
| Total||36890||25724||1525||154||16794||1404||1397||2178||1592||207||37363||62614&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.83||3.51||3.67||3.31||3.84||2.71||2.82||3.67||3.18||3.58||3.74||3.70&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chemistry||5||9090||4631||348||25||4372||153||104||486||204||35||7994||13721&lt;br /&gt;
|-&lt;br /&gt;
| 4||9620||6935||446||38||4151||316||207||572||322||53||10450||16555&lt;br /&gt;
|-&lt;br /&gt;
| 3||11583||9871||542||85||4371||569||432||823||552||97||13983||21454&lt;br /&gt;
|-&lt;br /&gt;
| 2||8607||8788||424||76||3034||689||499||599||559||99||11416||17395&lt;br /&gt;
|-&lt;br /&gt;
| 1||10549||13633||653||144||3535||2475||1701||945||1450||205||13074||24182&lt;br /&gt;
|-&lt;br /&gt;
| Total||49449||43858||2413||368||19463||4202||2943||3425||3087||489||56917||93307&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.55||2.76||2.25||3.14||1.81||1.82||2.72||2.12||2.21||2.80||2.77&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chinese Lang &amp;amp; Cultures||5||854||1118||77||.||1857||.||.||20||.||.||16||1972&lt;br /&gt;
|-&lt;br /&gt;
| 4||145||158||8||.||264||.||.||7||.||.||23||303&lt;br /&gt;
|-&lt;br /&gt;
| 3||65||48||11||.||76||3||.||3||.||.||19||113&lt;br /&gt;
|-&lt;br /&gt;
| 2||14||16||1||.||14||.||.||3||.||.||10||30&lt;br /&gt;
|-&lt;br /&gt;
| 1||17||25||.||.||18||2||.||1||.||.||16||42&lt;br /&gt;
|-&lt;br /&gt;
| Total||1095||1365||97||4||2229||5||4||34||3||.||84||2460&lt;br /&gt;
|-&lt;br /&gt;
| Mean||4.65||4.71||4.66||.||4.76||2.20||.||4.24||.||.||3.15||4.68&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science A||5||2386||396||51||6||717||25||25||102||51||12||1793||2782&lt;br /&gt;
|-&lt;br /&gt;
| 4||2810||491||81||8||782||56||60||124||91||14||2085||3301&lt;br /&gt;
|-&lt;br /&gt;
| 3||1726||375||48||12||485||46||51||73||61||12||1313||2101&lt;br /&gt;
|-&lt;br /&gt;
| 2||1119||261||25||6||296||41||43||59||50||11||849||1380&lt;br /&gt;
|-&lt;br /&gt;
| 1||3823||1142||144||22||1039||472||250||216||312||34||2476||4965&lt;br /&gt;
|-&lt;br /&gt;
| Total||11864||2665||349||54||3319||640||429||574||565||83||8516||14529&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.90||2.53||2.63||2.44||2.95||1.63||1.99||2.72||2.15||2.51||2.98||2.83&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science AB||5||1433||179||33||2||444||15||12||63||18||6||1019||1612&lt;br /&gt;
|-&lt;br /&gt;
| 4||831||129||10||2||247||10||17||31||14||3||626||960&lt;br /&gt;
|-&lt;br /&gt;
| 3||787||105||29||1||248||13||11||43||21||2||524||892&lt;br /&gt;
|-&lt;br /&gt;
| 2||401||53||18||2||128||10||3||16||14||2||261||454&lt;br /&gt;
|-&lt;br /&gt;
| 1||820||125||27||6||224||29||32||38||32||4||553||945&lt;br /&gt;
|-&lt;br /&gt;
| Total||4272||591||117||13||1291||77||75||191||99||17||2983||4863&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.39||3.31||3.03||2.38||3.43||2.64||2.65||3.34||2.72||3.29||3.43||3.38&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Macro||5||5037||2469||189||14||1819||68||111||278||189||20||4818||7506&lt;br /&gt;
|-&lt;br /&gt;
| 4||8373||5251||374||36||2698||279||303||495||505||47||8887||13624&lt;br /&gt;
|-&lt;br /&gt;
| 3||5234||4058||241||32||1644||313||360||341||409||44||5908||9292&lt;br /&gt;
|-&lt;br /&gt;
| 2||5146||4718||301||34||1617||402||542||364||529||75||6000||9864&lt;br /&gt;
|-&lt;br /&gt;
| 1||7212||9203||502||83||2015||1687||1746||586||1805||178||7813||16415&lt;br /&gt;
|-&lt;br /&gt;
| Total||31002||25699||1607||199||9793||2749||3062||2064||3437||364||33426||56701&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.50||2.66||2.32||3.07||1.78||1.85||2.77||2.05||2.05||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Micro||5||3697||1401||152||9||1261||44||49||193||78||10||3302||5098&lt;br /&gt;
|-&lt;br /&gt;
| 4||5791||3369||260||20||1871||177||175||340||249||32||6036||9160&lt;br /&gt;
|-&lt;br /&gt;
| 3||4012||3090||209||20||1242||226||209||264||249||47||4636||7102&lt;br /&gt;
|-&lt;br /&gt;
| 2||2654||2457||157||18||788||238||234||182||189||32||3273||5111&lt;br /&gt;
|-&lt;br /&gt;
| 1||3360||4115||247||26||950||960||635||266||619||132||3640||7475&lt;br /&gt;
|-&lt;br /&gt;
| Total||19514||14432||1025||93||6112||1645||1302||1245||1384||253||20887||33946&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.20||2.69||2.92||2.66||3.28||1.85||2.05||3.01||2.26||2.04||3.10||2.98&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lang &amp;amp; Composition||5||10163||15274||704||62||3680||402||333||1100||609||92||18455||25437&lt;br /&gt;
|-&lt;br /&gt;
| 4||19690||31194||1382||209||6156||1281||1189||2043||1592||231||36801||50884&lt;br /&gt;
|-&lt;br /&gt;
| 3||31986||55167||2391||476||9374||3941||3697||3206||3726||566||59776||87153&lt;br /&gt;
|-&lt;br /&gt;
| 2||29442||54801||2560||663||8342||7901||7949||3130||6296||804||46598||84243&lt;br /&gt;
|-&lt;br /&gt;
| 1||11540||18709||1035||300||2122||6162||4937||989||3997||342||10365||30249&lt;br /&gt;
|-&lt;br /&gt;
| Total||102821||175145||8072||1710||29674||19687||18105||10468||16220||2035||171995||277966&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.83||2.77||2.46||3.03||2.08||2.12||2.92||2.29||2.47||3.04||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lit &amp;amp; Composition||5||6482||13815||645||39||2628||264||237||871||365||72||15176||20297&lt;br /&gt;
|-&lt;br /&gt;
| 4||21394||39453||1737||213||6731||1413||1054||2151||1495||252||45801||60847&lt;br /&gt;
|-&lt;br /&gt;
| 3||35632||61469||2744||470||9489||4196||3090||3162||3487||644||69819||97101&lt;br /&gt;
|-&lt;br /&gt;
| 2||32099||56235||2574||651||8637||9177||6305||3068||5555||934||51433||88334&lt;br /&gt;
|-&lt;br /&gt;
| 1||10314||15424||855||254||2138||6879||3148||857||2974||357||8276||25738&lt;br /&gt;
|-&lt;br /&gt;
| Total||105921||186396||8555||1627||29623||21929||13834||10109||13876||2259||190505||292317&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.83||2.89||2.85||2.47||2.97||2.04||2.20||2.91||2.33||2.45||3.04||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Environmental Science||5||3313||2270||177||10||824||53||69||205||123||21||4101||5583&lt;br /&gt;
|-&lt;br /&gt;
| 4||6146||5798||365||36||1420||246||244||460||401||61||8711||11944&lt;br /&gt;
|-&lt;br /&gt;
| 3||4264||5029||285||35||1054||314||244||369||358||53||6581||9293&lt;br /&gt;
|-&lt;br /&gt;
| 2||3682||5421||300||50||973||416||323||336||479||61||6165||9103&lt;br /&gt;
|-&lt;br /&gt;
| 1||5464||10511||560||94||1593||1951||1072||644||1520||181||8360||15975&lt;br /&gt;
|-&lt;br /&gt;
| Total||22869||29029||1687||225||5864||2980||1952||2014||2881||377||33918||51898&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.45||2.58||2.19||2.81||1.67||1.93||2.63||2.00||2.15||2.82||2.65&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|European History||5||5633||4933||301||19||1662||109||120||425||262||29||7639||10566&lt;br /&gt;
|-&lt;br /&gt;
| 4||9106||8811||527||61||2481||304||275||753||508||78||12930||17917&lt;br /&gt;
|-&lt;br /&gt;
| 3||16137||18077||986||139||4169||939||881||1393||1098||181||24428||34214&lt;br /&gt;
|-&lt;br /&gt;
| 2||4661||6079||324||56||1271||438||408||401||455||74||7313||10740&lt;br /&gt;
|-&lt;br /&gt;
| 1||8737||13161||730||116||2377||1761||1557||927||1364||227||12839||21898&lt;br /&gt;
|-&lt;br /&gt;
| Total||44274||51061||2868||391||11960||3551||3241||3899||3687||589||65149||95335&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.73||2.77||2.52||2.98||2.03||2.07||2.83||2.42||2.33||2.93||2.84&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Language||5||701||1450||91||1||201||144||23||170||87||6||1428||2151&lt;br /&gt;
|-&lt;br /&gt;
| 4||884||2221||114||4||374||182||58||220||111||10||2032||3105&lt;br /&gt;
|-&lt;br /&gt;
| 3||1810||4237||193||10||783||302||180||298||273||7||4001||6047&lt;br /&gt;
|-&lt;br /&gt;
| 2||1161||2981||163||12||498||204||181||180||191||7||2706||4142&lt;br /&gt;
|-&lt;br /&gt;
| 1||1286||2924||134||12||466||300||329||188||308||25||2448||4210&lt;br /&gt;
|-&lt;br /&gt;
| Total||5842||13813||695||39||2322||1132||771||1056||970||55||12615||19655&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.73||2.81||2.23||2.72||2.70||2.05||3.00||2.46||2.36||2.78||2.74&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Literature||5||118||314||28||.||44||13||6||28||14||2||297||432&lt;br /&gt;
|-&lt;br /&gt;
| 4||114||319||16||.||53||23||4||24||11||2||300||433&lt;br /&gt;
|-&lt;br /&gt;
| 3||121||322||24||.||50||27||5||25||17||||294||443&lt;br /&gt;
|-&lt;br /&gt;
| 2||101||217||14||.||38||17||10||20||13||1||205||318&lt;br /&gt;
|-&lt;br /&gt;
| 1||85||166||7||.||24||17||3||12||20||1||167||251&lt;br /&gt;
|-&lt;br /&gt;
| Total||539||1338||89||1||209||97||28||109||75||6||1263||1877&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.15||3.30||3.49||.||3.26||2.98||3.00||3.33||2.81||3.50||3.28||3.25&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|German Language||5||464||510||39||2||48||18||1||44||13||1||808||974&lt;br /&gt;
|-&lt;br /&gt;
| 4||533||530||25||4||72||14||10||46||20||1||871||1063&lt;br /&gt;
|-&lt;br /&gt;
| 3||600||516||29||3||67||15||9||37||24||3||929||1116&lt;br /&gt;
|-&lt;br /&gt;
| 2||530||499||30||3||62||11||16||39||19||6||843||1029&lt;br /&gt;
|-&lt;br /&gt;
| 1||415||298||20||7||44||30||24||24||30||5||529||713&lt;br /&gt;
|-&lt;br /&gt;
| Total||2542||2353||143||19||293||88||60||190||106||16||3980||4895&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.19||3.23||2.53||3.06||2.76||2.13||3.25||2.69||2.19||3.15||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics Comp||5||1256||784||60||2||281||28||29||78||62||8||1492||2040&lt;br /&gt;
|-&lt;br /&gt;
| 4||1461||1057||92||11||340||47||50||106||77||11||1784||2518&lt;br /&gt;
|-&lt;br /&gt;
| 3||1488||1390||104||17||344||90||61||134||103||23||2002||2878&lt;br /&gt;
|-&lt;br /&gt;
| 2||1481||1456||85||10||322||156||81||148||127||17||1991||2937&lt;br /&gt;
|-&lt;br /&gt;
| 1||1072||1382||106||22||262||262||134||114||147||24||1383||2454&lt;br /&gt;
|-&lt;br /&gt;
| Total||6758||6069||447||62||1549||583||355||580||516||83||8652||12827&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.74||2.81||2.37||3.04||2.01||2.32||2.80||2.57||2.54||3.00||2.90&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics US||5||5392||4272||267||18||1341||127||138||359||186||25||7203||9664&lt;br /&gt;
|-&lt;br /&gt;
| 4||16375||13992||829||100||3901||580||624||1113||825||131||22264||30367&lt;br /&gt;
|-&lt;br /&gt;
| 3||21584||21509||1101||179||5304||1464||1385||1518||1544||242||30356||43093&lt;br /&gt;
|-&lt;br /&gt;
| 2||22468||28942||1483||279||6275||3227||3145||1925||2815||401||31860||51410&lt;br /&gt;
|-&lt;br /&gt;
| 1||9325||16487||757||160||2885||4032||3439||972||3194||304||10069||25812&lt;br /&gt;
|-&lt;br /&gt;
| Total||75144||85202||4437||736||19706||9430||8731||5887||8564||1103||101752||160346&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.81||2.54||2.63||2.37||2.72||1.89||1.96||2.65||2.07||2.25||2.85||2.67&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Human Geography||5||1765||1310||72||10||446||69||44||122||96||17||2199||3075&lt;br /&gt;
|-&lt;br /&gt;
| 4||2538||2491||145||16||639||184||89||187||228||22||3519||5029&lt;br /&gt;
|-&lt;br /&gt;
| 3||2929||3260||169||21||676||323||170||252||411||63||4104||6189&lt;br /&gt;
|-&lt;br /&gt;
| 2||2019||2627||140||24||448||386||210||176||350||60||2852||4646&lt;br /&gt;
|-&lt;br /&gt;
| 1||3614||5834||329||44||710||1843||645||385||949||196||4347||9448&lt;br /&gt;
|-&lt;br /&gt;
| Total||12865||15522||855||115||2919||2805||1158||1122||2034||358||17021||28387&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.41||2.40||2.34||2.88||1.66||1.86||2.54||2.10||1.89||2.79||2.56&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Italian Language||5||73||122||6||.||5||2||4||11||32||2||131||195&lt;br /&gt;
|-&lt;br /&gt;
| 4||61||127||8||.||2||2||9||8||41||1||117||188&lt;br /&gt;
|-&lt;br /&gt;
| 3||127||258||11||.||23||3||13||13||63||7||252||385&lt;br /&gt;
|-&lt;br /&gt;
| 2||114||214||12||.||16||5||7||12||41||5||230||328&lt;br /&gt;
|-&lt;br /&gt;
| 1||172||287||19||.||18||9||11||14||27||9||352||459&lt;br /&gt;
|-&lt;br /&gt;
| Total||547||1008||56||2||64||21||44||58||204||24||1082||1555&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.54||2.59||2.46||.||2.38||2.19||2.73||2.83||3.05||2.25||2.49||2.57&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Japanese Lang &amp;amp; Culture||5||210||226||18||.||351||1||||30||1||.||34||436&lt;br /&gt;
|-&lt;br /&gt;
| 4||63||66||6||.||79||1||1||5||2||.||34||129&lt;br /&gt;
|-&lt;br /&gt;
| 3||131||171||15||.||172||9||4||13||4||.||85||302&lt;br /&gt;
|-&lt;br /&gt;
| 2||68||79||4||.||67||7||1||13||1||.||54||147&lt;br /&gt;
|-&lt;br /&gt;
| 1||163||151||13||.||116||9||7||18||12||.||136||314&lt;br /&gt;
|-&lt;br /&gt;
| Total||635||693||56||1||785||27||13||79||20||4||343||1328&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.14||3.20||3.21||.||3.61||2.19||1.92||3.20||1.95||.||2.35||3.17&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Literature||5||239||265||18||1||92||10||3||22||7||2||349||504&lt;br /&gt;
|-&lt;br /&gt;
| 4||243||302||18||||83||17||3||27||3||1||393||545&lt;br /&gt;
|-&lt;br /&gt;
| 3||450||503||31||2||117||27||12||41||10||1||712||953&lt;br /&gt;
|-&lt;br /&gt;
| 2||276||332||23||3||60||21||11||22||7||.||461||608&lt;br /&gt;
|-&lt;br /&gt;
| 1||553||585||35||7||134||42||17||46||41||5||811||1138&lt;br /&gt;
|-&lt;br /&gt;
| Total||1761||1987||125||13||486||117||46||158||68||9||2726||3748&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.62||2.66||2.69||1.85||2.87||2.42||2.22||2.73||1.94||2.44||2.64||2.64&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Vergil||5||489||436||32||.||136||16||6||48||11||1||675||925&lt;br /&gt;
|-&lt;br /&gt;
| 4||512||393||36||4||109||15||6||42||12||4||677||905&lt;br /&gt;
|-&lt;br /&gt;
| 3||646||582||34||6||137||28||12||49||21||5||936||1228&lt;br /&gt;
|-&lt;br /&gt;
| 2||475||453||26||5||77||28||16||34||23||3||716||928&lt;br /&gt;
|-&lt;br /&gt;
| 1||449||471||40||8||66||32||26||28||22||1||697||920&lt;br /&gt;
|-&lt;br /&gt;
| Total||2571||2335||168||23||525||119||66||201||89||14||3701||4906&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.94||2.96||2.26||3.33||2.62||2.24||3.24||2.63||3.07||2.98||3.00&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Music Theory||5||1359||779||73||5||334||32||21||57||38||8||1570||2138&lt;br /&gt;
|-&lt;br /&gt;
| 4||1277||946||72||10||299||52||35||64||40||12||1639||2223&lt;br /&gt;
|-&lt;br /&gt;
| 3||1880||1482||86||20||380||102||67||104||126||32||2445||3362&lt;br /&gt;
|-&lt;br /&gt;
| 2||1886||1596||119||18||362||224||109||127||153||41||2329||3482&lt;br /&gt;
|-&lt;br /&gt;
| 1||1011||777||64||15||146||249||82||62||165||30||975||1788&lt;br /&gt;
|-&lt;br /&gt;
| Total||7413||5580||414||68||1521||659||314||414||522||123||8958||12993&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.88||2.93||2.59||3.21||2.08||2.38||2.82||2.30||2.41||3.06||2.96&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics B||5||6142||1856||203||20||2031||54||69||288||137||28||5168||7998&lt;br /&gt;
|-&lt;br /&gt;
| 4||6279||2507||235||27||1750||133||128||276||194||35||6008||8786&lt;br /&gt;
|-&lt;br /&gt;
| 3||9545||4884||406||42||2664||310||364||510||396||60||9677||14429&lt;br /&gt;
|-&lt;br /&gt;
| 2||6085||3896||257||43||1755||414||384||315||403||63||6347||9981&lt;br /&gt;
|-&lt;br /&gt;
| 1||6148||5293||340||74||1810||1137||1112||431||882||89||5566||11441&lt;br /&gt;
|-&lt;br /&gt;
| Total||34199||18436||1441||206||10010||2048||2057||1820||2012||275||32766||52635&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.55||2.79||2.40||3.04||1.81||1.86||2.82||2.16||2.45||2.97||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Elec &amp;amp; Magnet||5||2971||616||97||7||1107||28||23||120||59||5||2141||3587&lt;br /&gt;
|-&lt;br /&gt;
| 4||2143||622||70||13||755||40||31||101||59||9||1687||2765&lt;br /&gt;
|-&lt;br /&gt;
| 3||987||332||28||3||351||32||29||37||22||6||811||1319&lt;br /&gt;
|-&lt;br /&gt;
| 2||1339||503||61||5||425||47||34||56||48||8||1158||1842&lt;br /&gt;
|-&lt;br /&gt;
| 1||918||357||39||3||306||40||40||47||64||5||731||1275&lt;br /&gt;
|-&lt;br /&gt;
| Total||8358||2430||295||31||2944||187||157||361||252||33||6528||10788&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.59||3.26||3.42||3.52||3.66||2.83||2.76||3.53||3.00||3.03||3.51||3.51&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Mechanics||5||5252||1252||166||16||1894||45||52||207||107||18||3999||6504&lt;br /&gt;
|-&lt;br /&gt;
| 4||4847||1634||188||12||1490||74||76||218||138||26||4259||6481&lt;br /&gt;
|-&lt;br /&gt;
| 3||3789||1381||137||26||1034||106||102||157||134||19||3455||5170&lt;br /&gt;
|-&lt;br /&gt;
| 2||2478||1163||93||24||703||119||97||108||144||23||2330||3641&lt;br /&gt;
|-&lt;br /&gt;
| 1||2328||1430||109||20||771||270||230||136||226||25||1971||3758&lt;br /&gt;
|-&lt;br /&gt;
| Total||18694||6860||693||98||5892||614||557||826||749||111||16014||25554&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.44||3.02||3.30||2.80||3.51||2.19||2.32||3.31||2.67||2.90||3.37||3.33&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Psychology||5||7439||13750||589||59||3260||384||233||783||575||101||15205||21189&lt;br /&gt;
|-&lt;br /&gt;
| 4||10963||18770||844||125||3776||1064||545||1127||1110||184||20958||29733&lt;br /&gt;
|-&lt;br /&gt;
| 3||8488||14926||656||117||2645||1212||597||847||1008||183||16149||23414&lt;br /&gt;
|-&lt;br /&gt;
| 2||5378||10244||466||77||1664||1196||548||568||839||138||10126||15622&lt;br /&gt;
|-&lt;br /&gt;
| 1||7682||15958||818||124||2521||3665||1469||945||2098||283||11717||23640&lt;br /&gt;
|-&lt;br /&gt;
| Total||39950||73648||3373||502||13866||7521||3392||4270||5630||889||74155||113598&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.13||3.06||2.98||2.84||3.26||2.11||2.27||3.06||2.51||2.64||3.24||3.08&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Language||5||6585||13170||529||6||809||91||7237||416||6845||356||3466||19755&lt;br /&gt;
|-&lt;br /&gt;
| 4||8649||16516||790||22||1334||228||8890||543||6575||461||6322||25165&lt;br /&gt;
|-&lt;br /&gt;
| 3||6886||12473||598||32||1211||314||6239||468||4108||331||6058||19359&lt;br /&gt;
|-&lt;br /&gt;
| 2||6435||11365||580||43||1327||458||4785||483||3121||303||6700||17800&lt;br /&gt;
|-&lt;br /&gt;
| 1||7121||10879||642||56||1388||1210||3488||549||2397||274||7996||18000&lt;br /&gt;
|-&lt;br /&gt;
| Total||35676||64403||3139||159||6069||2301||30639||2459||23046||1725||30542||100079&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.03||3.15||2.99||2.24||2.81||1.93||3.38||2.92||3.54||3.19||2.69||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Literature||5||452||1057||47||1||78||9||413||40||536||17||368||1509&lt;br /&gt;
|-&lt;br /&gt;
| 4||946||2324||104||1||148||24||1283||65||1024||41||580||3270&lt;br /&gt;
|-&lt;br /&gt;
| 3||1309||2812||95||1||111||30||1929||69||1355||48||483||4121&lt;br /&gt;
|-&lt;br /&gt;
| 2||742||1520||57||2||48||17||1114||28||751||32||213||2262&lt;br /&gt;
|-&lt;br /&gt;
| 1||1415||2173||149||3||49||56||1676||53||1177||84||341||3588&lt;br /&gt;
|-&lt;br /&gt;
| Total||4864||9886||452||8||434||136||6415||255||4843||222||1985||14750&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.65||2.86||2.65||2.38||3.36||2.36||2.63||3.04||2.79||2.44||3.21||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Statistics||5||7099||4232||264||16||2675||92||98||342||152||31||7661||11331&lt;br /&gt;
|-&lt;br /&gt;
| 4||11470||9124||505||65||3697||335||265||583||445||67||14632||20594&lt;br /&gt;
|-&lt;br /&gt;
| 3||11984||12499||606||95||3668||645||520||751||697||97||17404||24483&lt;br /&gt;
|-&lt;br /&gt;
| 2||7526||9005||501||74||2228||748||543||529||640||100||11168||16531&lt;br /&gt;
|-&lt;br /&gt;
| 1||9864||13479||741||123||3142||2776||1516||833||1518||239||12455||23343&lt;br /&gt;
|-&lt;br /&gt;
| Total||47943||48339||2617||373||15410||4596||2942||3038||3452||534||63320||96282&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.97||2.62||2.64||2.40||3.03||1.74||1.94||2.69||2.15||2.16||2.90||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 2-D Design||5||471||959||41||8||172||41||30||57||66||11||1004||1430&lt;br /&gt;
|-&lt;br /&gt;
| 4||755||2012||110||10||275||95||82||104||149||16||1926||2767&lt;br /&gt;
|-&lt;br /&gt;
| 3||1267||3258||156||28||390||198||177||164||236||38||3138||4525&lt;br /&gt;
|-&lt;br /&gt;
| 2||1037||2526||146||32||271||215||164||154||208||37||2336||3563&lt;br /&gt;
|-&lt;br /&gt;
| 1||261||440||23||4||36||84||63||28||64||16||383||701&lt;br /&gt;
|-&lt;br /&gt;
| Total||3791||9195||476||82||1144||633||516||507||723||118||8787||12986&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.06||3.00||2.83||3.24||2.67||2.71||3.02||2.92||2.74||3.09||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 3-D Design||5||93||123||6||||14||7||9||3||10||2||165||216&lt;br /&gt;
|-&lt;br /&gt;
| 4||124||191||13||2||27||18||17||11||24||1||202||315&lt;br /&gt;
|-&lt;br /&gt;
| 3||304||615||37||7||69||34||44||50||58||3||617||919&lt;br /&gt;
|-&lt;br /&gt;
| 2||223||437||25||6||51||41||41||33||42||6||415||660&lt;br /&gt;
|-&lt;br /&gt;
| 1||68||103||1||1||18||22||14||10||15||||90||171&lt;br /&gt;
|-&lt;br /&gt;
| Total||812||1469||82||16||179||122||125||107||149||12||1489||2281&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.94||2.86||2.98||2.63||2.82||2.57||2.73||2.66||2.81||2.92||2.96||2.89&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art Drawing||5||424||1184||57||4||312||55||38||57||80||10||995||1608&lt;br /&gt;
|-&lt;br /&gt;
| 4||614||1762||73||10||350||87||94||84||128||21||1529||2376&lt;br /&gt;
|-&lt;br /&gt;
| 3||1407||3490||162||22||589||214||220||210||287||37||3156||4897&lt;br /&gt;
|-&lt;br /&gt;
| 2||1049||2362||144||23||315||257||234||150||201||31||2056||3411&lt;br /&gt;
|-&lt;br /&gt;
| 1||348||436||36||7||52||157||72||32||69||12||347||784&lt;br /&gt;
|-&lt;br /&gt;
| Total||3842||9234||472||66||1618||770||658||533||765||111||8083||13076&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.93||3.10||2.94||2.71||3.34||2.51||2.68||2.97||2.93||2.87||3.10||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|US History||5||19202||17597||1057||80||6010||611||524||1529||871||134||25983||36799&lt;br /&gt;
|-&lt;br /&gt;
| 4||32938||32925||1773||243||8289||1704||1493||2647||1752||315||47647||65863&lt;br /&gt;
|-&lt;br /&gt;
| 3||34953||38735||1968||339||7943||2938||2524||2697||2539||393||52347||73688&lt;br /&gt;
|-&lt;br /&gt;
| 2||37502||49139||2430||545||8607||5536||5110||3099||4078||650||56586||86641&lt;br /&gt;
|-&lt;br /&gt;
| 1||25869||42321||2118||540||6089||10268||8330||2446||6283||844||31272||68190&lt;br /&gt;
|-&lt;br /&gt;
| Total||150464||180717||9346||1747||36938||21057||17981||12418||15523||2336||213835||331181&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.64||2.70||2.30||2.99||1.90||1.93||2.82||2.15||2.25||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|World History||5||6296||4926||260||31||1921||244||168||526||299||51||7722||11222&lt;br /&gt;
|-&lt;br /&gt;
| 4||8766||8188||402||70||2570||591||451||726||577||84||11483||16954&lt;br /&gt;
|-&lt;br /&gt;
| 3||12593||13777||696||130||3841||1357||1067||1079||1301||215||16684||26370&lt;br /&gt;
|-&lt;br /&gt;
| 2||10102||14503||690||131||3166||1990||1754||1058||1714||249||13853||24605&lt;br /&gt;
|-&lt;br /&gt;
| 1||7472||14396||743||128||1951||3754||2939||807||2727||344||8475||21868&lt;br /&gt;
|-&lt;br /&gt;
| Total||45229||55790||2791||490||13449||7936||6379||4196||6618||943||58217||101019&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.55||2.55||2.48||2.95||1.94||1.93||2.79||2.09||2.20||2.93||2.71&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;6&amp;quot;|Number of Students at Each Grade Level||9/10||101538||124905||5760||935||30886||14085||17858||9133||15675||1879||130232||226443&lt;br /&gt;
|-&lt;br /&gt;
| 11||232003||309833||12672||2918||60620||34079||36140||19844||32393||4088||339082||541836&lt;br /&gt;
|-&lt;br /&gt;
| 12||263655||340942||13422||2986||66847||40389||31527||19353||32595||4974||392504||604597&lt;br /&gt;
|-&lt;br /&gt;
| &amp;lt;9||1198||1941||45||2||61||16||2041||44||762||5||163||3139&lt;br /&gt;
|-&lt;br /&gt;
| Not HS||25269||30885||9347||243||4091||4005||3941||1894||3949||496||28188||56154&lt;br /&gt;
|-&lt;br /&gt;
| Total||623663||808506||41246||7084||162505||92574||91507||50268||85374||11442||890169||1432169&lt;br /&gt;
|}&lt;br /&gt;
&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Genders and Grace Levels) (Log Transformation)===&lt;br /&gt;
&lt;br /&gt;
The table below is a transformation of the 2007 USA AP Exam Score Distribution table above. The style of the table was reformatted and the data was changed by adding 1 to the numbers and then taking a logarithm of result (&amp;lt;math&amp;gt;log_{10}(data+1)&amp;lt;/math&amp;gt;). Also, the missing data present in the previous table have been substituted with zeroes.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| '''Examination_Grade'''||'''Discipline'''||'''Sex'''||'''Not_Stated'''||'''American_Indian'''||'''Asian'''||'''Black'''||'''Mexican_American'''||'''Other'''||'''Other_Hispanic'''||'''Puerto_Rican'''||'''White'''||'''Total'''&lt;br /&gt;
|-&lt;br /&gt;
| 5||Art_History||Male||1.44715803||0||2.12057393||0.77815125||1.30103||1.54406804||1.43136376||0.77815125||2.68484536||2.86391738&lt;br /&gt;
|-&lt;br /&gt;
| 4||Art_History||Male||1.68124124||0.77815125||2.39093511||1.36172784||1.75587486||1.88081359||1.93951925||0.84509804||2.92220628||3.13924922&lt;br /&gt;
|-&lt;br /&gt;
| 3||Art_History||Male||1.86332286||0.95424251||2.42813479||1.60205999||1.90848502||1.96378783||2.07554696||1||2.96894968||3.20817253&lt;br /&gt;
|-&lt;br /&gt;
| 2||Art_History||Male||1.56820172||0.47712125||2.32014629||1.70757018||1.8920946||1.71600334||2.05690485||1.14612804||2.77232171||3.0576661&lt;br /&gt;
|-&lt;br /&gt;
| 1||Art_History||Male||1.86923172||0.69897||2.30535137||1.95904139||2.12385164||1.73239376||2.18469143||1.25527251||2.75966784||3.11293998&lt;br /&gt;
|-&lt;br /&gt;
| 5||Biology||Male||2.57170883||1.41497335||3.54924856||2.21484385||2.29225607||2.76715587||2.48429984||1.73239376||3.92329584||4.13411333&lt;br /&gt;
|-&lt;br /&gt;
| 4||Biology||Male||2.5797836||1.69897||3.42520805||2.49136169||2.44090908||2.7458552||2.5728716||1.76342799||3.92262167||4.11484441&lt;br /&gt;
|-&lt;br /&gt;
| 3||Biology||Male||2.55870857||1.8260748||3.33865567||2.61384182||2.61172331||2.69983773||2.63548375||1.93449845||3.91787296||4.10441882&lt;br /&gt;
|-&lt;br /&gt;
| 2||Biology||Male||2.61172331||1.88649073||3.2929203||2.82151353||2.83186977||2.67209786||2.76492298||2.06445799||3.8668188||4.09025805&lt;br /&gt;
|-&lt;br /&gt;
| 1||Biology||Male||2.46686762||1.73239376||3.03862016||3.01494035||2.8585372||2.48713838||2.78887512||1.91907809||3.4998245||3.86658268&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_AB||Male||2.77887447||1.8260748||3.65176245||2.45024911||2.62324929||2.84385542||2.74741181||1.89762709||4.25968942||4.40426911&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_AB||Male||2.71011737||1.81291336||3.50528567||2.63748973||2.66370093||2.76566855||2.71850169||1.86332286||4.16289284||4.309545&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_AB||Male||2.71432976||1.8920946||3.45438747||2.72672721||2.85308953||2.75739603||2.80821097||1.97312785||4.13174695||4.29079118&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_AB||Male||2.58433122||1.90848502||3.35372394||2.74818803||2.86332286||2.68124124||2.77670118||1.88649073||4.01389006||4.18991121&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_AB||Male||2.84941941||2.17026172||3.50365452||3.29380436||3.30578115||2.83058867||3.14860265||2.30319606||4.14363924||4.38437134&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_BC||Male||2.63144377||1.60205999||3.69019608||2.17318627||2.32633586||2.75511227||2.52113808||1.76342799||4.03454825||4.24323654&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_BC||Male||2.18469143||1.30103||3.18723862||2.06069784||2.06069784||2.38560627||2.26245109||1.39794001||3.61023418||3.81029974&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_BC||Male||2.22530928||1.23044892||3.18695634||2.18469143||2.30535137||2.35024802||2.29885308||1.32221929||3.59516541||3.80962704&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_BC||Male||1.75587486||1.11394335||2.67851838||1.81291336||1.93951925||1.80617997||1.8260748||1||3.10037055||3.32056168&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_BC||Male||2.06818586||1.20411998||3.00603795||2.30963017||2.35410844||2.19589965||2.30749604||1.32221929||3.38614211||3.64177147&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chemistry||Male||2.34830486||1.20411998||3.42028588||1.98677173||1.85125835||2.52504481||2.13672057||1.32221929||3.74562122||3.95861166&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chemistry||Male||2.43933269||1.41497335||3.35063561||2.22010809||2.15836249||2.51982799||2.29446623||1.54406804||3.79330135||3.98322021&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chemistry||Male||2.45484486||1.73239376||3.34183006||2.42813479||2.39967372||2.62117628||2.47275645||1.72427587||3.89036512||4.06385855&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chemistry||Male||2.34242268||1.65321251||3.16465022||2.42975228||2.40483372||2.4440448||2.42813479||1.71600334||3.76110054||3.93490226&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chemistry||Male||2.49554434||1.83884909||3.20139712||2.95808585||2.89652622||2.60852603||2.78746047||1.91381385||3.76260355||4.02325246&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chinese_Lang._&amp;amp;_Cultures||Male||1.66275783||0||2.89762709||0||0||0.95424251||0||0||1.11394335||2.93196611&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chinese_Lang._&amp;amp;_Cultures||Male||0.69897||0||2.11058971||0||0||0.60205999||0||0||1.04139269||2.16435286&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chinese_Lang._&amp;amp;_Cultures||Male||0.69897||0||1.66275783||0||0||0.47712125||0||0||1.11394335||1.81954394&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chinese_Lang._&amp;amp;_Cultures||Male||0.30103||0||0.90308999||0||0||0.47712125||0||0||0.60205999||1.17609126&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chinese_Lang._&amp;amp;_Cultures||Male||0||0||0.95424251||0||0||0.30103||0||0||0.90308999||1.25527251&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_A||Male||1.65321251||0.69897||2.74973632||1.36172784||1.36172784||1.94939001||1.65321251||1.11394335||3.20139712||3.37785242&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_A||Male||1.87506126||0.84509804||2.77451697||1.68124124||1.74036269||2.0374265||1.88649073||1.14612804||3.26458173||3.44886085&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_A||Male||1.62324929||1.11394335||2.55870857||1.53147892||1.62324929||1.79934055||1.69019608||1||3.04921802||3.23729234&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_A||Male||1.36172784||0.77815125||2.32428246||1.50514998||1.44715803||1.66275783||1.62324929||1||2.86332286||3.04921802&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_A||Male||2.01703334||1.30103||2.87448182||2.48429984||2.25527251||2.20682588||2.35218252||1.462398||3.31365635||3.58251788&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_AB||Male||1.47712125||0.47712125||2.57054294||1.14612804||1.07918125||1.72427587||1.17609126||0.84509804||2.97127585||3.15654915&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_AB||Male||1||0.47712125||2.30103||0.95424251||1.17609126||1.43136376||1.04139269||0.60205999||2.74896286||2.92012333&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_AB||Male||1.462398||0.30103||2.30103||1.07918125||1||1.5797836||1.2787536||0.47712125||2.68394713||2.89652622&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_AB||Male||1.17609126||0.47712125||2.0374265||1||0.47712125||1.17609126||1.07918125||0.30103||2.38201704||2.60422605&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_AB||Male||1.41497335||0.77815125||2.25285303||1.41497335||1.44715803||1.53147892||1.462398||0.60205999||2.69635639||2.91434316&lt;br /&gt;
|-&lt;br /&gt;
| 5||Economics_Macro||Male||2.12057393||1.04139269||3.0374265||1.66275783||1.89762709||2.26481782||2.1430148||1.11394335||3.52530401||3.70225816&lt;br /&gt;
|-&lt;br /&gt;
| 4||Economics_Macro||Male||2.36548798||1.462398||3.19284612||2.14921911||2.24054925||2.46686762||2.50105926||1.51851394||3.74849813||3.92293296&lt;br /&gt;
|-&lt;br /&gt;
| 3||Economics_Macro||Male||2.13353891||1.32221929||2.92941893||2.161368||2.32633586||2.2764618||2.39269695||1.2787536||3.53453376||3.71891669&lt;br /&gt;
|-&lt;br /&gt;
| 2||Economics_Macro||Male||2.21748394||1.2787536||2.920645||2.28103337||2.4345689||2.2787536||2.42160393||1.54406804||3.50324577||3.71155417&lt;br /&gt;
|-&lt;br /&gt;
| 1||Economics_Macro||Male||2.38021124||1.63346846||2.97358962||2.79448805||2.87794695||2.40483372||2.84571802||1.92941893||3.5537617||3.85811593&lt;br /&gt;
|-&lt;br /&gt;
| 5||Economics_Micro||Male||2.0374265||1||2.91487182||1.47712125||1.60205999||2.17026172||1.79239169||0.90308999||3.39392601||3.56796691&lt;br /&gt;
|-&lt;br /&gt;
| 4||Economics_Micro||Male||2.20951501||1.23044892||3.03582983||1.97312785||2.04532298||2.33041377||2.23299611||1.32221929||3.593729||3.76282855&lt;br /&gt;
|-&lt;br /&gt;
| 3||Economics_Micro||Male||2.10380372||1.07918125||2.80550086||2.04532298||2.04921802||2.14921911||2.21748394||1.39794001||3.4295908||3.60346916&lt;br /&gt;
|-&lt;br /&gt;
| 2||Economics_Micro||Male||1.92427929||1||2.60530505||2.06445799||2.04921802||1.96848295||2.00860017||1.20411998||3.23729234||3.42406453&lt;br /&gt;
|-&lt;br /&gt;
| 1||Economics_Micro||Male||2.08278537||0.95424251||2.64147411||2.5563025||2.45636603||2.10037055||2.45331834||1.78532984||3.22634209||3.52646851&lt;br /&gt;
|-&lt;br /&gt;
| 5||English_Lang._&amp;amp;_Composition||Male||2.48429984||1.41497335||3.19368103||2.16731733||2.12057393||2.61384182||2.36921586||1.5563025||3.86445175||4.00706466&lt;br /&gt;
|-&lt;br /&gt;
| 4||English_Lang._&amp;amp;_Composition||Male||2.75511227||1.92941893||3.40823997||2.63144377||2.68752896||2.86981821||2.77158748||1.89762709||4.15103258||4.29426777&lt;br /&gt;
|-&lt;br /&gt;
| 3||English_Lang._&amp;amp;_Composition||Male||2.94890176||2.22010809||3.57875378||3.07736791||3.14144977||3.06707086||3.11660774||2.33645973||4.33998777||4.50497351&lt;br /&gt;
|-&lt;br /&gt;
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| 3||Environmental_Science||Male||2.12385164||1.2787536||2.70757018||2.17609126||2.06818586||2.2380461||2.2787536||1.36172784||3.47099817||3.62991904&lt;br /&gt;
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| 2||Environmental_Science||Male||2.15228834||1.2787536||2.62324929||2.24054925||2.13672057||2.15533604||2.32428246||1.41497335||3.38363587||3.56620172&lt;br /&gt;
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| 1||Environmental_Science||Male||2.34439227||1.5563025||2.78103694||2.8162413||2.56110138||2.33243846||2.69548168||1.77815125||3.45055701||3.73759017&lt;br /&gt;
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| 1||European_History||Male||2.47712125||1.69019608||2.97680834||2.78461729||2.77524626||2.50105926||2.72754126||1.96378783||3.7243578||3.94141204&lt;br /&gt;
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| 2||French:_Language||Male||1.74036269||0.90308999||2.18752072||1.78532984||1.75587486||1.66275783||1.72427587||0.30103||2.86569606||3.06520613&lt;br /&gt;
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| 1||French:_Language||Male||1.69019608||0.77815125||2.20139712||1.95424251||1.97312785||1.70757018||2||0.95424251||2.86746749||3.10957855&lt;br /&gt;
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| 2||French:_Literature||Male||0.90308999||0||1.14612804||1||0.77815125||0.69897||0.60205999||0||1.77815125||2.00860017&lt;br /&gt;
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| 2||German:_Language||Male||1.17609126||0.47712125||1.54406804||0.84509804||0.69897||1.23044892||1.07918125||0.69897||2.64345268||2.72509452&lt;br /&gt;
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| 1||German:_Language||Male||1.07918125||0.84509804||1.49136169||1.11394335||1.17609126||1.14612804||1.20411998||0.60205999||2.49415459||2.61909333&lt;br /&gt;
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| 2||Government_Politics_Comp.||Male||1.69019608||0.77815125||2.2121876||1.78532984||1.56820172||1.77815125||1.74818803||1||3.02036128||3.1708482&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 3||Japanese_Lang._&amp;amp;_Culture||Male||0.90308999||0||1.8260748||0.69897||0.47712125||0.69897||0.30103||0||1.68124124||2.12057393&lt;br /&gt;
|-&lt;br /&gt;
| 2||Japanese_Lang._&amp;amp;_Culture||Male||0.47712125||0||1.49136169||0.60205999||0||0.84509804||0.30103||0||1.43136376||1.83884909&lt;br /&gt;
|-&lt;br /&gt;
| 1||Japanese_Lang._&amp;amp;_Culture||Male||1||0||1.68124124||0.84509804||0.77815125||1.07918125||0.90308999||0||1.88649073||2.21484385&lt;br /&gt;
|-&lt;br /&gt;
| 5||Latin:_Literature||Male||1.04139269||0||1.68124124||0.30103||0.30103||1||0.60205999||0.30103||2.22530928||2.38021124&lt;br /&gt;
|-&lt;br /&gt;
| 4||Latin:_Literature||Male||1||0||1.53147892||0.84509804||0.47712125||1.14612804||0.30103||0||2.25527251||2.38738983&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Literature||Male||1.17609126||0||1.72427587||1.14612804||0.95424251||1.2787536||0.60205999||0||2.53529412||2.65417654&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Literature||Male||1||0||1.44715803||0.95424251||0.60205999||1.07918125||0.60205999||0||2.33445375||2.44247977&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Literature||Male||1.30103||0.69897||1.76342799||1.30103||0.95424251||1.30103||1.17609126||0.60205999||2.61384182||2.74350976&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
| 4||Latin:_Vergil||Male||1.2787536||0.60205999||1.65321251||0.84509804||0.84509804||1.38021124||0.90308999||0.47712125||2.60638137||2.71011737&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Vergil||Male||1.11394335||0.47712125||1.8573325||1.20411998||0.60205999||1.34242268||1||0.30103||2.71011737||2.81090428&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Vergil||Male||1.25527251||0.30103||1.60205999||0.95424251||0.90308999||1.17609126||1.11394335||0.30103||2.57634135||2.67760695&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Vergil||Male||1.34242268||0.69897||1.462398||1.17609126||1.17609126||1.17609126||0.95424251||0.30103||2.5390761||2.65321251&lt;br /&gt;
|-&lt;br /&gt;
| 5||Music_Theory||Male||1.73239376||0.77815125||2.2380461||1.34242268||1.17609126||1.54406804||1.43136376||0.90308999||3.01199311||3.13353891&lt;br /&gt;
|-&lt;br /&gt;
| 4||Music_Theory||Male||1.5797836||0.95424251||2.13353891||1.56820172||1.462398||1.61278386||1.41497335||1.04139269||2.98181861||3.10653085&lt;br /&gt;
|-&lt;br /&gt;
| 3||Music_Theory||Male||1.70757018||1.11394335||2.26007139||1.80617997||1.69897||1.77815125||1.84509804||1.34242268||3.13893394||3.2743888&lt;br /&gt;
|-&lt;br /&gt;
| 2||Music_Theory||Male||1.90308999||0.90308999||2.19865709||2.04139269||1.86923172||1.72427587||1.95904139||1.41497335||3.11226977||3.2757719&lt;br /&gt;
|-&lt;br /&gt;
| 1||Music_Theory||Male||1.62324929||1.07918125||1.88649073||2.09691001||1.71600334||1.61278386||1.97312785||1.20411998||2.74896286||3.00518051&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_B||Male||2.20139712||1.30103||3.15715444||1.66275783||1.75587486||2.35218252||2.04532298||1.36172784||3.61002102||3.78838052&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_B||Male||2.24797327||1.32221929||3.03862016||1.96378783||2.01703334||2.26481782||2.19865709||1.47712125||3.64630568||3.79795964&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_B||Male||2.42160393||1.462398||3.20167018||2.29885308||2.39967372||2.52374647||2.43616265||1.50514998||3.81829189||3.97982143&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_B||Male||2.19865709||1.53147892||3.00475116||2.34044411||2.40654018||2.27415785||2.41161971||1.59106461||3.59461351||3.78433195&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_B||Male||2.27184161||1.53147892||2.98677173||2.71349054||2.78461729||2.34635297||2.64246452||1.73239376||3.49485002||3.78880449&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.89762709||0.84509804||2.9380191||1.38021124||1.32221929||2.03342376||1.71600334||0.60205999||3.25959388||3.47304881&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.76342799||1||2.74896286||1.49136169||1.462398||1.83250891||1.67209786||0.95424251||3.12678058||3.33122478&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.30103||0.47712125||2.40140054||1.47712125||1.41497335||1.41497335||1.25527251||0.69897||2.78958071||2.99475694&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.66275783||0.69897||2.47421626||1.54406804||1.44715803||1.65321251||1.5563025||0.90308999||2.92788341||3.1271048&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.51851394||0||2.32633586||1.47712125||1.462398||1.56820172||1.71600334||0.69897||2.72263392||2.96331551&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Mechanics||Male||2.11058971||1.20411998||3.16106839||1.56820172||1.68124124||2.23299611||1.94939001||1.23044892||3.51917146||3.7204074&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Mechanics||Male||2.15228834||1.04139269||3.0187005||1.73239376||1.79239169||2.1903317||2.04921802||1.30103||3.5126844||3.68556261&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Mechanics||Male||1.99122608||1.2787536||2.8350561||1.89762709||1.89762709||2.06818586||2.0211893||1.23044892||3.41497335||3.57863921&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Mechanics||Male||1.81291336||1.11394335||2.66181269||1.91381385||1.79239169||1.81954394||1.99563519||1.2787536||3.21005085||3.39427653&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Mechanics||Male||1.8573325||1||2.65705585||2.1430148||2.14921911||1.95904139||2.13987909||1.32221929||3.10414555||3.36716949&lt;br /&gt;
|-&lt;br /&gt;
| 5||Psychology||Male||2.37657696||1.43136376||3.09025805||2.07188201||1.99122608||2.44870632||2.32014629||1.47712125||3.71733758||3.87157294&lt;br /&gt;
|-&lt;br /&gt;
| 4||Psychology||Male||2.51587384||1.5563025||3.18184359||2.5132176||2.30103||2.6009729||2.61489722||1.83250891||3.88553083||4.03996903&lt;br /&gt;
|-&lt;br /&gt;
| 3||Psychology||Male||2.43136376||1.66275783||3.0322157||2.56110138||2.34830486||2.47129171||2.5378191||1.77085201||3.76469906||3.92885653&lt;br /&gt;
|-&lt;br /&gt;
| 2||Psychology||Male||2.22271647||1.53147892||2.8350561||2.55870857||2.25767857||2.33243846||2.42651126||1.72427587||3.53453376||3.73070154&lt;br /&gt;
|-&lt;br /&gt;
| 1||Psychology||Male||2.50242712||1.65321251||3.00603795||3.00475116||2.64048144||2.48429984||2.79726754||1.91381385||3.58568628||3.88553083&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Language||Male||2.26717173||0.60205999||2.45484486||1.43136376||3.38327665||2.14612804||3.34222523||2.06069784||3.08707121||3.81862173&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Language||Male||2.43136376||0.90308999||2.6580114||1.84509804||3.49679132||2.24551267||3.34222523||2.161368||3.34163234||3.93701611&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Language||Male||2.30749604||1.11394335||2.64933486||1.90848502||3.37199091||2.1931246||3.15442397||2.07554696||3.32118403||3.83803008&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Language||Male||2.33243846||1.25527251||2.68574174||2.04532298||3.28103337||2.1430148||3.06370856||2.06445799||3.36021461||3.80861604&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Language||Male||2.44870632||1.38021124||2.7176705||2.51188336||3.2250507||2.28103337||2.99387691||2.02938378||3.47928732||3.85260197&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Literature||Male||1.36172784||0||1.36172784||0.60205999||2.11058971||1.11394335||2.161368||0.60205999||2.07554696||2.6560982&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Literature||Male||1.41497335||0.30103||1.75587486||0.77815125||2.57518784||1.34242268||2.45024911||1.07918125||2.23552845||2.97634998&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Literature||Male||1.32221929||0.30103||1.65321251||0.95424251||2.79795964||1.43136376||2.62221402||1.17609126||2.18184359||3.1172713&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Literature||Male||1.25527251||0||1.30103||0.77815125||2.57170883||0.95424251||2.34242268||1.07918125||1.96378783||2.87098881&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Literature||Male||1.81291336||0.30103||1.34242268||1.32221929||2.83947805||1.34242268||2.62736586||1.34242268||2.1903317||3.15106325&lt;br /&gt;
|-&lt;br /&gt;
| 5||Statistics||Male||2.2121876||1.07918125||3.21510858||1.71600334||1.76342799||2.35602586||2.01703334||1.34242268||3.68385721||3.85125835&lt;br /&gt;
|-&lt;br /&gt;
| 4||Statistics||Male||2.45484486||1.67209786||3.31993844||2.1931246||2.20411998||2.50242712||2.40654018||1.56820172||3.91019737||4.05960128&lt;br /&gt;
|-&lt;br /&gt;
| 3||Statistics||Male||2.49554434||1.69897||3.26834391||2.44870632||2.43616265||2.56584782||2.57403127||1.62324929||3.92613657||4.07863804&lt;br /&gt;
|-&lt;br /&gt;
| 2||Statistics||Male||2.37474835||1.56820172||3.0322157||2.50514998||2.40993312||2.38381537||2.462398||1.70757018||3.70104963||3.87662192&lt;br /&gt;
|-&lt;br /&gt;
| 1||Statistics||Male||2.55022835||1.73239376||3.16790781||3.02325246||2.79726754||2.5575072||2.78031731||2.04532298||3.71891669||3.99409709&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_2-D_Design||Male||1.17609126||0.30103||1.67209786||1.20411998||1.23044892||1.38021124||1.51851394||0.47712125||2.50920252||2.673942&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_2-D_Design||Male||1.5563025||0.90308999||1.90848502||1.60205999||1.53147892||1.43136376||1.62324929||0.90308999||2.68841982||2.8785218&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_2-D_Design||Male||1.71600334||1||1.96848295||1.97772361||1.8260748||1.56820172||1.8573325||1.20411998||2.92116605||3.10311925&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_2-D_Design||Male||1.68124124||1.14612804||1.8920946||1.97772361||1.81291336||1.53147892||1.92427929||1.17609126||2.78746047||3.01619735&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_2-D_Design||Male||1.07918125||0.47712125||1.23044892||1.56820172||1.38021124||1.11394335||1.462398||0.77815125||2.11058971||2.41830129&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_3-D_Design||Male||0.47712125||0||0.47712125||0.47712125||0.47712125||0.47712125||0.90308999||0||1.88649073||1.97312785&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_3-D_Design||Male||0.84509804||0.30103||1||0.77815125||0.95424251||0.30103||1.11394335||0.30103||1.91381385||2.09691001&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_3-D_Design||Male||1.20411998||0||1.25527251||0.95424251||1.38021124||1.20411998||1.30103||0||2.31806333||2.48429984&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_3-D_Design||Male||1.04139269||0.47712125||1.20411998||1.17609126||1.32221929||1.11394335||1.23044892||0.47712125||2.12385164||2.35024802&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_3-D_Design||Male||0.30103||0||1||0.77815125||1||0.90308999||0.95424251||0||1.47712125||1.83884909&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_Drawing||Male||1.25527251||0||1.74818803||1.462398||1.20411998||1.30103||1.50514998||0.84509804||2.40483372||2.62838893&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_Drawing||Male||1.25527251||0.69897||1.95424251||1.56820172||1.67209786||1.25527251||1.69019608||0.69897||2.54900326||2.78887512&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_Drawing||Male||1.74036269||1||2.17609126||2.02938378||1.99563519||1.78532984||1.98677173||1.34242268||2.91115761||3.14860265&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_Drawing||Male||1.70757018||0.95424251||2.0211893||2.06818586||2.02938378||1.60205999||1.90848502||0.95424251||2.73158877||3.0211893&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_Drawing||Male||1.30103||0.84509804||1.462398||1.86923172||1.61278386||1.20411998||1.54406804||0.95424251||2.10037055||2.54282543&lt;br /&gt;
|-&lt;br /&gt;
| 5||US_History||Male||2.75281643||1.72427587||3.47914325||2.4456042||2.45939249||2.89320675||2.65224634||1.83250891||4.1371008||4.28336908&lt;br /&gt;
|-&lt;br /&gt;
| 4||US_History||Male||2.95085146||2.13987909||3.60390183||2.83821922||2.90091307||3.09864373||2.96047078||2.14921911||4.38210714||4.51771041&lt;br /&gt;
|-&lt;br /&gt;
| 3||US_History||Male||2.98497713||2.17026172||3.58263144||3.04766419||3.07664044||3.07261748||3.06929801||2.24054925||4.40114196||4.54349688&lt;br /&gt;
|-&lt;br /&gt;
| 2||US_History||Male||3.03901732||2.35218252||3.58500928||3.30384377||3.35602586||3.10687054||3.25139485||2.43775056||4.39315386||4.57406601&lt;br /&gt;
|-&lt;br /&gt;
| 1||US_History||Male||2.93449845||2.30103||3.39984671||3.550106||3.50704587||2.94939001||3.34004732||2.49831055||4.08461202||4.41279643&lt;br /&gt;
|-&lt;br /&gt;
| 5||World_History||Male||2.15533604||1.34242268||3.02530587||2.0211893||2.0374265||2.46389299||2.2380461||1.51851394||3.64038204||3.79913369&lt;br /&gt;
|-&lt;br /&gt;
| 4||World_History||Male||2.34635297||1.54406804||3.11025292||2.39619935||2.42813479||2.54530712||2.4578819||1.64345268||3.78031731||3.94285101&lt;br /&gt;
|-&lt;br /&gt;
| 3||World_History||Male||2.55022835||1.86332286||3.25671775||2.73078228||2.75050839||2.68033551||2.78103694||2.02530587||3.90730385||4.10016369&lt;br /&gt;
|-&lt;br /&gt;
| 2||World_History||Male||2.48144263||1.68124124||3.1271048||2.89817648||2.90579588||2.5774918||2.87448182||2.04532298||3.74710093||4.00445035&lt;br /&gt;
|-&lt;br /&gt;
| 1||World_History||Male||2.45024911||1.69019608||2.83695674||3.08707121||3.03582983||2.41497335||2.97220284||2.13672057||3.45024911||3.87349498&lt;br /&gt;
|-&lt;br /&gt;
| 5||Art_History||Female||1.77815125||0.95424251||2.34635297||1.38021124||1.43136376||1.94939001||1.59106461||0.60205999||3.00173371||3.16731733&lt;br /&gt;
|-&lt;br /&gt;
| 4||Art_History||Female||2.05690485||1||2.6294096||1.72427587||1.91907809||2.17318627||2.10720997||1.11394335||3.25430633||3.44153804&lt;br /&gt;
|-&lt;br /&gt;
| 3||Art_History||Female||2.07554696||1.25527251||2.64836001||2.01283722||2.12057393||2.18184359||2.36361198||1.462398||3.31555053||3.51706387&lt;br /&gt;
|-&lt;br /&gt;
| 2||Art_History||Female||1.94939001||1.17609126||2.48287358||1.98227123||2.16731733||2.05307844||2.25285303||1.36172784||3.1383027||3.36791474&lt;br /&gt;
|-&lt;br /&gt;
| 1||Art_History||Female||1.95424251||1.2787536||2.47567119||2.2787536||2.33445375||2||2.49136169||1.39794001||3.06557971||3.38093446&lt;br /&gt;
|-&lt;br /&gt;
| 5||Biology||Female||2.5563025||1.43136376||3.54307424||2.372912||2.08990511||2.75358306||2.40993312||1.64345268||3.91492465||4.12447162&lt;br /&gt;
|-&lt;br /&gt;
| 4||Biology||Female||2.59439255||1.71600334||3.46374372||2.69897||2.40140054||2.82477646||2.54900326||1.88081359||4.01148586||4.18932184&lt;br /&gt;
|-&lt;br /&gt;
| 3||Biology||Female||2.67486114||1.87506126||3.44326299||2.86569606||2.62013605||2.83122969||2.7466342||1.99122608||4.0611885||4.23837233&lt;br /&gt;
|-&lt;br /&gt;
| 2||Biology||Female||2.77085201||2.07188201||3.44388855||3.15472821||2.94349452||2.92168648||2.95472479||2.19865709||4.11693965||4.31741559&lt;br /&gt;
|-&lt;br /&gt;
| 1||Biology||Female||2.64933486||2||3.26221371||3.40688067||3.16256441||2.76937733||3.13097669||2.30535137||3.84029433||4.18859104&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_AB||Female||2.55990663||1.2787536||3.54715912||2.36548798||2.29885308||2.70415052||2.53655844||1.5797836||4.05407656||4.21864052&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_AB||Female||2.5865873||1.67209786||3.48855072||2.6242821||2.5301997||2.77597433||2.6294096||1.80617997||4.09916249||4.25326529&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_AB||Female||2.66931688||1.8920946||3.50105926||2.83378437||2.7686381||2.7930916||2.75966784||1.94448267||4.12632626||4.29305302&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_AB||Female||2.56466606||1.80617997||3.39585038||2.93399316||2.85551916||2.72345567||2.80277373||1.98677173||4.02661497||4.2143139&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_AB||Female||2.86510397||2.26951294||3.56690866||3.52750101||3.40432047||2.94841297||3.2801229||2.31386722||4.19200959||4.46338527&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_BC||Female||2.35793485||1.17609126||3.49789674||2||1.93449845||2.54530712||2.12057393||1.38021124||3.72607487||3.97298923&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_BC||Female||2.06818586||0.84509804||3.12678058||2.02530587||1.8260748||2.24054925||1.95904139||1.17609126||3.45697301||3.67870043&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_BC||Female||2.04139269||1||3.14705767||2.1903317||2.12385164||2.20951501||2.14612804||1.36172784||3.51627088||3.73327753&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_BC||Female||1.69019608||0.84509804||2.69019608||1.87506126||1.78532984||1.88081359||1.79934055||0.95424251||3.05037976||3.28891961&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_BC||Female||2.03342376||1.2787536||2.98091194||2.46538285||2.33845649||2.22530928||2.28330123||1.04139269||3.35160307||3.62366271&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chemistry||Female||2.10380372||1.04139269||3.24104815||1.76342799||1.54406804||2.18469143||1.83884909||1.20411998||3.38542751||3.66576855&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chemistry||Female||2.2380461||1.14612804||3.28126069||2.18184359||1.81291336||2.38560627||2.10380372||1.30103||3.62726342||3.84110908&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chemistry||Female||2.41329976||1.51851394||3.33765889||2.48144263||2.26245109||2.60959441||2.40993312||1.66275783||3.79351101||3.99440515&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chemistry||Female||2.31386722||1.51851394||3.19728056||2.62531245||2.39269695||2.50920252||2.46686762||1.69019608||3.75197157||3.94393946&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chemistry||Female||2.53402611||1.88649073||3.28936595||3.19562294||2.96142109||2.73319727||2.92376196||2.09691001||3.86254877||4.13462329&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chinese_Lang._&amp;amp;_Cultures||Female||1.51851394||0||3.02897771||0||0||1.11394335||0||0||0.69897||3.04883009&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chinese_Lang._&amp;amp;_Cultures||Female||0.69897||0||2.13672057||0||0||0.69897||0||0||1.14612804||2.20139712&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chinese_Lang._&amp;amp;_Cultures||Female||0.90308999||0||1.50514998||0||0||0.30103||0||0||0.90308999||1.69019608&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chinese_Lang._&amp;amp;_Cultures||Female||0||0||0.90308999||0||0||0.30103||0||0||0.90308999||1.23044892&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chinese_Lang._&amp;amp;_Cultures||Female||0||0||1.04139269||0||0||0||0||0||1||1.41497335&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_A||Female||0.90308999||0.47712125||2.19589965||0.60205999||0.60205999||1.17609126||0.90308999||0||2.31175386||2.59879051&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_A||Female||0.90308999||0.47712125||2.2764618||1||0.84509804||1.23044892||1.20411998||0.30103||2.39445168||2.6919651&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_A||Female||0.90308999||0||2.09691001||1.14612804||1.04139269||1.07918125||1.14612804||0.60205999||2.29003461||2.57518784&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_A||Female||0.60205999||0.30103||1.93951925||1.04139269||1.23044892||1.17609126||1||0.47712125||2.08278537||2.41830129&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_A||Female||1.62324929||0.60205999||2.46538285||2.2278867||1.8573325||1.75587486||1.94939001||0.84509804||2.62221402||3.05804623&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_AB||Female||0.69897||0||1.86923172||0.47712125||0.30103||1.07918125||0.69897||0||1.92941893||2.25527251&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_AB||Female||0.30103||0||1.69019608||0.47712125||0.60205999||0.77815125||0.69897||0||1.8260748||2.11394335&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_AB||Female||0.30103||0||1.69897||0.47712125||0.47712125||0.84509804||0.60205999||0||1.63346846||2.02530587&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_AB||Female||0.69897||0||1.32221929||0.30103||0.30103||0.47712125||0.60205999||0.30103||1.34242268||1.73239376&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_AB||Female||0.47712125||0.30103||1.67209786||0.69897||0.77815125||0.77815125||0.69897||0.30103||1.76342799||2.10037055&lt;br /&gt;
|-&lt;br /&gt;
| 5||Economics_Macro||Female||1.77085201||0.69897||2.86391738||1.38021124||1.53147892||1.98227123||1.71600334||0.95424251||3.16672606||3.39269695&lt;br /&gt;
|-&lt;br /&gt;
| 4||Economics_Macro||Female||2.15836249||0.95424251||3.05728564||2.14612804||2.1172713||2.30963017||2.2787536||1.20411998||3.51653537||3.72032472&lt;br /&gt;
|-&lt;br /&gt;
| 3||Economics_Macro||Female||2.02938378||1.11394335||2.90091307||2.23044892||2.17609126||2.18752072||2.21484385||1.43136376||3.39550112||3.60841905&lt;br /&gt;
|-&lt;br /&gt;
| 2||Economics_Macro||Female||2.13987909||1.23044892||2.89542255||2.3283796||2.4345689||2.24551267||2.42651126||1.62324929||3.44963265||3.67384998&lt;br /&gt;
|-&lt;br /&gt;
| 1||Economics_Macro||Female||2.42160393||1.62324929||3.03181227||3.0277572||2.99694925||2.52374647||3.04375513||1.97772361||3.62695595||3.96397661&lt;br /&gt;
|-&lt;br /&gt;
| 5||Economics_Micro||Female||1.65321251||0||2.64443859||1.20411998||1.04139269||1.67209786||1.25527251||0.60205999||2.91750551||3.14674801&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 4||English_Lit._&amp;amp;_Composition||Female||3.04414762||2.10720997||3.61857103||3.01786772||2.84633711||3.15956719||2.98542647||2.20682588||4.47357455||4.59609104&lt;br /&gt;
|-&lt;br /&gt;
| 3||English_Lit._&amp;amp;_Composition||Female||3.22530928||2.48287358||3.75457766||3.47813343||3.29600667||3.30835095||3.34596154||2.60959441||4.64510773||4.78866321&lt;br /&gt;
|-&lt;br /&gt;
| 2||English_Lit._&amp;amp;_Composition||Female||3.19089172||2.63748973||3.70646174||3.82203725||3.60487377||3.29972515||3.56655533||2.80002936||4.50780192||4.75001442&lt;br /&gt;
|-&lt;br /&gt;
| 1||English_Lit._&amp;amp;_Composition||Female||2.66181269||2.19865709||3.04960561||3.66511174||3.27600199||2.70757018||3.27760921||2.34830486||3.65839303||4.18822517&lt;br /&gt;
|-&lt;br /&gt;
| 5||Environmental_Science||Female||1.89762709||0.60205999||2.53402611||1.2787536||1.38021124||1.96378783||1.67209786||0.90308999||3.22115332||3.35621713&lt;br /&gt;
|-&lt;br /&gt;
| 4||Environmental_Science||Female||2.24303805||1.34242268||2.83884909||2.10037055||2.01703334||2.38201704||2.24551267||1.462398||3.62777538||3.76335311&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 1||Environmental_Science||Female||2.53275438||1.77815125||2.99607365||3.11327469||2.85125835||2.63447727||3.01114736||2.08990511||3.74350976||4.02168535&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 3||European_History||Female||2.7176705||1.81954394||3.35276119||2.75815462||2.66181269||2.90579588||2.80140371||2.00432137||4.1029137||4.25715038&lt;br /&gt;
|-&lt;br /&gt;
| 2||European_History||Female||2.24054925||1.50514998||2.86391738||2.45024911||2.37474835||2.35602586||2.43616265||1.66275783||3.61129836||3.78390358&lt;br /&gt;
|-&lt;br /&gt;
| 1||European_History||Female||2.63548375||1.83884909||3.15563963||3.06220581||2.98362629||2.78675142||2.92012333||2.13672057||3.87737135||4.11932189&lt;br /&gt;
|-&lt;br /&gt;
| 5||French:_Language||Female||1.77085201||0||2.13033377||1.96378783||1.23044892||2.08278537||1.83884909||0.77815125||2.98181861||3.16166741&lt;br /&gt;
|-&lt;br /&gt;
| 4||French:_Language||Female||1.94939001||0.47712125||2.43933269||2.02938378||1.59106461||2.20139712||1.94939001||0.95424251||3.16435286||3.34674405&lt;br /&gt;
|-&lt;br /&gt;
| 3||French:_Language||Female||2.1271048||0.90308999||2.72263392||2.27415785||2.07554696||2.31175386||2.29885308||0.77815125||3.45621416||3.62716095&lt;br /&gt;
|-&lt;br /&gt;
| 2||French:_Language||Female||2.04139269||0.77815125||2.5390761||2.161368||2.10037055||2.13353891||2.14612804||0.84509804||3.29534715||3.47450764&lt;br /&gt;
|-&lt;br /&gt;
| 1||French:_Language||Female||1.93951925||0.90308999||2.48995848||2.32633586||2.37474835||2.1430148||2.32221929||1.25527251||3.23375736||3.46612587&lt;br /&gt;
|-&lt;br /&gt;
| 5||French:_Literature||Female||1.36172784||0||1.47712125||1||0.47712125||1.36172784||1||0||2.34439227||2.49831055&lt;br /&gt;
|-&lt;br /&gt;
| 4||French:_Literature||Female||1.07918125||0||1.64345268||1.25527251||0.47712125||1.20411998||0.90308999||0||2.35024802||2.50514998&lt;br /&gt;
|-&lt;br /&gt;
| 3||French:_Literature||Female||1.14612804||0||1.59106461||1.34242268||0.60205999||1.32221929||0.95424251||0||2.34242268||2.50920252&lt;br /&gt;
|-&lt;br /&gt;
| 2||French:_Literature||Female||0.90308999||0||1.41497335||0.95424251||0.77815125||1.23044892||1.04139269||0||2.16731733||2.33845649&lt;br /&gt;
|-&lt;br /&gt;
| 1||French:_Literature||Female||0.84509804||0||1.2787536||1.04139269||0.47712125||0.69897||1.07918125||0||2.06069784||2.22271647&lt;br /&gt;
|-&lt;br /&gt;
| 5||German:_Language||Female||1.34242268||0.30103||1.43136376||1.11394335||0||1.32221929||0.84509804||0||2.62838893||2.7084209&lt;br /&gt;
|-&lt;br /&gt;
| 4||German:_Language||Female||1.17609126||0.47712125||1.50514998||1||0.60205999||1.39794001||1.14612804||0.30103||2.63748973||2.72509452&lt;br /&gt;
|-&lt;br /&gt;
| 3||German:_Language||Female||1.07918125||0.30103||1.51851394||1.07918125||0.69897||1.23044892||1.20411998||0.60205999||2.62736586||2.71349054&lt;br /&gt;
|-&lt;br /&gt;
| 2||German:_Language||Female||1.23044892||0.30103||1.462398||0.77815125||1.11394335||1.38021124||0.95424251||0.47712125||2.60745502||2.69897&lt;br /&gt;
|-&lt;br /&gt;
| 1||German:_Language||Female||1||0.30103||1.17609126||1.2787536||1.04139269||1.07918125||1.20411998||0.47712125||2.34044411||2.47567119&lt;br /&gt;
|-&lt;br /&gt;
| 5||Government_Politics_Comp.||Female||1.30103||0||2.06818586||1.07918125||1.04139269||1.43136376||1.41497335||0.69897||2.75891189||2.89486966&lt;br /&gt;
|-&lt;br /&gt;
| 4||Government_Politics_Comp.||Female||1.60205999||0.77815125||2.22010809||1.39794001||1.34242268||1.63346846||1.53147892||0.69897||2.86033801||3.02448567&lt;br /&gt;
|-&lt;br /&gt;
| 3||Government_Politics_Comp.||Female||1.71600334||1.04139269||2.24551267||1.72427587||1.41497335||1.79239169||1.76342799||1.04139269||2.97772361||3.14332713&lt;br /&gt;
|-&lt;br /&gt;
| 2||Government_Politics_Comp.||Female||1.5797836||0.77815125||2.20682588||1.98677173||1.66275783||1.95424251||1.86332286||0.95424251||2.97543181||3.16345955&lt;br /&gt;
|-&lt;br /&gt;
| 1||Government_Politics_Comp.||Female||1.77085201||1.14612804||2.15228834||2.22530928||1.88649073||1.85125835||1.99563519||1.17609126||2.87273883||3.14082218&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 3||Government_Politics_U.S.||Female||2.71850169||1.96378783||3.42439155||2.92220628||2.82085799||2.91907809||2.88479536||2.12057393||4.17664102||4.33264041&lt;br /&gt;
|-&lt;br /&gt;
| 2||Government_Politics_U.S.||Female||2.89431606||2.17609126||3.52840244||3.30621051||3.24303805||3.05880549||3.20493352||2.39093511||4.25219746||4.46154354&lt;br /&gt;
|-&lt;br /&gt;
| 1||Government_Politics_U.S.||Female||2.64836001||2.0211893||3.23603315||3.43775056||3.33845649||2.79934055||3.3174365||2.28330123||3.80651913||4.21716798&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 1||Human_Geography||Female||2.29003461||1.41497335||2.61909333||3.06032003||2.6009729||2.40312052||2.75891189||2.10380372||3.43200669||3.76604086&lt;br /&gt;
|-&lt;br /&gt;
| 5||Italian_Language||Female||0.60205999||0||0.69897||0.30103||0.60205999||0.77815125||1.43136376||0.47712125||1.89762709||2.08990511&lt;br /&gt;
|-&lt;br /&gt;
| 4||Italian_Language||Female||0.77815125||0||0.30103||0.47712125||0.90308999||0.60205999||1.49136169||0.30103||1.89762709||2.10720997&lt;br /&gt;
|-&lt;br /&gt;
| 3||Italian_Language||Female||0.90308999||0||1.23044892||0.47712125||0.95424251||1||1.70757018||0.77815125||2.20951501||2.41329976&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
| 1||Italian_Language||Female||1.23044892||0||1.07918125||0.84509804||0.95424251||1||1.17609126||0.90308999||2.33645973||2.45939249&lt;br /&gt;
|-&lt;br /&gt;
| 5||Japanese_Lang._&amp;amp;_Culture||Female||0.84509804||0||2.26951294||0||0||1.20411998||0||0||1.30103||2.35602586&lt;br /&gt;
|-&lt;br /&gt;
| 4||Japanese_Lang._&amp;amp;_Culture||Female||0.47712125||0||1.65321251||0||0.30103||0.47712125||0.30103||0||1.20411998||1.8260748&lt;br /&gt;
|-&lt;br /&gt;
| 3||Japanese_Lang._&amp;amp;_Culture||Female||0.95424251||0||2.02938378||0.77815125||0.47712125||1||0.60205999||0||1.59106461||2.23552845&lt;br /&gt;
|-&lt;br /&gt;
| 2||Japanese_Lang._&amp;amp;_Culture||Female||0.47712125||0||1.5797836||0.69897||0.30103||0.90308999||0||0||1.462398||1.90308999&lt;br /&gt;
|-&lt;br /&gt;
| 1||Japanese_Lang._&amp;amp;_Culture||Female||0.69897||0||1.84509804||0.60205999||0.47712125||0.90308999||0.77815125||0||1.78532984||2.18184359&lt;br /&gt;
|-&lt;br /&gt;
| 5||Latin:_Literature||Female||0.95424251||0.30103||1.66275783||1||0.47712125||1.14612804||0.69897||0.30103||2.26245109||2.42488164&lt;br /&gt;
|-&lt;br /&gt;
| 4||Latin:_Literature||Female||1||0||1.70757018||1.07918125||0.30103||1.17609126||0.47712125||0.30103||2.33243846||2.48144263&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Literature||Female||1.25527251||0.47712125||1.81954394||1.17609126||0.69897||1.38021124||0.90308999||0.30103||2.56937391||2.70243054&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Literature||Female||1.17609126||0.60205999||1.53147892||1.14612804||0.95424251||1.07918125||0.69897||0||2.39269695||2.52244423&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Literature||Female||1.23044892||0.60205999||1.8920946||1.38021124||1||1.44715803||1.44715803||0.47712125||2.60422605||2.76789762&lt;br /&gt;
|-&lt;br /&gt;
| 5||Latin:_Vergil||Female||1.34242268||0||1.8260748||1||0.47712125||1.34242268||0.90308999||0.30103||2.49136169||2.64048144&lt;br /&gt;
|-&lt;br /&gt;
| 4||Latin:_Vergil||Female||1.2787536||0.30103||1.81954394||1||0||1.30103||0.77815125||0.47712125||2.43933269||2.59549622&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Vergil||Female||1.36172784||0.69897||1.8260748||1.14612804||1||1.462398||1.11394335||0.69897||2.62838893||2.76566855&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Vergil||Female||1||0.69897||1.59106461||1.32221929||1||1.32221929||1.07918125||0.47712125||2.53275438||2.65705585&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Vergil||Female||1.30103||0.69897||1.59106461||1.2787536||1.11394335||1.17609126||1.17609126||0||2.54777471||2.673942&lt;br /&gt;
|-&lt;br /&gt;
| 5||Music_Theory||Female||1.32221929||0||2.2121876||1.07918125||0.90308999||1.38021124||1.11394335||0.30103||2.7355989||2.8920946&lt;br /&gt;
|-&lt;br /&gt;
| 4||Music_Theory||Female||1.5563025||0.47712125||2.21748394||1.23044892||0.90308999||1.39794001||1.20411998||0.47712125||2.83378437||2.97634998&lt;br /&gt;
|-&lt;br /&gt;
| 3||Music_Theory||Female||1.56820172||0.95424251||2.30103||1.60205999||1.2787536||1.66275783||1.76342799||1.07918125||3.02938378||3.17114115&lt;br /&gt;
|-&lt;br /&gt;
| 2||Music_Theory||Female||1.61278386||1.07918125||2.31386722||2.06445799||1.56820172||1.88081359||1.80617997||1.23044892||3.01535976||3.20330492&lt;br /&gt;
|-&lt;br /&gt;
