SOCR Data Oct2009 ID NI

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SOCR Datasets - Normal and Schizophrenia Neuroimaging study of Children

Data Overview

Children Neuroimaging Data

This is a neuroimaging study of childhood-onset schizophrenia. It uses automated volumetric data processing to obtain different volume measures of local anatomy for schizophrenia patients and age-matched normal controls. The goals of the study were to identify associations and relationships between neuroimaging biomarkers and various subject demographics and traits.

SOCR Charts and SOCR MotionCharts may be used to render dynamic visualizations of these data. SOCR Charts help is available here. SOCR Analyses (e.g., Multivariate Regression Analysis, ANOVA, etc.) may be used to fit models and quantitative assessment of relations between different variables. SOCR Analyses help is available here.

Data Description

  • Subject: Subject identifier
  • Age: Subject Age
  • DX: Subject diagnosis (Normals=1; Schizophrenia=2)
  • Sex: Subject gender (Male=1; female=2)
  • FS_IQ: Subject Intelligence Quotient (IQ)
  • TBV: Total Brain Volume
  • GMV: Total Gray Matter Volume
  • WMV: TOtal White MAtter VOlume
  • CSF: Total Cerebrospinal Fluid
  • Background: Background volume
  • L_superior_frontal_gyrus, R_superior_frontal_gyrus, ..., brainstem: 56 regional cortical and subcortical volumes (region anatomical names are encoded in the column heading).

Data

Subject Age DX Sex FS_IQ TBV GMV WMV CSF Background L_superior_frontal_gyrus R_superior_frontal_gyrus L_middle_frontal_gyrus R_middle_frontal_gyrus L_inferior_frontal_gyrus R_inferior_frontal_gyrus L_precentral_gyrus R_precentral_gyrus L_middle_orbitofrontal_gyrus R_middle_orbitofrontal_gyrus L_lateral_orbitofrontal_gyrus R_lateral_orbitofrontal_gyrus L_gyrus_rectus R_gyrus_rectus L_postcentral_gyrus R_postcentral_gyrus L_superior_parietal_gyrus R_superior_parietal_gyrus L_supramarginal_gyrus R_supramarginal_gyrus L_angular_gyrus R_angular_gyrus L_precuneus R_precuneus L_superior_occipital_gyrus R_superior_occipital_gyrus L_middle_occipital_gyrus R_middle_occipital_gyrus L_inferior_occipital_gyrus R_inferior_occipital_gyrus L_cuneus R_cuneus L_superior_temporal_gyrus R_superior_temporal_gyrus L_middle_temporal_gyrus R_middle_temporal_gyrus L_inferior_temporal_gyrus R_inferior_temporal_gyrus L_parahippocampal_gyrus R_parahippocampal_gyrus L_lingual_gyrus R_lingual_gyrus L_fusiform_gyrus R_fusiform_gyrus L_insular_cortex R_insular_cortex L_cingulate_gyrus R_cingulate_gyrus L_caudate R_caudate L_putamen R_putamen L_hippocampus R_hippocampus cerebellum brainstem
27 13.66 1 1 118 1663407.38 654980.63 840873.5 167553.38 8362250.5 67276.1 66078.7 63661 67684 29367.7 25693.2 30471.4 34527.6 8294 9723.3 6815.5 4959.9 2180 2458.8 23125.8 20692.1 22016.3 24604.3 15130 15955 17463.2 20256.8 14976.9 14053.7 6550.4 6878.3 19486.7 21535.3 8896.1 12040.5 5630.6 7385.6 31922.5 30222.3 30233.8 30418.9 23115.5 27490.4 6772.1 6461.3 15608.8 18191 17754.5 14817 10053.5 9669.6 16569.7 16524 1566.5 2391.4 4555.5 2473.7 5133.6 4741.7 168778.2 31055.3
106 14.76 1 1 116 1583940.38 527917.5 851560 204462.78 8586107 19866.1 17346.4 11056.3 7676 6049.7 5124.7 1352.1 1837.3 746.7 533.7 607.5 41.1 329.1 298.5 166.6 408.2 3850.7 3090.2 1492.4 1576.8 476.7 2430 1724.4 1595.7 25.3 54.8 1150.7 1714.9 587.5 1243.5 190.9 372.3 4117.5 9922.5 2174.8 2293.9 715.1 513.6 946.1 703.5 1862.6 2034.5 856.4 1633.7 4523.6 1209.7 2085.1 2595.6 142.4 395.5 5827.1 1042 859.6 534.7 103469.1 15778.1
