4 Months RUx3000_topN_6_BM

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55 Months RUx3000_topN_6_BM

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110 Months RUx3000_topN_6_BM

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220 Months RUx3000_topN_6_BM

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topNstocks topNbegPrices topNendPrices topN_6_positions topN_6_monthlyReturn topN_6_aggregateReturn SELL TimetopN_6_AggRet benchmark benchmarkAggRet
Date
2000-01-31 ['SLNH', 'OCLI-200002', 'BCOR', 'CRA-201105', 'MSTR', 'QCOM'] [112.8745, 379.875, 258.9597, 100.4375, 1388.75, 42.83672] [137.6089, 390.375, 401.0295, 244., 1390.625, 48.04374] [147.65661568 43.87408139 64.36007868 165.94067621 12.00120012 389.07429576] 0.391278 22.568921 0 22.568921 2821.342 5.489723
1999-12-31 ['IDCC', 'SLNH', 'QCOM', 'BVSN-202005', 'MCOM-200107', 'BCOR'] [59.98893, 46.70667, 59.40644, 12751.72, 78.625, 197.7427] [23.19572, 112.8745, 42.83672, 9539.046, 96., 258.9597] [277.82903724 356.83697139 280.55319704 1.30701322 211.97668256 84.2846116 ] 0.133840 16.221722 0 16.221722 2936.454 5.754506
1999-11-30 ['SLNH', 'ANCR-200008', 'SDLI-200102', 'QCOM', 'BVSN-202005', 'ELX-201505'] [30.63556, 60.625, 81.375, 30.55173, 6977.302, 40.625] [46.70667, 67.875, 109., 59.40644, 12751.72, 56.25] [544.03009662 274.91408935 204.81310804 545.52284491 2.3886979 410.25641026] 0.523388 14.306893 0 14.306893 2760.324 5.349367
1999-10-29 ['SLNH', 'ELX-201505', 'ANCR-200008', 'BVSN-202005', 'MCOM-200107', 'AERL-200005'] [42.68889, 38.98438, 31.6875, 5504.45, 43.9375, 42.5] [30.63556, 40.625, 60.625, 6977.302, 59.25, 41.3125] [390.42164523 427.52165525 525.96975674 3.02785322 379.32669512 392.15686275] 0.210181 9.391499 0 9.391499 2685.176 5.176510
1999-09-30 ['SLNH', 'GUCO-200007', 'ELX-201505', 'GNET-200010', 'ANCR-200008', 'HLIT'] [71.44112, 13.65625, 21.46875, 64.75, 24.25, 65.40625] [42.68889, 12.5, 38.98438, 70.375, 31.6875, 59.375] [ 233.29234853 1220.44241037 776.3221737 257.4002574 687.28522337 254.81764612] 0.105017 7.760409 0 7.760409 2526.687 4.811950
1999-08-31 ['SLNH', 'GUCO-200007', 'ANCR-200008', 'HLIT', 'ELX-201505', 'EXDS-200109'] [60.26667, 12.9375, 26.5, 63., 17.23438, 20.09375] [71.44112, 13.65625, 24.25, 65.40625, 21.46875, 18.01562] [ 276.54865727 1288.24476651 628.93081761 264.55026455 967.05925404 829.44530845] 0.056089 7.022889 0 7.022889 2592.960 4.964393
1999-07-30 ['SLNH', 'GUCO-200007', 'ANCR-200008', 'ELX-201505', 'MJRC-201102', 'SNDK-201605'] [64.53556, 11.25, 29.625, 14.07812, 66.66666, 18.56789] [60.26667, 12.9375, 26.5, 17.23438, 65.83333, 20.41258] [ 258.25555193 1481.48148148 562.58790436 1183.87019479 250.000025 897.60692608] 0.048235 6.649904 0 6.649904 2622.783 5.032992
1999-06-30 ['AMTD-202010', 'ABRX-199907', 'QCOM', 'STCN', 'DISH', 'ETFC-202010'] [21.59526, 90.0625, 12.10053, 491.1795, 13.61225, 389.8423] [15.24147, 25.5, 13.15458, 396.9807, 12.13181, 294.0594] [ 771.77429985 185.05667361 1377.35013811 33.93192645 1224.38734718 42.75233002] -0.245035 6.343905 0 6.343905 2704.797 5.221643