| 1||Music_Theory||Female||1.38021124||0.69897||1.85125835||2.10037055||1.50514998||1.36172784||1.86332286||1.20411998||2.61909333||2.8909796&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_B||Female||1.66275783||0.30103||2.77597433||1||1.14612804||1.81291336||1.44715803||0.84509804||3.03981055||3.2688119&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_B||Female||1.77815125||0.90308999||2.81888541||1.63346846||1.41497335||1.97312785||1.5797836||0.84509804||3.19893187||3.39932753&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_B||Female||2.15836249||1.17609126||3.03140846||2.05307844||2.06069784||2.25042||2.09691001||1.47712125||3.49108141||3.68886457&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_B||Female||2.00432137||1.04139269||2.87273883||2.29446623||2.1172713||2.11058971||2.16731733||1.41497335||3.38327665||3.59073041&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_B||Female||2.1903317||1.62324929||2.92531209||2.79379038||2.70329138||2.32428246||2.64836001||1.56820172||3.38792347||3.72378394&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.30103||0.30103||2.38381537||0.77815125||0.60205999||1.14612804||0.95424251||0.47712125||2.51188336||2.79028516&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.14612804||0.69897||2.29225607||1.04139269||0.60205999||1.54406804||1.14612804||0.30103||2.54406804||2.79448805&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1||0.30103||2.00432137||0.60205999||0.69897||1.11394335||0.77815125||0.47712125||2.29446623||2.52244423&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.23044892||0.30103||2.11058971||1.14612804||0.90308999||1.11394335||1.14612804||0.30103||2.49554434||2.70243054&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Elec._&amp;amp;_Magnet.||Female||0.90308999||0.60205999||1.98227123||1.07918125||1.11394335||1.07918125||1.14612804||0.30103||2.31175386||2.55388303&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Mechanics||Female||1.59106461||0.30103||2.65030752||1||0.77815125||1.5797836||1.30103||0.47712125||2.84260924||3.09795107&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Mechanics||Female||1.68124124||0.47712125||2.65127801||1.34242268||1.20411998||1.81291336||1.44715803||0.90308999||3.00216606||3.21351776&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Mechanics||Female||1.61278386||0.95424251||2.54654266||1.462398||1.39794001||1.62324929||1.49136169||0.60205999||2.93298082||3.14050804&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Mechanics||Female||1.47712125||1.11394335||2.39093511||1.59106461||1.56820172||1.64345268||1.67209786||0.77815125||2.85125835||3.06595298&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Mechanics||Female||1.59106461||1.07918125||2.50379068||2.12385164||1.95904139||1.67209786||1.95424251||0.77815125||2.84633711||3.15563963&lt;br /&gt;
|-&lt;br /&gt;
| 5||Psychology||Female||2.54777471||1.53147892||3.30770992||2.42813479||2.13672057||2.70243054||2.56584782||1.86332286||3.99960896||4.13833428&lt;br /&gt;
|-&lt;br /&gt;
| 4||Psychology||Female||2.71432976||1.95904139||3.35372394||2.86923172||2.54032947||2.86332286||2.84509804||2.07188201||4.12309996||4.27348741&lt;br /&gt;
|-&lt;br /&gt;
| 3||Psychology||Female||2.58883173||1.86332286||3.19589965||2.92941893||2.57518784||2.74272513||2.82282165||2.10037055||4.01426846||4.17397253&lt;br /&gt;
|-&lt;br /&gt;
| 2||Psychology||Female||2.4785665||1.65321251||2.99211149||2.92220628||2.56702637||2.55022835||2.75891189||1.93951925||3.82633401||4.01051196&lt;br /&gt;
|-&lt;br /&gt;
| 1||Psychology||Female||2.70070372||1.90848502||3.17868924||3.42422807||3.01452054||2.80753503||3.16820275||2.30749604||3.89580915||4.20300567&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Language||Female||2.5390761||0.60205999||2.72098574||1.81954394||3.68322721||2.4440448||3.66726612||2.38560627||3.35140975||4.11961875&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Language||Female||2.7176705||1.20411998||2.94497591||2.20411998||3.75989437||2.56702637||3.64127576||2.50242712||3.61573969||4.21793117&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Language||Female||2.59879051||1.32221929||2.88479536||2.37106786||3.5895028||2.49692965||3.42862067||2.33041377||3.59824319||4.09600574&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Language||Female||2.56466606||1.43136376||2.92634245||2.54282543||3.45893986||2.5390761||3.29336255||2.2764618||3.64443859||4.05560765&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Language||Female||2.55990663||1.53147892||2.93851973||2.94792362||3.25791845||2.5563025||3.15014216||2.2278867||3.69749089||4.0366289&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Literature||Female||1.41497335||0.30103||1.75587486||0.84509804||2.45636603||1.462398||2.59439255||1.17609126||2.39967372||3.02448567&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Literature||Female||1.90308999||0||1.96848295||1.30103||2.95856388||1.65321251||2.87157294||1.49136169||2.61278386||3.36642296&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Literature||Female||1.88081359||0||1.83250891||1.36172784||3.11494442||1.64345268||2.97220284||1.54406804||2.52244423||3.44916973&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Literature||Female||1.61278386||0.47712125||1.47712125||1.11394335||2.87098881||1.32221929||2.72672721||1.34242268||2.08990511||3.18212921&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Literature||Female||1.93449845||0.47712125||1.462398||1.56820172||2.99431715||1.51851394||2.87794695||1.80617997||2.27415785||3.33725954&lt;br /&gt;
|-&lt;br /&gt;
| 5||Statistics||Female||2.01283722||0.77815125||3.01535976||1.62324929||1.62324929||2.06818586||1.69897||1.04139269||3.45239985||3.62664827&lt;br /&gt;
|-&lt;br /&gt;
| 4||Statistics||Female||2.34635297||1.30103||3.20682588||2.25767857||2.02938378||2.42651126||2.28330123||1.50514998||3.81304697||3.96023287&lt;br /&gt;
|-&lt;br /&gt;
| 3||Statistics||Female||2.46982202||1.67209786||3.25887663||2.56348109||2.39619935||2.58546073||2.51054501||1.75587486||3.95279244||4.09691001&lt;br /&gt;
|-&lt;br /&gt;
| 2||Statistics||Female||2.42488164||1.59106461||3.06182931||2.63346846||2.45939249||2.46089784||2.54654266||1.70757018||3.78859256||3.95453194&lt;br /&gt;
|-&lt;br /&gt;
| 1||Statistics||Female||2.58883173||1.85125835||3.22323627||3.23628528||2.9498777||2.67577834||2.96236934||2.11394335||3.85865748||4.12968989&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_2-D_Design||Female||1.44715803||0.90308999||2.10380372||1.43136376||1.17609126||1.54406804||1.54406804||1||2.8344207||2.98227123&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_2-D_Design||Female||1.88081359||0.60205999||2.29225607||1.75587486||1.69897||1.89762709||2.0374265||1||3.15836249||3.30384377&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_2-D_Design||Female||2.02530587||1.30103||2.47567119||2.0211893||2.04921802||2.11058971||2.22010809||1.38021124||3.3628593||3.51308436&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_2-D_Design||Female||2||1.30103||2.29003461||2.08635983||2.00432137||2.08635983||2.10037055||1.38021124||3.2367891||3.40260524&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_2-D_Design||Female||1.11394335||0.47712125||1.32221929||1.69019608||1.61278386||1.23044892||1.56820172||1.07918125||2.40823997||2.64443859&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_3-D_Design||Female||0.69897||0||1.11394335||0.77815125||0.90308999||0.30103||0.60205999||0.47712125||1.95424251||2.09342169&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_3-D_Design||Female||0.90308999||0.30103||1.2787536||1.14612804||1||1.04139269||1.11394335||0||2.08635983||2.28330123&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_3-D_Design||Female||1.36172784||0.90308999||1.72427587||1.43136376||1.34242268||1.5563025||1.60205999||0.60205999||2.61384182||2.78958071&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_3-D_Design||Female||1.20411998||0.69897||1.56820172||1.44715803||1.34242268||1.34242268||1.43136376||0.69897||2.45331834||2.64147411&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_3-D_Design||Female||0||0.30103||1||1.25527251||0.77815125||0.60205999||0.90308999||0||1.79239169||2.01703334&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_Drawing||Female||1.61278386||0.69897||2.41161971||1.44715803||1.38021124||1.59106461||1.69897||0.69897||2.87098881||3.07371835&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_Drawing||Female||1.75587486||0.84509804||2.41830129||1.71600334||1.69019608||1.83250891||1.90848502||1.25527251||3.07077646||3.24625231&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_Drawing||Female||2.0374265||1.14612804||2.64443859||2.0374265||2.08990511||2.17897695||2.28330123||1.23044892||3.36977229||3.54294985&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_Drawing||Female||1.97772361||1.20411998||2.32633586||2.15228834||2.11058971||2.04921802||2.08635983||1.38021124||3.18155777||3.37346372&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_Drawing||Female||1.25527251||0.30103||1.39794001||1.92941893||1.51851394||1.25527251||1.5563025||0.69897||2.34830486||2.64048144&lt;br /&gt;
|-&lt;br /&gt;
| 5||US_History||Female||2.69284692||1.462398||3.47683163||2.52374647||2.37657696||2.87448182||2.62736586||1.83250891||4.08895073||4.24546331&lt;br /&gt;
|-&lt;br /&gt;
| 4||US_History||Female||2.94546859||2.02938378||3.63083452||3.00732095||2.84447718||3.14426277||2.924796||2.24551267||4.37188025||4.51753897&lt;br /&gt;
|-&lt;br /&gt;
| 3||US_History||Female||3.00173371||2.28555731||3.61489722||3.26102483||3.12483015||3.18098558||3.1360861||2.34439227||4.43399372||4.58811477&lt;br /&gt;
|-&lt;br /&gt;
| 2||US_History||Female||3.12645611||2.50785587||3.67788058||3.54715912||3.45362407||3.26054837||3.36097188||2.5774918||4.50327303||4.69143515&lt;br /&gt;
|-&lt;br /&gt;
| 1||US_History||Female||3.10037055||2.53402611||3.55388303||3.8274339||3.70910028||3.19256745||3.61246596||2.72509452||4.28155603||4.62656618&lt;br /&gt;
|-&lt;br /&gt;
| 5||World_History||Female||2.07554696||1.04139269||2.9360108||2.14921911||1.78532984||2.37474835||2.10720997||1.30103||3.52569252||3.69258256&lt;br /&gt;
|-&lt;br /&gt;
| 4||World_History||Female||2.26007139||1.56820172||3.10822666||2.53655844||2.26717173||2.57634135||2.46538285||1.62324929||3.73679475||3.91323087&lt;br /&gt;
|-&lt;br /&gt;
| 3||World_History||Female||2.53529412||1.77085201||3.30899103||2.91434316||2.70415052||2.77959649||2.84447718||2.04532298||3.93490226||4.13918618&lt;br /&gt;
|-&lt;br /&gt;
| 2||World_History||Female||2.5899496||1.92941893||3.26197619||3.07954301||2.97818052||2.83378437||2.98542647||2.14612804||3.91745299||4.16148779&lt;br /&gt;
|-&lt;br /&gt;
| 1||World_History||Female||2.66558099||1.90848502||3.10243371||3.40380661||3.26834391||2.73957234||3.25309559||2.32014629||3.75258618||4.158272&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Percentage of Students)===&lt;br /&gt;
The table below contains the numbers of students and their relative proportion (percent).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| colspan=2| || colspan=5| '''Examination Grade''' || colspan=4| '''Summary Statistics''' &lt;br /&gt;
|-&lt;br /&gt;
| '''Disciplines''' ||  '''Sample Size''' || '''5''' || '''4''' || '''3''' || '''2''' || '''1''' || '''Number of Students''' || '''3 or Higher / %''' || '''Mean Grade''' || '''Standard Deviation'''&lt;br /&gt;
|-&lt;br /&gt;
| '''Art History''' || N || 2286 || 4243 || 5006 || 3550 || 3751 || 18836 || 11535 || 2.88 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.13633468 || 22.52601402 || 26.57676789 || 18.84688894 || 19.91399448 ||  || 61.23911659 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Biology''' || N || 27996 || 29338 || 30749 || 33664 || 23049 || 144796 || 88083 || 3.04 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.33478825 || 20.26160944 || 21.23608387 || 23.24926103 || 15.91825741 ||  || 60.83248156 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB''' || N || 44409 || 39682 || 40448 || 32704 || 54450 || 211693 || 124539 || 2.94 || 1.49&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.97802006 || 18.74506951 || 19.10691426 || 15.44878669 || 25.72120949 ||  || 58.83000383 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus BC''' || N || 27949 || 11489 || 12095 || 4090 || 8688 || 64311 || 51533 || 3.71 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.4591283 || 17.86475098 || 18.80704701 || 6.359720732 || 13.50935299 ||  || 80.13092628 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB Subscores''' || N || 32268 || 14168 || 8915 || 4222 || 4738 || 64311 || 55351 || 4.01 || 1.25&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 50.17493119 || 22.0304458 || 13.86232526 || 6.564973333 || 7.367324408 ||  || 86.06770226 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chemistry''' || N || 14820 || 17462 || 22321 || 17928 || 24605 || 97136 || 54603 || 2.79 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.25695931 || 17.97685719 || 22.97912206 || 18.45659694 || 25.3304645 ||  || 56.21293856 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language'''   (Total Group) || N || 2643 || 386 || 146 || 36 || 50 || 3261 || 3175 || 4.7 || 0.74&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 81.04875805 || 11.83685986 || 4.477154247 || 1.103955842 || 1.533272002 ||  || 97.36277216 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language''' (Standard Group)** || N || 177 || 71 || 60 || 24 || 31 || 363 || 308 || 3.93 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 48.76033058 || 19.55922865 || 16.52892562 || 6.611570248 || 8.539944904 ||  || 84.84848485 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' A || N || 2902 || 3434 || 2178 || 1433 || 5102 || 15049 || 8514 || 2.84 || 1.56&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.28367333 || 22.81879195 || 14.47272244 || 9.522227391 || 33.90258489 ||  || 56.57518772 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' AB || N || 1682 || 997 || 926 || 473 || 986 || 5064 || 3605 || 3.38 || 1.5&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.21484992 || 19.68799368 || 18.28593997 || 9.340442338 || 19.47077409 ||  || 71.18878357 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Macro''' || N || 8462 || 14693 || 9881 || 10311 || 16769 || 60116 || 33036 || 2.8 || 1.43&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 14.0761195 || 24.44108058 || 16.43655599 || 17.15183978 || 27.89440415 ||  || 54.95375607 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Micro''' || N || 6080 || 10300 || 7766 || 5459 || 7778 || 37383 || 24146 || 3.04 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.26407725 || 27.55263087 || 20.77414868 || 14.60289436 || 20.80624883 ||  || 64.59085681 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Language''' || N || 25840 || 51720 || 88529 || 85517 || 30624 || 282230 || 166089 || 2.85 || 1.12&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.155653191 || 18.32547922 || 31.36767884 || 30.30046416 || 10.85072459 ||  || 58.84881125 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Literature''' || N || 20829 || 62283 || 99267 || 90050 || 26049 || 298478 || 182379 || 2.87 || 1.06&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.978403768 || 20.86686456 || 33.25772754 || 30.16972775 || 8.727276382 ||  || 61.10299587 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Environmental Science''' || N || 5670 || 12092 || 9383 || 9183 || 16088 || 52416 || 27145 || 2.66 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.81730769 || 23.06929182 || 17.90102259 || 17.51945971 || 30.69291819 ||  || 51.7876221 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''European History''' || N || 10800 || 18314 || 34823 || 10910 || 22195 || 97042 || 63937 || 2.84 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.12920179 || 18.87224089 || 35.8844624 || 11.24255477 || 22.87154016 ||  || 65.88590507 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Total Group)** || N || 2743 || 3655 || 6643 || 4361 || 4307 || 21709 || 13041 || 2.82 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.63531254 || 16.83633516 || 30.60021189 || 20.08844258 || 19.83969782 ||  || 60.0718596 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Standard Group)** || N || 1244 || 2510 || 5331 || 3816 || 3928 || 16829 || 9085 || 2.6 || 1.2&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 7.392001901 || 14.91473052 || 31.67746152 || 22.6751441 || 23.34066195 ||  || 53.98419395 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Literature''' || N || 501 || 487 || 480 || 337 || 263 || 2068 || 1468 || 3.3 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.22630561 || 23.54932302 || 23.21083172 || 16.2959381 || 12.71760155 ||  || 70.98646035 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Total Group)** || N || 1316 || 1160 || 1158 || 1043 || 720 || 5397 || 3634 || 3.24 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.38391699 || 21.49342227 || 21.45636465 || 19.32555123 || 13.34074486 ||  || 67.33370391 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Standard Group)** || N || 342 || 760 || 938 || 885 || 635 || 3560 || 2040 || 2.8 || 1.23&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.606741573 || 21.34831461 || 26.34831461 || 24.85955056 || 17.83707865 ||  || 57.30337079 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics  Comparative''' || N || 2188 || 2635 || 3000 || 3039 || 2496 || 13358 || 7823 || 2.92 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.37969756 || 19.72600689 || 22.45845186 || 22.75041174 || 18.68543195 ||  || 58.56415631 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics United States''' || N || 9705 || 30488 || 43245 || 51620 || 25920 || 160978 || 83438 || 2.67 || 1.13&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.028774118 || 18.93923393 || 26.86391929 || 32.06649356 || 16.1015791 ||  || 51.83192734 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Human Geography''' || N || 3249 || 5183 || 6320 || 4724 || 9529 || 29005 || 14752 || 2.58 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.20151698 || 17.86933287 || 21.78934666 || 16.2868471 || 32.85295639 ||  || 50.86019652 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Total Group) || N || 252 || 209 || 393 || 329 || 459 || 1642 || 854 || 2.67 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.34713764 || 12.72838002 || 23.93422655 || 20.0365408 || 27.95371498 ||  || 52.00974421 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Standard Group)** || N || 85 || 138 || 311 || 292 || 433 || 1259 || 534 || 2.32 || 1.24&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.751389992 || 10.96108022 || 24.70214456 || 23.19301033 || 34.3923749 ||  || 42.41461477 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Total Group)** || N || 724 || 154 || 314 || 152 || 323 || 1667 || 1192 || 3.48 || 1.57&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.43131374 || 9.23815237 || 18.83623275 || 9.118176365 || 19.37612478 ||  || 71.50569886 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Standard Group)** || N || 102 || 66 || 182 || 99 || 218 || 667 || 350 || 2.6 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.29235382 || 9.895052474 || 27.28635682 || 14.84257871 || 32.68365817 ||  || 52.47376312 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Literature''' || N || 508 || 549 || 962 || 612 || 1140 || 3771 || 2019 || 2.65 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 13.47122779 || 14.55847255 || 25.51047468 || 16.22911695 || 30.23070804 ||  || 53.54017502 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Vergil''' || N || 937 || 911 || 1229 || 931 || 921 || 4929 || 3077 || 3 || 1.37&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.00994116 || 18.4824508 || 24.9340637 || 18.88821262 || 18.68533171 ||  || 62.42645567 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' || N || 2210 || 2263 || 3400 || 3517 || 1804 || 13194 || 7873 || 2.97 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.7500379 || 17.15173564 || 25.76928907 || 26.65605578 || 13.67288161 ||  || 59.6710626 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Aural Subscore || N || 2184 || 2296 || 3219 || 3767 || 1728 || 13194 || 7699 || 2.96 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.55297863 || 17.40184933 || 24.39745339 || 28.55085645 || 13.09686221 ||  || 58.35228134 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Nonaural Subscore || N || 2240 || 2305 || 3398 || 3461 || 1790 || 13194 || 7943 || 2.98 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.97741398 || 17.47006215 || 25.75413067 || 26.23162043 || 13.56677278 ||  || 60.20160679 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics B''' || N || 8869 || 9279 || 14931 || 10210 || 11601 || 54890 || 33079 || 2.88 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.15777009 || 16.90471853 || 27.20167608 || 18.60083804 || 21.13499727 ||  || 60.26416469 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C E&amp;amp;M''' || N || 3787 || 2871 || 1354 || 1890 || 1290 || 11192 || 8012 || 3.53 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.83666905 || 25.65225161 || 12.09792709 || 16.88706219 || 11.52609006 ||  || 71.58684775 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C Mechanics''' || N || 6877 || 6669 || 5268 || 3699 || 3801 || 26314 || 18814 || 3.35 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 26.13437714 || 25.34392339 || 20.01976134 || 14.05715589 || 14.44478225 ||  || 71.49806187 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Psychology''' || N || 21833 || 30430 || 23851 || 15902 || 24112 || 116128 || 76114 || 3.09 || 1.41&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 18.80080601 || 26.20384403 || 20.53854368 || 13.69351061 || 20.76329567 ||  || 65.54319372 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Total Group) || N || 20397 || 25383 || 19464 || 17892 || 18063 || 101199 || 65244 || 3.12 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.1553375 || 25.08226366 || 19.23339163 || 17.6800166 || 17.8489906 ||  || 64.4709928 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Standard Group)** || N || 4299 || 8269 || 8085 || 9230 || 11290 || 41173 || 20653 || 2.64 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.44130862 || 20.0835499 || 19.63665509 || 22.41760377 || 27.42088262 ||  || 50.16151361 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Literature''' || N || 1757 || 3464 || 4207 || 2277 || 3616 || 15321 || 9428 || 2.83 || 1.32&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.46791985 || 22.60949024 || 27.45904314 || 14.86195418 || 23.60159259 ||  || 61.53645323 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Statistics''' || N || 11643 || 21076 || 24922 || 16755 || 23637 || 98033 || 57641 || 2.8 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.87661298 || 21.49888303 || 25.42205176 || 17.09118358 || 24.11126865 ||  || 58.79754776 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art Drawing''' || N || 1681 || 2470 || 5043 || 3546 || 818 || 13558 || 9194 || 3.05 || 1.09&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.39858386 || 18.21802626 || 37.19575159 || 26.15430004 || 6.03333825 ||  || 67.81236171 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 2-D Design''' || N || 1494 || 2861 || 4665 || 3674 || 716 || 13410 || 9020 || 3.06 || 1.07&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.1409396 || 21.33482476 || 34.78747204 || 27.39746458 || 5.339299031 ||  || 67.26323639 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 3-D Design''' || N || 223 || 324 || 935 || 665 || 173 || 2320 || 1482 || 2.9 || 1.05&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.612068966 || 13.96551724 || 40.30172414 || 28.6637931 || 7.456896552 ||  || 63.87931034 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''United States History''' || N || 37110 || 66325 || 74153 || 87268 || 68706 || 333562 || 177588 || 2.75 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.125368 || 19.88385967 || 22.23064977 || 26.16245256 || 20.59767 ||  || 53.23987744 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''World History''' || N || 11461 || 17183 || 26616 || 24773 || 21942 || 101975 || 55260 || 2.72 || 1.28&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;hr&amp;gt;&lt;br /&gt;
* SOCR Home page: http://www.socr.ucla.edu&lt;br /&gt;
&lt;br /&gt;
{{translate|pageName=http://wiki.stat.ucla.edu/socr/index.php?title=SOCR_Data_Dinov_030708_APExamScores}}&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11362</id>
		<title>SOCR Data Dinov 030708 APExamScores</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11362"/>
		<updated>2011-10-31T18:04:45Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* 2007 USA AP Exam Score Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== [[SOCR_Data |SOCR Data]] - 2007 Advanced Placement (AP) Exam Scores by Discipline==&lt;br /&gt;
&lt;br /&gt;
===Data Description===&lt;br /&gt;
* '''Source''': [http://professionals.collegeboard.com/data-reports-research/ap/data-2007 The College Board AP Results for 2007].&lt;br /&gt;
&lt;br /&gt;
* '''Summary''':&lt;br /&gt;
[[Image:SOCR_Data_Dinov_APExams_062408_Fig1.png|150px|thumbnail|right| [http://www.hoover.org/publications/ednext/3260116.html AP Exams] ]]&lt;br /&gt;
&lt;br /&gt;
: The goals of collecting this data on AP exam scores by discipline was to gauge the individual success on an AP Exam in 2007. Most students view a grade of 3 or higher as a successful grade (grade range {1 (worst), 2, 3, 4, 5(best)}. Of interest was to evaluate the performance for each grade level, type of school, or geographic location.&lt;br /&gt;
&lt;br /&gt;
: This table reflects 2,533,431 AP Examinations taken by 1,464,254 students from 16,464 secondary schools.&lt;br /&gt;
&lt;br /&gt;
: Standard students generally receive most of their foreign language training in U.S. schools. They did not indicate on their answer sheet that they regularly speak or hear the foreign language of the examination, or that they have lived for one month or more   in a country where the language is spoken.&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Genders and Grace Levels)===&lt;br /&gt;
The table below contains the raw numbers of students taking different AP exams, their scores and grade levels and genders.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || colspan=&amp;quot;5&amp;quot; |Examination Grade||colspan=&amp;quot;4&amp;quot;|Summary Statistics||colspan=&amp;quot;7&amp;quot;|Grade Level||colspan=&amp;quot;2&amp;quot;|Gender&lt;br /&gt;
|-&lt;br /&gt;
|5||4||3||2||1||Number of Students||3 or Higher%||Mean Grade||Standard Deviation||9th Grade||10th Grade||11th Grade||12th Grade||Not HS||&amp;lt;9th Grade||Other||Male||Female&lt;br /&gt;
|-&lt;br /&gt;
| Biology||27996.00||29338.00||30749.00||33664.00||23049.00||144796.00||88083.00||3.04||1.36||1368.00||13311.00||54119.00||70493.00||85.00||24.00||5396.00||60597.00||84199.00&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB||44409.00||39682.00||40448.00||32704.00||54450.00||211693.00||124539.00||2.94||1.49||190.00||2655.00||38717.00||162361.00||484.00||30.00||7256.00||109095.00||102598.00&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB Subscores||32268.00||14168.00||8915.00||4222.00||4738.00||64311.00||55351.00||4.01||1.25||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Calculus BC||27949.00||11489.00||12095.00||4090.00||8688.00||64311.00||51533.00||3.71||1.42||121.00||1255.00||14142.00||46713.00||134.00||15.00||1931.00||38028.00||26283.00&lt;br /&gt;
|-&lt;br /&gt;
| Chemistry||14820.00||17462.00||22321.00||17928.00||24605.00||97136.00||54603.00||2.79||1.39||50.00||5550.00||50226.00||37751.00||220.00||5.00||3334.00||51743.00||45393.00&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Standard Group)**||177.00||71.00||60.00||24.00||31.00||363.00||308.00||3.93||1.30||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Total Group)**||2643.00||386.00||146.00||36.00||50.00||3261.00||3175.00||4.70||0.74||80.00||367.00||1193.00||1453.00||5.00||7.00||156.00||1482.00||1779.00&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science A||2902.00||3434.00||2178.00||1433.00||5102.00||15049.00||8514.00||2.84||1.56||215.00||2508.00||5539.00||6274.00||13.00||3.00||497.00||12282.00||2767.00&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science AB||1682.00||997.00||926.00||473.00||986.00||5064.00||3605.00||3.38||1.50||43.00||599.00||2024.00||2246.00||13.00||5.00||134.00||4461.00||603.00&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Macro||8462.00||14693.00||9881.00||10311.00||16769.00||60116.00||33036.00||2.80||1.43||109.00||876.00||6684.00||49818.00||245.00||2.00||2382.00||32931.00||27185.00&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Micro||6080.00||10300.00||7766.00||5459.00||7778.00||37383.00||24146.00||3.04||1.38||24.00||1109.00||5589.00||29006.00||228.00||2.00||1425.00||21438.00||15945.00&lt;br /&gt;
|-&lt;br /&gt;
| English Language||25840.00||51720.00||88529.00||85517.00||30624.00||282230.00||166089.00||2.85||1.12||90.00||4346.00||229191.00||37769.00||64.00||3.00||10767.00||104425.00||177805.00&lt;br /&gt;
|-&lt;br /&gt;
| English Literature||20829.00||62283.00||99267.00||90050.00||26049.00||298478.00||182379.00||2.87||1.06||20.00||651.00||23745.00||262341.00||151.00||4.00||11566.00||108109.00||190369.00&lt;br /&gt;
|-&lt;br /&gt;
| Environmental Science||5670.00||12092.00||9383.00||9183.00||16088.00||52416.00||27145.00||2.66||1.40||728.00||2068.00||17448.00||29665.00||45.00||0.00||2462.00||23129.00||29287.00&lt;br /&gt;
|-&lt;br /&gt;
| European History||10800.00||18314.00||34823.00||10910.00||22195.00||97042.00||63937.00||2.84||1.28||419.00||48885.00||15659.00||28580.00||36.00||1.00||3462.00||45075.00||51967.00&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Standard Group)**||1244.00||2510.00||5331.00||3816.00||3928.00||16829.00||9085.00||2.60||1.20||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Total Group)**||2743.00||3655.00||6643.00||4361.00||4307.00||21709.00||13041.00||2.82||1.28||162.00||1119.00||5943.00||13555.00||13.00||84.00||833.00||6535.00||15174.00&lt;br /&gt;
|-&lt;br /&gt;
| French Literature||501.00||487.00||480.00||337.00||263.00||2068.00||1468.00||3.30||1.34||10.00||111.00||489.00||1360.00||2.00||0.00||96.00||594.00||1474.00&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Standard Group)**||342.00||760.00||938.00||885.00||635.00||3560.00||2040.00||2.80||1.23||.||.||.||.||.||.||.||.||&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Total Group)**||1316.00||1160.00||1158.00||1043.00||720.00||5397.00||3634.00||3.24||1.36||80.00||302.00||1273.00||3505.00||12.00||39.00||186.00||2778.00||2619.00&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics Comparative||2188.00||2635.00||3000.00||3039.00||2496.00||13358.00||7823.00||2.92||1.35||8.00||711.00||2285.00||9745.00||15.00||0.00||594.00||6986.00||6372.00&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics United States||9705.00||30488.00||43245.00||51620.00||25920.00||160978.00||83438.00||2.67||1.13||946.00||8258.00||16900.00||128710.00||55.00||6.00||6103.00||75427.00||85551.00&lt;br /&gt;
|-&lt;br /&gt;
| Human Geography||3249.00||5183.00||6320.00||4724.00||9529.00||29005.00||14752.00||2.58||1.39||12546.00||5219.00||3874.00||6229.00||10.00||2.00||1125.00||13182.00||15823.00&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Standard Group)**||85.00||138.00||311.00||292.00||433.00||1259.00||534.00||2.32||1.24||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Total Group)**||252.00||209.00||393.00||329.00||459.00||1642.00||854.00||2.67||1.40||8.00||27.00||263.00||1267.00||6.00||0.00||71.00||582.00||1060.00&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Standard Group)**||102.00||66.00||182.00||99.00||218.00||667.00||350.00||2.60||1.42||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Total Group)**||724.00||154.00||314.00||152.00||323.00||1667.00||1192.00||3.48||1.57||31.00||96.00||456.00||1026.00||3.00||2.00||53.00||773.00||894.00&lt;br /&gt;
|-&lt;br /&gt;
| Latin Literature||508.00||549.00||962.00||612.00||1140.00||3771.00||2019.00||2.65||1.39||11.00||156.00||1564.00||1920.00||3.00||1.00||116.00||1766.00||2005.00&lt;br /&gt;
|-&lt;br /&gt;
| Latin Vergil||937.00||911.00||1229.00||931.00||921.00||4929.00||3077.00||3.00||1.37||36.00||313.00||2112.00||2299.00||1.00||1.00||167.00||2578.00||2351.00&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory||2210.00||2263.00||3400.00||3517.00||1804.00||13194.00||7873.00||2.97||1.29||105.00||1175.00||4239.00||7189.00||12.00||15.00||459.00||7507.00||5687.00&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Aural Subscore||2184.00||2296.00||3219.00||3767.00||1728.00||13194.00||7699.00||2.96||1.28||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Nonaural Subscore||2240.00||2305.00||3398.00||3461.00||1790.00||13194.00||7943.00||2.98||1.29||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Physics B||8869.00||9279.00||14931.00||10210.00||11601.00||54890.00||33079.00||2.88||1.35||103.00||1144.00||19411.00||32138.00||77.00||24.00||1993.00||35711.00||19179.00&lt;br /&gt;
|-&lt;br /&gt;
| Physics C E&amp;amp;M||3787.00||2871.00||1354.00||1890.00||1290.00||11192.00||8012.00||3.53||1.40||5.00||132.00||1275.00||9370.00||83.00||5.00||322.00||8678.00||2514.00&lt;br /&gt;
|-&lt;br /&gt;
| Physics C Mechanics||6877.00||6669.00||5268.00||3699.00||3801.00||26314.00||18814.00||3.35||1.38||8.00||218.00||3498.00||21651.00||99.00||9.00||831.00||19291.00||7023.00&lt;br /&gt;
|-&lt;br /&gt;
| Psychology||21833.00||30430.00||23851.00||15902.00||24112.00||116128.00||76114.00||3.09||1.41||123.00||3329.00||37075.00||70456.00||88.00||5.00||5052.00||40920.00||75208.00&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Standard Group)**||4299.00||8269.00||8085.00||9230.00||11290.00||41173.00||20653.00||2.64||1.34||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Total Group)**||20397.00||25383.00||19464.00||17892.00||18063.00||101199.00||65244.00||3.12||1.39||2677.00||11677.00||35429.00||43772.00||133.00||2864.00||4647.00||36166.00||65033.00&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Literature||1757.00||3464.00||4207.00||2277.00||3616.00||15321.00||9428.00||2.83||1.32||129.00||1114.00||4541.00||8598.00||7.00||0.00||932.00||5100.00||10221.00&lt;br /&gt;
|-&lt;br /&gt;
| Statistics||11643.00||21076.00||24922.00||16755.00||23637.00||98033.00||57641.00||2.80||1.34||117.00||3964.00||18782.00||71348.00||193.00||10.00||3619.00||48854.00||49179.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 2-D Design||1494.00||2861.00||4665.00||3674.00||716.00||13410.00||9020.00||3.06||1.07||16.00||212.00||2314.00||10169.00||22.00||1.00||676.00||3895.00||9515.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 3-D Design||223.00||324.00||935.00||665.00||173.00||2320.00||1482.00||2.90||1.05||5.00||41.00||300.00||1822.00||5.00||0.00||147.00||823.00||1497.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art Drawing||1681.00||2470.00||5043.00||3546.00||818.00||13558.00||9194.00||3.05||1.09||8.00||316.00||2506.00||10012.00||22.00||0.00||694.00||3964.00||9594.00&lt;br /&gt;
|-&lt;br /&gt;
| United States History||37110.00||66325.00||74153.00||87268.00||68706.00||333562.00||177588.00||2.75||1.29||354.00||27033.00||277343.00||17332.00||40.00||10.00||11450.00||151569.00||181993.00&lt;br /&gt;
|-&lt;br /&gt;
| World History||11461.00||17183.00||26616.00||24773.00||21942.00||101975.00||55260.00||2.72||1.28||4685.00||78011.00||10172.00||5561.00||19.00||4.00||3523.00||45716.00||56259.00&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution===&lt;br /&gt;
The table below contains the numbers and scores of US students taking different AP exams.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || rowspan=&amp;quot;2&amp;quot;|Examination Grade||colspan=&amp;quot;2&amp;quot;|Gender||colspan=&amp;quot;9&amp;quot;|Ethnic Group||rowspan=&amp;quot;2&amp;quot;|Total&lt;br /&gt;
|-&lt;br /&gt;
|Male||Female||Not Stated||American Indian||Asian||Black||Mexican American||Other||Other Hispanic||Puerto Rican||White&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Art History||5||730||1469||86||8||352||28||45||122||64||8||1486||2199&lt;br /&gt;
|-&lt;br /&gt;
| 4||1377||2763||160||14||670||74||138||223||213||18||2630||4140&lt;br /&gt;
|-&lt;br /&gt;
| 3||1614||3288||190||25||711||141||211||242||348||37||2997||4902&lt;br /&gt;
|-&lt;br /&gt;
| 2||1141||2332||124||16||511||145||223||163||291||35||1965||3473&lt;br /&gt;
|-&lt;br /&gt;
| 1||1296||2403||162||22||499||279||347||152||461||41||1736||3699&lt;br /&gt;
|-&lt;br /&gt;
| Total||6158||12255||722||85||2743||667||964||902||1377||139||10814||18413&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.85||2.88||2.84||2.65||2.95||2.14||2.29||3.00||2.37||2.40||3.02||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Biology||5||13617||13318||731||51||7032||398||317||1150||560||96||16600||26935&lt;br /&gt;
|-&lt;br /&gt;
| 4||13026||15463||771||100||5569||808||526||1223||726||132||18634||28489&lt;br /&gt;
|-&lt;br /&gt;
| 3||12717||17312||833||140||4954||1143||824||1177||988||182||19788||30029&lt;br /&gt;
|-&lt;br /&gt;
| 2||12309||20768||997||193||4740||2089||1555||1303||1481||272||20447||33077&lt;br /&gt;
|-&lt;br /&gt;
| 1||7354||15437||737||152||2920||3585||2174||893||1965||283||10082||22791&lt;br /&gt;
|-&lt;br /&gt;
| Total||59023||82298||4069||636||25215||8023||5396||5746||5720||965||85551||141321&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.22||2.88||2.94||2.54||3.36||2.05||2.12||3.08||2.38||2.47||3.13||3.03&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus AB||5||25366||16543||962||84||8008||512||617||1202||901||115||29508||41909&lt;br /&gt;
|-&lt;br /&gt;
| 4||20395||17916||897||110||6279||853||798||1178||947||135||27114||38311&lt;br /&gt;
|-&lt;br /&gt;
| 3||19533||19635||983||154||6015||1213||1298||1191||1216||180||26918||39168&lt;br /&gt;
|-&lt;br /&gt;
| 2||15484||16379||749||143||4744||1417||1445||1007||1231||172||20955||31863&lt;br /&gt;
|-&lt;br /&gt;
| 1||24230||29065||1438||332||6876||5334||4557||1563||3312||405||29478||53295&lt;br /&gt;
|-&lt;br /&gt;
| Total||105008||99538||5029||823||31922||9329||8715||6141||7607||1007||133973||204546&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.07||2.76||2.84||2.36||3.12||1.91||2.02||2.91||2.33||2.39||3.05||2.92&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus BC||5||17507||9396||654||53||8045||247||296||918||462||80||16148||26903&lt;br /&gt;
|-&lt;br /&gt;
| 4||6460||4771||268||25||2876||219||180||415||272||38||6938||11231&lt;br /&gt;
|-&lt;br /&gt;
| 3||6450||5410||276||25||2939||306||333||384||337||42||7218||11860&lt;br /&gt;
|-&lt;br /&gt;
| 2||2091||1944||104||18||965||138||146||138||128||17||2381||4035&lt;br /&gt;
|-&lt;br /&gt;
| 1||4382||4203||223||33||1969||494||442||323||393||30||4678||8585&lt;br /&gt;
|-&lt;br /&gt;
| Total||36890||25724||1525||154||16794||1404||1397||2178||1592||207||37363||62614&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.83||3.51||3.67||3.31||3.84||2.71||2.82||3.67||3.18||3.58||3.74||3.70&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chemistry||5||9090||4631||348||25||4372||153||104||486||204||35||7994||13721&lt;br /&gt;
|-&lt;br /&gt;
| 4||9620||6935||446||38||4151||316||207||572||322||53||10450||16555&lt;br /&gt;
|-&lt;br /&gt;
| 3||11583||9871||542||85||4371||569||432||823||552||97||13983||21454&lt;br /&gt;
|-&lt;br /&gt;
| 2||8607||8788||424||76||3034||689||499||599||559||99||11416||17395&lt;br /&gt;
|-&lt;br /&gt;
| 1||10549||13633||653||144||3535||2475||1701||945||1450||205||13074||24182&lt;br /&gt;
|-&lt;br /&gt;
| Total||49449||43858||2413||368||19463||4202||2943||3425||3087||489||56917||93307&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.55||2.76||2.25||3.14||1.81||1.82||2.72||2.12||2.21||2.80||2.77&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chinese Lang &amp;amp; Cultures||5||854||1118||77||.||1857||.||.||20||.||.||16||1972&lt;br /&gt;
|-&lt;br /&gt;
| 4||145||158||8||.||264||.||.||7||.||.||23||303&lt;br /&gt;
|-&lt;br /&gt;
| 3||65||48||11||.||76||3||.||3||.||.||19||113&lt;br /&gt;
|-&lt;br /&gt;
| 2||14||16||1||.||14||.||.||3||.||.||10||30&lt;br /&gt;
|-&lt;br /&gt;
| 1||17||25||.||.||18||2||.||1||.||.||16||42&lt;br /&gt;
|-&lt;br /&gt;
| Total||1095||1365||97||4||2229||5||4||34||3||.||84||2460&lt;br /&gt;
|-&lt;br /&gt;
| Mean||4.65||4.71||4.66||.||4.76||2.20||.||4.24||.||.||3.15||4.68&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science A||5||2386||396||51||6||717||25||25||102||51||12||1793||2782&lt;br /&gt;
|-&lt;br /&gt;
| 4||2810||491||81||8||782||56||60||124||91||14||2085||3301&lt;br /&gt;
|-&lt;br /&gt;
| 3||1726||375||48||12||485||46||51||73||61||12||1313||2101&lt;br /&gt;
|-&lt;br /&gt;
| 2||1119||261||25||6||296||41||43||59||50||11||849||1380&lt;br /&gt;
|-&lt;br /&gt;
| 1||3823||1142||144||22||1039||472||250||216||312||34||2476||4965&lt;br /&gt;
|-&lt;br /&gt;
| Total||11864||2665||349||54||3319||640||429||574||565||83||8516||14529&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.90||2.53||2.63||2.44||2.95||1.63||1.99||2.72||2.15||2.51||2.98||2.83&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science AB||5||1433||179||33||2||444||15||12||63||18||6||1019||1612&lt;br /&gt;
|-&lt;br /&gt;
| 4||831||129||10||2||247||10||17||31||14||3||626||960&lt;br /&gt;
|-&lt;br /&gt;
| 3||787||105||29||1||248||13||11||43||21||2||524||892&lt;br /&gt;
|-&lt;br /&gt;
| 2||401||53||18||2||128||10||3||16||14||2||261||454&lt;br /&gt;
|-&lt;br /&gt;
| 1||820||125||27||6||224||29||32||38||32||4||553||945&lt;br /&gt;
|-&lt;br /&gt;
| Total||4272||591||117||13||1291||77||75||191||99||17||2983||4863&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.39||3.31||3.03||2.38||3.43||2.64||2.65||3.34||2.72||3.29||3.43||3.38&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Macro||5||5037||2469||189||14||1819||68||111||278||189||20||4818||7506&lt;br /&gt;
|-&lt;br /&gt;
| 4||8373||5251||374||36||2698||279||303||495||505||47||8887||13624&lt;br /&gt;
|-&lt;br /&gt;
| 3||5234||4058||241||32||1644||313||360||341||409||44||5908||9292&lt;br /&gt;
|-&lt;br /&gt;
| 2||5146||4718||301||34||1617||402||542||364||529||75||6000||9864&lt;br /&gt;
|-&lt;br /&gt;
| 1||7212||9203||502||83||2015||1687||1746||586||1805||178||7813||16415&lt;br /&gt;
|-&lt;br /&gt;
| Total||31002||25699||1607||199||9793||2749||3062||2064||3437||364||33426||56701&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.50||2.66||2.32||3.07||1.78||1.85||2.77||2.05||2.05||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Micro||5||3697||1401||152||9||1261||44||49||193||78||10||3302||5098&lt;br /&gt;
|-&lt;br /&gt;
| 4||5791||3369||260||20||1871||177||175||340||249||32||6036||9160&lt;br /&gt;
|-&lt;br /&gt;
| 3||4012||3090||209||20||1242||226||209||264||249||47||4636||7102&lt;br /&gt;
|-&lt;br /&gt;
| 2||2654||2457||157||18||788||238||234||182||189||32||3273||5111&lt;br /&gt;
|-&lt;br /&gt;
| 1||3360||4115||247||26||950||960||635||266||619||132||3640||7475&lt;br /&gt;
|-&lt;br /&gt;
| Total||19514||14432||1025||93||6112||1645||1302||1245||1384||253||20887||33946&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.20||2.69||2.92||2.66||3.28||1.85||2.05||3.01||2.26||2.04||3.10||2.98&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lang &amp;amp; Composition||5||10163||15274||704||62||3680||402||333||1100||609||92||18455||25437&lt;br /&gt;
|-&lt;br /&gt;
| 4||19690||31194||1382||209||6156||1281||1189||2043||1592||231||36801||50884&lt;br /&gt;
|-&lt;br /&gt;
| 3||31986||55167||2391||476||9374||3941||3697||3206||3726||566||59776||87153&lt;br /&gt;
|-&lt;br /&gt;
| 2||29442||54801||2560||663||8342||7901||7949||3130||6296||804||46598||84243&lt;br /&gt;
|-&lt;br /&gt;
| 1||11540||18709||1035||300||2122||6162||4937||989||3997||342||10365||30249&lt;br /&gt;
|-&lt;br /&gt;
| Total||102821||175145||8072||1710||29674||19687||18105||10468||16220||2035||171995||277966&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.83||2.77||2.46||3.03||2.08||2.12||2.92||2.29||2.47||3.04||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lit &amp;amp; Composition||5||6482||13815||645||39||2628||264||237||871||365||72||15176||20297&lt;br /&gt;
|-&lt;br /&gt;
| 4||21394||39453||1737||213||6731||1413||1054||2151||1495||252||45801||60847&lt;br /&gt;
|-&lt;br /&gt;
| 3||35632||61469||2744||470||9489||4196||3090||3162||3487||644||69819||97101&lt;br /&gt;
|-&lt;br /&gt;
| 2||32099||56235||2574||651||8637||9177||6305||3068||5555||934||51433||88334&lt;br /&gt;
|-&lt;br /&gt;
| 1||10314||15424||855||254||2138||6879||3148||857||2974||357||8276||25738&lt;br /&gt;
|-&lt;br /&gt;
| Total||105921||186396||8555||1627||29623||21929||13834||10109||13876||2259||190505||292317&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.83||2.89||2.85||2.47||2.97||2.04||2.20||2.91||2.33||2.45||3.04||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Environmental Science||5||3313||2270||177||10||824||53||69||205||123||21||4101||5583&lt;br /&gt;
|-&lt;br /&gt;
| 4||6146||5798||365||36||1420||246||244||460||401||61||8711||11944&lt;br /&gt;
|-&lt;br /&gt;
| 3||4264||5029||285||35||1054||314||244||369||358||53||6581||9293&lt;br /&gt;
|-&lt;br /&gt;
| 2||3682||5421||300||50||973||416||323||336||479||61||6165||9103&lt;br /&gt;
|-&lt;br /&gt;
| 1||5464||10511||560||94||1593||1951||1072||644||1520||181||8360||15975&lt;br /&gt;
|-&lt;br /&gt;
| Total||22869||29029||1687||225||5864||2980||1952||2014||2881||377||33918||51898&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.45||2.58||2.19||2.81||1.67||1.93||2.63||2.00||2.15||2.82||2.65&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|European History||5||5633||4933||301||19||1662||109||120||425||262||29||7639||10566&lt;br /&gt;
|-&lt;br /&gt;
| 4||9106||8811||527||61||2481||304||275||753||508||78||12930||17917&lt;br /&gt;
|-&lt;br /&gt;
| 3||16137||18077||986||139||4169||939||881||1393||1098||181||24428||34214&lt;br /&gt;
|-&lt;br /&gt;
| 2||4661||6079||324||56||1271||438||408||401||455||74||7313||10740&lt;br /&gt;
|-&lt;br /&gt;
| 1||8737||13161||730||116||2377||1761||1557||927||1364||227||12839||21898&lt;br /&gt;
|-&lt;br /&gt;
| Total||44274||51061||2868||391||11960||3551||3241||3899||3687||589||65149||95335&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.73||2.77||2.52||2.98||2.03||2.07||2.83||2.42||2.33||2.93||2.84&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Language||5||701||1450||91||1||201||144||23||170||87||6||1428||2151&lt;br /&gt;
|-&lt;br /&gt;
| 4||884||2221||114||4||374||182||58||220||111||10||2032||3105&lt;br /&gt;
|-&lt;br /&gt;
| 3||1810||4237||193||10||783||302||180||298||273||7||4001||6047&lt;br /&gt;
|-&lt;br /&gt;
| 2||1161||2981||163||12||498||204||181||180||191||7||2706||4142&lt;br /&gt;
|-&lt;br /&gt;
| 1||1286||2924||134||12||466||300||329||188||308||25||2448||4210&lt;br /&gt;
|-&lt;br /&gt;
| Total||5842||13813||695||39||2322||1132||771||1056||970||55||12615||19655&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.73||2.81||2.23||2.72||2.70||2.05||3.00||2.46||2.36||2.78||2.74&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Literature||5||118||314||28||.||44||13||6||28||14||2||297||432&lt;br /&gt;
|-&lt;br /&gt;
| 4||114||319||16||.||53||23||4||24||11||2||300||433&lt;br /&gt;
|-&lt;br /&gt;
| 3||121||322||24||.||50||27||5||25||17||||294||443&lt;br /&gt;
|-&lt;br /&gt;
| 2||101||217||14||.||38||17||10||20||13||1||205||318&lt;br /&gt;
|-&lt;br /&gt;
| 1||85||166||7||.||24||17||3||12||20||1||167||251&lt;br /&gt;
|-&lt;br /&gt;
| Total||539||1338||89||1||209||97||28||109||75||6||1263||1877&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.15||3.30||3.49||.||3.26||2.98||3.00||3.33||2.81||3.50||3.28||3.25&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|German Language||5||464||510||39||2||48||18||1||44||13||1||808||974&lt;br /&gt;
|-&lt;br /&gt;
| 4||533||530||25||4||72||14||10||46||20||1||871||1063&lt;br /&gt;
|-&lt;br /&gt;
| 3||600||516||29||3||67||15||9||37||24||3||929||1116&lt;br /&gt;
|-&lt;br /&gt;
| 2||530||499||30||3||62||11||16||39||19||6||843||1029&lt;br /&gt;
|-&lt;br /&gt;
| 1||415||298||20||7||44||30||24||24||30||5||529||713&lt;br /&gt;
|-&lt;br /&gt;
| Total||2542||2353||143||19||293||88||60||190||106||16||3980||4895&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.19||3.23||2.53||3.06||2.76||2.13||3.25||2.69||2.19||3.15||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics Comp||5||1256||784||60||2||281||28||29||78||62||8||1492||2040&lt;br /&gt;
|-&lt;br /&gt;
| 4||1461||1057||92||11||340||47||50||106||77||11||1784||2518&lt;br /&gt;
|-&lt;br /&gt;
| 3||1488||1390||104||17||344||90||61||134||103||23||2002||2878&lt;br /&gt;
|-&lt;br /&gt;
| 2||1481||1456||85||10||322||156||81||148||127||17||1991||2937&lt;br /&gt;
|-&lt;br /&gt;
| 1||1072||1382||106||22||262||262||134||114||147||24||1383||2454&lt;br /&gt;
|-&lt;br /&gt;
| Total||6758||6069||447||62||1549||583||355||580||516||83||8652||12827&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.74||2.81||2.37||3.04||2.01||2.32||2.80||2.57||2.54||3.00||2.90&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics US||5||5392||4272||267||18||1341||127||138||359||186||25||7203||9664&lt;br /&gt;
|-&lt;br /&gt;
| 4||16375||13992||829||100||3901||580||624||1113||825||131||22264||30367&lt;br /&gt;
|-&lt;br /&gt;
| 3||21584||21509||1101||179||5304||1464||1385||1518||1544||242||30356||43093&lt;br /&gt;
|-&lt;br /&gt;
| 2||22468||28942||1483||279||6275||3227||3145||1925||2815||401||31860||51410&lt;br /&gt;
|-&lt;br /&gt;
| 1||9325||16487||757||160||2885||4032||3439||972||3194||304||10069||25812&lt;br /&gt;
|-&lt;br /&gt;
| Total||75144||85202||4437||736||19706||9430||8731||5887||8564||1103||101752||160346&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.81||2.54||2.63||2.37||2.72||1.89||1.96||2.65||2.07||2.25||2.85||2.67&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Human Geography||5||1765||1310||72||10||446||69||44||122||96||17||2199||3075&lt;br /&gt;
|-&lt;br /&gt;
| 4||2538||2491||145||16||639||184||89||187||228||22||3519||5029&lt;br /&gt;
|-&lt;br /&gt;
| 3||2929||3260||169||21||676||323||170||252||411||63||4104||6189&lt;br /&gt;
|-&lt;br /&gt;
| 2||2019||2627||140||24||448||386||210||176||350||60||2852||4646&lt;br /&gt;
|-&lt;br /&gt;
| 1||3614||5834||329||44||710||1843||645||385||949||196||4347||9448&lt;br /&gt;
|-&lt;br /&gt;
| Total||12865||15522||855||115||2919||2805||1158||1122||2034||358||17021||28387&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.41||2.40||2.34||2.88||1.66||1.86||2.54||2.10||1.89||2.79||2.56&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Italian Language||5||73||122||6||.||5||2||4||11||32||2||131||195&lt;br /&gt;
|-&lt;br /&gt;
| 4||61||127||8||.||2||2||9||8||41||1||117||188&lt;br /&gt;
|-&lt;br /&gt;
| 3||127||258||11||.||23||3||13||13||63||7||252||385&lt;br /&gt;
|-&lt;br /&gt;
| 2||114||214||12||.||16||5||7||12||41||5||230||328&lt;br /&gt;
|-&lt;br /&gt;
| 1||172||287||19||.||18||9||11||14||27||9||352||459&lt;br /&gt;
|-&lt;br /&gt;
| Total||547||1008||56||2||64||21||44||58||204||24||1082||1555&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.54||2.59||2.46||.||2.38||2.19||2.73||2.83||3.05||2.25||2.49||2.57&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Japanese Lang &amp;amp; Culture||5||210||226||18||.||351||1||||30||1||.||34||436&lt;br /&gt;
|-&lt;br /&gt;
| 4||63||66||6||.||79||1||1||5||2||.||34||129&lt;br /&gt;
|-&lt;br /&gt;
| 3||131||171||15||.||172||9||4||13||4||.||85||302&lt;br /&gt;
|-&lt;br /&gt;
| 2||68||79||4||.||67||7||1||13||1||.||54||147&lt;br /&gt;
|-&lt;br /&gt;
| 1||163||151||13||.||116||9||7||18||12||.||136||314&lt;br /&gt;
|-&lt;br /&gt;
| Total||635||693||56||1||785||27||13||79||20||4||343||1328&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.14||3.20||3.21||.||3.61||2.19||1.92||3.20||1.95||.||2.35||3.17&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Literature||5||239||265||18||1||92||10||3||22||7||2||349||504&lt;br /&gt;
|-&lt;br /&gt;
| 4||243||302||18||||83||17||3||27||3||1||393||545&lt;br /&gt;
|-&lt;br /&gt;
| 3||450||503||31||2||117||27||12||41||10||1||712||953&lt;br /&gt;
|-&lt;br /&gt;
| 2||276||332||23||3||60||21||11||22||7||.||461||608&lt;br /&gt;
|-&lt;br /&gt;
| 1||553||585||35||7||134||42||17||46||41||5||811||1138&lt;br /&gt;
|-&lt;br /&gt;
| Total||1761||1987||125||13||486||117||46||158||68||9||2726||3748&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.62||2.66||2.69||1.85||2.87||2.42||2.22||2.73||1.94||2.44||2.64||2.64&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Vergil||5||489||436||32||.||136||16||6||48||11||1||675||925&lt;br /&gt;
|-&lt;br /&gt;
| 4||512||393||36||4||109||15||6||42||12||4||677||905&lt;br /&gt;
|-&lt;br /&gt;
| 3||646||582||34||6||137||28||12||49||21||5||936||1228&lt;br /&gt;
|-&lt;br /&gt;
| 2||475||453||26||5||77||28||16||34||23||3||716||928&lt;br /&gt;
|-&lt;br /&gt;
| 1||449||471||40||8||66||32||26||28||22||1||697||920&lt;br /&gt;
|-&lt;br /&gt;
| Total||2571||2335||168||23||525||119||66||201||89||14||3701||4906&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.94||2.96||2.26||3.33||2.62||2.24||3.24||2.63||3.07||2.98||3.00&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Music Theory||5||1359||779||73||5||334||32||21||57||38||8||1570||2138&lt;br /&gt;
|-&lt;br /&gt;
| 4||1277||946||72||10||299||52||35||64||40||12||1639||2223&lt;br /&gt;
|-&lt;br /&gt;
| 3||1880||1482||86||20||380||102||67||104||126||32||2445||3362&lt;br /&gt;
|-&lt;br /&gt;
| 2||1886||1596||119||18||362||224||109||127||153||41||2329||3482&lt;br /&gt;
|-&lt;br /&gt;
| 1||1011||777||64||15||146||249||82||62||165||30||975||1788&lt;br /&gt;
|-&lt;br /&gt;
| Total||7413||5580||414||68||1521||659||314||414||522||123||8958||12993&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.88||2.93||2.59||3.21||2.08||2.38||2.82||2.30||2.41||3.06||2.96&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics B||5||6142||1856||203||20||2031||54||69||288||137||28||5168||7998&lt;br /&gt;
|-&lt;br /&gt;
| 4||6279||2507||235||27||1750||133||128||276||194||35||6008||8786&lt;br /&gt;
|-&lt;br /&gt;
| 3||9545||4884||406||42||2664||310||364||510||396||60||9677||14429&lt;br /&gt;
|-&lt;br /&gt;
| 2||6085||3896||257||43||1755||414||384||315||403||63||6347||9981&lt;br /&gt;
|-&lt;br /&gt;
| 1||6148||5293||340||74||1810||1137||1112||431||882||89||5566||11441&lt;br /&gt;
|-&lt;br /&gt;
| Total||34199||18436||1441||206||10010||2048||2057||1820||2012||275||32766||52635&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.55||2.79||2.40||3.04||1.81||1.86||2.82||2.16||2.45||2.97||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Elec &amp;amp; Magnet||5||2971||616||97||7||1107||28||23||120||59||5||2141||3587&lt;br /&gt;
|-&lt;br /&gt;
| 4||2143||622||70||13||755||40||31||101||59||9||1687||2765&lt;br /&gt;
|-&lt;br /&gt;
| 3||987||332||28||3||351||32||29||37||22||6||811||1319&lt;br /&gt;
|-&lt;br /&gt;
| 2||1339||503||61||5||425||47||34||56||48||8||1158||1842&lt;br /&gt;
|-&lt;br /&gt;
| 1||918||357||39||3||306||40||40||47||64||5||731||1275&lt;br /&gt;
|-&lt;br /&gt;
| Total||8358||2430||295||31||2944||187||157||361||252||33||6528||10788&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.59||3.26||3.42||3.52||3.66||2.83||2.76||3.53||3.00||3.03||3.51||3.51&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Mechanics||5||5252||1252||166||16||1894||45||52||207||107||18||3999||6504&lt;br /&gt;
|-&lt;br /&gt;
| 4||4847||1634||188||12||1490||74||76||218||138||26||4259||6481&lt;br /&gt;
|-&lt;br /&gt;
| 3||3789||1381||137||26||1034||106||102||157||134||19||3455||5170&lt;br /&gt;
|-&lt;br /&gt;
| 2||2478||1163||93||24||703||119||97||108||144||23||2330||3641&lt;br /&gt;
|-&lt;br /&gt;
| 1||2328||1430||109||20||771||270||230||136||226||25||1971||3758&lt;br /&gt;
|-&lt;br /&gt;
| Total||18694||6860||693||98||5892||614||557||826||749||111||16014||25554&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.44||3.02||3.30||2.80||3.51||2.19||2.32||3.31||2.67||2.90||3.37||3.33&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Psychology||5||7439||13750||589||59||3260||384||233||783||575||101||15205||21189&lt;br /&gt;
|-&lt;br /&gt;
| 4||10963||18770||844||125||3776||1064||545||1127||1110||184||20958||29733&lt;br /&gt;
|-&lt;br /&gt;
| 3||8488||14926||656||117||2645||1212||597||847||1008||183||16149||23414&lt;br /&gt;
|-&lt;br /&gt;
| 2||5378||10244||466||77||1664||1196||548||568||839||138||10126||15622&lt;br /&gt;
|-&lt;br /&gt;
| 1||7682||15958||818||124||2521||3665||1469||945||2098||283||11717||23640&lt;br /&gt;
|-&lt;br /&gt;
| Total||39950||73648||3373||502||13866||7521||3392||4270||5630||889||74155||113598&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.13||3.06||2.98||2.84||3.26||2.11||2.27||3.06||2.51||2.64||3.24||3.08&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Language||5||6585||13170||529||6||809||91||7237||416||6845||356||3466||19755&lt;br /&gt;
|-&lt;br /&gt;
| 4||8649||16516||790||22||1334||228||8890||543||6575||461||6322||25165&lt;br /&gt;
|-&lt;br /&gt;
| 3||6886||12473||598||32||1211||314||6239||468||4108||331||6058||19359&lt;br /&gt;
|-&lt;br /&gt;
| 2||6435||11365||580||43||1327||458||4785||483||3121||303||6700||17800&lt;br /&gt;
|-&lt;br /&gt;
| 1||7121||10879||642||56||1388||1210||3488||549||2397||274||7996||18000&lt;br /&gt;
|-&lt;br /&gt;
| Total||35676||64403||3139||159||6069||2301||30639||2459||23046||1725||30542||100079&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.03||3.15||2.99||2.24||2.81||1.93||3.38||2.92||3.54||3.19||2.69||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Literature||5||452||1057||47||1||78||9||413||40||536||17||368||1509&lt;br /&gt;
|-&lt;br /&gt;
| 4||946||2324||104||1||148||24||1283||65||1024||41||580||3270&lt;br /&gt;
|-&lt;br /&gt;
| 3||1309||2812||95||1||111||30||1929||69||1355||48||483||4121&lt;br /&gt;
|-&lt;br /&gt;
| 2||742||1520||57||2||48||17||1114||28||751||32||213||2262&lt;br /&gt;
|-&lt;br /&gt;
| 1||1415||2173||149||3||49||56||1676||53||1177||84||341||3588&lt;br /&gt;
|-&lt;br /&gt;
| Total||4864||9886||452||8||434||136||6415||255||4843||222||1985||14750&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.65||2.86||2.65||2.38||3.36||2.36||2.63||3.04||2.79||2.44||3.21||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Statistics||5||7099||4232||264||16||2675||92||98||342||152||31||7661||11331&lt;br /&gt;
|-&lt;br /&gt;
| 4||11470||9124||505||65||3697||335||265||583||445||67||14632||20594&lt;br /&gt;
|-&lt;br /&gt;
| 3||11984||12499||606||95||3668||645||520||751||697||97||17404||24483&lt;br /&gt;
|-&lt;br /&gt;
| 2||7526||9005||501||74||2228||748||543||529||640||100||11168||16531&lt;br /&gt;
|-&lt;br /&gt;
| 1||9864||13479||741||123||3142||2776||1516||833||1518||239||12455||23343&lt;br /&gt;
|-&lt;br /&gt;
| Total||47943||48339||2617||373||15410||4596||2942||3038||3452||534||63320||96282&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.97||2.62||2.64||2.40||3.03||1.74||1.94||2.69||2.15||2.16||2.90||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 2-D Design||5||471||959||41||8||172||41||30||57||66||11||1004||1430&lt;br /&gt;
|-&lt;br /&gt;
| 4||755||2012||110||10||275||95||82||104||149||16||1926||2767&lt;br /&gt;
|-&lt;br /&gt;
| 3||1267||3258||156||28||390||198||177||164||236||38||3138||4525&lt;br /&gt;
|-&lt;br /&gt;
| 2||1037||2526||146||32||271||215||164||154||208||37||2336||3563&lt;br /&gt;
|-&lt;br /&gt;
| 1||261||440||23||4||36||84||63||28||64||16||383||701&lt;br /&gt;
|-&lt;br /&gt;
| Total||3791||9195||476||82||1144||633||516||507||723||118||8787||12986&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.06||3.00||2.83||3.24||2.67||2.71||3.02||2.92||2.74||3.09||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 3-D Design||5||93||123||6||||14||7||9||3||10||2||165||216&lt;br /&gt;
|-&lt;br /&gt;
| 4||124||191||13||2||27||18||17||11||24||1||202||315&lt;br /&gt;
|-&lt;br /&gt;
| 3||304||615||37||7||69||34||44||50||58||3||617||919&lt;br /&gt;
|-&lt;br /&gt;
| 2||223||437||25||6||51||41||41||33||42||6||415||660&lt;br /&gt;
|-&lt;br /&gt;
| 1||68||103||1||1||18||22||14||10||15||||90||171&lt;br /&gt;
|-&lt;br /&gt;
| Total||812||1469||82||16||179||122||125||107||149||12||1489||2281&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.94||2.86||2.98||2.63||2.82||2.57||2.73||2.66||2.81||2.92||2.96||2.89&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art Drawing||5||424||1184||57||4||312||55||38||57||80||10||995||1608&lt;br /&gt;
|-&lt;br /&gt;
| 4||614||1762||73||10||350||87||94||84||128||21||1529||2376&lt;br /&gt;
|-&lt;br /&gt;
| 3||1407||3490||162||22||589||214||220||210||287||37||3156||4897&lt;br /&gt;
|-&lt;br /&gt;
| 2||1049||2362||144||23||315||257||234||150||201||31||2056||3411&lt;br /&gt;
|-&lt;br /&gt;
| 1||348||436||36||7||52||157||72||32||69||12||347||784&lt;br /&gt;
|-&lt;br /&gt;
| Total||3842||9234||472||66||1618||770||658||533||765||111||8083||13076&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.93||3.10||2.94||2.71||3.34||2.51||2.68||2.97||2.93||2.87||3.10||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|US History||5||19202||17597||1057||80||6010||611||524||1529||871||134||25983||36799&lt;br /&gt;
|-&lt;br /&gt;
| 4||32938||32925||1773||243||8289||1704||1493||2647||1752||315||47647||65863&lt;br /&gt;
|-&lt;br /&gt;
| 3||34953||38735||1968||339||7943||2938||2524||2697||2539||393||52347||73688&lt;br /&gt;
|-&lt;br /&gt;
| 2||37502||49139||2430||545||8607||5536||5110||3099||4078||650||56586||86641&lt;br /&gt;
|-&lt;br /&gt;
| 1||25869||42321||2118||540||6089||10268||8330||2446||6283||844||31272||68190&lt;br /&gt;
|-&lt;br /&gt;
| Total||150464||180717||9346||1747||36938||21057||17981||12418||15523||2336||213835||331181&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.64||2.70||2.30||2.99||1.90||1.93||2.82||2.15||2.25||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|World History||5||6296||4926||260||31||1921||244||168||526||299||51||7722||11222&lt;br /&gt;
|-&lt;br /&gt;
| 4||8766||8188||402||70||2570||591||451||726||577||84||11483||16954&lt;br /&gt;
|-&lt;br /&gt;
| 3||12593||13777||696||130||3841||1357||1067||1079||1301||215||16684||26370&lt;br /&gt;
|-&lt;br /&gt;
| 2||10102||14503||690||131||3166||1990||1754||1058||1714||249||13853||24605&lt;br /&gt;
|-&lt;br /&gt;
| 1||7472||14396||743||128||1951||3754||2939||807||2727||344||8475||21868&lt;br /&gt;
|-&lt;br /&gt;
| Total||45229||55790||2791||490||13449||7936||6379||4196||6618||943||58217||101019&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.55||2.55||2.48||2.95||1.94||1.93||2.79||2.09||2.20||2.93||2.71&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;6&amp;quot;|Number of Students at Each Grade Level||9/10||101538||124905||5760||935||30886||14085||17858||9133||15675||1879||130232||226443&lt;br /&gt;
|-&lt;br /&gt;
| 11||232003||309833||12672||2918||60620||34079||36140||19844||32393||4088||339082||541836&lt;br /&gt;
|-&lt;br /&gt;
| 12||263655||340942||13422||2986||66847||40389||31527||19353||32595||4974||392504||604597&lt;br /&gt;
|-&lt;br /&gt;
| &amp;lt;9||1198||1941||45||2||61||16||2041||44||762||5||163||3139&lt;br /&gt;
|-&lt;br /&gt;
| Not HS||25269||30885||9347||243||4091||4005||3941||1894||3949||496||28188||56154&lt;br /&gt;
|-&lt;br /&gt;
| Total||623663||808506||41246||7084||162505||92574||91507||50268||85374||11442||890169||1432169&lt;br /&gt;
|}&lt;br /&gt;
&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Percentage of Students)===&lt;br /&gt;
The table below contains the numbers of students and their relative proportion (percent).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| colspan=2| || colspan=5| '''Examination Grade''' || colspan=4| '''Summary Statistics''' &lt;br /&gt;
|-&lt;br /&gt;
| '''Disciplines''' ||  '''Sample Size''' || '''5''' || '''4''' || '''3''' || '''2''' || '''1''' || '''Number of Students''' || '''3 or Higher / %''' || '''Mean Grade''' || '''Standard Deviation'''&lt;br /&gt;
|-&lt;br /&gt;