139 13.73 1 2 107 1299469.88 550035.38 614598.06 134836.53 8627510 15450.1 14219.3 8647.4 6463.1 6370.3 4772.5 1307.8 1504 528.4 400.8 593.8 33.8 277.4 285.8 163.5 287.9 2770.7 3415.1 1177 1115.9 312.2 1803.5 1120.1 1161.2 29.5 51.7 931.3 1402.7 469.3 1000.9 173 318.5 3152.5 8239.2 1758.2 1863.6 528.4 402.9 723.5 632.8 1378.5 1801.4 773.1 1267.7 3884.4 1033.6 1502.9 1969.1 143.4 290 4789.3 937.6 664.5 456.7 89233.9 13863.9
143 15.09 1 1 107 1535136.75 599371.5 780127.06 155638.14 8607550 15482.8 13941.9 11252.5 9433.1 6636.1 4764 1280.4 1681.2 778.4 586.4 749.9 45.4 226.8 295.3 183.5 271.1 2531.2 3480.5 1269.8 1401.7 370.2 1937.5 826.9 705.6 33.8 55.9 1125.4 1701.2 536.8 1178.1 218.3 340.7 3534.3 9403.6 2306.6 2059.8 653.9 551.6 956.6 705.6 1611.6 2023.9 840.6 1277.2 4079.5 1141.2 1736 2009.2 147.7 353.3 4546.8 907 892.3 550.5 93754.3 18444.4
172 14.527 1 2 107 1431890.25 593306.06 695296.38 143287.75 8617899 18538.2 17094.4 10253.7 7201.4 6979.9 5692.1 1094.8 1607.3 803.7 436.6 759.4 31.6 335.4 319.6 159.3 303.8 3089.2 3272.7 1016.7 1558.8 355.4 2153.7 1103.2 1250.9 26.4 72.8 1062.1 1571.5 525.2 1120.1 234.1 357.5 3803.2 9395.2 2268.6 2146.3 735.1 514.7 841.6 720.4 1721.2 1901.6 790 1166.5 4316.8 1133.8 1602.1 2063 159.3 311.1 5003.4 906 754.1 529.5 79980.1 16316
184 15.3292 1 1 100 1578697.5 822056.19 546394.56 210246.69 8593510 16515.4 15956.4 8550.4 5537.1 6530.6 4788.3 1202.3 1110.6 754.1 537.9 721.4 41.1 311.1 478.8 232 299.5 2927.8 3966.7 1226.6 2087.2 434.5 2724.3 1200.2 1326.8 33.8 77 1151.7 1830.9 602.2 1272 260.5 360.7 3044.9 9372 1839.4 1499.8 601.2 419.8 815.3 743.6 1475.5 2244.4 835.3 1540.9 5076.2 1423.8 1813 2244.4 139.2 342.8 6233.2 934.5 817.4 564.3 109381.6 15397.4
185 14.41 1 1 94 1453510.25 534555.69 730154.94 188799.63 8624978 17285.3 15062 8460.7 6282.8 4791.4 3742 1199.2 1584.1 783.6 508.4 562.1 25.3 246.8 264.7 156.1 283.7 2469 2377.3 901.8 1110.6 332.2 1622.1 1070.5 1076.8 25.3 71.7 981.9 1482.9 488.3 1078.9 231 328 3730.4 8867.8 1910 1823.6 598 435.6 800.5 681.3 1455.5 1626.3 955.5 1547.2 4081.6 1188.6 1835.2 2445.8 198.3 313.2 4769.3 801.6 752 550.5 90110.4 14016.8
198 9.5633 1 1 114 1650347.75 608916.44 860876 180555.13 8631722 18709.1 20008.5 8385.8 7555.8 9224.3 5770.2 1260.4 1591.5 796.3 439.8 889.1 50.6 297.4 356.5 206.7 284.8 3642.9 3447.8 1562 1370 444 2116.8 1337.3 1297.3 38 63.3 1152.8 1794 574.8 1190.7 220.4 395.5 3554.3 9582.9 2227.5 2107.3 579 505.2 711.9 709.8 1306.8 1446 627.5 999.8 5077.3 1443.9 1691.7 2551.3 142.4 333.3 5511.8 1011.4 839.5 661.3 63340.3 12201.7
199 15.4497 1 2 107 1288970.5 479706.72 668575.88 140687.94 8629619 18248.2 15918.4 8063.1 5728 6346.1 4339 1215 1123.2 663.4 428.2 653.9 44.3 320.6 334.3 190.9 265.8 2845.5 3247.4 1083.2 1481.8 320.6 2118.9 1162.3 1096.9 26.4 59.1 951.3 1429.1 473.6 1012.5 160.3 338.6 3432 8229.7 2099.9 1809.8 664.5 460.9 776.2 618 1422.8 1797.2 762.5 1102.1 4142.8 1095.8 1645.3 2214.8 144.5 273.2 5018.2 881.7 848 464.1 83317.1 12830.3
402 18.5 1 1 95 1366345.5 699476.19 479997.78 186871.64 8624830 16846.5 15280.3 9105.1 4614.3 5690 3871.8 1280.4 1524 557.9 352.3 570.6 28.5 270 338.6 187.7 278.4 2961.6 2520.7 940.8 1451.2 340.7 2243.3 1159.1 1051.5 29.5 69.6 953.4 1488.2 498.9 1037.8 226.8 304.8 3673.5 9362.5 1884.7 1751.8 574.8 379.7 841.6 691.9 1435.4 1572.5 729.8 1467.1 4200.8 948.2 1656.9 2459.5 155 399.7 5093.1 742.5 748.8 489.4 88165.5 15030.4
403 17.58 1 2 109 1326402.38 438889.22 725968.88 161544.39 8641084 15104.2 13257.4 7878.5 5045.6 5675.3 4522.5 1180.2 1506.1 533.7 371.2 586.4 23.2 245.7 374.4 168.8 279.5 2848.7 2553.4 893.3 1381.6 310.1 2026.1 919.7 996.7 28.5 69.6 965 1418.6 469.3 1027.3 154 362.8 3107.1 8466 1902.7 1614.7 565.3 412.4 772 613.8 1608.4 1805.6 691.9 1090.5 3736.8 906 1606.3 2279.2 152.9 385 4717.6 865.9 631.8 462 79661.6 15043
