SOCR Data Dinov 030708 APExamScores

SOCR Data - 2007 Advanced Placement (AP) Exam Scores by Discipline

Data Description

• Source: The College Board AP Results for 2007.

• Summary:

AP Exams

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.

This table reflects 2,533,431 AP Examinations taken by 1,464,254 students from 16,464 secondary schools.

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.

2007 AP Exam Scores (Genders and Grace Levels)

The table below contains the raw numbers of students taking different AP exams, their scores and grade levels and genders.

Disciplines	Examination Grade					Summary Statistics				Grade Level							Gender
	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	<9th Grade	Other	Male	Female
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
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
Calculus AB Subscores	32268.00	14168.00	8915.00	4222.00	4738.00	64311.00	55351.00	4.01	1.25	.	.	.	.	.	.	.	.	.
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
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
Chinese Language (Standard Group)**	177.00	71.00	60.00	24.00	31.00	363.00	308.00	3.93	1.30	.	.	.	.	.	.	.	.	.
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
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
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
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
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
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
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
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
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
French Language (Standard Group)**	1244.00	2510.00	5331.00	3816.00	3928.00	16829.00	9085.00	2.60	1.20	.	.	.	.	.	.	.	.	.
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
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
German Language (Standard Group)**	342.00	760.00	938.00	885.00	635.00	3560.00	2040.00	2.80	1.23	.	.	.	.	.	.	.	.
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
Government & 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
Government & 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
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
Italian Language (Standard Group)**	85.00	138.00	311.00	292.00	433.00	1259.00	534.00	2.32	1.24	.	.	.	.	.	.	.	.	.
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
Japanese Language (Standard Group)**	102.00	66.00	182.00	99.00	218.00	667.00	350.00	2.60	1.42	.	.	.	.	.	.	.	.	.
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
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
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
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
Music Theory Aural Subscore	2184.00	2296.00	3219.00	3767.00	1728.00	13194.00	7699.00	2.96	1.28	.	.	.	.	.	.	.	.	.
Music Theory Nonaural Subscore	2240.00	2305.00	3398.00	3461.00	1790.00	13194.00	7943.00	2.98	1.29	.	.	.	.	.	.	.	.	.
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
Physics C E&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
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
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
Spanish Language (Standard Group)**	4299.00	8269.00	8085.00	9230.00	11290.00	41173.00	20653.00	2.64	1.34	.	.	.	.	.	.	.	.	.
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
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
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
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
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
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
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
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

2007 USA AP Exam Score Distribution

The table below contains the numbers and scores of US students taking different AP exams.