| '''Art History''' || N || 2286 || 4243 || 5006 || 3550 || 3751 || 18836 || 11535 || 2.88 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.13633468 || 22.52601402 || 26.57676789 || 18.84688894 || 19.91399448 ||  || 61.23911659 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Biology''' || N || 27996 || 29338 || 30749 || 33664 || 23049 || 144796 || 88083 || 3.04 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.33478825 || 20.26160944 || 21.23608387 || 23.24926103 || 15.91825741 ||  || 60.83248156 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB''' || N || 44409 || 39682 || 40448 || 32704 || 54450 || 211693 || 124539 || 2.94 || 1.49&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.97802006 || 18.74506951 || 19.10691426 || 15.44878669 || 25.72120949 ||  || 58.83000383 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus BC''' || N || 27949 || 11489 || 12095 || 4090 || 8688 || 64311 || 51533 || 3.71 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.4591283 || 17.86475098 || 18.80704701 || 6.359720732 || 13.50935299 ||  || 80.13092628 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB Subscores''' || N || 32268 || 14168 || 8915 || 4222 || 4738 || 64311 || 55351 || 4.01 || 1.25&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 50.17493119 || 22.0304458 || 13.86232526 || 6.564973333 || 7.367324408 ||  || 86.06770226 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chemistry''' || N || 14820 || 17462 || 22321 || 17928 || 24605 || 97136 || 54603 || 2.79 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.25695931 || 17.97685719 || 22.97912206 || 18.45659694 || 25.3304645 ||  || 56.21293856 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language'''   (Total Group) || N || 2643 || 386 || 146 || 36 || 50 || 3261 || 3175 || 4.7 || 0.74&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 81.04875805 || 11.83685986 || 4.477154247 || 1.103955842 || 1.533272002 ||  || 97.36277216 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language''' (Standard Group)** || N || 177 || 71 || 60 || 24 || 31 || 363 || 308 || 3.93 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 48.76033058 || 19.55922865 || 16.52892562 || 6.611570248 || 8.539944904 ||  || 84.84848485 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' A || N || 2902 || 3434 || 2178 || 1433 || 5102 || 15049 || 8514 || 2.84 || 1.56&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.28367333 || 22.81879195 || 14.47272244 || 9.522227391 || 33.90258489 ||  || 56.57518772 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' AB || N || 1682 || 997 || 926 || 473 || 986 || 5064 || 3605 || 3.38 || 1.5&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.21484992 || 19.68799368 || 18.28593997 || 9.340442338 || 19.47077409 ||  || 71.18878357 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Macro''' || N || 8462 || 14693 || 9881 || 10311 || 16769 || 60116 || 33036 || 2.8 || 1.43&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 14.0761195 || 24.44108058 || 16.43655599 || 17.15183978 || 27.89440415 ||  || 54.95375607 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Micro''' || N || 6080 || 10300 || 7766 || 5459 || 7778 || 37383 || 24146 || 3.04 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.26407725 || 27.55263087 || 20.77414868 || 14.60289436 || 20.80624883 ||  || 64.59085681 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Language''' || N || 25840 || 51720 || 88529 || 85517 || 30624 || 282230 || 166089 || 2.85 || 1.12&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.155653191 || 18.32547922 || 31.36767884 || 30.30046416 || 10.85072459 ||  || 58.84881125 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Literature''' || N || 20829 || 62283 || 99267 || 90050 || 26049 || 298478 || 182379 || 2.87 || 1.06&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.978403768 || 20.86686456 || 33.25772754 || 30.16972775 || 8.727276382 ||  || 61.10299587 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Environmental Science''' || N || 5670 || 12092 || 9383 || 9183 || 16088 || 52416 || 27145 || 2.66 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.81730769 || 23.06929182 || 17.90102259 || 17.51945971 || 30.69291819 ||  || 51.7876221 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''European History''' || N || 10800 || 18314 || 34823 || 10910 || 22195 || 97042 || 63937 || 2.84 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.12920179 || 18.87224089 || 35.8844624 || 11.24255477 || 22.87154016 ||  || 65.88590507 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Total Group)** || N || 2743 || 3655 || 6643 || 4361 || 4307 || 21709 || 13041 || 2.82 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.63531254 || 16.83633516 || 30.60021189 || 20.08844258 || 19.83969782 ||  || 60.0718596 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Standard Group)** || N || 1244 || 2510 || 5331 || 3816 || 3928 || 16829 || 9085 || 2.6 || 1.2&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 7.392001901 || 14.91473052 || 31.67746152 || 22.6751441 || 23.34066195 ||  || 53.98419395 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Literature''' || N || 501 || 487 || 480 || 337 || 263 || 2068 || 1468 || 3.3 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.22630561 || 23.54932302 || 23.21083172 || 16.2959381 || 12.71760155 ||  || 70.98646035 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Total Group)** || N || 1316 || 1160 || 1158 || 1043 || 720 || 5397 || 3634 || 3.24 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.38391699 || 21.49342227 || 21.45636465 || 19.32555123 || 13.34074486 ||  || 67.33370391 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Standard Group)** || N || 342 || 760 || 938 || 885 || 635 || 3560 || 2040 || 2.8 || 1.23&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.606741573 || 21.34831461 || 26.34831461 || 24.85955056 || 17.83707865 ||  || 57.30337079 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics  Comparative''' || N || 2188 || 2635 || 3000 || 3039 || 2496 || 13358 || 7823 || 2.92 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.37969756 || 19.72600689 || 22.45845186 || 22.75041174 || 18.68543195 ||  || 58.56415631 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics United States''' || N || 9705 || 30488 || 43245 || 51620 || 25920 || 160978 || 83438 || 2.67 || 1.13&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.028774118 || 18.93923393 || 26.86391929 || 32.06649356 || 16.1015791 ||  || 51.83192734 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Human Geography''' || N || 3249 || 5183 || 6320 || 4724 || 9529 || 29005 || 14752 || 2.58 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.20151698 || 17.86933287 || 21.78934666 || 16.2868471 || 32.85295639 ||  || 50.86019652 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Total Group) || N || 252 || 209 || 393 || 329 || 459 || 1642 || 854 || 2.67 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.34713764 || 12.72838002 || 23.93422655 || 20.0365408 || 27.95371498 ||  || 52.00974421 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Standard Group)** || N || 85 || 138 || 311 || 292 || 433 || 1259 || 534 || 2.32 || 1.24&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.751389992 || 10.96108022 || 24.70214456 || 23.19301033 || 34.3923749 ||  || 42.41461477 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Total Group)** || N || 724 || 154 || 314 || 152 || 323 || 1667 || 1192 || 3.48 || 1.57&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.43131374 || 9.23815237 || 18.83623275 || 9.118176365 || 19.37612478 ||  || 71.50569886 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Standard Group)** || N || 102 || 66 || 182 || 99 || 218 || 667 || 350 || 2.6 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.29235382 || 9.895052474 || 27.28635682 || 14.84257871 || 32.68365817 ||  || 52.47376312 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Literature''' || N || 508 || 549 || 962 || 612 || 1140 || 3771 || 2019 || 2.65 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 13.47122779 || 14.55847255 || 25.51047468 || 16.22911695 || 30.23070804 ||  || 53.54017502 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Vergil''' || N || 937 || 911 || 1229 || 931 || 921 || 4929 || 3077 || 3 || 1.37&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.00994116 || 18.4824508 || 24.9340637 || 18.88821262 || 18.68533171 ||  || 62.42645567 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' || N || 2210 || 2263 || 3400 || 3517 || 1804 || 13194 || 7873 || 2.97 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.7500379 || 17.15173564 || 25.76928907 || 26.65605578 || 13.67288161 ||  || 59.6710626 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Aural Subscore || N || 2184 || 2296 || 3219 || 3767 || 1728 || 13194 || 7699 || 2.96 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.55297863 || 17.40184933 || 24.39745339 || 28.55085645 || 13.09686221 ||  || 58.35228134 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Nonaural Subscore || N || 2240 || 2305 || 3398 || 3461 || 1790 || 13194 || 7943 || 2.98 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.97741398 || 17.47006215 || 25.75413067 || 26.23162043 || 13.56677278 ||  || 60.20160679 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics B''' || N || 8869 || 9279 || 14931 || 10210 || 11601 || 54890 || 33079 || 2.88 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.15777009 || 16.90471853 || 27.20167608 || 18.60083804 || 21.13499727 ||  || 60.26416469 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C E&amp;amp;M''' || N || 3787 || 2871 || 1354 || 1890 || 1290 || 11192 || 8012 || 3.53 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.83666905 || 25.65225161 || 12.09792709 || 16.88706219 || 11.52609006 ||  || 71.58684775 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C Mechanics''' || N || 6877 || 6669 || 5268 || 3699 || 3801 || 26314 || 18814 || 3.35 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 26.13437714 || 25.34392339 || 20.01976134 || 14.05715589 || 14.44478225 ||  || 71.49806187 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Psychology''' || N || 21833 || 30430 || 23851 || 15902 || 24112 || 116128 || 76114 || 3.09 || 1.41&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 18.80080601 || 26.20384403 || 20.53854368 || 13.69351061 || 20.76329567 ||  || 65.54319372 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Total Group) || N || 20397 || 25383 || 19464 || 17892 || 18063 || 101199 || 65244 || 3.12 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.1553375 || 25.08226366 || 19.23339163 || 17.6800166 || 17.8489906 ||  || 64.4709928 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Standard Group)** || N || 4299 || 8269 || 8085 || 9230 || 11290 || 41173 || 20653 || 2.64 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.44130862 || 20.0835499 || 19.63665509 || 22.41760377 || 27.42088262 ||  || 50.16151361 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Literature''' || N || 1757 || 3464 || 4207 || 2277 || 3616 || 15321 || 9428 || 2.83 || 1.32&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.46791985 || 22.60949024 || 27.45904314 || 14.86195418 || 23.60159259 ||  || 61.53645323 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Statistics''' || N || 11643 || 21076 || 24922 || 16755 || 23637 || 98033 || 57641 || 2.8 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.87661298 || 21.49888303 || 25.42205176 || 17.09118358 || 24.11126865 ||  || 58.79754776 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art Drawing''' || N || 1681 || 2470 || 5043 || 3546 || 818 || 13558 || 9194 || 3.05 || 1.09&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.39858386 || 18.21802626 || 37.19575159 || 26.15430004 || 6.03333825 ||  || 67.81236171 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 2-D Design''' || N || 1494 || 2861 || 4665 || 3674 || 716 || 13410 || 9020 || 3.06 || 1.07&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.1409396 || 21.33482476 || 34.78747204 || 27.39746458 || 5.339299031 ||  || 67.26323639 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 3-D Design''' || N || 223 || 324 || 935 || 665 || 173 || 2320 || 1482 || 2.9 || 1.05&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.612068966 || 13.96551724 || 40.30172414 || 28.6637931 || 7.456896552 ||  || 63.87931034 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''United States History''' || N || 37110 || 66325 || 74153 || 87268 || 68706 || 333562 || 177588 || 2.75 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.125368 || 19.88385967 || 22.23064977 || 26.16245256 || 20.59767 ||  || 53.23987744 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''World History''' || N || 11461 || 17183 || 26616 || 24773 || 21942 || 101975 || 55260 || 2.72 || 1.28&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;hr&amp;gt;&lt;br /&gt;
* SOCR Home page: http://www.socr.ucla.edu&lt;br /&gt;
&lt;br /&gt;
{{translate|pageName=http://wiki.stat.ucla.edu/socr/index.php?title=SOCR_Data_Dinov_030708_APExamScores}}&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11361</id>
		<title>SOCR Data Dinov 030708 APExamScores</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11361"/>
		<updated>2011-10-31T18:02:07Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* 2007 USA AP Exam Score Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== [[SOCR_Data |SOCR Data]] - 2007 Advanced Placement (AP) Exam Scores by Discipline==&lt;br /&gt;
&lt;br /&gt;
===Data Description===&lt;br /&gt;
* '''Source''': [http://professionals.collegeboard.com/data-reports-research/ap/data-2007 The College Board AP Results for 2007].&lt;br /&gt;
&lt;br /&gt;
* '''Summary''':&lt;br /&gt;
[[Image:SOCR_Data_Dinov_APExams_062408_Fig1.png|150px|thumbnail|right| [http://www.hoover.org/publications/ednext/3260116.html AP Exams] ]]&lt;br /&gt;
&lt;br /&gt;
: The goals of collecting this data on AP exam scores by discipline was to gauge the individual success on an AP Exam in 2007. Most students view a grade of 3 or higher as a successful grade (grade range {1 (worst), 2, 3, 4, 5(best)}. Of interest was to evaluate the performance for each grade level, type of school, or geographic location.&lt;br /&gt;
&lt;br /&gt;
: This table reflects 2,533,431 AP Examinations taken by 1,464,254 students from 16,464 secondary schools.&lt;br /&gt;
&lt;br /&gt;
: Standard students generally receive most of their foreign language training in U.S. schools. They did not indicate on their answer sheet that they regularly speak or hear the foreign language of the examination, or that they have lived for one month or more   in a country where the language is spoken.&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Genders and Grace Levels)===&lt;br /&gt;
The table below contains the raw numbers of students taking different AP exams, their scores and grade levels and genders.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || colspan=&amp;quot;5&amp;quot; |Examination Grade||colspan=&amp;quot;4&amp;quot;|Summary Statistics||colspan=&amp;quot;7&amp;quot;|Grade Level||colspan=&amp;quot;2&amp;quot;|Gender&lt;br /&gt;
|-&lt;br /&gt;
|5||4||3||2||1||Number of Students||3 or Higher%||Mean Grade||Standard Deviation||9th Grade||10th Grade||11th Grade||12th Grade||Not HS||&amp;lt;9th Grade||Other||Male||Female&lt;br /&gt;
|-&lt;br /&gt;
| Biology||27996.00||29338.00||30749.00||33664.00||23049.00||144796.00||88083.00||3.04||1.36||1368.00||13311.00||54119.00||70493.00||85.00||24.00||5396.00||60597.00||84199.00&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB||44409.00||39682.00||40448.00||32704.00||54450.00||211693.00||124539.00||2.94||1.49||190.00||2655.00||38717.00||162361.00||484.00||30.00||7256.00||109095.00||102598.00&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB Subscores||32268.00||14168.00||8915.00||4222.00||4738.00||64311.00||55351.00||4.01||1.25||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Calculus BC||27949.00||11489.00||12095.00||4090.00||8688.00||64311.00||51533.00||3.71||1.42||121.00||1255.00||14142.00||46713.00||134.00||15.00||1931.00||38028.00||26283.00&lt;br /&gt;
|-&lt;br /&gt;
| Chemistry||14820.00||17462.00||22321.00||17928.00||24605.00||97136.00||54603.00||2.79||1.39||50.00||5550.00||50226.00||37751.00||220.00||5.00||3334.00||51743.00||45393.00&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Standard Group)**||177.00||71.00||60.00||24.00||31.00||363.00||308.00||3.93||1.30||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Total Group)**||2643.00||386.00||146.00||36.00||50.00||3261.00||3175.00||4.70||0.74||80.00||367.00||1193.00||1453.00||5.00||7.00||156.00||1482.00||1779.00&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science A||2902.00||3434.00||2178.00||1433.00||5102.00||15049.00||8514.00||2.84||1.56||215.00||2508.00||5539.00||6274.00||13.00||3.00||497.00||12282.00||2767.00&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science AB||1682.00||997.00||926.00||473.00||986.00||5064.00||3605.00||3.38||1.50||43.00||599.00||2024.00||2246.00||13.00||5.00||134.00||4461.00||603.00&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Macro||8462.00||14693.00||9881.00||10311.00||16769.00||60116.00||33036.00||2.80||1.43||109.00||876.00||6684.00||49818.00||245.00||2.00||2382.00||32931.00||27185.00&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Micro||6080.00||10300.00||7766.00||5459.00||7778.00||37383.00||24146.00||3.04||1.38||24.00||1109.00||5589.00||29006.00||228.00||2.00||1425.00||21438.00||15945.00&lt;br /&gt;
|-&lt;br /&gt;
| English Language||25840.00||51720.00||88529.00||85517.00||30624.00||282230.00||166089.00||2.85||1.12||90.00||4346.00||229191.00||37769.00||64.00||3.00||10767.00||104425.00||177805.00&lt;br /&gt;
|-&lt;br /&gt;
| English Literature||20829.00||62283.00||99267.00||90050.00||26049.00||298478.00||182379.00||2.87||1.06||20.00||651.00||23745.00||262341.00||151.00||4.00||11566.00||108109.00||190369.00&lt;br /&gt;
|-&lt;br /&gt;
| Environmental Science||5670.00||12092.00||9383.00||9183.00||16088.00||52416.00||27145.00||2.66||1.40||728.00||2068.00||17448.00||29665.00||45.00||0.00||2462.00||23129.00||29287.00&lt;br /&gt;
|-&lt;br /&gt;
| European History||10800.00||18314.00||34823.00||10910.00||22195.00||97042.00||63937.00||2.84||1.28||419.00||48885.00||15659.00||28580.00||36.00||1.00||3462.00||45075.00||51967.00&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Standard Group)**||1244.00||2510.00||5331.00||3816.00||3928.00||16829.00||9085.00||2.60||1.20||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Total Group)**||2743.00||3655.00||6643.00||4361.00||4307.00||21709.00||13041.00||2.82||1.28||162.00||1119.00||5943.00||13555.00||13.00||84.00||833.00||6535.00||15174.00&lt;br /&gt;
|-&lt;br /&gt;
| French Literature||501.00||487.00||480.00||337.00||263.00||2068.00||1468.00||3.30||1.34||10.00||111.00||489.00||1360.00||2.00||0.00||96.00||594.00||1474.00&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Standard Group)**||342.00||760.00||938.00||885.00||635.00||3560.00||2040.00||2.80||1.23||.||.||.||.||.||.||.||.||&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Total Group)**||1316.00||1160.00||1158.00||1043.00||720.00||5397.00||3634.00||3.24||1.36||80.00||302.00||1273.00||3505.00||12.00||39.00||186.00||2778.00||2619.00&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics Comparative||2188.00||2635.00||3000.00||3039.00||2496.00||13358.00||7823.00||2.92||1.35||8.00||711.00||2285.00||9745.00||15.00||0.00||594.00||6986.00||6372.00&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics United States||9705.00||30488.00||43245.00||51620.00||25920.00||160978.00||83438.00||2.67||1.13||946.00||8258.00||16900.00||128710.00||55.00||6.00||6103.00||75427.00||85551.00&lt;br /&gt;
|-&lt;br /&gt;
| Human Geography||3249.00||5183.00||6320.00||4724.00||9529.00||29005.00||14752.00||2.58||1.39||12546.00||5219.00||3874.00||6229.00||10.00||2.00||1125.00||13182.00||15823.00&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Standard Group)**||85.00||138.00||311.00||292.00||433.00||1259.00||534.00||2.32||1.24||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Total Group)**||252.00||209.00||393.00||329.00||459.00||1642.00||854.00||2.67||1.40||8.00||27.00||263.00||1267.00||6.00||0.00||71.00||582.00||1060.00&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Standard Group)**||102.00||66.00||182.00||99.00||218.00||667.00||350.00||2.60||1.42||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Total Group)**||724.00||154.00||314.00||152.00||323.00||1667.00||1192.00||3.48||1.57||31.00||96.00||456.00||1026.00||3.00||2.00||53.00||773.00||894.00&lt;br /&gt;
|-&lt;br /&gt;
| Latin Literature||508.00||549.00||962.00||612.00||1140.00||3771.00||2019.00||2.65||1.39||11.00||156.00||1564.00||1920.00||3.00||1.00||116.00||1766.00||2005.00&lt;br /&gt;
|-&lt;br /&gt;
| Latin Vergil||937.00||911.00||1229.00||931.00||921.00||4929.00||3077.00||3.00||1.37||36.00||313.00||2112.00||2299.00||1.00||1.00||167.00||2578.00||2351.00&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory||2210.00||2263.00||3400.00||3517.00||1804.00||13194.00||7873.00||2.97||1.29||105.00||1175.00||4239.00||7189.00||12.00||15.00||459.00||7507.00||5687.00&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Aural Subscore||2184.00||2296.00||3219.00||3767.00||1728.00||13194.00||7699.00||2.96||1.28||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Nonaural Subscore||2240.00||2305.00||3398.00||3461.00||1790.00||13194.00||7943.00||2.98||1.29||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Physics B||8869.00||9279.00||14931.00||10210.00||11601.00||54890.00||33079.00||2.88||1.35||103.00||1144.00||19411.00||32138.00||77.00||24.00||1993.00||35711.00||19179.00&lt;br /&gt;
|-&lt;br /&gt;
| Physics C E&amp;amp;M||3787.00||2871.00||1354.00||1890.00||1290.00||11192.00||8012.00||3.53||1.40||5.00||132.00||1275.00||9370.00||83.00||5.00||322.00||8678.00||2514.00&lt;br /&gt;
|-&lt;br /&gt;
| Physics C Mechanics||6877.00||6669.00||5268.00||3699.00||3801.00||26314.00||18814.00||3.35||1.38||8.00||218.00||3498.00||21651.00||99.00||9.00||831.00||19291.00||7023.00&lt;br /&gt;
|-&lt;br /&gt;
| Psychology||21833.00||30430.00||23851.00||15902.00||24112.00||116128.00||76114.00||3.09||1.41||123.00||3329.00||37075.00||70456.00||88.00||5.00||5052.00||40920.00||75208.00&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Standard Group)**||4299.00||8269.00||8085.00||9230.00||11290.00||41173.00||20653.00||2.64||1.34||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Total Group)**||20397.00||25383.00||19464.00||17892.00||18063.00||101199.00||65244.00||3.12||1.39||2677.00||11677.00||35429.00||43772.00||133.00||2864.00||4647.00||36166.00||65033.00&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Literature||1757.00||3464.00||4207.00||2277.00||3616.00||15321.00||9428.00||2.83||1.32||129.00||1114.00||4541.00||8598.00||7.00||0.00||932.00||5100.00||10221.00&lt;br /&gt;
|-&lt;br /&gt;
| Statistics||11643.00||21076.00||24922.00||16755.00||23637.00||98033.00||57641.00||2.80||1.34||117.00||3964.00||18782.00||71348.00||193.00||10.00||3619.00||48854.00||49179.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 2-D Design||1494.00||2861.00||4665.00||3674.00||716.00||13410.00||9020.00||3.06||1.07||16.00||212.00||2314.00||10169.00||22.00||1.00||676.00||3895.00||9515.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 3-D Design||223.00||324.00||935.00||665.00||173.00||2320.00||1482.00||2.90||1.05||5.00||41.00||300.00||1822.00||5.00||0.00||147.00||823.00||1497.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art Drawing||1681.00||2470.00||5043.00||3546.00||818.00||13558.00||9194.00||3.05||1.09||8.00||316.00||2506.00||10012.00||22.00||0.00||694.00||3964.00||9594.00&lt;br /&gt;
|-&lt;br /&gt;
| United States History||37110.00||66325.00||74153.00||87268.00||68706.00||333562.00||177588.00||2.75||1.29||354.00||27033.00||277343.00||17332.00||40.00||10.00||11450.00||151569.00||181993.00&lt;br /&gt;
|-&lt;br /&gt;
| World History||11461.00||17183.00||26616.00||24773.00||21942.00||101975.00||55260.00||2.72||1.28||4685.00||78011.00||10172.00||5561.00||19.00||4.00||3523.00||45716.00||56259.00&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution===&lt;br /&gt;
The table below contains the numbers and scores of US students taking different AP exams.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || rowspan=&amp;quot;2&amp;quot;|Examination Grade||colspan=&amp;quot;2&amp;quot;|Gender||colspan=&amp;quot;9&amp;quot;|Ethnic Group||rowspan=&amp;quot;2&amp;quot;|Total&lt;br /&gt;
|-&lt;br /&gt;
|Male||Female||Not Stated||American Indian||Asian||Black||Mexican American||Other||Other Hispanic||Puerto Rican||White&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Art History||5||730||1469||86||8||352||28||45||122||64||8||1486||2199&lt;br /&gt;
|-&lt;br /&gt;
| 4||1377||2763||160||14||670||74||138||223||213||18||2630||4140&lt;br /&gt;
|-&lt;br /&gt;
| 3||1614||3288||190||25||711||141||211||242||348||37||2997||4902&lt;br /&gt;
|-&lt;br /&gt;
| 2||1141||2332||124||16||511||145||223||163||291||35||1965||3473&lt;br /&gt;
|-&lt;br /&gt;
| 1||1296||2403||162||22||499||279||347||152||461||41||1736||3699&lt;br /&gt;
|-&lt;br /&gt;
| Total||6158||12255||722||85||2743||667||964||902||1377||139||10814||18413&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.85||2.88||2.84||2.65||2.95||2.14||2.29||3.00||2.37||2.40||3.02||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Biology||5||13617||13318||731||51||7032||398||317||1150||560||96||16600||26935&lt;br /&gt;
|-&lt;br /&gt;
| 4||13026||15463||771||100||5569||808||526||1223||726||132||18634||28489&lt;br /&gt;
|-&lt;br /&gt;
| 3||12717||17312||833||140||4954||1143||824||1177||988||182||19788||30029&lt;br /&gt;
|-&lt;br /&gt;
| 2||12309||20768||997||193||4740||2089||1555||1303||1481||272||20447||33077&lt;br /&gt;
|-&lt;br /&gt;
| 1||7354||15437||737||152||2920||3585||2174||893||1965||283||10082||22791&lt;br /&gt;
|-&lt;br /&gt;
| Total||59023||82298||4069||636||25215||8023||5396||5746||5720||965||85551||141321&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.22||2.88||2.94||2.54||3.36||2.05||2.12||3.08||2.38||2.47||3.13||3.03&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus AB||5||25366||16543||962||84||8008||512||617||1202||901||115||29508||41909&lt;br /&gt;
|-&lt;br /&gt;
| 4||20395||17916||897||110||6279||853||798||1178||947||135||27114||38311&lt;br /&gt;
|-&lt;br /&gt;
| 3||19533||19635||983||154||6015||1213||1298||1191||1216||180||26918||39168&lt;br /&gt;
|-&lt;br /&gt;
| 2||15484||16379||749||143||4744||1417||1445||1007||1231||172||20955||31863&lt;br /&gt;
|-&lt;br /&gt;
| 1||24230||29065||1438||332||6876||5334||4557||1563||3312||405||29478||53295&lt;br /&gt;
|-&lt;br /&gt;
| Total||105008||99538||5029||823||31922||9329||8715||6141||7607||1007||133973||204546&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.07||2.76||2.84||2.36||3.12||1.91||2.02||2.91||2.33||2.39||3.05||2.92&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus BC||5||17507||9396||654||53||8045||247||296||918||462||80||16148||26903&lt;br /&gt;
|-&lt;br /&gt;
| 4||6460||4771||268||25||2876||219||180||415||272||38||6938||11231&lt;br /&gt;
|-&lt;br /&gt;
| 3||6450||5410||276||25||2939||306||333||384||337||42||7218||11860&lt;br /&gt;
|-&lt;br /&gt;
| 2||2091||1944||104||18||965||138||146||138||128||17||2381||4035&lt;br /&gt;
|-&lt;br /&gt;
| 1||4382||4203||223||33||1969||494||442||323||393||30||4678||8585&lt;br /&gt;
|-&lt;br /&gt;
| Total||36890||25724||1525||154||16794||1404||1397||2178||1592||207||37363||62614&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.83||3.51||3.67||3.31||3.84||2.71||2.82||3.67||3.18||3.58||3.74||3.70&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chemistry||5||9090||4631||348||25||4372||153||104||486||204||35||7994||13721&lt;br /&gt;
|-&lt;br /&gt;
| 4||9620||6935||446||38||4151||316||207||572||322||53||10450||16555&lt;br /&gt;
|-&lt;br /&gt;
| 3||11583||9871||542||85||4371||569||432||823||552||97||13983||21454&lt;br /&gt;
|-&lt;br /&gt;
| 2||8607||8788||424||76||3034||689||499||599||559||99||11416||17395&lt;br /&gt;
|-&lt;br /&gt;
| 1||10549||13633||653||144||3535||2475||1701||945||1450||205||13074||24182&lt;br /&gt;
|-&lt;br /&gt;
| Total||49449||43858||2413||368||19463||4202||2943||3425||3087||489||56917||93307&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.55||2.76||2.25||3.14||1.81||1.82||2.72||2.12||2.21||2.80||2.77&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chinese Lang &amp;amp; Cultures||5||854||1118||77||.||1857||.||.||20||.||.||16||1972&lt;br /&gt;
|-&lt;br /&gt;
| 4||145||158||8||.||264||.||.||7||.||.||23||303&lt;br /&gt;
|-&lt;br /&gt;
| 3||65||48||11||.||76||3||.||3||.||.||19||113&lt;br /&gt;
|-&lt;br /&gt;
| 2||14||16||1||.||14||.||.||3||.||.||10||30&lt;br /&gt;
|-&lt;br /&gt;
| 1||17||25||.||.||18||2||.||1||.||.||16||42&lt;br /&gt;
|-&lt;br /&gt;
| Total||1095||1365||97||4||2229||5||4||34||3||.||84||2460&lt;br /&gt;
|-&lt;br /&gt;
| Mean||4.65||4.71||4.66||.||4.76||2.20||.||4.24||.||.||3.15||4.68&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science A||5||2386||396||51||6||717||25||25||102||51||12||1793||2782&lt;br /&gt;
|-&lt;br /&gt;
| 4||2810||491||81||8||782||56||60||124||91||14||2085||3301&lt;br /&gt;
|-&lt;br /&gt;
| 3||1726||375||48||12||485||46||51||73||61||12||1313||2101&lt;br /&gt;
|-&lt;br /&gt;
| 2||1119||261||25||6||296||41||43||59||50||11||849||1380&lt;br /&gt;
|-&lt;br /&gt;
| 1||3823||1142||144||22||1039||472||250||216||312||34||2476||4965&lt;br /&gt;
|-&lt;br /&gt;
| Total||11864||2665||349||54||3319||640||429||574||565||83||8516||14529&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.90||2.53||2.63||2.44||2.95||1.63||1.99||2.72||2.15||2.51||2.98||2.83&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science AB||5||1433||179||33||2||444||15||12||63||18||6||1019||1612&lt;br /&gt;
|-&lt;br /&gt;
| 4||831||129||10||2||247||10||17||31||14||3||626||960&lt;br /&gt;
|-&lt;br /&gt;
| 3||787||105||29||1||248||13||11||43||21||2||524||892&lt;br /&gt;
|-&lt;br /&gt;
| 2||401||53||18||2||128||10||3||16||14||2||261||454&lt;br /&gt;
|-&lt;br /&gt;
| 1||820||125||27||6||224||29||32||38||32||4||553||945&lt;br /&gt;
|-&lt;br /&gt;
| Total||4272||591||117||13||1291||77||75||191||99||17||2983||4863&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.39||3.31||3.03||2.38||3.43||2.64||2.65||3.34||2.72||3.29||3.43||3.38&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Macro||5||5037||2469||189||14||1819||68||111||278||189||20||4818||7506&lt;br /&gt;
|-&lt;br /&gt;
| 4||8373||5251||374||36||2698||279||303||495||505||47||8887||13624&lt;br /&gt;
|-&lt;br /&gt;
| 3||5234||4058||241||32||1644||313||360||341||409||44||5908||9292&lt;br /&gt;
|-&lt;br /&gt;
| 2||5146||4718||301||34||1617||402||542||364||529||75||6000||9864&lt;br /&gt;
|-&lt;br /&gt;
| 1||7212||9203||502||83||2015||1687||1746||586||1805||178||7813||16415&lt;br /&gt;
|-&lt;br /&gt;
| Total||31002||25699||1607||199||9793||2749||3062||2064||3437||364||33426||56701&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.50||2.66||2.32||3.07||1.78||1.85||2.77||2.05||2.05||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Micro||5||3697||1401||152||9||1261||44||49||193||78||10||3302||5098&lt;br /&gt;
|-&lt;br /&gt;
| 4||5791||3369||260||20||1871||177||175||340||249||32||6036||9160&lt;br /&gt;
|-&lt;br /&gt;
| 3||4012||3090||209||20||1242||226||209||264||249||47||4636||7102&lt;br /&gt;
|-&lt;br /&gt;
| 2||2654||2457||157||18||788||238||234||182||189||32||3273||5111&lt;br /&gt;
|-&lt;br /&gt;
| 1||3360||4115||247||26||950||960||635||266||619||132||3640||7475&lt;br /&gt;
|-&lt;br /&gt;
| Total||19514||14432||1025||93||6112||1645||1302||1245||1384||253||20887||33946&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.20||2.69||2.92||2.66||3.28||1.85||2.05||3.01||2.26||2.04||3.10||2.98&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lang &amp;amp; Composition||5||10163||15274||704||62||3680||402||333||1100||609||92||18455||25437&lt;br /&gt;
|-&lt;br /&gt;
| 4||19690||31194||1382||209||6156||1281||1189||2043||1592||231||36801||50884&lt;br /&gt;
|-&lt;br /&gt;
| 3||31986||55167||2391||476||9374||3941||3697||3206||3726||566||59776||87153&lt;br /&gt;
|-&lt;br /&gt;
| 2||29442||54801||2560||663||8342||7901||7949||3130||6296||804||46598||84243&lt;br /&gt;
|-&lt;br /&gt;
| 1||11540||18709||1035||300||2122||6162||4937||989||3997||342||10365||30249&lt;br /&gt;
|-&lt;br /&gt;
| Total||102821||175145||8072||1710||29674||19687||18105||10468||16220||2035||171995||277966&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.83||2.77||2.46||3.03||2.08||2.12||2.92||2.29||2.47||3.04||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lit &amp;amp; Composition||5||6482||13815||645||39||2628||264||237||871||365||72||15176||20297&lt;br /&gt;
|-&lt;br /&gt;
| 4||21394||39453||1737||213||6731||1413||1054||2151||1495||252||45801||60847&lt;br /&gt;
|-&lt;br /&gt;
| 3||35632||61469||2744||470||9489||4196||3090||3162||3487||644||69819||97101&lt;br /&gt;
|-&lt;br /&gt;
| 2||32099||56235||2574||651||8637||9177||6305||3068||5555||934||51433||88334&lt;br /&gt;
|-&lt;br /&gt;
| 1||10314||15424||855||254||2138||6879||3148||857||2974||357||8276||25738&lt;br /&gt;
|-&lt;br /&gt;
| Total||105921||186396||8555||1627||29623||21929||13834||10109||13876||2259||190505||292317&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.83||2.89||2.85||2.47||2.97||2.04||2.20||2.91||2.33||2.45||3.04||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Environmental Science||5||3313||2270||177||10||824||53||69||205||123||21||4101||5583&lt;br /&gt;
|-&lt;br /&gt;
| 4||6146||5798||365||36||1420||246||244||460||401||61||8711||11944&lt;br /&gt;
|-&lt;br /&gt;
| 3||4264||5029||285||35||1054||314||244||369||358||53||6581||9293&lt;br /&gt;
|-&lt;br /&gt;
| 2||3682||5421||300||50||973||416||323||336||479||61||6165||9103&lt;br /&gt;
|-&lt;br /&gt;
| 1||5464||10511||560||94||1593||1951||1072||644||1520||181||8360||15975&lt;br /&gt;
|-&lt;br /&gt;
| Total||22869||29029||1687||225||5864||2980||1952||2014||2881||377||33918||51898&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.45||2.58||2.19||2.81||1.67||1.93||2.63||2.00||2.15||2.82||2.65&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|European History||5||5633||4933||301||19||1662||109||120||425||262||29||7639||10566&lt;br /&gt;
|-&lt;br /&gt;
| 4||9106||8811||527||61||2481||304||275||753||508||78||12930||17917&lt;br /&gt;
|-&lt;br /&gt;
| 3||16137||18077||986||139||4169||939||881||1393||1098||181||24428||34214&lt;br /&gt;
|-&lt;br /&gt;
| 2||4661||6079||324||56||1271||438||408||401||455||74||7313||10740&lt;br /&gt;
|-&lt;br /&gt;
| 1||8737||13161||730||116||2377||1761||1557||927||1364||227||12839||21898&lt;br /&gt;
|-&lt;br /&gt;
| Total||44274||51061||2868||391||11960||3551||3241||3899||3687||589||65149||95335&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.73||2.77||2.52||2.98||2.03||2.07||2.83||2.42||2.33||2.93||2.84&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Language||5||701||1450||91||1||201||144||23||170||87||6||1428||2151&lt;br /&gt;
|-&lt;br /&gt;
| 4||884||2221||114||4||374||182||58||220||111||10||2032||3105&lt;br /&gt;
|-&lt;br /&gt;
| 3||1810||4237||193||10||783||302||180||298||273||7||4001||6047&lt;br /&gt;
|-&lt;br /&gt;
| 2||1161||2981||163||12||498||204||181||180||191||7||2706||4142&lt;br /&gt;
|-&lt;br /&gt;
| 1||1286||2924||134||12||466||300||329||188||308||25||2448||4210&lt;br /&gt;
|-&lt;br /&gt;
| Total||5842||13813||695||39||2322||1132||771||1056||970||55||12615||19655&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.73||2.81||2.23||2.72||2.70||2.05||3.00||2.46||2.36||2.78||2.74&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Literature||5||118||314||28||.||44||13||6||28||14||2||297||432&lt;br /&gt;
|-&lt;br /&gt;
| 4||114||319||16||.||53||23||4||24||11||2||300||433&lt;br /&gt;
|-&lt;br /&gt;
| 3||121||322||24||.||50||27||5||25||17||||294||443&lt;br /&gt;
|-&lt;br /&gt;
| 2||101||217||14||.||38||17||10||20||13||1||205||318&lt;br /&gt;
|-&lt;br /&gt;
| 1||85||166||7||.||24||17||3||12||20||1||167||251&lt;br /&gt;
|-&lt;br /&gt;
| Total||539||1338||89||1||209||97||28||109||75||6||1263||1877&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.15||3.30||3.49||.||3.26||2.98||3.00||3.33||2.81||3.50||3.28||3.25&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|German Language||5||464||510||39||2||48||18||1||44||13||1||808||974&lt;br /&gt;
|-&lt;br /&gt;
| 4||533||530||25||4||72||14||10||46||20||1||871||1063&lt;br /&gt;
|-&lt;br /&gt;
| 3||600||516||29||3||67||15||9||37||24||3||929||1116&lt;br /&gt;
|-&lt;br /&gt;
| 2||530||499||30||3||62||11||16||39||19||6||843||1029&lt;br /&gt;
|-&lt;br /&gt;
| 1||415||298||20||7||44||30||24||24||30||5||529||713&lt;br /&gt;
|-&lt;br /&gt;
| Total||2542||2353||143||19||293||88||60||190||106||16||3980||4895&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.19||3.23||2.53||3.06||2.76||2.13||3.25||2.69||2.19||3.15||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics Comp||5||1256||784||60||2||281||28||29||78||62||8||1492||2040&lt;br /&gt;
|-&lt;br /&gt;
| 4||1461||1057||92||11||340||47||50||106||77||11||1784||2518&lt;br /&gt;
|-&lt;br /&gt;
| 3||1488||1390||104||17||344||90||61||134||103||23||2002||2878&lt;br /&gt;
|-&lt;br /&gt;
| 2||1481||1456||85||10||322||156||81||148||127||17||1991||2937&lt;br /&gt;
|-&lt;br /&gt;
| 1||1072||1382||106||22||262||262||134||114||147||24||1383||2454&lt;br /&gt;
|-&lt;br /&gt;
| Total||6758||6069||447||62||1549||583||355||580||516||83||8652||12827&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.74||2.81||2.37||3.04||2.01||2.32||2.80||2.57||2.54||3.00||2.90&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics US||5||5392||4272||267||18||1341||127||138||359||186||25||7203||9664&lt;br /&gt;
|-&lt;br /&gt;
| 4||16375||13992||829||100||3901||580||624||1113||825||131||22264||30367&lt;br /&gt;
|-&lt;br /&gt;
| 3||21584||21509||1101||179||5304||1464||1385||1518||1544||242||30356||43093&lt;br /&gt;
|-&lt;br /&gt;
| 2||22468||28942||1483||279||6275||3227||3145||1925||2815||401||31860||51410&lt;br /&gt;
|-&lt;br /&gt;
| 1||9325||16487||757||160||2885||4032||3439||972||3194||304||10069||25812&lt;br /&gt;
|-&lt;br /&gt;
| Total||75144||85202||4437||736||19706||9430||8731||5887||8564||1103||101752||160346&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.81||2.54||2.63||2.37||2.72||1.89||1.96||2.65||2.07||2.25||2.85||2.67&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Human Geography||5||1765||1310||72||10||446||69||44||122||96||17||2199||3075&lt;br /&gt;
|-&lt;br /&gt;
| 4||2538||2491||145||16||639||184||89||187||228||22||3519||5029&lt;br /&gt;
|-&lt;br /&gt;
| 3||2929||3260||169||21||676||323||170||252||411||63||4104||6189&lt;br /&gt;
|-&lt;br /&gt;
| 2||2019||2627||140||24||448||386||210||176||350||60||2852||4646&lt;br /&gt;
|-&lt;br /&gt;
| 1||3614||5834||329||44||710||1843||645||385||949||196||4347||9448&lt;br /&gt;
|-&lt;br /&gt;
| Total||12865||15522||855||115||2919||2805||1158||1122||2034||358||17021||28387&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.41||2.40||2.34||2.88||1.66||1.86||2.54||2.10||1.89||2.79||2.56&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Italian Language||5||73||122||6||.||5||2||4||11||32||2||131||195&lt;br /&gt;
|-&lt;br /&gt;
| 4||61||127||8||.||2||2||9||8||41||1||117||188&lt;br /&gt;
|-&lt;br /&gt;
| 3||127||258||11||.||23||3||13||13||63||7||252||385&lt;br /&gt;
|-&lt;br /&gt;
| 2||114||214||12||.||16||5||7||12||41||5||230||328&lt;br /&gt;
|-&lt;br /&gt;
| 1||172||287||19||.||18||9||11||14||27||9||352||459&lt;br /&gt;
|-&lt;br /&gt;
| Total||547||1008||56||2||64||21||44||58||204||24||1082||1555&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.54||2.59||2.46||.||2.38||2.19||2.73||2.83||3.05||2.25||2.49||2.57&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Japanese Lang &amp;amp; Culture||5||210||226||18||.||351||1||||30||1||.||34||436&lt;br /&gt;
|-&lt;br /&gt;
| 4||63||66||6||.||79||1||1||5||2||.||34||129&lt;br /&gt;
|-&lt;br /&gt;
| 3||131||171||15||.||172||9||4||13||4||.||85||302&lt;br /&gt;
|-&lt;br /&gt;
| 2||68||79||4||.||67||7||1||13||1||.||54||147&lt;br /&gt;
|-&lt;br /&gt;
| 1||163||151||13||.||116||9||7||18||12||.||136||314&lt;br /&gt;
|-&lt;br /&gt;
| Total||635||693||56||1||785||27||13||79||20||4||343||1328&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.14||3.20||3.21||.||3.61||2.19||1.92||3.20||1.95||.||2.35||3.17&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Literature||5||239||265||18||1||92||10||3||22||7||2||349||504&lt;br /&gt;
|-&lt;br /&gt;
| 4||243||302||18||||83||17||3||27||3||1||393||545&lt;br /&gt;
|-&lt;br /&gt;
| 3||450||503||31||2||117||27||12||41||10||1||712||953&lt;br /&gt;
|-&lt;br /&gt;
| 2||276||332||23||3||60||21||11||22||7||.||461||608&lt;br /&gt;
|-&lt;br /&gt;
| 1||553||585||35||7||134||42||17||46||41||5||811||1138&lt;br /&gt;
|-&lt;br /&gt;
| Total||1761||1987||125||13||486||117||46||158||68||9||2726||3748&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.62||2.66||2.69||1.85||2.87||2.42||2.22||2.73||1.94||2.44||2.64||2.64&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Vergil||5||489||436||32||.||136||16||6||48||11||1||675||925&lt;br /&gt;
|-&lt;br /&gt;
| 4||512||393||36||4||109||15||6||42||12||4||677||905&lt;br /&gt;
|-&lt;br /&gt;
| 3||646||582||34||6||137||28||12||49||21||5||936||1228&lt;br /&gt;
|-&lt;br /&gt;
| 2||475||453||26||5||77||28||16||34||23||3||716||928&lt;br /&gt;
|-&lt;br /&gt;
| 1||449||471||40||8||66||32||26||28||22||1||697||920&lt;br /&gt;
|-&lt;br /&gt;
| Total||2571||2335||168||23||525||119||66||201||89||14||3701||4906&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.94||2.96||2.26||3.33||2.62||2.24||3.24||2.63||3.07||2.98||3.00&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Music Theory||5||1359||779||73||5||334||32||21||57||38||8||1570||2138&lt;br /&gt;
|-&lt;br /&gt;
| 4||1277||946||72||10||299||52||35||64||40||12||1639||2223&lt;br /&gt;
|-&lt;br /&gt;
| 3||1880||1482||86||20||380||102||67||104||126||32||2445||3362&lt;br /&gt;
|-&lt;br /&gt;
| 2||1886||1596||119||18||362||224||109||127||153||41||2329||3482&lt;br /&gt;
|-&lt;br /&gt;
| 1||1011||777||64||15||146||249||82||62||165||30||975||1788&lt;br /&gt;
|-&lt;br /&gt;
| Total||7413||5580||414||68||1521||659||314||414||522||123||8958||12993&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.88||2.93||2.59||3.21||2.08||2.38||2.82||2.30||2.41||3.06||2.96&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics B||5||6142||1856||203||20||2031||54||69||288||137||28||5168||7998&lt;br /&gt;
|-&lt;br /&gt;
| 4||6279||2507||235||27||1750||133||128||276||194||35||6008||8786&lt;br /&gt;
|-&lt;br /&gt;
| 3||9545||4884||406||42||2664||310||364||510||396||60||9677||14429&lt;br /&gt;
|-&lt;br /&gt;
| 2||6085||3896||257||43||1755||414||384||315||403||63||6347||9981&lt;br /&gt;
|-&lt;br /&gt;
| 1||6148||5293||340||74||1810||1137||1112||431||882||89||5566||11441&lt;br /&gt;
|-&lt;br /&gt;
| Total||34199||18436||1441||206||10010||2048||2057||1820||2012||275||32766||52635&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.55||2.79||2.40||3.04||1.81||1.86||2.82||2.16||2.45||2.97||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Elec &amp;amp; Magnet||5||2971||616||97||7||1107||28||23||120||59||5||2141||3587&lt;br /&gt;
|-&lt;br /&gt;
| 4||2143||622||70||13||755||40||31||101||59||9||1687||2765&lt;br /&gt;
|-&lt;br /&gt;
| 3||987||332||28||3||351||32||29||37||22||6||811||1319&lt;br /&gt;
|-&lt;br /&gt;
| 2||1339||503||61||5||425||47||34||56||48||8||1158||1842&lt;br /&gt;
|-&lt;br /&gt;
| 1||918||357||39||3||306||40||40||47||64||5||731||1275&lt;br /&gt;
|-&lt;br /&gt;
| Total||8358||2430||295||31||2944||187||157||361||252||33||6528||10788&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.59||3.26||3.42||3.52||3.66||2.83||2.76||3.53||3.00||3.03||3.51||3.51&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Mechanics||5||5252||1252||166||16||1894||45||52||207||107||18||3999||6504&lt;br /&gt;
|-&lt;br /&gt;
| 4||4847||1634||188||12||1490||74||76||218||138||26||4259||6481&lt;br /&gt;
|-&lt;br /&gt;
| 3||3789||1381||137||26||1034||106||102||157||134||19||3455||5170&lt;br /&gt;
|-&lt;br /&gt;
| 2||2478||1163||93||24||703||119||97||108||144||23||2330||3641&lt;br /&gt;
|-&lt;br /&gt;
| 1||2328||1430||109||20||771||270||230||136||226||25||1971||3758&lt;br /&gt;
|-&lt;br /&gt;
| Total||18694||6860||693||98||5892||614||557||826||749||111||16014||25554&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.44||3.02||3.30||2.80||3.51||2.19||2.32||3.31||2.67||2.90||3.37||3.33&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Psychology||5||7439||13750||589||59||3260||384||233||783||575||101||15205||21189&lt;br /&gt;
|-&lt;br /&gt;
| 4||10963||18770||844||125||3776||1064||545||1127||1110||184||20958||29733&lt;br /&gt;
|-&lt;br /&gt;
| 3||8488||14926||656||117||2645||1212||597||847||1008||183||16149||23414&lt;br /&gt;
|-&lt;br /&gt;
| 2||5378||10244||466||77||1664||1196||548||568||839||138||10126||15622&lt;br /&gt;
|-&lt;br /&gt;
| 1||7682||15958||818||124||2521||3665||1469||945||2098||283||11717||23640&lt;br /&gt;
|-&lt;br /&gt;
| Total||39950||73648||3373||502||13866||7521||3392||4270||5630||889||74155||113598&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.13||3.06||2.98||2.84||3.26||2.11||2.27||3.06||2.51||2.64||3.24||3.08&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Language||5||6585||13170||529||6||809||91||7237||416||6845||356||3466||19755&lt;br /&gt;
|-&lt;br /&gt;
| 4||8649||16516||790||22||1334||228||8890||543||6575||461||6322||25165&lt;br /&gt;
|-&lt;br /&gt;
| 3||6886||12473||598||32||1211||314||6239||468||4108||331||6058||19359&lt;br /&gt;
|-&lt;br /&gt;
| 2||6435||11365||580||43||1327||458||4785||483||3121||303||6700||17800&lt;br /&gt;
|-&lt;br /&gt;
| 1||7121||10879||642||56||1388||1210||3488||549||2397||274||7996||18000&lt;br /&gt;
|-&lt;br /&gt;
| Total||35676||64403||3139||159||6069||2301||30639||2459||23046||1725||30542||100079&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.03||3.15||2.99||2.24||2.81||1.93||3.38||2.92||3.54||3.19||2.69||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Literature||5||452||1057||47||1||78||9||413||40||536||17||368||1509&lt;br /&gt;
|-&lt;br /&gt;
| 4||946||2324||104||1||148||24||1283||65||1024||41||580||3270&lt;br /&gt;
|-&lt;br /&gt;
| 3||1309||2812||95||1||111||30||1929||69||1355||48||483||4121&lt;br /&gt;
|-&lt;br /&gt;
| 2||742||1520||57||2||48||17||1114||28||751||32||213||2262&lt;br /&gt;
|-&lt;br /&gt;
| 1||1415||2173||149||3||49||56||1676||53||1177||84||341||3588&lt;br /&gt;
|-&lt;br /&gt;
| Total||4864||9886||452||8||434||136||6415||255||4843||222||1985||14750&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.65||2.86||2.65||2.38||3.36||2.36||2.63||3.04||2.79||2.44||3.21||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Statistics||5||7099||4232||264||16||2675||92||98||342||152||31||7661||11331&lt;br /&gt;
|-&lt;br /&gt;
| 4||11470||9124||505||65||3697||335||265||583||445||67||14632||20594&lt;br /&gt;
|-&lt;br /&gt;
| 3||11984||12499||606||95||3668||645||520||751||697||97||17404||24483&lt;br /&gt;
|-&lt;br /&gt;
| 2||7526||9005||501||74||2228||748||543||529||640||100||11168||16531&lt;br /&gt;
|-&lt;br /&gt;
| 1||9864||13479||741||123||3142||2776||1516||833||1518||239||12455||23343&lt;br /&gt;
|-&lt;br /&gt;
| Total||47943||48339||2617||373||15410||4596||2942||3038||3452||534||63320||96282&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.97||2.62||2.64||2.40||3.03||1.74||1.94||2.69||2.15||2.16||2.90||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 2-D Design||5||471||959||41||8||172||41||30||57||66||11||1004||1430&lt;br /&gt;
|-&lt;br /&gt;
| 4||755||2012||110||10||275||95||82||104||149||16||1926||2767&lt;br /&gt;
|-&lt;br /&gt;
| 3||1267||3258||156||28||390||198||177||164||236||38||3138||4525&lt;br /&gt;
|-&lt;br /&gt;
| 2||1037||2526||146||32||271||215||164||154||208||37||2336||3563&lt;br /&gt;
|-&lt;br /&gt;
| 1||261||440||23||4||36||84||63||28||64||16||383||701&lt;br /&gt;
|-&lt;br /&gt;
| Total||3791||9195||476||82||1144||633||516||507||723||118||8787||12986&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.06||3.00||2.83||3.24||2.67||2.71||3.02||2.92||2.74||3.09||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 3-D Design||5||93||123||6||||14||7||9||3||10||2||165||216&lt;br /&gt;
|-&lt;br /&gt;
| 4||124||191||13||2||27||18||17||11||24||1||202||315&lt;br /&gt;
|-&lt;br /&gt;
| 3||304||615||37||7||69||34||44||50||58||3||617||919&lt;br /&gt;
|-&lt;br /&gt;
| 2||223||437||25||6||51||41||41||33||42||6||415||660&lt;br /&gt;
|-&lt;br /&gt;
| 1||68||103||1||1||18||22||14||10||15||||90||171&lt;br /&gt;
|-&lt;br /&gt;
| Total||812||1469||82||16||179||122||125||107||149||12||1489||2281&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.94||2.86||2.98||2.63||2.82||2.57||2.73||2.66||2.81||2.92||2.96||2.89&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art Drawing||5||424||1184||57||4||312||55||38||57||80||10||995||1608&lt;br /&gt;
|-&lt;br /&gt;
| 4||614||1762||73||10||350||87||94||84||128||21||1529||2376&lt;br /&gt;
|-&lt;br /&gt;
| 3||1407||3490||162||22||589||214||220||210||287||37||3156||4897&lt;br /&gt;
|-&lt;br /&gt;
| 2||1049||2362||144||23||315||257||234||150||201||31||2056||3411&lt;br /&gt;
|-&lt;br /&gt;
| 1||348||436||36||7||52||157||72||32||69||12||347||784&lt;br /&gt;
|-&lt;br /&gt;
| Total||3842||9234||472||66||1618||770||658||533||765||111||8083||13076&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.93||3.10||2.94||2.71||3.34||2.51||2.68||2.97||2.93||2.87||3.10||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|US History||5||19202||17597||1057||80||6010||611||524||1529||871||134||25983||36799&lt;br /&gt;
|-&lt;br /&gt;
| 4||32938||32925||1773||243||8289||1704||1493||2647||1752||315||47647||65863&lt;br /&gt;
|-&lt;br /&gt;
| 3||34953||38735||1968||339||7943||2938||2524||2697||2539||393||52347||73688&lt;br /&gt;
|-&lt;br /&gt;
| 2||37502||49139||2430||545||8607||5536||5110||3099||4078||650||56586||86641&lt;br /&gt;
|-&lt;br /&gt;
| 1||25869||42321||2118||540||6089||10268||8330||2446||6283||844||31272||68190&lt;br /&gt;
|-&lt;br /&gt;
| Total||150464||180717||9346||1747||36938||21057||17981||12418||15523||2336||213835||331181&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.64||2.70||2.30||2.99||1.90||1.93||2.82||2.15||2.25||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|World History||5||6296||4926||260||31||1921||244||168||526||299||51||7722||11222&lt;br /&gt;
|-&lt;br /&gt;
| 4||8766||8188||402||70||2570||591||451||726||577||84||11483||16954&lt;br /&gt;
|-&lt;br /&gt;
| 3||12593||13777||696||130||3841||1357||1067||1079||1301||215||16684||26370&lt;br /&gt;
|-&lt;br /&gt;
| 2||10102||14503||690||131||3166||1990||1754||1058||1714||249||13853||24605&lt;br /&gt;
|-&lt;br /&gt;
| 1||7472||14396||743||128||1951||3754||2939||807||2727||344||8475||21868&lt;br /&gt;
|-&lt;br /&gt;
| Total||45229||55790||2791||490||13449||7936||6379||4196||6618||943||58217||101019&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.55||2.55||2.48||2.95||1.94||1.93||2.79||2.09||2.20||2.93||2.71&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;6&amp;quot;|Number of Students at Each Grade Level||9/10||101538||124905||5760||935||30886||14085||17858||9133||15675||1879||130232||226443&lt;br /&gt;
|-&lt;br /&gt;
| 11||232003||309833||12672||2918||60620||34079||36140||19844||32393||4088||339082||541836&lt;br /&gt;
|-&lt;br /&gt;
| 12||263655||340942||13422||2986||66847||40389||31527||19353||32595||4974||392504||604597&lt;br /&gt;
|-&lt;br /&gt;
| &amp;lt;9||1198||1941||45||2||61||16||2041||44||762||5||163||3139&lt;br /&gt;
|-&lt;br /&gt;
| Not HS||25269||30885||9347||243||4091||4005||3941||1894||3949||496||28188||56154&lt;br /&gt;
|-&lt;br /&gt;
| Total||623663||808506||41246||7084||162505||92574||91507||50268||85374||11442||890169||1432169&lt;br /&gt;
|}&lt;br /&gt;
&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
The table below is a transformation of the 2007 USA AP Exam Score Distribution table above. The style of the table was reformatted and the data was changed by adding 1 to the numbers and then taking a logarithm of result ({\log_10(data+1)\}. The missing data present in the previous table have been substituted with zeroes.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| Examination_Grade||Discipline||Sex||Not_Stated||American_Indian||Asian||Black||Mexican_American||Other||Other_Hispanic||Puerto_Rican||White||Total&lt;br /&gt;
|-&lt;br /&gt;
| 5||Art_History||Male||1.44715803||0||2.12057393||0.77815125||1.30103||1.54406804||1.43136376||0.77815125||2.68484536||2.86391738&lt;br /&gt;
|-&lt;br /&gt;
| 4||Art_History||Male||1.68124124||0.77815125||2.39093511||1.36172784||1.75587486||1.88081359||1.93951925||0.84509804||2.92220628||3.13924922&lt;br /&gt;
|-&lt;br /&gt;
| 3||Art_History||Male||1.86332286||0.95424251||2.42813479||1.60205999||1.90848502||1.96378783||2.07554696||1||2.96894968||3.20817253&lt;br /&gt;
|-&lt;br /&gt;
| 2||Art_History||Male||1.56820172||0.47712125||2.32014629||1.70757018||1.8920946||1.71600334||2.05690485||1.14612804||2.77232171||3.0576661&lt;br /&gt;
|-&lt;br /&gt;
| 1||Art_History||Male||1.86923172||0.69897||2.30535137||1.95904139||2.12385164||1.73239376||2.18469143||1.25527251||2.75966784||3.11293998&lt;br /&gt;
|-&lt;br /&gt;
| 5||Biology||Male||2.57170883||1.41497335||3.54924856||2.21484385||2.29225607||2.76715587||2.48429984||1.73239376||3.92329584||4.13411333&lt;br /&gt;
|-&lt;br /&gt;
| 4||Biology||Male||2.5797836||1.69897||3.42520805||2.49136169||2.44090908||2.7458552||2.5728716||1.76342799||3.92262167||4.11484441&lt;br /&gt;
|-&lt;br /&gt;
| 3||Biology||Male||2.55870857||1.8260748||3.33865567||2.61384182||2.61172331||2.69983773||2.63548375||1.93449845||3.91787296||4.10441882&lt;br /&gt;
|-&lt;br /&gt;
| 2||Biology||Male||2.61172331||1.88649073||3.2929203||2.82151353||2.83186977||2.67209786||2.76492298||2.06445799||3.8668188||4.09025805&lt;br /&gt;
|-&lt;br /&gt;
| 1||Biology||Male||2.46686762||1.73239376||3.03862016||3.01494035||2.8585372||2.48713838||2.78887512||1.91907809||3.4998245||3.86658268&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_AB||Male||2.77887447||1.8260748||3.65176245||2.45024911||2.62324929||2.84385542||2.74741181||1.89762709||4.25968942||4.40426911&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_AB||Male||2.71011737||1.81291336||3.50528567||2.63748973||2.66370093||2.76566855||2.71850169||1.86332286||4.16289284||4.309545&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_AB||Male||2.71432976||1.8920946||3.45438747||2.72672721||2.85308953||2.75739603||2.80821097||1.97312785||4.13174695||4.29079118&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_AB||Male||2.58433122||1.90848502||3.35372394||2.74818803||2.86332286||2.68124124||2.77670118||1.88649073||4.01389006||4.18991121&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_AB||Male||2.84941941||2.17026172||3.50365452||3.29380436||3.30578115||2.83058867||3.14860265||2.30319606||4.14363924||4.38437134&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_BC||Male||2.63144377||1.60205999||3.69019608||2.17318627||2.32633586||2.75511227||2.52113808||1.76342799||4.03454825||4.24323654&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_BC||Male||2.18469143||1.30103||3.18723862||2.06069784||2.06069784||2.38560627||2.26245109||1.39794001||3.61023418||3.81029974&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_BC||Male||2.22530928||1.23044892||3.18695634||2.18469143||2.30535137||2.35024802||2.29885308||1.32221929||3.59516541||3.80962704&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_BC||Male||1.75587486||1.11394335||2.67851838||1.81291336||1.93951925||1.80617997||1.8260748||1||3.10037055||3.32056168&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_BC||Male||2.06818586||1.20411998||3.00603795||2.30963017||2.35410844||2.19589965||2.30749604||1.32221929||3.38614211||3.64177147&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chemistry||Male||2.34830486||1.20411998||3.42028588||1.98677173||1.85125835||2.52504481||2.13672057||1.32221929||3.74562122||3.95861166&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chemistry||Male||2.43933269||1.41497335||3.35063561||2.22010809||2.15836249||2.51982799||2.29446623||1.54406804||3.79330135||3.98322021&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chemistry||Male||2.45484486||1.73239376||3.34183006||2.42813479||2.39967372||2.62117628||2.47275645||1.72427587||3.89036512||4.06385855&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chemistry||Male||2.34242268||1.65321251||3.16465022||2.42975228||2.40483372||2.4440448||2.42813479||1.71600334||3.76110054||3.93490226&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chemistry||Male||2.49554434||1.83884909||3.20139712||2.95808585||2.89652622||2.60852603||2.78746047||1.91381385||3.76260355||4.02325246&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chinese_Lang._&amp;amp;_Cultures||Male||1.66275783||0||2.89762709||0||0||0.95424251||0||0||1.11394335||2.93196611&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chinese_Lang._&amp;amp;_Cultures||Male||0.69897||0||2.11058971||0||0||0.60205999||0||0||1.04139269||2.16435286&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chinese_Lang._&amp;amp;_Cultures||Male||0.69897||0||1.66275783||0||0||0.47712125||0||0||1.11394335||1.81954394&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chinese_Lang._&amp;amp;_Cultures||Male||0.30103||0||0.90308999||0||0||0.47712125||0||0||0.60205999||1.17609126&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chinese_Lang._&amp;amp;_Cultures||Male||0||0||0.95424251||0||0||0.30103||0||0||0.90308999||1.25527251&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_A||Male||1.65321251||0.69897||2.74973632||1.36172784||1.36172784||1.94939001||1.65321251||1.11394335||3.20139712||3.37785242&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_A||Male||1.87506126||0.84509804||2.77451697||1.68124124||1.74036269||2.0374265||1.88649073||1.14612804||3.26458173||3.44886085&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_A||Male||1.62324929||1.11394335||2.55870857||1.53147892||1.62324929||1.79934055||1.69019608||1||3.04921802||3.23729234&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_A||Male||1.36172784||0.77815125||2.32428246||1.50514998||1.44715803||1.66275783||1.62324929||1||2.86332286||3.04921802&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_A||Male||2.01703334||1.30103||2.87448182||2.48429984||2.25527251||2.20682588||2.35218252||1.462398||3.31365635||3.58251788&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_AB||Male||1.47712125||0.47712125||2.57054294||1.14612804||1.07918125||1.72427587||1.17609126||0.84509804||2.97127585||3.15654915&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_AB||Male||1||0.47712125||2.30103||0.95424251||1.17609126||1.43136376||1.04139269||0.60205999||2.74896286||2.92012333&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_AB||Male||1.462398||0.30103||2.30103||1.07918125||1||1.5797836||1.2787536||0.47712125||2.68394713||2.89652622&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_AB||Male||1.17609126||0.47712125||2.0374265||1||0.47712125||1.17609126||1.07918125||0.30103||2.38201704||2.60422605&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_AB||Male||1.41497335||0.77815125||2.25285303||1.41497335||1.44715803||1.53147892||1.462398||0.60205999||2.69635639||2.91434316&lt;br /&gt;
|-&lt;br /&gt;
| 5||Economics_Macro||Male||2.12057393||1.04139269||3.0374265||1.66275783||1.89762709||2.26481782||2.1430148||1.11394335||3.52530401||3.70225816&lt;br /&gt;
|-&lt;br /&gt;
| 4||Economics_Macro||Male||2.36548798||1.462398||3.19284612||2.14921911||2.24054925||2.46686762||2.50105926||1.51851394||3.74849813||3.92293296&lt;br /&gt;
|-&lt;br /&gt;
| 3||Economics_Macro||Male||2.13353891||1.32221929||2.92941893||2.161368||2.32633586||2.2764618||2.39269695||1.2787536||3.53453376||3.71891669&lt;br /&gt;
|-&lt;br /&gt;
| 2||Economics_Macro||Male||2.21748394||1.2787536||2.920645||2.28103337||2.4345689||2.2787536||2.42160393||1.54406804||3.50324577||3.71155417&lt;br /&gt;
|-&lt;br /&gt;
| 1||Economics_Macro||Male||2.38021124||1.63346846||2.97358962||2.79448805||2.87794695||2.40483372||2.84571802||1.92941893||3.5537617||3.85811593&lt;br /&gt;
|-&lt;br /&gt;
| 5||Economics_Micro||Male||2.0374265||1||2.91487182||1.47712125||1.60205999||2.17026172||1.79239169||0.90308999||3.39392601||3.56796691&lt;br /&gt;
|-&lt;br /&gt;
| 4||Economics_Micro||Male||2.20951501||1.23044892||3.03582983||1.97312785||2.04532298||2.33041377||2.23299611||1.32221929||3.593729||3.76282855&lt;br /&gt;
|-&lt;br /&gt;
| 3||Economics_Micro||Male||2.10380372||1.07918125||2.80550086||2.04532298||2.04921802||2.14921911||2.21748394||1.39794001||3.4295908||3.60346916&lt;br /&gt;
|-&lt;br /&gt;
| 2||Economics_Micro||Male||1.92427929||1||2.60530505||2.06445799||2.04921802||1.96848295||2.00860017||1.20411998||3.23729234||3.42406453&lt;br /&gt;
|-&lt;br /&gt;
| 1||Economics_Micro||Male||2.08278537||0.95424251||2.64147411||2.5563025||2.45636603||2.10037055||2.45331834||1.78532984||3.22634209||3.52646851&lt;br /&gt;
|-&lt;br /&gt;
| 5||English_Lang._&amp;amp;_Composition||Male||2.48429984||1.41497335||3.19368103||2.16731733||2.12057393||2.61384182||2.36921586||1.5563025||3.86445175||4.00706466&lt;br /&gt;
|-&lt;br /&gt;
| 4||English_Lang._&amp;amp;_Composition||Male||2.75511227||1.92941893||3.40823997||2.63144377||2.68752896||2.86981821||2.77158748||1.89762709||4.15103258||4.29426777&lt;br /&gt;
|-&lt;br /&gt;
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| 2||English_Lit._&amp;amp;_Composition||Male||3.01029996||2.34044411||3.55047296||3.40500467||3.35812529||3.03181227||3.27207379||2.48429984||4.28418249||4.50650503&lt;br /&gt;
|-&lt;br /&gt;
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| 3||Environmental_Science||Male||2.12385164||1.2787536||2.70757018||2.17609126||2.06818586||2.2380461||2.2787536||1.36172784||3.47099817||3.62991904&lt;br /&gt;
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| 2||Environmental_Science||Male||2.15228834||1.2787536||2.62324929||2.24054925||2.13672057||2.15533604||2.32428246||1.41497335||3.38363587||3.56620172&lt;br /&gt;
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| 1||Environmental_Science||Male||2.34439227||1.5563025||2.78103694||2.8162413||2.56110138||2.33243846||2.69548168||1.77815125||3.45055701||3.73759017&lt;br /&gt;
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| 1||European_History||Male||2.47712125||1.69019608||2.97680834||2.78461729||2.77524626||2.50105926||2.72754126||1.96378783||3.7243578||3.94141204&lt;br /&gt;
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| 2||French:_Language||Male||1.74036269||0.90308999||2.18752072||1.78532984||1.75587486||1.66275783||1.72427587||0.30103||2.86569606||3.06520613&lt;br /&gt;
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| 1||French:_Language||Male||1.69019608||0.77815125||2.20139712||1.95424251||1.97312785||1.70757018||2||0.95424251||2.86746749||3.10957855&lt;br /&gt;
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| 4||French:_Literature||Male||0.77815125||0||1.04139269||0.84509804||0.47712125||1||0.69897||0||1.8920946||2.06069784&lt;br /&gt;
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| 2||French:_Literature||Male||0.90308999||0||1.14612804||1||0.77815125||0.69897||0.60205999||0||1.77815125||2.00860017&lt;br /&gt;
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| 2||Government_Politics_Comp.||Male||1.69019608||0.77815125||2.2121876||1.78532984||1.56820172||1.77815125||1.74818803||1||3.02036128||3.1708482&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 2||Italian_Language||Male||0.30103||0||0.95424251||0.47712125||0.30103||0.69897||1.11394335||0.60205999||1.92427929||2.06069784&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 3||Japanese_Lang._&amp;amp;_Culture||Male||0.90308999||0||1.8260748||0.69897||0.47712125||0.69897||0.30103||0||1.68124124||2.12057393&lt;br /&gt;
|-&lt;br /&gt;
| 2||Japanese_Lang._&amp;amp;_Culture||Male||0.47712125||0||1.49136169||0.60205999||0||0.84509804||0.30103||0||1.43136376||1.83884909&lt;br /&gt;
|-&lt;br /&gt;
| 1||Japanese_Lang._&amp;amp;_Culture||Male||1||0||1.68124124||0.84509804||0.77815125||1.07918125||0.90308999||0||1.88649073||2.21484385&lt;br /&gt;
|-&lt;br /&gt;
| 5||Latin:_Literature||Male||1.04139269||0||1.68124124||0.30103||0.30103||1||0.60205999||0.30103||2.22530928||2.38021124&lt;br /&gt;
|-&lt;br /&gt;
| 4||Latin:_Literature||Male||1||0||1.53147892||0.84509804||0.47712125||1.14612804||0.30103||0||2.25527251||2.38738983&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Literature||Male||1.17609126||0||1.72427587||1.14612804||0.95424251||1.2787536||0.60205999||0||2.53529412||2.65417654&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Literature||Male||1||0||1.44715803||0.95424251||0.60205999||1.07918125||0.60205999||0||2.33445375||2.44247977&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Literature||Male||1.30103||0.69897||1.76342799||1.30103||0.95424251||1.30103||1.17609126||0.60205999||2.61384182||2.74350976&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
| 4||Latin:_Vergil||Male||1.2787536||0.60205999||1.65321251||0.84509804||0.84509804||1.38021124||0.90308999||0.47712125||2.60638137||2.71011737&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Vergil||Male||1.11394335||0.47712125||1.8573325||1.20411998||0.60205999||1.34242268||1||0.30103||2.71011737||2.81090428&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Vergil||Male||1.25527251||0.30103||1.60205999||0.95424251||0.90308999||1.17609126||1.11394335||0.30103||2.57634135||2.67760695&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Vergil||Male||1.34242268||0.69897||1.462398||1.17609126||1.17609126||1.17609126||0.95424251||0.30103||2.5390761||2.65321251&lt;br /&gt;
|-&lt;br /&gt;
| 5||Music_Theory||Male||1.73239376||0.77815125||2.2380461||1.34242268||1.17609126||1.54406804||1.43136376||0.90308999||3.01199311||3.13353891&lt;br /&gt;
|-&lt;br /&gt;
| 4||Music_Theory||Male||1.5797836||0.95424251||2.13353891||1.56820172||1.462398||1.61278386||1.41497335||1.04139269||2.98181861||3.10653085&lt;br /&gt;
|-&lt;br /&gt;
| 3||Music_Theory||Male||1.70757018||1.11394335||2.26007139||1.80617997||1.69897||1.77815125||1.84509804||1.34242268||3.13893394||3.2743888&lt;br /&gt;
|-&lt;br /&gt;
| 2||Music_Theory||Male||1.90308999||0.90308999||2.19865709||2.04139269||1.86923172||1.72427587||1.95904139||1.41497335||3.11226977||3.2757719&lt;br /&gt;
|-&lt;br /&gt;
| 1||Music_Theory||Male||1.62324929||1.07918125||1.88649073||2.09691001||1.71600334||1.61278386||1.97312785||1.20411998||2.74896286||3.00518051&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_B||Male||2.20139712||1.30103||3.15715444||1.66275783||1.75587486||2.35218252||2.04532298||1.36172784||3.61002102||3.78838052&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_B||Male||2.24797327||1.32221929||3.03862016||1.96378783||2.01703334||2.26481782||2.19865709||1.47712125||3.64630568||3.79795964&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_B||Male||2.42160393||1.462398||3.20167018||2.29885308||2.39967372||2.52374647||2.43616265||1.50514998||3.81829189||3.97982143&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_B||Male||2.19865709||1.53147892||3.00475116||2.34044411||2.40654018||2.27415785||2.41161971||1.59106461||3.59461351||3.78433195&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_B||Male||2.27184161||1.53147892||2.98677173||2.71349054||2.78461729||2.34635297||2.64246452||1.73239376||3.49485002||3.78880449&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.89762709||0.84509804||2.9380191||1.38021124||1.32221929||2.03342376||1.71600334||0.60205999||3.25959388||3.47304881&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.76342799||1||2.74896286||1.49136169||1.462398||1.83250891||1.67209786||0.95424251||3.12678058||3.33122478&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.30103||0.47712125||2.40140054||1.47712125||1.41497335||1.41497335||1.25527251||0.69897||2.78958071||2.99475694&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.66275783||0.69897||2.47421626||1.54406804||1.44715803||1.65321251||1.5563025||0.90308999||2.92788341||3.1271048&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Elec._&amp;amp;_Magnet.||Male||1.51851394||0||2.32633586||1.47712125||1.462398||1.56820172||1.71600334||0.69897||2.72263392||2.96331551&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Mechanics||Male||2.11058971||1.20411998||3.16106839||1.56820172||1.68124124||2.23299611||1.94939001||1.23044892||3.51917146||3.7204074&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Mechanics||Male||2.15228834||1.04139269||3.0187005||1.73239376||1.79239169||2.1903317||2.04921802||1.30103||3.5126844||3.68556261&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Mechanics||Male||1.99122608||1.2787536||2.8350561||1.89762709||1.89762709||2.06818586||2.0211893||1.23044892||3.41497335||3.57863921&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Mechanics||Male||1.81291336||1.11394335||2.66181269||1.91381385||1.79239169||1.81954394||1.99563519||1.2787536||3.21005085||3.39427653&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Mechanics||Male||1.8573325||1||2.65705585||2.1430148||2.14921911||1.95904139||2.13987909||1.32221929||3.10414555||3.36716949&lt;br /&gt;
|-&lt;br /&gt;
| 5||Psychology||Male||2.37657696||1.43136376||3.09025805||2.07188201||1.99122608||2.44870632||2.32014629||1.47712125||3.71733758||3.87157294&lt;br /&gt;
|-&lt;br /&gt;
| 4||Psychology||Male||2.51587384||1.5563025||3.18184359||2.5132176||2.30103||2.6009729||2.61489722||1.83250891||3.88553083||4.03996903&lt;br /&gt;
|-&lt;br /&gt;
| 3||Psychology||Male||2.43136376||1.66275783||3.0322157||2.56110138||2.34830486||2.47129171||2.5378191||1.77085201||3.76469906||3.92885653&lt;br /&gt;
|-&lt;br /&gt;
| 2||Psychology||Male||2.22271647||1.53147892||2.8350561||2.55870857||2.25767857||2.33243846||2.42651126||1.72427587||3.53453376||3.73070154&lt;br /&gt;
|-&lt;br /&gt;
| 1||Psychology||Male||2.50242712||1.65321251||3.00603795||3.00475116||2.64048144||2.48429984||2.79726754||1.91381385||3.58568628||3.88553083&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Language||Male||2.26717173||0.60205999||2.45484486||1.43136376||3.38327665||2.14612804||3.34222523||2.06069784||3.08707121||3.81862173&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Language||Male||2.43136376||0.90308999||2.6580114||1.84509804||3.49679132||2.24551267||3.34222523||2.161368||3.34163234||3.93701611&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Language||Male||2.30749604||1.11394335||2.64933486||1.90848502||3.37199091||2.1931246||3.15442397||2.07554696||3.32118403||3.83803008&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Language||Male||2.33243846||1.25527251||2.68574174||2.04532298||3.28103337||2.1430148||3.06370856||2.06445799||3.36021461||3.80861604&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Language||Male||2.44870632||1.38021124||2.7176705||2.51188336||3.2250507||2.28103337||2.99387691||2.02938378||3.47928732||3.85260197&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Literature||Male||1.36172784||0||1.36172784||0.60205999||2.11058971||1.11394335||2.161368||0.60205999||2.07554696||2.6560982&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Literature||Male||1.41497335||0.30103||1.75587486||0.77815125||2.57518784||1.34242268||2.45024911||1.07918125||2.23552845||2.97634998&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Literature||Male||1.32221929||0.30103||1.65321251||0.95424251||2.79795964||1.43136376||2.62221402||1.17609126||2.18184359||3.1172713&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Literature||Male||1.25527251||0||1.30103||0.77815125||2.57170883||0.95424251||2.34242268||1.07918125||1.96378783||2.87098881&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Literature||Male||1.81291336||0.30103||1.34242268||1.32221929||2.83947805||1.34242268||2.62736586||1.34242268||2.1903317||3.15106325&lt;br /&gt;
|-&lt;br /&gt;
| 5||Statistics||Male||2.2121876||1.07918125||3.21510858||1.71600334||1.76342799||2.35602586||2.01703334||1.34242268||3.68385721||3.85125835&lt;br /&gt;
|-&lt;br /&gt;
| 4||Statistics||Male||2.45484486||1.67209786||3.31993844||2.1931246||2.20411998||2.50242712||2.40654018||1.56820172||3.91019737||4.05960128&lt;br /&gt;
|-&lt;br /&gt;
| 3||Statistics||Male||2.49554434||1.69897||3.26834391||2.44870632||2.43616265||2.56584782||2.57403127||1.62324929||3.92613657||4.07863804&lt;br /&gt;
|-&lt;br /&gt;
| 2||Statistics||Male||2.37474835||1.56820172||3.0322157||2.50514998||2.40993312||2.38381537||2.462398||1.70757018||3.70104963||3.87662192&lt;br /&gt;
|-&lt;br /&gt;