406 17.75 1 1 125 1503004.63 711923.56 595506.13 195574.94 8615606 20078.1 16916.1 8347.9 6670.9 6448.4 4804.1 1007.2 1138 637 455.6 584.3 33.8 317.5 544.2 135 197.2 3325.4 3690.4 968.2 1091.6 441.9 1995.5 1511.4 1489.2 40.1 51.7 1070.5 1618.9 522.1 1146.4 204.6 391.3 4009.9 8512.4 2033.4 1702.3 670.8 480.9 771 630.7 1585.2 1906.9 649.7 970.3 4949.6 1200.2 1766.6 2455.3 139.2 360.7 5676.3 1054.7 759.4 559 83732.7 17302.1
410 16.08 1 1 108 1474789.75 774131.19 520734.03 179924.42 8689876 8627.3 6539.1 6632.9 8385.8 11220.8 2812.9 4684.9 3939.3 1297.3 2549.2 2515.4 1220.3 518.9 339.6 4870.5 2393.1 2829.7 1826.7 1134.8 1712.8 1332.1 2352 1290.9 1806.7 431.4 395.5 2438.4 2870.9 1367.9 1306.8 729.8 277.4 1428 4208.2 1371.1 3160.9 1971.2 2244.4 1796.1 849 2599.8 1455.5 3638.7 2055.6 1020.9 966.1 1647.4 768.9 115 61.2 279.5 84.4 294.3 711.9 21731.8 10372.9
415 18.41 1 2 115 1317156.13 679760.88 489467.84 147927.31 8656938 15477.5 14362.7 7604.3 6193.1 5617.3 4218.8 1149.6 1534.6 627.5 388.1 528.4 30.6 324.8 287.9 133.9 273.2 2591.4 3226.3 883.8 1050.5 295.3 1611.6 1043.1 1226.6 26.4 66.4 910.2 1386.9 466.2 1018.8 192 296.4 3413 8391.1 1879.5 1899.5 594.8 396.6 765.7 591.7 1481.8 1697 716.1 1330 3888.6 1108.5 1590.5 2061.9 142.4 241.5 4427.6 851.1 764.6 525.2 64063.8 12555
418 16.5 1 2 107 1441045 718754.81 532975.75 189314.31 8613352 17329.6 15134.8 9176.8 5869.3 5574 4439.2 1341.6 1761.3 606.4 398.7 621.2 39 295.3 339.6 227.8 296.4 3467.8 3038.6 1164.4 1085.3 322.7 2241.2 1342.6 1334.2 26.4 77 1025.2 1588.4 522.1 1113.8 227.8 351.2 4142.8 9216.9 2474.3 2121 707.7 545.3 750.9 736.2 1513.5 1632.7 724.6 1314.1 3728.3 957.7 1762.4 2345.6 182.5 397.6 5078.3 852.2 738.3 542.1 92635.3 16528
419 17.75 1 2 125 1463498.13 689875.31 576051.38 197571.44 8646868 20051.7 15972.2 7440.8 5531.8 7340.6 5017.1 1236.1 1101.1 671.8 403.9 636 28.5 356.5 433.5 170.9 190.9 3005.9 3231.6 971.4 1002 377.6 1786.6 983 1012.5 31.6 73.8 1024.1 1611.6 491.5 1158 222.5 316.4 3771.6 7580 2230.7 1903.7 658.1 470.4 533.7 728.8 1166.5 1536.7 582.2 1050.5 4917 1133.8 2125.2 2410 178.2 352.3 6018 1019.9 639.1 641.2 64376 10584.8
421 15.75 1 1 127 1650207.25 834956.06 635818.38 179432.94 8575716 21231.9 18429.6 6855.5 6470.5 6114 5623.6 1320.5 890.2 834.3 494.6 690.8 38 470.4 563.2 195.1 193 3822.2 3975.1 1391.1 1582 620.2 2176.9 2442.7 2191.6 41.1 62.2 1238.2 1839.4 647.6 1284.6 239.4 392.3 4789.3 9617.7 2064 2221.2 663.4 470.4 947.1 687.7 1901.6 1938.5 972.4 1632.7 4853.7 1320.5 2253.9 2208.5 176.1 330.1 5648.9 1088.4 805.8 546.3 115486.2 14658
426 16 1 1 116 1523044.75 744792.88 607824.88 170426.95 8583342 20471.5 18013 9033.4 5913.6 7360.7 5490.7 1089.5 1385.9 725.6 352.3 784.7 29.5 330.1 380.7 185.6 225.7 3452 3518.4 1010.4 1055.7 489.4 1774 1770.8 1832 30.6 60.1 1108.5 1725.5 562.1 1210.8 214.1 370.2 3668.2 8951.1 2140 2388.9 739.3 572.7 861.7 730.9 1627.4 2143.1 777.3 1290.9 5087.8 1296.2 1820.4 2586.1 220.4 329.1 5684.8 949.2 723.5 465.1 109128.5 17878
427 15 1 2 104 1441635.63 755990.56 499993.59 185651.38 8614891 17903.3 16595.5 9626.1 7835.3 5587.7 4796.7 1370 2102 688.7 426.1 599.1 34.8 266.8 338.6 184.6 358.6 2860.3 2698.9 890.2 1412.2 345.9 1994.4 981.9 1005.1 35.9 71.7 1025.2 1564.1 504.1 1090.5 206.7 330.1 3606 9502.7 2023.9 2022.9 642.3 444 733 625.4 1457.6 1625.3 873.3 1335.2 4118.6 1044.1 1528.2 2090.4 151.9 341.7 5203.8 835.3 713 472.5 89713.8 15632.6
428 15.58 1 1 133 1432032.63 735129.88 506333.31 190569.39 8610954 15984.8 14382.8 8252.9 5871.4 7177.1 5685.8 1213.9 1482.9 720.4 450.4 821.6 57 285.8 318.5 193 271.1 3268.5 3607 1102.1 1430.2 298.5 1883.7 1184.4 1236.1 30.6 54.8 997.7 1564.1 527.3 1090.5 178.2 328 3304.3 9263.3 2222.2 2038.7 692.9 456.7 867 702.4 1634.8 1794 768.9 1410.1 4791.4 1207.6 1656.9 2140 215.2 372.3 5490.7 888 692.9 588.5 94528.5 16727.3