Disciplines	Examination Grade	Gender		Ethnic Group									Total
		Male	Female	Not Stated	American Indian	Asian	Black	Mexican American	Other	Other Hispanic	Puerto Rican	White
Art History	5	730	1469	86	8	352	28	45	122	64	8	1486	2199
	4	1377	2763	160	14	670	74	138	223	213	18	2630	4140
	3	1614	3288	190	25	711	141	211	242	348	37	2997	4902
	2	1141	2332	124	16	511	145	223	163	291	35	1965	3473
	1	1296	2403	162	22	499	279	347	152	461	41	1736	3699
	Total	6158	12255	722	85	2743	667	964	902	1377	139	10814	18413
	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
Biology	5	13617	13318	731	51	7032	398	317	1150	560	96	16600	26935
	4	13026	15463	771	100	5569	808	526	1223	726	132	18634	28489
	3	12717	17312	833	140	4954	1143	824	1177	988	182	19788	30029
	2	12309	20768	997	193	4740	2089	1555	1303	1481	272	20447	33077
	1	7354	15437	737	152	2920	3585	2174	893	1965	283	10082	22791
	Total	59023	82298	4069	636	25215	8023	5396	5746	5720	965	85551	141321
	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
Calculus AB	5	25366	16543	962	84	8008	512	617	1202	901	115	29508	41909
	4	20395	17916	897	110	6279	853	798	1178	947	135	27114	38311
	3	19533	19635	983	154	6015	1213	1298	1191	1216	180	26918	39168
	2	15484	16379	749	143	4744	1417	1445	1007	1231	172	20955	31863
	1	24230	29065	1438	332	6876	5334	4557	1563	3312	405	29478	53295
	Total	105008	99538	5029	823	31922	9329	8715	6141	7607	1007	133973	204546
	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
Calculus BC	5	17507	9396	654	53	8045	247	296	918	462	80	16148	26903
	4	6460	4771	268	25	2876	219	180	415	272	38	6938	11231
	3	6450	5410	276	25	2939	306	333	384	337	42	7218	11860
	2	2091	1944	104	18	965	138	146	138	128	17	2381	4035
	1	4382	4203	223	33	1969	494	442	323	393	30	4678	8585
	Total	36890	25724	1525	154	16794	1404	1397	2178	1592	207	37363	62614
	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
Chemistry	5	9090	4631	348	25	4372	153	104	486	204	35	7994	13721
	4	9620	6935	446	38	4151	316	207	572	322	53	10450	16555
	3	11583	9871	542	85	4371	569	432	823	552	97	13983	21454
	2	8607	8788	424	76	3034	689	499	599	559	99	11416	17395
	1	10549	13633	653	144	3535	2475	1701	945	1450	205	13074	24182
	Total	49449	43858	2413	368	19463	4202	2943	3425	3087	489	56917	93307
	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
Chinese Lang & Cultures	5	854	1118	77	.	1857	.	.	20	.	.	16	1972
	4	145	158	8	.	264	.	.	7	.	.	23	303
	3	65	48	11	.	76	3	.	3	.	.	19	113
	2	14	16	1	.	14	.	.	3	.	.	10	30
	1	17	25	.	.	18	2	.	1	.	.	16	42
	Total	1095	1365	97	4	2229	5	4	34	3	.	84	2460
	Mean	4.65	4.71	4.66	.	4.76	2.20	.	4.24	.	.	3.15	4.68
Computer Science A	5	2386	396	51	6	717	25	25	102	51	12	1793	2782
	4	2810	491	81	8	782	56	60	124	91	14	2085	3301
	3	1726	375	48	12	485	46	51	73	61	12	1313	2101
	2	1119	261	25	6	296	41	43	59	50	11	849	1380
	1	3823	1142	144	22	1039	472	250	216	312	34	2476	4965
	Total	11864	2665	349	54	3319	640	429	574	565	83	8516	14529
	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
Computer Science AB	5	1433	179	33	2	444	15	12	63	18	6	1019	1612
	4	831	129	10	2	247	10	17	31	14	3	626	960
	3	787	105	29	1	248	13	11	43	21	2	524	892
	2	401	53	18	2	128	10	3	16	14	2	261	454
	1	820	125	27	6	224	29	32	38	32	4	553	945
	Total	4272	591	117	13	1291	77	75	191	99	17	2983	4863
	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
Economics Macro	5	5037	2469	189	14	1819	68	111	278	189	20	4818	7506
	4	8373	5251	374	36	2698	279	303	495	505	47	8887	13624
	3	5234	4058	241	32	1644	313	360	341	409	44	5908	9292
	2	5146	4718	301	34	1617	402	542	364	529	75	6000	9864
	1	7212	9203	502	83	2015	1687	1746	586	1805	178	7813	16415
	Total	31002	25699	1607	199	9793	2749	3062	2064	3437	364	33426	56701
	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
Economics Micro	5	3697	1401	152	9	1261	44	49	193	78	10	3302	5098
	4	5791	3369	260	20	1871	177	175	340	249	32	6036	9160
	3	4012	3090	209	20	1242	226	209	264	249	47	4636	7102
	2	2654	2457	157	18	788	238	234	182	189	32	3273	5111
	1	3360	4115	247	26	950	960	635	266	619	132	3640	7475
	Total	19514	14432	1025	93	6112	1645	1302	1245	1384	253	20887	33946
	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
English Lang & Composition	5	10163	15274	704	62	3680	402	333	1100	609	92	18455	25437
	4	19690	31194	1382	209	6156	1281	1189	2043	1592	231	36801	50884
	3	31986	55167	2391	476	9374	3941	3697	3206	3726	566	59776	87153
	2	29442	54801	2560	663	8342	7901	7949	3130	6296	804	46598	84243
	1	11540	18709	1035	300	2122	6162	4937	989	3997	342	10365	30249
	Total	102821	175145	8072	1710	29674	19687	18105	10468	16220	2035	171995	277966
	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
English Lit & Composition	5	6482	13815	645	39	2628	264	237	871	365	72	15176	20297
	4	21394	39453	1737	213	6731	1413	1054	2151	1495	252	45801	60847
	3	35632	61469	2744	470	9489	4196	3090	3162	3487	644	69819	97101
	2	32099	56235	2574	651	8637	9177	6305	3068	5555	934	51433	88334
	1	10314	15424	855	254	2138	6879	3148	857	2974	357	8276	25738
	Total	105921	186396	8555	1627	29623	21929	13834	10109	13876	2259	190505	292317
	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
Environmental Science	5	3313	2270	177	10	824	53	69	205	123	21	4101	5583
	4	6146	5798	365	36	1420	246	244	460	401	61	8711	11944
	3	4264	5029	285	35	1054	314	244	369	358	53	6581	9293
	2	3682	5421	300	50	973	416	323	336	479	61	6165	9103
	1	5464	10511	560	94	1593	1951	1072	644	1520	181	8360	15975
	Total	22869	29029	1687	225	5864	2980	1952	2014	2881	377	33918	51898
	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
European History	5	5633	4933	301	19	1662	109	120	425	262	29	7639	10566
	4	9106	8811	527	61	2481	304	275	753	508	78	12930	17917
	3	16137	18077	986	139	4169	939	881	1393	1098	181	24428	34214
	2	4661	6079	324	56	1271	438	408	401	455	74	7313	10740
	1	8737	13161	730	116	2377	1761	1557	927	1364	227	12839	21898
	Total	44274	51061	2868	391	11960	3551	3241	3899	3687	589	65149	95335
	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
French Language	5	701	1450	91	1	201	144	23	170	87	6	1428	2151
	4	884	2221	114	4	374	182	58	220	111	10	2032	3105
	3	1810	4237	193	10	783	302	180	298	273	7	4001	6047
	2	1161	2981	163	12	498	204	181	180	191	7	2706	4142
	1	1286	2924	134	12	466	300	329	188	308	25	2448	4210
	Total	5842	13813	695	39	2322	1132	771	1056	970	55	12615	19655
	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
French Literature	5	118	314	28	.	44	13	6	28	14	2	297	432
	4	114	319	16	.	53	23	4	24	11	2	300	433
	3	121	322	24	.	50	27	5	25	17		294	443
	2	101	217	14	.	38	17	10	20	13	1	205	318
	1	85	166	7	.	24	17	3	12	20	1	167	251
	Total	539	1338	89	1	209	97	28	109	75	6	1263	1877
	Mean	3.15	3.30	3.49	.	3.26	2.98	3.00	3.33	2.81	3.50	3.28	3.25
German Language	5	464	510	39	2	48	18	1	44	13	1	808	974
	4	533	530	25	4	72	14	10	46	20	1	871	1063
	3	600	516	29	3	67	15	9	37	24	3	929	1116
	2	530	499	30	3	62	11	16	39	19	6	843	1029
	1	415	298	20	7	44	30	24	24	30	5	529	713
	Total	2542	2353	143	19	293	88	60	190	106	16	3980	4895
	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
Government Politics Comp	5	1256	784	60	2	281	28	29	78	62	8	1492	2040
	4	1461	1057	92	11	340	47	50	106	77	11	1784	2518
	3	1488	1390	104	17	344	90	61	134	103	23	2002	2878
	2	1481	1456	85	10	322	156	81	148	127	17	1991	2937
	1	1072	1382	106	22	262	262	134	114	147	24	1383	2454
	Total	6758	6069	447	62	1549	583	355	580	516	83	8652	12827
	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
Government Politics US	5	5392	4272	267	18	1341	127	138	359	186	25	7203	9664
	4	16375	13992	829	100	3901	580	624	1113	825	131	22264	30367
	3	21584	21509	1101	179	5304	1464	1385	1518	1544	242	30356	43093
	2	22468	28942	1483	279	6275	3227	3145	1925	2815	401	31860	51410
	1	9325	16487	757	160	2885	4032	3439	972	3194	304	10069	25812
	Total	75144	85202	4437	736	19706	9430	8731	5887	8564	1103	101752	160346
	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
Human Geography	5	1765	1310	72	10	446	69	44	122	96	17	2199	3075
	4	2538	2491	145	16	639	184	89	187	228	22	3519	5029
	3	2929	3260	169	21	676	323	170	252	411	63	4104	6189
	2	2019	2627	140	24	448	386	210	176	350	60	2852	4646
	1	3614	5834	329	44	710	1843	645	385	949	196	4347	9448
	Total	12865	15522	855	115	2919	2805	1158	1122	2034	358	17021	28387
	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
Italian Language	5	73	122	6	.	5	2	4	11	32	2	131	195
	4	61	127	8	.	2	2	9	8	41	1	117	188
	3	127	258	11	.	23	3	13	13	63	7	252	385
	2	114	214	12	.	16	5	7	12	41	5	230	328
	1	172	287	19	.	18	9	11	14	27	9	352	459
	Total	547	1008	56	2	64	21	44	58	204	24	1082	1555
	Mean	2.54	2.59	2.46	.	2.38	2.19	2.73	2.83	3.05	2.25	2.49	2.57
Japanese Lang & Culture	5	210	226	18	.	351	1		30	1	.	34	436
	4	63	66	6	.	79	1	1	5	2	.	34	129
	3	131	171	15	.	172	9	4	13	4	.	85	302
	2	68	79	4	.	67	7	1	13	1	.	54	147
	1	163	151	13	.	116	9	7	18	12	.	136	314
	Total	635	693	56	1	785	27	13	79	20	4	343	1328
	Mean	3.14	3.20	3.21	.	3.61	2.19	1.92	3.20	1.95	.	2.35	3.17
Latin Literature	5	239	265	18	1	92	10	3	22	7	2	349	504
	4	243	302	18		83	17	3	27	3	1	393	545
	3	450	503	31	2	117	27	12	41	10	1	712	953
	2	276	332	23	3	60	21	11	22	7	.	461	608
	1	553	585	35	7	134	42	17	46	41	5	811	1138
	Total	1761	1987	125	13	486	117	46	158	68	9	2726	3748
	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
Latin Vergil	5	489	436	32	.	136	16	6	48	11	1	675	925
	4	512	393	36	4	109	15	6	42	12	4	677	905
	3	646	582	34	6	137	28	12	49	21	5	936	1228
	2	475	453	26	5	77	28	16	34	23	3	716	928
	1	449	471	40	8	66	32	26	28	22	1	697	920
	Total	2571	2335	168	23	525	119	66	201	89	14	3701	4906
	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
Music Theory	5	1359	779	73	5	334	32	21	57	38	8	1570	2138
	4	1277	946	72	10	299	52	35	64	40	12	1639	2223
	3	1880	1482	86	20	380	102	67	104	126	32	2445	3362
	2	1886	1596	119	18	362	224	109	127	153	41	2329	3482
	1	1011	777	64	15	146	249	82	62	165	30	975	1788
	Total	7413	5580	414	68	1521	659	314	414	522	123	8958	12993
	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
Physics B	5	6142	1856	203	20	2031	54	69	288	137	28	5168	7998
	4	6279	2507	235	27	1750	133	128	276	194	35	6008	8786
	3	9545	4884	406	42	2664	310	364	510	396	60	9677	14429
	2	6085	3896	257	43	1755	414	384	315	403	63	6347	9981
	1	6148	5293	340	74	1810	1137	1112	431	882	89	5566	11441
	Total	34199	18436	1441	206	10010	2048	2057	1820	2012	275	32766	52635
	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
Physics C Elec & Magnet	5	2971	616	97	7	1107	28	23	120	59	5	2141	3587
	4	2143	622	70	13	755	40	31	101	59	9	1687	2765
	3	987	332	28	3	351	32	29	37	22	6	811	1319
	2	1339	503	61	5	425	47	34	56	48	8	1158	1842
	1	918	357	39	3	306	40	40	47	64	5	731	1275
	Total	8358	2430	295	31	2944	187	157	361	252	33	6528	10788
	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
Physics C Mechanics	5	5252	1252	166	16	1894	45	52	207	107	18	3999	6504
	4	4847	1634	188	12	1490	74	76	218	138	26	4259	6481
	3	3789	1381	137	26	1034	106	102	157	134	19	3455	5170
	2	2478	1163	93	24	703	119	97	108	144	23	2330	3641
	1	2328	1430	109	20	771	270	230	136	226	25	1971	3758
	Total	18694	6860	693	98	5892	614	557	826	749	111	16014	25554
	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
Psychology	5	7439	13750	589	59	3260	384	233	783	575	101	15205	21189
	4	10963	18770	844	125	3776	1064	545	1127	1110	184	20958	29733
	3	8488	14926	656	117	2645	1212	597	847	1008	183	16149	23414
	2	5378	10244	466	77	1664	1196	548	568	839	138	10126	15622
	1	7682	15958	818	124	2521	3665	1469	945	2098	283	11717	23640
	Total	39950	73648	3373	502	13866	7521	3392	4270	5630	889	74155	113598
	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
Spanish Language	5	6585	13170	529	6	809	91	7237	416	6845	356	3466	19755
	4	8649	16516	790	22	1334	228	8890	543	6575	461	6322	25165
	3	6886	12473	598	32	1211	314	6239	468	4108	331	6058	19359
	2	6435	11365	580	43	1327	458	4785	483	3121	303	6700	17800
	1	7121	10879	642	56	1388	1210	3488	549	2397	274	7996	18000
	Total	35676	64403	3139	159	6069	2301	30639	2459	23046	1725	30542	100079
	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
Spanish Literature	5	452	1057	47	1	78	9	413	40	536	17	368	1509
	4	946	2324	104	1	148	24	1283	65	1024	41	580	3270
	3	1309	2812	95	1	111	30	1929	69	1355	48	483	4121
	2	742	1520	57	2	48	17	1114	28	751	32	213	2262
	1	1415	2173	149	3	49	56	1676	53	1177	84	341	3588
	Total	4864	9886	452	8	434	136	6415	255	4843	222	1985	14750
	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
Statistics	5	7099	4232	264	16	2675	92	98	342	152	31	7661	11331
	4	11470	9124	505	65	3697	335	265	583	445	67	14632	20594
	3	11984	12499	606	95	3668	645	520	751	697	97	17404	24483
	2	7526	9005	501	74	2228	748	543	529	640	100	11168	16531
	1	9864	13479	741	123	3142	2776	1516	833	1518	239	12455	23343
	Total	47943	48339	2617	373	15410	4596	2942	3038	3452	534	63320	96282
	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
Studio Art 2-D Design	5	471	959	41	8	172	41	30	57	66	11	1004	1430
	4	755	2012	110	10	275	95	82	104	149	16	1926	2767
	3	1267	3258	156	28	390	198	177	164	236	38	3138	4525
	2	1037	2526	146	32	271	215	164	154	208	37	2336	3563
	1	261	440	23	4	36	84	63	28	64	16	383	701
	Total	3791	9195	476	82	1144	633	516	507	723	118	8787	12986
	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
Studio Art 3-D Design	5	93	123	6		14	7	9	3	10	2	165	216
	4	124	191	13	2	27	18	17	11	24	1	202	315
	3	304	615	37	7	69	34	44	50	58	3	617	919
	2	223	437	25	6	51	41	41	33	42	6	415	660
	1	68	103	1	1	18	22	14	10	15		90	171
	Total	812	1469	82	16	179	122	125	107	149	12	1489	2281
	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
Studio Art Drawing	5	424	1184	57	4	312	55	38	57	80	10	995	1608
	4	614	1762	73	10	350	87	94	84	128	21	1529	2376
	3	1407	3490	162	22	589	214	220	210	287	37	3156	4897
	2	1049	2362	144	23	315	257	234	150	201	31	2056	3411
	1	348	436	36	7	52	157	72	32	69	12	347	784
	Total	3842	9234	472	66	1618	770	658	533	765	111	8083	13076
	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
US History	5	19202	17597	1057	80	6010	611	524	1529	871	134	25983	36799
	4	32938	32925	1773	243	8289	1704	1493	2647	1752	315	47647	65863
	3	34953	38735	1968	339	7943	2938	2524	2697	2539	393	52347	73688
	2	37502	49139	2430	545	8607	5536	5110	3099	4078	650	56586	86641
	1	25869	42321	2118	540	6089	10268	8330	2446	6283	844	31272	68190
	Total	150464	180717	9346	1747	36938	21057	17981	12418	15523	2336	213835	331181
	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
World History	5	6296	4926	260	31	1921	244	168	526	299	51	7722	11222
	4	8766	8188	402	70	2570	591	451	726	577	84	11483	16954
	3	12593	13777	696	130	3841	1357	1067	1079	1301	215	16684	26370
	2	10102	14503	690	131	3166	1990	1754	1058	1714	249	13853	24605
	1	7472	14396	743	128	1951	3754	2939	807	2727	344	8475	21868
	Total	45229	55790	2791	490	13449	7936	6379	4196	6618	943	58217	101019
	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
Number of Students at Each Grade Level	9/10	101538	124905	5760	935	30886	14085	17858	9133	15675	1879	130232	226443
	11	232003	309833	12672	2918	60620	34079	36140	19844	32393	4088	339082	541836
	12	263655	340942	13422	2986	66847	40389	31527	19353	32595	4974	392504	604597
	<9	1198	1941	45	2	61	16	2041	44	762	5	163	3139
	Not HS	25269	30885	9347	243	4091	4005	3941	1894	3949	496	28188	56154
	Total	623663	808506	41246	7084	162505	92574	91507	50268	85374	11442	890169	1432169

2007 AP Exam Scores (Genders and Grace Levels) (Log Transformation)

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 (\(log_{10}(data+1)\)). Also, the missing data present in the previous table have been substituted with zeroes.