| 1||Statistics||Male||2.55022835||1.73239376||3.16790781||3.02325246||2.79726754||2.5575072||2.78031731||2.04532298||3.71891669||3.99409709&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_2-D_Design||Male||1.17609126||0.30103||1.67209786||1.20411998||1.23044892||1.38021124||1.51851394||0.47712125||2.50920252||2.673942&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_2-D_Design||Male||1.5563025||0.90308999||1.90848502||1.60205999||1.53147892||1.43136376||1.62324929||0.90308999||2.68841982||2.8785218&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_2-D_Design||Male||1.71600334||1||1.96848295||1.97772361||1.8260748||1.56820172||1.8573325||1.20411998||2.92116605||3.10311925&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_2-D_Design||Male||1.68124124||1.14612804||1.8920946||1.97772361||1.81291336||1.53147892||1.92427929||1.17609126||2.78746047||3.01619735&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_2-D_Design||Male||1.07918125||0.47712125||1.23044892||1.56820172||1.38021124||1.11394335||1.462398||0.77815125||2.11058971||2.41830129&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_3-D_Design||Male||0.47712125||0||0.47712125||0.47712125||0.47712125||0.47712125||0.90308999||0||1.88649073||1.97312785&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_3-D_Design||Male||0.84509804||0.30103||1||0.77815125||0.95424251||0.30103||1.11394335||0.30103||1.91381385||2.09691001&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_3-D_Design||Male||1.20411998||0||1.25527251||0.95424251||1.38021124||1.20411998||1.30103||0||2.31806333||2.48429984&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_3-D_Design||Male||1.04139269||0.47712125||1.20411998||1.17609126||1.32221929||1.11394335||1.23044892||0.47712125||2.12385164||2.35024802&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_3-D_Design||Male||0.30103||0||1||0.77815125||1||0.90308999||0.95424251||0||1.47712125||1.83884909&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_Drawing||Male||1.25527251||0||1.74818803||1.462398||1.20411998||1.30103||1.50514998||0.84509804||2.40483372||2.62838893&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_Drawing||Male||1.25527251||0.69897||1.95424251||1.56820172||1.67209786||1.25527251||1.69019608||0.69897||2.54900326||2.78887512&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_Drawing||Male||1.74036269||1||2.17609126||2.02938378||1.99563519||1.78532984||1.98677173||1.34242268||2.91115761||3.14860265&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_Drawing||Male||1.70757018||0.95424251||2.0211893||2.06818586||2.02938378||1.60205999||1.90848502||0.95424251||2.73158877||3.0211893&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_Drawing||Male||1.30103||0.84509804||1.462398||1.86923172||1.61278386||1.20411998||1.54406804||0.95424251||2.10037055||2.54282543&lt;br /&gt;
|-&lt;br /&gt;
| 5||US_History||Male||2.75281643||1.72427587||3.47914325||2.4456042||2.45939249||2.89320675||2.65224634||1.83250891||4.1371008||4.28336908&lt;br /&gt;
|-&lt;br /&gt;
| 4||US_History||Male||2.95085146||2.13987909||3.60390183||2.83821922||2.90091307||3.09864373||2.96047078||2.14921911||4.38210714||4.51771041&lt;br /&gt;
|-&lt;br /&gt;
| 3||US_History||Male||2.98497713||2.17026172||3.58263144||3.04766419||3.07664044||3.07261748||3.06929801||2.24054925||4.40114196||4.54349688&lt;br /&gt;
|-&lt;br /&gt;
| 2||US_History||Male||3.03901732||2.35218252||3.58500928||3.30384377||3.35602586||3.10687054||3.25139485||2.43775056||4.39315386||4.57406601&lt;br /&gt;
|-&lt;br /&gt;
| 1||US_History||Male||2.93449845||2.30103||3.39984671||3.550106||3.50704587||2.94939001||3.34004732||2.49831055||4.08461202||4.41279643&lt;br /&gt;
|-&lt;br /&gt;
| 5||World_History||Male||2.15533604||1.34242268||3.02530587||2.0211893||2.0374265||2.46389299||2.2380461||1.51851394||3.64038204||3.79913369&lt;br /&gt;
|-&lt;br /&gt;
| 4||World_History||Male||2.34635297||1.54406804||3.11025292||2.39619935||2.42813479||2.54530712||2.4578819||1.64345268||3.78031731||3.94285101&lt;br /&gt;
|-&lt;br /&gt;
| 3||World_History||Male||2.55022835||1.86332286||3.25671775||2.73078228||2.75050839||2.68033551||2.78103694||2.02530587||3.90730385||4.10016369&lt;br /&gt;
|-&lt;br /&gt;
| 2||World_History||Male||2.48144263||1.68124124||3.1271048||2.89817648||2.90579588||2.5774918||2.87448182||2.04532298||3.74710093||4.00445035&lt;br /&gt;
|-&lt;br /&gt;
| 1||World_History||Male||2.45024911||1.69019608||2.83695674||3.08707121||3.03582983||2.41497335||2.97220284||2.13672057||3.45024911||3.87349498&lt;br /&gt;
|-&lt;br /&gt;
| 5||Art_History||Female||1.77815125||0.95424251||2.34635297||1.38021124||1.43136376||1.94939001||1.59106461||0.60205999||3.00173371||3.16731733&lt;br /&gt;
|-&lt;br /&gt;
| 4||Art_History||Female||2.05690485||1||2.6294096||1.72427587||1.91907809||2.17318627||2.10720997||1.11394335||3.25430633||3.44153804&lt;br /&gt;
|-&lt;br /&gt;
| 3||Art_History||Female||2.07554696||1.25527251||2.64836001||2.01283722||2.12057393||2.18184359||2.36361198||1.462398||3.31555053||3.51706387&lt;br /&gt;
|-&lt;br /&gt;
| 2||Art_History||Female||1.94939001||1.17609126||2.48287358||1.98227123||2.16731733||2.05307844||2.25285303||1.36172784||3.1383027||3.36791474&lt;br /&gt;
|-&lt;br /&gt;
| 1||Art_History||Female||1.95424251||1.2787536||2.47567119||2.2787536||2.33445375||2||2.49136169||1.39794001||3.06557971||3.38093446&lt;br /&gt;
|-&lt;br /&gt;
| 5||Biology||Female||2.5563025||1.43136376||3.54307424||2.372912||2.08990511||2.75358306||2.40993312||1.64345268||3.91492465||4.12447162&lt;br /&gt;
|-&lt;br /&gt;
| 4||Biology||Female||2.59439255||1.71600334||3.46374372||2.69897||2.40140054||2.82477646||2.54900326||1.88081359||4.01148586||4.18932184&lt;br /&gt;
|-&lt;br /&gt;
| 3||Biology||Female||2.67486114||1.87506126||3.44326299||2.86569606||2.62013605||2.83122969||2.7466342||1.99122608||4.0611885||4.23837233&lt;br /&gt;
|-&lt;br /&gt;
| 2||Biology||Female||2.77085201||2.07188201||3.44388855||3.15472821||2.94349452||2.92168648||2.95472479||2.19865709||4.11693965||4.31741559&lt;br /&gt;
|-&lt;br /&gt;
| 1||Biology||Female||2.64933486||2||3.26221371||3.40688067||3.16256441||2.76937733||3.13097669||2.30535137||3.84029433||4.18859104&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_AB||Female||2.55990663||1.2787536||3.54715912||2.36548798||2.29885308||2.70415052||2.53655844||1.5797836||4.05407656||4.21864052&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_AB||Female||2.5865873||1.67209786||3.48855072||2.6242821||2.5301997||2.77597433||2.6294096||1.80617997||4.09916249||4.25326529&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_AB||Female||2.66931688||1.8920946||3.50105926||2.83378437||2.7686381||2.7930916||2.75966784||1.94448267||4.12632626||4.29305302&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_AB||Female||2.56466606||1.80617997||3.39585038||2.93399316||2.85551916||2.72345567||2.80277373||1.98677173||4.02661497||4.2143139&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_AB||Female||2.86510397||2.26951294||3.56690866||3.52750101||3.40432047||2.94841297||3.2801229||2.31386722||4.19200959||4.46338527&lt;br /&gt;
|-&lt;br /&gt;
| 5||Calculus_BC||Female||2.35793485||1.17609126||3.49789674||2||1.93449845||2.54530712||2.12057393||1.38021124||3.72607487||3.97298923&lt;br /&gt;
|-&lt;br /&gt;
| 4||Calculus_BC||Female||2.06818586||0.84509804||3.12678058||2.02530587||1.8260748||2.24054925||1.95904139||1.17609126||3.45697301||3.67870043&lt;br /&gt;
|-&lt;br /&gt;
| 3||Calculus_BC||Female||2.04139269||1||3.14705767||2.1903317||2.12385164||2.20951501||2.14612804||1.36172784||3.51627088||3.73327753&lt;br /&gt;
|-&lt;br /&gt;
| 2||Calculus_BC||Female||1.69019608||0.84509804||2.69019608||1.87506126||1.78532984||1.88081359||1.79934055||0.95424251||3.05037976||3.28891961&lt;br /&gt;
|-&lt;br /&gt;
| 1||Calculus_BC||Female||2.03342376||1.2787536||2.98091194||2.46538285||2.33845649||2.22530928||2.28330123||1.04139269||3.35160307||3.62366271&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chemistry||Female||2.10380372||1.04139269||3.24104815||1.76342799||1.54406804||2.18469143||1.83884909||1.20411998||3.38542751||3.66576855&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chemistry||Female||2.2380461||1.14612804||3.28126069||2.18184359||1.81291336||2.38560627||2.10380372||1.30103||3.62726342||3.84110908&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chemistry||Female||2.41329976||1.51851394||3.33765889||2.48144263||2.26245109||2.60959441||2.40993312||1.66275783||3.79351101||3.99440515&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chemistry||Female||2.31386722||1.51851394||3.19728056||2.62531245||2.39269695||2.50920252||2.46686762||1.69019608||3.75197157||3.94393946&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chemistry||Female||2.53402611||1.88649073||3.28936595||3.19562294||2.96142109||2.73319727||2.92376196||2.09691001||3.86254877||4.13462329&lt;br /&gt;
|-&lt;br /&gt;
| 5||Chinese_Lang._&amp;amp;_Cultures||Female||1.51851394||0||3.02897771||0||0||1.11394335||0||0||0.69897||3.04883009&lt;br /&gt;
|-&lt;br /&gt;
| 4||Chinese_Lang._&amp;amp;_Cultures||Female||0.69897||0||2.13672057||0||0||0.69897||0||0||1.14612804||2.20139712&lt;br /&gt;
|-&lt;br /&gt;
| 3||Chinese_Lang._&amp;amp;_Cultures||Female||0.90308999||0||1.50514998||0||0||0.30103||0||0||0.90308999||1.69019608&lt;br /&gt;
|-&lt;br /&gt;
| 2||Chinese_Lang._&amp;amp;_Cultures||Female||0||0||0.90308999||0||0||0.30103||0||0||0.90308999||1.23044892&lt;br /&gt;
|-&lt;br /&gt;
| 1||Chinese_Lang._&amp;amp;_Cultures||Female||0||0||1.04139269||0||0||0||0||0||1||1.41497335&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_A||Female||0.90308999||0.47712125||2.19589965||0.60205999||0.60205999||1.17609126||0.90308999||0||2.31175386||2.59879051&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_A||Female||0.90308999||0.47712125||2.2764618||1||0.84509804||1.23044892||1.20411998||0.30103||2.39445168||2.6919651&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_A||Female||0.90308999||0||2.09691001||1.14612804||1.04139269||1.07918125||1.14612804||0.60205999||2.29003461||2.57518784&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_A||Female||0.60205999||0.30103||1.93951925||1.04139269||1.23044892||1.17609126||1||0.47712125||2.08278537||2.41830129&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_A||Female||1.62324929||0.60205999||2.46538285||2.2278867||1.8573325||1.75587486||1.94939001||0.84509804||2.62221402||3.05804623&lt;br /&gt;
|-&lt;br /&gt;
| 5||Computer_Science_AB||Female||0.69897||0||1.86923172||0.47712125||0.30103||1.07918125||0.69897||0||1.92941893||2.25527251&lt;br /&gt;
|-&lt;br /&gt;
| 4||Computer_Science_AB||Female||0.30103||0||1.69019608||0.47712125||0.60205999||0.77815125||0.69897||0||1.8260748||2.11394335&lt;br /&gt;
|-&lt;br /&gt;
| 3||Computer_Science_AB||Female||0.30103||0||1.69897||0.47712125||0.47712125||0.84509804||0.60205999||0||1.63346846||2.02530587&lt;br /&gt;
|-&lt;br /&gt;
| 2||Computer_Science_AB||Female||0.69897||0||1.32221929||0.30103||0.30103||0.47712125||0.60205999||0.30103||1.34242268||1.73239376&lt;br /&gt;
|-&lt;br /&gt;
| 1||Computer_Science_AB||Female||0.47712125||0.30103||1.67209786||0.69897||0.77815125||0.77815125||0.69897||0.30103||1.76342799||2.10037055&lt;br /&gt;
|-&lt;br /&gt;
| 5||Economics_Macro||Female||1.77085201||0.69897||2.86391738||1.38021124||1.53147892||1.98227123||1.71600334||0.95424251||3.16672606||3.39269695&lt;br /&gt;
|-&lt;br /&gt;
| 4||Economics_Macro||Female||2.15836249||0.95424251||3.05728564||2.14612804||2.1172713||2.30963017||2.2787536||1.20411998||3.51653537||3.72032472&lt;br /&gt;
|-&lt;br /&gt;
| 3||Economics_Macro||Female||2.02938378||1.11394335||2.90091307||2.23044892||2.17609126||2.18752072||2.21484385||1.43136376||3.39550112||3.60841905&lt;br /&gt;
|-&lt;br /&gt;
| 2||Economics_Macro||Female||2.13987909||1.23044892||2.89542255||2.3283796||2.4345689||2.24551267||2.42651126||1.62324929||3.44963265||3.67384998&lt;br /&gt;
|-&lt;br /&gt;
| 1||Economics_Macro||Female||2.42160393||1.62324929||3.03181227||3.0277572||2.99694925||2.52374647||3.04375513||1.97772361||3.62695595||3.96397661&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 2||French:_Literature||Female||0.90308999||0||1.41497335||0.95424251||0.77815125||1.23044892||1.04139269||0||2.16731733||2.33845649&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 3||German:_Language||Female||1.07918125||0.30103||1.51851394||1.07918125||0.69897||1.23044892||1.20411998||0.60205999||2.62736586||2.71349054&lt;br /&gt;
|-&lt;br /&gt;
| 2||German:_Language||Female||1.23044892||0.30103||1.462398||0.77815125||1.11394335||1.38021124||0.95424251||0.47712125||2.60745502||2.69897&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
| 5||Government_Politics_Comp.||Female||1.30103||0||2.06818586||1.07918125||1.04139269||1.43136376||1.41497335||0.69897||2.75891189||2.89486966&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
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|-&lt;br /&gt;
| 3||Italian_Language||Female||0.90308999||0||1.23044892||0.47712125||0.95424251||1||1.70757018||0.77815125||2.20951501||2.41329976&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
| 1||Italian_Language||Female||1.23044892||0||1.07918125||0.84509804||0.95424251||1||1.17609126||0.90308999||2.33645973||2.45939249&lt;br /&gt;
|-&lt;br /&gt;
| 5||Japanese_Lang._&amp;amp;_Culture||Female||0.84509804||0||2.26951294||0||0||1.20411998||0||0||1.30103||2.35602586&lt;br /&gt;
|-&lt;br /&gt;
| 4||Japanese_Lang._&amp;amp;_Culture||Female||0.47712125||0||1.65321251||0||0.30103||0.47712125||0.30103||0||1.20411998||1.8260748&lt;br /&gt;
|-&lt;br /&gt;
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|-&lt;br /&gt;
| 2||Japanese_Lang._&amp;amp;_Culture||Female||0.47712125||0||1.5797836||0.69897||0.30103||0.90308999||0||0||1.462398||1.90308999&lt;br /&gt;
|-&lt;br /&gt;
| 1||Japanese_Lang._&amp;amp;_Culture||Female||0.69897||0||1.84509804||0.60205999||0.47712125||0.90308999||0.77815125||0||1.78532984||2.18184359&lt;br /&gt;
|-&lt;br /&gt;
| 5||Latin:_Literature||Female||0.95424251||0.30103||1.66275783||1||0.47712125||1.14612804||0.69897||0.30103||2.26245109||2.42488164&lt;br /&gt;
|-&lt;br /&gt;
| 4||Latin:_Literature||Female||1||0||1.70757018||1.07918125||0.30103||1.17609126||0.47712125||0.30103||2.33243846||2.48144263&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Literature||Female||1.25527251||0.47712125||1.81954394||1.17609126||0.69897||1.38021124||0.90308999||0.30103||2.56937391||2.70243054&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Literature||Female||1.17609126||0.60205999||1.53147892||1.14612804||0.95424251||1.07918125||0.69897||0||2.39269695||2.52244423&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Literature||Female||1.23044892||0.60205999||1.8920946||1.38021124||1||1.44715803||1.44715803||0.47712125||2.60422605||2.76789762&lt;br /&gt;
|-&lt;br /&gt;
| 5||Latin:_Vergil||Female||1.34242268||0||1.8260748||1||0.47712125||1.34242268||0.90308999||0.30103||2.49136169||2.64048144&lt;br /&gt;
|-&lt;br /&gt;
| 4||Latin:_Vergil||Female||1.2787536||0.30103||1.81954394||1||0||1.30103||0.77815125||0.47712125||2.43933269||2.59549622&lt;br /&gt;
|-&lt;br /&gt;
| 3||Latin:_Vergil||Female||1.36172784||0.69897||1.8260748||1.14612804||1||1.462398||1.11394335||0.69897||2.62838893||2.76566855&lt;br /&gt;
|-&lt;br /&gt;
| 2||Latin:_Vergil||Female||1||0.69897||1.59106461||1.32221929||1||1.32221929||1.07918125||0.47712125||2.53275438||2.65705585&lt;br /&gt;
|-&lt;br /&gt;
| 1||Latin:_Vergil||Female||1.30103||0.69897||1.59106461||1.2787536||1.11394335||1.17609126||1.17609126||0||2.54777471||2.673942&lt;br /&gt;
|-&lt;br /&gt;
| 5||Music_Theory||Female||1.32221929||0||2.2121876||1.07918125||0.90308999||1.38021124||1.11394335||0.30103||2.7355989||2.8920946&lt;br /&gt;
|-&lt;br /&gt;
| 4||Music_Theory||Female||1.5563025||0.47712125||2.21748394||1.23044892||0.90308999||1.39794001||1.20411998||0.47712125||2.83378437||2.97634998&lt;br /&gt;
|-&lt;br /&gt;
| 3||Music_Theory||Female||1.56820172||0.95424251||2.30103||1.60205999||1.2787536||1.66275783||1.76342799||1.07918125||3.02938378||3.17114115&lt;br /&gt;
|-&lt;br /&gt;
| 2||Music_Theory||Female||1.61278386||1.07918125||2.31386722||2.06445799||1.56820172||1.88081359||1.80617997||1.23044892||3.01535976||3.20330492&lt;br /&gt;
|-&lt;br /&gt;
| 1||Music_Theory||Female||1.38021124||0.69897||1.85125835||2.10037055||1.50514998||1.36172784||1.86332286||1.20411998||2.61909333||2.8909796&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_B||Female||1.66275783||0.30103||2.77597433||1||1.14612804||1.81291336||1.44715803||0.84509804||3.03981055||3.2688119&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_B||Female||1.77815125||0.90308999||2.81888541||1.63346846||1.41497335||1.97312785||1.5797836||0.84509804||3.19893187||3.39932753&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_B||Female||2.15836249||1.17609126||3.03140846||2.05307844||2.06069784||2.25042||2.09691001||1.47712125||3.49108141||3.68886457&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_B||Female||2.00432137||1.04139269||2.87273883||2.29446623||2.1172713||2.11058971||2.16731733||1.41497335||3.38327665||3.59073041&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_B||Female||2.1903317||1.62324929||2.92531209||2.79379038||2.70329138||2.32428246||2.64836001||1.56820172||3.38792347||3.72378394&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.30103||0.30103||2.38381537||0.77815125||0.60205999||1.14612804||0.95424251||0.47712125||2.51188336||2.79028516&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.14612804||0.69897||2.29225607||1.04139269||0.60205999||1.54406804||1.14612804||0.30103||2.54406804||2.79448805&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1||0.30103||2.00432137||0.60205999||0.69897||1.11394335||0.77815125||0.47712125||2.29446623||2.52244423&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Elec._&amp;amp;_Magnet.||Female||1.23044892||0.30103||2.11058971||1.14612804||0.90308999||1.11394335||1.14612804||0.30103||2.49554434||2.70243054&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Elec._&amp;amp;_Magnet.||Female||0.90308999||0.60205999||1.98227123||1.07918125||1.11394335||1.07918125||1.14612804||0.30103||2.31175386||2.55388303&lt;br /&gt;
|-&lt;br /&gt;
| 5||Physics_C:_Mechanics||Female||1.59106461||0.30103||2.65030752||1||0.77815125||1.5797836||1.30103||0.47712125||2.84260924||3.09795107&lt;br /&gt;
|-&lt;br /&gt;
| 4||Physics_C:_Mechanics||Female||1.68124124||0.47712125||2.65127801||1.34242268||1.20411998||1.81291336||1.44715803||0.90308999||3.00216606||3.21351776&lt;br /&gt;
|-&lt;br /&gt;
| 3||Physics_C:_Mechanics||Female||1.61278386||0.95424251||2.54654266||1.462398||1.39794001||1.62324929||1.49136169||0.60205999||2.93298082||3.14050804&lt;br /&gt;
|-&lt;br /&gt;
| 2||Physics_C:_Mechanics||Female||1.47712125||1.11394335||2.39093511||1.59106461||1.56820172||1.64345268||1.67209786||0.77815125||2.85125835||3.06595298&lt;br /&gt;
|-&lt;br /&gt;
| 1||Physics_C:_Mechanics||Female||1.59106461||1.07918125||2.50379068||2.12385164||1.95904139||1.67209786||1.95424251||0.77815125||2.84633711||3.15563963&lt;br /&gt;
|-&lt;br /&gt;
| 5||Psychology||Female||2.54777471||1.53147892||3.30770992||2.42813479||2.13672057||2.70243054||2.56584782||1.86332286||3.99960896||4.13833428&lt;br /&gt;
|-&lt;br /&gt;
| 4||Psychology||Female||2.71432976||1.95904139||3.35372394||2.86923172||2.54032947||2.86332286||2.84509804||2.07188201||4.12309996||4.27348741&lt;br /&gt;
|-&lt;br /&gt;
| 3||Psychology||Female||2.58883173||1.86332286||3.19589965||2.92941893||2.57518784||2.74272513||2.82282165||2.10037055||4.01426846||4.17397253&lt;br /&gt;
|-&lt;br /&gt;
| 2||Psychology||Female||2.4785665||1.65321251||2.99211149||2.92220628||2.56702637||2.55022835||2.75891189||1.93951925||3.82633401||4.01051196&lt;br /&gt;
|-&lt;br /&gt;
| 1||Psychology||Female||2.70070372||1.90848502||3.17868924||3.42422807||3.01452054||2.80753503||3.16820275||2.30749604||3.89580915||4.20300567&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Language||Female||2.5390761||0.60205999||2.72098574||1.81954394||3.68322721||2.4440448||3.66726612||2.38560627||3.35140975||4.11961875&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Language||Female||2.7176705||1.20411998||2.94497591||2.20411998||3.75989437||2.56702637||3.64127576||2.50242712||3.61573969||4.21793117&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Language||Female||2.59879051||1.32221929||2.88479536||2.37106786||3.5895028||2.49692965||3.42862067||2.33041377||3.59824319||4.09600574&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Language||Female||2.56466606||1.43136376||2.92634245||2.54282543||3.45893986||2.5390761||3.29336255||2.2764618||3.64443859||4.05560765&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Language||Female||2.55990663||1.53147892||2.93851973||2.94792362||3.25791845||2.5563025||3.15014216||2.2278867||3.69749089||4.0366289&lt;br /&gt;
|-&lt;br /&gt;
| 5||Spanish_Literature||Female||1.41497335||0.30103||1.75587486||0.84509804||2.45636603||1.462398||2.59439255||1.17609126||2.39967372||3.02448567&lt;br /&gt;
|-&lt;br /&gt;
| 4||Spanish_Literature||Female||1.90308999||0||1.96848295||1.30103||2.95856388||1.65321251||2.87157294||1.49136169||2.61278386||3.36642296&lt;br /&gt;
|-&lt;br /&gt;
| 3||Spanish_Literature||Female||1.88081359||0||1.83250891||1.36172784||3.11494442||1.64345268||2.97220284||1.54406804||2.52244423||3.44916973&lt;br /&gt;
|-&lt;br /&gt;
| 2||Spanish_Literature||Female||1.61278386||0.47712125||1.47712125||1.11394335||2.87098881||1.32221929||2.72672721||1.34242268||2.08990511||3.18212921&lt;br /&gt;
|-&lt;br /&gt;
| 1||Spanish_Literature||Female||1.93449845||0.47712125||1.462398||1.56820172||2.99431715||1.51851394||2.87794695||1.80617997||2.27415785||3.33725954&lt;br /&gt;
|-&lt;br /&gt;
| 5||Statistics||Female||2.01283722||0.77815125||3.01535976||1.62324929||1.62324929||2.06818586||1.69897||1.04139269||3.45239985||3.62664827&lt;br /&gt;
|-&lt;br /&gt;
| 4||Statistics||Female||2.34635297||1.30103||3.20682588||2.25767857||2.02938378||2.42651126||2.28330123||1.50514998||3.81304697||3.96023287&lt;br /&gt;
|-&lt;br /&gt;
| 3||Statistics||Female||2.46982202||1.67209786||3.25887663||2.56348109||2.39619935||2.58546073||2.51054501||1.75587486||3.95279244||4.09691001&lt;br /&gt;
|-&lt;br /&gt;
| 2||Statistics||Female||2.42488164||1.59106461||3.06182931||2.63346846||2.45939249||2.46089784||2.54654266||1.70757018||3.78859256||3.95453194&lt;br /&gt;
|-&lt;br /&gt;
| 1||Statistics||Female||2.58883173||1.85125835||3.22323627||3.23628528||2.9498777||2.67577834||2.96236934||2.11394335||3.85865748||4.12968989&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_2-D_Design||Female||1.44715803||0.90308999||2.10380372||1.43136376||1.17609126||1.54406804||1.54406804||1||2.8344207||2.98227123&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_2-D_Design||Female||1.88081359||0.60205999||2.29225607||1.75587486||1.69897||1.89762709||2.0374265||1||3.15836249||3.30384377&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_2-D_Design||Female||2.02530587||1.30103||2.47567119||2.0211893||2.04921802||2.11058971||2.22010809||1.38021124||3.3628593||3.51308436&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_2-D_Design||Female||2||1.30103||2.29003461||2.08635983||2.00432137||2.08635983||2.10037055||1.38021124||3.2367891||3.40260524&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_2-D_Design||Female||1.11394335||0.47712125||1.32221929||1.69019608||1.61278386||1.23044892||1.56820172||1.07918125||2.40823997||2.64443859&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_3-D_Design||Female||0.69897||0||1.11394335||0.77815125||0.90308999||0.30103||0.60205999||0.47712125||1.95424251||2.09342169&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_3-D_Design||Female||0.90308999||0.30103||1.2787536||1.14612804||1||1.04139269||1.11394335||0||2.08635983||2.28330123&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_3-D_Design||Female||1.36172784||0.90308999||1.72427587||1.43136376||1.34242268||1.5563025||1.60205999||0.60205999||2.61384182||2.78958071&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_3-D_Design||Female||1.20411998||0.69897||1.56820172||1.44715803||1.34242268||1.34242268||1.43136376||0.69897||2.45331834||2.64147411&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_3-D_Design||Female||0||0.30103||1||1.25527251||0.77815125||0.60205999||0.90308999||0||1.79239169||2.01703334&lt;br /&gt;
|-&lt;br /&gt;
| 5||Studio_Art:_Drawing||Female||1.61278386||0.69897||2.41161971||1.44715803||1.38021124||1.59106461||1.69897||0.69897||2.87098881||3.07371835&lt;br /&gt;
|-&lt;br /&gt;
| 4||Studio_Art:_Drawing||Female||1.75587486||0.84509804||2.41830129||1.71600334||1.69019608||1.83250891||1.90848502||1.25527251||3.07077646||3.24625231&lt;br /&gt;
|-&lt;br /&gt;
| 3||Studio_Art:_Drawing||Female||2.0374265||1.14612804||2.64443859||2.0374265||2.08990511||2.17897695||2.28330123||1.23044892||3.36977229||3.54294985&lt;br /&gt;
|-&lt;br /&gt;
| 2||Studio_Art:_Drawing||Female||1.97772361||1.20411998||2.32633586||2.15228834||2.11058971||2.04921802||2.08635983||1.38021124||3.18155777||3.37346372&lt;br /&gt;
|-&lt;br /&gt;
| 1||Studio_Art:_Drawing||Female||1.25527251||0.30103||1.39794001||1.92941893||1.51851394||1.25527251||1.5563025||0.69897||2.34830486||2.64048144&lt;br /&gt;
|-&lt;br /&gt;
| 5||US_History||Female||2.69284692||1.462398||3.47683163||2.52374647||2.37657696||2.87448182||2.62736586||1.83250891||4.08895073||4.24546331&lt;br /&gt;
|-&lt;br /&gt;
| 4||US_History||Female||2.94546859||2.02938378||3.63083452||3.00732095||2.84447718||3.14426277||2.924796||2.24551267||4.37188025||4.51753897&lt;br /&gt;
|-&lt;br /&gt;
| 3||US_History||Female||3.00173371||2.28555731||3.61489722||3.26102483||3.12483015||3.18098558||3.1360861||2.34439227||4.43399372||4.58811477&lt;br /&gt;
|-&lt;br /&gt;
| 2||US_History||Female||3.12645611||2.50785587||3.67788058||3.54715912||3.45362407||3.26054837||3.36097188||2.5774918||4.50327303||4.69143515&lt;br /&gt;
|-&lt;br /&gt;
| 1||US_History||Female||3.10037055||2.53402611||3.55388303||3.8274339||3.70910028||3.19256745||3.61246596||2.72509452||4.28155603||4.62656618&lt;br /&gt;
|-&lt;br /&gt;
| 5||World_History||Female||2.07554696||1.04139269||2.9360108||2.14921911||1.78532984||2.37474835||2.10720997||1.30103||3.52569252||3.69258256&lt;br /&gt;
|-&lt;br /&gt;
| 4||World_History||Female||2.26007139||1.56820172||3.10822666||2.53655844||2.26717173||2.57634135||2.46538285||1.62324929||3.73679475||3.91323087&lt;br /&gt;
|-&lt;br /&gt;
| 3||World_History||Female||2.53529412||1.77085201||3.30899103||2.91434316||2.70415052||2.77959649||2.84447718||2.04532298||3.93490226||4.13918618&lt;br /&gt;
|-&lt;br /&gt;
| 2||World_History||Female||2.5899496||1.92941893||3.26197619||3.07954301||2.97818052||2.83378437||2.98542647||2.14612804||3.91745299||4.16148779&lt;br /&gt;
|-&lt;br /&gt;
| 1||World_History||Female||2.66558099||1.90848502||3.10243371||3.40380661||3.26834391||2.73957234||3.25309559||2.32014629||3.75258618||4.158272&lt;br /&gt;
|-&lt;br /&gt;
| }&lt;br /&gt;
&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Percentage of Students)===&lt;br /&gt;
The table below contains the numbers of students and their relative proportion (percent).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| colspan=2| || colspan=5| '''Examination Grade''' || colspan=4| '''Summary Statistics''' &lt;br /&gt;
|-&lt;br /&gt;
| '''Disciplines''' ||  '''Sample Size''' || '''5''' || '''4''' || '''3''' || '''2''' || '''1''' || '''Number of Students''' || '''3 or Higher / %''' || '''Mean Grade''' || '''Standard Deviation'''&lt;br /&gt;
|-&lt;br /&gt;
| '''Art History''' || N || 2286 || 4243 || 5006 || 3550 || 3751 || 18836 || 11535 || 2.88 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.13633468 || 22.52601402 || 26.57676789 || 18.84688894 || 19.91399448 ||  || 61.23911659 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Biology''' || N || 27996 || 29338 || 30749 || 33664 || 23049 || 144796 || 88083 || 3.04 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.33478825 || 20.26160944 || 21.23608387 || 23.24926103 || 15.91825741 ||  || 60.83248156 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB''' || N || 44409 || 39682 || 40448 || 32704 || 54450 || 211693 || 124539 || 2.94 || 1.49&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.97802006 || 18.74506951 || 19.10691426 || 15.44878669 || 25.72120949 ||  || 58.83000383 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus BC''' || N || 27949 || 11489 || 12095 || 4090 || 8688 || 64311 || 51533 || 3.71 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.4591283 || 17.86475098 || 18.80704701 || 6.359720732 || 13.50935299 ||  || 80.13092628 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB Subscores''' || N || 32268 || 14168 || 8915 || 4222 || 4738 || 64311 || 55351 || 4.01 || 1.25&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 50.17493119 || 22.0304458 || 13.86232526 || 6.564973333 || 7.367324408 ||  || 86.06770226 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chemistry''' || N || 14820 || 17462 || 22321 || 17928 || 24605 || 97136 || 54603 || 2.79 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.25695931 || 17.97685719 || 22.97912206 || 18.45659694 || 25.3304645 ||  || 56.21293856 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language'''   (Total Group) || N || 2643 || 386 || 146 || 36 || 50 || 3261 || 3175 || 4.7 || 0.74&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 81.04875805 || 11.83685986 || 4.477154247 || 1.103955842 || 1.533272002 ||  || 97.36277216 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language''' (Standard Group)** || N || 177 || 71 || 60 || 24 || 31 || 363 || 308 || 3.93 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 48.76033058 || 19.55922865 || 16.52892562 || 6.611570248 || 8.539944904 ||  || 84.84848485 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' A || N || 2902 || 3434 || 2178 || 1433 || 5102 || 15049 || 8514 || 2.84 || 1.56&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.28367333 || 22.81879195 || 14.47272244 || 9.522227391 || 33.90258489 ||  || 56.57518772 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' AB || N || 1682 || 997 || 926 || 473 || 986 || 5064 || 3605 || 3.38 || 1.5&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.21484992 || 19.68799368 || 18.28593997 || 9.340442338 || 19.47077409 ||  || 71.18878357 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Macro''' || N || 8462 || 14693 || 9881 || 10311 || 16769 || 60116 || 33036 || 2.8 || 1.43&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 14.0761195 || 24.44108058 || 16.43655599 || 17.15183978 || 27.89440415 ||  || 54.95375607 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Micro''' || N || 6080 || 10300 || 7766 || 5459 || 7778 || 37383 || 24146 || 3.04 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.26407725 || 27.55263087 || 20.77414868 || 14.60289436 || 20.80624883 ||  || 64.59085681 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Language''' || N || 25840 || 51720 || 88529 || 85517 || 30624 || 282230 || 166089 || 2.85 || 1.12&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.155653191 || 18.32547922 || 31.36767884 || 30.30046416 || 10.85072459 ||  || 58.84881125 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Literature''' || N || 20829 || 62283 || 99267 || 90050 || 26049 || 298478 || 182379 || 2.87 || 1.06&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.978403768 || 20.86686456 || 33.25772754 || 30.16972775 || 8.727276382 ||  || 61.10299587 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Environmental Science''' || N || 5670 || 12092 || 9383 || 9183 || 16088 || 52416 || 27145 || 2.66 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.81730769 || 23.06929182 || 17.90102259 || 17.51945971 || 30.69291819 ||  || 51.7876221 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''European History''' || N || 10800 || 18314 || 34823 || 10910 || 22195 || 97042 || 63937 || 2.84 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.12920179 || 18.87224089 || 35.8844624 || 11.24255477 || 22.87154016 ||  || 65.88590507 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Total Group)** || N || 2743 || 3655 || 6643 || 4361 || 4307 || 21709 || 13041 || 2.82 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.63531254 || 16.83633516 || 30.60021189 || 20.08844258 || 19.83969782 ||  || 60.0718596 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Standard Group)** || N || 1244 || 2510 || 5331 || 3816 || 3928 || 16829 || 9085 || 2.6 || 1.2&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 7.392001901 || 14.91473052 || 31.67746152 || 22.6751441 || 23.34066195 ||  || 53.98419395 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Literature''' || N || 501 || 487 || 480 || 337 || 263 || 2068 || 1468 || 3.3 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.22630561 || 23.54932302 || 23.21083172 || 16.2959381 || 12.71760155 ||  || 70.98646035 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Total Group)** || N || 1316 || 1160 || 1158 || 1043 || 720 || 5397 || 3634 || 3.24 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.38391699 || 21.49342227 || 21.45636465 || 19.32555123 || 13.34074486 ||  || 67.33370391 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Standard Group)** || N || 342 || 760 || 938 || 885 || 635 || 3560 || 2040 || 2.8 || 1.23&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.606741573 || 21.34831461 || 26.34831461 || 24.85955056 || 17.83707865 ||  || 57.30337079 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics  Comparative''' || N || 2188 || 2635 || 3000 || 3039 || 2496 || 13358 || 7823 || 2.92 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.37969756 || 19.72600689 || 22.45845186 || 22.75041174 || 18.68543195 ||  || 58.56415631 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics United States''' || N || 9705 || 30488 || 43245 || 51620 || 25920 || 160978 || 83438 || 2.67 || 1.13&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.028774118 || 18.93923393 || 26.86391929 || 32.06649356 || 16.1015791 ||  || 51.83192734 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Human Geography''' || N || 3249 || 5183 || 6320 || 4724 || 9529 || 29005 || 14752 || 2.58 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.20151698 || 17.86933287 || 21.78934666 || 16.2868471 || 32.85295639 ||  || 50.86019652 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Total Group) || N || 252 || 209 || 393 || 329 || 459 || 1642 || 854 || 2.67 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.34713764 || 12.72838002 || 23.93422655 || 20.0365408 || 27.95371498 ||  || 52.00974421 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Standard Group)** || N || 85 || 138 || 311 || 292 || 433 || 1259 || 534 || 2.32 || 1.24&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.751389992 || 10.96108022 || 24.70214456 || 23.19301033 || 34.3923749 ||  || 42.41461477 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Total Group)** || N || 724 || 154 || 314 || 152 || 323 || 1667 || 1192 || 3.48 || 1.57&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.43131374 || 9.23815237 || 18.83623275 || 9.118176365 || 19.37612478 ||  || 71.50569886 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Standard Group)** || N || 102 || 66 || 182 || 99 || 218 || 667 || 350 || 2.6 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.29235382 || 9.895052474 || 27.28635682 || 14.84257871 || 32.68365817 ||  || 52.47376312 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Literature''' || N || 508 || 549 || 962 || 612 || 1140 || 3771 || 2019 || 2.65 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 13.47122779 || 14.55847255 || 25.51047468 || 16.22911695 || 30.23070804 ||  || 53.54017502 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Vergil''' || N || 937 || 911 || 1229 || 931 || 921 || 4929 || 3077 || 3 || 1.37&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.00994116 || 18.4824508 || 24.9340637 || 18.88821262 || 18.68533171 ||  || 62.42645567 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' || N || 2210 || 2263 || 3400 || 3517 || 1804 || 13194 || 7873 || 2.97 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.7500379 || 17.15173564 || 25.76928907 || 26.65605578 || 13.67288161 ||  || 59.6710626 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Aural Subscore || N || 2184 || 2296 || 3219 || 3767 || 1728 || 13194 || 7699 || 2.96 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.55297863 || 17.40184933 || 24.39745339 || 28.55085645 || 13.09686221 ||  || 58.35228134 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Nonaural Subscore || N || 2240 || 2305 || 3398 || 3461 || 1790 || 13194 || 7943 || 2.98 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.97741398 || 17.47006215 || 25.75413067 || 26.23162043 || 13.56677278 ||  || 60.20160679 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics B''' || N || 8869 || 9279 || 14931 || 10210 || 11601 || 54890 || 33079 || 2.88 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.15777009 || 16.90471853 || 27.20167608 || 18.60083804 || 21.13499727 ||  || 60.26416469 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C E&amp;amp;M''' || N || 3787 || 2871 || 1354 || 1890 || 1290 || 11192 || 8012 || 3.53 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.83666905 || 25.65225161 || 12.09792709 || 16.88706219 || 11.52609006 ||  || 71.58684775 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C Mechanics''' || N || 6877 || 6669 || 5268 || 3699 || 3801 || 26314 || 18814 || 3.35 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 26.13437714 || 25.34392339 || 20.01976134 || 14.05715589 || 14.44478225 ||  || 71.49806187 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Psychology''' || N || 21833 || 30430 || 23851 || 15902 || 24112 || 116128 || 76114 || 3.09 || 1.41&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 18.80080601 || 26.20384403 || 20.53854368 || 13.69351061 || 20.76329567 ||  || 65.54319372 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Total Group) || N || 20397 || 25383 || 19464 || 17892 || 18063 || 101199 || 65244 || 3.12 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.1553375 || 25.08226366 || 19.23339163 || 17.6800166 || 17.8489906 ||  || 64.4709928 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Standard Group)** || N || 4299 || 8269 || 8085 || 9230 || 11290 || 41173 || 20653 || 2.64 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.44130862 || 20.0835499 || 19.63665509 || 22.41760377 || 27.42088262 ||  || 50.16151361 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Literature''' || N || 1757 || 3464 || 4207 || 2277 || 3616 || 15321 || 9428 || 2.83 || 1.32&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.46791985 || 22.60949024 || 27.45904314 || 14.86195418 || 23.60159259 ||  || 61.53645323 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Statistics''' || N || 11643 || 21076 || 24922 || 16755 || 23637 || 98033 || 57641 || 2.8 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.87661298 || 21.49888303 || 25.42205176 || 17.09118358 || 24.11126865 ||  || 58.79754776 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art Drawing''' || N || 1681 || 2470 || 5043 || 3546 || 818 || 13558 || 9194 || 3.05 || 1.09&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.39858386 || 18.21802626 || 37.19575159 || 26.15430004 || 6.03333825 ||  || 67.81236171 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 2-D Design''' || N || 1494 || 2861 || 4665 || 3674 || 716 || 13410 || 9020 || 3.06 || 1.07&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.1409396 || 21.33482476 || 34.78747204 || 27.39746458 || 5.339299031 ||  || 67.26323639 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 3-D Design''' || N || 223 || 324 || 935 || 665 || 173 || 2320 || 1482 || 2.9 || 1.05&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.612068966 || 13.96551724 || 40.30172414 || 28.6637931 || 7.456896552 ||  || 63.87931034 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''United States History''' || N || 37110 || 66325 || 74153 || 87268 || 68706 || 333562 || 177588 || 2.75 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.125368 || 19.88385967 || 22.23064977 || 26.16245256 || 20.59767 ||  || 53.23987744 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''World History''' || N || 11461 || 17183 || 26616 || 24773 || 21942 || 101975 || 55260 || 2.72 || 1.28&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;hr&amp;gt;&lt;br /&gt;
* SOCR Home page: http://www.socr.ucla.edu&lt;br /&gt;
&lt;br /&gt;
{{translate|pageName=http://wiki.stat.ucla.edu/socr/index.php?title=SOCR_Data_Dinov_030708_APExamScores}}&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11358</id>
		<title>SOCR Data Dinov 030708 APExamScores</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11358"/>
		<updated>2011-10-25T01:18:44Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* 2007 AP Exam Scores (Genders and Grace Levels) */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== [[SOCR_Data |SOCR Data]] - 2007 Advanced Placement (AP) Exam Scores by Discipline==&lt;br /&gt;
&lt;br /&gt;
===Data Description===&lt;br /&gt;
* '''Source''': [http://professionals.collegeboard.com/data-reports-research/ap/data-2007 The College Board AP Results for 2007].&lt;br /&gt;
&lt;br /&gt;
* '''Summary''':&lt;br /&gt;
[[Image:SOCR_Data_Dinov_APExams_062408_Fig1.png|150px|thumbnail|right| [http://www.hoover.org/publications/ednext/3260116.html AP Exams] ]]&lt;br /&gt;
&lt;br /&gt;
: The goals of collecting this data on AP exam scores by discipline was to gauge the individual success on an AP Exam in 2007. Most students view a grade of 3 or higher as a successful grade (grade range {1 (worst), 2, 3, 4, 5(best)}. Of interest was to evaluate the performance for each grade level, type of school, or geographic location.&lt;br /&gt;
&lt;br /&gt;
: This table reflects 2,533,431 AP Examinations taken by 1,464,254 students from 16,464 secondary schools.&lt;br /&gt;
&lt;br /&gt;
: Standard students generally receive most of their foreign language training in U.S. schools. They did not indicate on their answer sheet that they regularly speak or hear the foreign language of the examination, or that they have lived for one month or more   in a country where the language is spoken.&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Genders and Grace Levels)===&lt;br /&gt;
The table below contains the raw numbers of students taking different AP exams, their scores and grade levels and genders.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || colspan=&amp;quot;5&amp;quot; |Examination Grade||colspan=&amp;quot;4&amp;quot;|Summary Statistics||colspan=&amp;quot;7&amp;quot;|Grade Level||colspan=&amp;quot;2&amp;quot;|Gender&lt;br /&gt;
|-&lt;br /&gt;
|5||4||3||2||1||Number of Students||3 or Higher%||Mean Grade||Standard Deviation||9th Grade||10th Grade||11th Grade||12th Grade||Not HS||&amp;lt;9th Grade||Other||Male||Female&lt;br /&gt;
|-&lt;br /&gt;
| Biology||27996.00||29338.00||30749.00||33664.00||23049.00||144796.00||88083.00||3.04||1.36||1368.00||13311.00||54119.00||70493.00||85.00||24.00||5396.00||60597.00||84199.00&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB||44409.00||39682.00||40448.00||32704.00||54450.00||211693.00||124539.00||2.94||1.49||190.00||2655.00||38717.00||162361.00||484.00||30.00||7256.00||109095.00||102598.00&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB Subscores||32268.00||14168.00||8915.00||4222.00||4738.00||64311.00||55351.00||4.01||1.25||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Calculus BC||27949.00||11489.00||12095.00||4090.00||8688.00||64311.00||51533.00||3.71||1.42||121.00||1255.00||14142.00||46713.00||134.00||15.00||1931.00||38028.00||26283.00&lt;br /&gt;
|-&lt;br /&gt;
| Chemistry||14820.00||17462.00||22321.00||17928.00||24605.00||97136.00||54603.00||2.79||1.39||50.00||5550.00||50226.00||37751.00||220.00||5.00||3334.00||51743.00||45393.00&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Standard Group)**||177.00||71.00||60.00||24.00||31.00||363.00||308.00||3.93||1.30||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Total Group)**||2643.00||386.00||146.00||36.00||50.00||3261.00||3175.00||4.70||0.74||80.00||367.00||1193.00||1453.00||5.00||7.00||156.00||1482.00||1779.00&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science A||2902.00||3434.00||2178.00||1433.00||5102.00||15049.00||8514.00||2.84||1.56||215.00||2508.00||5539.00||6274.00||13.00||3.00||497.00||12282.00||2767.00&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science AB||1682.00||997.00||926.00||473.00||986.00||5064.00||3605.00||3.38||1.50||43.00||599.00||2024.00||2246.00||13.00||5.00||134.00||4461.00||603.00&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Macro||8462.00||14693.00||9881.00||10311.00||16769.00||60116.00||33036.00||2.80||1.43||109.00||876.00||6684.00||49818.00||245.00||2.00||2382.00||32931.00||27185.00&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Micro||6080.00||10300.00||7766.00||5459.00||7778.00||37383.00||24146.00||3.04||1.38||24.00||1109.00||5589.00||29006.00||228.00||2.00||1425.00||21438.00||15945.00&lt;br /&gt;
|-&lt;br /&gt;
| English Language||25840.00||51720.00||88529.00||85517.00||30624.00||282230.00||166089.00||2.85||1.12||90.00||4346.00||229191.00||37769.00||64.00||3.00||10767.00||104425.00||177805.00&lt;br /&gt;
|-&lt;br /&gt;
| English Literature||20829.00||62283.00||99267.00||90050.00||26049.00||298478.00||182379.00||2.87||1.06||20.00||651.00||23745.00||262341.00||151.00||4.00||11566.00||108109.00||190369.00&lt;br /&gt;
|-&lt;br /&gt;
| Environmental Science||5670.00||12092.00||9383.00||9183.00||16088.00||52416.00||27145.00||2.66||1.40||728.00||2068.00||17448.00||29665.00||45.00||0.00||2462.00||23129.00||29287.00&lt;br /&gt;
|-&lt;br /&gt;
| European History||10800.00||18314.00||34823.00||10910.00||22195.00||97042.00||63937.00||2.84||1.28||419.00||48885.00||15659.00||28580.00||36.00||1.00||3462.00||45075.00||51967.00&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Standard Group)**||1244.00||2510.00||5331.00||3816.00||3928.00||16829.00||9085.00||2.60||1.20||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Total Group)**||2743.00||3655.00||6643.00||4361.00||4307.00||21709.00||13041.00||2.82||1.28||162.00||1119.00||5943.00||13555.00||13.00||84.00||833.00||6535.00||15174.00&lt;br /&gt;
|-&lt;br /&gt;
| French Literature||501.00||487.00||480.00||337.00||263.00||2068.00||1468.00||3.30||1.34||10.00||111.00||489.00||1360.00||2.00||0.00||96.00||594.00||1474.00&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Standard Group)**||342.00||760.00||938.00||885.00||635.00||3560.00||2040.00||2.80||1.23||.||.||.||.||.||.||.||.||&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Total Group)**||1316.00||1160.00||1158.00||1043.00||720.00||5397.00||3634.00||3.24||1.36||80.00||302.00||1273.00||3505.00||12.00||39.00||186.00||2778.00||2619.00&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics Comparative||2188.00||2635.00||3000.00||3039.00||2496.00||13358.00||7823.00||2.92||1.35||8.00||711.00||2285.00||9745.00||15.00||0.00||594.00||6986.00||6372.00&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics United States||9705.00||30488.00||43245.00||51620.00||25920.00||160978.00||83438.00||2.67||1.13||946.00||8258.00||16900.00||128710.00||55.00||6.00||6103.00||75427.00||85551.00&lt;br /&gt;
|-&lt;br /&gt;
| Human Geography||3249.00||5183.00||6320.00||4724.00||9529.00||29005.00||14752.00||2.58||1.39||12546.00||5219.00||3874.00||6229.00||10.00||2.00||1125.00||13182.00||15823.00&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Standard Group)**||85.00||138.00||311.00||292.00||433.00||1259.00||534.00||2.32||1.24||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Total Group)**||252.00||209.00||393.00||329.00||459.00||1642.00||854.00||2.67||1.40||8.00||27.00||263.00||1267.00||6.00||0.00||71.00||582.00||1060.00&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Standard Group)**||102.00||66.00||182.00||99.00||218.00||667.00||350.00||2.60||1.42||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Total Group)**||724.00||154.00||314.00||152.00||323.00||1667.00||1192.00||3.48||1.57||31.00||96.00||456.00||1026.00||3.00||2.00||53.00||773.00||894.00&lt;br /&gt;
|-&lt;br /&gt;
| Latin Literature||508.00||549.00||962.00||612.00||1140.00||3771.00||2019.00||2.65||1.39||11.00||156.00||1564.00||1920.00||3.00||1.00||116.00||1766.00||2005.00&lt;br /&gt;
|-&lt;br /&gt;
| Latin Vergil||937.00||911.00||1229.00||931.00||921.00||4929.00||3077.00||3.00||1.37||36.00||313.00||2112.00||2299.00||1.00||1.00||167.00||2578.00||2351.00&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory||2210.00||2263.00||3400.00||3517.00||1804.00||13194.00||7873.00||2.97||1.29||105.00||1175.00||4239.00||7189.00||12.00||15.00||459.00||7507.00||5687.00&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Aural Subscore||2184.00||2296.00||3219.00||3767.00||1728.00||13194.00||7699.00||2.96||1.28||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Nonaural Subscore||2240.00||2305.00||3398.00||3461.00||1790.00||13194.00||7943.00||2.98||1.29||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Physics B||8869.00||9279.00||14931.00||10210.00||11601.00||54890.00||33079.00||2.88||1.35||103.00||1144.00||19411.00||32138.00||77.00||24.00||1993.00||35711.00||19179.00&lt;br /&gt;
|-&lt;br /&gt;
| Physics C E&amp;amp;M||3787.00||2871.00||1354.00||1890.00||1290.00||11192.00||8012.00||3.53||1.40||5.00||132.00||1275.00||9370.00||83.00||5.00||322.00||8678.00||2514.00&lt;br /&gt;
|-&lt;br /&gt;
| Physics C Mechanics||6877.00||6669.00||5268.00||3699.00||3801.00||26314.00||18814.00||3.35||1.38||8.00||218.00||3498.00||21651.00||99.00||9.00||831.00||19291.00||7023.00&lt;br /&gt;
|-&lt;br /&gt;
| Psychology||21833.00||30430.00||23851.00||15902.00||24112.00||116128.00||76114.00||3.09||1.41||123.00||3329.00||37075.00||70456.00||88.00||5.00||5052.00||40920.00||75208.00&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Standard Group)**||4299.00||8269.00||8085.00||9230.00||11290.00||41173.00||20653.00||2.64||1.34||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Total Group)**||20397.00||25383.00||19464.00||17892.00||18063.00||101199.00||65244.00||3.12||1.39||2677.00||11677.00||35429.00||43772.00||133.00||2864.00||4647.00||36166.00||65033.00&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Literature||1757.00||3464.00||4207.00||2277.00||3616.00||15321.00||9428.00||2.83||1.32||129.00||1114.00||4541.00||8598.00||7.00||0.00||932.00||5100.00||10221.00&lt;br /&gt;
|-&lt;br /&gt;
| Statistics||11643.00||21076.00||24922.00||16755.00||23637.00||98033.00||57641.00||2.80||1.34||117.00||3964.00||18782.00||71348.00||193.00||10.00||3619.00||48854.00||49179.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 2-D Design||1494.00||2861.00||4665.00||3674.00||716.00||13410.00||9020.00||3.06||1.07||16.00||212.00||2314.00||10169.00||22.00||1.00||676.00||3895.00||9515.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 3-D Design||223.00||324.00||935.00||665.00||173.00||2320.00||1482.00||2.90||1.05||5.00||41.00||300.00||1822.00||5.00||0.00||147.00||823.00||1497.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art Drawing||1681.00||2470.00||5043.00||3546.00||818.00||13558.00||9194.00||3.05||1.09||8.00||316.00||2506.00||10012.00||22.00||0.00||694.00||3964.00||9594.00&lt;br /&gt;
|-&lt;br /&gt;
| United States History||37110.00||66325.00||74153.00||87268.00||68706.00||333562.00||177588.00||2.75||1.29||354.00||27033.00||277343.00||17332.00||40.00||10.00||11450.00||151569.00||181993.00&lt;br /&gt;
|-&lt;br /&gt;
| World History||11461.00||17183.00||26616.00||24773.00||21942.00||101975.00||55260.00||2.72||1.28||4685.00||78011.00||10172.00||5561.00||19.00||4.00||3523.00||45716.00||56259.00&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution===&lt;br /&gt;
The table below contains the numbers and scores of US students taking different AP exams.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || rowspan=&amp;quot;2&amp;quot;|Examination Grade||colspan=&amp;quot;2&amp;quot;|Gender||colspan=&amp;quot;9&amp;quot;|Ethnic Group||rowspan=&amp;quot;2&amp;quot;|Total&lt;br /&gt;
|-&lt;br /&gt;
|Male||Female||Not Stated||American Indian||Asian||Black||Mexican American||Other||Other Hispanic||Puerto Rican||White&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Art History||5||730||1469||86||8||352||28||45||122||64||8||1486||2199&lt;br /&gt;
|-&lt;br /&gt;
| 4||1377||2763||160||14||670||74||138||223||213||18||2630||4140&lt;br /&gt;
|-&lt;br /&gt;
| 3||1614||3288||190||25||711||141||211||242||348||37||2997||4902&lt;br /&gt;
|-&lt;br /&gt;
| 2||1141||2332||124||16||511||145||223||163||291||35||1965||3473&lt;br /&gt;
|-&lt;br /&gt;
| 1||1296||2403||162||22||499||279||347||152||461||41||1736||3699&lt;br /&gt;
|-&lt;br /&gt;
| Total||6158||12255||722||85||2743||667||964||902||1377||139||10814||18413&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.85||2.88||2.84||2.65||2.95||2.14||2.29||3.00||2.37||2.40||3.02||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Biology||5||13617||13318||731||51||7032||398||317||1150||560||96||16600||26935&lt;br /&gt;
|-&lt;br /&gt;
| 4||13026||15463||771||100||5569||808||526||1223||726||132||18634||28489&lt;br /&gt;
|-&lt;br /&gt;
| 3||12717||17312||833||140||4954||1143||824||1177||988||182||19788||30029&lt;br /&gt;
|-&lt;br /&gt;
| 2||12309||20768||997||193||4740||2089||1555||1303||1481||272||20447||33077&lt;br /&gt;
|-&lt;br /&gt;
| 1||7354||15437||737||152||2920||3585||2174||893||1965||283||10082||22791&lt;br /&gt;
|-&lt;br /&gt;
| Total||59023||82298||4069||636||25215||8023||5396||5746||5720||965||85551||141321&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.22||2.88||2.94||2.54||3.36||2.05||2.12||3.08||2.38||2.47||3.13||3.03&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus AB||5||25366||16543||962||84||8008||512||617||1202||901||115||29508||41909&lt;br /&gt;
|-&lt;br /&gt;
| 4||20395||17916||897||110||6279||853||798||1178||947||135||27114||38311&lt;br /&gt;
|-&lt;br /&gt;
| 3||19533||19635||983||154||6015||1213||1298||1191||1216||180||26918||39168&lt;br /&gt;
|-&lt;br /&gt;
| 2||15484||16379||749||143||4744||1417||1445||1007||1231||172||20955||31863&lt;br /&gt;
|-&lt;br /&gt;
| 1||24230||29065||1438||332||6876||5334||4557||1563||3312||405||29478||53295&lt;br /&gt;
|-&lt;br /&gt;
| Total||105008||99538||5029||823||31922||9329||8715||6141||7607||1007||133973||204546&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.07||2.76||2.84||2.36||3.12||1.91||2.02||2.91||2.33||2.39||3.05||2.92&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus BC||5||17507||9396||654||53||8045||247||296||918||462||80||16148||26903&lt;br /&gt;
|-&lt;br /&gt;
| 4||6460||4771||268||25||2876||219||180||415||272||38||6938||11231&lt;br /&gt;
|-&lt;br /&gt;
| 3||6450||5410||276||25||2939||306||333||384||337||42||7218||11860&lt;br /&gt;
|-&lt;br /&gt;
| 2||2091||1944||104||18||965||138||146||138||128||17||2381||4035&lt;br /&gt;
|-&lt;br /&gt;
| 1||4382||4203||223||33||1969||494||442||323||393||30||4678||8585&lt;br /&gt;
|-&lt;br /&gt;
| Total||36890||25724||1525||154||16794||1404||1397||2178||1592||207||37363||62614&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.83||3.51||3.67||3.31||3.84||2.71||2.82||3.67||3.18||3.58||3.74||3.70&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chemistry||5||9090||4631||348||25||4372||153||104||486||204||35||7994||13721&lt;br /&gt;
|-&lt;br /&gt;
| 4||9620||6935||446||38||4151||316||207||572||322||53||10450||16555&lt;br /&gt;
|-&lt;br /&gt;
| 3||11583||9871||542||85||4371||569||432||823||552||97||13983||21454&lt;br /&gt;
|-&lt;br /&gt;
| 2||8607||8788||424||76||3034||689||499||599||559||99||11416||17395&lt;br /&gt;
|-&lt;br /&gt;
| 1||10549||13633||653||144||3535||2475||1701||945||1450||205||13074||24182&lt;br /&gt;
|-&lt;br /&gt;
| Total||49449||43858||2413||368||19463||4202||2943||3425||3087||489||56917||93307&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.55||2.76||2.25||3.14||1.81||1.82||2.72||2.12||2.21||2.80||2.77&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chinese Lang &amp;amp; Cultures||5||854||1118||77||.||1857||.||.||20||.||.||16||1972&lt;br /&gt;
|-&lt;br /&gt;
| 4||145||158||8||.||264||.||.||7||.||.||23||303&lt;br /&gt;
|-&lt;br /&gt;
| 3||65||48||11||.||76||3||.||3||.||.||19||113&lt;br /&gt;
|-&lt;br /&gt;
| 2||14||16||1||.||14||.||.||3||.||.||10||30&lt;br /&gt;
|-&lt;br /&gt;
| 1||17||25||.||.||18||2||.||1||.||.||16||42&lt;br /&gt;
|-&lt;br /&gt;
| Total||1095||1365||97||4||2229||5||4||34||3||.||84||2460&lt;br /&gt;
|-&lt;br /&gt;
| Mean||4.65||4.71||4.66||.||4.76||2.20||.||4.24||.||.||3.15||4.68&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science A||5||2386||396||51||6||717||25||25||102||51||12||1793||2782&lt;br /&gt;
|-&lt;br /&gt;
| 4||2810||491||81||8||782||56||60||124||91||14||2085||3301&lt;br /&gt;
|-&lt;br /&gt;
| 3||1726||375||48||12||485||46||51||73||61||12||1313||2101&lt;br /&gt;
|-&lt;br /&gt;
| 2||1119||261||25||6||296||41||43||59||50||11||849||1380&lt;br /&gt;
|-&lt;br /&gt;
| 1||3823||1142||144||22||1039||472||250||216||312||34||2476||4965&lt;br /&gt;
|-&lt;br /&gt;
| Total||11864||2665||349||54||3319||640||429||574||565||83||8516||14529&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.90||2.53||2.63||2.44||2.95||1.63||1.99||2.72||2.15||2.51||2.98||2.83&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science AB||5||1433||179||33||2||444||15||12||63||18||6||1019||1612&lt;br /&gt;
|-&lt;br /&gt;
| 4||831||129||10||2||247||10||17||31||14||3||626||960&lt;br /&gt;
|-&lt;br /&gt;
| 3||787||105||29||1||248||13||11||43||21||2||524||892&lt;br /&gt;
|-&lt;br /&gt;
| 2||401||53||18||2||128||10||3||16||14||2||261||454&lt;br /&gt;
|-&lt;br /&gt;
| 1||820||125||27||6||224||29||32||38||32||4||553||945&lt;br /&gt;
|-&lt;br /&gt;
| Total||4272||591||117||13||1291||77||75||191||99||17||2983||4863&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.39||3.31||3.03||2.38||3.43||2.64||2.65||3.34||2.72||3.29||3.43||3.38&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Macro||5||5037||2469||189||14||1819||68||111||278||189||20||4818||7506&lt;br /&gt;
|-&lt;br /&gt;
| 4||8373||5251||374||36||2698||279||303||495||505||47||8887||13624&lt;br /&gt;
|-&lt;br /&gt;
| 3||5234||4058||241||32||1644||313||360||341||409||44||5908||9292&lt;br /&gt;
|-&lt;br /&gt;
| 2||5146||4718||301||34||1617||402||542||364||529||75||6000||9864&lt;br /&gt;
|-&lt;br /&gt;
| 1||7212||9203||502||83||2015||1687||1746||586||1805||178||7813||16415&lt;br /&gt;
|-&lt;br /&gt;
| Total||31002||25699||1607||199||9793||2749||3062||2064||3437||364||33426||56701&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.50||2.66||2.32||3.07||1.78||1.85||2.77||2.05||2.05||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Micro||5||3697||1401||152||9||1261||44||49||193||78||10||3302||5098&lt;br /&gt;
|-&lt;br /&gt;
| 4||5791||3369||260||20||1871||177||175||340||249||32||6036||9160&lt;br /&gt;
|-&lt;br /&gt;
| 3||4012||3090||209||20||1242||226||209||264||249||47||4636||7102&lt;br /&gt;
|-&lt;br /&gt;
| 2||2654||2457||157||18||788||238||234||182||189||32||3273||5111&lt;br /&gt;
|-&lt;br /&gt;
| 1||3360||4115||247||26||950||960||635||266||619||132||3640||7475&lt;br /&gt;
|-&lt;br /&gt;
| Total||19514||14432||1025||93||6112||1645||1302||1245||1384||253||20887||33946&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.20||2.69||2.92||2.66||3.28||1.85||2.05||3.01||2.26||2.04||3.10||2.98&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lang &amp;amp; Composition||5||10163||15274||704||62||3680||402||333||1100||609||92||18455||25437&lt;br /&gt;
|-&lt;br /&gt;
| 4||19690||31194||1382||209||6156||1281||1189||2043||1592||231||36801||50884&lt;br /&gt;
|-&lt;br /&gt;
| 3||31986||55167||2391||476||9374||3941||3697||3206||3726||566||59776||87153&lt;br /&gt;
|-&lt;br /&gt;
| 2||29442||54801||2560||663||8342||7901||7949||3130||6296||804||46598||84243&lt;br /&gt;
|-&lt;br /&gt;
| 1||11540||18709||1035||300||2122||6162||4937||989||3997||342||10365||30249&lt;br /&gt;
|-&lt;br /&gt;
| Total||102821||175145||8072||1710||29674||19687||18105||10468||16220||2035||171995||277966&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.83||2.77||2.46||3.03||2.08||2.12||2.92||2.29||2.47||3.04||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lit &amp;amp; Composition||5||6482||13815||645||39||2628||264||237||871||365||72||15176||20297&lt;br /&gt;
|-&lt;br /&gt;
| 4||21394||39453||1737||213||6731||1413||1054||2151||1495||252||45801||60847&lt;br /&gt;
|-&lt;br /&gt;
| 3||35632||61469||2744||470||9489||4196||3090||3162||3487||644||69819||97101&lt;br /&gt;
|-&lt;br /&gt;
| 2||32099||56235||2574||651||8637||9177||6305||3068||5555||934||51433||88334&lt;br /&gt;
|-&lt;br /&gt;
| 1||10314||15424||855||254||2138||6879||3148||857||2974||357||8276||25738&lt;br /&gt;
|-&lt;br /&gt;
| Total||105921||186396||8555||1627||29623||21929||13834||10109||13876||2259||190505||292317&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.83||2.89||2.85||2.47||2.97||2.04||2.20||2.91||2.33||2.45||3.04||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Environmental Science||5||3313||2270||177||10||824||53||69||205||123||21||4101||5583&lt;br /&gt;
|-&lt;br /&gt;
| 4||6146||5798||365||36||1420||246||244||460||401||61||8711||11944&lt;br /&gt;
|-&lt;br /&gt;
| 3||4264||5029||285||35||1054||314||244||369||358||53||6581||9293&lt;br /&gt;
|-&lt;br /&gt;
| 2||3682||5421||300||50||973||416||323||336||479||61||6165||9103&lt;br /&gt;
|-&lt;br /&gt;
| 1||5464||10511||560||94||1593||1951||1072||644||1520||181||8360||15975&lt;br /&gt;
|-&lt;br /&gt;
| Total||22869||29029||1687||225||5864||2980||1952||2014||2881||377||33918||51898&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.45||2.58||2.19||2.81||1.67||1.93||2.63||2.00||2.15||2.82||2.65&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|European History||5||5633||4933||301||19||1662||109||120||425||262||29||7639||10566&lt;br /&gt;
|-&lt;br /&gt;
| 4||9106||8811||527||61||2481||304||275||753||508||78||12930||17917&lt;br /&gt;
|-&lt;br /&gt;
| 3||16137||18077||986||139||4169||939||881||1393||1098||181||24428||34214&lt;br /&gt;
|-&lt;br /&gt;
| 2||4661||6079||324||56||1271||438||408||401||455||74||7313||10740&lt;br /&gt;
|-&lt;br /&gt;
| 1||8737||13161||730||116||2377||1761||1557||927||1364||227||12839||21898&lt;br /&gt;
|-&lt;br /&gt;
| Total||44274||51061||2868||391||11960||3551||3241||3899||3687||589||65149||95335&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.73||2.77||2.52||2.98||2.03||2.07||2.83||2.42||2.33||2.93||2.84&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Language||5||701||1450||91||1||201||144||23||170||87||6||1428||2151&lt;br /&gt;
|-&lt;br /&gt;
| 4||884||2221||114||4||374||182||58||220||111||10||2032||3105&lt;br /&gt;
|-&lt;br /&gt;
| 3||1810||4237||193||10||783||302||180||298||273||7||4001||6047&lt;br /&gt;
|-&lt;br /&gt;
| 2||1161||2981||163||12||498||204||181||180||191||7||2706||4142&lt;br /&gt;
|-&lt;br /&gt;
| 1||1286||2924||134||12||466||300||329||188||308||25||2448||4210&lt;br /&gt;
|-&lt;br /&gt;
| Total||5842||13813||695||39||2322||1132||771||1056||970||55||12615||19655&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.73||2.81||2.23||2.72||2.70||2.05||3.00||2.46||2.36||2.78||2.74&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Literature||5||118||314||28||.||44||13||6||28||14||2||297||432&lt;br /&gt;
|-&lt;br /&gt;
| 4||114||319||16||.||53||23||4||24||11||2||300||433&lt;br /&gt;
|-&lt;br /&gt;
| 3||121||322||24||.||50||27||5||25||17||||294||443&lt;br /&gt;
|-&lt;br /&gt;
| 2||101||217||14||.||38||17||10||20||13||1||205||318&lt;br /&gt;
|-&lt;br /&gt;
| 1||85||166||7||.||24||17||3||12||20||1||167||251&lt;br /&gt;
|-&lt;br /&gt;
| Total||539||1338||89||1||209||97||28||109||75||6||1263||1877&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.15||3.30||3.49||.||3.26||2.98||3.00||3.33||2.81||3.50||3.28||3.25&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|German Language||5||464||510||39||2||48||18||1||44||13||1||808||974&lt;br /&gt;
|-&lt;br /&gt;
| 4||533||530||25||4||72||14||10||46||20||1||871||1063&lt;br /&gt;
|-&lt;br /&gt;
| 3||600||516||29||3||67||15||9||37||24||3||929||1116&lt;br /&gt;
|-&lt;br /&gt;
| 2||530||499||30||3||62||11||16||39||19||6||843||1029&lt;br /&gt;
|-&lt;br /&gt;
| 1||415||298||20||7||44||30||24||24||30||5||529||713&lt;br /&gt;
|-&lt;br /&gt;
| Total||2542||2353||143||19||293||88||60||190||106||16||3980||4895&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.19||3.23||2.53||3.06||2.76||2.13||3.25||2.69||2.19||3.15||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics Comp||5||1256||784||60||2||281||28||29||78||62||8||1492||2040&lt;br /&gt;
|-&lt;br /&gt;
| 4||1461||1057||92||11||340||47||50||106||77||11||1784||2518&lt;br /&gt;
|-&lt;br /&gt;
| 3||1488||1390||104||17||344||90||61||134||103||23||2002||2878&lt;br /&gt;
|-&lt;br /&gt;
| 2||1481||1456||85||10||322||156||81||148||127||17||1991||2937&lt;br /&gt;
|-&lt;br /&gt;
| 1||1072||1382||106||22||262||262||134||114||147||24||1383||2454&lt;br /&gt;
|-&lt;br /&gt;
| Total||6758||6069||447||62||1549||583||355||580||516||83||8652||12827&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.74||2.81||2.37||3.04||2.01||2.32||2.80||2.57||2.54||3.00||2.90&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics US||5||5392||4272||267||18||1341||127||138||359||186||25||7203||9664&lt;br /&gt;
|-&lt;br /&gt;
| 4||16375||13992||829||100||3901||580||624||1113||825||131||22264||30367&lt;br /&gt;
|-&lt;br /&gt;
| 3||21584||21509||1101||179||5304||1464||1385||1518||1544||242||30356||43093&lt;br /&gt;
|-&lt;br /&gt;
| 2||22468||28942||1483||279||6275||3227||3145||1925||2815||401||31860||51410&lt;br /&gt;
|-&lt;br /&gt;
| 1||9325||16487||757||160||2885||4032||3439||972||3194||304||10069||25812&lt;br /&gt;
|-&lt;br /&gt;
| Total||75144||85202||4437||736||19706||9430||8731||5887||8564||1103||101752||160346&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.81||2.54||2.63||2.37||2.72||1.89||1.96||2.65||2.07||2.25||2.85||2.67&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Human Geography||5||1765||1310||72||10||446||69||44||122||96||17||2199||3075&lt;br /&gt;
|-&lt;br /&gt;
| 4||2538||2491||145||16||639||184||89||187||228||22||3519||5029&lt;br /&gt;
|-&lt;br /&gt;
| 3||2929||3260||169||21||676||323||170||252||411||63||4104||6189&lt;br /&gt;
|-&lt;br /&gt;
| 2||2019||2627||140||24||448||386||210||176||350||60||2852||4646&lt;br /&gt;
|-&lt;br /&gt;
| 1||3614||5834||329||44||710||1843||645||385||949||196||4347||9448&lt;br /&gt;
|-&lt;br /&gt;
| Total||12865||15522||855||115||2919||2805||1158||1122||2034||358||17021||28387&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.41||2.40||2.34||2.88||1.66||1.86||2.54||2.10||1.89||2.79||2.56&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Italian Language||5||73||122||6||.||5||2||4||11||32||2||131||195&lt;br /&gt;
|-&lt;br /&gt;
| 4||61||127||8||.||2||2||9||8||41||1||117||188&lt;br /&gt;
|-&lt;br /&gt;
| 3||127||258||11||.||23||3||13||13||63||7||252||385&lt;br /&gt;
|-&lt;br /&gt;
| 2||114||214||12||.||16||5||7||12||41||5||230||328&lt;br /&gt;
|-&lt;br /&gt;
| 1||172||287||19||.||18||9||11||14||27||9||352||459&lt;br /&gt;
|-&lt;br /&gt;
| Total||547||1008||56||2||64||21||44||58||204||24||1082||1555&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.54||2.59||2.46||.||2.38||2.19||2.73||2.83||3.05||2.25||2.49||2.57&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Japanese Lang &amp;amp; Culture||5||210||226||18||.||351||1||||30||1||.||34||436&lt;br /&gt;
|-&lt;br /&gt;
| 4||63||66||6||.||79||1||1||5||2||.||34||129&lt;br /&gt;
|-&lt;br /&gt;
| 3||131||171||15||.||172||9||4||13||4||.||85||302&lt;br /&gt;
|-&lt;br /&gt;
| 2||68||79||4||.||67||7||1||13||1||.||54||147&lt;br /&gt;
|-&lt;br /&gt;
| 1||163||151||13||.||116||9||7||18||12||.||136||314&lt;br /&gt;
|-&lt;br /&gt;
| Total||635||693||56||1||785||27||13||79||20||4||343||1328&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.14||3.20||3.21||.||3.61||2.19||1.92||3.20||1.95||.||2.35||3.17&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Literature||5||239||265||18||1||92||10||3||22||7||2||349||504&lt;br /&gt;
|-&lt;br /&gt;
| 4||243||302||18||||83||17||3||27||3||1||393||545&lt;br /&gt;
|-&lt;br /&gt;
| 3||450||503||31||2||117||27||12||41||10||1||712||953&lt;br /&gt;
|-&lt;br /&gt;
| 2||276||332||23||3||60||21||11||22||7||.||461||608&lt;br /&gt;
|-&lt;br /&gt;
| 1||553||585||35||7||134||42||17||46||41||5||811||1138&lt;br /&gt;
|-&lt;br /&gt;
| Total||1761||1987||125||13||486||117||46||158||68||9||2726||3748&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.62||2.66||2.69||1.85||2.87||2.42||2.22||2.73||1.94||2.44||2.64||2.64&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Vergil||5||489||436||32||.||136||16||6||48||11||1||675||925&lt;br /&gt;
|-&lt;br /&gt;
| 4||512||393||36||4||109||15||6||42||12||4||677||905&lt;br /&gt;
|-&lt;br /&gt;
| 3||646||582||34||6||137||28||12||49||21||5||936||1228&lt;br /&gt;
|-&lt;br /&gt;
| 2||475||453||26||5||77||28||16||34||23||3||716||928&lt;br /&gt;
|-&lt;br /&gt;
| 1||449||471||40||8||66||32||26||28||22||1||697||920&lt;br /&gt;
|-&lt;br /&gt;
| Total||2571||2335||168||23||525||119||66||201||89||14||3701||4906&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.94||2.96||2.26||3.33||2.62||2.24||3.24||2.63||3.07||2.98||3.00&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Music Theory||5||1359||779||73||5||334||32||21||57||38||8||1570||2138&lt;br /&gt;
|-&lt;br /&gt;
| 4||1277||946||72||10||299||52||35||64||40||12||1639||2223&lt;br /&gt;
|-&lt;br /&gt;
| 3||1880||1482||86||20||380||102||67||104||126||32||2445||3362&lt;br /&gt;
|-&lt;br /&gt;
| 2||1886||1596||119||18||362||224||109||127||153||41||2329||3482&lt;br /&gt;
|-&lt;br /&gt;