725 15.4114 1 2 109 1420416.38 699546.81 551241.94 169627.5 8620336 17269.5 16177.9 8640 5189.1 6835.4 4779.8 1036.8 1562 550.5 416.6 570.6 36.9 246.8 343.8 173 305.9 3331.8 3976.2 1011.4 1230.8 464.1 2128.4 1148.6 1165.4 27.4 62.2 1002 1586.2 497.8 1088.4 207.8 341.7 3301.2 9093.5 2233.8 2251.8 788.9 510.5 713 638.1 1516.6 1777.1 882.8 1361.6 4080.6 1148.6 1632.7 2344.6 146.6 323.8 4876.9 930.2 697.1 425 87994.7 13949.3
744 10.6475 1 2 122 1480170.63 798754.94 492262.75 189152.94 8615243 18033 18035.2 8630.5 7108.6 6688.8 4770.4 1229.8 1589.4 697.1 453.5 760.4 41.1 252.1 373.4 185.6 268.9 3187.3 2681 1025.2 1171.8 411.3 2021.8 922.9 929.2 26.4 45.4 1076.8 1622.1 538.9 1204.5 229.9 395.5 4162.9 9829.7 2173.7 2315 547.4 478.8 858.5 729.8 1443.9 2016.6 962.9 1293 4111.2 1232.9 1744.5 2799.1 158.2 317.5 4947.5 984 925 553.7 86605.7 14317.4
754 7.9014 1 2 127 1360809.63 506954.53 702941.81 150913.14 8623275 16824.4 14685.5 9453.2 7919.6 5421.1 4659.6 1344.7 2287.6 650.7 432.4 564.3 20 259.5 304.8 194.1 388.1 3391.9 3240 830 1249.8 380.7 1958.6 1278.3 1278.3 29.5 48.5 998.8 1477.6 485.2 1069.5 183.5 344.9 3212.6 8924.8 2045 2195.9 556.9 451.4 761.5 642.3 1603.1 1922.7 918.6 1287.8 3725.2 835.3 1864.7 2234.9 162.4 234.1 5953.7 1110.6 718.2 552.7 85678.6 12837.7
765 9.6975 1 2 130 1410213.13 496574.34 779751.63 133887.31 8619691 17444.5 14357.5 8140.1 6350.3 6483.2 5267.1 1078.9 949.2 696.1 398.7 612.8 42.2 264.7 278.4 175.1 207.8 2421.6 3191.5 1104.3 1335.2 354.4 1885.8 1287.8 1355.3 36.9 58 1051.5 1822.5 542.1 1167.5 207.8 361.8 4374.8 8799.3 2466.9 2088.3 754.1 525.2 732 644.4 1533.5 2113.6 675 1183.4 3900.2 1107.4 1682.2 2493.3 128.7 243.6 4581.6 795.2 737.2 533.7 89459.6 15185.4
771 8.7995 1 1 112 1574807.75 620632 750133.81 204041.95 8604714 17118.6 17164 8517.7 6462.1 7800.5 5123.7 1404.8 1821.4 768.9 538.9 768.9 34.8 321.7 440.9 190.9 349.1 3113.4 3001.6 1253 1463.9 331.2 2494.3 1485 1499.8 32.7 61.2 1132.7 1727.6 528.4 1190.7 239.4 432.4 4533 10020.6 2508 1935.4 709.8 471.4 957.7 759.4 1772.9 2003.9 803.7 1399.6 4260.9 1290.9 1785.6 2512.3 156.1 390.2 4888.5 867 875.4 553.7 92345.3 16030.2
776 7.5127 1 1 101 1502702 567365 776398.75 158938.25 8597094 18548.8 16735.8 11438.1 7940.7 6483.2 5138.4 1388 2128.4 727.7 548.4 658.1 34.8 315.4 376.5 187.7 394.5 2948.9 3098.7 1152.8 1433.3 364.9 2188.5 1318.4 1286.7 35.9 69.6 1123.2 1664.3 536.8 1206.6 226.8 431.4 4146 10139.8 2534.4 2505.9 665.5 528.4 767.8 614.9 1636.9 1881.6 939.7 1438.6 4244.1 1072.6 1913.2 2465.9 93.9 262.6 4695.5 827.9 954.5 525.2 98724 14555.7
778 9.0842 1 2 110 1203343.63 435583.84 621378.63 146381.13 8659540 12652 11904.3 7457.7 5775.5 4923.3 4160.7 1264.6 1528.2 572.7 332.2 485.2 39 236.2 226.8 158.2 342.8 2643 2805.5 791 1550.4 257.3 1809.8 1203.4 1119 27.4 59.1 853.2 1344.7 414.5 912.3 192 286.9 3188.3 8063.1 1826.7 1422.8 540 383.9 765.7 692.9 1575.7 1758.2 657.1 1148.6 3377.1 1000.9 1409.1 1858.4 152.9 296.4 4370.6 797.3 766.8 497.8 70067.1 12873.5
785 7.9097 1 2 87 1319736.75 505741.63 622517.69 191477.47 8636077 12422.1 13419.8 8585.2 6769 6832.3 5769.1 1106.4 1472.3 634.9 451.4 583.2 55.9 298.5 275.3 141.3 336.4 3030.1 2687.3 834.3 1246.6 263.7 1573.6 772 782.6 31.6 45.4 945 1381.6 471.4 1008.3 155 296.4 2947.9 8066.2 1716 1591.5 495.7 334.3 704.5 555.8 1197.1 1519.8 656 1145.4 4116.4 1047.3 1317.3 2069.3 94.9 290 4092.2 744.6 655 416.6 85985.5 14845.8
804 14.8145 1 1 97 1688990.25 745760.13 727704.88 215525.41 8561299 23036.5 19752.2 10804.2 7933.4 7451.4 6244.8 1330 1673.8 752 415.5 736.2 44.3 379.7 391.3 168.8 286.9 3411.9 3314.9 1191.8 1388 523.1 2143.1 1778.2 1822.5 38 58 1262.5 1841.5 592.7 1280.4 217.3 428.2 4860 10610.2 3753.6 2883.5 956.6 640.2 974.5 700.3 1771.9 1880.5 923.9 1725.5 4960.2 1494.5 2031.3 2650.4 98.1 353.3 5578.2 1052.6 895.4 613.8 114330.2 17629.1