Examination_Grade	Discipline	Sex	Not_Stated	American_Indian	Asian	Black	Mexican_American	Other	Other_Hispanic	Puerto_Rican	White	Total
5	Art_History	Male	1.44715803	0	2.12057393	0.77815125	1.30103	1.54406804	1.43136376	0.77815125	2.68484536	2.86391738
4	Art_History	Male	1.68124124	0.77815125	2.39093511	1.36172784	1.75587486	1.88081359	1.93951925	0.84509804	2.92220628	3.13924922
3	Art_History	Male	1.86332286	0.95424251	2.42813479	1.60205999	1.90848502	1.96378783	2.07554696	1	2.96894968	3.20817253
2	Art_History	Male	1.56820172	0.47712125	2.32014629	1.70757018	1.8920946	1.71600334	2.05690485	1.14612804	2.77232171	3.0576661
1	Art_History	Male	1.86923172	0.69897	2.30535137	1.95904139	2.12385164	1.73239376	2.18469143	1.25527251	2.75966784	3.11293998
5	Biology	Male	2.57170883	1.41497335	3.54924856	2.21484385	2.29225607	2.76715587	2.48429984	1.73239376	3.92329584	4.13411333
4	Biology	Male	2.5797836	1.69897	3.42520805	2.49136169	2.44090908	2.7458552	2.5728716	1.76342799	3.92262167	4.11484441
3	Biology	Male	2.55870857	1.8260748	3.33865567	2.61384182	2.61172331	2.69983773	2.63548375	1.93449845	3.91787296	4.10441882
2	Biology	Male	2.61172331	1.88649073	3.2929203	2.82151353	2.83186977	2.67209786	2.76492298	2.06445799	3.8668188	4.09025805
1	Biology	Male	2.46686762	1.73239376	3.03862016	3.01494035	2.8585372	2.48713838	2.78887512	1.91907809	3.4998245	3.86658268
5	Calculus_AB	Male	2.77887447	1.8260748	3.65176245	2.45024911	2.62324929	2.84385542	2.74741181	1.89762709	4.25968942	4.40426911
4	Calculus_AB	Male	2.71011737	1.81291336	3.50528567	2.63748973	2.66370093	2.76566855	2.71850169	1.86332286	4.16289284	4.309545
3	Calculus_AB	Male	2.71432976	1.8920946	3.45438747	2.72672721	2.85308953	2.75739603	2.80821097	1.97312785	4.13174695	4.29079118
2	Calculus_AB	Male	2.58433122	1.90848502	3.35372394	2.74818803	2.86332286	2.68124124	2.77670118	1.88649073	4.01389006	4.18991121
1	Calculus_AB	Male	2.84941941	2.17026172	3.50365452	3.29380436	3.30578115	2.83058867	3.14860265	2.30319606	4.14363924	4.38437134
5	Calculus_BC	Male	2.63144377	1.60205999	3.69019608	2.17318627	2.32633586	2.75511227	2.52113808	1.76342799	4.03454825	4.24323654
4	Calculus_BC	Male	2.18469143	1.30103	3.18723862	2.06069784	2.06069784	2.38560627	2.26245109	1.39794001	3.61023418	3.81029974
3	Calculus_BC	Male	2.22530928	1.23044892	3.18695634	2.18469143	2.30535137	2.35024802	2.29885308	1.32221929	3.59516541	3.80962704
2	Calculus_BC	Male	1.75587486	1.11394335	2.67851838	1.81291336	1.93951925	1.80617997	1.8260748	1	3.10037055	3.32056168
1	Calculus_BC	Male	2.06818586	1.20411998	3.00603795	2.30963017	2.35410844	2.19589965	2.30749604	1.32221929	3.38614211	3.64177147
5	Chemistry	Male	2.34830486	1.20411998	3.42028588	1.98677173	1.85125835	2.52504481	2.13672057	1.32221929	3.74562122	3.95861166
4	Chemistry	Male	2.43933269	1.41497335	3.35063561	2.22010809	2.15836249	2.51982799	2.29446623	1.54406804	3.79330135	3.98322021
3	Chemistry	Male	2.45484486	1.73239376	3.34183006	2.42813479	2.39967372	2.62117628	2.47275645	1.72427587	3.89036512	4.06385855
2	Chemistry	Male	2.34242268	1.65321251	3.16465022	2.42975228	2.40483372	2.4440448	2.42813479	1.71600334	3.76110054	3.93490226
1	Chemistry	Male	2.49554434	1.83884909	3.20139712	2.95808585	2.89652622	2.60852603	2.78746047	1.91381385	3.76260355	4.02325246
5	Chinese_Lang._&_Cultures	Male	1.66275783	0	2.89762709	0	0	0.95424251	0	0	1.11394335	2.93196611
4	Chinese_Lang._&_Cultures	Male	0.69897	0	2.11058971	0	0	0.60205999	0	0	1.04139269	2.16435286
3	Chinese_Lang._&_Cultures	Male	0.69897	0	1.66275783	0	0	0.47712125	0	0	1.11394335	1.81954394
2	Chinese_Lang._&_Cultures	Male	0.30103	0	0.90308999	0	0	0.47712125	0	0	0.60205999	1.17609126
1	Chinese_Lang._&_Cultures	Male	0	0	0.95424251	0	0	0.30103	0	0	0.90308999	1.25527251
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
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
3	Computer_Science_A	Male	1.62324929	1.11394335	2.55870857	1.53147892	1.62324929	1.79934055	1.69019608	1	3.04921802	3.23729234
2	Computer_Science_A	Male	1.36172784	0.77815125	2.32428246	1.50514998	1.44715803	1.66275783	1.62324929	1	2.86332286	3.04921802
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
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
4	Computer_Science_AB	Male	1	0.47712125	2.30103	0.95424251	1.17609126	1.43136376	1.04139269	0.60205999	2.74896286	2.92012333
3	Computer_Science_AB	Male	1.462398	0.30103	2.30103	1.07918125	1	1.5797836	1.2787536	0.47712125	2.68394713	2.89652622
2	Computer_Science_AB	Male	1.17609126	0.47712125	2.0374265	1	0.47712125	1.17609126	1.07918125	0.30103	2.38201704	2.60422605
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
5	Economics_Macro	Male	2.12057393	1.04139269	3.0374265	1.66275783	1.89762709	2.26481782	2.1430148	1.11394335	3.52530401	3.70225816
4	Economics_Macro	Male	2.36548798	1.462398	3.19284612	2.14921911	2.24054925	2.46686762	2.50105926	1.51851394	3.74849813	3.92293296
3	Economics_Macro	Male	2.13353891	1.32221929	2.92941893	2.161368	2.32633586	2.2764618	2.39269695	1.2787536	3.53453376	3.71891669
2	Economics_Macro	Male	2.21748394	1.2787536	2.920645	2.28103337	2.4345689	2.2787536	2.42160393	1.54406804	3.50324577	3.71155417
1	Economics_Macro	Male	2.38021124	1.63346846	2.97358962	2.79448805	2.87794695	2.40483372	2.84571802	1.92941893	3.5537617	3.85811593
5	Economics_Micro	Male	2.0374265	1	2.91487182	1.47712125	1.60205999	2.17026172	1.79239169	0.90308999	3.39392601	3.56796691
4	Economics_Micro	Male	2.20951501	1.23044892	3.03582983	1.97312785	2.04532298	2.33041377	2.23299611	1.32221929	3.593729	3.76282855
3	Economics_Micro	Male	2.10380372	1.07918125	2.80550086	2.04532298	2.04921802	2.14921911	2.21748394	1.39794001	3.4295908	3.60346916
2	Economics_Micro	Male	1.92427929	1	2.60530505	2.06445799	2.04921802	1.96848295	2.00860017	1.20411998	3.23729234	3.42406453
1	Economics_Micro	Male	2.08278537	0.95424251	2.64147411	2.5563025	2.45636603	2.10037055	2.45331834	1.78532984	3.22634209	3.52646851
5	English_Lang._&_Composition	Male	2.48429984	1.41497335	3.19368103	2.16731733	2.12057393	2.61384182	2.36921586	1.5563025	3.86445175	4.00706466
4	English_Lang._&_Composition	Male	2.75511227	1.92941893	3.40823997	2.63144377	2.68752896	2.86981821	2.77158748	1.89762709	4.15103258	4.29426777
3	English_Lang._&_Composition	Male	2.94890176	2.22010809	3.57875378	3.07736791	3.14144977	3.06707086	3.11660774	2.33645973	4.33998777	4.50497351
2	English_Lang._&_Composition	Male	2.99913054	2.38201704	3.52244423	3.35179631	3.43996394	3.02366392	3.31344537	2.4456042	4.21714164	4.46898206
1	English_Lang._&_Composition	Male	2.63447727	2.06069784	2.95951838	3.29136885	3.28668097	2.56937391	3.13672057	2.161368	3.6349808	4.06224344
5	English_Lit._&_Composition	Male	2.32633586	1.11394335	2.91698005	1.77815125	1.8573325	2.43933269	2.03342376	1.2787536	3.69072754	3.81177602
4	English_Lit._&_Composition	Male	2.80071708	1.93951925	3.41128291	2.57170883	2.54900326	2.85064624	2.72427587	1.96848295	4.20539385	4.33031229
3	English_Lit._&_Composition	Male	3.0277572	2.22530928	3.58069694	3.07591176	3.04727487	3.05307844	3.10414555	2.3783979	4.40913816	4.55185239
2	English_Lit._&_Composition	Male	3.01029996	2.34044411	3.55047296	3.40500467	3.35812529	3.03181227	3.27207379	2.48429984	4.28418249	4.50650503
1	English_Lit._&_Composition	Male	2.59988307	1.99122608	3.00817418	3.3533391	3.10105935	2.54282543	3.03382569	2.13353891	3.57100967	4.01346923
5	Environmental_Science	Male	2	0.90308999	2.68484536	1.5563025	1.67209786	2.06069784	1.8920946	1.17609126	3.3872118	3.5203525
4	Environmental_Science	Male	2.28330123	1.20411998	2.86451108	2.08635983	2.15228834	2.34439227	2.35602586	1.53147892	3.65021035	3.78866321
3	Environmental_Science	Male	2.12385164	1.2787536	2.70757018	2.17609126	2.06818586	2.2380461	2.2787536	1.36172784	3.47099817	3.62991904
2	Environmental_Science	Male	2.15228834	1.2787536	2.62324929	2.24054925	2.13672057	2.15533604	2.32428246	1.41497335	3.38363587	3.56620172
1	Environmental_Science	Male	2.34439227	1.5563025	2.78103694	2.8162413	2.56110138	2.33243846	2.69548168	1.77815125	3.45055701	3.73759017
5	European_History	Male	2.23044892	1.11394335	2.92634245	1.71600334	1.80617997	2.3283796	2.161368	1.34242268	3.61479179	3.75081684
4	European_History	Male	2.43775056	1.5797836	3.09061071	2.08635983	2.13353891	2.5575072	2.39619935	1.5797836	3.82380015	3.95937534
3	European_History	Male	2.66838592	1.87506126	3.2828486	2.56584782	2.62736586	2.77085201	2.66931688	1.91381385	4.07025958	4.20784971
2	European_History	Male	2.18184359	1.41497335	2.73399929	2.19865709	2.2380461	2.24551267	2.26481782	1.47712125	3.50906805	3.66857227