| 1||1011||777||64||15||146||249||82||62||165||30||975||1788&lt;br /&gt;
|-&lt;br /&gt;
| Total||7413||5580||414||68||1521||659||314||414||522||123||8958||12993&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.88||2.93||2.59||3.21||2.08||2.38||2.82||2.30||2.41||3.06||2.96&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics B||5||6142||1856||203||20||2031||54||69||288||137||28||5168||7998&lt;br /&gt;
|-&lt;br /&gt;
| 4||6279||2507||235||27||1750||133||128||276||194||35||6008||8786&lt;br /&gt;
|-&lt;br /&gt;
| 3||9545||4884||406||42||2664||310||364||510||396||60||9677||14429&lt;br /&gt;
|-&lt;br /&gt;
| 2||6085||3896||257||43||1755||414||384||315||403||63||6347||9981&lt;br /&gt;
|-&lt;br /&gt;
| 1||6148||5293||340||74||1810||1137||1112||431||882||89||5566||11441&lt;br /&gt;
|-&lt;br /&gt;
| Total||34199||18436||1441||206||10010||2048||2057||1820||2012||275||32766||52635&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.55||2.79||2.40||3.04||1.81||1.86||2.82||2.16||2.45||2.97||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Elec &amp;amp; Magnet||5||2971||616||97||7||1107||28||23||120||59||5||2141||3587&lt;br /&gt;
|-&lt;br /&gt;
| 4||2143||622||70||13||755||40||31||101||59||9||1687||2765&lt;br /&gt;
|-&lt;br /&gt;
| 3||987||332||28||3||351||32||29||37||22||6||811||1319&lt;br /&gt;
|-&lt;br /&gt;
| 2||1339||503||61||5||425||47||34||56||48||8||1158||1842&lt;br /&gt;
|-&lt;br /&gt;
| 1||918||357||39||3||306||40||40||47||64||5||731||1275&lt;br /&gt;
|-&lt;br /&gt;
| Total||8358||2430||295||31||2944||187||157||361||252||33||6528||10788&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.59||3.26||3.42||3.52||3.66||2.83||2.76||3.53||3.00||3.03||3.51||3.51&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Mechanics||5||5252||1252||166||16||1894||45||52||207||107||18||3999||6504&lt;br /&gt;
|-&lt;br /&gt;
| 4||4847||1634||188||12||1490||74||76||218||138||26||4259||6481&lt;br /&gt;
|-&lt;br /&gt;
| 3||3789||1381||137||26||1034||106||102||157||134||19||3455||5170&lt;br /&gt;
|-&lt;br /&gt;
| 2||2478||1163||93||24||703||119||97||108||144||23||2330||3641&lt;br /&gt;
|-&lt;br /&gt;
| 1||2328||1430||109||20||771||270||230||136||226||25||1971||3758&lt;br /&gt;
|-&lt;br /&gt;
| Total||18694||6860||693||98||5892||614||557||826||749||111||16014||25554&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.44||3.02||3.30||2.80||3.51||2.19||2.32||3.31||2.67||2.90||3.37||3.33&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Psychology||5||7439||13750||589||59||3260||384||233||783||575||101||15205||21189&lt;br /&gt;
|-&lt;br /&gt;
| 4||10963||18770||844||125||3776||1064||545||1127||1110||184||20958||29733&lt;br /&gt;
|-&lt;br /&gt;
| 3||8488||14926||656||117||2645||1212||597||847||1008||183||16149||23414&lt;br /&gt;
|-&lt;br /&gt;
| 2||5378||10244||466||77||1664||1196||548||568||839||138||10126||15622&lt;br /&gt;
|-&lt;br /&gt;
| 1||7682||15958||818||124||2521||3665||1469||945||2098||283||11717||23640&lt;br /&gt;
|-&lt;br /&gt;
| Total||39950||73648||3373||502||13866||7521||3392||4270||5630||889||74155||113598&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.13||3.06||2.98||2.84||3.26||2.11||2.27||3.06||2.51||2.64||3.24||3.08&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Language||5||6585||13170||529||6||809||91||7237||416||6845||356||3466||19755&lt;br /&gt;
|-&lt;br /&gt;
| 4||8649||16516||790||22||1334||228||8890||543||6575||461||6322||25165&lt;br /&gt;
|-&lt;br /&gt;
| 3||6886||12473||598||32||1211||314||6239||468||4108||331||6058||19359&lt;br /&gt;
|-&lt;br /&gt;
| 2||6435||11365||580||43||1327||458||4785||483||3121||303||6700||17800&lt;br /&gt;
|-&lt;br /&gt;
| 1||7121||10879||642||56||1388||1210||3488||549||2397||274||7996||18000&lt;br /&gt;
|-&lt;br /&gt;
| Total||35676||64403||3139||159||6069||2301||30639||2459||23046||1725||30542||100079&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.03||3.15||2.99||2.24||2.81||1.93||3.38||2.92||3.54||3.19||2.69||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Literature||5||452||1057||47||1||78||9||413||40||536||17||368||1509&lt;br /&gt;
|-&lt;br /&gt;
| 4||946||2324||104||1||148||24||1283||65||1024||41||580||3270&lt;br /&gt;
|-&lt;br /&gt;
| 3||1309||2812||95||1||111||30||1929||69||1355||48||483||4121&lt;br /&gt;
|-&lt;br /&gt;
| 2||742||1520||57||2||48||17||1114||28||751||32||213||2262&lt;br /&gt;
|-&lt;br /&gt;
| 1||1415||2173||149||3||49||56||1676||53||1177||84||341||3588&lt;br /&gt;
|-&lt;br /&gt;
| Total||4864||9886||452||8||434||136||6415||255||4843||222||1985||14750&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.65||2.86||2.65||2.38||3.36||2.36||2.63||3.04||2.79||2.44||3.21||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Statistics||5||7099||4232||264||16||2675||92||98||342||152||31||7661||11331&lt;br /&gt;
|-&lt;br /&gt;
| 4||11470||9124||505||65||3697||335||265||583||445||67||14632||20594&lt;br /&gt;
|-&lt;br /&gt;
| 3||11984||12499||606||95||3668||645||520||751||697||97||17404||24483&lt;br /&gt;
|-&lt;br /&gt;
| 2||7526||9005||501||74||2228||748||543||529||640||100||11168||16531&lt;br /&gt;
|-&lt;br /&gt;
| 1||9864||13479||741||123||3142||2776||1516||833||1518||239||12455||23343&lt;br /&gt;
|-&lt;br /&gt;
| Total||47943||48339||2617||373||15410||4596||2942||3038||3452||534||63320||96282&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.97||2.62||2.64||2.40||3.03||1.74||1.94||2.69||2.15||2.16||2.90||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 2-D Design||5||471||959||41||8||172||41||30||57||66||11||1004||1430&lt;br /&gt;
|-&lt;br /&gt;
| 4||755||2012||110||10||275||95||82||104||149||16||1926||2767&lt;br /&gt;
|-&lt;br /&gt;
| 3||1267||3258||156||28||390||198||177||164||236||38||3138||4525&lt;br /&gt;
|-&lt;br /&gt;
| 2||1037||2526||146||32||271||215||164||154||208||37||2336||3563&lt;br /&gt;
|-&lt;br /&gt;
| 1||261||440||23||4||36||84||63||28||64||16||383||701&lt;br /&gt;
|-&lt;br /&gt;
| Total||3791||9195||476||82||1144||633||516||507||723||118||8787||12986&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.06||3.00||2.83||3.24||2.67||2.71||3.02||2.92||2.74||3.09||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 3-D Design||5||93||123||6||||14||7||9||3||10||2||165||216&lt;br /&gt;
|-&lt;br /&gt;
| 4||124||191||13||2||27||18||17||11||24||1||202||315&lt;br /&gt;
|-&lt;br /&gt;
| 3||304||615||37||7||69||34||44||50||58||3||617||919&lt;br /&gt;
|-&lt;br /&gt;
| 2||223||437||25||6||51||41||41||33||42||6||415||660&lt;br /&gt;
|-&lt;br /&gt;
| 1||68||103||1||1||18||22||14||10||15||||90||171&lt;br /&gt;
|-&lt;br /&gt;
| Total||812||1469||82||16||179||122||125||107||149||12||1489||2281&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.94||2.86||2.98||2.63||2.82||2.57||2.73||2.66||2.81||2.92||2.96||2.89&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art Drawing||5||424||1184||57||4||312||55||38||57||80||10||995||1608&lt;br /&gt;
|-&lt;br /&gt;
| 4||614||1762||73||10||350||87||94||84||128||21||1529||2376&lt;br /&gt;
|-&lt;br /&gt;
| 3||1407||3490||162||22||589||214||220||210||287||37||3156||4897&lt;br /&gt;
|-&lt;br /&gt;
| 2||1049||2362||144||23||315||257||234||150||201||31||2056||3411&lt;br /&gt;
|-&lt;br /&gt;
| 1||348||436||36||7||52||157||72||32||69||12||347||784&lt;br /&gt;
|-&lt;br /&gt;
| Total||3842||9234||472||66||1618||770||658||533||765||111||8083||13076&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.93||3.10||2.94||2.71||3.34||2.51||2.68||2.97||2.93||2.87||3.10||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|US History||5||19202||17597||1057||80||6010||611||524||1529||871||134||25983||36799&lt;br /&gt;
|-&lt;br /&gt;
| 4||32938||32925||1773||243||8289||1704||1493||2647||1752||315||47647||65863&lt;br /&gt;
|-&lt;br /&gt;
| 3||34953||38735||1968||339||7943||2938||2524||2697||2539||393||52347||73688&lt;br /&gt;
|-&lt;br /&gt;
| 2||37502||49139||2430||545||8607||5536||5110||3099||4078||650||56586||86641&lt;br /&gt;
|-&lt;br /&gt;
| 1||25869||42321||2118||540||6089||10268||8330||2446||6283||844||31272||68190&lt;br /&gt;
|-&lt;br /&gt;
| Total||150464||180717||9346||1747||36938||21057||17981||12418||15523||2336||213835||331181&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.64||2.70||2.30||2.99||1.90||1.93||2.82||2.15||2.25||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|World History||5||6296||4926||260||31||1921||244||168||526||299||51||7722||11222&lt;br /&gt;
|-&lt;br /&gt;
| 4||8766||8188||402||70||2570||591||451||726||577||84||11483||16954&lt;br /&gt;
|-&lt;br /&gt;
| 3||12593||13777||696||130||3841||1357||1067||1079||1301||215||16684||26370&lt;br /&gt;
|-&lt;br /&gt;
| 2||10102||14503||690||131||3166||1990||1754||1058||1714||249||13853||24605&lt;br /&gt;
|-&lt;br /&gt;
| 1||7472||14396||743||128||1951||3754||2939||807||2727||344||8475||21868&lt;br /&gt;
|-&lt;br /&gt;
| Total||45229||55790||2791||490||13449||7936||6379||4196||6618||943||58217||101019&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.55||2.55||2.48||2.95||1.94||1.93||2.79||2.09||2.20||2.93||2.71&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;6&amp;quot;|Number of Students at Each Grade Level||9/10||101538||124905||5760||935||30886||14085||17858||9133||15675||1879||130232||226443&lt;br /&gt;
|-&lt;br /&gt;
| 11||232003||309833||12672||2918||60620||34079||36140||19844||32393||4088||339082||541836&lt;br /&gt;
|-&lt;br /&gt;
| 12||263655||340942||13422||2986||66847||40389||31527||19353||32595||4974||392504||604597&lt;br /&gt;
|-&lt;br /&gt;
| &amp;lt;9||1198||1941||45||2||61||16||2041||44||762||5||163||3139&lt;br /&gt;
|-&lt;br /&gt;
| Not HS||25269||30885||9347||243||4091||4005||3941||1894||3949||496||28188||56154&lt;br /&gt;
|-&lt;br /&gt;
| Total||623663||808506||41246||7084||162505||92574||91507||50268||85374||11442||890169||1432169&lt;br /&gt;
|}&lt;br /&gt;
&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Percentage of Students)===&lt;br /&gt;
The table below contains the numbers of students and their relative proportion (percent).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| colspan=2| || colspan=5| '''Examination Grade''' || colspan=4| '''Summary Statistics''' &lt;br /&gt;
|-&lt;br /&gt;
| '''Disciplines''' ||  '''Sample Size''' || '''5''' || '''4''' || '''3''' || '''2''' || '''1''' || '''Number of Students''' || '''3 or Higher / %''' || '''Mean Grade''' || '''Standard Deviation'''&lt;br /&gt;
|-&lt;br /&gt;
| '''Art History''' || N || 2286 || 4243 || 5006 || 3550 || 3751 || 18836 || 11535 || 2.88 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.13633468 || 22.52601402 || 26.57676789 || 18.84688894 || 19.91399448 ||  || 61.23911659 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Biology''' || N || 27996 || 29338 || 30749 || 33664 || 23049 || 144796 || 88083 || 3.04 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.33478825 || 20.26160944 || 21.23608387 || 23.24926103 || 15.91825741 ||  || 60.83248156 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB''' || N || 44409 || 39682 || 40448 || 32704 || 54450 || 211693 || 124539 || 2.94 || 1.49&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.97802006 || 18.74506951 || 19.10691426 || 15.44878669 || 25.72120949 ||  || 58.83000383 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus BC''' || N || 27949 || 11489 || 12095 || 4090 || 8688 || 64311 || 51533 || 3.71 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.4591283 || 17.86475098 || 18.80704701 || 6.359720732 || 13.50935299 ||  || 80.13092628 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB Subscores''' || N || 32268 || 14168 || 8915 || 4222 || 4738 || 64311 || 55351 || 4.01 || 1.25&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 50.17493119 || 22.0304458 || 13.86232526 || 6.564973333 || 7.367324408 ||  || 86.06770226 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chemistry''' || N || 14820 || 17462 || 22321 || 17928 || 24605 || 97136 || 54603 || 2.79 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.25695931 || 17.97685719 || 22.97912206 || 18.45659694 || 25.3304645 ||  || 56.21293856 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language'''   (Total Group) || N || 2643 || 386 || 146 || 36 || 50 || 3261 || 3175 || 4.7 || 0.74&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 81.04875805 || 11.83685986 || 4.477154247 || 1.103955842 || 1.533272002 ||  || 97.36277216 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language''' (Standard Group)** || N || 177 || 71 || 60 || 24 || 31 || 363 || 308 || 3.93 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 48.76033058 || 19.55922865 || 16.52892562 || 6.611570248 || 8.539944904 ||  || 84.84848485 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' A || N || 2902 || 3434 || 2178 || 1433 || 5102 || 15049 || 8514 || 2.84 || 1.56&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.28367333 || 22.81879195 || 14.47272244 || 9.522227391 || 33.90258489 ||  || 56.57518772 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' AB || N || 1682 || 997 || 926 || 473 || 986 || 5064 || 3605 || 3.38 || 1.5&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.21484992 || 19.68799368 || 18.28593997 || 9.340442338 || 19.47077409 ||  || 71.18878357 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Macro''' || N || 8462 || 14693 || 9881 || 10311 || 16769 || 60116 || 33036 || 2.8 || 1.43&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 14.0761195 || 24.44108058 || 16.43655599 || 17.15183978 || 27.89440415 ||  || 54.95375607 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Micro''' || N || 6080 || 10300 || 7766 || 5459 || 7778 || 37383 || 24146 || 3.04 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.26407725 || 27.55263087 || 20.77414868 || 14.60289436 || 20.80624883 ||  || 64.59085681 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Language''' || N || 25840 || 51720 || 88529 || 85517 || 30624 || 282230 || 166089 || 2.85 || 1.12&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.155653191 || 18.32547922 || 31.36767884 || 30.30046416 || 10.85072459 ||  || 58.84881125 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Literature''' || N || 20829 || 62283 || 99267 || 90050 || 26049 || 298478 || 182379 || 2.87 || 1.06&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.978403768 || 20.86686456 || 33.25772754 || 30.16972775 || 8.727276382 ||  || 61.10299587 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Environmental Science''' || N || 5670 || 12092 || 9383 || 9183 || 16088 || 52416 || 27145 || 2.66 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.81730769 || 23.06929182 || 17.90102259 || 17.51945971 || 30.69291819 ||  || 51.7876221 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''European History''' || N || 10800 || 18314 || 34823 || 10910 || 22195 || 97042 || 63937 || 2.84 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.12920179 || 18.87224089 || 35.8844624 || 11.24255477 || 22.87154016 ||  || 65.88590507 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Total Group)** || N || 2743 || 3655 || 6643 || 4361 || 4307 || 21709 || 13041 || 2.82 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.63531254 || 16.83633516 || 30.60021189 || 20.08844258 || 19.83969782 ||  || 60.0718596 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Standard Group)** || N || 1244 || 2510 || 5331 || 3816 || 3928 || 16829 || 9085 || 2.6 || 1.2&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 7.392001901 || 14.91473052 || 31.67746152 || 22.6751441 || 23.34066195 ||  || 53.98419395 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Literature''' || N || 501 || 487 || 480 || 337 || 263 || 2068 || 1468 || 3.3 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.22630561 || 23.54932302 || 23.21083172 || 16.2959381 || 12.71760155 ||  || 70.98646035 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Total Group)** || N || 1316 || 1160 || 1158 || 1043 || 720 || 5397 || 3634 || 3.24 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.38391699 || 21.49342227 || 21.45636465 || 19.32555123 || 13.34074486 ||  || 67.33370391 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Standard Group)** || N || 342 || 760 || 938 || 885 || 635 || 3560 || 2040 || 2.8 || 1.23&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.606741573 || 21.34831461 || 26.34831461 || 24.85955056 || 17.83707865 ||  || 57.30337079 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics  Comparative''' || N || 2188 || 2635 || 3000 || 3039 || 2496 || 13358 || 7823 || 2.92 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.37969756 || 19.72600689 || 22.45845186 || 22.75041174 || 18.68543195 ||  || 58.56415631 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics United States''' || N || 9705 || 30488 || 43245 || 51620 || 25920 || 160978 || 83438 || 2.67 || 1.13&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.028774118 || 18.93923393 || 26.86391929 || 32.06649356 || 16.1015791 ||  || 51.83192734 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Human Geography''' || N || 3249 || 5183 || 6320 || 4724 || 9529 || 29005 || 14752 || 2.58 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.20151698 || 17.86933287 || 21.78934666 || 16.2868471 || 32.85295639 ||  || 50.86019652 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Total Group) || N || 252 || 209 || 393 || 329 || 459 || 1642 || 854 || 2.67 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.34713764 || 12.72838002 || 23.93422655 || 20.0365408 || 27.95371498 ||  || 52.00974421 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Standard Group)** || N || 85 || 138 || 311 || 292 || 433 || 1259 || 534 || 2.32 || 1.24&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.751389992 || 10.96108022 || 24.70214456 || 23.19301033 || 34.3923749 ||  || 42.41461477 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Total Group)** || N || 724 || 154 || 314 || 152 || 323 || 1667 || 1192 || 3.48 || 1.57&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.43131374 || 9.23815237 || 18.83623275 || 9.118176365 || 19.37612478 ||  || 71.50569886 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Standard Group)** || N || 102 || 66 || 182 || 99 || 218 || 667 || 350 || 2.6 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.29235382 || 9.895052474 || 27.28635682 || 14.84257871 || 32.68365817 ||  || 52.47376312 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Literature''' || N || 508 || 549 || 962 || 612 || 1140 || 3771 || 2019 || 2.65 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 13.47122779 || 14.55847255 || 25.51047468 || 16.22911695 || 30.23070804 ||  || 53.54017502 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Vergil''' || N || 937 || 911 || 1229 || 931 || 921 || 4929 || 3077 || 3 || 1.37&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.00994116 || 18.4824508 || 24.9340637 || 18.88821262 || 18.68533171 ||  || 62.42645567 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' || N || 2210 || 2263 || 3400 || 3517 || 1804 || 13194 || 7873 || 2.97 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.7500379 || 17.15173564 || 25.76928907 || 26.65605578 || 13.67288161 ||  || 59.6710626 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Aural Subscore || N || 2184 || 2296 || 3219 || 3767 || 1728 || 13194 || 7699 || 2.96 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.55297863 || 17.40184933 || 24.39745339 || 28.55085645 || 13.09686221 ||  || 58.35228134 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Nonaural Subscore || N || 2240 || 2305 || 3398 || 3461 || 1790 || 13194 || 7943 || 2.98 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.97741398 || 17.47006215 || 25.75413067 || 26.23162043 || 13.56677278 ||  || 60.20160679 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics B''' || N || 8869 || 9279 || 14931 || 10210 || 11601 || 54890 || 33079 || 2.88 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.15777009 || 16.90471853 || 27.20167608 || 18.60083804 || 21.13499727 ||  || 60.26416469 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C E&amp;amp;M''' || N || 3787 || 2871 || 1354 || 1890 || 1290 || 11192 || 8012 || 3.53 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.83666905 || 25.65225161 || 12.09792709 || 16.88706219 || 11.52609006 ||  || 71.58684775 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C Mechanics''' || N || 6877 || 6669 || 5268 || 3699 || 3801 || 26314 || 18814 || 3.35 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 26.13437714 || 25.34392339 || 20.01976134 || 14.05715589 || 14.44478225 ||  || 71.49806187 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Psychology''' || N || 21833 || 30430 || 23851 || 15902 || 24112 || 116128 || 76114 || 3.09 || 1.41&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 18.80080601 || 26.20384403 || 20.53854368 || 13.69351061 || 20.76329567 ||  || 65.54319372 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Total Group) || N || 20397 || 25383 || 19464 || 17892 || 18063 || 101199 || 65244 || 3.12 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.1553375 || 25.08226366 || 19.23339163 || 17.6800166 || 17.8489906 ||  || 64.4709928 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Standard Group)** || N || 4299 || 8269 || 8085 || 9230 || 11290 || 41173 || 20653 || 2.64 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.44130862 || 20.0835499 || 19.63665509 || 22.41760377 || 27.42088262 ||  || 50.16151361 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Literature''' || N || 1757 || 3464 || 4207 || 2277 || 3616 || 15321 || 9428 || 2.83 || 1.32&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.46791985 || 22.60949024 || 27.45904314 || 14.86195418 || 23.60159259 ||  || 61.53645323 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Statistics''' || N || 11643 || 21076 || 24922 || 16755 || 23637 || 98033 || 57641 || 2.8 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.87661298 || 21.49888303 || 25.42205176 || 17.09118358 || 24.11126865 ||  || 58.79754776 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art Drawing''' || N || 1681 || 2470 || 5043 || 3546 || 818 || 13558 || 9194 || 3.05 || 1.09&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.39858386 || 18.21802626 || 37.19575159 || 26.15430004 || 6.03333825 ||  || 67.81236171 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 2-D Design''' || N || 1494 || 2861 || 4665 || 3674 || 716 || 13410 || 9020 || 3.06 || 1.07&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.1409396 || 21.33482476 || 34.78747204 || 27.39746458 || 5.339299031 ||  || 67.26323639 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 3-D Design''' || N || 223 || 324 || 935 || 665 || 173 || 2320 || 1482 || 2.9 || 1.05&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.612068966 || 13.96551724 || 40.30172414 || 28.6637931 || 7.456896552 ||  || 63.87931034 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''United States History''' || N || 37110 || 66325 || 74153 || 87268 || 68706 || 333562 || 177588 || 2.75 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.125368 || 19.88385967 || 22.23064977 || 26.16245256 || 20.59767 ||  || 53.23987744 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''World History''' || N || 11461 || 17183 || 26616 || 24773 || 21942 || 101975 || 55260 || 2.72 || 1.28&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;hr&amp;gt;&lt;br /&gt;
* SOCR Home page: http://www.socr.ucla.edu&lt;br /&gt;
&lt;br /&gt;
{{translate|pageName=http://wiki.stat.ucla.edu/socr/index.php?title=SOCR_Data_Dinov_030708_APExamScores}}&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11357</id>
		<title>SOCR Data Dinov 030708 APExamScores</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11357"/>
		<updated>2011-10-25T01:17:39Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* 2007 USA AP Exam Score Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== [[SOCR_Data |SOCR Data]] - 2007 Advanced Placement (AP) Exam Scores by Discipline==&lt;br /&gt;
&lt;br /&gt;
===Data Description===&lt;br /&gt;
* '''Source''': [http://professionals.collegeboard.com/data-reports-research/ap/data-2007 The College Board AP Results for 2007].&lt;br /&gt;
&lt;br /&gt;
* '''Summary''':&lt;br /&gt;
[[Image:SOCR_Data_Dinov_APExams_062408_Fig1.png|150px|thumbnail|right| [http://www.hoover.org/publications/ednext/3260116.html AP Exams] ]]&lt;br /&gt;
&lt;br /&gt;
: The goals of collecting this data on AP exam scores by discipline was to gauge the individual success on an AP Exam in 2007. Most students view a grade of 3 or higher as a successful grade (grade range {1 (worst), 2, 3, 4, 5(best)}. Of interest was to evaluate the performance for each grade level, type of school, or geographic location.&lt;br /&gt;
&lt;br /&gt;
: This table reflects 2,533,431 AP Examinations taken by 1,464,254 students from 16,464 secondary schools.&lt;br /&gt;
&lt;br /&gt;
: Standard students generally receive most of their foreign language training in U.S. schools. They did not indicate on their answer sheet that they regularly speak or hear the foreign language of the examination, or that they have lived for one month or more   in a country where the language is spoken.&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Genders and Grace Levels)===&lt;br /&gt;
The table below contains the raw numbers of students taking different AP exams, their scores and grade levels and genders.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || colspan=&amp;quot;5&amp;quot; |Examination Grade||colspan=&amp;quot;4&amp;quot;|Summary Statistics||colspan=&amp;quot;7&amp;quot;|Grade Level||colspan=&amp;quot;2&amp;quot;|Gender&lt;br /&gt;
|-&lt;br /&gt;
|5||4||3||2||1||Number of Students||3 or Higher%||Mean Grade||Standard Deviation||9th Grade||10th Grade||11th Grade||12th Grade||Not HS||&amp;lt;9th Grade||Other||Male||Female&lt;br /&gt;
|-&lt;br /&gt;
| Biology||27996.00||29338.00||30749.00||33664.00||23049.00||144796.00||88083.00||3.04||1.36||1368.00||13311.00||54119.00||70493.00||85.00||24.00||5396.00||60597.00||84199.00&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB||44409.00||39682.00||40448.00||32704.00||54450.00||211693.00||124539.00||2.94||1.49||190.00||2655.00||38717.00||162361.00||484.00||30.00||7256.00||109095.00||102598.00&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB_Subscores||32268.00||14168.00||8915.00||4222.00||4738.00||64311.00||55351.00||4.01||1.25||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Calculus BC||27949.00||11489.00||12095.00||4090.00||8688.00||64311.00||51533.00||3.71||1.42||121.00||1255.00||14142.00||46713.00||134.00||15.00||1931.00||38028.00||26283.00&lt;br /&gt;
|-&lt;br /&gt;
| Chemistry||14820.00||17462.00||22321.00||17928.00||24605.00||97136.00||54603.00||2.79||1.39||50.00||5550.00||50226.00||37751.00||220.00||5.00||3334.00||51743.00||45393.00&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Standard Group)**||177.00||71.00||60.00||24.00||31.00||363.00||308.00||3.93||1.30||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Total Group)**||2643.00||386.00||146.00||36.00||50.00||3261.00||3175.00||4.70||0.74||80.00||367.00||1193.00||1453.00||5.00||7.00||156.00||1482.00||1779.00&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science A||2902.00||3434.00||2178.00||1433.00||5102.00||15049.00||8514.00||2.84||1.56||215.00||2508.00||5539.00||6274.00||13.00||3.00||497.00||12282.00||2767.00&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science AB||1682.00||997.00||926.00||473.00||986.00||5064.00||3605.00||3.38||1.50||43.00||599.00||2024.00||2246.00||13.00||5.00||134.00||4461.00||603.00&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Macro||8462.00||14693.00||9881.00||10311.00||16769.00||60116.00||33036.00||2.80||1.43||109.00||876.00||6684.00||49818.00||245.00||2.00||2382.00||32931.00||27185.00&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Micro||6080.00||10300.00||7766.00||5459.00||7778.00||37383.00||24146.00||3.04||1.38||24.00||1109.00||5589.00||29006.00||228.00||2.00||1425.00||21438.00||15945.00&lt;br /&gt;
|-&lt;br /&gt;
| English Language||25840.00||51720.00||88529.00||85517.00||30624.00||282230.00||166089.00||2.85||1.12||90.00||4346.00||229191.00||37769.00||64.00||3.00||10767.00||104425.00||177805.00&lt;br /&gt;
|-&lt;br /&gt;
| English Literature||20829.00||62283.00||99267.00||90050.00||26049.00||298478.00||182379.00||2.87||1.06||20.00||651.00||23745.00||262341.00||151.00||4.00||11566.00||108109.00||190369.00&lt;br /&gt;
|-&lt;br /&gt;
| Environmental Science||5670.00||12092.00||9383.00||9183.00||16088.00||52416.00||27145.00||2.66||1.40||728.00||2068.00||17448.00||29665.00||45.00||0.00||2462.00||23129.00||29287.00&lt;br /&gt;
|-&lt;br /&gt;
| European History||10800.00||18314.00||34823.00||10910.00||22195.00||97042.00||63937.00||2.84||1.28||419.00||48885.00||15659.00||28580.00||36.00||1.00||3462.00||45075.00||51967.00&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Standard Group)**||1244.00||2510.00||5331.00||3816.00||3928.00||16829.00||9085.00||2.60||1.20||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Total Group)**||2743.00||3655.00||6643.00||4361.00||4307.00||21709.00||13041.00||2.82||1.28||162.00||1119.00||5943.00||13555.00||13.00||84.00||833.00||6535.00||15174.00&lt;br /&gt;
|-&lt;br /&gt;
| French Literature||501.00||487.00||480.00||337.00||263.00||2068.00||1468.00||3.30||1.34||10.00||111.00||489.00||1360.00||2.00||0.00||96.00||594.00||1474.00&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Standard Group)**||342.00||760.00||938.00||885.00||635.00||3560.00||2040.00||2.80||1.23||.||.||.||.||.||.||.||.||&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Total Group)**||1316.00||1160.00||1158.00||1043.00||720.00||5397.00||3634.00||3.24||1.36||80.00||302.00||1273.00||3505.00||12.00||39.00||186.00||2778.00||2619.00&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics Comparative||2188.00||2635.00||3000.00||3039.00||2496.00||13358.00||7823.00||2.92||1.35||8.00||711.00||2285.00||9745.00||15.00||0.00||594.00||6986.00||6372.00&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics United States||9705.00||30488.00||43245.00||51620.00||25920.00||160978.00||83438.00||2.67||1.13||946.00||8258.00||16900.00||128710.00||55.00||6.00||6103.00||75427.00||85551.00&lt;br /&gt;
|-&lt;br /&gt;
| Human Geography||3249.00||5183.00||6320.00||4724.00||9529.00||29005.00||14752.00||2.58||1.39||12546.00||5219.00||3874.00||6229.00||10.00||2.00||1125.00||13182.00||15823.00&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Standard Group)**||85.00||138.00||311.00||292.00||433.00||1259.00||534.00||2.32||1.24||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Total Group)**||252.00||209.00||393.00||329.00||459.00||1642.00||854.00||2.67||1.40||8.00||27.00||263.00||1267.00||6.00||0.00||71.00||582.00||1060.00&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Standard Group)**||102.00||66.00||182.00||99.00||218.00||667.00||350.00||2.60||1.42||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Total Group)**||724.00||154.00||314.00||152.00||323.00||1667.00||1192.00||3.48||1.57||31.00||96.00||456.00||1026.00||3.00||2.00||53.00||773.00||894.00&lt;br /&gt;
|-&lt;br /&gt;
| Latin Literature||508.00||549.00||962.00||612.00||1140.00||3771.00||2019.00||2.65||1.39||11.00||156.00||1564.00||1920.00||3.00||1.00||116.00||1766.00||2005.00&lt;br /&gt;
|-&lt;br /&gt;
| Latin Vergil||937.00||911.00||1229.00||931.00||921.00||4929.00||3077.00||3.00||1.37||36.00||313.00||2112.00||2299.00||1.00||1.00||167.00||2578.00||2351.00&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory||2210.00||2263.00||3400.00||3517.00||1804.00||13194.00||7873.00||2.97||1.29||105.00||1175.00||4239.00||7189.00||12.00||15.00||459.00||7507.00||5687.00&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Aural Subscore||2184.00||2296.00||3219.00||3767.00||1728.00||13194.00||7699.00||2.96||1.28||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Nonaural Subscore||2240.00||2305.00||3398.00||3461.00||1790.00||13194.00||7943.00||2.98||1.29||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Physics B||8869.00||9279.00||14931.00||10210.00||11601.00||54890.00||33079.00||2.88||1.35||103.00||1144.00||19411.00||32138.00||77.00||24.00||1993.00||35711.00||19179.00&lt;br /&gt;
|-&lt;br /&gt;
| Physics C E&amp;amp;M||3787.00||2871.00||1354.00||1890.00||1290.00||11192.00||8012.00||3.53||1.40||5.00||132.00||1275.00||9370.00||83.00||5.00||322.00||8678.00||2514.00&lt;br /&gt;
|-&lt;br /&gt;
| Physics C Mechanics||6877.00||6669.00||5268.00||3699.00||3801.00||26314.00||18814.00||3.35||1.38||8.00||218.00||3498.00||21651.00||99.00||9.00||831.00||19291.00||7023.00&lt;br /&gt;
|-&lt;br /&gt;
| Psychology||21833.00||30430.00||23851.00||15902.00||24112.00||116128.00||76114.00||3.09||1.41||123.00||3329.00||37075.00||70456.00||88.00||5.00||5052.00||40920.00||75208.00&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Standard Group)**||4299.00||8269.00||8085.00||9230.00||11290.00||41173.00||20653.00||2.64||1.34||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Total Group)**||20397.00||25383.00||19464.00||17892.00||18063.00||101199.00||65244.00||3.12||1.39||2677.00||11677.00||35429.00||43772.00||133.00||2864.00||4647.00||36166.00||65033.00&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Literature||1757.00||3464.00||4207.00||2277.00||3616.00||15321.00||9428.00||2.83||1.32||129.00||1114.00||4541.00||8598.00||7.00||0.00||932.00||5100.00||10221.00&lt;br /&gt;
|-&lt;br /&gt;
| Statistics||11643.00||21076.00||24922.00||16755.00||23637.00||98033.00||57641.00||2.80||1.34||117.00||3964.00||18782.00||71348.00||193.00||10.00||3619.00||48854.00||49179.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 2-D Design||1494.00||2861.00||4665.00||3674.00||716.00||13410.00||9020.00||3.06||1.07||16.00||212.00||2314.00||10169.00||22.00||1.00||676.00||3895.00||9515.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 3-D Design||223.00||324.00||935.00||665.00||173.00||2320.00||1482.00||2.90||1.05||5.00||41.00||300.00||1822.00||5.00||0.00||147.00||823.00||1497.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art Drawing||1681.00||2470.00||5043.00||3546.00||818.00||13558.00||9194.00||3.05||1.09||8.00||316.00||2506.00||10012.00||22.00||0.00||694.00||3964.00||9594.00&lt;br /&gt;
|-&lt;br /&gt;
| United States History||37110.00||66325.00||74153.00||87268.00||68706.00||333562.00||177588.00||2.75||1.29||354.00||27033.00||277343.00||17332.00||40.00||10.00||11450.00||151569.00||181993.00&lt;br /&gt;
|-&lt;br /&gt;
| World History||11461.00||17183.00||26616.00||24773.00||21942.00||101975.00||55260.00||2.72||1.28||4685.00||78011.00||10172.00||5561.00||19.00||4.00||3523.00||45716.00||56259.00&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution===&lt;br /&gt;
The table below contains the numbers and scores of US students taking different AP exams.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || rowspan=&amp;quot;2&amp;quot;|Examination Grade||colspan=&amp;quot;2&amp;quot;|Gender||colspan=&amp;quot;9&amp;quot;|Ethnic Group||rowspan=&amp;quot;2&amp;quot;|Total&lt;br /&gt;
|-&lt;br /&gt;
|Male||Female||Not Stated||American Indian||Asian||Black||Mexican American||Other||Other Hispanic||Puerto Rican||White&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Art History||5||730||1469||86||8||352||28||45||122||64||8||1486||2199&lt;br /&gt;
|-&lt;br /&gt;
| 4||1377||2763||160||14||670||74||138||223||213||18||2630||4140&lt;br /&gt;
|-&lt;br /&gt;
| 3||1614||3288||190||25||711||141||211||242||348||37||2997||4902&lt;br /&gt;
|-&lt;br /&gt;
| 2||1141||2332||124||16||511||145||223||163||291||35||1965||3473&lt;br /&gt;
|-&lt;br /&gt;
| 1||1296||2403||162||22||499||279||347||152||461||41||1736||3699&lt;br /&gt;
|-&lt;br /&gt;
| Total||6158||12255||722||85||2743||667||964||902||1377||139||10814||18413&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.85||2.88||2.84||2.65||2.95||2.14||2.29||3.00||2.37||2.40||3.02||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Biology||5||13617||13318||731||51||7032||398||317||1150||560||96||16600||26935&lt;br /&gt;
|-&lt;br /&gt;
| 4||13026||15463||771||100||5569||808||526||1223||726||132||18634||28489&lt;br /&gt;
|-&lt;br /&gt;
| 3||12717||17312||833||140||4954||1143||824||1177||988||182||19788||30029&lt;br /&gt;
|-&lt;br /&gt;
| 2||12309||20768||997||193||4740||2089||1555||1303||1481||272||20447||33077&lt;br /&gt;
|-&lt;br /&gt;
| 1||7354||15437||737||152||2920||3585||2174||893||1965||283||10082||22791&lt;br /&gt;
|-&lt;br /&gt;
| Total||59023||82298||4069||636||25215||8023||5396||5746||5720||965||85551||141321&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.22||2.88||2.94||2.54||3.36||2.05||2.12||3.08||2.38||2.47||3.13||3.03&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus AB||5||25366||16543||962||84||8008||512||617||1202||901||115||29508||41909&lt;br /&gt;
|-&lt;br /&gt;
| 4||20395||17916||897||110||6279||853||798||1178||947||135||27114||38311&lt;br /&gt;
|-&lt;br /&gt;
| 3||19533||19635||983||154||6015||1213||1298||1191||1216||180||26918||39168&lt;br /&gt;
|-&lt;br /&gt;
| 2||15484||16379||749||143||4744||1417||1445||1007||1231||172||20955||31863&lt;br /&gt;
|-&lt;br /&gt;
| 1||24230||29065||1438||332||6876||5334||4557||1563||3312||405||29478||53295&lt;br /&gt;
|-&lt;br /&gt;
| Total||105008||99538||5029||823||31922||9329||8715||6141||7607||1007||133973||204546&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.07||2.76||2.84||2.36||3.12||1.91||2.02||2.91||2.33||2.39||3.05||2.92&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus BC||5||17507||9396||654||53||8045||247||296||918||462||80||16148||26903&lt;br /&gt;
|-&lt;br /&gt;
| 4||6460||4771||268||25||2876||219||180||415||272||38||6938||11231&lt;br /&gt;
|-&lt;br /&gt;
| 3||6450||5410||276||25||2939||306||333||384||337||42||7218||11860&lt;br /&gt;
|-&lt;br /&gt;
| 2||2091||1944||104||18||965||138||146||138||128||17||2381||4035&lt;br /&gt;
|-&lt;br /&gt;
| 1||4382||4203||223||33||1969||494||442||323||393||30||4678||8585&lt;br /&gt;
|-&lt;br /&gt;
| Total||36890||25724||1525||154||16794||1404||1397||2178||1592||207||37363||62614&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.83||3.51||3.67||3.31||3.84||2.71||2.82||3.67||3.18||3.58||3.74||3.70&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chemistry||5||9090||4631||348||25||4372||153||104||486||204||35||7994||13721&lt;br /&gt;
|-&lt;br /&gt;
| 4||9620||6935||446||38||4151||316||207||572||322||53||10450||16555&lt;br /&gt;
|-&lt;br /&gt;
| 3||11583||9871||542||85||4371||569||432||823||552||97||13983||21454&lt;br /&gt;
|-&lt;br /&gt;
| 2||8607||8788||424||76||3034||689||499||599||559||99||11416||17395&lt;br /&gt;
|-&lt;br /&gt;
| 1||10549||13633||653||144||3535||2475||1701||945||1450||205||13074||24182&lt;br /&gt;
|-&lt;br /&gt;
| Total||49449||43858||2413||368||19463||4202||2943||3425||3087||489||56917||93307&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.55||2.76||2.25||3.14||1.81||1.82||2.72||2.12||2.21||2.80||2.77&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chinese Lang &amp;amp; Cultures||5||854||1118||77||.||1857||.||.||20||.||.||16||1972&lt;br /&gt;
|-&lt;br /&gt;
| 4||145||158||8||.||264||.||.||7||.||.||23||303&lt;br /&gt;
|-&lt;br /&gt;
| 3||65||48||11||.||76||3||.||3||.||.||19||113&lt;br /&gt;
|-&lt;br /&gt;
| 2||14||16||1||.||14||.||.||3||.||.||10||30&lt;br /&gt;
|-&lt;br /&gt;
| 1||17||25||.||.||18||2||.||1||.||.||16||42&lt;br /&gt;
|-&lt;br /&gt;
| Total||1095||1365||97||4||2229||5||4||34||3||.||84||2460&lt;br /&gt;
|-&lt;br /&gt;
| Mean||4.65||4.71||4.66||.||4.76||2.20||.||4.24||.||.||3.15||4.68&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science A||5||2386||396||51||6||717||25||25||102||51||12||1793||2782&lt;br /&gt;
|-&lt;br /&gt;
| 4||2810||491||81||8||782||56||60||124||91||14||2085||3301&lt;br /&gt;
|-&lt;br /&gt;
| 3||1726||375||48||12||485||46||51||73||61||12||1313||2101&lt;br /&gt;
|-&lt;br /&gt;
| 2||1119||261||25||6||296||41||43||59||50||11||849||1380&lt;br /&gt;
|-&lt;br /&gt;
| 1||3823||1142||144||22||1039||472||250||216||312||34||2476||4965&lt;br /&gt;
|-&lt;br /&gt;
| Total||11864||2665||349||54||3319||640||429||574||565||83||8516||14529&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.90||2.53||2.63||2.44||2.95||1.63||1.99||2.72||2.15||2.51||2.98||2.83&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer Science AB||5||1433||179||33||2||444||15||12||63||18||6||1019||1612&lt;br /&gt;
|-&lt;br /&gt;
| 4||831||129||10||2||247||10||17||31||14||3||626||960&lt;br /&gt;
|-&lt;br /&gt;
| 3||787||105||29||1||248||13||11||43||21||2||524||892&lt;br /&gt;
|-&lt;br /&gt;
| 2||401||53||18||2||128||10||3||16||14||2||261||454&lt;br /&gt;
|-&lt;br /&gt;
| 1||820||125||27||6||224||29||32||38||32||4||553||945&lt;br /&gt;
|-&lt;br /&gt;
| Total||4272||591||117||13||1291||77||75||191||99||17||2983||4863&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.39||3.31||3.03||2.38||3.43||2.64||2.65||3.34||2.72||3.29||3.43||3.38&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Macro||5||5037||2469||189||14||1819||68||111||278||189||20||4818||7506&lt;br /&gt;
|-&lt;br /&gt;
| 4||8373||5251||374||36||2698||279||303||495||505||47||8887||13624&lt;br /&gt;
|-&lt;br /&gt;
| 3||5234||4058||241||32||1644||313||360||341||409||44||5908||9292&lt;br /&gt;
|-&lt;br /&gt;
| 2||5146||4718||301||34||1617||402||542||364||529||75||6000||9864&lt;br /&gt;
|-&lt;br /&gt;
| 1||7212||9203||502||83||2015||1687||1746||586||1805||178||7813||16415&lt;br /&gt;
|-&lt;br /&gt;
| Total||31002||25699||1607||199||9793||2749||3062||2064||3437||364||33426||56701&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.50||2.66||2.32||3.07||1.78||1.85||2.77||2.05||2.05||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics Micro||5||3697||1401||152||9||1261||44||49||193||78||10||3302||5098&lt;br /&gt;
|-&lt;br /&gt;
| 4||5791||3369||260||20||1871||177||175||340||249||32||6036||9160&lt;br /&gt;
|-&lt;br /&gt;
| 3||4012||3090||209||20||1242||226||209||264||249||47||4636||7102&lt;br /&gt;
|-&lt;br /&gt;
| 2||2654||2457||157||18||788||238||234||182||189||32||3273||5111&lt;br /&gt;
|-&lt;br /&gt;
| 1||3360||4115||247||26||950||960||635||266||619||132||3640||7475&lt;br /&gt;
|-&lt;br /&gt;
| Total||19514||14432||1025||93||6112||1645||1302||1245||1384||253||20887||33946&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.20||2.69||2.92||2.66||3.28||1.85||2.05||3.01||2.26||2.04||3.10||2.98&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lang &amp;amp; Composition||5||10163||15274||704||62||3680||402||333||1100||609||92||18455||25437&lt;br /&gt;
|-&lt;br /&gt;
| 4||19690||31194||1382||209||6156||1281||1189||2043||1592||231||36801||50884&lt;br /&gt;
|-&lt;br /&gt;
| 3||31986||55167||2391||476||9374||3941||3697||3206||3726||566||59776||87153&lt;br /&gt;
|-&lt;br /&gt;
| 2||29442||54801||2560||663||8342||7901||7949||3130||6296||804||46598||84243&lt;br /&gt;
|-&lt;br /&gt;
| 1||11540||18709||1035||300||2122||6162||4937||989||3997||342||10365||30249&lt;br /&gt;
|-&lt;br /&gt;
| Total||102821||175145||8072||1710||29674||19687||18105||10468||16220||2035||171995||277966&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.83||2.77||2.46||3.03||2.08||2.12||2.92||2.29||2.47||3.04||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English Lit &amp;amp; Composition||5||6482||13815||645||39||2628||264||237||871||365||72||15176||20297&lt;br /&gt;
|-&lt;br /&gt;
| 4||21394||39453||1737||213||6731||1413||1054||2151||1495||252||45801||60847&lt;br /&gt;
|-&lt;br /&gt;
| 3||35632||61469||2744||470||9489||4196||3090||3162||3487||644||69819||97101&lt;br /&gt;
|-&lt;br /&gt;
| 2||32099||56235||2574||651||8637||9177||6305||3068||5555||934||51433||88334&lt;br /&gt;
|-&lt;br /&gt;
| 1||10314||15424||855||254||2138||6879||3148||857||2974||357||8276||25738&lt;br /&gt;
|-&lt;br /&gt;
| Total||105921||186396||8555||1627||29623||21929||13834||10109||13876||2259||190505||292317&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.83||2.89||2.85||2.47||2.97||2.04||2.20||2.91||2.33||2.45||3.04||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Environmental Science||5||3313||2270||177||10||824||53||69||205||123||21||4101||5583&lt;br /&gt;
|-&lt;br /&gt;
| 4||6146||5798||365||36||1420||246||244||460||401||61||8711||11944&lt;br /&gt;
|-&lt;br /&gt;
| 3||4264||5029||285||35||1054||314||244||369||358||53||6581||9293&lt;br /&gt;
|-&lt;br /&gt;
| 2||3682||5421||300||50||973||416||323||336||479||61||6165||9103&lt;br /&gt;
|-&lt;br /&gt;
| 1||5464||10511||560||94||1593||1951||1072||644||1520||181||8360||15975&lt;br /&gt;
|-&lt;br /&gt;
| Total||22869||29029||1687||225||5864||2980||1952||2014||2881||377||33918||51898&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.45||2.58||2.19||2.81||1.67||1.93||2.63||2.00||2.15||2.82||2.65&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|European History||5||5633||4933||301||19||1662||109||120||425||262||29||7639||10566&lt;br /&gt;
|-&lt;br /&gt;
| 4||9106||8811||527||61||2481||304||275||753||508||78||12930||17917&lt;br /&gt;
|-&lt;br /&gt;
| 3||16137||18077||986||139||4169||939||881||1393||1098||181||24428||34214&lt;br /&gt;
|-&lt;br /&gt;
| 2||4661||6079||324||56||1271||438||408||401||455||74||7313||10740&lt;br /&gt;
|-&lt;br /&gt;
| 1||8737||13161||730||116||2377||1761||1557||927||1364||227||12839||21898&lt;br /&gt;
|-&lt;br /&gt;
| Total||44274||51061||2868||391||11960||3551||3241||3899||3687||589||65149||95335&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.73||2.77||2.52||2.98||2.03||2.07||2.83||2.42||2.33||2.93||2.84&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Language||5||701||1450||91||1||201||144||23||170||87||6||1428||2151&lt;br /&gt;
|-&lt;br /&gt;
| 4||884||2221||114||4||374||182||58||220||111||10||2032||3105&lt;br /&gt;
|-&lt;br /&gt;
| 3||1810||4237||193||10||783||302||180||298||273||7||4001||6047&lt;br /&gt;
|-&lt;br /&gt;
| 2||1161||2981||163||12||498||204||181||180||191||7||2706||4142&lt;br /&gt;
|-&lt;br /&gt;
| 1||1286||2924||134||12||466||300||329||188||308||25||2448||4210&lt;br /&gt;
|-&lt;br /&gt;
| Total||5842||13813||695||39||2322||1132||771||1056||970||55||12615||19655&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.73||2.81||2.23||2.72||2.70||2.05||3.00||2.46||2.36||2.78||2.74&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French Literature||5||118||314||28||.||44||13||6||28||14||2||297||432&lt;br /&gt;
|-&lt;br /&gt;
| 4||114||319||16||.||53||23||4||24||11||2||300||433&lt;br /&gt;
|-&lt;br /&gt;
| 3||121||322||24||.||50||27||5||25||17||||294||443&lt;br /&gt;
|-&lt;br /&gt;
| 2||101||217||14||.||38||17||10||20||13||1||205||318&lt;br /&gt;
|-&lt;br /&gt;
| 1||85||166||7||.||24||17||3||12||20||1||167||251&lt;br /&gt;
|-&lt;br /&gt;
| Total||539||1338||89||1||209||97||28||109||75||6||1263||1877&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.15||3.30||3.49||.||3.26||2.98||3.00||3.33||2.81||3.50||3.28||3.25&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|German Language||5||464||510||39||2||48||18||1||44||13||1||808||974&lt;br /&gt;
|-&lt;br /&gt;
| 4||533||530||25||4||72||14||10||46||20||1||871||1063&lt;br /&gt;
|-&lt;br /&gt;
| 3||600||516||29||3||67||15||9||37||24||3||929||1116&lt;br /&gt;
|-&lt;br /&gt;
| 2||530||499||30||3||62||11||16||39||19||6||843||1029&lt;br /&gt;
|-&lt;br /&gt;
| 1||415||298||20||7||44||30||24||24||30||5||529||713&lt;br /&gt;
|-&lt;br /&gt;
| Total||2542||2353||143||19||293||88||60||190||106||16||3980||4895&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.19||3.23||2.53||3.06||2.76||2.13||3.25||2.69||2.19||3.15||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics Comp||5||1256||784||60||2||281||28||29||78||62||8||1492||2040&lt;br /&gt;
|-&lt;br /&gt;
| 4||1461||1057||92||11||340||47||50||106||77||11||1784||2518&lt;br /&gt;
|-&lt;br /&gt;
| 3||1488||1390||104||17||344||90||61||134||103||23||2002||2878&lt;br /&gt;
|-&lt;br /&gt;
| 2||1481||1456||85||10||322||156||81||148||127||17||1991||2937&lt;br /&gt;
|-&lt;br /&gt;
| 1||1072||1382||106||22||262||262||134||114||147||24||1383||2454&lt;br /&gt;
|-&lt;br /&gt;
| Total||6758||6069||447||62||1549||583||355||580||516||83||8652||12827&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.74||2.81||2.37||3.04||2.01||2.32||2.80||2.57||2.54||3.00||2.90&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government Politics US||5||5392||4272||267||18||1341||127||138||359||186||25||7203||9664&lt;br /&gt;
|-&lt;br /&gt;
| 4||16375||13992||829||100||3901||580||624||1113||825||131||22264||30367&lt;br /&gt;
|-&lt;br /&gt;
| 3||21584||21509||1101||179||5304||1464||1385||1518||1544||242||30356||43093&lt;br /&gt;
|-&lt;br /&gt;
| 2||22468||28942||1483||279||6275||3227||3145||1925||2815||401||31860||51410&lt;br /&gt;
|-&lt;br /&gt;
| 1||9325||16487||757||160||2885||4032||3439||972||3194||304||10069||25812&lt;br /&gt;
|-&lt;br /&gt;
| Total||75144||85202||4437||736||19706||9430||8731||5887||8564||1103||101752||160346&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.81||2.54||2.63||2.37||2.72||1.89||1.96||2.65||2.07||2.25||2.85||2.67&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Human Geography||5||1765||1310||72||10||446||69||44||122||96||17||2199||3075&lt;br /&gt;
|-&lt;br /&gt;
| 4||2538||2491||145||16||639||184||89||187||228||22||3519||5029&lt;br /&gt;
|-&lt;br /&gt;
| 3||2929||3260||169||21||676||323||170||252||411||63||4104||6189&lt;br /&gt;
|-&lt;br /&gt;
| 2||2019||2627||140||24||448||386||210||176||350||60||2852||4646&lt;br /&gt;
|-&lt;br /&gt;
| 1||3614||5834||329||44||710||1843||645||385||949||196||4347||9448&lt;br /&gt;
|-&lt;br /&gt;
| Total||12865||15522||855||115||2919||2805||1158||1122||2034||358||17021||28387&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.41||2.40||2.34||2.88||1.66||1.86||2.54||2.10||1.89||2.79||2.56&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Italian Language||5||73||122||6||.||5||2||4||11||32||2||131||195&lt;br /&gt;
|-&lt;br /&gt;
| 4||61||127||8||.||2||2||9||8||41||1||117||188&lt;br /&gt;
|-&lt;br /&gt;
| 3||127||258||11||.||23||3||13||13||63||7||252||385&lt;br /&gt;
|-&lt;br /&gt;
| 2||114||214||12||.||16||5||7||12||41||5||230||328&lt;br /&gt;
|-&lt;br /&gt;
| 1||172||287||19||.||18||9||11||14||27||9||352||459&lt;br /&gt;
|-&lt;br /&gt;
| Total||547||1008||56||2||64||21||44||58||204||24||1082||1555&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.54||2.59||2.46||.||2.38||2.19||2.73||2.83||3.05||2.25||2.49||2.57&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Japanese Lang &amp;amp; Culture||5||210||226||18||.||351||1||||30||1||.||34||436&lt;br /&gt;
|-&lt;br /&gt;
| 4||63||66||6||.||79||1||1||5||2||.||34||129&lt;br /&gt;
|-&lt;br /&gt;
| 3||131||171||15||.||172||9||4||13||4||.||85||302&lt;br /&gt;
|-&lt;br /&gt;
| 2||68||79||4||.||67||7||1||13||1||.||54||147&lt;br /&gt;
|-&lt;br /&gt;
| 1||163||151||13||.||116||9||7||18||12||.||136||314&lt;br /&gt;
|-&lt;br /&gt;
| Total||635||693||56||1||785||27||13||79||20||4||343||1328&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.14||3.20||3.21||.||3.61||2.19||1.92||3.20||1.95||.||2.35||3.17&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Literature||5||239||265||18||1||92||10||3||22||7||2||349||504&lt;br /&gt;
|-&lt;br /&gt;
| 4||243||302||18||||83||17||3||27||3||1||393||545&lt;br /&gt;
|-&lt;br /&gt;
| 3||450||503||31||2||117||27||12||41||10||1||712||953&lt;br /&gt;
|-&lt;br /&gt;
| 2||276||332||23||3||60||21||11||22||7||.||461||608&lt;br /&gt;
|-&lt;br /&gt;
| 1||553||585||35||7||134||42||17||46||41||5||811||1138&lt;br /&gt;
|-&lt;br /&gt;
| Total||1761||1987||125||13||486||117||46||158||68||9||2726||3748&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.62||2.66||2.69||1.85||2.87||2.42||2.22||2.73||1.94||2.44||2.64||2.64&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin Vergil||5||489||436||32||.||136||16||6||48||11||1||675||925&lt;br /&gt;
|-&lt;br /&gt;
| 4||512||393||36||4||109||15||6||42||12||4||677||905&lt;br /&gt;
|-&lt;br /&gt;
| 3||646||582||34||6||137||28||12||49||21||5||936||1228&lt;br /&gt;
|-&lt;br /&gt;
| 2||475||453||26||5||77||28||16||34||23||3||716||928&lt;br /&gt;
|-&lt;br /&gt;
| 1||449||471||40||8||66||32||26||28||22||1||697||920&lt;br /&gt;
|-&lt;br /&gt;
| Total||2571||2335||168||23||525||119||66||201||89||14||3701||4906&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.94||2.96||2.26||3.33||2.62||2.24||3.24||2.63||3.07||2.98||3.00&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Music Theory||5||1359||779||73||5||334||32||21||57||38||8||1570||2138&lt;br /&gt;
|-&lt;br /&gt;
| 4||1277||946||72||10||299||52||35||64||40||12||1639||2223&lt;br /&gt;
|-&lt;br /&gt;
| 3||1880||1482||86||20||380||102||67||104||126||32||2445||3362&lt;br /&gt;
|-&lt;br /&gt;
| 2||1886||1596||119||18||362||224||109||127||153||41||2329||3482&lt;br /&gt;
|-&lt;br /&gt;
| 1||1011||777||64||15||146||249||82||62||165||30||975||1788&lt;br /&gt;
|-&lt;br /&gt;
| Total||7413||5580||414||68||1521||659||314||414||522||123||8958||12993&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.88||2.93||2.59||3.21||2.08||2.38||2.82||2.30||2.41||3.06||2.96&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics B||5||6142||1856||203||20||2031||54||69||288||137||28||5168||7998&lt;br /&gt;
|-&lt;br /&gt;
| 4||6279||2507||235||27||1750||133||128||276||194||35||6008||8786&lt;br /&gt;
|-&lt;br /&gt;
| 3||9545||4884||406||42||2664||310||364||510||396||60||9677||14429&lt;br /&gt;
|-&lt;br /&gt;
| 2||6085||3896||257||43||1755||414||384||315||403||63||6347||9981&lt;br /&gt;
|-&lt;br /&gt;
| 1||6148||5293||340||74||1810||1137||1112||431||882||89||5566||11441&lt;br /&gt;
|-&lt;br /&gt;
| Total||34199||18436||1441||206||10010||2048||2057||1820||2012||275||32766||52635&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.55||2.79||2.40||3.04||1.81||1.86||2.82||2.16||2.45||2.97||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Elec &amp;amp; Magnet||5||2971||616||97||7||1107||28||23||120||59||5||2141||3587&lt;br /&gt;
|-&lt;br /&gt;
| 4||2143||622||70||13||755||40||31||101||59||9||1687||2765&lt;br /&gt;
|-&lt;br /&gt;
| 3||987||332||28||3||351||32||29||37||22||6||811||1319&lt;br /&gt;
|-&lt;br /&gt;
| 2||1339||503||61||5||425||47||34||56||48||8||1158||1842&lt;br /&gt;
|-&lt;br /&gt;
| 1||918||357||39||3||306||40||40||47||64||5||731||1275&lt;br /&gt;
|-&lt;br /&gt;
| Total||8358||2430||295||31||2944||187||157||361||252||33||6528||10788&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.59||3.26||3.42||3.52||3.66||2.83||2.76||3.53||3.00||3.03||3.51||3.51&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics C Mechanics||5||5252||1252||166||16||1894||45||52||207||107||18||3999||6504&lt;br /&gt;
|-&lt;br /&gt;
| 4||4847||1634||188||12||1490||74||76||218||138||26||4259||6481&lt;br /&gt;
|-&lt;br /&gt;
| 3||3789||1381||137||26||1034||106||102||157||134||19||3455||5170&lt;br /&gt;
|-&lt;br /&gt;
| 2||2478||1163||93||24||703||119||97||108||144||23||2330||3641&lt;br /&gt;
|-&lt;br /&gt;
| 1||2328||1430||109||20||771||270||230||136||226||25||1971||3758&lt;br /&gt;
|-&lt;br /&gt;
| Total||18694||6860||693||98||5892||614||557||826||749||111||16014||25554&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.44||3.02||3.30||2.80||3.51||2.19||2.32||3.31||2.67||2.90||3.37||3.33&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Psychology||5||7439||13750||589||59||3260||384||233||783||575||101||15205||21189&lt;br /&gt;
|-&lt;br /&gt;
| 4||10963||18770||844||125||3776||1064||545||1127||1110||184||20958||29733&lt;br /&gt;
|-&lt;br /&gt;
| 3||8488||14926||656||117||2645||1212||597||847||1008||183||16149||23414&lt;br /&gt;
|-&lt;br /&gt;
| 2||5378||10244||466||77||1664||1196||548||568||839||138||10126||15622&lt;br /&gt;
|-&lt;br /&gt;
| 1||7682||15958||818||124||2521||3665||1469||945||2098||283||11717||23640&lt;br /&gt;
|-&lt;br /&gt;
| Total||39950||73648||3373||502||13866||7521||3392||4270||5630||889||74155||113598&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.13||3.06||2.98||2.84||3.26||2.11||2.27||3.06||2.51||2.64||3.24||3.08&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Language||5||6585||13170||529||6||809||91||7237||416||6845||356||3466||19755&lt;br /&gt;
|-&lt;br /&gt;
| 4||8649||16516||790||22||1334||228||8890||543||6575||461||6322||25165&lt;br /&gt;
|-&lt;br /&gt;
| 3||6886||12473||598||32||1211||314||6239||468||4108||331||6058||19359&lt;br /&gt;
|-&lt;br /&gt;
| 2||6435||11365||580||43||1327||458||4785||483||3121||303||6700||17800&lt;br /&gt;
|-&lt;br /&gt;
| 1||7121||10879||642||56||1388||1210||3488||549||2397||274||7996||18000&lt;br /&gt;
|-&lt;br /&gt;
| Total||35676||64403||3139||159||6069||2301||30639||2459||23046||1725||30542||100079&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.03||3.15||2.99||2.24||2.81||1.93||3.38||2.92||3.54||3.19||2.69||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish Literature||5||452||1057||47||1||78||9||413||40||536||17||368||1509&lt;br /&gt;
|-&lt;br /&gt;
| 4||946||2324||104||1||148||24||1283||65||1024||41||580||3270&lt;br /&gt;
|-&lt;br /&gt;
| 3||1309||2812||95||1||111||30||1929||69||1355||48||483||4121&lt;br /&gt;
|-&lt;br /&gt;
| 2||742||1520||57||2||48||17||1114||28||751||32||213||2262&lt;br /&gt;
|-&lt;br /&gt;
| 1||1415||2173||149||3||49||56||1676||53||1177||84||341||3588&lt;br /&gt;
|-&lt;br /&gt;
| Total||4864||9886||452||8||434||136||6415||255||4843||222||1985||14750&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.65||2.86||2.65||2.38||3.36||2.36||2.63||3.04||2.79||2.44||3.21||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Statistics||5||7099||4232||264||16||2675||92||98||342||152||31||7661||11331&lt;br /&gt;
|-&lt;br /&gt;
| 4||11470||9124||505||65||3697||335||265||583||445||67||14632||20594&lt;br /&gt;
|-&lt;br /&gt;
| 3||11984||12499||606||95||3668||645||520||751||697||97||17404||24483&lt;br /&gt;
|-&lt;br /&gt;
| 2||7526||9005||501||74||2228||748||543||529||640||100||11168||16531&lt;br /&gt;
|-&lt;br /&gt;
| 1||9864||13479||741||123||3142||2776||1516||833||1518||239||12455||23343&lt;br /&gt;
|-&lt;br /&gt;
| Total||47943||48339||2617||373||15410||4596||2942||3038||3452||534||63320||96282&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.97||2.62||2.64||2.40||3.03||1.74||1.94||2.69||2.15||2.16||2.90||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 2-D Design||5||471||959||41||8||172||41||30||57||66||11||1004||1430&lt;br /&gt;
|-&lt;br /&gt;
| 4||755||2012||110||10||275||95||82||104||149||16||1926||2767&lt;br /&gt;
|-&lt;br /&gt;
| 3||1267||3258||156||28||390||198||177||164||236||38||3138||4525&lt;br /&gt;
|-&lt;br /&gt;
| 2||1037||2526||146||32||271||215||164||154||208||37||2336||3563&lt;br /&gt;
|-&lt;br /&gt;
| 1||261||440||23||4||36||84||63||28||64||16||383||701&lt;br /&gt;
|-&lt;br /&gt;
| Total||3791||9195||476||82||1144||633||516||507||723||118||8787||12986&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.06||3.00||2.83||3.24||2.67||2.71||3.02||2.92||2.74||3.09||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art 3-D Design||5||93||123||6||||14||7||9||3||10||2||165||216&lt;br /&gt;
|-&lt;br /&gt;
| 4||124||191||13||2||27||18||17||11||24||1||202||315&lt;br /&gt;
|-&lt;br /&gt;
| 3||304||615||37||7||69||34||44||50||58||3||617||919&lt;br /&gt;
|-&lt;br /&gt;
| 2||223||437||25||6||51||41||41||33||42||6||415||660&lt;br /&gt;
|-&lt;br /&gt;
| 1||68||103||1||1||18||22||14||10||15||||90||171&lt;br /&gt;
|-&lt;br /&gt;
| Total||812||1469||82||16||179||122||125||107||149||12||1489||2281&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.94||2.86||2.98||2.63||2.82||2.57||2.73||2.66||2.81||2.92||2.96||2.89&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio Art Drawing||5||424||1184||57||4||312||55||38||57||80||10||995||1608&lt;br /&gt;
|-&lt;br /&gt;
| 4||614||1762||73||10||350||87||94||84||128||21||1529||2376&lt;br /&gt;
|-&lt;br /&gt;
| 3||1407||3490||162||22||589||214||220||210||287||37||3156||4897&lt;br /&gt;
|-&lt;br /&gt;
| 2||1049||2362||144||23||315||257||234||150||201||31||2056||3411&lt;br /&gt;
|-&lt;br /&gt;
| 1||348||436||36||7||52||157||72||32||69||12||347||784&lt;br /&gt;
|-&lt;br /&gt;
| Total||3842||9234||472||66||1618||770||658||533||765||111||8083||13076&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.93||3.10||2.94||2.71||3.34||2.51||2.68||2.97||2.93||2.87||3.10||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|US History||5||19202||17597||1057||80||6010||611||524||1529||871||134||25983||36799&lt;br /&gt;
|-&lt;br /&gt;
| 4||32938||32925||1773||243||8289||1704||1493||2647||1752||315||47647||65863&lt;br /&gt;
|-&lt;br /&gt;
| 3||34953||38735||1968||339||7943||2938||2524||2697||2539||393||52347||73688&lt;br /&gt;
|-&lt;br /&gt;
| 2||37502||49139||2430||545||8607||5536||5110||3099||4078||650||56586||86641&lt;br /&gt;
|-&lt;br /&gt;
| 1||25869||42321||2118||540||6089||10268||8330||2446||6283||844||31272||68190&lt;br /&gt;
|-&lt;br /&gt;
| Total||150464||180717||9346||1747||36938||21057||17981||12418||15523||2336||213835||331181&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.64||2.70||2.30||2.99||1.90||1.93||2.82||2.15||2.25||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|World History||5||6296||4926||260||31||1921||244||168||526||299||51||7722||11222&lt;br /&gt;
|-&lt;br /&gt;
| 4||8766||8188||402||70||2570||591||451||726||577||84||11483||16954&lt;br /&gt;
|-&lt;br /&gt;
| 3||12593||13777||696||130||3841||1357||1067||1079||1301||215||16684||26370&lt;br /&gt;
|-&lt;br /&gt;
| 2||10102||14503||690||131||3166||1990||1754||1058||1714||249||13853||24605&lt;br /&gt;
|-&lt;br /&gt;
| 1||7472||14396||743||128||1951||3754||2939||807||2727||344||8475||21868&lt;br /&gt;
|-&lt;br /&gt;
| Total||45229||55790||2791||490||13449||7936||6379||4196||6618||943||58217||101019&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.55||2.55||2.48||2.95||1.94||1.93||2.79||2.09||2.20||2.93||2.71&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;6&amp;quot;|Number of Students at Each Grade Level||9/10||101538||124905||5760||935||30886||14085||17858||9133||15675||1879||130232||226443&lt;br /&gt;
|-&lt;br /&gt;
| 11||232003||309833||12672||2918||60620||34079||36140||19844||32393||4088||339082||541836&lt;br /&gt;
|-&lt;br /&gt;
| 12||263655||340942||13422||2986||66847||40389||31527||19353||32595||4974||392504||604597&lt;br /&gt;
|-&lt;br /&gt;
| &amp;lt;9||1198||1941||45||2||61||16||2041||44||762||5||163||3139&lt;br /&gt;
|-&lt;br /&gt;
| Not HS||25269||30885||9347||243||4091||4005||3941||1894||3949||496||28188||56154&lt;br /&gt;
|-&lt;br /&gt;
| Total||623663||808506||41246||7084||162505||92574||91507||50268||85374||11442||890169||1432169&lt;br /&gt;
|}&lt;br /&gt;
&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Percentage of Students)===&lt;br /&gt;
The table below contains the numbers of students and their relative proportion (percent).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| colspan=2| || colspan=5| '''Examination Grade''' || colspan=4| '''Summary Statistics''' &lt;br /&gt;
|-&lt;br /&gt;
| '''Disciplines''' ||  '''Sample Size''' || '''5''' || '''4''' || '''3''' || '''2''' || '''1''' || '''Number of Students''' || '''3 or Higher / %''' || '''Mean Grade''' || '''Standard Deviation'''&lt;br /&gt;
|-&lt;br /&gt;