806 7.7016 1 1 91 1292640.88 496689.25 627690.94 168260.63 8661637 11966.5 10885.4 9296 6919.8 5905.2 4095.4 1014.6 1506.1 537.9 368.1 512.6 25.3 330.1 312.2 133.9 235.2 2516.5 2449 722.5 896.5 267.9 1209.7 745.7 816.3 19 61.2 911.2 1307.8 448.2 1012.5 151.9 300.6 2982.7 7372.3 1691.7 1881.6 454.6 372.3 784.7 683.4 1461.8 1487.1 882.8 932.3 3352.9 937.6 1243.5 1435.4 113.9 258.4 4176.6 697.1 622.3 429.3 70253.8 13334.4
845 6.5572 1 1 91 1512570.63 540403.94 836971.5 135195.13 8605736 18705.9 16390.9 10730.4 8046.2 6301.8 5214.4 1446 2052.4 795.2 496.8 702.4 36.9 366 374.4 183.5 358.6 2677.9 2726.4 925 1453.4 358.6 1949.1 968.2 1084.2 28.5 73.8 1122.2 1645.3 536.8 1145.4 204.6 338.6 4423.4 10712.5 2410 2329.8 705.6 528.4 853.2 738.3 1448.1 1953.3 892.3 1478.7 4752.4 1015.7 1714.9 2250.7 126.6 291.1 5196.4 903.9 876.4 599.1 90182.1 15801.3
891 15.7618 1 1 114 1635918.38 849750.13 578190.25 207978.06 8581983 20405 17760.9 10579.6 8201.2 7099.1 5035.1 1274.1 1779.3 602.2 707.7 694 61.2 317.5 349.1 168.8 317.5 4772.5 4150.2 1102.1 1241.4 488.3 1835.2 2243.3 1964.9 39 79.1 1132.7 1746.6 552.7 1211.8 261.6 406.1 4884.3 9456.3 2808.6 2446.9 816.3 573.8 875.4 777.3 1724.4 2508 989.3 1077.9 4271.5 1309.9 2084.1 2697.9 188.8 364.9 5579.3 1045.2 954.5 493.6 98768.3 20101.3
102 15.6632 2 2 96 1331777.25 461919.41 633298.75 236559.05 8630696 15083.1 13487.3 8784.5 6169.9 5961.1 4597.4 1119 1726.5 738.3 439.8 591.7 25.3 282.7 285.8 178.2 327 2325.6 2639.9 914.4 1262.5 329.1 1672.7 1010.4 927.1 28.5 49.6 978.8 1391.1 467.2 1051.5 188.8 301.6 3029.1 8308.8 1880.5 1589.4 549.5 351.2 678.2 517.9 1598.9 1629.5 778.4 1182.3 3508.9 965 1692.8 2155.8 220.4 405 4768.2 767.8 585.4 371.2 88088.6 15705.4
104 16.0712 2 1 99 1487885.63 698476.31 576153.63 213255.72 8598531 22771.8 17827.4 8686.4 7074.8 7260.5 5269.2 1096.9 1320.5 740.4 434.5 819.5 29.5 341.7 329.1 177.2 203.6 3058.6 3336 1127.5 1051.5 340.7 1815.1 1625.3 1534.6 32.7 74.9 1052.6 1565.2 525.2 1132.7 170.9 351.2 3936.1 7254.1 2113.6 1723.4 562.1 504.1 868 738.3 1813 2177.9 763.6 1182.3 4143.9 981.9 1902.7 2329.8 190.9 275.3 4240.9 890.2 832.1 550.5 100465.3 15211.8
119 13.1362 2 2 65 1066075.13 327077.59 613544.5 125452.98 8683378 13649.8 11672.2 7858.5 5452.7 4638.5 3581.7 1095.8 1439.6 544.2 330.1 462 24.3 244.7 253.1 136.1 225.7 2205.4 2154.7 631.8 806.8 263.7 1272 785.7 889.1 27.4 50.6 772 1132.7 401.8 832.1 146.6 250 2917.3 6771.1 1692.8 1787.7 608.6 376.5 640.2 472.5 1034.6 1265.6 621.2 964 3155.6 735.1 1176 1396.4 105.5 219.4 3652.4 611.7 544.2 358.6 58296.8 10346.5
120 13.3415 2 2 96 1297326.75 439612.75 711601.88 146112.19 8687155 13852.3 14470.3 6930.4 5716.4 5200.7 2881.4 1224.5 796.3 516.8 336.4 488.3 34.8 185.6 314.3 131.8 162.4 2701.1 3150.4 1096.9 697.1 309 1229.8 1029.4 1140.1 24.3 52.7 932.3 1499.8 467.2 1020.9 197.2 311.1 3253.7 6993.6 2119.9 1436.5 687.7 441.9 561.1 497.8 1005.1 1153.8 429.3 668.7 3668.2 936.6 1473.4 1972.3 116 216.2 4317.9 792.1 623.3 496.8 47101.3 10139.8
121 14.6721 2 2 84 1499982.88 663552.5 642409.13 194021.38 8602371 18679.6 16327.6 8277.2 7012.6 7642.3 5231.2 1294.1 1293 625.4 454.6 710.9 29.5 388.1 375.5 125.5 218.3 3503.7 2482.7 919.7 1234 436.6 2030.3 1274.1 1114.8 24.3 60.1 1083.2 1633.7 548.4 1113.8 243.6 450.4 4388.6 9457.4 2167.4 2317.1 653.9 424 876.4 638.1 1319.4 1783.5 657.1 1243.5 4587.9 1301.5 1915.3 2224.3 168.8 311.1 5331.4 949.2 799.5 569.5 97749.5 16316