1	European_History	Male	2.47712125	1.69019608	2.97680834	2.78461729	2.77524626	2.50105926	2.72754126	1.96378783	3.7243578	3.94141204
5	French:_Language	Male	1.53147892	0.30103	1.83250891	1.73239376	0.90308999	1.70757018	1.30103	0.30103	2.67302091	2.84633711
4	French:_Language	Male	1.43136376	0.47712125	2.00432137	1.88649073	1.32221929	1.79934055	1.38021124	0.47712125	2.75891189	2.94694327
3	French:_Language	Male	1.78532984	0.60205999	2.40993312	2.06445799	1.79934055	1.97772361	1.88081359	0.47712125	3.05842602	3.25791845
2	French:_Language	Male	1.74036269	0.90308999	2.18752072	1.78532984	1.75587486	1.66275783	1.72427587	0.30103	2.86569606	3.06520613
1	French:_Language	Male	1.69019608	0.77815125	2.20139712	1.95424251	1.97312785	1.70757018	2	0.95424251	2.86746749	3.10957855
5	French:_Literature	Male	0.84509804	0	1.20411998	0.69897	0.69897	0.84509804	0.77815125	0	1.8920946	2.07554696
4	French:_Literature	Male	0.77815125	0	1.04139269	0.84509804	0.47712125	1	0.69897	0	1.8920946	2.06069784
3	French:_Literature	Male	1.07918125	0	1.11394335	0.84509804	0.47712125	0.77815125	1	0	1.88081359	2.08635983
2	French:_Literature	Male	0.90308999	0	1.14612804	1	0.77815125	0.69897	0.60205999	0	1.77815125	2.00860017
1	French:_Literature	Male	0.30103	0	0.84509804	0.90308999	0.30103	0.95424251	1	0	1.73239376	1.93449845
5	German:_Language	Male	1.2787536	0.30103	1.36172784	0.84509804	0.30103	1.39794001	0.90308999	0.30103	2.58546073	2.66745295
4	German:_Language	Male	1.07918125	0.47712125	1.62324929	0.77815125	0.90308999	1.36172784	0.90308999	0	2.64246452	2.72754126
3	German:_Language	Male	1.2787536	0.47712125	1.5563025	0.69897	0.77815125	1.34242268	1	0	2.70500796	2.77887447
2	German:_Language	Male	1.17609126	0.47712125	1.54406804	0.84509804	0.69897	1.23044892	1.07918125	0.69897	2.64345268	2.72509452
1	German:_Language	Male	1.07918125	0.84509804	1.49136169	1.11394335	1.17609126	1.14612804	1.20411998	0.60205999	2.49415459	2.61909333
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
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
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
2	Government_Politics_Comp.	Male	1.69019608	0.77815125	2.2121876	1.78532984	1.56820172	1.77815125	1.74818803	1	3.02036128	3.1708482
1	Government_Politics_Comp.	Male	1.69019608	1	2.08635983	1.98227123	1.77085201	1.65321251	1.69897	1.04139269	2.80550086	3.03059972
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
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
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
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
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
5	Human_Geography	Male	1.65321251	0.95424251	2.42813479	1.44715803	1.39794001	1.85125835	1.74818803	1	3.10105935	3.2469907
4	Human_Geography	Male	1.88649073	0.95424251	2.49276039	1.86332286	1.72427587	1.97772361	2.09691001	1.14612804	3.25285303	3.4046627
3	Human_Geography	Male	1.94939001	1.04139269	2.49831055	2.14612804	1.94939001	2.05690485	2.29885308	1.41497335	3.29114676	3.46686762
2	Human_Geography	Male	1.83884909	0.90308999	2.31597035	2.20411998	1.99563519	1.80617997	2.1903317	1.51851394	3.09096308	3.30535137
1	Human_Geography	Male	2.13353891	1.30103	2.47129171	2.84260924	2.39445168	2.1271048	2.57634135	1.85125835	3.2161659	3.5581083
5	Italian_Language	Male	0.60205999	0	0.30103	0.30103	0.30103	0.84509804	0.84509804	0	1.73239376	1.86923172
4	Italian_Language	Male	0.60205999	0	0.30103	0	0.47712125	0.77815125	1.07918125	0	1.60205999	1.79239169
3	Italian_Language	Male	0.69897	0	0.90308999	0.30103	0.77815125	0.69897	1.14612804	0.47712125	1.96378783	2.10720997
2	Italian_Language	Male	0.30103	0	0.95424251	0.47712125	0.30103	0.69897	1.11394335	0.60205999	1.92427929	2.06069784
1	Italian_Language	Male	0.60205999	0	0.90308999	0.60205999	0.60205999	0.77815125	1.14612804	0.47712125	2.13672057	2.2380461
5	Japanese_Lang._&_Culture	Male	1.11394335	0	2.22271647	0.30103	0	1.20411998	0.30103	0	1.20411998	2.32428246
4	Japanese_Lang._&_Culture	Male	0.69897	0	1.5563025	0.30103	0	0.60205999	0.30103	0	1.30103	1.80617997
3	Japanese_Lang._&_Culture	Male	0.90308999	0	1.8260748	0.69897	0.47712125	0.69897	0.30103	0	1.68124124	2.12057393
2	Japanese_Lang._&_Culture	Male	0.47712125	0	1.49136169	0.60205999	0	0.84509804	0.30103	0	1.43136376	1.83884909
1	Japanese_Lang._&_Culture	Male	1	0	1.68124124	0.84509804	0.77815125	1.07918125	0.90308999	0	1.88649073	2.21484385
5	Latin:_Literature	Male	1.04139269	0	1.68124124	0.30103	0.30103	1	0.60205999	0.30103	2.22530928	2.38021124
4	Latin:_Literature	Male	1	0	1.53147892	0.84509804	0.47712125	1.14612804	0.30103	0	2.25527251	2.38738983
3	Latin:_Literature	Male	1.17609126	0	1.72427587	1.14612804	0.95424251	1.2787536	0.60205999	0	2.53529412	2.65417654
2	Latin:_Literature	Male	1	0	1.44715803	0.95424251	0.60205999	1.07918125	0.60205999	0	2.33445375	2.44247977
1	Latin:_Literature	Male	1.30103	0.69897	1.76342799	1.30103	0.95424251	1.30103	1.17609126	0.60205999	2.61384182	2.74350976
5	Latin:_Vergil	Male	1.07918125	0	1.85125835	0.90308999	0.69897	1.44715803	0.69897	0	2.56466606	2.69019608
4	Latin:_Vergil	Male	1.2787536	0.60205999	1.65321251	0.84509804	0.84509804	1.38021124	0.90308999	0.47712125	2.60638137	2.71011737
3	Latin:_Vergil	Male	1.11394335	0.47712125	1.8573325	1.20411998	0.60205999	1.34242268	1	0.30103	2.71011737	2.81090428
2	Latin:_Vergil	Male	1.25527251	0.30103	1.60205999	0.95424251	0.90308999	1.17609126	1.11394335	0.30103	2.57634135	2.67760695
1	Latin:_Vergil	Male	1.34242268	0.69897	1.462398	1.17609126	1.17609126	1.17609126	0.95424251	0.30103	2.5390761	2.65321251
5	Music_Theory	Male	1.73239376	0.77815125	2.2380461	1.34242268	1.17609126	1.54406804	1.43136376	0.90308999	3.01199311	3.13353891
4	Music_Theory	Male	1.5797836	0.95424251	2.13353891	1.56820172	1.462398	1.61278386	1.41497335	1.04139269	2.98181861	3.10653085
3	Music_Theory	Male	1.70757018	1.11394335	2.26007139	1.80617997	1.69897	1.77815125	1.84509804	1.34242268	3.13893394	3.2743888
2	Music_Theory	Male	1.90308999	0.90308999	2.19865709	2.04139269	1.86923172	1.72427587	1.95904139	1.41497335	3.11226977	3.2757719
1	Music_Theory	Male	1.62324929	1.07918125	1.88649073	2.09691001	1.71600334	1.61278386	1.97312785	1.20411998	2.74896286	3.00518051
5	Physics_B	Male	2.20139712	1.30103	3.15715444	1.66275783	1.75587486	2.35218252	2.04532298	1.36172784	3.61002102	3.78838052
4	Physics_B	Male	2.24797327	1.32221929	3.03862016	1.96378783	2.01703334	2.26481782	2.19865709	1.47712125	3.64630568	3.79795964
3	Physics_B	Male	2.42160393	1.462398	3.20167018	2.29885308	2.39967372	2.52374647	2.43616265	1.50514998	3.81829189	3.97982143
2	Physics_B	Male	2.19865709	1.53147892	3.00475116	2.34044411	2.40654018	2.27415785	2.41161971	1.59106461	3.59461351	3.78433195
1	Physics_B	Male	2.27184161	1.53147892	2.98677173	2.71349054	2.78461729	2.34635297	2.64246452	1.73239376	3.49485002	3.78880449
5	Physics_C:_Elec._&_Magnet.	Male	1.89762709	0.84509804	2.9380191	1.38021124	1.32221929	2.03342376	1.71600334	0.60205999	3.25959388	3.47304881
4	Physics_C:_Elec._&_Magnet.	Male	1.76342799	1	2.74896286	1.49136169	1.462398	1.83250891	1.67209786	0.95424251	3.12678058	3.33122478
3	Physics_C:_Elec._&_Magnet.	Male	1.30103	0.47712125	2.40140054	1.47712125	1.41497335	1.41497335	1.25527251	0.69897	2.78958071	2.99475694
2	Physics_C:_Elec._&_Magnet.	Male	1.66275783	0.69897	2.47421626	1.54406804	1.44715803	1.65321251	1.5563025	0.90308999	2.92788341	3.1271048
1	Physics_C:_Elec._&_Magnet.	Male	1.51851394	0	2.32633586	1.47712125	1.462398	1.56820172	1.71600334	0.69897	2.72263392	2.96331551
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
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
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
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
1	Physics_C:_Mechanics	Male	1.8573325	1	2.65705585	2.1430148	2.14921911	1.95904139	2.13987909	1.32221929	3.10414555	3.36716949
5	Psychology	Male	2.37657696	1.43136376	3.09025805	2.07188201	1.99122608	2.44870632	2.32014629	1.47712125	3.71733758	3.87157294
4	Psychology	Male	2.51587384	1.5563025	3.18184359	2.5132176	2.30103	2.6009729	2.61489722	1.83250891	3.88553083	4.03996903
3	Psychology	Male	2.43136376	1.66275783	3.0322157	2.56110138	2.34830486	2.47129171	2.5378191	1.77085201	3.76469906	3.92885653
2	Psychology	Male	2.22271647	1.53147892	2.8350561	2.55870857	2.25767857	2.33243846	2.42651126	1.72427587	3.53453376	3.73070154
1	Psychology	Male	2.50242712	1.65321251	3.00603795	3.00475116	2.64048144	2.48429984	2.79726754	1.91381385	3.58568628	3.88553083