| '''Art History''' || N || 2286 || 4243 || 5006 || 3550 || 3751 || 18836 || 11535 || 2.88 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.13633468 || 22.52601402 || 26.57676789 || 18.84688894 || 19.91399448 ||  || 61.23911659 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Biology''' || N || 27996 || 29338 || 30749 || 33664 || 23049 || 144796 || 88083 || 3.04 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.33478825 || 20.26160944 || 21.23608387 || 23.24926103 || 15.91825741 ||  || 60.83248156 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB''' || N || 44409 || 39682 || 40448 || 32704 || 54450 || 211693 || 124539 || 2.94 || 1.49&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.97802006 || 18.74506951 || 19.10691426 || 15.44878669 || 25.72120949 ||  || 58.83000383 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus BC''' || N || 27949 || 11489 || 12095 || 4090 || 8688 || 64311 || 51533 || 3.71 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.4591283 || 17.86475098 || 18.80704701 || 6.359720732 || 13.50935299 ||  || 80.13092628 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB Subscores''' || N || 32268 || 14168 || 8915 || 4222 || 4738 || 64311 || 55351 || 4.01 || 1.25&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 50.17493119 || 22.0304458 || 13.86232526 || 6.564973333 || 7.367324408 ||  || 86.06770226 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chemistry''' || N || 14820 || 17462 || 22321 || 17928 || 24605 || 97136 || 54603 || 2.79 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.25695931 || 17.97685719 || 22.97912206 || 18.45659694 || 25.3304645 ||  || 56.21293856 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language'''   (Total Group) || N || 2643 || 386 || 146 || 36 || 50 || 3261 || 3175 || 4.7 || 0.74&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 81.04875805 || 11.83685986 || 4.477154247 || 1.103955842 || 1.533272002 ||  || 97.36277216 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language''' (Standard Group)** || N || 177 || 71 || 60 || 24 || 31 || 363 || 308 || 3.93 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 48.76033058 || 19.55922865 || 16.52892562 || 6.611570248 || 8.539944904 ||  || 84.84848485 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' A || N || 2902 || 3434 || 2178 || 1433 || 5102 || 15049 || 8514 || 2.84 || 1.56&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.28367333 || 22.81879195 || 14.47272244 || 9.522227391 || 33.90258489 ||  || 56.57518772 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' AB || N || 1682 || 997 || 926 || 473 || 986 || 5064 || 3605 || 3.38 || 1.5&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.21484992 || 19.68799368 || 18.28593997 || 9.340442338 || 19.47077409 ||  || 71.18878357 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Macro''' || N || 8462 || 14693 || 9881 || 10311 || 16769 || 60116 || 33036 || 2.8 || 1.43&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 14.0761195 || 24.44108058 || 16.43655599 || 17.15183978 || 27.89440415 ||  || 54.95375607 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Micro''' || N || 6080 || 10300 || 7766 || 5459 || 7778 || 37383 || 24146 || 3.04 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.26407725 || 27.55263087 || 20.77414868 || 14.60289436 || 20.80624883 ||  || 64.59085681 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Language''' || N || 25840 || 51720 || 88529 || 85517 || 30624 || 282230 || 166089 || 2.85 || 1.12&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.155653191 || 18.32547922 || 31.36767884 || 30.30046416 || 10.85072459 ||  || 58.84881125 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Literature''' || N || 20829 || 62283 || 99267 || 90050 || 26049 || 298478 || 182379 || 2.87 || 1.06&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.978403768 || 20.86686456 || 33.25772754 || 30.16972775 || 8.727276382 ||  || 61.10299587 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Environmental Science''' || N || 5670 || 12092 || 9383 || 9183 || 16088 || 52416 || 27145 || 2.66 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.81730769 || 23.06929182 || 17.90102259 || 17.51945971 || 30.69291819 ||  || 51.7876221 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''European History''' || N || 10800 || 18314 || 34823 || 10910 || 22195 || 97042 || 63937 || 2.84 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.12920179 || 18.87224089 || 35.8844624 || 11.24255477 || 22.87154016 ||  || 65.88590507 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Total Group)** || N || 2743 || 3655 || 6643 || 4361 || 4307 || 21709 || 13041 || 2.82 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.63531254 || 16.83633516 || 30.60021189 || 20.08844258 || 19.83969782 ||  || 60.0718596 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Standard Group)** || N || 1244 || 2510 || 5331 || 3816 || 3928 || 16829 || 9085 || 2.6 || 1.2&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 7.392001901 || 14.91473052 || 31.67746152 || 22.6751441 || 23.34066195 ||  || 53.98419395 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Literature''' || N || 501 || 487 || 480 || 337 || 263 || 2068 || 1468 || 3.3 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.22630561 || 23.54932302 || 23.21083172 || 16.2959381 || 12.71760155 ||  || 70.98646035 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Total Group)** || N || 1316 || 1160 || 1158 || 1043 || 720 || 5397 || 3634 || 3.24 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.38391699 || 21.49342227 || 21.45636465 || 19.32555123 || 13.34074486 ||  || 67.33370391 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Standard Group)** || N || 342 || 760 || 938 || 885 || 635 || 3560 || 2040 || 2.8 || 1.23&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.606741573 || 21.34831461 || 26.34831461 || 24.85955056 || 17.83707865 ||  || 57.30337079 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics  Comparative''' || N || 2188 || 2635 || 3000 || 3039 || 2496 || 13358 || 7823 || 2.92 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.37969756 || 19.72600689 || 22.45845186 || 22.75041174 || 18.68543195 ||  || 58.56415631 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics United States''' || N || 9705 || 30488 || 43245 || 51620 || 25920 || 160978 || 83438 || 2.67 || 1.13&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.028774118 || 18.93923393 || 26.86391929 || 32.06649356 || 16.1015791 ||  || 51.83192734 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Human Geography''' || N || 3249 || 5183 || 6320 || 4724 || 9529 || 29005 || 14752 || 2.58 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.20151698 || 17.86933287 || 21.78934666 || 16.2868471 || 32.85295639 ||  || 50.86019652 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Total Group) || N || 252 || 209 || 393 || 329 || 459 || 1642 || 854 || 2.67 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.34713764 || 12.72838002 || 23.93422655 || 20.0365408 || 27.95371498 ||  || 52.00974421 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Standard Group)** || N || 85 || 138 || 311 || 292 || 433 || 1259 || 534 || 2.32 || 1.24&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.751389992 || 10.96108022 || 24.70214456 || 23.19301033 || 34.3923749 ||  || 42.41461477 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Total Group)** || N || 724 || 154 || 314 || 152 || 323 || 1667 || 1192 || 3.48 || 1.57&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.43131374 || 9.23815237 || 18.83623275 || 9.118176365 || 19.37612478 ||  || 71.50569886 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Standard Group)** || N || 102 || 66 || 182 || 99 || 218 || 667 || 350 || 2.6 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.29235382 || 9.895052474 || 27.28635682 || 14.84257871 || 32.68365817 ||  || 52.47376312 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Literature''' || N || 508 || 549 || 962 || 612 || 1140 || 3771 || 2019 || 2.65 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 13.47122779 || 14.55847255 || 25.51047468 || 16.22911695 || 30.23070804 ||  || 53.54017502 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Vergil''' || N || 937 || 911 || 1229 || 931 || 921 || 4929 || 3077 || 3 || 1.37&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.00994116 || 18.4824508 || 24.9340637 || 18.88821262 || 18.68533171 ||  || 62.42645567 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' || N || 2210 || 2263 || 3400 || 3517 || 1804 || 13194 || 7873 || 2.97 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.7500379 || 17.15173564 || 25.76928907 || 26.65605578 || 13.67288161 ||  || 59.6710626 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Aural Subscore || N || 2184 || 2296 || 3219 || 3767 || 1728 || 13194 || 7699 || 2.96 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.55297863 || 17.40184933 || 24.39745339 || 28.55085645 || 13.09686221 ||  || 58.35228134 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Nonaural Subscore || N || 2240 || 2305 || 3398 || 3461 || 1790 || 13194 || 7943 || 2.98 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.97741398 || 17.47006215 || 25.75413067 || 26.23162043 || 13.56677278 ||  || 60.20160679 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics B''' || N || 8869 || 9279 || 14931 || 10210 || 11601 || 54890 || 33079 || 2.88 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.15777009 || 16.90471853 || 27.20167608 || 18.60083804 || 21.13499727 ||  || 60.26416469 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C E&amp;amp;M''' || N || 3787 || 2871 || 1354 || 1890 || 1290 || 11192 || 8012 || 3.53 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.83666905 || 25.65225161 || 12.09792709 || 16.88706219 || 11.52609006 ||  || 71.58684775 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C Mechanics''' || N || 6877 || 6669 || 5268 || 3699 || 3801 || 26314 || 18814 || 3.35 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 26.13437714 || 25.34392339 || 20.01976134 || 14.05715589 || 14.44478225 ||  || 71.49806187 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Psychology''' || N || 21833 || 30430 || 23851 || 15902 || 24112 || 116128 || 76114 || 3.09 || 1.41&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 18.80080601 || 26.20384403 || 20.53854368 || 13.69351061 || 20.76329567 ||  || 65.54319372 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Total Group) || N || 20397 || 25383 || 19464 || 17892 || 18063 || 101199 || 65244 || 3.12 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.1553375 || 25.08226366 || 19.23339163 || 17.6800166 || 17.8489906 ||  || 64.4709928 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Standard Group)** || N || 4299 || 8269 || 8085 || 9230 || 11290 || 41173 || 20653 || 2.64 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.44130862 || 20.0835499 || 19.63665509 || 22.41760377 || 27.42088262 ||  || 50.16151361 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Literature''' || N || 1757 || 3464 || 4207 || 2277 || 3616 || 15321 || 9428 || 2.83 || 1.32&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.46791985 || 22.60949024 || 27.45904314 || 14.86195418 || 23.60159259 ||  || 61.53645323 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Statistics''' || N || 11643 || 21076 || 24922 || 16755 || 23637 || 98033 || 57641 || 2.8 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.87661298 || 21.49888303 || 25.42205176 || 17.09118358 || 24.11126865 ||  || 58.79754776 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art Drawing''' || N || 1681 || 2470 || 5043 || 3546 || 818 || 13558 || 9194 || 3.05 || 1.09&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.39858386 || 18.21802626 || 37.19575159 || 26.15430004 || 6.03333825 ||  || 67.81236171 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 2-D Design''' || N || 1494 || 2861 || 4665 || 3674 || 716 || 13410 || 9020 || 3.06 || 1.07&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.1409396 || 21.33482476 || 34.78747204 || 27.39746458 || 5.339299031 ||  || 67.26323639 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 3-D Design''' || N || 223 || 324 || 935 || 665 || 173 || 2320 || 1482 || 2.9 || 1.05&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.612068966 || 13.96551724 || 40.30172414 || 28.6637931 || 7.456896552 ||  || 63.87931034 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''United States History''' || N || 37110 || 66325 || 74153 || 87268 || 68706 || 333562 || 177588 || 2.75 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.125368 || 19.88385967 || 22.23064977 || 26.16245256 || 20.59767 ||  || 53.23987744 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''World History''' || N || 11461 || 17183 || 26616 || 24773 || 21942 || 101975 || 55260 || 2.72 || 1.28&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;hr&amp;gt;&lt;br /&gt;
* SOCR Home page: http://www.socr.ucla.edu&lt;br /&gt;
&lt;br /&gt;
{{translate|pageName=http://wiki.stat.ucla.edu/socr/index.php?title=SOCR_Data_Dinov_030708_APExamScores}}&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11356</id>
		<title>SOCR Data Dinov 030708 APExamScores</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=SOCR_Data_Dinov_030708_APExamScores&amp;diff=11356"/>
		<updated>2011-10-24T23:47:32Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* 2007 AP Exam Scores (Genders and Grace Levels) */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== [[SOCR_Data |SOCR Data]] - 2007 Advanced Placement (AP) Exam Scores by Discipline==&lt;br /&gt;
&lt;br /&gt;
===Data Description===&lt;br /&gt;
* '''Source''': [http://professionals.collegeboard.com/data-reports-research/ap/data-2007 The College Board AP Results for 2007].&lt;br /&gt;
&lt;br /&gt;
* '''Summary''':&lt;br /&gt;
[[Image:SOCR_Data_Dinov_APExams_062408_Fig1.png|150px|thumbnail|right| [http://www.hoover.org/publications/ednext/3260116.html AP Exams] ]]&lt;br /&gt;
&lt;br /&gt;
: The goals of collecting this data on AP exam scores by discipline was to gauge the individual success on an AP Exam in 2007. Most students view a grade of 3 or higher as a successful grade (grade range {1 (worst), 2, 3, 4, 5(best)}. Of interest was to evaluate the performance for each grade level, type of school, or geographic location.&lt;br /&gt;
&lt;br /&gt;
: This table reflects 2,533,431 AP Examinations taken by 1,464,254 students from 16,464 secondary schools.&lt;br /&gt;
&lt;br /&gt;
: Standard students generally receive most of their foreign language training in U.S. schools. They did not indicate on their answer sheet that they regularly speak or hear the foreign language of the examination, or that they have lived for one month or more   in a country where the language is spoken.&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Genders and Grace Levels)===&lt;br /&gt;
The table below contains the raw numbers of students taking different AP exams, their scores and grade levels and genders.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || colspan=&amp;quot;5&amp;quot; |Examination Grade||colspan=&amp;quot;4&amp;quot;|Summary Statistics||colspan=&amp;quot;7&amp;quot;|Grade Level||colspan=&amp;quot;2&amp;quot;|Gender&lt;br /&gt;
|-&lt;br /&gt;
|5||4||3||2||1||Number of Students||3 or Higher%||Mean Grade||Standard Deviation||9th Grade||10th Grade||11th Grade||12th Grade||Not HS||&amp;lt;9th Grade||Other||Male||Female&lt;br /&gt;
|-&lt;br /&gt;
| Biology||27996.00||29338.00||30749.00||33664.00||23049.00||144796.00||88083.00||3.04||1.36||1368.00||13311.00||54119.00||70493.00||85.00||24.00||5396.00||60597.00||84199.00&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB||44409.00||39682.00||40448.00||32704.00||54450.00||211693.00||124539.00||2.94||1.49||190.00||2655.00||38717.00||162361.00||484.00||30.00||7256.00||109095.00||102598.00&lt;br /&gt;
|-&lt;br /&gt;
| Calculus AB_Subscores||32268.00||14168.00||8915.00||4222.00||4738.00||64311.00||55351.00||4.01||1.25||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Calculus BC||27949.00||11489.00||12095.00||4090.00||8688.00||64311.00||51533.00||3.71||1.42||121.00||1255.00||14142.00||46713.00||134.00||15.00||1931.00||38028.00||26283.00&lt;br /&gt;
|-&lt;br /&gt;
| Chemistry||14820.00||17462.00||22321.00||17928.00||24605.00||97136.00||54603.00||2.79||1.39||50.00||5550.00||50226.00||37751.00||220.00||5.00||3334.00||51743.00||45393.00&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Standard Group)**||177.00||71.00||60.00||24.00||31.00||363.00||308.00||3.93||1.30||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Chinese Language (Total Group)**||2643.00||386.00||146.00||36.00||50.00||3261.00||3175.00||4.70||0.74||80.00||367.00||1193.00||1453.00||5.00||7.00||156.00||1482.00||1779.00&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science A||2902.00||3434.00||2178.00||1433.00||5102.00||15049.00||8514.00||2.84||1.56||215.00||2508.00||5539.00||6274.00||13.00||3.00||497.00||12282.00||2767.00&lt;br /&gt;
|-&lt;br /&gt;
| Computer Science AB||1682.00||997.00||926.00||473.00||986.00||5064.00||3605.00||3.38||1.50||43.00||599.00||2024.00||2246.00||13.00||5.00||134.00||4461.00||603.00&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Macro||8462.00||14693.00||9881.00||10311.00||16769.00||60116.00||33036.00||2.80||1.43||109.00||876.00||6684.00||49818.00||245.00||2.00||2382.00||32931.00||27185.00&lt;br /&gt;
|-&lt;br /&gt;
| Economics - Micro||6080.00||10300.00||7766.00||5459.00||7778.00||37383.00||24146.00||3.04||1.38||24.00||1109.00||5589.00||29006.00||228.00||2.00||1425.00||21438.00||15945.00&lt;br /&gt;
|-&lt;br /&gt;
| English Language||25840.00||51720.00||88529.00||85517.00||30624.00||282230.00||166089.00||2.85||1.12||90.00||4346.00||229191.00||37769.00||64.00||3.00||10767.00||104425.00||177805.00&lt;br /&gt;
|-&lt;br /&gt;
| English Literature||20829.00||62283.00||99267.00||90050.00||26049.00||298478.00||182379.00||2.87||1.06||20.00||651.00||23745.00||262341.00||151.00||4.00||11566.00||108109.00||190369.00&lt;br /&gt;
|-&lt;br /&gt;
| Environmental Science||5670.00||12092.00||9383.00||9183.00||16088.00||52416.00||27145.00||2.66||1.40||728.00||2068.00||17448.00||29665.00||45.00||0.00||2462.00||23129.00||29287.00&lt;br /&gt;
|-&lt;br /&gt;
| European History||10800.00||18314.00||34823.00||10910.00||22195.00||97042.00||63937.00||2.84||1.28||419.00||48885.00||15659.00||28580.00||36.00||1.00||3462.00||45075.00||51967.00&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Standard Group)**||1244.00||2510.00||5331.00||3816.00||3928.00||16829.00||9085.00||2.60||1.20||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| French Language (Total Group)**||2743.00||3655.00||6643.00||4361.00||4307.00||21709.00||13041.00||2.82||1.28||162.00||1119.00||5943.00||13555.00||13.00||84.00||833.00||6535.00||15174.00&lt;br /&gt;
|-&lt;br /&gt;
| French Literature||501.00||487.00||480.00||337.00||263.00||2068.00||1468.00||3.30||1.34||10.00||111.00||489.00||1360.00||2.00||0.00||96.00||594.00||1474.00&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Standard Group)**||342.00||760.00||938.00||885.00||635.00||3560.00||2040.00||2.80||1.23||.||.||.||.||.||.||.||.||&lt;br /&gt;
|-&lt;br /&gt;
| German Language (Total Group)**||1316.00||1160.00||1158.00||1043.00||720.00||5397.00||3634.00||3.24||1.36||80.00||302.00||1273.00||3505.00||12.00||39.00||186.00||2778.00||2619.00&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics Comparative||2188.00||2635.00||3000.00||3039.00||2496.00||13358.00||7823.00||2.92||1.35||8.00||711.00||2285.00||9745.00||15.00||0.00||594.00||6986.00||6372.00&lt;br /&gt;
|-&lt;br /&gt;
| Government &amp;amp; Politics United States||9705.00||30488.00||43245.00||51620.00||25920.00||160978.00||83438.00||2.67||1.13||946.00||8258.00||16900.00||128710.00||55.00||6.00||6103.00||75427.00||85551.00&lt;br /&gt;
|-&lt;br /&gt;
| Human Geography||3249.00||5183.00||6320.00||4724.00||9529.00||29005.00||14752.00||2.58||1.39||12546.00||5219.00||3874.00||6229.00||10.00||2.00||1125.00||13182.00||15823.00&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Standard Group)**||85.00||138.00||311.00||292.00||433.00||1259.00||534.00||2.32||1.24||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Italian Language (Total Group)**||252.00||209.00||393.00||329.00||459.00||1642.00||854.00||2.67||1.40||8.00||27.00||263.00||1267.00||6.00||0.00||71.00||582.00||1060.00&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Standard Group)**||102.00||66.00||182.00||99.00||218.00||667.00||350.00||2.60||1.42||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Japanese Language (Total Group)**||724.00||154.00||314.00||152.00||323.00||1667.00||1192.00||3.48||1.57||31.00||96.00||456.00||1026.00||3.00||2.00||53.00||773.00||894.00&lt;br /&gt;
|-&lt;br /&gt;
| Latin Literature||508.00||549.00||962.00||612.00||1140.00||3771.00||2019.00||2.65||1.39||11.00||156.00||1564.00||1920.00||3.00||1.00||116.00||1766.00||2005.00&lt;br /&gt;
|-&lt;br /&gt;
| Latin Vergil||937.00||911.00||1229.00||931.00||921.00||4929.00||3077.00||3.00||1.37||36.00||313.00||2112.00||2299.00||1.00||1.00||167.00||2578.00||2351.00&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory||2210.00||2263.00||3400.00||3517.00||1804.00||13194.00||7873.00||2.97||1.29||105.00||1175.00||4239.00||7189.00||12.00||15.00||459.00||7507.00||5687.00&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Aural Subscore||2184.00||2296.00||3219.00||3767.00||1728.00||13194.00||7699.00||2.96||1.28||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Music Theory Nonaural Subscore||2240.00||2305.00||3398.00||3461.00||1790.00||13194.00||7943.00||2.98||1.29||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Physics B||8869.00||9279.00||14931.00||10210.00||11601.00||54890.00||33079.00||2.88||1.35||103.00||1144.00||19411.00||32138.00||77.00||24.00||1993.00||35711.00||19179.00&lt;br /&gt;
|-&lt;br /&gt;
| Physics C E&amp;amp;M||3787.00||2871.00||1354.00||1890.00||1290.00||11192.00||8012.00||3.53||1.40||5.00||132.00||1275.00||9370.00||83.00||5.00||322.00||8678.00||2514.00&lt;br /&gt;
|-&lt;br /&gt;
| Physics C Mechanics||6877.00||6669.00||5268.00||3699.00||3801.00||26314.00||18814.00||3.35||1.38||8.00||218.00||3498.00||21651.00||99.00||9.00||831.00||19291.00||7023.00&lt;br /&gt;
|-&lt;br /&gt;
| Psychology||21833.00||30430.00||23851.00||15902.00||24112.00||116128.00||76114.00||3.09||1.41||123.00||3329.00||37075.00||70456.00||88.00||5.00||5052.00||40920.00||75208.00&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Standard Group)**||4299.00||8269.00||8085.00||9230.00||11290.00||41173.00||20653.00||2.64||1.34||.||.||.||.||.||.||.||.||.&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Language (Total Group)**||20397.00||25383.00||19464.00||17892.00||18063.00||101199.00||65244.00||3.12||1.39||2677.00||11677.00||35429.00||43772.00||133.00||2864.00||4647.00||36166.00||65033.00&lt;br /&gt;
|-&lt;br /&gt;
| Spanish Literature||1757.00||3464.00||4207.00||2277.00||3616.00||15321.00||9428.00||2.83||1.32||129.00||1114.00||4541.00||8598.00||7.00||0.00||932.00||5100.00||10221.00&lt;br /&gt;
|-&lt;br /&gt;
| Statistics||11643.00||21076.00||24922.00||16755.00||23637.00||98033.00||57641.00||2.80||1.34||117.00||3964.00||18782.00||71348.00||193.00||10.00||3619.00||48854.00||49179.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 2-D Design||1494.00||2861.00||4665.00||3674.00||716.00||13410.00||9020.00||3.06||1.07||16.00||212.00||2314.00||10169.00||22.00||1.00||676.00||3895.00||9515.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art 3-D Design||223.00||324.00||935.00||665.00||173.00||2320.00||1482.00||2.90||1.05||5.00||41.00||300.00||1822.00||5.00||0.00||147.00||823.00||1497.00&lt;br /&gt;
|-&lt;br /&gt;
| Studio Art Drawing||1681.00||2470.00||5043.00||3546.00||818.00||13558.00||9194.00||3.05||1.09||8.00||316.00||2506.00||10012.00||22.00||0.00||694.00||3964.00||9594.00&lt;br /&gt;
|-&lt;br /&gt;
| United States History||37110.00||66325.00||74153.00||87268.00||68706.00||333562.00||177588.00||2.75||1.29||354.00||27033.00||277343.00||17332.00||40.00||10.00||11450.00||151569.00||181993.00&lt;br /&gt;
|-&lt;br /&gt;
| World History||11461.00||17183.00||26616.00||24773.00||21942.00||101975.00||55260.00||2.72||1.28||4685.00||78011.00||10172.00||5561.00||19.00||4.00||3523.00||45716.00||56259.00&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 USA AP Exam Score Distribution===&lt;br /&gt;
The table below contains the numbers and scores of US students taking different AP exams.&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
! rowspan=&amp;quot;2&amp;quot; |Disciplines || rowspan=&amp;quot;2&amp;quot;|Examination_Grade||colspan=&amp;quot;2&amp;quot;|Gender||colspan=&amp;quot;9&amp;quot;|Ethnic_Group||rowspan=&amp;quot;2&amp;quot;|Total&lt;br /&gt;
|-&lt;br /&gt;
|Male||Female||Not_Stated||American_Indian||Asian||Black||Mexican_American||Other||Other_Hispanic||Puerto_Rican||White&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Art_History||5||730||1469||86||8||352||28||45||122||64||8||1486||2199&lt;br /&gt;
|-&lt;br /&gt;
| 4||1377||2763||160||14||670||74||138||223||213||18||2630||4140&lt;br /&gt;
|-&lt;br /&gt;
| 3||1614||3288||190||25||711||141||211||242||348||37||2997||4902&lt;br /&gt;
|-&lt;br /&gt;
| 2||1141||2332||124||16||511||145||223||163||291||35||1965||3473&lt;br /&gt;
|-&lt;br /&gt;
| 1||1296||2403||162||22||499||279||347||152||461||41||1736||3699&lt;br /&gt;
|-&lt;br /&gt;
| Total||6158||12255||722||85||2743||667||964||902||1377||139||10814||18413&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.85||2.88||2.84||2.65||2.95||2.14||2.29||3.00||2.37||2.40||3.02||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Biology||5||13617||13318||731||51||7032||398||317||1150||560||96||16600||26935&lt;br /&gt;
|-&lt;br /&gt;
| 4||13026||15463||771||100||5569||808||526||1223||726||132||18634||28489&lt;br /&gt;
|-&lt;br /&gt;
| 3||12717||17312||833||140||4954||1143||824||1177||988||182||19788||30029&lt;br /&gt;
|-&lt;br /&gt;
| 2||12309||20768||997||193||4740||2089||1555||1303||1481||272||20447||33077&lt;br /&gt;
|-&lt;br /&gt;
| 1||7354||15437||737||152||2920||3585||2174||893||1965||283||10082||22791&lt;br /&gt;
|-&lt;br /&gt;
| Total||59023||82298||4069||636||25215||8023||5396||5746||5720||965||85551||141321&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.22||2.88||2.94||2.54||3.36||2.05||2.12||3.08||2.38||2.47||3.13||3.03&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus_AB||5||25366||16543||962||84||8008||512||617||1202||901||115||29508||41909&lt;br /&gt;
|-&lt;br /&gt;
| 4||20395||17916||897||110||6279||853||798||1178||947||135||27114||38311&lt;br /&gt;
|-&lt;br /&gt;
| 3||19533||19635||983||154||6015||1213||1298||1191||1216||180||26918||39168&lt;br /&gt;
|-&lt;br /&gt;
| 2||15484||16379||749||143||4744||1417||1445||1007||1231||172||20955||31863&lt;br /&gt;
|-&lt;br /&gt;
| 1||24230||29065||1438||332||6876||5334||4557||1563||3312||405||29478||53295&lt;br /&gt;
|-&lt;br /&gt;
| Total||105008||99538||5029||823||31922||9329||8715||6141||7607||1007||133973||204546&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.07||2.76||2.84||2.36||3.12||1.91||2.02||2.91||2.33||2.39||3.05||2.92&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Calculus_BC||5||17507||9396||654||53||8045||247||296||918||462||80||16148||26903&lt;br /&gt;
|-&lt;br /&gt;
| 4||6460||4771||268||25||2876||219||180||415||272||38||6938||11231&lt;br /&gt;
|-&lt;br /&gt;
| 3||6450||5410||276||25||2939||306||333||384||337||42||7218||11860&lt;br /&gt;
|-&lt;br /&gt;
| 2||2091||1944||104||18||965||138||146||138||128||17||2381||4035&lt;br /&gt;
|-&lt;br /&gt;
| 1||4382||4203||223||33||1969||494||442||323||393||30||4678||8585&lt;br /&gt;
|-&lt;br /&gt;
| Total||36890||25724||1525||154||16794||1404||1397||2178||1592||207||37363||62614&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.83||3.51||3.67||3.31||3.84||2.71||2.82||3.67||3.18||3.58||3.74||3.70&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chemistry||5||9090||4631||348||25||4372||153||104||486||204||35||7994||13721&lt;br /&gt;
|-&lt;br /&gt;
| 4||9620||6935||446||38||4151||316||207||572||322||53||10450||16555&lt;br /&gt;
|-&lt;br /&gt;
| 3||11583||9871||542||85||4371||569||432||823||552||97||13983||21454&lt;br /&gt;
|-&lt;br /&gt;
| 2||8607||8788||424||76||3034||689||499||599||559||99||11416||17395&lt;br /&gt;
|-&lt;br /&gt;
| 1||10549||13633||653||144||3535||2475||1701||945||1450||205||13074||24182&lt;br /&gt;
|-&lt;br /&gt;
| Total||49449||43858||2413||368||19463||4202||2943||3425||3087||489||56917||93307&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.55||2.76||2.25||3.14||1.81||1.82||2.72||2.12||2.21||2.80||2.77&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Chinese_Lang_&amp;amp;_Cultures||5||854||1118||77||.||1857||.||.||20||.||.||16||1972&lt;br /&gt;
|-&lt;br /&gt;
| 4||145||158||8||.||264||.||.||7||.||.||23||303&lt;br /&gt;
|-&lt;br /&gt;
| 3||65||48||11||.||76||3||.||3||.||.||19||113&lt;br /&gt;
|-&lt;br /&gt;
| 2||14||16||1||.||14||.||.||3||.||.||10||30&lt;br /&gt;
|-&lt;br /&gt;
| 1||17||25||.||.||18||2||.||1||.||.||16||42&lt;br /&gt;
|-&lt;br /&gt;
| Total||1095||1365||97||4||2229||5||4||34||3||.||84||2460&lt;br /&gt;
|-&lt;br /&gt;
| Mean||4.65||4.71||4.66||.||4.76||2.20||.||4.24||.||.||3.15||4.68&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer_Science_A||5||2386||396||51||6||717||25||25||102||51||12||1793||2782&lt;br /&gt;
|-&lt;br /&gt;
| 4||2810||491||81||8||782||56||60||124||91||14||2085||3301&lt;br /&gt;
|-&lt;br /&gt;
| 3||1726||375||48||12||485||46||51||73||61||12||1313||2101&lt;br /&gt;
|-&lt;br /&gt;
| 2||1119||261||25||6||296||41||43||59||50||11||849||1380&lt;br /&gt;
|-&lt;br /&gt;
| 1||3823||1142||144||22||1039||472||250||216||312||34||2476||4965&lt;br /&gt;
|-&lt;br /&gt;
| Total||11864||2665||349||54||3319||640||429||574||565||83||8516||14529&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.90||2.53||2.63||2.44||2.95||1.63||1.99||2.72||2.15||2.51||2.98||2.83&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Computer_Science_AB||5||1433||179||33||2||444||15||12||63||18||6||1019||1612&lt;br /&gt;
|-&lt;br /&gt;
| 4||831||129||10||2||247||10||17||31||14||3||626||960&lt;br /&gt;
|-&lt;br /&gt;
| 3||787||105||29||1||248||13||11||43||21||2||524||892&lt;br /&gt;
|-&lt;br /&gt;
| 2||401||53||18||2||128||10||3||16||14||2||261||454&lt;br /&gt;
|-&lt;br /&gt;
| 1||820||125||27||6||224||29||32||38||32||4||553||945&lt;br /&gt;
|-&lt;br /&gt;
| Total||4272||591||117||13||1291||77||75||191||99||17||2983||4863&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.39||3.31||3.03||2.38||3.43||2.64||2.65||3.34||2.72||3.29||3.43||3.38&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics_Macro||5||5037||2469||189||14||1819||68||111||278||189||20||4818||7506&lt;br /&gt;
|-&lt;br /&gt;
| 4||8373||5251||374||36||2698||279||303||495||505||47||8887||13624&lt;br /&gt;
|-&lt;br /&gt;
| 3||5234||4058||241||32||1644||313||360||341||409||44||5908||9292&lt;br /&gt;
|-&lt;br /&gt;
| 2||5146||4718||301||34||1617||402||542||364||529||75||6000||9864&lt;br /&gt;
|-&lt;br /&gt;
| 1||7212||9203||502||83||2015||1687||1746||586||1805||178||7813||16415&lt;br /&gt;
|-&lt;br /&gt;
| Total||31002||25699||1607||199||9793||2749||3062||2064||3437||364||33426||56701&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.50||2.66||2.32||3.07||1.78||1.85||2.77||2.05||2.05||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Economics_Micro||5||3697||1401||152||9||1261||44||49||193||78||10||3302||5098&lt;br /&gt;
|-&lt;br /&gt;
| 4||5791||3369||260||20||1871||177||175||340||249||32||6036||9160&lt;br /&gt;
|-&lt;br /&gt;
| 3||4012||3090||209||20||1242||226||209||264||249||47||4636||7102&lt;br /&gt;
|-&lt;br /&gt;
| 2||2654||2457||157||18||788||238||234||182||189||32||3273||5111&lt;br /&gt;
|-&lt;br /&gt;
| 1||3360||4115||247||26||950||960||635||266||619||132||3640||7475&lt;br /&gt;
|-&lt;br /&gt;
| Total||19514||14432||1025||93||6112||1645||1302||1245||1384||253||20887||33946&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.20||2.69||2.92||2.66||3.28||1.85||2.05||3.01||2.26||2.04||3.10||2.98&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English_Lang_&amp;amp;_Composition||5||10163||15274||704||62||3680||402||333||1100||609||92||18455||25437&lt;br /&gt;
|-&lt;br /&gt;
| 4||19690||31194||1382||209||6156||1281||1189||2043||1592||231||36801||50884&lt;br /&gt;
|-&lt;br /&gt;
| 3||31986||55167||2391||476||9374||3941||3697||3206||3726||566||59776||87153&lt;br /&gt;
|-&lt;br /&gt;
| 2||29442||54801||2560||663||8342||7901||7949||3130||6296||804||46598||84243&lt;br /&gt;
|-&lt;br /&gt;
| 1||11540||18709||1035||300||2122||6162||4937||989||3997||342||10365||30249&lt;br /&gt;
|-&lt;br /&gt;
| Total||102821||175145||8072||1710||29674||19687||18105||10468||16220||2035||171995||277966&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.83||2.77||2.46||3.03||2.08||2.12||2.92||2.29||2.47||3.04||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|English_Lit_&amp;amp;_Composition||5||6482||13815||645||39||2628||264||237||871||365||72||15176||20297&lt;br /&gt;
|-&lt;br /&gt;
| 4||21394||39453||1737||213||6731||1413||1054||2151||1495||252||45801||60847&lt;br /&gt;
|-&lt;br /&gt;
| 3||35632||61469||2744||470||9489||4196||3090||3162||3487||644||69819||97101&lt;br /&gt;
|-&lt;br /&gt;
| 2||32099||56235||2574||651||8637||9177||6305||3068||5555||934||51433||88334&lt;br /&gt;
|-&lt;br /&gt;
| 1||10314||15424||855||254||2138||6879||3148||857||2974||357||8276||25738&lt;br /&gt;
|-&lt;br /&gt;
| Total||105921||186396||8555||1627||29623||21929||13834||10109||13876||2259||190505||292317&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.83||2.89||2.85||2.47||2.97||2.04||2.20||2.91||2.33||2.45||3.04||2.87&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Environmental_Science||5||3313||2270||177||10||824||53||69||205||123||21||4101||5583&lt;br /&gt;
|-&lt;br /&gt;
| 4||6146||5798||365||36||1420||246||244||460||401||61||8711||11944&lt;br /&gt;
|-&lt;br /&gt;
| 3||4264||5029||285||35||1054||314||244||369||358||53||6581||9293&lt;br /&gt;
|-&lt;br /&gt;
| 2||3682||5421||300||50||973||416||323||336||479||61||6165||9103&lt;br /&gt;
|-&lt;br /&gt;
| 1||5464||10511||560||94||1593||1951||1072||644||1520||181||8360||15975&lt;br /&gt;
|-&lt;br /&gt;
| Total||22869||29029||1687||225||5864||2980||1952||2014||2881||377||33918||51898&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.45||2.58||2.19||2.81||1.67||1.93||2.63||2.00||2.15||2.82||2.65&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|European_History||5||5633||4933||301||19||1662||109||120||425||262||29||7639||10566&lt;br /&gt;
|-&lt;br /&gt;
| 4||9106||8811||527||61||2481||304||275||753||508||78||12930||17917&lt;br /&gt;
|-&lt;br /&gt;
| 3||16137||18077||986||139||4169||939||881||1393||1098||181||24428||34214&lt;br /&gt;
|-&lt;br /&gt;
| 2||4661||6079||324||56||1271||438||408||401||455||74||7313||10740&lt;br /&gt;
|-&lt;br /&gt;
| 1||8737||13161||730||116||2377||1761||1557||927||1364||227||12839||21898&lt;br /&gt;
|-&lt;br /&gt;
| Total||44274||51061||2868||391||11960||3551||3241||3899||3687||589||65149||95335&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.96||2.73||2.77||2.52||2.98||2.03||2.07||2.83||2.42||2.33||2.93||2.84&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French_Language||5||701||1450||91||1||201||144||23||170||87||6||1428||2151&lt;br /&gt;
|-&lt;br /&gt;
| 4||884||2221||114||4||374||182||58||220||111||10||2032||3105&lt;br /&gt;
|-&lt;br /&gt;
| 3||1810||4237||193||10||783||302||180||298||273||7||4001||6047&lt;br /&gt;
|-&lt;br /&gt;
| 2||1161||2981||163||12||498||204||181||180||191||7||2706||4142&lt;br /&gt;
|-&lt;br /&gt;
| 1||1286||2924||134||12||466||300||329||188||308||25||2448||4210&lt;br /&gt;
|-&lt;br /&gt;
| Total||5842||13813||695||39||2322||1132||771||1056||970||55||12615||19655&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.73||2.81||2.23||2.72||2.70||2.05||3.00||2.46||2.36||2.78||2.74&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|French_Literature||5||118||314||28||.||44||13||6||28||14||2||297||432&lt;br /&gt;
|-&lt;br /&gt;
| 4||114||319||16||.||53||23||4||24||11||2||300||433&lt;br /&gt;
|-&lt;br /&gt;
| 3||121||322||24||.||50||27||5||25||17||||294||443&lt;br /&gt;
|-&lt;br /&gt;
| 2||101||217||14||.||38||17||10||20||13||1||205||318&lt;br /&gt;
|-&lt;br /&gt;
| 1||85||166||7||.||24||17||3||12||20||1||167||251&lt;br /&gt;
|-&lt;br /&gt;
| Total||539||1338||89||1||209||97||28||109||75||6||1263||1877&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.15||3.30||3.49||.||3.26||2.98||3.00||3.33||2.81||3.50||3.28||3.25&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|German_Language||5||464||510||39||2||48||18||1||44||13||1||808||974&lt;br /&gt;
|-&lt;br /&gt;
| 4||533||530||25||4||72||14||10||46||20||1||871||1063&lt;br /&gt;
|-&lt;br /&gt;
| 3||600||516||29||3||67||15||9||37||24||3||929||1116&lt;br /&gt;
|-&lt;br /&gt;
| 2||530||499||30||3||62||11||16||39||19||6||843||1029&lt;br /&gt;
|-&lt;br /&gt;
| 1||415||298||20||7||44||30||24||24||30||5||529||713&lt;br /&gt;
|-&lt;br /&gt;
| Total||2542||2353||143||19||293||88||60||190||106||16||3980||4895&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.19||3.23||2.53||3.06||2.76||2.13||3.25||2.69||2.19||3.15||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government_Politics_Comp||5||1256||784||60||2||281||28||29||78||62||8||1492||2040&lt;br /&gt;
|-&lt;br /&gt;
| 4||1461||1057||92||11||340||47||50||106||77||11||1784||2518&lt;br /&gt;
|-&lt;br /&gt;
| 3||1488||1390||104||17||344||90||61||134||103||23||2002||2878&lt;br /&gt;
|-&lt;br /&gt;
| 2||1481||1456||85||10||322||156||81||148||127||17||1991||2937&lt;br /&gt;
|-&lt;br /&gt;
| 1||1072||1382||106||22||262||262||134||114||147||24||1383||2454&lt;br /&gt;
|-&lt;br /&gt;
| Total||6758||6069||447||62||1549||583||355||580||516||83||8652||12827&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.74||2.81||2.37||3.04||2.01||2.32||2.80||2.57||2.54||3.00||2.90&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Government_Politics_US||5||5392||4272||267||18||1341||127||138||359||186||25||7203||9664&lt;br /&gt;
|-&lt;br /&gt;
| 4||16375||13992||829||100||3901||580||624||1113||825||131||22264||30367&lt;br /&gt;
|-&lt;br /&gt;
| 3||21584||21509||1101||179||5304||1464||1385||1518||1544||242||30356||43093&lt;br /&gt;
|-&lt;br /&gt;
| 2||22468||28942||1483||279||6275||3227||3145||1925||2815||401||31860||51410&lt;br /&gt;
|-&lt;br /&gt;
| 1||9325||16487||757||160||2885||4032||3439||972||3194||304||10069||25812&lt;br /&gt;
|-&lt;br /&gt;
| Total||75144||85202||4437||736||19706||9430||8731||5887||8564||1103||101752||160346&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.81||2.54||2.63||2.37||2.72||1.89||1.96||2.65||2.07||2.25||2.85||2.67&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Human_Geography||5||1765||1310||72||10||446||69||44||122||96||17||2199||3075&lt;br /&gt;
|-&lt;br /&gt;
| 4||2538||2491||145||16||639||184||89||187||228||22||3519||5029&lt;br /&gt;
|-&lt;br /&gt;
| 3||2929||3260||169||21||676||323||170||252||411||63||4104||6189&lt;br /&gt;
|-&lt;br /&gt;
| 2||2019||2627||140||24||448||386||210||176||350||60||2852||4646&lt;br /&gt;
|-&lt;br /&gt;
| 1||3614||5834||329||44||710||1843||645||385||949||196||4347||9448&lt;br /&gt;
|-&lt;br /&gt;
| Total||12865||15522||855||115||2919||2805||1158||1122||2034||358||17021||28387&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.75||2.41||2.40||2.34||2.88||1.66||1.86||2.54||2.10||1.89||2.79||2.56&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Italian_Language||5||73||122||6||.||5||2||4||11||32||2||131||195&lt;br /&gt;
|-&lt;br /&gt;
| 4||61||127||8||.||2||2||9||8||41||1||117||188&lt;br /&gt;
|-&lt;br /&gt;
| 3||127||258||11||.||23||3||13||13||63||7||252||385&lt;br /&gt;
|-&lt;br /&gt;
| 2||114||214||12||.||16||5||7||12||41||5||230||328&lt;br /&gt;
|-&lt;br /&gt;
| 1||172||287||19||.||18||9||11||14||27||9||352||459&lt;br /&gt;
|-&lt;br /&gt;
| Total||547||1008||56||2||64||21||44||58||204||24||1082||1555&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.54||2.59||2.46||.||2.38||2.19||2.73||2.83||3.05||2.25||2.49||2.57&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Japanese_Lang_&amp;amp;_Culture||5||210||226||18||.||351||1||||30||1||.||34||436&lt;br /&gt;
|-&lt;br /&gt;
| 4||63||66||6||.||79||1||1||5||2||.||34||129&lt;br /&gt;
|-&lt;br /&gt;
| 3||131||171||15||.||172||9||4||13||4||.||85||302&lt;br /&gt;
|-&lt;br /&gt;
| 2||68||79||4||.||67||7||1||13||1||.||54||147&lt;br /&gt;
|-&lt;br /&gt;
| 1||163||151||13||.||116||9||7||18||12||.||136||314&lt;br /&gt;
|-&lt;br /&gt;
| Total||635||693||56||1||785||27||13||79||20||4||343||1328&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.14||3.20||3.21||.||3.61||2.19||1.92||3.20||1.95||.||2.35||3.17&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin_Literature||5||239||265||18||1||92||10||3||22||7||2||349||504&lt;br /&gt;
|-&lt;br /&gt;
| 4||243||302||18||||83||17||3||27||3||1||393||545&lt;br /&gt;
|-&lt;br /&gt;
| 3||450||503||31||2||117||27||12||41||10||1||712||953&lt;br /&gt;
|-&lt;br /&gt;
| 2||276||332||23||3||60||21||11||22||7||.||461||608&lt;br /&gt;
|-&lt;br /&gt;
| 1||553||585||35||7||134||42||17||46||41||5||811||1138&lt;br /&gt;
|-&lt;br /&gt;
| Total||1761||1987||125||13||486||117||46||158||68||9||2726||3748&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.62||2.66||2.69||1.85||2.87||2.42||2.22||2.73||1.94||2.44||2.64||2.64&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Latin_Vergil||5||489||436||32||.||136||16||6||48||11||1||675||925&lt;br /&gt;
|-&lt;br /&gt;
| 4||512||393||36||4||109||15||6||42||12||4||677||905&lt;br /&gt;
|-&lt;br /&gt;
| 3||646||582||34||6||137||28||12||49||21||5||936||1228&lt;br /&gt;
|-&lt;br /&gt;
| 2||475||453||26||5||77||28||16||34||23||3||716||928&lt;br /&gt;
|-&lt;br /&gt;
| 1||449||471||40||8||66||32||26||28||22||1||697||920&lt;br /&gt;
|-&lt;br /&gt;
| Total||2571||2335||168||23||525||119||66||201||89||14||3701||4906&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.05||2.94||2.96||2.26||3.33||2.62||2.24||3.24||2.63||3.07||2.98||3.00&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Music_Theory||5||1359||779||73||5||334||32||21||57||38||8||1570||2138&lt;br /&gt;
|-&lt;br /&gt;
| 4||1277||946||72||10||299||52||35||64||40||12||1639||2223&lt;br /&gt;
|-&lt;br /&gt;
| 3||1880||1482||86||20||380||102||67||104||126||32||2445||3362&lt;br /&gt;
|-&lt;br /&gt;
| 2||1886||1596||119||18||362||224||109||127||153||41||2329||3482&lt;br /&gt;
|-&lt;br /&gt;
| 1||1011||777||64||15||146||249||82||62||165||30||975||1788&lt;br /&gt;
|-&lt;br /&gt;
| Total||7413||5580||414||68||1521||659||314||414||522||123||8958||12993&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.88||2.93||2.59||3.21||2.08||2.38||2.82||2.30||2.41||3.06||2.96&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics_B||5||6142||1856||203||20||2031||54||69||288||137||28||5168||7998&lt;br /&gt;
|-&lt;br /&gt;
| 4||6279||2507||235||27||1750||133||128||276||194||35||6008||8786&lt;br /&gt;
|-&lt;br /&gt;
| 3||9545||4884||406||42||2664||310||364||510||396||60||9677||14429&lt;br /&gt;
|-&lt;br /&gt;
| 2||6085||3896||257||43||1755||414||384||315||403||63||6347||9981&lt;br /&gt;
|-&lt;br /&gt;
| 1||6148||5293||340||74||1810||1137||1112||431||882||89||5566||11441&lt;br /&gt;
|-&lt;br /&gt;
| Total||34199||18436||1441||206||10010||2048||2057||1820||2012||275||32766||52635&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.01||2.55||2.79||2.40||3.04||1.81||1.86||2.82||2.16||2.45||2.97||2.85&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics_C_Elec_&amp;amp;_Magnet||5||2971||616||97||7||1107||28||23||120||59||5||2141||3587&lt;br /&gt;
|-&lt;br /&gt;
| 4||2143||622||70||13||755||40||31||101||59||9||1687||2765&lt;br /&gt;
|-&lt;br /&gt;
| 3||987||332||28||3||351||32||29||37||22||6||811||1319&lt;br /&gt;
|-&lt;br /&gt;
| 2||1339||503||61||5||425||47||34||56||48||8||1158||1842&lt;br /&gt;
|-&lt;br /&gt;
| 1||918||357||39||3||306||40||40||47||64||5||731||1275&lt;br /&gt;
|-&lt;br /&gt;
| Total||8358||2430||295||31||2944||187||157||361||252||33||6528||10788&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.59||3.26||3.42||3.52||3.66||2.83||2.76||3.53||3.00||3.03||3.51||3.51&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Physics_C_Mechanics||5||5252||1252||166||16||1894||45||52||207||107||18||3999||6504&lt;br /&gt;
|-&lt;br /&gt;
| 4||4847||1634||188||12||1490||74||76||218||138||26||4259||6481&lt;br /&gt;
|-&lt;br /&gt;
| 3||3789||1381||137||26||1034||106||102||157||134||19||3455||5170&lt;br /&gt;
|-&lt;br /&gt;
| 2||2478||1163||93||24||703||119||97||108||144||23||2330||3641&lt;br /&gt;
|-&lt;br /&gt;
| 1||2328||1430||109||20||771||270||230||136||226||25||1971||3758&lt;br /&gt;
|-&lt;br /&gt;
| Total||18694||6860||693||98||5892||614||557||826||749||111||16014||25554&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.44||3.02||3.30||2.80||3.51||2.19||2.32||3.31||2.67||2.90||3.37||3.33&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Psychology||5||7439||13750||589||59||3260||384||233||783||575||101||15205||21189&lt;br /&gt;
|-&lt;br /&gt;
| 4||10963||18770||844||125||3776||1064||545||1127||1110||184||20958||29733&lt;br /&gt;
|-&lt;br /&gt;
| 3||8488||14926||656||117||2645||1212||597||847||1008||183||16149||23414&lt;br /&gt;
|-&lt;br /&gt;
| 2||5378||10244||466||77||1664||1196||548||568||839||138||10126||15622&lt;br /&gt;
|-&lt;br /&gt;
| 1||7682||15958||818||124||2521||3665||1469||945||2098||283||11717||23640&lt;br /&gt;
|-&lt;br /&gt;
| Total||39950||73648||3373||502||13866||7521||3392||4270||5630||889||74155||113598&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.13||3.06||2.98||2.84||3.26||2.11||2.27||3.06||2.51||2.64||3.24||3.08&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish_Language||5||6585||13170||529||6||809||91||7237||416||6845||356||3466||19755&lt;br /&gt;
|-&lt;br /&gt;
| 4||8649||16516||790||22||1334||228||8890||543||6575||461||6322||25165&lt;br /&gt;
|-&lt;br /&gt;
| 3||6886||12473||598||32||1211||314||6239||468||4108||331||6058||19359&lt;br /&gt;
|-&lt;br /&gt;
| 2||6435||11365||580||43||1327||458||4785||483||3121||303||6700||17800&lt;br /&gt;
|-&lt;br /&gt;
| 1||7121||10879||642||56||1388||1210||3488||549||2397||274||7996||18000&lt;br /&gt;
|-&lt;br /&gt;
| Total||35676||64403||3139||159||6069||2301||30639||2459||23046||1725||30542||100079&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.03||3.15||2.99||2.24||2.81||1.93||3.38||2.92||3.54||3.19||2.69||3.11&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Spanish_Literature||5||452||1057||47||1||78||9||413||40||536||17||368||1509&lt;br /&gt;
|-&lt;br /&gt;
| 4||946||2324||104||1||148||24||1283||65||1024||41||580||3270&lt;br /&gt;
|-&lt;br /&gt;
| 3||1309||2812||95||1||111||30||1929||69||1355||48||483||4121&lt;br /&gt;
|-&lt;br /&gt;
| 2||742||1520||57||2||48||17||1114||28||751||32||213||2262&lt;br /&gt;
|-&lt;br /&gt;
| 1||1415||2173||149||3||49||56||1676||53||1177||84||341||3588&lt;br /&gt;
|-&lt;br /&gt;
| Total||4864||9886||452||8||434||136||6415||255||4843||222||1985||14750&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.65||2.86||2.65||2.38||3.36||2.36||2.63||3.04||2.79||2.44||3.21||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Statistics||5||7099||4232||264||16||2675||92||98||342||152||31||7661||11331&lt;br /&gt;
|-&lt;br /&gt;
| 4||11470||9124||505||65||3697||335||265||583||445||67||14632||20594&lt;br /&gt;
|-&lt;br /&gt;
| 3||11984||12499||606||95||3668||645||520||751||697||97||17404||24483&lt;br /&gt;
|-&lt;br /&gt;
| 2||7526||9005||501||74||2228||748||543||529||640||100||11168||16531&lt;br /&gt;
|-&lt;br /&gt;
| 1||9864||13479||741||123||3142||2776||1516||833||1518||239||12455||23343&lt;br /&gt;
|-&lt;br /&gt;
| Total||47943||48339||2617||373||15410||4596||2942||3038||3452||534||63320||96282&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.97||2.62||2.64||2.40||3.03||1.74||1.94||2.69||2.15||2.16||2.90||2.79&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio_Art_2-D_Design||5||471||959||41||8||172||41||30||57||66||11||1004||1430&lt;br /&gt;
|-&lt;br /&gt;
| 4||755||2012||110||10||275||95||82||104||149||16||1926||2767&lt;br /&gt;
|-&lt;br /&gt;
| 3||1267||3258||156||28||390||198||177||164||236||38||3138||4525&lt;br /&gt;
|-&lt;br /&gt;
| 2||1037||2526||146||32||271||215||164||154||208||37||2336||3563&lt;br /&gt;
|-&lt;br /&gt;
| 1||261||440||23||4||36||84||63||28||64||16||383||701&lt;br /&gt;
|-&lt;br /&gt;
| Total||3791||9195||476||82||1144||633||516||507||723||118||8787||12986&lt;br /&gt;
|-&lt;br /&gt;
| Mean||3.04||3.06||3.00||2.83||3.24||2.67||2.71||3.02||2.92||2.74||3.09||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio_Art_3-D_Design||5||93||123||6||||14||7||9||3||10||2||165||216&lt;br /&gt;
|-&lt;br /&gt;
| 4||124||191||13||2||27||18||17||11||24||1||202||315&lt;br /&gt;
|-&lt;br /&gt;
| 3||304||615||37||7||69||34||44||50||58||3||617||919&lt;br /&gt;
|-&lt;br /&gt;
| 2||223||437||25||6||51||41||41||33||42||6||415||660&lt;br /&gt;
|-&lt;br /&gt;
| 1||68||103||1||1||18||22||14||10||15||||90||171&lt;br /&gt;
|-&lt;br /&gt;
| Total||812||1469||82||16||179||122||125||107||149||12||1489||2281&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.94||2.86||2.98||2.63||2.82||2.57||2.73||2.66||2.81||2.92||2.96||2.89&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|Studio_Art_Drawing||5||424||1184||57||4||312||55||38||57||80||10||995||1608&lt;br /&gt;
|-&lt;br /&gt;
| 4||614||1762||73||10||350||87||94||84||128||21||1529||2376&lt;br /&gt;
|-&lt;br /&gt;
| 3||1407||3490||162||22||589||214||220||210||287||37||3156||4897&lt;br /&gt;
|-&lt;br /&gt;
| 2||1049||2362||144||23||315||257||234||150||201||31||2056||3411&lt;br /&gt;
|-&lt;br /&gt;
| 1||348||436||36||7||52||157||72||32||69||12||347||784&lt;br /&gt;
|-&lt;br /&gt;
| Total||3842||9234||472||66||1618||770||658||533||765||111||8083||13076&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.93||3.10||2.94||2.71||3.34||2.51||2.68||2.97||2.93||2.87||3.10||3.05&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|US_History||5||19202||17597||1057||80||6010||611||524||1529||871||134||25983||36799&lt;br /&gt;
|-&lt;br /&gt;
| 4||32938||32925||1773||243||8289||1704||1493||2647||1752||315||47647||65863&lt;br /&gt;
|-&lt;br /&gt;
| 3||34953||38735||1968||339||7943||2938||2524||2697||2539||393||52347||73688&lt;br /&gt;
|-&lt;br /&gt;
| 2||37502||49139||2430||545||8607||5536||5110||3099||4078||650||56586||86641&lt;br /&gt;
|-&lt;br /&gt;
| 1||25869||42321||2118||540||6089||10268||8330||2446||6283||844||31272||68190&lt;br /&gt;
|-&lt;br /&gt;
| Total||150464||180717||9346||1747||36938||21057||17981||12418||15523||2336||213835||331181&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.88||2.64||2.70||2.30||2.99||1.90||1.93||2.82||2.15||2.25||2.91||2.75&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;7&amp;quot;|World_History||5||6296||4926||260||31||1921||244||168||526||299||51||7722||11222&lt;br /&gt;
|-&lt;br /&gt;
| 4||8766||8188||402||70||2570||591||451||726||577||84||11483||16954&lt;br /&gt;
|-&lt;br /&gt;
| 3||12593||13777||696||130||3841||1357||1067||1079||1301||215||16684||26370&lt;br /&gt;
|-&lt;br /&gt;
| 2||10102||14503||690||131||3166||1990||1754||1058||1714||249||13853||24605&lt;br /&gt;
|-&lt;br /&gt;
| 1||7472||14396||743||128||1951||3754||2939||807||2727||344||8475||21868&lt;br /&gt;
|-&lt;br /&gt;
| Total||45229||55790||2791||490||13449||7936||6379||4196||6618||943||58217||101019&lt;br /&gt;
|-&lt;br /&gt;
| Mean||2.92||2.55||2.55||2.48||2.95||1.94||1.93||2.79||2.09||2.20||2.93||2.71&lt;br /&gt;
|-&lt;br /&gt;
| rowspan=&amp;quot;6&amp;quot;|Number_of_Students_at_Each_Grade_Level||9/10||101538||124905||5760||935||30886||14085||17858||9133||15675||1879||130232||226443&lt;br /&gt;
|-&lt;br /&gt;
| 11||232003||309833||12672||2918||60620||34079||36140||19844||32393||4088||339082||541836&lt;br /&gt;
|-&lt;br /&gt;
| 12||263655||340942||13422||2986||66847||40389||31527||19353||32595||4974||392504||604597&lt;br /&gt;
|-&lt;br /&gt;
| &amp;lt;9||1198||1941||45||2||61||16||2041||44||762||5||163||3139&lt;br /&gt;
|-&lt;br /&gt;
| Not_HS||25269||30885||9347||243||4091||4005||3941||1894||3949||496||28188||56154&lt;br /&gt;
|-&lt;br /&gt;
| Total||623663||808506||41246||7084||162505||92574||91507||50268||85374||11442||890169||1432169&lt;br /&gt;
|}&lt;br /&gt;
&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===2007 AP Exam Scores (Percentage of Students)===&lt;br /&gt;
The table below contains the numbers of students and their relative proportion (percent).&lt;br /&gt;
&lt;br /&gt;
&amp;lt;center&amp;gt;&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot; style=&amp;quot;text-align:center; width:75%&amp;quot; border=&amp;quot;1&amp;quot;&lt;br /&gt;
|-&lt;br /&gt;
| colspan=2| || colspan=5| '''Examination Grade''' || colspan=4| '''Summary Statistics''' &lt;br /&gt;
|-&lt;br /&gt;
| '''Disciplines''' ||  '''Sample Size''' || '''5''' || '''4''' || '''3''' || '''2''' || '''1''' || '''Number of Students''' || '''3 or Higher / %''' || '''Mean Grade''' || '''Standard Deviation'''&lt;br /&gt;
|-&lt;br /&gt;
| '''Art History''' || N || 2286 || 4243 || 5006 || 3550 || 3751 || 18836 || 11535 || 2.88 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.13633468 || 22.52601402 || 26.57676789 || 18.84688894 || 19.91399448 ||  || 61.23911659 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Biology''' || N || 27996 || 29338 || 30749 || 33664 || 23049 || 144796 || 88083 || 3.04 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.33478825 || 20.26160944 || 21.23608387 || 23.24926103 || 15.91825741 ||  || 60.83248156 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB''' || N || 44409 || 39682 || 40448 || 32704 || 54450 || 211693 || 124539 || 2.94 || 1.49&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.97802006 || 18.74506951 || 19.10691426 || 15.44878669 || 25.72120949 ||  || 58.83000383 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus BC''' || N || 27949 || 11489 || 12095 || 4090 || 8688 || 64311 || 51533 || 3.71 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.4591283 || 17.86475098 || 18.80704701 || 6.359720732 || 13.50935299 ||  || 80.13092628 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Calculus AB Subscores''' || N || 32268 || 14168 || 8915 || 4222 || 4738 || 64311 || 55351 || 4.01 || 1.25&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 50.17493119 || 22.0304458 || 13.86232526 || 6.564973333 || 7.367324408 ||  || 86.06770226 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chemistry''' || N || 14820 || 17462 || 22321 || 17928 || 24605 || 97136 || 54603 || 2.79 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.25695931 || 17.97685719 || 22.97912206 || 18.45659694 || 25.3304645 ||  || 56.21293856 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language'''   (Total Group) || N || 2643 || 386 || 146 || 36 || 50 || 3261 || 3175 || 4.7 || 0.74&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 81.04875805 || 11.83685986 || 4.477154247 || 1.103955842 || 1.533272002 ||  || 97.36277216 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Chinese Language''' (Standard Group)** || N || 177 || 71 || 60 || 24 || 31 || 363 || 308 || 3.93 || 1.3&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 48.76033058 || 19.55922865 || 16.52892562 || 6.611570248 || 8.539944904 ||  || 84.84848485 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' A || N || 2902 || 3434 || 2178 || 1433 || 5102 || 15049 || 8514 || 2.84 || 1.56&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.28367333 || 22.81879195 || 14.47272244 || 9.522227391 || 33.90258489 ||  || 56.57518772 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Computer Science''' AB || N || 1682 || 997 || 926 || 473 || 986 || 5064 || 3605 || 3.38 || 1.5&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.21484992 || 19.68799368 || 18.28593997 || 9.340442338 || 19.47077409 ||  || 71.18878357 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Macro''' || N || 8462 || 14693 || 9881 || 10311 || 16769 || 60116 || 33036 || 2.8 || 1.43&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 14.0761195 || 24.44108058 || 16.43655599 || 17.15183978 || 27.89440415 ||  || 54.95375607 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Economics - Micro''' || N || 6080 || 10300 || 7766 || 5459 || 7778 || 37383 || 24146 || 3.04 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.26407725 || 27.55263087 || 20.77414868 || 14.60289436 || 20.80624883 ||  || 64.59085681 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Language''' || N || 25840 || 51720 || 88529 || 85517 || 30624 || 282230 || 166089 || 2.85 || 1.12&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.155653191 || 18.32547922 || 31.36767884 || 30.30046416 || 10.85072459 ||  || 58.84881125 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''English Literature''' || N || 20829 || 62283 || 99267 || 90050 || 26049 || 298478 || 182379 || 2.87 || 1.06&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.978403768 || 20.86686456 || 33.25772754 || 30.16972775 || 8.727276382 ||  || 61.10299587 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Environmental Science''' || N || 5670 || 12092 || 9383 || 9183 || 16088 || 52416 || 27145 || 2.66 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.81730769 || 23.06929182 || 17.90102259 || 17.51945971 || 30.69291819 ||  || 51.7876221 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''European History''' || N || 10800 || 18314 || 34823 || 10910 || 22195 || 97042 || 63937 || 2.84 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.12920179 || 18.87224089 || 35.8844624 || 11.24255477 || 22.87154016 ||  || 65.88590507 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Total Group)** || N || 2743 || 3655 || 6643 || 4361 || 4307 || 21709 || 13041 || 2.82 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.63531254 || 16.83633516 || 30.60021189 || 20.08844258 || 19.83969782 ||  || 60.0718596 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Language''' (Standard Group)** || N || 1244 || 2510 || 5331 || 3816 || 3928 || 16829 || 9085 || 2.6 || 1.2&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 7.392001901 || 14.91473052 || 31.67746152 || 22.6751441 || 23.34066195 ||  || 53.98419395 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''French Literature''' || N || 501 || 487 || 480 || 337 || 263 || 2068 || 1468 || 3.3 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.22630561 || 23.54932302 || 23.21083172 || 16.2959381 || 12.71760155 ||  || 70.98646035 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Total Group)** || N || 1316 || 1160 || 1158 || 1043 || 720 || 5397 || 3634 || 3.24 || 1.36&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 24.38391699 || 21.49342227 || 21.45636465 || 19.32555123 || 13.34074486 ||  || 67.33370391 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''German Language''' (Standard Group)** || N || 342 || 760 || 938 || 885 || 635 || 3560 || 2040 || 2.8 || 1.23&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.606741573 || 21.34831461 || 26.34831461 || 24.85955056 || 17.83707865 ||  || 57.30337079 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics  Comparative''' || N || 2188 || 2635 || 3000 || 3039 || 2496 || 13358 || 7823 || 2.92 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.37969756 || 19.72600689 || 22.45845186 || 22.75041174 || 18.68543195 ||  || 58.56415631 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Government &amp;amp; Politics United States''' || N || 9705 || 30488 || 43245 || 51620 || 25920 || 160978 || 83438 || 2.67 || 1.13&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.028774118 || 18.93923393 || 26.86391929 || 32.06649356 || 16.1015791 ||  || 51.83192734 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Human Geography''' || N || 3249 || 5183 || 6320 || 4724 || 9529 || 29005 || 14752 || 2.58 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.20151698 || 17.86933287 || 21.78934666 || 16.2868471 || 32.85295639 ||  || 50.86019652 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Total Group) || N || 252 || 209 || 393 || 329 || 459 || 1642 || 854 || 2.67 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.34713764 || 12.72838002 || 23.93422655 || 20.0365408 || 27.95371498 ||  || 52.00974421 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Italian Language''' (Standard Group)** || N || 85 || 138 || 311 || 292 || 433 || 1259 || 534 || 2.32 || 1.24&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 6.751389992 || 10.96108022 || 24.70214456 || 23.19301033 || 34.3923749 ||  || 42.41461477 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Total Group)** || N || 724 || 154 || 314 || 152 || 323 || 1667 || 1192 || 3.48 || 1.57&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 43.43131374 || 9.23815237 || 18.83623275 || 9.118176365 || 19.37612478 ||  || 71.50569886 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Japanese Language''' (Standard Group)** || N || 102 || 66 || 182 || 99 || 218 || 667 || 350 || 2.6 || 1.42&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 15.29235382 || 9.895052474 || 27.28635682 || 14.84257871 || 32.68365817 ||  || 52.47376312 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Literature''' || N || 508 || 549 || 962 || 612 || 1140 || 3771 || 2019 || 2.65 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 13.47122779 || 14.55847255 || 25.51047468 || 16.22911695 || 30.23070804 ||  || 53.54017502 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Latin Vergil''' || N || 937 || 911 || 1229 || 931 || 921 || 4929 || 3077 || 3 || 1.37&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 19.00994116 || 18.4824508 || 24.9340637 || 18.88821262 || 18.68533171 ||  || 62.42645567 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' || N || 2210 || 2263 || 3400 || 3517 || 1804 || 13194 || 7873 || 2.97 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.7500379 || 17.15173564 || 25.76928907 || 26.65605578 || 13.67288161 ||  || 59.6710626 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Aural Subscore || N || 2184 || 2296 || 3219 || 3767 || 1728 || 13194 || 7699 || 2.96 || 1.28&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.55297863 || 17.40184933 || 24.39745339 || 28.55085645 || 13.09686221 ||  || 58.35228134 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Music Theory''' Nonaural Subscore || N || 2240 || 2305 || 3398 || 3461 || 1790 || 13194 || 7943 || 2.98 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.97741398 || 17.47006215 || 25.75413067 || 26.23162043 || 13.56677278 ||  || 60.20160679 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics B''' || N || 8869 || 9279 || 14931 || 10210 || 11601 || 54890 || 33079 || 2.88 || 1.35&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 16.15777009 || 16.90471853 || 27.20167608 || 18.60083804 || 21.13499727 ||  || 60.26416469 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C E&amp;amp;M''' || N || 3787 || 2871 || 1354 || 1890 || 1290 || 11192 || 8012 || 3.53 || 1.4&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 33.83666905 || 25.65225161 || 12.09792709 || 16.88706219 || 11.52609006 ||  || 71.58684775 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Physics C Mechanics''' || N || 6877 || 6669 || 5268 || 3699 || 3801 || 26314 || 18814 || 3.35 || 1.38&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 26.13437714 || 25.34392339 || 20.01976134 || 14.05715589 || 14.44478225 ||  || 71.49806187 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Psychology''' || N || 21833 || 30430 || 23851 || 15902 || 24112 || 116128 || 76114 || 3.09 || 1.41&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 18.80080601 || 26.20384403 || 20.53854368 || 13.69351061 || 20.76329567 ||  || 65.54319372 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Total Group) || N || 20397 || 25383 || 19464 || 17892 || 18063 || 101199 || 65244 || 3.12 || 1.39&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 20.1553375 || 25.08226366 || 19.23339163 || 17.6800166 || 17.8489906 ||  || 64.4709928 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Language''' (Standard Group)** || N || 4299 || 8269 || 8085 || 9230 || 11290 || 41173 || 20653 || 2.64 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 10.44130862 || 20.0835499 || 19.63665509 || 22.41760377 || 27.42088262 ||  || 50.16151361 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Spanish Literature''' || N || 1757 || 3464 || 4207 || 2277 || 3616 || 15321 || 9428 || 2.83 || 1.32&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.46791985 || 22.60949024 || 27.45904314 || 14.86195418 || 23.60159259 ||  || 61.53645323 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Statistics''' || N || 11643 || 21076 || 24922 || 16755 || 23637 || 98033 || 57641 || 2.8 || 1.34&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.87661298 || 21.49888303 || 25.42205176 || 17.09118358 || 24.11126865 ||  || 58.79754776 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art Drawing''' || N || 1681 || 2470 || 5043 || 3546 || 818 || 13558 || 9194 || 3.05 || 1.09&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 12.39858386 || 18.21802626 || 37.19575159 || 26.15430004 || 6.03333825 ||  || 67.81236171 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 2-D Design''' || N || 1494 || 2861 || 4665 || 3674 || 716 || 13410 || 9020 || 3.06 || 1.07&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.1409396 || 21.33482476 || 34.78747204 || 27.39746458 || 5.339299031 ||  || 67.26323639 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''Studio Art 3-D Design''' || N || 223 || 324 || 935 || 665 || 173 || 2320 || 1482 || 2.9 || 1.05&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 9.612068966 || 13.96551724 || 40.30172414 || 28.6637931 || 7.456896552 ||  || 63.87931034 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''United States History''' || N || 37110 || 66325 || 74153 || 87268 || 68706 || 333562 || 177588 || 2.75 || 1.29&lt;br /&gt;
|-&lt;br /&gt;
|  || % At || 11.125368 || 19.88385967 || 22.23064977 || 26.16245256 || 20.59767 ||  || 53.23987744 ||  || &lt;br /&gt;
|-&lt;br /&gt;
| '''World History''' || N || 11461 || 17183 || 26616 || 24773 || 21942 || 101975 || 55260 || 2.72 || 1.28&lt;br /&gt;
|}&amp;lt;/center&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;hr&amp;gt;&lt;br /&gt;
* SOCR Home page: http://www.socr.ucla.edu&lt;br /&gt;
&lt;br /&gt;
{{translate|pageName=http://wiki.stat.ucla.edu/socr/index.php?title=SOCR_Data_Dinov_030708_APExamScores}}&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11177</id>
		<title>AP Statistics Curriculum 2007 Laplace</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11177"/>
		<updated>2011-07-11T21:44:56Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Related Distributions */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Laplace Distribution===&lt;br /&gt;
'''Definition''': Laplace distribution is a distribution that is symmetrical and more “peaky” than a normal distribution. The dispersion of the data around the mean is higher than that of a normal distribution. Laplace distribution is also sometimes called the double exponential distribution.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim \operatorname{Laplace}(\mu,b)&amp;lt;/math&amp;gt;, the Laplace probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{1}{2b}\exp(-\frac{|x-\mu|}{b})&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The Laplace cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;&lt;br /&gt;
\left\{\begin{matrix}&lt;br /&gt;
\frac{1}{2}\exp(\frac{x-\mu}{b}) &amp;amp; \mbox{if }x &amp;lt; \mu&lt;br /&gt;
\\[8pt]&lt;br /&gt;
1-\frac{1}{2}\exp(-\frac{x-\mu}{b}) &amp;amp; \mbox{if }x \geq \mu&lt;br /&gt;
\end{matrix}\right.&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where &lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Laplace moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=\frac{\exp(\mu t)}{1-b^2 t^2} \mbox{ for }|t|&amp;lt;\frac{1}{b}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''':&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\mu\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=2b^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Related Distributions===&lt;br /&gt;
*If &amp;lt;math&amp;gt;X\sim \operatorname{Laplace}(\mu,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;kX+b\sim \operatorname{Laplace}(k\mu+b,kb)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Laplace}(0,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;|X| \sim \operatorname{Exponential}(\tfrac{1}{b})\!&amp;lt;/math&amp;gt; ([[http://wiki.stat.ucla.edu/socr/index.php/AP_Statistics_Curriculum_2007_Exponential Exponential distribution]])&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Exponential}(\tfrac{1}{\lambda})\!&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;Y \sim \operatorname{Exponential}(\tfrac{1}{\lambda})\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;X-Y \sim \operatorname{Laplace}\left(0,\lambda\right)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Laplace}(\mu,\tfrac{1}{b})\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;|X-\mu| \sim \operatorname{Exponential}(b)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
* If &amp;lt;math&amp;gt;X_i \sim \operatorname{Normal}(0,1)\!&amp;lt;/math&amp;gt;  for &amp;lt;math&amp;gt;i={1,2,3,4}\!&amp;lt;/math&amp;gt; then &amp;lt;math&amp;gt;X_1 X_2 - X_3 X_4 \sim \operatorname{Laplace}(0,1)\!&amp;lt;/math&amp;gt; ([[http://wiki.stat.ucla.edu/socr/index.php/AP_Statistics_Curriculum_2007_Normal_Std Normal distribution]])&lt;br /&gt;
&lt;br /&gt;
* If &amp;lt;math&amp;gt;X_i \sim \operatorname{Normal}(0,1)\!&amp;lt;/math&amp;gt; for &amp;lt;math&amp;gt;i={1,2,3,4}\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;X_1 X_2 + X_3 X_4 \sim \operatorname{Laplace}(0,1)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
* If &amp;lt;math&amp;gt;X_i \sim \operatorname{Laplace}(\mu,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;\frac{2}{b \sum_{i=1}^n |X_i-\mu|} \sim \chi^2(2n) \! &amp;lt;/math&amp;gt; ([[http://wiki.stat.ucla.edu/socr/index.php/AP_Statistics_Curriculum_2007_Chi-Square Chi-square distribution]])&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Laplace}(\mu,b)&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;Y \sim \operatorname{Laplace}(\mu,b)&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt; \tfrac{|X-\mu|}{|Y-\mu|} \sim \operatorname{F}(2,2) &amp;lt;/math&amp;gt; ([[http://wiki.stat.ucla.edu/socr/index.php/AP_Statistics_Curriculum_2007_Fisher_F F-distribution]])&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{U}(0,1)\!&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;Y \sim \operatorname{U}(0,1)\!&amp;lt;/math&amp;gt;,  then &amp;lt;math&amp;gt;\log{\tfrac{X}{Y}} \sim \operatorname{Laplace}(0,1)\!&amp;lt;/math&amp;gt; ([[http://wiki.stat.ucla.edu/socr/index.php/AP_Statistics_Curriculum_2007_Uniform Uniform distribution]])&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Exponential}(\lambda)\!&amp;lt;/math&amp;gt; and  &amp;lt;math&amp;gt;Y \sim \operatorname{Bernoulli}(0.5)\!&amp;lt;/math&amp;gt; independent of &amp;lt;math&amp;gt;X\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt; X(2Y-1) \sim \operatorname{Laplace} (0,\lambda^{-1}) \!&amp;lt;/math&amp;gt;([[http://wiki.stat.ucla.edu/socr/index.php/AP_Statistics_Curriculum_2007_Distrib_Binomial Bernoulli distribution]])&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;X_1 \sim \operatorname{Exponential}(\lambda_1)\!&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;X_2 \sim \operatorname{Exponential}(\lambda_2)\!&amp;lt;/math&amp;gt; independent of &amp;lt;math&amp;gt;X_1\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;\lambda_1 X_1-\lambda_2 X_2 \sim \operatorname{Laplace}\left(0,1\right)\,&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;V \sim \operatorname{Exponential}(1)\!&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt; Z \sim \operatorname{Normal}(0,1)\, &amp;lt;/math&amp;gt; independent of &amp;lt;math&amp;gt;V&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;X = \mu + b \sqrt{2 V}Z \sim \operatorname{Laplace}(\mu,b)&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Relation to exponential distribution''': A Laplace random variable can be represented as the difference of two independent and identically distributed exponential random variables. One way to show is this by using the characteristic function approach.&lt;br /&gt;
&lt;br /&gt;
Consider to independent and identically distributed random variables &amp;lt;math&amp;gt;X_1,X_2\sim \operatorname{Exponential}(\lambda)\!&amp;lt;/math&amp;gt;. The characteristic functions for &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;X_1-X_2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; are &amp;lt;math&amp;gt;\tfrac{\lambda}{-it+\lambda}&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;\tfrac{\lambda}{it+\lambda}&amp;lt;/math&amp;gt; respectively. The product of these two functions is equivalent to the characteristic function of the sum of the random variables &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;X_1+(-X_2)&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;. The result is &amp;lt;math&amp;gt;\tfrac{\lambda^2}{(-it+\lambda)(it+\lambda)} =\tfrac{\lambda^2}{t^2+\lambda^2}&amp;lt;/math&amp;gt;. &lt;br /&gt;
&lt;br /&gt;
This is the same as the characteristic function for &amp;lt;math&amp;gt;Y\sim\operatorname{Laplace}(0,\tfrac{1}{\lambda})&amp;lt;/math&amp;gt;, which is &amp;lt;math&amp;gt;\tfrac{1}{1+\tfrac{t^2}{\lambda^2}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Laplace distribution is used for modeling in signal processing, various biological processes, finance, and economics. Examples of events that may be modeled by Laplace distribution include:&lt;br /&gt;
*Credit risk and exotic options in financial engineering&lt;br /&gt;
*Insurance claims&lt;br /&gt;