130 14.6311 2 1 86 1861990.75 893906.75 617596.5 350487.44 8016717.5 38687 52783.9 58902.2 56573.4 26349.3 21542 17621.7 32004.5 2960.5 9060.8 3849.6 5828.2 775.2 1232.9 18274.6 16228.5 10649.2 13285.9 8017.7 10434 9209.5 12811.3 12035 5549.8 1536.7 77 6259.6 5256.6 2063 3908.7 1105.3 524.2 15386.8 34386 14115.9 20013.8 17631.2 17443.5 2277.1 2593.5 2599.8 5100.5 5725.9 8392.1 2452.1 4054.2 2783.3 2860.3 227.8 588.5 1578.9 1380.6 1051.5 1250.9 170552.5 30797.9
132 17.1253 2 2 93 1368377.88 560423 636097.88 171857.11 8656790 14582.1 14358.5 9350.9 6795.4 6144.6 4086.9 1107.4 1590.5 604.3 425 582.2 30.6 268.9 279.5 155 215.2 2865.6 2586.1 737.2 771 347 1300.4 802.6 818.4 32.7 71.7 1004.1 1396.4 474.6 1081.1 158.2 340.7 3310.7 7706.6 2060.9 2220.1 652.9 562.1 672.9 607.5 1255.1 1534.6 614.9 942.9 3665 911.2 1438.6 1671.7 131.8 295.3 4383.3 791 762.5 502 61628.6 16883.4
147 17.6345 2 2 87 1476890.5 690870.94 541567.31 244452.31 8599630 19388.3 16543.8 9577.6 6893.4 5922.1 4938 1215 1581 662.3 424 640.2 29.5 361.8 427.1 222.5 320.6 3947.7 4528.8 1082.1 1420.7 381.8 2100.9 1342.6 1346.8 38 69.6 1046.2 1582 509.4 1220.3 237.3 363.9 3325.4 8984.9 1871 2108.3 561.1 454.6 879.6 594.8 1594.7 1848.9 669.7 1096.9 4248.3 1165.4 1659 2132.6 185.6 377.6 5142.7 1035.7 780.5 499.9 98410.8 17736.7
151 15.1376 2 2 64 1443775.38 671628.19 501851.94 270295.31 8624750 18139.6 16789.6 8573.6 5401.1 6042.3 5074.1 1158 1263.5 631.8 484.1 491.5 27.4 336.4 438.8 146.6 208.8 2932 2859.3 889.1 879.6 366 1584.1 1029.4 1012.5 32.7 65.4 1055.7 1586.2 526.3 1114.8 197.2 383.9 4269.4 7786.8 2439.5 2588.2 816.3 572.7 708.8 612.8 1504 1681.2 665.5 971.4 4264.1 981.9 1758.2 2304.5 167.7 333.3 5248.1 914.4 808.9 531.6 82916.4 16042.9
165 9.076 2 2 78 1337826.75 525656.25 644812.75 167357.81 8671573 15163.2 13758.4 7949.2 5764.9 6503.2 4161.8 1149.6 1493.4 532.6 410.3 666.6 47.5 251 387.1 176.1 305.9 2475.4 2594.5 979.8 1613.7 313.2 2097.8 1113.8 1121.1 25.3 65.4 950.3 1448.1 482 1042 143.4 331.2 3061.8 8663.2 1555.7 1586.2 560 426.1 606.4 440.9 1153.8 1202.3 647.6 814.2 4102.7 1204.5 1775 2336.1 126.6 308 4765.1 946.1 757.3 395.5 52670 10164
176 13.3689 2 1 121 1658257.88 565399.06 908603.88 184254.97 8607882 19869.3 18200.7 9986.8 7871.1 7634.9 6223.7 1687.5 1632.7 808.9 605.4 750.9 48.5 450.4 509.4 202.5 327 3148.2 3401.4 1067.3 1438.6 418.7 2073.5 1181.2 1283.6 40.1 77 1186.5 1774 574.8 1279.3 186.7 337.5 5097.3 11469.7 3101.8 2439.5 782.6 527.3 669.7 671.8 1443.9 1714.9 607.5 1601 5069.9 1428 1819.3 2596.6 131.8 306.9 5472.8 976.6 797.3 572.7 81832.1 12068.8
177 14.5791 2 1 81 1588131.63 840804.31 539523.25 207804.03 8600825 17738.8 17195.6 11013 6830.2 6211.1 5878.8 1313.1 1671.7 750.9 588.5 660.2 30.6 282.7 341.7 174 317.5 3456.2 4330.5 827.9 1119 441.9 2226.4 1431.2 1402.7 36.9 68.6 1161.2 1690.7 587.5 1246.6 195.1 429.3 4194.5 9226.4 2652.5 2404.7 861.7 614.9 1120.1 757.3 1982.8 2413.1 965 1282.5 4115.4 1152.8 2135.7 2558.7 143.4 409.2 5240.7 1131.7 934.5 560 90774.8 17252.6
178 16.8871 2 1 115 1690182.13 799982.63 649355.25 240844.23 8583092 19949.4 18600.5 8783.4 6319.7 7740.4 6869.2 1324.7 1859.4 887 439.8 802.6 48.5 389.2 513.6 161.4 286.9 3491 3848.6 1075.8 1366.9 524.2 2340.4 1423.8 1524 25.3 78 1231.9 1897.4 627.5 1336.3 250 382.9 4793.6 10171.4 2686.3 2327.7 823.7 603.3 975.6 681.3 1809.8 2232.8 691.9 1245.6 4787.2 1662.2 2454.3 2955.2 181.4 315.4 5715.4 1338.4 981.9 572.7 99531.9 18329.4
183 17.9274 2 1 102 1569413 760825.25 579643.63 228944.19 8236435.5 26998.9 40903.9 45972.8 36935.2 24734.5 17483.6 9772.7 21143.3 2287.6 5239.7 2439.5 4005.7 758.3 466.2 9356.1 7278.4 5668.9 6975.7 6568.6 5816.6 6723.6 6731 6049.7 2909.9 834.3 78 5864.1 10156.6 1093.7 2697.9 1672.7 2270.7 14698.1 24394.9 16530.1 19167.9 14693.9 13188.9 1153.8 1358.4 2586.1 5498.1 4179.7 5331.4 2886.7 2559.7 2022.9 1891.1 201.4 374.4 1627.4 1061 836.4 1173.9 125727.2 19892.5