5	Spanish_Language	Male	2.26717173	0.60205999	2.45484486	1.43136376	3.38327665	2.14612804	3.34222523	2.06069784	3.08707121	3.81862173
4	Spanish_Language	Male	2.43136376	0.90308999	2.6580114	1.84509804	3.49679132	2.24551267	3.34222523	2.161368	3.34163234	3.93701611
3	Spanish_Language	Male	2.30749604	1.11394335	2.64933486	1.90848502	3.37199091	2.1931246	3.15442397	2.07554696	3.32118403	3.83803008
2	Spanish_Language	Male	2.33243846	1.25527251	2.68574174	2.04532298	3.28103337	2.1430148	3.06370856	2.06445799	3.36021461	3.80861604
1	Spanish_Language	Male	2.44870632	1.38021124	2.7176705	2.51188336	3.2250507	2.28103337	2.99387691	2.02938378	3.47928732	3.85260197
5	Spanish_Literature	Male	1.36172784	0	1.36172784	0.60205999	2.11058971	1.11394335	2.161368	0.60205999	2.07554696	2.6560982
4	Spanish_Literature	Male	1.41497335	0.30103	1.75587486	0.77815125	2.57518784	1.34242268	2.45024911	1.07918125	2.23552845	2.97634998
3	Spanish_Literature	Male	1.32221929	0.30103	1.65321251	0.95424251	2.79795964	1.43136376	2.62221402	1.17609126	2.18184359	3.1172713
2	Spanish_Literature	Male	1.25527251	0	1.30103	0.77815125	2.57170883	0.95424251	2.34242268	1.07918125	1.96378783	2.87098881
1	Spanish_Literature	Male	1.81291336	0.30103	1.34242268	1.32221929	2.83947805	1.34242268	2.62736586	1.34242268	2.1903317	3.15106325
5	Statistics	Male	2.2121876	1.07918125	3.21510858	1.71600334	1.76342799	2.35602586	2.01703334	1.34242268	3.68385721	3.85125835
4	Statistics	Male	2.45484486	1.67209786	3.31993844	2.1931246	2.20411998	2.50242712	2.40654018	1.56820172	3.91019737	4.05960128
3	Statistics	Male	2.49554434	1.69897	3.26834391	2.44870632	2.43616265	2.56584782	2.57403127	1.62324929	3.92613657	4.07863804
2	Statistics	Male	2.37474835	1.56820172	3.0322157	2.50514998	2.40993312	2.38381537	2.462398	1.70757018	3.70104963	3.87662192
1	Statistics	Male	2.55022835	1.73239376	3.16790781	3.02325246	2.79726754	2.5575072	2.78031731	2.04532298	3.71891669	3.99409709
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
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
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
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
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
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
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
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
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
1	Studio_Art:_3-D_Design	Male	0.30103	0	1	0.77815125	1	0.90308999	0.95424251	0	1.47712125	1.83884909
5	Studio_Art:_Drawing	Male	1.25527251	0	1.74818803	1.462398	1.20411998	1.30103	1.50514998	0.84509804	2.40483372	2.62838893
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
3	Studio_Art:_Drawing	Male	1.74036269	1	2.17609126	2.02938378	1.99563519	1.78532984	1.98677173	1.34242268	2.91115761	3.14860265
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
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
5	US_History	Male	2.75281643	1.72427587	3.47914325	2.4456042	2.45939249	2.89320675	2.65224634	1.83250891	4.1371008	4.28336908
4	US_History	Male	2.95085146	2.13987909	3.60390183	2.83821922	2.90091307	3.09864373	2.96047078	2.14921911	4.38210714	4.51771041
3	US_History	Male	2.98497713	2.17026172	3.58263144	3.04766419	3.07664044	3.07261748	3.06929801	2.24054925	4.40114196	4.54349688
2	US_History	Male	3.03901732	2.35218252	3.58500928	3.30384377	3.35602586	3.10687054	3.25139485	2.43775056	4.39315386	4.57406601
1	US_History	Male	2.93449845	2.30103	3.39984671	3.550106	3.50704587	2.94939001	3.34004732	2.49831055	4.08461202	4.41279643
5	World_History	Male	2.15533604	1.34242268	3.02530587	2.0211893	2.0374265	2.46389299	2.2380461	1.51851394	3.64038204	3.79913369
4	World_History	Male	2.34635297	1.54406804	3.11025292	2.39619935	2.42813479	2.54530712	2.4578819	1.64345268	3.78031731	3.94285101
3	World_History	Male	2.55022835	1.86332286	3.25671775	2.73078228	2.75050839	2.68033551	2.78103694	2.02530587	3.90730385	4.10016369
2	World_History	Male	2.48144263	1.68124124	3.1271048	2.89817648	2.90579588	2.5774918	2.87448182	2.04532298	3.74710093	4.00445035
1	World_History	Male	2.45024911	1.69019608	2.83695674	3.08707121	3.03582983	2.41497335	2.97220284	2.13672057	3.45024911	3.87349498
5	Art_History	Female	1.77815125	0.95424251	2.34635297	1.38021124	1.43136376	1.94939001	1.59106461	0.60205999	3.00173371	3.16731733
4	Art_History	Female	2.05690485	1	2.6294096	1.72427587	1.91907809	2.17318627	2.10720997	1.11394335	3.25430633	3.44153804
3	Art_History	Female	2.07554696	1.25527251	2.64836001	2.01283722	2.12057393	2.18184359	2.36361198	1.462398	3.31555053	3.51706387
2	Art_History	Female	1.94939001	1.17609126	2.48287358	1.98227123	2.16731733	2.05307844	2.25285303	1.36172784	3.1383027	3.36791474
1	Art_History	Female	1.95424251	1.2787536	2.47567119	2.2787536	2.33445375	2	2.49136169	1.39794001	3.06557971	3.38093446
5	Biology	Female	2.5563025	1.43136376	3.54307424	2.372912	2.08990511	2.75358306	2.40993312	1.64345268	3.91492465	4.12447162
4	Biology	Female	2.59439255	1.71600334	3.46374372	2.69897	2.40140054	2.82477646	2.54900326	1.88081359	4.01148586	4.18932184
3	Biology	Female	2.67486114	1.87506126	3.44326299	2.86569606	2.62013605	2.83122969	2.7466342	1.99122608	4.0611885	4.23837233
2	Biology	Female	2.77085201	2.07188201	3.44388855	3.15472821	2.94349452	2.92168648	2.95472479	2.19865709	4.11693965	4.31741559
1	Biology	Female	2.64933486	2	3.26221371	3.40688067	3.16256441	2.76937733	3.13097669	2.30535137	3.84029433	4.18859104
5	Calculus_AB	Female	2.55990663	1.2787536	3.54715912	2.36548798	2.29885308	2.70415052	2.53655844	1.5797836	4.05407656	4.21864052
4	Calculus_AB	Female	2.5865873	1.67209786	3.48855072	2.6242821	2.5301997	2.77597433	2.6294096	1.80617997	4.09916249	4.25326529
3	Calculus_AB	Female	2.66931688	1.8920946	3.50105926	2.83378437	2.7686381	2.7930916	2.75966784	1.94448267	4.12632626	4.29305302
2	Calculus_AB	Female	2.56466606	1.80617997	3.39585038	2.93399316	2.85551916	2.72345567	2.80277373	1.98677173	4.02661497	4.2143139
1	Calculus_AB	Female	2.86510397	2.26951294	3.56690866	3.52750101	3.40432047	2.94841297	3.2801229	2.31386722	4.19200959	4.46338527
5	Calculus_BC	Female	2.35793485	1.17609126	3.49789674	2	1.93449845	2.54530712	2.12057393	1.38021124	3.72607487	3.97298923
4	Calculus_BC	Female	2.06818586	0.84509804	3.12678058	2.02530587	1.8260748	2.24054925	1.95904139	1.17609126	3.45697301	3.67870043
3	Calculus_BC	Female	2.04139269	1	3.14705767	2.1903317	2.12385164	2.20951501	2.14612804	1.36172784	3.51627088	3.73327753
2	Calculus_BC	Female	1.69019608	0.84509804	2.69019608	1.87506126	1.78532984	1.88081359	1.79934055	0.95424251	3.05037976	3.28891961
1	Calculus_BC	Female	2.03342376	1.2787536	2.98091194	2.46538285	2.33845649	2.22530928	2.28330123	1.04139269	3.35160307	3.62366271
5	Chemistry	Female	2.10380372	1.04139269	3.24104815	1.76342799	1.54406804	2.18469143	1.83884909	1.20411998	3.38542751	3.66576855
4	Chemistry	Female	2.2380461	1.14612804	3.28126069	2.18184359	1.81291336	2.38560627	2.10380372	1.30103	3.62726342	3.84110908
3	Chemistry	Female	2.41329976	1.51851394	3.33765889	2.48144263	2.26245109	2.60959441	2.40993312	1.66275783	3.79351101	3.99440515
2	Chemistry	Female	2.31386722	1.51851394	3.19728056	2.62531245	2.39269695	2.50920252	2.46686762	1.69019608	3.75197157	3.94393946
1	Chemistry	Female	2.53402611	1.88649073	3.28936595	3.19562294	2.96142109	2.73319727	2.92376196	2.09691001	3.86254877	4.13462329
5	Chinese_Lang._&_Cultures	Female	1.51851394	0	3.02897771	0	0	1.11394335	0	0	0.69897	3.04883009
4	Chinese_Lang._&_Cultures	Female	0.69897	0	2.13672057	0	0	0.69897	0	0	1.14612804	2.20139712
3	Chinese_Lang._&_Cultures	Female	0.90308999	0	1.50514998	0	0	0.30103	0	0	0.90308999	1.69019608
2	Chinese_Lang._&_Cultures	Female	0	0	0.90308999	0	0	0.30103	0	0	0.90308999	1.23044892
1	Chinese_Lang._&_Cultures	Female	0	0	1.04139269	0	0	0	0	0	1	1.41497335
5	Computer_Science_A	Female	0.90308999	0.47712125	2.19589965	0.60205999	0.60205999	1.17609126	0.90308999	0	2.31175386	2.59879051
4	Computer_Science_A	Female	0.90308999	0.47712125	2.2764618	1	0.84509804	1.23044892	1.20411998	0.30103	2.39445168	2.6919651
3	Computer_Science_A	Female	0.90308999	0	2.09691001	1.14612804	1.04139269	1.07918125	1.14612804	0.60205999	2.29003461	2.57518784
2	Computer_Science_A	Female	0.60205999	0.30103	1.93951925	1.04139269	1.23044892	1.17609126	1	0.47712125	2.08278537	2.41830129
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
5	Computer_Science_AB	Female	0.69897	0	1.86923172	0.47712125	0.30103	1.07918125	0.69897	0	1.92941893	2.25527251