*Structural changes in switching-regime model and Kalman filter&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that the return of a certain stock has a Laplace distribution with &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;\mu=5&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;b=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;.  Compute the probability that the stock will have a return between 6 and 10. &lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(6 \le X\le 10)=\sum_{x=6}^{10}\frac{1}{2\times 2}\exp(-\frac{|x-5|}{2})=0.262223&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Laplace_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Laplace.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11176</id>
		<title>AP Statistics Curriculum 2007 Laplace</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11176"/>
		<updated>2011-07-11T21:41:02Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Related Distributions */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Laplace Distribution===&lt;br /&gt;
'''Definition''': Laplace distribution is a distribution that is symmetrical and more “peaky” than a normal distribution. The dispersion of the data around the mean is higher than that of a normal distribution. Laplace distribution is also sometimes called the double exponential distribution.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim \operatorname{Laplace}(\mu,b)&amp;lt;/math&amp;gt;, the Laplace probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{1}{2b}\exp(-\frac{|x-\mu|}{b})&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The Laplace cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;&lt;br /&gt;
\left\{\begin{matrix}&lt;br /&gt;
\frac{1}{2}\exp(\frac{x-\mu}{b}) &amp;amp; \mbox{if }x &amp;lt; \mu&lt;br /&gt;
\\[8pt]&lt;br /&gt;
1-\frac{1}{2}\exp(-\frac{x-\mu}{b}) &amp;amp; \mbox{if }x \geq \mu&lt;br /&gt;
\end{matrix}\right.&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where &lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Laplace moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=\frac{\exp(\mu t)}{1-b^2 t^2} \mbox{ for }|t|&amp;lt;\frac{1}{b}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''':&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\mu\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=2b^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Related Distributions===&lt;br /&gt;
*If &amp;lt;math&amp;gt;X\sim \operatorname{Laplace}(\mu,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;kX+b\sim \operatorname{Laplace}(k\mu+b,kb)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Laplace}(0,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;|X| \sim \operatorname{Exponential}(\tfrac{1}{b})\!&amp;lt;/math&amp;gt; ([[Exponential distribution]])&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Exponential}(\tfrac{1}{\lambda})\!&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;Y \sim \operatorname{Exponential}(\tfrac{1}{\lambda})\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;X-Y \sim \operatorname{Laplace}\left(0,\lambda\right)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Laplace}(\mu,\tfrac{1}{b})\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;|X-\mu| \sim \operatorname{Exponential}(b)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
* If &amp;lt;math&amp;gt;X_i \sim \operatorname{Normal}(0,1)\!&amp;lt;/math&amp;gt;  for &amp;lt;math&amp;gt;i={1,2,3,4}\!&amp;lt;/math&amp;gt; then &amp;lt;math&amp;gt;X_1 X_2 - X_3 X_4 \sim \operatorname{Laplace}(0,1)\!&amp;lt;/math&amp;gt; ([[Normal distribution]])&lt;br /&gt;
&lt;br /&gt;
* If &amp;lt;math&amp;gt;X_i \sim \operatorname{Normal}(0,1)\!&amp;lt;/math&amp;gt; for &amp;lt;math&amp;gt;i={1,2,3,4}\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;X_1 X_2 + X_3 X_4 \sim \operatorname{Laplace}(0,1)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
* If &amp;lt;math&amp;gt;X_i \sim \operatorname{Laplace}(\mu,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;\frac{2}{b \sum_{i=1}^n |X_i-\mu|} \sim \chi^2(2n) \! &amp;lt;/math&amp;gt; ([[Chi-square distribution]])&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Laplace}(\mu,b)&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;Y \sim \operatorname{Laplace}(\mu,b)&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt; \tfrac{|X-\mu|}{|Y-\mu|} \sim \operatorname{F}(2,2) &amp;lt;/math&amp;gt; ([[F-distribution]])&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{U}(0,1)\!&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;Y \sim \operatorname{U}(0,1)\!&amp;lt;/math&amp;gt;,  then &amp;lt;math&amp;gt;\log{\tfrac{X}{Y}} \sim \operatorname{Laplace}(0,1)\!&amp;lt;/math&amp;gt; ([[Uniform distribution]])&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Exponential}(\lambda)\!&amp;lt;/math&amp;gt; and  &amp;lt;math&amp;gt;Y \sim \operatorname{Bernoulli}(0.5)\!&amp;lt;/math&amp;gt; independent of &amp;lt;math&amp;gt;X\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt; X(2Y-1) \sim \operatorname{Laplace} (0,\lambda^{-1}) \!&amp;lt;/math&amp;gt;([[Bernoulli distribution]])&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;X_1 \sim \operatorname{Exponential}(\lambda_1)\!&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;X_2 \sim \operatorname{Exponential}(\lambda_2)\!&amp;lt;/math&amp;gt; independent of &amp;lt;math&amp;gt;X_1\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;\lambda_1 X_1-\lambda_2 X_2 \sim \operatorname{Laplace}\left(0,1\right)\,&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
*If &amp;lt;math&amp;gt;V \sim \operatorname{Exponential}(1)\!&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt; Z \sim \operatorname{Normal}(0,1)\, &amp;lt;/math&amp;gt; independent of &amp;lt;math&amp;gt;V&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;X = \mu + b \sqrt{2 V}Z \sim \operatorname{Laplace}(\mu,b)&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Relation to exponential distribution''': A Laplace random variable can be represented as the difference of two independent and identically distributed exponential random variables. One way to show is this by using the characteristic function approach.&lt;br /&gt;
&lt;br /&gt;
Consider to independent and identically distributed random variables &amp;lt;math&amp;gt;X_1,X_2\sim \operatorname{Exponential}(\lambda)\!&amp;lt;/math&amp;gt;. The characteristic functions for &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;X_1-X_2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; are &amp;lt;math&amp;gt;\tfrac{\lambda}{-it+\lambda}&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;\tfrac{\lambda}{it+\lambda}&amp;lt;/math&amp;gt; respectively. The product of these two functions is equivalent to the characteristic function of the sum of the random variables &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;X_1+(-X_2)&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;. The result is &amp;lt;math&amp;gt;\tfrac{\lambda^2}{(-it+\lambda)(it+\lambda)} =\tfrac{\lambda^2}{t^2+\lambda^2}&amp;lt;/math&amp;gt;. &lt;br /&gt;
&lt;br /&gt;
This is the same as the characteristic function for &amp;lt;math&amp;gt;Y\sim\operatorname{Laplace}(0,\tfrac{1}{\lambda})&amp;lt;/math&amp;gt;, which is &amp;lt;math&amp;gt;\tfrac{1}{1+\tfrac{t^2}{\lambda^2}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Laplace distribution is used for modeling in signal processing, various biological processes, finance, and economics. Examples of events that may be modeled by Laplace distribution include:&lt;br /&gt;
*Credit risk and exotic options in financial engineering&lt;br /&gt;
*Insurance claims&lt;br /&gt;
*Structural changes in switching-regime model and Kalman filter&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that the return of a certain stock has a Laplace distribution with &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;\mu=5&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;b=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;.  Compute the probability that the stock will have a return between 6 and 10. &lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(6 \le X\le 10)=\sum_{x=6}^{10}\frac{1}{2\times 2}\exp(-\frac{|x-5|}{2})=0.262223&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Laplace_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Laplace.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Beta&amp;diff=11175</id>
		<title>AP Statistics Curriculum 2007 Beta</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Beta&amp;diff=11175"/>
		<updated>2011-07-11T21:25:44Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Beta Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Beta Distribution===&lt;br /&gt;
'''Definition''': Beta distribution is a distribution that models events which are constrained to take place within an interval defined by a minimum and maximum value. &lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim \operatorname{Beta}(\alpha,\beta)\!&amp;lt;/math&amp;gt;, the Beta probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{\alpha-1}(1-x)^{\beta-1}}{\Beta(\alpha,\beta)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive shape parameter&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\beta&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive shape parameter&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\int_0^1 t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt; or &amp;lt;br /&amp;gt;&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\frac{\Gamma(x)\Gamma(y)}{\Gamma(x+y)}&amp;lt;/math&amp;gt;, where &amp;lt;math&amp;gt;\Gamma(k)!=(k-1)!=1 \times 2 \times\ 3 \times\cdots \times (k-1)&amp;lt;/math&amp;gt;&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': Beta cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\Beta_x(\alpha,\beta)}{\Beta(\alpha,\beta)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta_x(\alpha,\beta)=\int_0^x t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\int_0^1 t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Beta moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=1+\sum_{k=1}^\infty (\prod_{r=0}^{k-1}\frac{\alpha+r}{\alpha+\beta+r})\frac{t^k}{k!}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a Beta distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{\alpha}{\alpha+\beta}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The Beta variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{\alpha\beta}{(\alpha+\beta)^2(\alpha+\beta+1)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Beta distribution is used in a range of disciplines including rule of succession, Bayesian statistics, and task duration modeling. Examples of events that may be modeled by Beta distribution include:&lt;br /&gt;
*The time it takes to complete a task&lt;br /&gt;
*The proportion of defective items in a shipment&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that DVDs in a certain shipment are defective with a Beta distribution with &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\beta=5&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;. Compute the probability that the shipment has 20% to 30% defective DVDs.&lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:  &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(0.2\le X\le 0.3)=\sum_{x=0.2}^{0.3}\frac{x^{2-1}(1-x)^{5-1}}{\Beta(2,5)}=0.235185&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Beta_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Beta.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Beta&amp;diff=11174</id>
		<title>AP Statistics Curriculum 2007 Beta</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Beta&amp;diff=11174"/>
		<updated>2011-07-11T21:25:15Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Beta Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Beta Distribution===&lt;br /&gt;
'''Definition''': Beta distribution is a distribution that models events which are constrained to take place within an interval defined by a minimum and maximum value. &lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim \operatorname{Beta}(\alpha,\beta)\!&amp;lt;/math&amp;gt;, the Beta probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{\alpha-1}(1-x)^{\beta-1}}{\Beta(\alpha,\beta)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive shape parameter&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\beta&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive shape parameter&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\int_0^1 t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt; or &amp;lt;br /&amp;gt;&lt;br /&gt;
&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\frac{\Gamma(x)\Gamma(y)}{\Gamma(x+y)}&amp;lt;/math&amp;gt;, where &amp;lt;math&amp;gt;\Gamma(k)!=(k-1)!=1 \times 2 \times\ 3 \times\cdots \times (k-1)&amp;lt;/math&amp;gt;&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': Beta cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\Beta_x(\alpha,\beta)}{\Beta(\alpha,\beta)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta_x(\alpha,\beta)=\int_0^x t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\int_0^1 t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Beta moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=1+\sum_{k=1}^\infty (\prod_{r=0}^{k-1}\frac{\alpha+r}{\alpha+\beta+r})\frac{t^k}{k!}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a Beta distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{\alpha}{\alpha+\beta}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The Beta variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{\alpha\beta}{(\alpha+\beta)^2(\alpha+\beta+1)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Beta distribution is used in a range of disciplines including rule of succession, Bayesian statistics, and task duration modeling. Examples of events that may be modeled by Beta distribution include:&lt;br /&gt;
*The time it takes to complete a task&lt;br /&gt;
*The proportion of defective items in a shipment&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that DVDs in a certain shipment are defective with a Beta distribution with &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\beta=5&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;. Compute the probability that the shipment has 20% to 30% defective DVDs.&lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:  &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(0.2\le X\le 0.3)=\sum_{x=0.2}^{0.3}\frac{x^{2-1}(1-x)^{5-1}}{\Beta(2,5)}=0.235185&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Beta_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Beta.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Pareto&amp;diff=11173</id>
		<title>AP Statistics Curriculum 2007 Pareto</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Pareto&amp;diff=11173"/>
		<updated>2011-07-11T21:24:28Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Pareto Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Pareto Distribution===&lt;br /&gt;
'''Definition''': Pareto distribution is a skewed, heavy-tailed distribution that is sometimes used to model that distribution of incomes. The basis of the distribution is that a high proportion of a population has low income while only a few people have very high incomes.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim \operatorname{Pareto}(x_m,\alpha)\!&amp;lt;/math&amp;gt;, the Pareto probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\alpha x_m^\alpha}{x^{\alpha+1}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the minimum possible value of X&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive parameter which determines the concentration of data towards the mode&lt;br /&gt;
*x is a random variable (&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The Pareto cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;1-(\frac{x_m}{x})^\alpha&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the minimum possible value of X&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive parameter which determines the concentration of data towards the mode&lt;br /&gt;
*x is a random variable (&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Pareto moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=\alpha(-x_m t)^\alpha\Gamma(-\alpha,-x_m t)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Gamma(-\alpha,-x_m t)=\int_{-x_m t}^\infty t^{-\alpha-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of Pareto distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{\alpha x_m}{\alpha-1}\mbox{ for }\alpha&amp;gt;1\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The Pareto variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{x_m^2 \alpha}{(\alpha-1)^2(\alpha-2)}\mbox{ for }\alpha&amp;gt;2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Pareto distribution is sometimes expressed more simply as the “80-20 rule”, which describes a range of situations. In customer support, it means that 80% of problems come from 20% of customers. In economics, it means 80% of the wealth is controlled by 20% of the population. Examples of events that may be modeled by Pareto distribution include:&lt;br /&gt;
*The sizes of human settlements (few cities, many villages)&lt;br /&gt;
*The file size distribution of Internet traffic which uses the TCP protocol (few larger files, many smaller files)&lt;br /&gt;
*Hard disk drive error rates&lt;br /&gt;
*The values of oil reserves in oil fields (few large fields, many small fields)&lt;br /&gt;
*The length distribution in jobs assigned supercomputers (few large ones, many small ones)&lt;br /&gt;
*The standardized price returns on individual stocks&lt;br /&gt;
*The sizes of sand particles&lt;br /&gt;
*The sizes of meteorites&lt;br /&gt;
*The number of species per genus&lt;br /&gt;
*The areas burned in forest fires&lt;br /&gt;
*The severity of large casualty losses for certain businesses, such as general liability, commercial auto, and workers compensation&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that the income of a certain population has a Pareto distribution with &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha=3&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x_m=1000&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;. Compute the proportion of the population with incomes between 2000 and 4000.&lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2000\le X\le 4000)=\sum_{x=2000}^{4000}\frac{3\times 1000^3}{x^{3+1}}=0.109375&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Pareto_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Pareto.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Exponential&amp;diff=11172</id>
		<title>AP Statistics Curriculum 2007 Exponential</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Exponential&amp;diff=11172"/>
		<updated>2011-07-11T21:24:13Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Exponential Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Exponential Distribution===&lt;br /&gt;
'''Definition''': Exponential distribution is a special case of the gamma distribution. Whereas the gamma distribution is the waiting time for more than one event, the exponential distribution describes the time between a single Poisson event. &lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim \operatorname{Exponential}(\lambda)\!&amp;lt;/math&amp;gt;, the exponential probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\lambda e^{-\lambda x}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The exponential cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;1-e^{-\lambda x}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The exponential moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\frac{t}{\lambda})^{-1}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a exponential distributed random variable x is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{1}{\lambda}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The exponential variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{1}{\lambda^2}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The exponential distribution occurs naturally when describing the waiting time in a homogeneous Poisson process. It can be used in a range of disciplines including queuing theory, physics, reliability theory, and hydrology. Examples of events that may be modeled by exponential distribution include:&lt;br /&gt;
*The time until a radioactive particle decays&lt;br /&gt;
*The time between clicks of a Geiger counter&lt;br /&gt;
*The time until default on payment to company debt holders&lt;br /&gt;
*The distance between roadkills on a given road&lt;br /&gt;
*The distance between mutations on a DNA strand&lt;br /&gt;
*The time it takes for a  bank teller to serve a customer&lt;br /&gt;
*The height of various molecules in a gas at a fixed temperature and pressure in a uniform gravitational field&lt;br /&gt;
*The monthly and annual maximum values of daily rainfall and river discharge volumes&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you usually get 2 phone calls per hour. Compute the probability that a phone call will arrive within the next hour.&lt;br /&gt;
&lt;br /&gt;
2 phone calls per hour means that we would expect one phone call every 1/2 hour so &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda=0.5&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;. We can then compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(0\le X\le 1)=\sum_{x=0}^1 0.5e^{-0.5x}=0.393469&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Exponential_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Exponential.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11171</id>
		<title>AP Statistics Curriculum 2007 Gamma</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11171"/>
		<updated>2011-07-11T21:23:55Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Gamma Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Gamma Distribution===&lt;br /&gt;
'''Definition''': Gamma distribution is a distribution that arises naturally in processes for which the waiting times between events are relevant. It can be thought of as a waiting time between Poisson distributed events.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': The waiting time until the hth Poisson event with a rate of change &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(x)=\frac{\lambda(\lambda x)^{h-1}}{(h-1)!}{e^{-\lambda x}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
For &amp;lt;math&amp;gt;X\sim \operatorname{Gamma}(k,\theta)\!&amp;lt;/math&amp;gt;, where &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;k=h&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;, the gamma probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{k-1}e^{-x/\theta}}{\Gamma(k)\theta^k}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*k is the number of occurrences of an event&lt;br /&gt;
*if k is a positive integer, then &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean number of events per time unit, where &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events. For example, if the mean time between phone calls is 2 hours, then you would use a gamma distribution with &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta&amp;lt;/math&amp;gt;=1/2=0.5&amp;lt;/font&amp;gt;. If we want to find the mean number of calls in 5 hours, it would be &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;5 &amp;lt;math&amp;gt;\times&amp;lt;/math&amp;gt; 1/2=2.5&amp;lt;/font&amp;gt;.&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The gamma cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\gamma(k,x/\theta)}{\Gamma(k)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*if k is a positive integer, then &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\gamma(k,x/\theta)=\int_0^{x/\theta}t^{k-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The gamma moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\theta t)^{-k}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a gamma distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=k\theta\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=k\theta^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The gamma distribution can be used a range of disciplines including queuing models, climatology, and financial services. Examples of events that may be modeled by gamma distribution include:&lt;br /&gt;
*The amount of rainfall accumulated in a reservoir&lt;br /&gt;
*The size of loan defaults or aggregate insurance claims&lt;br /&gt;
*The flow of items through manufacturing and distribution processes&lt;br /&gt;
*The load on web servers &lt;br /&gt;
*The many and varied forms of telecom exchange&lt;br /&gt;
&lt;br /&gt;
The gamma distribution is also used to model errors in a multi-level Poisson regression model because the combination of a Poisson distribution and a gamma distribution is a negative binomial distribution.&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you are fishing and you expect to get a fish once every 1/2 hour. Compute the probability that you will have to wait between 2 to 4 hours before you catch 4 fish.&lt;br /&gt;
&lt;br /&gt;
One fish every 1/2 hour means we would expect to get &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1 / 0.5=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; fish every hour on average. Using &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;k=4&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;, we can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2\le X\le 4)=\sum_{x=2}^4\frac{x^{4-1}e^{-x/2}}{\Gamma(4)2^4}=0.12388&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Gamma_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Gamma.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11170</id>
		<title>AP Statistics Curriculum 2007 Laplace</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11170"/>
		<updated>2011-07-11T21:23:27Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Laplace Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Laplace Distribution===&lt;br /&gt;
'''Definition''': Laplace distribution is a distribution that is symmetrical and more “peaky” than a normal distribution. The dispersion of the data around the mean is higher than that of a normal distribution. Laplace distribution is also sometimes called the double exponential distribution.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim \operatorname{Laplace}(\mu,b)&amp;lt;/math&amp;gt;, the Laplace probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{1}{2b}\exp(-\frac{|x-\mu|}{b})&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The Laplace cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;&lt;br /&gt;
\left\{\begin{matrix}&lt;br /&gt;
\frac{1}{2}\exp(\frac{x-\mu}{b}) &amp;amp; \mbox{if }x &amp;lt; \mu&lt;br /&gt;
\\[8pt]&lt;br /&gt;
1-\frac{1}{2}\exp(-\frac{x-\mu}{b}) &amp;amp; \mbox{if }x \geq \mu&lt;br /&gt;
\end{matrix}\right.&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where &lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Laplace moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=\frac{\exp(\mu t)}{1-b^2 t^2} \mbox{ for }|t|&amp;lt;\frac{1}{b}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''':&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\mu\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=2b^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Related Distributions===&lt;br /&gt;
*If &amp;lt;math&amp;gt;X\sim \operatorname{Laplace}(\mu,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;kX+b\sim \operatorname{Laplace}(k\mu+b,kb)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Laplace}(0,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;|X| \sim \operatorname{Exponential}(\tfrac{1}{b})\!&amp;lt;/math&amp;gt; ([[Exponential distribution]])&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Exponential}(\tfrac{1}{\lambda})\!&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;Y \sim \operatorname{Exponential}(\tfrac{1}{\lambda})\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;X-Y \sim \operatorname{Laplace}\left(0,\lambda\right)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Laplace}(\mu,\tfrac{1}{b})\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;|X-\mu| \sim \operatorname{Exponential}(b)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
* If &amp;lt;math&amp;gt;X_i \sim \operatorname{Normal}(0,1)\!&amp;lt;/math&amp;gt;  for &amp;lt;math&amp;gt;i={1,2,3,4}\!&amp;lt;/math&amp;gt; then &amp;lt;math&amp;gt;X_1 X_2 - X_3 X_4 \sim \operatorname{Laplace}(0,1)\!&amp;lt;/math&amp;gt; ([[Normal distribution]])&lt;br /&gt;
* If &amp;lt;math&amp;gt;X_i \sim \operatorname{Normal}(0,1)\!&amp;lt;/math&amp;gt; for &amp;lt;math&amp;gt;i={1,2,3,4}\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;X_1 X_2 + X_3 X_4 \sim \operatorname{Laplace}(0,1)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
* If &amp;lt;math&amp;gt;X_i \sim \operatorname{Laplace}(\mu,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;\frac{2}{b \sum_{i=1}^n |X_i-\mu|} \sim \chi^2(2n) \! &amp;lt;/math&amp;gt; ([[Chi-square distribution]])&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Laplace}(\mu,b)&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;Y \sim \operatorname{Laplace}(\mu,b)&amp;lt;/math&amp;gt; then &amp;lt;math&amp;gt; \tfrac{|X-\mu|}{|Y-\mu|} \sim \operatorname{F}(2,2) &amp;lt;/math&amp;gt; ([[F-distribution]])&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Laplace distribution is used for modeling in signal processing, various biological processes, finance, and economics. Examples of events that may be modeled by Laplace distribution include:&lt;br /&gt;
*Credit risk and exotic options in financial engineering&lt;br /&gt;
*Insurance claims&lt;br /&gt;
*Structural changes in switching-regime model and Kalman filter&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that the return of a certain stock has a Laplace distribution with &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;\mu=5&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;b=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;.  Compute the probability that the stock will have a return between 6 and 10. &lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(6 \le X\le 10)=\sum_{x=6}^{10}\frac{1}{2\times 2}\exp(-\frac{|x-5|}{2})=0.262223&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Laplace_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Laplace.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11169</id>
		<title>AP Statistics Curriculum 2007 Laplace</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11169"/>
		<updated>2011-07-11T21:22:50Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Related Distributions */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Laplace Distribution===&lt;br /&gt;
'''Definition''': Laplace distribution is a distribution that is symmetrical and more “peaky” than a normal distribution. The dispersion of the data around the mean is higher than that of a normal distribution. Laplace distribution is also sometimes called the double exponential distribution.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For X~Laplace(&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;,b), the Laplace probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{1}{2b}\exp(-\frac{|x-\mu|}{b})&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The Laplace cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;&lt;br /&gt;
\left\{\begin{matrix}&lt;br /&gt;
\frac{1}{2}\exp(\frac{x-\mu}{b}) &amp;amp; \mbox{if }x &amp;lt; \mu&lt;br /&gt;
\\[8pt]&lt;br /&gt;
1-\frac{1}{2}\exp(-\frac{x-\mu}{b}) &amp;amp; \mbox{if }x \geq \mu&lt;br /&gt;
\end{matrix}\right.&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where &lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Laplace moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=\frac{\exp(\mu t)}{1-b^2 t^2} \mbox{ for }|t|&amp;lt;\frac{1}{b}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''':&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\mu\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=2b^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Related Distributions===&lt;br /&gt;
*If &amp;lt;math&amp;gt;X\sim \operatorname{Laplace}(\mu,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;kX+b\sim \operatorname{Laplace}(k\mu+b,kb)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Laplace}(0,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;|X| \sim \operatorname{Exponential}(\tfrac{1}{b})\!&amp;lt;/math&amp;gt; ([[Exponential distribution]])&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Exponential}(\tfrac{1}{\lambda})\!&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;Y \sim \operatorname{Exponential}(\tfrac{1}{\lambda})\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;X-Y \sim \operatorname{Laplace}\left(0,\lambda\right)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Laplace}(\mu,\tfrac{1}{b})\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;|X-\mu| \sim \operatorname{Exponential}(b)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
* If &amp;lt;math&amp;gt;X_i \sim \operatorname{Normal}(0,1)\!&amp;lt;/math&amp;gt;  for &amp;lt;math&amp;gt;i={1,2,3,4}\!&amp;lt;/math&amp;gt; then &amp;lt;math&amp;gt;X_1 X_2 - X_3 X_4 \sim \operatorname{Laplace}(0,1)\!&amp;lt;/math&amp;gt; ([[Normal distribution]])&lt;br /&gt;
* If &amp;lt;math&amp;gt;X_i \sim \operatorname{Normal}(0,1)\!&amp;lt;/math&amp;gt; for &amp;lt;math&amp;gt;i={1,2,3,4}\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;X_1 X_2 + X_3 X_4 \sim \operatorname{Laplace}(0,1)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
* If &amp;lt;math&amp;gt;X_i \sim \operatorname{Laplace}(\mu,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;\frac{2}{b \sum_{i=1}^n |X_i-\mu|} \sim \chi^2(2n) \! &amp;lt;/math&amp;gt; ([[Chi-square distribution]])&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim \operatorname{Laplace}(\mu,b)&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;Y \sim \operatorname{Laplace}(\mu,b)&amp;lt;/math&amp;gt; then &amp;lt;math&amp;gt; \tfrac{|X-\mu|}{|Y-\mu|} \sim \operatorname{F}(2,2) &amp;lt;/math&amp;gt; ([[F-distribution]])&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Laplace distribution is used for modeling in signal processing, various biological processes, finance, and economics. Examples of events that may be modeled by Laplace distribution include:&lt;br /&gt;
*Credit risk and exotic options in financial engineering&lt;br /&gt;
*Insurance claims&lt;br /&gt;
*Structural changes in switching-regime model and Kalman filter&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that the return of a certain stock has a Laplace distribution with &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;\mu=5&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;b=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;.  Compute the probability that the stock will have a return between 6 and 10. &lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(6 \le X\le 10)=\sum_{x=6}^{10}\frac{1}{2\times 2}\exp(-\frac{|x-5|}{2})=0.262223&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Laplace_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Laplace.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=File:Laplace.jpg&amp;diff=11168</id>
		<title>File:Laplace.jpg</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=File:Laplace.jpg&amp;diff=11168"/>
		<updated>2011-07-11T21:14:23Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11167</id>
		<title>AP Statistics Curriculum 2007 Laplace</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11167"/>
		<updated>2011-07-11T21:13:58Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Laplace Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Laplace Distribution===&lt;br /&gt;
'''Definition''': Laplace distribution is a distribution that is symmetrical and more “peaky” than a normal distribution. The dispersion of the data around the mean is higher than that of a normal distribution. Laplace distribution is also sometimes called the double exponential distribution.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For X~Laplace(&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;,b), the Laplace probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{1}{2b}\exp(-\frac{|x-\mu|}{b})&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The Laplace cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;&lt;br /&gt;
\left\{\begin{matrix}&lt;br /&gt;
\frac{1}{2}\exp(\frac{x-\mu}{b}) &amp;amp; \mbox{if }x &amp;lt; \mu&lt;br /&gt;
\\[8pt]&lt;br /&gt;
1-\frac{1}{2}\exp(-\frac{x-\mu}{b}) &amp;amp; \mbox{if }x \geq \mu&lt;br /&gt;
\end{matrix}\right.&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where &lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Laplace moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=\frac{\exp(\mu t)}{1-b^2 t^2} \mbox{ for }|t|&amp;lt;\frac{1}{b}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''':&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\mu\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=2b^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Related Distributions===&lt;br /&gt;
*If &amp;lt;math&amp;gt;X\sim Laplace(\mu,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;kX+b\sim Laplace(k\mu+b,kb)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim Laplace(0,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;|X| \sim Exponential(\tfrac{1}{b})\!&amp;lt;/math&amp;gt; ([[exponential distribution]])&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Laplace distribution is used for modeling in signal processing, various biological processes, finance, and economics. Examples of events that may be modeled by Laplace distribution include:&lt;br /&gt;
*Credit risk and exotic options in financial engineering&lt;br /&gt;
*Insurance claims&lt;br /&gt;
*Structural changes in switching-regime model and Kalman filter&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that the return of a certain stock has a Laplace distribution with &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;\mu=5&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;b=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;.  Compute the probability that the stock will have a return between 6 and 10. &lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(6 \le X\le 10)=\sum_{x=6}^{10}\frac{1}{2\times 2}\exp(-\frac{|x-5|}{2})=0.262223&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Laplace_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Laplace.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11166</id>
		<title>AP Statistics Curriculum 2007 Laplace</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11166"/>
		<updated>2011-07-11T21:13:38Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Applications */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Laplace Distribution===&lt;br /&gt;
'''Definition''': Laplace distribution is a distribution that is symmetrical and more “peaky” than a normal distribution. The dispersion of the data around the mean is higher than that of a normal distribution. Laplace distribution is also sometimes called the double exponential distribution.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For X~Laplace(&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;,b), the Laplace probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{1}{2b}exp(-\frac{|x-\mu|}{b})&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The Laplace cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;&lt;br /&gt;
\left\{\begin{matrix}&lt;br /&gt;
\frac{1}{2}\exp(\frac{x-\mu}{b}) &amp;amp; \mbox{if }x &amp;lt; \mu&lt;br /&gt;
\\[8pt]&lt;br /&gt;
1-\frac{1}{2}\exp(-\frac{x-\mu}{b}) &amp;amp; \mbox{if }x \geq \mu&lt;br /&gt;
\end{matrix}\right.&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where &lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Laplace moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=\frac{\exp(\mu t)}{1-b^2 t^2} \mbox{ for }|t|&amp;lt;\frac{1}{b}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''':&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\mu\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=2b^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Related Distributions===&lt;br /&gt;
*If &amp;lt;math&amp;gt;X\sim Laplace(\mu,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;kX+b\sim Laplace(k\mu+b,kb)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim Laplace(0,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;|X| \sim Exponential(\tfrac{1}{b})\!&amp;lt;/math&amp;gt; ([[exponential distribution]])&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Laplace distribution is used for modeling in signal processing, various biological processes, finance, and economics. Examples of events that may be modeled by Laplace distribution include:&lt;br /&gt;
*Credit risk and exotic options in financial engineering&lt;br /&gt;
*Insurance claims&lt;br /&gt;
*Structural changes in switching-regime model and Kalman filter&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that the return of a certain stock has a Laplace distribution with &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;\mu=5&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=3&amp;gt;&amp;lt;math&amp;gt;b=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;.  Compute the probability that the stock will have a return between 6 and 10. &lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(6 \le X\le 10)=\sum_{x=6}^{10}\frac{1}{2\times 2}\exp(-\frac{|x-5|}{2})=0.262223&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Laplace_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Laplace.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Beta&amp;diff=11165</id>
		<title>AP Statistics Curriculum 2007 Beta</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Beta&amp;diff=11165"/>
		<updated>2011-07-11T21:10:26Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Applications */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Beta Distribution===&lt;br /&gt;
'''Definition''': Beta distribution is a distribution that models events which are constrained to take place within an interval defined by a minimum and maximum value. &lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim Beta(\alpha,\beta)\!&amp;lt;/math&amp;gt;, the Beta probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{\alpha-1}(1-x)^{\beta-1}}{\Beta(\alpha,\beta)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive shape parameter&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\beta&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive shape parameter&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\int_0^1 t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt; or&lt;br /&gt;
:&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\frac{\Gamma(x)\Gamma(y)}{\Gamma(x+y)}&amp;lt;/math&amp;gt;, where &amp;lt;math&amp;gt;\Gamma(k)!=(k-1)!=1 \times 2 \times\ 3 \times\cdots \times (k-1)&amp;lt;/math&amp;gt;&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': Beta cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\Beta_x(\alpha,\beta)}{\Beta(\alpha,\beta)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta_x(\alpha,\beta)=\int_0^x t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\int_0^1 t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Beta moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=1+\sum_{k=1}^\infty (\prod_{r=0}^{k-1}\frac{\alpha+r}{\alpha+\beta+r})\frac{t^k}{k!}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a Beta distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{\alpha}{\alpha+\beta}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The Beta variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{\alpha\beta}{(\alpha+\beta)^2(\alpha+\beta+1)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Beta distribution is used in a range of disciplines including rule of succession, Bayesian statistics, and task duration modeling. Examples of events that may be modeled by Beta distribution include:&lt;br /&gt;
*The time it takes to complete a task&lt;br /&gt;
*The proportion of defective items in a shipment&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that DVDs in a certain shipment are defective with a Beta distribution with &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\beta=5&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;. Compute the probability that the shipment has 20% to 30% defective DVDs.&lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:  &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(0.2\le X\le 0.3)=\sum_{x=0.2}^{0.3}\frac{x^{2-1}(1-x)^{5-1}}{\Beta(2,5)}=0.235185&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Beta_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Beta.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Pareto&amp;diff=11164</id>
		<title>AP Statistics Curriculum 2007 Pareto</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Pareto&amp;diff=11164"/>
		<updated>2011-07-11T21:10:12Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Applications */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Pareto Distribution===&lt;br /&gt;
'''Definition''': Pareto distribution is a skewed, heavy-tailed distribution that is sometimes used to model that distribution of incomes. The basis of the distribution is that a high proportion of a population has low income while only a few people have very high incomes.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim Pareto(x_m,\alpha)\!&amp;lt;/math&amp;gt;, the Pareto probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\alpha x_m^\alpha}{x^{\alpha+1}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the minimum possible value of X&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive parameter which determines the concentration of data towards the mode&lt;br /&gt;
*x is a random variable (&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The Pareto cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;1-(\frac{x_m}{x})^\alpha&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the minimum possible value of X&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive parameter which determines the concentration of data towards the mode&lt;br /&gt;
*x is a random variable (&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Pareto moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=\alpha(-x_m t)^\alpha\Gamma(-\alpha,-x_m t)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Gamma(-\alpha,-x_m t)=\int_{-x_m t}^\infty t^{-\alpha-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of Pareto distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{\alpha x_m}{\alpha-1}\mbox{ for }\alpha&amp;gt;1\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The Pareto variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{x_m^2 \alpha}{(\alpha-1)^2(\alpha-2)}\mbox{ for }\alpha&amp;gt;2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Pareto distribution is sometimes expressed more simply as the “80-20 rule”, which describes a range of situations. In customer support, it means that 80% of problems come from 20% of customers. In economics, it means 80% of the wealth is controlled by 20% of the population. Examples of events that may be modeled by Pareto distribution include:&lt;br /&gt;
*The sizes of human settlements (few cities, many villages)&lt;br /&gt;
*The file size distribution of Internet traffic which uses the TCP protocol (few larger files, many smaller files)&lt;br /&gt;
*Hard disk drive error rates&lt;br /&gt;
*The values of oil reserves in oil fields (few large fields, many small fields)&lt;br /&gt;
*The length distribution in jobs assigned supercomputers (few large ones, many small ones)&lt;br /&gt;
*The standardized price returns on individual stocks&lt;br /&gt;
*The sizes of sand particles&lt;br /&gt;
*The sizes of meteorites&lt;br /&gt;
*The number of species per genus&lt;br /&gt;
*The areas burned in forest fires&lt;br /&gt;
*The severity of large casualty losses for certain businesses, such as general liability, commercial auto, and workers compensation&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that the income of a certain population has a Pareto distribution with &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha=3&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x_m=1000&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;. Compute the proportion of the population with incomes between 2000 and 4000.&lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2000\le X\le 4000)=\sum_{x=2000}^{4000}\frac{3\times 1000^3}{x^{3+1}}=0.109375&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Pareto_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Pareto.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11163</id>
		<title>AP Statistics Curriculum 2007 Gamma</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11163"/>
		<updated>2011-07-11T21:09:55Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Applications */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Gamma Distribution===&lt;br /&gt;
'''Definition''': Gamma distribution is a distribution that arises naturally in processes for which the waiting times between events are relevant. It can be thought of as a waiting time between Poisson distributed events.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': The waiting time until the hth Poisson event with a rate of change &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(x)=\frac{\lambda(\lambda x)^{h-1}}{(h-1)!}{e^{-\lambda x}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
For &amp;lt;math&amp;gt;X\sim Gamma(k,\theta)\!&amp;lt;/math&amp;gt;, where &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;k=h&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;, the gamma probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{k-1}e^{-x/\theta}}{\Gamma(k)\theta^k}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*k is the number of occurrences of an event&lt;br /&gt;
*if k is a positive integer, then &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean number of events per time unit, where &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events. For example, if the mean time between phone calls is 2 hours, then you would use a gamma distribution with &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta&amp;lt;/math&amp;gt;=1/2=0.5&amp;lt;/font&amp;gt;. If we want to find the mean number of calls in 5 hours, it would be &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;5 &amp;lt;math&amp;gt;\times&amp;lt;/math&amp;gt; 1/2=2.5&amp;lt;/font&amp;gt;.&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The gamma cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\gamma(k,x/\theta)}{\Gamma(k)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*if k is a positive integer, then &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\gamma(k,x/\theta)=\int_0^{x/\theta}t^{k-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The gamma moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\theta t)^{-k}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a gamma distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=k\theta\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=k\theta^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The gamma distribution can be used a range of disciplines including queuing models, climatology, and financial services. Examples of events that may be modeled by gamma distribution include:&lt;br /&gt;
*The amount of rainfall accumulated in a reservoir&lt;br /&gt;
*The size of loan defaults or aggregate insurance claims&lt;br /&gt;
*The flow of items through manufacturing and distribution processes&lt;br /&gt;
*The load on web servers &lt;br /&gt;
*The many and varied forms of telecom exchange&lt;br /&gt;
&lt;br /&gt;
The gamma distribution is also used to model errors in a multi-level Poisson regression model because the combination of a Poisson distribution and a gamma distribution is a negative binomial distribution.&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you are fishing and you expect to get a fish once every 1/2 hour. Compute the probability that you will have to wait between 2 to 4 hours before you catch 4 fish.&lt;br /&gt;
&lt;br /&gt;
One fish every 1/2 hour means we would expect to get &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1 / 0.5=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; fish every hour on average. Using &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;k=4&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;, we can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2\le X\le 4)=\sum_{x=2}^4\frac{x^{4-1}e^{-x/2}}{\Gamma(4)2^4}=0.12388&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Gamma_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Gamma.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Exponential&amp;diff=11162</id>
		<title>AP Statistics Curriculum 2007 Exponential</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Exponential&amp;diff=11162"/>
		<updated>2011-07-11T21:09:23Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Applications */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Exponential Distribution===&lt;br /&gt;
'''Definition''': Exponential distribution is a special case of the gamma distribution. Whereas the gamma distribution is the waiting time for more than one event, the exponential distribution describes the time between a single Poisson event. &lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim Exponential(\lambda)\!&amp;lt;/math&amp;gt;, the exponential probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\lambda e^{-\lambda x}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The exponential cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;1-e^{-\lambda x}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The exponential moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\frac{t}{\lambda})^{-1}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a exponential distributed random variable x is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{1}{\lambda}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The exponential variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{1}{\lambda^2}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The exponential distribution occurs naturally when describing the waiting time in a homogeneous Poisson process. It can be used in a range of disciplines including queuing theory, physics, reliability theory, and hydrology. Examples of events that may be modeled by exponential distribution include:&lt;br /&gt;
*The time until a radioactive particle decays&lt;br /&gt;
*The time between clicks of a Geiger counter&lt;br /&gt;
*The time until default on payment to company debt holders&lt;br /&gt;
*The distance between roadkills on a given road&lt;br /&gt;
*The distance between mutations on a DNA strand&lt;br /&gt;
*The time it takes for a  bank teller to serve a customer&lt;br /&gt;
*The height of various molecules in a gas at a fixed temperature and pressure in a uniform gravitational field&lt;br /&gt;
*The monthly and annual maximum values of daily rainfall and river discharge volumes&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you usually get 2 phone calls per hour. Compute the probability that a phone call will arrive within the next hour.&lt;br /&gt;
&lt;br /&gt;
2 phone calls per hour means that we would expect one phone call every 1/2 hour so &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda=0.5&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;. We can then compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(0\le X\le 1)=\sum_{x=0}^1 0.5e^{-0.5x}=0.393469&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Exponential_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Exponential.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11161</id>
		<title>AP Statistics Curriculum 2007 Laplace</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11161"/>
		<updated>2011-07-11T21:07:52Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Related Distributions */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Laplace Distribution===&lt;br /&gt;
'''Definition''': Laplace distribution is a distribution that is symmetrical and more “peaky” than a normal distribution. The dispersion of the data around the mean is higher than that of a normal distribution. Laplace distribution is also sometimes called the double exponential distribution.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For X~Laplace(&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;,b), the Laplace probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{1}{2b}exp(-\frac{|x-\mu|}{b})&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The Laplace cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;&lt;br /&gt;
\left\{\begin{matrix}&lt;br /&gt;
\frac{1}{2}\exp(\frac{x-\mu}{b}) &amp;amp; \mbox{if }x &amp;lt; \mu&lt;br /&gt;
\\[8pt]&lt;br /&gt;
1-\frac{1}{2}\exp(-\frac{x-\mu}{b}) &amp;amp; \mbox{if }x \geq \mu&lt;br /&gt;
\end{matrix}\right.&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where &lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Laplace moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=\frac{\exp(\mu t)}{1-b^2 t^2} \mbox{ for }|t|&amp;lt;\frac{1}{b}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''':&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\mu\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=2b^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Related Distributions===&lt;br /&gt;
*If &amp;lt;math&amp;gt;X\sim Laplace(\mu,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;kX+b\sim Laplace(k\mu+b,kb)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim Laplace(0,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;|X| \sim Exponential(\tfrac{1}{b})\!&amp;lt;/math&amp;gt; ([[exponential distribution]])&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Laplace distribution is used for modeling in signal processing, various biological processes, finance, and economics. Examples of events that may be modeled by Laplace distribution include:&lt;br /&gt;
*Credit risk and exotic options in financial engineering&lt;br /&gt;
*Insurance claims&lt;br /&gt;
*Structural changes in switching-regime model and Kalman filter&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11160</id>
		<title>AP Statistics Curriculum 2007 Laplace</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11160"/>
		<updated>2011-07-11T21:06:48Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Laplace Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Laplace Distribution===&lt;br /&gt;
'''Definition''': Laplace distribution is a distribution that is symmetrical and more “peaky” than a normal distribution. The dispersion of the data around the mean is higher than that of a normal distribution. Laplace distribution is also sometimes called the double exponential distribution.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For X~Laplace(&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;,b), the Laplace probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{1}{2b}exp(-\frac{|x-\mu|}{b})&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The Laplace cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;&lt;br /&gt;
\left\{\begin{matrix}&lt;br /&gt;
\frac{1}{2}\exp(\frac{x-\mu}{b}) &amp;amp; \mbox{if }x &amp;lt; \mu&lt;br /&gt;
\\[8pt]&lt;br /&gt;
1-\frac{1}{2}\exp(-\frac{x-\mu}{b}) &amp;amp; \mbox{if }x \geq \mu&lt;br /&gt;
\end{matrix}\right.&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where &lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Laplace moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=\frac{\exp(\mu t)}{1-b^2 t^2} \mbox{ for }|t|&amp;lt;\frac{1}{b}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''':&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\mu\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=2b^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Related Distributions===&lt;br /&gt;
*If &amp;lt;math&amp;gt;X\sim Laplace(\mu,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;kX+b\sim Laplace(k\mu+b,kb)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim Laplace(0,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;|X| \sim Exponential(\tfrac{1}{b})\!&amp;lt;/math&amp;gt; ([[exponential distribution]])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Laplace distribution is used for modeling in signal processing, various biological processes, finance, and economics. Examples of events that may be modeled by Laplace distribution include:&lt;br /&gt;
*Credit risk and exotic options in financial engineering&lt;br /&gt;
*Insurance claims&lt;br /&gt;
*Structural changes in switching-regime model and Kalman filter&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11159</id>
		<title>AP Statistics Curriculum 2007 Laplace</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11159"/>
		<updated>2011-07-11T21:06:22Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Laplace Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Laplace Distribution===&lt;br /&gt;
'''Definition''': Laplace distribution is a distribution that is symmetrical and more “peaky” than a normal distribution. The dispersion of the data around the mean is higher than that of a normal distribution. Laplace distribution is also sometimes called the double exponential distribution.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For X~Laplace(&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;,b), the Laplace probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{1}{2b}exp(-\frac{|x-\mu|}{b})&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The Laplace cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;&lt;br /&gt;
\left\{\begin{matrix}&lt;br /&gt;
\frac{1}{2}\exp(\frac{x-\mu}{b}) &amp;amp; \mbox{if }x &amp;lt; \mu&lt;br /&gt;
\\[8pt]&lt;br /&gt;
1-\frac{1}{2}\exp(-\frac{x-\mu}{b}) &amp;amp; \mbox{if }x \geq \mu&lt;br /&gt;
\end{matrix}\right.&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where &lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Laplace moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=\frac{\exp(\mu t)}{1-b^2 t^2} \mbox{ for }|t|&amp;lt;\frac{1}{b}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''':&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\mu\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=2b^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Related Distributions===&lt;br /&gt;
*If &amp;lt;math&amp;gt;X\sim Laplace(\mu,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;kX+b\sim Laplace(k\mu+b,kb)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim Laplace(0,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;|X| \sim Exponential(\tfrac{1}{b})\!&amp;lt;/math&amp;gt; ([[exponential distribution]])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Laplace distribution is used for modeling in signal processing, various biological processes, finance, and economics. Examples of events that may be modeled by Laplace distribution include:&lt;br /&gt;
*Credit risk and exotic options in financial engineering&lt;br /&gt;
*Insurance claims&lt;br /&gt;
*Structural changes in switching-regime model and Kalman filter&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Pareto&amp;diff=11158</id>
		<title>AP Statistics Curriculum 2007 Pareto</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Pareto&amp;diff=11158"/>
		<updated>2011-07-11T21:04:27Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Pareto Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Pareto Distribution===&lt;br /&gt;
'''Definition''': Pareto distribution is a skewed, heavy-tailed distribution that is sometimes used to model that distribution of incomes. The basis of the distribution is that a high proportion of a population has low income while only a few people have very high incomes.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim Pareto(x_m,\alpha)\!&amp;lt;/math&amp;gt;, the Pareto probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\alpha x_m^\alpha}{x^{\alpha+1}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the minimum possible value of X&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive parameter which determines the concentration of data towards the mode&lt;br /&gt;
*x is a random variable (&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The Pareto cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;1-(\frac{x_m}{x})^\alpha&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the minimum possible value of X&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive parameter which determines the concentration of data towards the mode&lt;br /&gt;
*x is a random variable (&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Pareto moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=\alpha(-x_m t)^\alpha\Gamma(-\alpha,-x_m t)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Gamma(-\alpha,-x_m t)=\int_{-x_m t}^\infty t^{-\alpha-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of Pareto distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{\alpha x_m}{\alpha-1}\mbox{ for }\alpha&amp;gt;1\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The Pareto variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{x_m^2 \alpha}{(\alpha-1)^2(\alpha-2)}\mbox{ for }\alpha&amp;gt;2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Pareto distribution is sometimes expressed more simply as the “80-20 rule”, which describes a range of situations. In customer support, it means that 80% of problems come from 20% of customers. In economics, it means 80% of the wealth is controlled by 20% of the population. Examples of events that may be modeled by Pareto distribution include:&lt;br /&gt;
*The sizes of human settlements (few cities, many villages)&lt;br /&gt;
*The file size distribution of Internet traffic which uses the TCP protocol (few larger files, many smaller files)&lt;br /&gt;
*Hard disk drive error rates&lt;br /&gt;
*The values of oil reserves in oil fields (few large fields, many small fields)&lt;br /&gt;
*The length distribution in jobs assigned supercomputers (few large ones, many small ones)&lt;br /&gt;
*The standardized price returns on individual stocks&lt;br /&gt;
*The sizes of sand particles&lt;br /&gt;
*The sizes of meteorites&lt;br /&gt;
*The number of species per genus&lt;br /&gt;
*The areas burned in forest fires&lt;br /&gt;
*The severity of large casualty losses for certain businesses, such as general liability, commercial auto, and workers compensation&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that the income of a certain population has a Pareto distribution with &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha=3&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x_m=1000&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;. Compute the proportion of the population with incomes between 2000 and 4000.&lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2000\le X\le 4000)=\sum_{x=2000}^{4000}\frac{3\times 1000^3}{x^{3+1}}=0.109375&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Pareto_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Pareto.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Beta&amp;diff=11157</id>
		<title>AP Statistics Curriculum 2007 Beta</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Beta&amp;diff=11157"/>
		<updated>2011-07-11T21:01:47Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Example */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Beta Distribution===&lt;br /&gt;
'''Definition''': Beta distribution is a distribution that models events which are constrained to take place within an interval defined by a minimum and maximum value. &lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim Beta(\alpha,\beta)\!&amp;lt;/math&amp;gt;, the Beta probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{\alpha-1}(1-x)^{\beta-1}}{\Beta(\alpha,\beta)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive shape parameter&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\beta&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive shape parameter&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\int_0^1 t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt; or&lt;br /&gt;