189 17.5359 2 1 79 1177001.88 426882.69 583386.75 166732.38 8659292 13354.5 12894.6 7219.3 5084.6 5066.7 3981.4 1165.4 1313.1 657.1 415.5 645.5 29.5 237.3 284.8 151.9 286.9 2319.3 2680 803.7 1568.3 332.2 1822.5 897.5 923.9 23.2 62.2 870.1 1311 422.9 915.5 163.5 285.8 2947.9 7716.1 1700.2 1587.3 499.9 368.1 682.4 609.6 1339.5 1350 663.4 991.4 3979.3 938.7 1373.2 1854.1 118.1 315.4 4783 817.4 659.2 408.2 71852.7 12323
190 15.3101 2 1 90 1387892.75 686878.94 509635.56 191378.33 8615955 17613.3 17239.9 9144.1 6533.8 7059 4972.9 1266.7 1774 610.7 413.4 592.7 31.6 316.4 314.3 184.6 325.9 2965.8 2684.2 1103.2 1294.1 324.8 2030.3 1045.2 1146.4 33.8 69.6 985.1 1480.8 484.1 1115.9 196.2 336.4 3334.9 8493.4 2112.5 1901.6 511.5 403.9 742.5 650.7 1477.6 1763.4 708.8 1083.2 4122.8 853.2 1789.8 2434.2 139.2 361.8 4961.2 804.7 728.8 544.2 88017.9 17773.6
705 15.822 2 2 95 1483763 772211.69 542943.69 168607.63 8623746 18702.8 16541.7 10207.3 6239.5 6060.2 4373.8 1145.4 1642.1 690.8 429.3 537.9 45.4 341.7 368.1 167.7 278.4 2741.1 3004.8 985.1 1129.6 320.6 2126.2 1106.4 1209.7 38 68.6 1034.6 1589.4 525.2 1153.8 227.8 345.9 4209.3 9465.8 2361.4 2041.9 898.6 581.1 832.1 613.8 1768.7 1892.1 771 1027.3 4331.6 1162.3 1769.8 2187.4 159.3 311.1 5511.8 913.4 832.1 572.7 79802.9 14217.2
708 17.7632 2 1 81 1688950.25 795125.81 626119.44 267705 8597338 18666.9 17139.7 10824.3 8184.4 5557.1 4853.7 1534.6 2574.5 791 504.1 573.8 33.8 293.2 322.7 221.5 438.8 3301.2 3041.7 1159.1 1625.3 458.8 1939.6 1256.1 1413.3 29.5 79.1 1193.9 1737.1 574.8 1312 242.6 397.6 4369.6 10676.6 2363.6 2352 792.1 656 831.1 753 1639 1893.2 892.3 1336.3 4765.1 1167.5 2000.7 2744.3 168.8 308 6123.5 947.1 897.5 656 92138.6 17274.7
726 17.1417 2 1 112 1563593.25 731506 551789.31 280297.97 8596505 17840 17706.1 9356.1 6329.2 7206.7 5408.4 1152.8 1439.6 749.9 490.4 576.9 32.7 368.1 377.6 187.7 358.6 3458.3 3629.2 1023 1285.7 457.7 1980.7 1474.5 1640 32.7 58 1150.7 1721.2 578 1298.3 250 379.7 3646.1 9305.5 2884.6 2446.9 767.8 475.7 812.1 777.3 1691.7 1945.9 644.4 1030.4 4733.4 1352.1 2068.2 2659.9 188.8 387.1 5629.9 1058.9 820.5 540 95746.6 19242.8
735 14.1629 2 2 68 1317884.75 440140.09 738178.94 139565.75 8659920 16761.1 14953.4 8363.7 6450.5 5731.2 4943.3 939.7 1260.4 644.4 317.5 603.3 28.5 295.3 261.6 141.3 232 2841.3 3278 1344.7 1088.4 398.7 2039.8 1048.4 1236.1 26.4 47.5 952.4 1431.2 464.1 1070.5 179.3 316.4 2908.8 7700.3 2065.1 2073.5 612.8 388.1 742.5 614.9 1748.7 2047.1 632.8 871.2 3612.3 884.9 1626.3 2084.1 144.5 299.5 4271.5 864.8 698.2 467.2 56434.2 13956.7
736 14.8172 2 1 117 1420248.5 462457.28 737282.44 220508.8 8619308 18145.9 15211.8 8935.3 7682.3 5705.9 4252.5 1218.2 1781.4 653.9 426.1 590.6 22.1 306.9 361.8 129.7 309 3114.5 2918.3 746.7 1303.6 368.1 1929 1165.4 1123.2 31.6 64.3 1037.8 1520.9 506.2 1063.1 180.4 360.7 3895 9573.4 2252.8 2112.5 594.8 513.6 741.4 648.6 1437.5 1662.2 884.9 1241.4 4204 1028.3 1621.1 2047.1 161.4 308 4928.6 764.6 651.8 513.6 87738.4 15359.4
750 10.4367 2 1 59 1363858.63 529140.94 657959.44 176758.25 8677639 16106.1 13811.1 7238.3 5927.3 4979.2 4296.8 1121.1 1254 643.4 432.4 741.4 39 297.4 340.7 130.8 197.2 2678.9 3376.1 878.6 1112.7 441.9 2031.3 779.4 1037.8 33.8 71.7 964 1556.7 508.4 1173.9 178.2 323.8 4081.6 8024.1 2199 1683.3 656 524.2 797.3 646.5 1434.4 1614.7 560 1012.5 4368.5 965 1640 1909 143.4 271.1 5087.8 841.6 862.7 522.1 44398.1 10774.7