4	Computer_Science_AB	Female	0.30103	0	1.69019608	0.47712125	0.60205999	0.77815125	0.69897	0	1.8260748	2.11394335
3	Computer_Science_AB	Female	0.30103	0	1.69897	0.47712125	0.47712125	0.84509804	0.60205999	0	1.63346846	2.02530587
2	Computer_Science_AB	Female	0.69897	0	1.32221929	0.30103	0.30103	0.47712125	0.60205999	0.30103	1.34242268	1.73239376
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
5	Economics_Macro	Female	1.77085201	0.69897	2.86391738	1.38021124	1.53147892	1.98227123	1.71600334	0.95424251	3.16672606	3.39269695
4	Economics_Macro	Female	2.15836249	0.95424251	3.05728564	2.14612804	2.1172713	2.30963017	2.2787536	1.20411998	3.51653537	3.72032472
3	Economics_Macro	Female	2.02938378	1.11394335	2.90091307	2.23044892	2.17609126	2.18752072	2.21484385	1.43136376	3.39550112	3.60841905
2	Economics_Macro	Female	2.13987909	1.23044892	2.89542255	2.3283796	2.4345689	2.24551267	2.42651126	1.62324929	3.44963265	3.67384998
1	Economics_Macro	Female	2.42160393	1.62324929	3.03181227	3.0277572	2.99694925	2.52374647	3.04375513	1.97772361	3.62695595	3.96397661
5	Economics_Micro	Female	1.65321251	0	2.64443859	1.20411998	1.04139269	1.67209786	1.25527251	0.60205999	2.91750551	3.14674801
4	Economics_Micro	Female	2	0.69897	2.89597473	1.92941893	1.81954394	2.10720997	1.90308999	1.11394335	3.32510498	3.5276299
3	Economics_Micro	Female	1.92427929	1	2.78175537	2.06818586	1.99563519	2.09691001	1.93449845	1.38021124	3.28981184	3.49009901
2	Economics_Micro	Female	1.87506126	1	2.58771097	2.09342169	2.09342169	1.95904139	1.94939001	1.25527251	3.18977096	3.39058188
1	Economics_Micro	Female	2.10720997	1.2787536	2.71096312	2.77959649	2.54530712	2.15228834	2.5276299	1.86332286	3.29181269	3.61447537
5	English_Lang._&_Composition	Female	2.60314437	1.5797836	3.32633586	2.40993312	2.30749604	2.83947805	2.57634135	1.76342799	4.04680721	4.18398122
4	English_Lang._&_Composition	Female	2.91115761	2.10037055	3.55606116	2.93196611	2.84757266	3.11527759	3.00130093	2.18752072	4.35495315	4.49408499
3	English_Lang._&_Composition	Female	3.17724784	2.49415459	3.74702318	3.43901673	3.36436335	3.309843	3.38381537	2.54530712	4.57865067	4.74168724
2	English_Lang._&_Composition	Female	3.19423675	2.62736586	3.70018433	3.75243261	3.71575272	3.31722735	3.62736586	2.72181062	4.47875402	4.73879641
1	English_Lang._&_Composition	Female	2.78247262	2.27184161	3.0838608	3.62407573	3.47769993	2.79239169	3.41979059	2.29885308	3.78189892	4.27207379
5	English_Lit._&_Composition	Female	2.63848926	1.44715803	3.25623653	2.31386722	2.22271647	2.77670118	2.41329976	1.74036269	4.01165501	4.14038232
4	English_Lit._&_Composition	Female	3.04414762	2.10720997	3.61857103	3.01786772	2.84633711	3.15956719	2.98542647	2.20682588	4.47357455	4.59609104
3	English_Lit._&_Composition	Female	3.22530928	2.48287358	3.75457766	3.47813343	3.29600667	3.30835095	3.34596154	2.60959441	4.64510773	4.78866321
2	English_Lit._&_Composition	Female	3.19089172	2.63748973	3.70646174	3.82203725	3.60487377	3.29972515	3.56655533	2.80002936	4.50780192	4.75001442
1	English_Lit._&_Composition	Female	2.66181269	2.19865709	3.04960561	3.66511174	3.27600199	2.70757018	3.27760921	2.34830486	3.65839303	4.18822517
5	Environmental_Science	Female	1.89762709	0.60205999	2.53402611	1.2787536	1.38021124	1.96378783	1.67209786	0.90308999	3.22115332	3.35621713
4	Environmental_Science	Female	2.24303805	1.34242268	2.83884909	2.10037055	2.01703334	2.38201704	2.24551267	1.462398	3.62777538	3.76335311
3	Environmental_Science	Female	2.18752072	1.25527251	2.73719264	2.22010809	2.11058971	2.29666519	2.23044892	1.50514998	3.55930801	3.70156799
2	Environmental_Science	Female	2.20411998	1.51851394	2.74429298	2.38738983	2.27415785	2.29003461	2.43136376	1.56820172	3.57379958	3.73415951
1	Environmental_Science	Female	2.53275438	1.77815125	2.99607365	3.11327469	2.85125835	2.63447727	3.01114736	2.08990511	3.74350976	4.02168535
5	European_History	Female	2.12385164	0.90308999	2.91381385	1.77085201	1.76342799	2.33041377	2.07554696	0.95424251	3.54678935	3.69319915
4	European_History	Female	2.40654018	1.39794001	3.09725731	2.26481782	2.14921911	2.59549622	2.41664051	1.62324929	3.79705969	3.94507449
3	European_History	Female	2.7176705	1.81954394	3.35276119	2.75815462	2.66181269	2.90579588	2.80140371	2.00432137	4.1029137	4.25715038
2	European_History	Female	2.24054925	1.50514998	2.86391738	2.45024911	2.37474835	2.35602586	2.43616265	1.66275783	3.61129836	3.78390358
1	European_History	Female	2.63548375	1.83884909	3.15563963	3.06220581	2.98362629	2.78675142	2.92012333	2.13672057	3.87737135	4.11932189
5	French:_Language	Female	1.77085201	0	2.13033377	1.96378783	1.23044892	2.08278537	1.83884909	0.77815125	2.98181861	3.16166741
4	French:_Language	Female	1.94939001	0.47712125	2.43933269	2.02938378	1.59106461	2.20139712	1.94939001	0.95424251	3.16435286	3.34674405
3	French:_Language	Female	2.1271048	0.90308999	2.72263392	2.27415785	2.07554696	2.31175386	2.29885308	0.77815125	3.45621416	3.62716095
2	French:_Language	Female	2.04139269	0.77815125	2.5390761	2.161368	2.10037055	2.13353891	2.14612804	0.84509804	3.29534715	3.47450764
1	French:_Language	Female	1.93951925	0.90308999	2.48995848	2.32633586	2.37474835	2.1430148	2.32221929	1.25527251	3.23375736	3.46612587
5	French:_Literature	Female	1.36172784	0	1.47712125	1	0.47712125	1.36172784	1	0	2.34439227	2.49831055
4	French:_Literature	Female	1.07918125	0	1.64345268	1.25527251	0.47712125	1.20411998	0.90308999	0	2.35024802	2.50514998
3	French:_Literature	Female	1.14612804	0	1.59106461	1.34242268	0.60205999	1.32221929	0.95424251	0	2.34242268	2.50920252
2	French:_Literature	Female	0.90308999	0	1.41497335	0.95424251	0.77815125	1.23044892	1.04139269	0	2.16731733	2.33845649
1	French:_Literature	Female	0.84509804	0	1.2787536	1.04139269	0.47712125	0.69897	1.07918125	0	2.06069784	2.22271647
5	German:_Language	Female	1.34242268	0.30103	1.43136376	1.11394335	0	1.32221929	0.84509804	0	2.62838893	2.7084209
4	German:_Language	Female	1.17609126	0.47712125	1.50514998	1	0.60205999	1.39794001	1.14612804	0.30103	2.63748973	2.72509452
3	German:_Language	Female	1.07918125	0.30103	1.51851394	1.07918125	0.69897	1.23044892	1.20411998	0.60205999	2.62736586	2.71349054
2	German:_Language	Female	1.23044892	0.30103	1.462398	0.77815125	1.11394335	1.38021124	0.95424251	0.47712125	2.60745502	2.69897
1	German:_Language	Female	1	0.30103	1.17609126	1.2787536	1.04139269	1.07918125	1.20411998	0.47712125	2.34044411	2.47567119
5	Government_Politics_Comp.	Female	1.30103	0	2.06818586	1.07918125	1.04139269	1.43136376	1.41497335	0.69897	2.75891189	2.89486966
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
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
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
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
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
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
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
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
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
5	Human_Geography	Female	1.462398	0.47712125	2.25527251	1.63346846	1.32221929	1.72427587	1.62324929	0.95424251	2.97266559	3.11760269
4	Human_Geography	Female	1.84509804	0.95424251	2.51851394	2.05307844	1.5797836	1.97312785	2.0211893	1	3.23829707	3.39654804
3	Human_Geography	Female	1.91381385	1.07918125	2.55990663	2.26717173	1.91907809	2.14612804	2.33041377	1.59106461	3.33264041	3.5133508
2	Human_Geography	Female	1.86332286	1.25527251	2.38560627	2.35793485	2.05307844	2.05690485	2.29446623	1.462398	3.20978301	3.41962536
1	Human_Geography	Female	2.29003461	1.41497335	2.61909333	3.06032003	2.6009729	2.40312052	2.75891189	2.10380372	3.43200669	3.76604086
5	Italian_Language	Female	0.60205999	0	0.69897	0.30103	0.60205999	0.77815125	1.43136376	0.47712125	1.89762709	2.08990511
4	Italian_Language	Female	0.77815125	0	0.30103	0.47712125	0.90308999	0.60205999	1.49136169	0.30103	1.89762709	2.10720997
3	Italian_Language	Female	0.90308999	0	1.23044892	0.47712125	0.95424251	1	1.70757018	0.77815125	2.20951501	2.41329976
2	Italian_Language	Female	1.07918125	0	0.95424251	0.60205999	0.84509804	0.95424251	1.47712125	0.47712125	2.17026172	2.33243846
1	Italian_Language	Female	1.23044892	0	1.07918125	0.84509804	0.95424251	1	1.17609126	0.90308999	2.33645973	2.45939249
5	Japanese_Lang._&_Culture	Female	0.84509804	0	2.26951294	0	0	1.20411998	0	0	1.30103	2.35602586
4	Japanese_Lang._&_Culture	Female	0.47712125	0	1.65321251	0	0.30103	0.47712125	0.30103	0	1.20411998	1.8260748
3	Japanese_Lang._&_Culture	Female	0.95424251	0	2.02938378	0.77815125	0.47712125	1	0.60205999	0	1.59106461	2.23552845