:&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\frac{\Gamma(x)\Gamma(y)}{\Gamma(x+y)}&amp;lt;/math&amp;gt;, where &amp;lt;math&amp;gt;\Gamma(k)!=(k-1)!=1 \times 2 \times\ 3 \times\cdots \times (k-1)&amp;lt;/math&amp;gt;&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': Beta cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\Beta_x(\alpha,\beta)}{\Beta(\alpha,\beta)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta_x(\alpha,\beta)=\int_0^x t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\int_0^1 t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Beta moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=1+\sum_{k=1}^\infty (\prod_{r=0}^{k-1}\frac{\alpha+r}{\alpha+\beta+r})\frac{t^k}{k!}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a Beta distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{\alpha}{\alpha+\beta}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The Beta variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{\alpha\beta}{(\alpha+\beta)^2(\alpha+\beta+1)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Beta distribution is used in a range of disciplines including rule of succession, Bayesian statistics, and task duration modeling. Examples of events that may be modeled by Beta distribution include:&lt;br /&gt;
*The time it takes to complete a task&lt;br /&gt;
*The proportion of defective items in a shipment&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that DVDs in a certain shipment are defective with a Beta distribution with &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\beta=5&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;. Compute the probability that the shipment has 20% to 30% defective DVDs.&lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:  &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(0.2\le X\le 0.3)=\sum_{x=0.2}^{0.3}\frac{x^{2-1}(1-x)^{5-1}}{\Beta(2,5)}=0.235185&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Beta_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Beta.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Beta&amp;diff=11156</id>
		<title>AP Statistics Curriculum 2007 Beta</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Beta&amp;diff=11156"/>
		<updated>2011-07-11T21:01:05Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Beta Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Beta Distribution===&lt;br /&gt;
'''Definition''': Beta distribution is a distribution that models events which are constrained to take place within an interval defined by a minimum and maximum value. &lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim Beta(\alpha,\beta)\!&amp;lt;/math&amp;gt;, the Beta probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{\alpha-1}(1-x)^{\beta-1}}{\Beta(\alpha,\beta)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive shape parameter&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\beta&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive shape parameter&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\int_0^1 t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt; or&lt;br /&gt;
:&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\frac{\Gamma(x)\Gamma(y)}{\Gamma(x+y)}&amp;lt;/math&amp;gt;, where &amp;lt;math&amp;gt;\Gamma(k)!=(k-1)!=1 \times 2 \times\ 3 \times\cdots \times (k-1)&amp;lt;/math&amp;gt;&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': Beta cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\Beta_x(\alpha,\beta)}{\Beta(\alpha,\beta)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta_x(\alpha,\beta)=\int_0^x t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\int_0^1 t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Beta moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=1+\sum_{k=1}^\infty (\prod_{r=0}^{k-1}\frac{\alpha+r}{\alpha+\beta+r})\frac{t^k}{k!}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a Beta distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{\alpha}{\alpha+\beta}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The Beta variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{\alpha\beta}{(\alpha+\beta)^2(\alpha+\beta+1)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Beta distribution is used in a range of disciplines including rule of succession, Bayesian statistics, and task duration modeling. Examples of events that may be modeled by Beta distribution include:&lt;br /&gt;
*The time it takes to complete a task&lt;br /&gt;
*The proportion of defective items in a shipment&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that DVDs in a certain shipment are defective with a Beta distribution with α=2 and β=5. Compute the probability that the shipment has 20% to 30% defective DVDs.&lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:  &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(0.2\le X\le 0.3)=\sum_{x=0.2}^{0.3}\frac{x^{2-1}(1-x)^{5-1}}{\Beta(2,5)}=0.235185&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Beta_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Beta.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Beta&amp;diff=11155</id>
		<title>AP Statistics Curriculum 2007 Beta</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Beta&amp;diff=11155"/>
		<updated>2011-07-11T21:00:27Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Beta Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Beta Distribution===&lt;br /&gt;
'''Definition''': Beta distribution is a distribution that models events which are constrained to take place within an interval defined by a minimum and maximum value. &lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim Beta(\alpha,\beta)\!&amp;lt;/math&amp;gt;, the Beta probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{\alpha-1}(1-x)^{\beta-1}}{\Beta(\alpha,\beta)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive shape parameter&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\beta&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive shape parameter&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\int_0^1 t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt; or&lt;br /&gt;
:&amp;lt;math&amp;gt;\textstyle\Beta(\alpha,\beta)=\frac{\Gamma(x)\Gamma(y)}{\Gamma(x+y)}&amp;lt;/math&amp;gt;, where &amp;lt;math&amp;gt;\Gamma(k)!=(k-1)!=1 \times 2 \times\ 3 \times\cdots \times (k-1)&amp;lt;/math&amp;gt;&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': Beta cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\Beta_x(\alpha,\beta)}{\Beta(\alpha,\beta)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;math&amp;gt;\Beta_x(\alpha,\beta)=\int_0^x t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
*&amp;lt;math&amp;gt;\Beta(\alpha,\beta)=\int_0^1 t^{\alpha-1}(1-t)^{\beta-1}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Beta moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=1+\sum_{k=1}^\infty (\prod_{r=0}^{k-1}\frac{\alpha+r}{\alpha+\beta+r})\frac{t^k}{k!}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a Beta distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{\alpha}{\alpha+\beta}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The Beta variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{\alpha\beta}{(\alpha+\beta)^2(\alpha+\beta+1)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Beta distribution is used in a range of disciplines including rule of succession, Bayesian statistics, and task duration modeling. Examples of events that may be modeled by Beta distribution include:&lt;br /&gt;
*The time it takes to complete a task&lt;br /&gt;
*The proportion of defective items in a shipment&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that DVDs in a certain shipment are defective with a Beta distribution with α=2 and β=5. Compute the probability that the shipment has 20% to 30% defective DVDs.&lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:  &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(0.2\le X\le 0.3)=\sum_{x=0.2}^{0.3}\frac{x^{2-1}(1-x)^{5-1}}{\Beta(2,5)}=0.235185&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Beta_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Beta.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11154</id>
		<title>AP Statistics Curriculum 2007 Gamma</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11154"/>
		<updated>2011-07-11T20:57:13Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Example */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Gamma Distribution===&lt;br /&gt;
'''Definition''': Gamma distribution is a distribution that arises naturally in processes for which the waiting times between events are relevant. It can be thought of as a waiting time between Poisson distributed events.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': The waiting time until the hth Poisson event with a rate of change &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(x)=\frac{\lambda(\lambda x)^{h-1}}{(h-1)!}{e^{-\lambda x}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
For &amp;lt;math&amp;gt;X\sim Gamma(k,\theta)\!&amp;lt;/math&amp;gt;, where &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;k=h&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;, the gamma probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{k-1}e^{-x/\theta}}{\Gamma(k)\theta^k}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*k is the number of occurrences of an event&lt;br /&gt;
*if k is a positive integer, then &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean number of events per time unit, where &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events. For example, if the mean time between phone calls is 2 hours, then you would use a gamma distribution with &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta&amp;lt;/math&amp;gt;=1/2=0.5&amp;lt;/font&amp;gt;. If we want to find the mean number of calls in 5 hours, it would be &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;5 &amp;lt;math&amp;gt;\times&amp;lt;/math&amp;gt; 1/2=2.5&amp;lt;/font&amp;gt;.&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The gamma cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\gamma(k,x/\theta)}{\Gamma(k)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*if k is a positive integer, then &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\gamma(k,x/\theta)=\int_0^{x/\theta}t^{k-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The gamma moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\theta t)^{-k}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a gamma distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=k\theta\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=k\theta^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The gamma distribution can be used a range of disciplines including queuing models, climatology, and financial services. Examples of events that may be modeled by gamma distribution include:&lt;br /&gt;
*The amount of rainfall accumulated in a reservoir&lt;br /&gt;
*The size of loan defaults or aggregate insurance claims&lt;br /&gt;
*The flow of items through manufacturing and distribution processes&lt;br /&gt;
*The load on web servers &lt;br /&gt;
*The many and varied forms of telecom exchange&lt;br /&gt;
&lt;br /&gt;
The gamma distribution is also used to model errors in a multi-level Poisson regression model because the combination of a Poisson distribution and a gamma distribution is a negative binomial distribution.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you are fishing and you expect to get a fish once every 1/2 hour. Compute the probability that you will have to wait between 2 to 4 hours before you catch 4 fish.&lt;br /&gt;
&lt;br /&gt;
One fish every 1/2 hour means we would expect to get &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1 / 0.5=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; fish every hour on average. Using &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;k=4&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;, we can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2\le X\le 4)=\sum_{x=2}^4\frac{x^{4-1}e^{-x/2}}{\Gamma(4)2^4}=0.12388&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Gamma_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Gamma.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11153</id>
		<title>AP Statistics Curriculum 2007 Gamma</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11153"/>
		<updated>2011-07-11T20:55:51Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Example */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Gamma Distribution===&lt;br /&gt;
'''Definition''': Gamma distribution is a distribution that arises naturally in processes for which the waiting times between events are relevant. It can be thought of as a waiting time between Poisson distributed events.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': The waiting time until the hth Poisson event with a rate of change &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(x)=\frac{\lambda(\lambda x)^{h-1}}{(h-1)!}{e^{-\lambda x}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
For &amp;lt;math&amp;gt;X\sim Gamma(k,\theta)\!&amp;lt;/math&amp;gt;, where &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;k=h&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;, the gamma probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{k-1}e^{-x/\theta}}{\Gamma(k)\theta^k}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*k is the number of occurrences of an event&lt;br /&gt;
*if k is a positive integer, then &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean number of events per time unit, where &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events. For example, if the mean time between phone calls is 2 hours, then you would use a gamma distribution with &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta&amp;lt;/math&amp;gt;=1/2=0.5&amp;lt;/font&amp;gt;. If we want to find the mean number of calls in 5 hours, it would be &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;5 &amp;lt;math&amp;gt;\times&amp;lt;/math&amp;gt; 1/2=2.5&amp;lt;/font&amp;gt;.&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The gamma cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\gamma(k,x/\theta)}{\Gamma(k)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*if k is a positive integer, then &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\gamma(k,x/\theta)=\int_0^{x/\theta}t^{k-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The gamma moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\theta t)^{-k}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a gamma distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=k\theta\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=k\theta^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The gamma distribution can be used a range of disciplines including queuing models, climatology, and financial services. Examples of events that may be modeled by gamma distribution include:&lt;br /&gt;
*The amount of rainfall accumulated in a reservoir&lt;br /&gt;
*The size of loan defaults or aggregate insurance claims&lt;br /&gt;
*The flow of items through manufacturing and distribution processes&lt;br /&gt;
*The load on web servers &lt;br /&gt;
*The many and varied forms of telecom exchange&lt;br /&gt;
&lt;br /&gt;
The gamma distribution is also used to model errors in a multi-level Poisson regression model because the combination of a Poisson distribution and a gamma distribution is a negative binomial distribution.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you are fishing and you expect to get a fish once every 1/2 hour. Compute the probability that you will have to wait between 2 to 4 hours before you catch 4 fish.&lt;br /&gt;
&lt;br /&gt;
One fish every 1/2 hour means we would expect to get &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/0.5=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; fish every hour on average. Using &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=2&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;k=4&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;, we can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2\le X\le 4)=\sum_{x=2}^4\frac{x^{4-1}e^{-x/2}}{\Gamma(4)2^4}=0.12388&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Gamma_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Gamma.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Exponential&amp;diff=11152</id>
		<title>AP Statistics Curriculum 2007 Exponential</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Exponential&amp;diff=11152"/>
		<updated>2011-07-11T20:55:12Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Example */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Exponential Distribution===&lt;br /&gt;
'''Definition''': Exponential distribution is a special case of the gamma distribution. Whereas the gamma distribution is the waiting time for more than one event, the exponential distribution describes the time between a single Poisson event. &lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim Exponential(\lambda)\!&amp;lt;/math&amp;gt;, the exponential probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\lambda e^{-\lambda x}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The exponential cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;1-e^{-\lambda x}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The exponential moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\frac{t}{\lambda})^{-1}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a exponential distributed random variable x is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{1}{\lambda}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The exponential variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{1}{\lambda^2}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The exponential distribution occurs naturally when describing the waiting time in a homogeneous Poisson process. It can be used in a range of disciplines including queuing theory, physics, reliability theory, and hydrology. Examples of events that may be modeled by exponential distribution include:&lt;br /&gt;
*The time until a radioactive particle decays&lt;br /&gt;
*The time between clicks of a Geiger counter&lt;br /&gt;
*The time until default on payment to company debt holders&lt;br /&gt;
*The distance between roadkills on a given road&lt;br /&gt;
*The distance between mutations on a DNA strand&lt;br /&gt;
*The time it takes for a  bank teller to serve a customer&lt;br /&gt;
*The height of various molecules in a gas at a fixed temperature and pressure in a uniform gravitational field&lt;br /&gt;
*The monthly and annual maximum values of daily rainfall and river discharge volumes&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you usually get 2 phone calls per hour. Compute the probability that a phone call will arrive within the next hour.&lt;br /&gt;
&lt;br /&gt;
2 phone calls per hour means that we would expect one phone call every 1/2 hour so &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda=0.5&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;. We can then compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(0\le X\le 1)=\sum_{x=0}^1 0.5e^{-0.5x}=0.393469&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Exponential_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Exponential.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Pareto&amp;diff=11151</id>
		<title>AP Statistics Curriculum 2007 Pareto</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Pareto&amp;diff=11151"/>
		<updated>2011-07-11T20:54:47Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Example */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Pareto Distribution===&lt;br /&gt;
'''Definition''': Pareto distribution is a skewed, heavy-tailed distribution that is sometimes used to model that distribution of incomes. The basis of the distribution is that a high proportion of a population has low income while only a few people have very high incomes.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim Pareto(x_m,\alpha)\!&amp;lt;/math&amp;gt;, the Pareto probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\alpha x_m^\alpha}{x^{\alpha+1}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the minimum possible value of X&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive parameter which determines the concentration of data towards the mode&lt;br /&gt;
*x is a random variable (&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The Pareto cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;1-(\frac{x_m}{x})^\alpha&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the minimum possible value of X&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive parameter which determines the concentration of data towards the mode&lt;br /&gt;
*x is a random variable (&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Pareto moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=\alpha(-x_m t)^\alpha\Gamma(-\alpha,-x_m t)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Gamma(-\alpha,-x_m t)=\int_{-x_m t}^\infty t^{-\alpha-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of Pareto distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{\alpha x_m}{\alpha-1}&amp;lt;/math&amp;gt; for &amp;lt;math&amp;gt;\alpha&amp;gt;1\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The Pareto variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{x_m^2 \alpha}{(\alpha-1)^2(\alpha-2)}&amp;lt;/math&amp;gt; for &amp;lt;math&amp;gt;\alpha&amp;gt;2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Pareto distribution is sometimes expressed more simply as the “80-20 rule”, which describes a range of situations. In customer support, it means that 80% of problems come from 20% of customers. In economics, it means 80% of the wealth is controlled by 20% of the population. Examples of events that may be modeled by Pareto distribution include:&lt;br /&gt;
*The sizes of human settlements (few cities, many villages)&lt;br /&gt;
*The file size distribution of Internet traffic which uses the TCP protocol (few larger files, many smaller files)&lt;br /&gt;
*Hard disk drive error rates&lt;br /&gt;
*The values of oil reserves in oil fields (few large fields, many small fields)&lt;br /&gt;
*The length distribution in jobs assigned supercomputers (few large ones, many small ones)&lt;br /&gt;
*The standardized price returns on individual stocks&lt;br /&gt;
*The sizes of sand particles&lt;br /&gt;
*The sizes of meteorites&lt;br /&gt;
*The number of species per genus&lt;br /&gt;
*The areas burned in forest fires&lt;br /&gt;
*The severity of large casualty losses for certain businesses, such as general liability, commercial auto, and workers compensation&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that the income of a certain population has a Pareto distribution with &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha=3&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x_m=1000&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;. Compute the proportion of the population with incomes between 2000 and 4000.&lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2000\le X\le 4000)=\sum_{x=2000}^{4000}\frac{3\times 1000^3}{x^{3+1}}=0.109375&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Pareto_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Pareto.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Pareto&amp;diff=11150</id>
		<title>AP Statistics Curriculum 2007 Pareto</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Pareto&amp;diff=11150"/>
		<updated>2011-07-11T20:54:17Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Pareto Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Pareto Distribution===&lt;br /&gt;
'''Definition''': Pareto distribution is a skewed, heavy-tailed distribution that is sometimes used to model that distribution of incomes. The basis of the distribution is that a high proportion of a population has low income while only a few people have very high incomes.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim Pareto(x_m,\alpha)\!&amp;lt;/math&amp;gt;, the Pareto probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\alpha x_m^\alpha}{x^{\alpha+1}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the minimum possible value of X&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive parameter which determines the concentration of data towards the mode&lt;br /&gt;
*x is a random variable (&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The Pareto cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;1-(\frac{x_m}{x})^\alpha&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the minimum possible value of X&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\alpha&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is a positive parameter which determines the concentration of data towards the mode&lt;br /&gt;
*x is a random variable (&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;x&amp;gt;x_m&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Pareto moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=\alpha(-x_m t)^\alpha\Gamma(-\alpha,-x_m t)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\Gamma(-\alpha,-x_m t)=\int_{-x_m t}^\infty t^{-\alpha-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of Pareto distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{\alpha x_m}{\alpha-1}&amp;lt;/math&amp;gt; for &amp;lt;math&amp;gt;\alpha&amp;gt;1\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The Pareto variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{x_m^2 \alpha}{(\alpha-1)^2(\alpha-2)}&amp;lt;/math&amp;gt; for &amp;lt;math&amp;gt;\alpha&amp;gt;2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Pareto distribution is sometimes expressed more simply as the “80-20 rule”, which describes a range of situations. In customer support, it means that 80% of problems come from 20% of customers. In economics, it means 80% of the wealth is controlled by 20% of the population. Examples of events that may be modeled by Pareto distribution include:&lt;br /&gt;
*The sizes of human settlements (few cities, many villages)&lt;br /&gt;
*The file size distribution of Internet traffic which uses the TCP protocol (few larger files, many smaller files)&lt;br /&gt;
*Hard disk drive error rates&lt;br /&gt;
*The values of oil reserves in oil fields (few large fields, many small fields)&lt;br /&gt;
*The length distribution in jobs assigned supercomputers (few large ones, many small ones)&lt;br /&gt;
*The standardized price returns on individual stocks&lt;br /&gt;
*The sizes of sand particles&lt;br /&gt;
*The sizes of meteorites&lt;br /&gt;
*The number of species per genus&lt;br /&gt;
*The areas burned in forest fires&lt;br /&gt;
*The severity of large casualty losses for certain businesses, such as general liability, commercial auto, and workers compensation&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose that the income of a certain population has a Pareto distribution with &amp;lt;math&amp;gt;\alpha=3&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;x_m=1000&amp;lt;/math&amp;gt;. Compute the proportion of the population with incomes between 2000 and 4000.&lt;br /&gt;
&lt;br /&gt;
We can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2000\le X\le 4000)=\sum_{x=2000}^{4000}\frac{3\times 1000^3}{x^{3+1}}=0.109375&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Pareto_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Pareto.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Exponential&amp;diff=11149</id>
		<title>AP Statistics Curriculum 2007 Exponential</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Exponential&amp;diff=11149"/>
		<updated>2011-07-11T20:51:52Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Exponential Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Exponential Distribution===&lt;br /&gt;
'''Definition''': Exponential distribution is a special case of the gamma distribution. Whereas the gamma distribution is the waiting time for more than one event, the exponential distribution describes the time between a single Poisson event. &lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X\sim Exponential(\lambda)\!&amp;lt;/math&amp;gt;, the exponential probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\lambda e^{-\lambda x}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The exponential cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;1-e^{-\lambda x}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The exponential moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\frac{t}{\lambda})^{-1}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a exponential distributed random variable x is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{1}{\lambda}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The exponential variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{1}{\lambda^2}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The exponential distribution occurs naturally when describing the waiting time in a homogeneous Poisson process. It can be used in a range of disciplines including queuing theory, physics, reliability theory, and hydrology. Examples of events that may be modeled by exponential distribution include:&lt;br /&gt;
*The time until a radioactive particle decays&lt;br /&gt;
*The time between clicks of a Geiger counter&lt;br /&gt;
*The time until default on payment to company debt holders&lt;br /&gt;
*The distance between roadkills on a given road&lt;br /&gt;
*The distance between mutations on a DNA strand&lt;br /&gt;
*The time it takes for a  bank teller to serve a customer&lt;br /&gt;
*The height of various molecules in a gas at a fixed temperature and pressure in a uniform gravitational field&lt;br /&gt;
*The monthly and annual maximum values of daily rainfall and river discharge volumes&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you usually get 2 phone calls per hour. Compute the probability that a phone call will arrive within the next hour.&lt;br /&gt;
&lt;br /&gt;
2 phone calls per hour means that we would expect one phone call every 1/2 hour so &amp;lt;math&amp;gt;\lambda=0.5&amp;lt;/math&amp;gt;. We can then compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(0\le X\le 1)=\sum_{x=0}^1 0.5e^{-0.5x}=0.393469&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Exponential_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Exponential.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Exponential&amp;diff=11148</id>
		<title>AP Statistics Curriculum 2007 Exponential</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Exponential&amp;diff=11148"/>
		<updated>2011-07-11T20:51:09Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Exponential Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Exponential Distribution===&lt;br /&gt;
'''Definition''': Exponential distribution is a special case of the gamma distribution. Whereas the gamma distribution is the waiting time for more than one event, the exponential distribution describes the time between a single Poisson event. &lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For &amp;lt;math&amp;gt;X/sim Exponential(\lambda)/!&amp;lt;/math&amp;gt;, the exponential probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\lambda e^{-\lambda x}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The exponential cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;1-e^{-\lambda x}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The exponential moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\frac{t}{\lambda})^{-1}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a exponential distributed random variable x is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{1}{\lambda}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The exponential variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{1}{\lambda^2}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The exponential distribution occurs naturally when describing the waiting time in a homogeneous Poisson process. It can be used in a range of disciplines including queuing theory, physics, reliability theory, and hydrology. Examples of events that may be modeled by exponential distribution include:&lt;br /&gt;
*The time until a radioactive particle decays&lt;br /&gt;
*The time between clicks of a Geiger counter&lt;br /&gt;
*The time until default on payment to company debt holders&lt;br /&gt;
*The distance between roadkills on a given road&lt;br /&gt;
*The distance between mutations on a DNA strand&lt;br /&gt;
*The time it takes for a  bank teller to serve a customer&lt;br /&gt;
*The height of various molecules in a gas at a fixed temperature and pressure in a uniform gravitational field&lt;br /&gt;
*The monthly and annual maximum values of daily rainfall and river discharge volumes&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you usually get 2 phone calls per hour. Compute the probability that a phone call will arrive within the next hour.&lt;br /&gt;
&lt;br /&gt;
2 phone calls per hour means that we would expect one phone call every 1/2 hour so &amp;lt;math&amp;gt;\lambda=0.5&amp;lt;/math&amp;gt;. We can then compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(0\le X\le 1)=\sum_{x=0}^1 0.5e^{-0.5x}=0.393469&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Exponential_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Exponential.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Exponential&amp;diff=11147</id>
		<title>AP Statistics Curriculum 2007 Exponential</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Exponential&amp;diff=11147"/>
		<updated>2011-07-11T20:50:24Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Exponential Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Exponential Distribution===&lt;br /&gt;
'''Definition''': Exponential distribution is a special case of the gamma distribution. Whereas the gamma distribution is the waiting time for more than one event, the exponential distribution describes the time between a single Poisson event. &lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For X~Exponential(&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;), the exponential probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\lambda e^{-\lambda x}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The exponential cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;1-e^{-\lambda x}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The exponential moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\frac{t}{\lambda})^{-1}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a exponential distributed random variable x is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\frac{1}{\lambda}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The exponential variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=\frac{1}{\lambda^2}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The exponential distribution occurs naturally when describing the waiting time in a homogeneous Poisson process. It can be used in a range of disciplines including queuing theory, physics, reliability theory, and hydrology. Examples of events that may be modeled by exponential distribution include:&lt;br /&gt;
*The time until a radioactive particle decays&lt;br /&gt;
*The time between clicks of a Geiger counter&lt;br /&gt;
*The time until default on payment to company debt holders&lt;br /&gt;
*The distance between roadkills on a given road&lt;br /&gt;
*The distance between mutations on a DNA strand&lt;br /&gt;
*The time it takes for a  bank teller to serve a customer&lt;br /&gt;
*The height of various molecules in a gas at a fixed temperature and pressure in a uniform gravitational field&lt;br /&gt;
*The monthly and annual maximum values of daily rainfall and river discharge volumes&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you usually get 2 phone calls per hour. Compute the probability that a phone call will arrive within the next hour.&lt;br /&gt;
&lt;br /&gt;
2 phone calls per hour means that we would expect one phone call every 1/2 hour so &amp;lt;math&amp;gt;\lambda=0.5&amp;lt;/math&amp;gt;. We can then compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(0\le X\le 1)=\sum_{x=0}^1 0.5e^{-0.5x}=0.393469&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Exponential_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Exponential.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11146</id>
		<title>AP Statistics Curriculum 2007 Gamma</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11146"/>
		<updated>2011-07-11T20:49:20Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Gamma Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Gamma Distribution===&lt;br /&gt;
'''Definition''': Gamma distribution is a distribution that arises naturally in processes for which the waiting times between events are relevant. It can be thought of as a waiting time between Poisson distributed events.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': The waiting time until the hth Poisson event with a rate of change &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(x)=\frac{\lambda(\lambda x)^{h-1}}{(h-1)!}{e^{-\lambda x}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
For &amp;lt;math&amp;gt;X\sim Gamma(k,\theta)\!&amp;lt;/math&amp;gt;, where &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;k=h&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;, the gamma probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{k-1}e^{-x/\theta}}{\Gamma(k)\theta^k}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*k is the number of occurrences of an event&lt;br /&gt;
*if k is a positive integer, then &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean number of events per time unit, where &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events. For example, if the mean time between phone calls is 2 hours, then you would use a gamma distribution with &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta&amp;lt;/math&amp;gt;=1/2=0.5&amp;lt;/font&amp;gt;. If we want to find the mean number of calls in 5 hours, it would be &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;5 &amp;lt;math&amp;gt;\times&amp;lt;/math&amp;gt; 1/2=2.5&amp;lt;/font&amp;gt;.&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The gamma cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\gamma(k,x/\theta)}{\Gamma(k)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*if k is a positive integer, then &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;math&amp;gt;\textstyle\gamma(k,x/\theta)=\int_0^{x/\theta}t^{k-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The gamma moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\theta t)^{-k}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a gamma distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=k\theta\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=k\theta^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The gamma distribution can be used a range of disciplines including queuing models, climatology, and financial services. Examples of events that may be modeled by gamma distribution include:&lt;br /&gt;
*The amount of rainfall accumulated in a reservoir&lt;br /&gt;
*The size of loan defaults or aggregate insurance claims&lt;br /&gt;
*The flow of items through manufacturing and distribution processes&lt;br /&gt;
*The load on web servers &lt;br /&gt;
*The many and varied forms of telecom exchange&lt;br /&gt;
&lt;br /&gt;
The gamma distribution is also used to model errors in a multi-level Poisson regression model because the combination of a Poisson distribution and a gamma distribution is a negative binomial distribution.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you are fishing and you expect to get a fish once every 1/2 hour. Compute the probability that you will have to wait between 2 to 4 hours before you catch 4 fish.&lt;br /&gt;
&lt;br /&gt;
One fish every 1/2 hour means we would expect to get &amp;lt;math&amp;gt;\theta=1/0.5=2&amp;lt;/math&amp;gt; fish every hour on average. Using &amp;lt;math&amp;gt;\theta=2&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;k=4&amp;lt;/math&amp;gt;, we can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2\le X\le 4)=\sum_{x=2}^4\frac{x^{4-1}e^{-x/2}}{\Gamma(4)2^4}=0.12388&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Gamma_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Gamma.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11145</id>
		<title>AP Statistics Curriculum 2007 Gamma</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11145"/>
		<updated>2011-07-11T20:46:59Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Gamma Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Gamma Distribution===&lt;br /&gt;
'''Definition''': Gamma distribution is a distribution that arises naturally in processes for which the waiting times between events are relevant. It can be thought of as a waiting time between Poisson distributed events.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': The waiting time until the hth Poisson event with a rate of change &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(x)=\frac{\lambda(\lambda x)^{h-1}}{(h-1)!}{e^{-\lambda x}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
For &amp;lt;math&amp;gt;X\sim Gamma(k,\theta)\!&amp;lt;/math&amp;gt;, where &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;k=h&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;, the gamma probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{k-1}e^{-x/\theta}}{\Gamma(k)\theta^k}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*k is the number of occurrences of an event&lt;br /&gt;
*if k is a positive integer, then &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean number of events per time unit, where &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events. For example, if the mean time between phone calls is 2 hours, then you would use a gamma distribution with &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta&amp;lt;/math&amp;gt;=1/2=0.5&amp;lt;/font&amp;gt;. If we want to find the mean number of calls in 5 hours, it would be &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;5 &amp;lt;math&amp;gt;\times&amp;lt;/math&amp;gt; 1/2=2.5&amp;lt;/font&amp;gt;.&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The gamma cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\gamma(k,x/\theta)}{\Gamma(k)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*if k is a positive integer, then &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;math&amp;gt;\gamma(k,x/\theta)=\int_0^{x/\theta}t^{k-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The gamma moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\theta t)^{-k}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a gamma distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=k\theta\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=k\theta^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The gamma distribution can be used a range of disciplines including queuing models, climatology, and financial services. Examples of events that may be modeled by gamma distribution include:&lt;br /&gt;
*The amount of rainfall accumulated in a reservoir&lt;br /&gt;
*The size of loan defaults or aggregate insurance claims&lt;br /&gt;
*The flow of items through manufacturing and distribution processes&lt;br /&gt;
*The load on web servers &lt;br /&gt;
*The many and varied forms of telecom exchange&lt;br /&gt;
&lt;br /&gt;
The gamma distribution is also used to model errors in a multi-level Poisson regression model because the combination of a Poisson distribution and a gamma distribution is a negative binomial distribution.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you are fishing and you expect to get a fish once every 1/2 hour. Compute the probability that you will have to wait between 2 to 4 hours before you catch 4 fish.&lt;br /&gt;
&lt;br /&gt;
One fish every 1/2 hour means we would expect to get &amp;lt;math&amp;gt;\theta=1/0.5=2&amp;lt;/math&amp;gt; fish every hour on average. Using &amp;lt;math&amp;gt;\theta=2&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;k=4&amp;lt;/math&amp;gt;, we can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2\le X\le 4)=\sum_{x=2}^4\frac{x^{4-1}e^{-x/2}}{\Gamma(4)2^4}=0.12388&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Gamma_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Gamma.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11144</id>
		<title>AP Statistics Curriculum 2007 Gamma</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11144"/>
		<updated>2011-07-11T20:46:32Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Gamma Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Gamma Distribution===&lt;br /&gt;
'''Definition''': Gamma distribution is a distribution that arises naturally in processes for which the waiting times between events are relevant. It can be thought of as a waiting time between Poisson distributed events.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': The waiting time until the hth Poisson event with a rate of change &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(x)=\frac{\lambda(\lambda x)^{h-1}}{(h-1)!}{e^{-\lambda x}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
For &amp;lt;math&amp;gt;X\sim Gamma(k,\theta)&amp;lt;/math&amp;gt;, where &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;k=h&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;, the gamma probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{k-1}e^{-x/\theta}}{\Gamma(k)\theta^k}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*k is the number of occurrences of an event&lt;br /&gt;
*if k is a positive integer, then &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean number of events per time unit, where &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the mean time between events. For example, if the mean time between phone calls is 2 hours, then you would use a gamma distribution with &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta&amp;lt;/math&amp;gt;=1/2=0.5&amp;lt;/font&amp;gt;. If we want to find the mean number of calls in 5 hours, it would be &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;5 &amp;lt;math&amp;gt;\times&amp;lt;/math&amp;gt; 1/2=2.5&amp;lt;/font&amp;gt;.&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The gamma cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\gamma(k,x/\theta)}{\Gamma(k)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*if k is a positive integer, then &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;math&amp;gt;\gamma(k,x/\theta)=\int_0^{x/\theta}t^{k-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The gamma moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\theta t)^{-k}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a gamma distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=k\theta\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=k\theta^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The gamma distribution can be used a range of disciplines including queuing models, climatology, and financial services. Examples of events that may be modeled by gamma distribution include:&lt;br /&gt;
*The amount of rainfall accumulated in a reservoir&lt;br /&gt;
*The size of loan defaults or aggregate insurance claims&lt;br /&gt;
*The flow of items through manufacturing and distribution processes&lt;br /&gt;
*The load on web servers &lt;br /&gt;
*The many and varied forms of telecom exchange&lt;br /&gt;
&lt;br /&gt;
The gamma distribution is also used to model errors in a multi-level Poisson regression model because the combination of a Poisson distribution and a gamma distribution is a negative binomial distribution.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you are fishing and you expect to get a fish once every 1/2 hour. Compute the probability that you will have to wait between 2 to 4 hours before you catch 4 fish.&lt;br /&gt;
&lt;br /&gt;
One fish every 1/2 hour means we would expect to get &amp;lt;math&amp;gt;\theta=1/0.5=2&amp;lt;/math&amp;gt; fish every hour on average. Using &amp;lt;math&amp;gt;\theta=2&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;k=4&amp;lt;/math&amp;gt;, we can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2\le X\le 4)=\sum_{x=2}^4\frac{x^{4-1}e^{-x/2}}{\Gamma(4)2^4}=0.12388&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Gamma_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Gamma.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11143</id>
		<title>AP Statistics Curriculum 2007 Gamma</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11143"/>
		<updated>2011-07-11T20:39:02Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Gamma Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Gamma Distribution===&lt;br /&gt;
'''Definition''': Gamma distribution is a distribution that arises naturally in processes for which the waiting times between events are relevant. It can be thought of as a waiting time between Poisson distributed events.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': The waiting time until the hth Poisson event with a rate of change &amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt; is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(x)=\frac{\lambda(\lambda x)^{h-1}}{(h-1)!}{e^{-\lambda x}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
For X~Gamma(k,&amp;lt;math&amp;gt;\theta&amp;lt;/math&amp;gt;), where &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;k=h&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; and &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt;, the gamma probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{k-1}e^{-x/\theta}}{\Gamma(k)\theta^k}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*k is the number of occurrences of an event&lt;br /&gt;
*if k is a positive integer, then &amp;lt;font size=&amp;quot;3&amp;quot;&amp;gt;&amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt;&amp;lt;/font&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt; is the mean number of events per time unit, where &amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt; is the mean time between events. For example, if the mean time between phone calls is 2 hours, then you would use a gamma distribution with &amp;lt;math&amp;gt;\theta&amp;lt;/math&amp;gt;=1/2=0.5. If we want to find the mean number of calls in 5 hours, it would be 5 &amp;lt;math&amp;gt;\times&amp;lt;/math&amp;gt; 1/2=2.5.&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The gamma cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\gamma(k,x/\theta)}{\Gamma(k)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*if k is a positive integer, then &amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;math&amp;gt;\gamma(k,x/\theta)=\int_0^{x/\theta}t^{k-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The gamma moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\theta t)^{-k}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a gamma distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=k\theta\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=k\theta^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The gamma distribution can be used a range of disciplines including queuing models, climatology, and financial services. Examples of events that may be modeled by gamma distribution include:&lt;br /&gt;
*The amount of rainfall accumulated in a reservoir&lt;br /&gt;
*The size of loan defaults or aggregate insurance claims&lt;br /&gt;
*The flow of items through manufacturing and distribution processes&lt;br /&gt;
*The load on web servers &lt;br /&gt;
*The many and varied forms of telecom exchange&lt;br /&gt;
&lt;br /&gt;
The gamma distribution is also used to model errors in a multi-level Poisson regression model because the combination of a Poisson distribution and a gamma distribution is a negative binomial distribution.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you are fishing and you expect to get a fish once every 1/2 hour. Compute the probability that you will have to wait between 2 to 4 hours before you catch 4 fish.&lt;br /&gt;
&lt;br /&gt;
One fish every 1/2 hour means we would expect to get &amp;lt;math&amp;gt;\theta=1/0.5=2&amp;lt;/math&amp;gt; fish every hour on average. Using &amp;lt;math&amp;gt;\theta=2&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;k=4&amp;lt;/math&amp;gt;, we can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2\le X\le 4)=\sum_{x=2}^4\frac{x^{4-1}e^{-x/2}}{\Gamma(4)2^4}=0.12388&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Gamma_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Gamma.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11142</id>
		<title>AP Statistics Curriculum 2007 Gamma</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11142"/>
		<updated>2011-07-11T20:35:39Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Gamma Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Gamma Distribution===&lt;br /&gt;
'''Definition''': Gamma distribution is a distribution that arises naturally in processes for which the waiting times between events are relevant. It can be thought of as a waiting time between Poisson distributed events.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': The waiting time until the hth Poisson event with a rate of change &amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt; is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(x)=\frac{\lambda(\lambda x)^{h-1}}{(h-1)!}{e^{-\lambda x}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
For X~Gamma(k,&amp;lt;math&amp;gt;\theta&amp;lt;/math&amp;gt;), where &amp;lt;math&amp;gt;k=h&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;, the gamma probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{k-1}e^{-x/\theta}}{\Gamma(k)\theta^k}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*k is the number of occurrences of an event&lt;br /&gt;
*if k is a positive integer, then &amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt; is the mean number of events per time unit, where &amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt; is the mean time between events. For example, if the mean time between phone calls is 2 hours, then you would use a gamma distribution with &amp;lt;math&amp;gt;\theta&amp;lt;/math&amp;gt;=1/2=0.5. If we want to find the mean number of calls in 5 hours, it would be 5 &amp;lt;math&amp;gt;\times&amp;lt;/math&amp;gt; 1/2=2.5.&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The gamma cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\gamma(k,x/\theta)}{\Gamma(k)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*if k is a positive integer, then &amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;math&amp;gt;\gamma(k,x/\theta)=\int_0^{x/\theta}t^{k-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The gamma moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\theta t)^{-k}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a gamma distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=k\theta\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=k\theta^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The gamma distribution can be used a range of disciplines including queuing models, climatology, and financial services. Examples of events that may be modeled by gamma distribution include:&lt;br /&gt;
*The amount of rainfall accumulated in a reservoir&lt;br /&gt;
*The size of loan defaults or aggregate insurance claims&lt;br /&gt;
*The flow of items through manufacturing and distribution processes&lt;br /&gt;
*The load on web servers &lt;br /&gt;
*The many and varied forms of telecom exchange&lt;br /&gt;
&lt;br /&gt;
The gamma distribution is also used to model errors in a multi-level Poisson regression model because the combination of a Poisson distribution and a gamma distribution is a negative binomial distribution.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you are fishing and you expect to get a fish once every 1/2 hour. Compute the probability that you will have to wait between 2 to 4 hours before you catch 4 fish.&lt;br /&gt;
&lt;br /&gt;
One fish every 1/2 hour means we would expect to get &amp;lt;math&amp;gt;\theta=1/0.5=2&amp;lt;/math&amp;gt; fish every hour on average. Using &amp;lt;math&amp;gt;\theta=2&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;k=4&amp;lt;/math&amp;gt;, we can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2\le X\le 4)=\sum_{x=2}^4\frac{x^{4-1}e^{-x/2}}{\Gamma(4)2^4}=0.12388&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Gamma_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Gamma.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11141</id>
		<title>AP Statistics Curriculum 2007 Gamma</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11141"/>
		<updated>2011-07-11T20:35:09Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Gamma Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Gamma Distribution===&lt;br /&gt;
'''Definition''': Gamma distribution is a distribution that arises naturally in processes for which the waiting times between events are relevant. It can be thought of as a waiting time between Poisson distributed events.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': The waiting time until the hth Poisson event with a rate of change &amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt; is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(x)=\frac{\lambda(\lambda x)^{h-1}}{(h-1)!}{e^{-\lambda x}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
For X~Gamma(k,&amp;lt;math&amp;gt;\theta&amp;lt;/math&amp;gt;), where &amp;lt;math&amp;gt;k=h&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;, the gamma probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{k-1}e^{-x/\theta}}{\Gamma(k)\theta^k}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*k is the number of occurrences of an event&lt;br /&gt;
*if k is a positive integer, then &amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt; is the mean number of events per time unit, where &amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt; is the mean time between events. For example, if the mean time between phone calls is 2 hours, then you would use a gamma distribution with &amp;lt;math&amp;gt;\theta&amp;lt;/math&amp;gt;=1/2=0.5. If we want to find the mean number of calls in 5 hours, it would be 5&amp;lt;math&amp;gt;\times&amp;lt;/math&amp;gt;1/2=2.5.&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The gamma cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\gamma(k,x/\theta)}{\Gamma(k)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*if k is a positive integer, then &amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;math&amp;gt;\gamma(k,x/\theta)=\int_0^{x/\theta}t^{k-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The gamma moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\theta t)^{-k}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a gamma distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=k\theta\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=k\theta^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The gamma distribution can be used a range of disciplines including queuing models, climatology, and financial services. Examples of events that may be modeled by gamma distribution include:&lt;br /&gt;
*The amount of rainfall accumulated in a reservoir&lt;br /&gt;
*The size of loan defaults or aggregate insurance claims&lt;br /&gt;
*The flow of items through manufacturing and distribution processes&lt;br /&gt;
*The load on web servers &lt;br /&gt;
*The many and varied forms of telecom exchange&lt;br /&gt;
&lt;br /&gt;
The gamma distribution is also used to model errors in a multi-level Poisson regression model because the combination of a Poisson distribution and a gamma distribution is a negative binomial distribution.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you are fishing and you expect to get a fish once every 1/2 hour. Compute the probability that you will have to wait between 2 to 4 hours before you catch 4 fish.&lt;br /&gt;
&lt;br /&gt;
One fish every 1/2 hour means we would expect to get &amp;lt;math&amp;gt;\theta=1/0.5=2&amp;lt;/math&amp;gt; fish every hour on average. Using &amp;lt;math&amp;gt;\theta=2&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;k=4&amp;lt;/math&amp;gt;, we can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2\le X\le 4)=\sum_{x=2}^4\frac{x^{4-1}e^{-x/2}}{\Gamma(4)2^4}=0.12388&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Gamma_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Gamma.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11140</id>
		<title>AP Statistics Curriculum 2007 Gamma</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Gamma&amp;diff=11140"/>
		<updated>2011-07-11T20:33:52Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: /* Gamma Distribution */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Gamma Distribution===&lt;br /&gt;
'''Definition''': Gamma distribution is a distribution that arises naturally in processes for which the waiting times between events are relevant. It can be thought of as a waiting time between Poisson distributed events.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': The waiting time until the hth Poisson event with a rate of change &amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt; is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(x)=\frac{\lambda(\lambda x)^{h-1}}{(h-1)!}{e^{-\lambda x}}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
For X~Gamma(k,&amp;lt;math&amp;gt;\theta&amp;lt;/math&amp;gt;), where &amp;lt;math&amp;gt;k=h&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt;, the gamma probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{x^{k-1}e^{-x/\theta}}{\Gamma(k)\theta^k}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*k is the number of occurrences of an event&lt;br /&gt;
*if k is a positive integer, then &amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;math&amp;gt;\theta=1/\lambda&amp;lt;/math&amp;gt; is the mean number of events per time unit, where &amp;lt;math&amp;gt;\lambda&amp;lt;/math&amp;gt; is the mean time between events. For example, if the mean time between phone calls is 2 hours, then you would use a gamma distribution with &amp;lt;math&amp;gt;\theta&amp;lt;/math&amp;gt;=1/2=0.5. If we want to find the mean number of calls in 5 hours, it would be &amp;lt;math&amp;gt;5\times 1/2=2.5&amp;lt;/math&amp;gt;.&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The gamma cumulative distribution function is given by &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{\gamma(k,x/\theta)}{\Gamma(k)}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*if k is a positive integer, then &amp;lt;math&amp;gt;\Gamma(k)=(k-1)!&amp;lt;/math&amp;gt; is the gamma function &lt;br /&gt;
*&amp;lt;math&amp;gt;\gamma(k,x/\theta)=\int_0^{x/\theta}t^{k-1}e^{-t}dt&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The gamma moment-generating function is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=(1-\theta t)^{-k}\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''': The expected value of a gamma distributed random variable x is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=k\theta\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is &lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=k\theta^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The gamma distribution can be used a range of disciplines including queuing models, climatology, and financial services. Examples of events that may be modeled by gamma distribution include:&lt;br /&gt;
*The amount of rainfall accumulated in a reservoir&lt;br /&gt;
*The size of loan defaults or aggregate insurance claims&lt;br /&gt;
*The flow of items through manufacturing and distribution processes&lt;br /&gt;
*The load on web servers &lt;br /&gt;
*The many and varied forms of telecom exchange&lt;br /&gt;
&lt;br /&gt;
The gamma distribution is also used to model errors in a multi-level Poisson regression model because the combination of a Poisson distribution and a gamma distribution is a negative binomial distribution.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Example===&lt;br /&gt;
Suppose you are fishing and you expect to get a fish once every 1/2 hour. Compute the probability that you will have to wait between 2 to 4 hours before you catch 4 fish.&lt;br /&gt;
&lt;br /&gt;
One fish every 1/2 hour means we would expect to get &amp;lt;math&amp;gt;\theta=1/0.5=2&amp;lt;/math&amp;gt; fish every hour on average. Using &amp;lt;math&amp;gt;\theta=2&amp;lt;/math&amp;gt; and &amp;lt;math&amp;gt;k=4&amp;lt;/math&amp;gt;, we can compute this as follows:&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;P(2\le X\le 4)=\sum_{x=2}^4\frac{x^{4-1}e^{-x/2}}{\Gamma(4)2^4}=0.12388&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The figure below shows this result using [http://socr.ucla.edu/htmls/dist/Gamma_Distribution.html SOCR distributions]&lt;br /&gt;
&amp;lt;center&amp;gt;[[Image:Gamma.jpg|600px]]&amp;lt;/center&amp;gt;&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11139</id>
		<title>AP Statistics Curriculum 2007 Laplace</title>
		<link rel="alternate" type="text/html" href="https://wiki.socr.umich.edu/index.php?title=AP_Statistics_Curriculum_2007_Laplace&amp;diff=11139"/>
		<updated>2011-07-11T20:32:21Z</updated>

		<summary type="html">&lt;p&gt;TracyTam: Created page with '===Laplace Distribution=== '''Definition''': Laplace distribution is a distribution that is symmetrical and more “peaky” than a normal distribution. The dispersion of the dat…'&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===Laplace Distribution===&lt;br /&gt;
'''Definition''': Laplace distribution is a distribution that is symmetrical and more “peaky” than a normal distribution. The dispersion of the data around the mean is higher than that of a normal distribution. Laplace distribution is also sometimes called the double exponential distribution.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Probability density function''': For X~Laplace(&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt;,b), the Laplace probability density function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;\frac{1}{2b}exp(-\frac{|x-\mu|}{b})&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where&lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Cumulative density function''': The Laplace cumulative distribution function is given by&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;&lt;br /&gt;
\left\{\begin{matrix}&lt;br /&gt;
\frac{1}{2}\exp(\frac{x-\mu}{b}) &amp;amp; \mbox{if }x &amp;lt; \mu&lt;br /&gt;
\\[8pt]&lt;br /&gt;
1-\frac{1}{2}\exp(-\frac{x-\mu}{b}) &amp;amp; \mbox{if }x \geq \mu&lt;br /&gt;
\end{matrix}\right.&lt;br /&gt;
&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
where &lt;br /&gt;
*e is the natural number (e = 2.71828…)&lt;br /&gt;
*b is a scale parameter (determines the profile of the distribution)&lt;br /&gt;
*&amp;lt;math&amp;gt;\mu&amp;lt;/math&amp;gt; is the mean&lt;br /&gt;
*x is a random variable&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Moment generating function''': The Laplace moment-generating function is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;M(t)=\frac{\exp(\mu t)}{1-b^2 t^2} \mbox{ for }|t|&amp;lt;\frac{1}{b}&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Expectation''':&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;E(X)=\mu\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br /&amp;gt;'''Variance''': The gamma variance is&lt;br /&gt;
&lt;br /&gt;
:&amp;lt;math&amp;gt;Var(X)=2b^2\!&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Related Distributions===&lt;br /&gt;
*If &amp;lt;math&amp;gt;X\sim Laplace(\mu,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;kX+b\sim Laplace(k\mu+b,kb)\!&amp;lt;/math&amp;gt;&lt;br /&gt;
*If &amp;lt;math&amp;gt;X \sim Laplace(0,b)\!&amp;lt;/math&amp;gt;, then &amp;lt;math&amp;gt;|X| \sim Exponential(\tfrac{1}{b})\!&amp;lt;/math&amp;gt; ([[exponential distribution]])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Applications===&lt;br /&gt;
The Laplace distribution is used for modeling in signal processing, various biological processes, finance, and economics. Examples of events that may be modeled by Laplace distribution include:&lt;br /&gt;
*Credit risk and exotic options in financial engineering&lt;br /&gt;
*Insurance claims&lt;br /&gt;
*Structural changes in switching-regime model and Kalman filter&lt;/div&gt;</summary>
		<author><name>TracyTam</name></author>
		
	</entry>
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