753 11.7098 2 2 55 1238979.38 423357.91 648021.13 167600.39 8644498 14630.6 13362.9 7283.7 5328.3 4249.3 3231.6 1083.2 1376.4 546.3 267.9 508.4 25.3 247.9 301.6 149.8 291.1 2713.7 3045.9 891.2 1277.2 328 1870 1174.9 1166.5 32.7 65.4 952.4 1379.5 470.4 946.1 149.8 294.3 3935 8898.4 2502.8 2271.8 663.4 486.2 732 592.7 1391.1 1637.9 590.6 1193.9 3281.1 855.4 1358.4 1783.5 139.2 300.6 4239.8 784.7 708.8 445.1 82376.4 12050.9
762 11.1814 2 2 86 1286637.5 472061.25 588820.44 225755.88 8679241 16279.1 14260.4 7908 5904.1 6657.2 5218.6 925 976.6 571.6 279.5 491.5 22.1 323.8 322.7 118.1 164.5 2481.7 3209.4 772 775.2 353.3 1272 922.9 1009.3 29.5 51.7 917.6 1338.4 464.1 1126.4 202.5 308 3265.3 7012.6 2018.7 1729.7 597 460.9 706.6 516.8 1218.2 1680.1 600.1 679.2 3863.3 1166.5 1274.1 1781.4 156.1 330.1 4063.7 777.3 797.3 495.7 44978.2 12293.4
775 14.3737 2 1 85 1325525 633171.13 514361.66 177992.23 8625635 14726.6 12249.1 8357.3 5292.4 6118.2 5294.5 1100 1597.9 554.8 356.5 448.2 33.8 255.2 323.8 177.2 314.3 2984.8 2982.7 868 1322.6 342.8 2367.8 1072.6 1109.5 25.3 64.3 956.6 1441.8 497.8 1000.9 180.4 347 3523.7 8288.8 2207.5 1861.5 565.3 438.8 813.2 647.6 1569.4 1771.9 842.7 1298.3 3516.3 906 1643.2 2149.5 124.5 302.7 4346.4 790 711.9 488.3 93080.4 15072.5
782 8.4736 2 1 93 1588572.5 582006.13 734276.63 272289.75 8594638 18985.4 18596.2 10530 8738.1 6005.4 5889.4 1430.2 2253.9 765.7 517.9 604.3 29.5 270 339.6 167.7 444 2995.3 2546 1069.5 1443.9 416.6 2007.1 1164.4 1138 26.4 75.9 1122.2 1699.1 549.5 1188.6 204.6 368.1 3953 9964.7 2195.9 2309.8 668.7 533.7 853.2 639.1 1796.1 2000.7 1075.8 1518.8 4179.7 1024.1 2085.1 2780.2 247.9 348 5645.7 965 756.2 527.3 97809.6 15261.3
787 8.4408 2 1 74 1476253.63 561628.56 744490.25 170134.81 8629059 13762.6 13457.8 10913.9 7652.8 5296.6 3357.1 1031.5 1440.7 689.8 601.2 769.9 44.3 233.1 291.1 124.5 334.3 3010.1 2608.2 738.3 1192.9 325.9 1618.9 764.6 754.1 30.6 54.8 1071.6 1566.2 527.3 1123.2 173 317.5 3522.7 9376.2 1834.1 2275 600.1 562.1 1026.2 714 1760.3 1828.8 923.9 1605.2 3439.3 929.2 1297.3 1740.2 112.9 266.8 4193.4 690.8 965 551.6 87079.2 15128.4
808 11.6194 2 2 79 1648208.63 682982.94 763647.63 201578.2 8015134.5 35511.3 52945.3 58578.4 53424.1 28814.1 24764.1 13011.7 19827.1 3036.4 8247.7 4707.1 4759.8 728.8 851.1 12942.1 13105.5 6828 9462.7 6279.6 6584.4 9461.6 12221.7 9176.8 4919.1 1911.1 3170.4 14255.2 18341 3909.7 5494.9 4618.5 3692.5 17563.7 27069.6 20997.8 22579.8 17540.5 17257.9 1866.8 2160 7428.2 7669.7 6544.3 8093.7 2291.8 4190.3 2790.7 4335.8 185.6 409.2 368.1 1015.7 1093.7 1505 171493.2 30192.5
810 10.1328 2 2 60 1354054.38 525741.75 667541.25 160771.28 8640358 14876.4 14076.9 8952.2 5866.2 5041.4 3723 1195 1415.4 730.9 468.3 598 35.9 304.8 277.4 182.5 286.9 2967.9 3013.2 1142.2 1333.1 321.7 1904.8 1279.3 1314.1 31.6 68.6 907 1452.3 463 1050.5 218.3 334.3 3689.3 8516.6 2395.2 2207.5 488.3 477.8 801.6 665.5 1585.2 1741.3 677.1 1087.4 3553.2 937.6 1722.3 2166.3 150.8 284.8 4313.7 800.5 864.8 459.8 76193.8 15388.9
875 16.5969 2 1 99 1354649 661839.69 494640.06 198169.47 8629892 12351.4 11033.1 6551.7 5582.5 5308.2 5156.4 1007.2 1244.5 679.2 412.4 687.7 39 282.7 328 160.3 256.3 1949.1 1989.1 1204.5 1161.2 379.7 1848.9 2407.9 1790.9 33.8 50.6 967.1 1453.4 466.2 1084.2 166.6 315.4 5574 9795.9 2406.8 2272.9 833.2 548.4 956.6 782.6 1616.8 1736 921.8 1173.9 3814.8 1239.3 1745.5 2149.5 158.2 251 3871.8 676.1 798.4 644.4 88444 16707.3
876 15.9535 2 1 86 1636118.75 701270.13 646922.13 287926.53 8596893 18323.1 16800.1 11129.1 7459.8 6638.2 5800.8 1306.8 1699.1 794.2 484.1 800.5 28.5 315.4 386 139.2 278.4 3581.7 3646.1 895.4 1213.9 396.6 1863.6 1241.4 1301.5 33.8 75.9 1162.3 1658 564.3 1216.1 213 355.4 3921.3 9174.7 2855 2548.1 788.9 534.7 1014.6 756.2 1920.6 1994.4 1010.4 1366.9 4436 1324.7 1707.5 2180 178.2 408.2 5461.2 857.5 846.9 489.4 93442.1 19447.4

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