2	Japanese_Lang._&_Culture	Female	0.47712125	0	1.5797836	0.69897	0.30103	0.90308999	0	0	1.462398	1.90308999
1	Japanese_Lang._&_Culture	Female	0.69897	0	1.84509804	0.60205999	0.47712125	0.90308999	0.77815125	0	1.78532984	2.18184359
5	Latin:_Literature	Female	0.95424251	0.30103	1.66275783	1	0.47712125	1.14612804	0.69897	0.30103	2.26245109	2.42488164
4	Latin:_Literature	Female	1	0	1.70757018	1.07918125	0.30103	1.17609126	0.47712125	0.30103	2.33243846	2.48144263
3	Latin:_Literature	Female	1.25527251	0.47712125	1.81954394	1.17609126	0.69897	1.38021124	0.90308999	0.30103	2.56937391	2.70243054
2	Latin:_Literature	Female	1.17609126	0.60205999	1.53147892	1.14612804	0.95424251	1.07918125	0.69897	0	2.39269695	2.52244423
1	Latin:_Literature	Female	1.23044892	0.60205999	1.8920946	1.38021124	1	1.44715803	1.44715803	0.47712125	2.60422605	2.76789762
5	Latin:_Vergil	Female	1.34242268	0	1.8260748	1	0.47712125	1.34242268	0.90308999	0.30103	2.49136169	2.64048144
4	Latin:_Vergil	Female	1.2787536	0.30103	1.81954394	1	0	1.30103	0.77815125	0.47712125	2.43933269	2.59549622
3	Latin:_Vergil	Female	1.36172784	0.69897	1.8260748	1.14612804	1	1.462398	1.11394335	0.69897	2.62838893	2.76566855
2	Latin:_Vergil	Female	1	0.69897	1.59106461	1.32221929	1	1.32221929	1.07918125	0.47712125	2.53275438	2.65705585
1	Latin:_Vergil	Female	1.30103	0.69897	1.59106461	1.2787536	1.11394335	1.17609126	1.17609126	0	2.54777471	2.673942
5	Music_Theory	Female	1.32221929	0	2.2121876	1.07918125	0.90308999	1.38021124	1.11394335	0.30103	2.7355989	2.8920946
4	Music_Theory	Female	1.5563025	0.47712125	2.21748394	1.23044892	0.90308999	1.39794001	1.20411998	0.47712125	2.83378437	2.97634998
3	Music_Theory	Female	1.56820172	0.95424251	2.30103	1.60205999	1.2787536	1.66275783	1.76342799	1.07918125	3.02938378	3.17114115
2	Music_Theory	Female	1.61278386	1.07918125	2.31386722	2.06445799	1.56820172	1.88081359	1.80617997	1.23044892	3.01535976	3.20330492
1	Music_Theory	Female	1.38021124	0.69897	1.85125835	2.10037055	1.50514998	1.36172784	1.86332286	1.20411998	2.61909333	2.8909796
5	Physics_B	Female	1.66275783	0.30103	2.77597433	1	1.14612804	1.81291336	1.44715803	0.84509804	3.03981055	3.2688119
4	Physics_B	Female	1.77815125	0.90308999	2.81888541	1.63346846	1.41497335	1.97312785	1.5797836	0.84509804	3.19893187	3.39932753
3	Physics_B	Female	2.15836249	1.17609126	3.03140846	2.05307844	2.06069784	2.25042	2.09691001	1.47712125	3.49108141	3.68886457
2	Physics_B	Female	2.00432137	1.04139269	2.87273883	2.29446623	2.1172713	2.11058971	2.16731733	1.41497335	3.38327665	3.59073041
1	Physics_B	Female	2.1903317	1.62324929	2.92531209	2.79379038	2.70329138	2.32428246	2.64836001	1.56820172	3.38792347	3.72378394
5	Physics_C:_Elec._&_Magnet.	Female	1.30103	0.30103	2.38381537	0.77815125	0.60205999	1.14612804	0.95424251	0.47712125	2.51188336	2.79028516
4	Physics_C:_Elec._&_Magnet.	Female	1.14612804	0.69897	2.29225607	1.04139269	0.60205999	1.54406804	1.14612804	0.30103	2.54406804	2.79448805
3	Physics_C:_Elec._&_Magnet.	Female	1	0.30103	2.00432137	0.60205999	0.69897	1.11394335	0.77815125	0.47712125	2.29446623	2.52244423
2	Physics_C:_Elec._&_Magnet.	Female	1.23044892	0.30103	2.11058971	1.14612804	0.90308999	1.11394335	1.14612804	0.30103	2.49554434	2.70243054
1	Physics_C:_Elec._&_Magnet.	Female	0.90308999	0.60205999	1.98227123	1.07918125	1.11394335	1.07918125	1.14612804	0.30103	2.31175386	2.55388303
5	Physics_C:_Mechanics	Female	1.59106461	0.30103	2.65030752	1	0.77815125	1.5797836	1.30103	0.47712125	2.84260924	3.09795107
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
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
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
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
5	Psychology	Female	2.54777471	1.53147892	3.30770992	2.42813479	2.13672057	2.70243054	2.56584782	1.86332286	3.99960896	4.13833428
4	Psychology	Female	2.71432976	1.95904139	3.35372394	2.86923172	2.54032947	2.86332286	2.84509804	2.07188201	4.12309996	4.27348741
3	Psychology	Female	2.58883173	1.86332286	3.19589965	2.92941893	2.57518784	2.74272513	2.82282165	2.10037055	4.01426846	4.17397253
2	Psychology	Female	2.4785665	1.65321251	2.99211149	2.92220628	2.56702637	2.55022835	2.75891189	1.93951925	3.82633401	4.01051196
1	Psychology	Female	2.70070372	1.90848502	3.17868924	3.42422807	3.01452054	2.80753503	3.16820275	2.30749604	3.89580915	4.20300567
5	Spanish_Language	Female	2.5390761	0.60205999	2.72098574	1.81954394	3.68322721	2.4440448	3.66726612	2.38560627	3.35140975	4.11961875
4	Spanish_Language	Female	2.7176705	1.20411998	2.94497591	2.20411998	3.75989437	2.56702637	3.64127576	2.50242712	3.61573969	4.21793117
3	Spanish_Language	Female	2.59879051	1.32221929	2.88479536	2.37106786	3.5895028	2.49692965	3.42862067	2.33041377	3.59824319	4.09600574
2	Spanish_Language	Female	2.56466606	1.43136376	2.92634245	2.54282543	3.45893986	2.5390761	3.29336255	2.2764618	3.64443859	4.05560765
1	Spanish_Language	Female	2.55990663	1.53147892	2.93851973	2.94792362	3.25791845	2.5563025	3.15014216	2.2278867	3.69749089	4.0366289
5	Spanish_Literature	Female	1.41497335	0.30103	1.75587486	0.84509804	2.45636603	1.462398	2.59439255	1.17609126	2.39967372	3.02448567
4	Spanish_Literature	Female	1.90308999	0	1.96848295	1.30103	2.95856388	1.65321251	2.87157294	1.49136169	2.61278386	3.36642296
3	Spanish_Literature	Female	1.88081359	0	1.83250891	1.36172784	3.11494442	1.64345268	2.97220284	1.54406804	2.52244423	3.44916973
2	Spanish_Literature	Female	1.61278386	0.47712125	1.47712125	1.11394335	2.87098881	1.32221929	2.72672721	1.34242268	2.08990511	3.18212921
1	Spanish_Literature	Female	1.93449845	0.47712125	1.462398	1.56820172	2.99431715	1.51851394	2.87794695	1.80617997	2.27415785	3.33725954
5	Statistics	Female	2.01283722	0.77815125	3.01535976	1.62324929	1.62324929	2.06818586	1.69897	1.04139269	3.45239985	3.62664827
4	Statistics	Female	2.34635297	1.30103	3.20682588	2.25767857	2.02938378	2.42651126	2.28330123	1.50514998	3.81304697	3.96023287
3	Statistics	Female	2.46982202	1.67209786	3.25887663	2.56348109	2.39619935	2.58546073	2.51054501	1.75587486	3.95279244	4.09691001
2	Statistics	Female	2.42488164	1.59106461	3.06182931	2.63346846	2.45939249	2.46089784	2.54654266	1.70757018	3.78859256	3.95453194
1	Statistics	Female	2.58883173	1.85125835	3.22323627	3.23628528	2.9498777	2.67577834	2.96236934	2.11394335	3.85865748	4.12968989
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
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
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
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
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
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
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
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
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
1	Studio_Art:_3-D_Design	Female	0	0.30103	1	1.25527251	0.77815125	0.60205999	0.90308999	0	1.79239169	2.01703334
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
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
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
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
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
5	US_History	Female	2.69284692	1.462398	3.47683163	2.52374647	2.37657696	2.87448182	2.62736586	1.83250891	4.08895073	4.24546331
4	US_History	Female	2.94546859	2.02938378	3.63083452	3.00732095	2.84447718	3.14426277	2.924796	2.24551267	4.37188025	4.51753897
3	US_History	Female	3.00173371	2.28555731	3.61489722	3.26102483	3.12483015	3.18098558	3.1360861	2.34439227	4.43399372	4.58811477
2	US_History	Female	3.12645611	2.50785587	3.67788058	3.54715912	3.45362407	3.26054837	3.36097188	2.5774918	4.50327303	4.69143515
1	US_History	Female	3.10037055	2.53402611	3.55388303	3.8274339	3.70910028	3.19256745	3.61246596	2.72509452	4.28155603	4.62656618
5	World_History	Female	2.07554696	1.04139269	2.9360108	2.14921911	1.78532984	2.37474835	2.10720997	1.30103	3.52569252	3.69258256
4	World_History	Female	2.26007139	1.56820172	3.10822666	2.53655844	2.26717173	2.57634135	2.46538285	1.62324929	3.73679475	3.91323087
3	World_History	Female	2.53529412	1.77085201	3.30899103	2.91434316	2.70415052	2.77959649	2.84447718	2.04532298	3.93490226	4.13918618
2	World_History	Female	2.5899496	1.92941893	3.26197619	3.07954301	2.97818052	2.83378437	2.98542647	2.14612804	3.91745299	4.16148779
1	World_History	Female	2.66558099	1.90848502	3.10243371	3.40380661	3.26834391	2.73957234	3.25309559	2.32014629	3.75258618	4.158272

2007 AP Exam Scores (Percentage of Students)

The table below contains the numbers of students and their relative proportion (percent).

		Examination Grade					Summary Statistics
Disciplines	Sample Size	5	4	3	2	1	Number of Students	3 or Higher / %	Mean Grade	Standard Deviation
Art History	N	2286	4243	5006	3550	3751	18836	11535	2.88	1.3
	% At	12.13633468	22.52601402	26.57676789	18.84688894	19.91399448		61.23911659
Biology	N	27996	29338	30749	33664	23049	144796	88083	3.04	1.36
	% At	19.33478825	20.26160944	21.23608387	23.24926103	15.91825741		60.83248156
Calculus AB	N	44409	39682	40448	32704	54450	211693	124539	2.94	1.49
	% At	20.97802006	18.74506951	19.10691426	15.44878669	25.72120949		58.83000383
Calculus BC	N	27949	11489	12095	4090	8688	64311	51533	3.71	1.42
	% At	43.4591283	17.86475098	18.80704701	6.359720732	13.50935299		80.13092628
Calculus AB Subscores	N	32268	14168	8915	4222	4738	64311	55351	4.01	1.25
	% At	50.17493119	22.0304458	13.86232526	6.564973333	7.367324408		86.06770226
Chemistry	N	14820	17462	22321	17928	24605	97136	54603	2.79	1.39
	% At	15.25695931	17.97685719	22.97912206	18.45659694	25.3304645		56.21293856
Chinese Language (Total Group)	N	2643	386	146	36	50	3261	3175	4.7	0.74
	% At	81.04875805	11.83685986	4.477154247	1.103955842	1.533272002		97.36277216
Chinese Language (Standard Group)**	N	177	71	60	24	31	363	308	3.93	1.3
	% At	48.76033058	19.55922865	16.52892562	6.611570248	8.539944904		84.84848485
Computer Science A	N	2902	3434	2178	1433	5102	15049	8514	2.84	1.56
	% At	19.28367333	22.81879195	14.47272244	9.522227391	33.90258489		56.57518772
Computer Science AB	N	1682	997	926	473	986	5064	3605	3.38	1.5
	% At	33.21484992	19.68799368	18.28593997	9.340442338	19.47077409		71.18878357
Economics - Macro	N	8462	14693	9881	10311	16769	60116	33036	2.8	1.43
	% At	14.0761195	24.44108058	16.43655599	17.15183978	27.89440415		54.95375607
Economics - Micro	N	6080	10300	7766	5459	7778	37383	24146	3.04	1.38
	% At	16.26407725	27.55263087	20.77414868	14.60289436	20.80624883		64.59085681
English Language	N	25840	51720	88529	85517	30624	282230	166089	2.85	1.12
	% At	9.155653191	18.32547922	31.36767884	30.30046416	10.85072459		58.84881125
English Literature	N	20829	62283	99267	90050	26049	298478	182379	2.87	1.06
	% At	6.978403768	20.86686456	33.25772754	30.16972775	8.727276382		61.10299587
Environmental Science	N	5670	12092	9383	9183	16088	52416	27145	2.66	1.4
	% At	10.81730769	23.06929182	17.90102259	17.51945971	30.69291819		51.7876221
European History	N	10800	18314	34823	10910	22195	97042	63937	2.84	1.28
	% At	11.12920179	18.87224089	35.8844624	11.24255477	22.87154016		65.88590507
French Language (Total Group)**	N	2743	3655	6643	4361	4307	21709	13041	2.82	1.28
	% At	12.63531254	16.83633516	30.60021189	20.08844258	19.83969782		60.0718596
French Language (Standard Group)**	N	1244	2510	5331	3816	3928	16829	9085	2.6	1.2
	% At	7.392001901	14.91473052	31.67746152	22.6751441	23.34066195		53.98419395
French Literature	N	501	487	480	337	263	2068	1468	3.3	1.34
	% At	24.22630561	23.54932302	23.21083172	16.2959381	12.71760155		70.98646035
German Language (Total Group)**	N	1316	1160	1158	1043	720	5397	3634	3.24	1.36
	% At	24.38391699	21.49342227	21.45636465	19.32555123	13.34074486		67.33370391
German Language (Standard Group)**	N	342	760	938	885	635	3560	2040	2.8	1.23
	% At	9.606741573	21.34831461	26.34831461	24.85955056	17.83707865		57.30337079
Government & Politics Comparative	N	2188	2635	3000	3039	2496	13358	7823	2.92	1.35
	% At	16.37969756	19.72600689	22.45845186	22.75041174	18.68543195		58.56415631
Government & Politics United States	N	9705	30488	43245	51620	25920	160978	83438	2.67	1.13
	% At	6.028774118	18.93923393	26.86391929	32.06649356	16.1015791		51.83192734
Human Geography	N	3249	5183	6320	4724	9529	29005	14752	2.58	1.39
	% At	11.20151698	17.86933287	21.78934666	16.2868471	32.85295639		50.86019652
Italian Language (Total Group)	N	252	209	393	329	459	1642	854	2.67	1.4
	% At	15.34713764	12.72838002	23.93422655	20.0365408	27.95371498		52.00974421
Italian Language (Standard Group)**	N	85	138	311	292	433	1259	534	2.32	1.24
	% At	6.751389992	10.96108022	24.70214456	23.19301033	34.3923749		42.41461477
Japanese Language (Total Group)**	N	724	154	314	152	323	1667	1192	3.48	1.57
	% At	43.43131374	9.23815237	18.83623275	9.118176365	19.37612478		71.50569886
Japanese Language (Standard Group)**	N	102	66	182	99	218	667	350	2.6	1.42
	% At	15.29235382	9.895052474	27.28635682	14.84257871	32.68365817		52.47376312
Latin Literature	N	508	549	962	612	1140	3771	2019	2.65	1.39
	% At	13.47122779	14.55847255	25.51047468	16.22911695	30.23070804		53.54017502
Latin Vergil	N	937	911	1229	931	921	4929	3077	3	1.37
	% At	19.00994116	18.4824508	24.9340637	18.88821262	18.68533171		62.42645567
Music Theory	N	2210	2263	3400	3517	1804	13194	7873	2.97	1.29
	% At	16.7500379	17.15173564	25.76928907	26.65605578	13.67288161		59.6710626
Music Theory Aural Subscore	N	2184	2296	3219	3767	1728	13194	7699	2.96	1.28
	% At	16.55297863	17.40184933	24.39745339	28.55085645	13.09686221		58.35228134
Music Theory Nonaural Subscore	N	2240	2305	3398	3461	1790	13194	7943	2.98	1.29
	% At	16.97741398	17.47006215	25.75413067	26.23162043	13.56677278		60.20160679
Physics B	N	8869	9279	14931	10210	11601	54890	33079	2.88	1.35
	% At	16.15777009	16.90471853	27.20167608	18.60083804	21.13499727		60.26416469
Physics C E&M	N	3787	2871	1354	1890	1290	11192	8012	3.53	1.4
	% At	33.83666905	25.65225161	12.09792709	16.88706219	11.52609006		71.58684775
Physics C Mechanics	N	6877	6669	5268	3699	3801	26314	18814	3.35	1.38
	% At	26.13437714	25.34392339	20.01976134	14.05715589	14.44478225		71.49806187
Psychology	N	21833	30430	23851	15902	24112	116128	76114	3.09	1.41
	% At	18.80080601	26.20384403	20.53854368	13.69351061	20.76329567		65.54319372
Spanish Language (Total Group)	N	20397	25383	19464	17892	18063	101199	65244	3.12	1.39
	% At	20.1553375	25.08226366	19.23339163	17.6800166	17.8489906		64.4709928
Spanish Language (Standard Group)**	N	4299	8269	8085	9230	11290	41173	20653	2.64	1.34
	% At	10.44130862	20.0835499	19.63665509	22.41760377	27.42088262		50.16151361
Spanish Literature	N	1757	3464	4207	2277	3616	15321	9428	2.83	1.32
	% At	11.46791985	22.60949024	27.45904314	14.86195418	23.60159259		61.53645323
Statistics	N	11643	21076	24922	16755	23637	98033	57641	2.8	1.34
	% At	11.87661298	21.49888303	25.42205176	17.09118358	24.11126865		58.79754776
Studio Art Drawing	N	1681	2470	5043	3546	818	13558	9194	3.05	1.09
	% At	12.39858386	18.21802626	37.19575159	26.15430004	6.03333825		67.81236171
Studio Art 2-D Design	N	1494	2861	4665	3674	716	13410	9020	3.06	1.07
	% At	11.1409396	21.33482476	34.78747204	27.39746458	5.339299031		67.26323639
Studio Art 3-D Design	N	223	324	935	665	173	2320	1482	2.9	1.05
	% At	9.612068966	13.96551724	40.30172414	28.6637931	7.456896552		63.87931034
United States History	N	37110	66325	74153	87268	68706	333562	177588	2.75	1.29
	% At	11.125368	19.88385967	22.23064977	26.16245256	20.59767		53.23987744
World History	N	11461	17183	26616	24773	21942	101975	55260	2.72	1.28

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