1999-05-31 ['AMTD-202010', 'ETFC-202010', 'STCN', 'MFNXQ-200209', 'DCLK-200507', 'CNET-200806'] [18.27193, 434.3782, 446.2332, 20.1875, 48.71875, 54.125] [21.59526, 389.8423, 491.1795, 17.96875, 45.875, 57.625] [912.14593459 38.3690219 37.34967875 825.59339525 342.09963652 307.92917629] 0.012744 8.402916 0 8.402916 2574.684 4.922354
1999-04-30 ['AMTD-202010', 'ETFC-202010', 'STCN', 'DCLK-200507', 'MFNXQ-200209', 'CNET-200806'] [27.21054, 563.7156, 548.1025, 69.90625, 21.0625, 64.25] [18.27193, 434.3782, 446.2332, 48.71875, 20.1875, 54.125] [612.50775129 29.5657361 30.40793769 238.41454329 791.29574679 259.40337224] -0.207668 8.297176 0 8.297176 2624.566 5.037093
1999-03-31 ['STCN', 'AMTD-202010', 'AMZN', 'DCLK-200507', 'TWX-201806', 'EYE-200505'] [394.1547, 12.58026, 86.09375, 45.51562, 111.9803, 53.78125] [548.1025, 27.21054, 86.03125, 69.90625, 108.7428, 64.375] [ 42.28458183 1324.82688487 193.58741682 366.17465975 148.83570295 309.8973465 ] 0.376125 10.471844 0 10.471844 2511.214 4.776358
1999-02-26 ['STCN', 'NSOL-200006', 'AMTD-202010', 'AMZN', 'AABA-201910', 'NEON-200106'] [264.0258, 45.375, 9.931783, 64.0625, 10.46098, 62.375] [394.1547, 52.875, 12.58026, 86.09375, 11.47471, 67.75] [ 63.12514408 367.30945822 1678.11425871 260.16260163 1593.22230486 267.2010688 ] 0.241967 7.609663 0 7.609663 2422.332 4.571910
1999-01-29 ['NSOL-200006', 'STCN', 'AABA-201910', 'AMZN', 'AMTD-202010', 'LCOS-200010'] [60.25, 262.6801, 12.07102, 58.46875, 8.174621, 68.5] [45.375, 264.0258, 10.46098, 64.0625, 9.931783, 43.8125] [ 276.62517289 63.44853176 1380.71734341 285.05255657 2038.83050562 243.30900243] -0.070820 6.127106 0 6.127106 2511.284 4.776519
1998-12-31 ['AMZN', 'NSOL-200006', 'TWX-201806', 'MFNXQ-200209', 'NEON-200106', 'AABA-201910'] [53.54167, 32.71875, 59.08484, 8.375, 44., 8.073611] [58.46875, 60.25, 66.9406, 11.45312, 60.0625, 12.07102] [ 311.28402731 509.3919134 282.08025386 1990.04975124 378.78787879 2064.33857993] 0.382358 6.594104 0 6.594104 2428.774 4.586728
1998-11-30 ['AMZN', 'AABA-201910', 'ELNK-201702', 'EGHDQ-201404', 'NEON-200106', 'MFNXQ-200209'] [32., 6.542373, 23.45569, 61.5, 37., 6.484375] [53.54167, 8.073611, 22.18413, 40.0625, 44., 8.375] [ 520.83333333 2547.49563601 710.55964104 271.00271003 450.45045045 2570.2811245 ] 0.164199 4.770186 0 4.770186 2283.630 4.252864
1998-10-30 ['AABA-201910', 'AMZN', 'NEON-200106', 'STCN', 'MFNXQ-200209', 'ELNK-201702'] [4.459547, 21.07292, 24.625, 61.22922, 4.734375, 14.41855] [6.542373, 32., 37., 83.43323, 6.484375, 23.45569] [3737.30037303 790.90447203 676.81895093 272.20119196 3520.3520352 1155.9183598 ] 0.474528 4.097398 0 4.097398 2152.010 3.950108
1998-09-30 ['AABA-201910', 'ELNK-201702', 'AMZN', 'ELNK-200002', 'STCN', 'MFNXQ-200209'] [4.412694, 15.07703, 18.60417, 41.25, 57.3267, 4.09375] [4.459547, 14.41855, 21.07292, 38.5, 61.22922, 4.734375] [3776.98219425 1105.43433731 895.85650242 404.04040404 290.73131136 4071.24681934] 0.042923 2.778786 0 2.778786 2000.183 3.600872
1998-08-31 ['AMZN', 'ELNK-201702', 'CTYA-199910', 'BBY', 'AABA-201910', 'ADELQ-200702'] [13.95833, 9.763742, 23.25, 5.734663, 2.351165, 34.23709] [18.60417, 15.07703, 23.875, 6.140331, 4.412694, 38.82685] [1194.03013589 1706.99580823 716.84587814 2906.30271851 7088.68440397 486.80149705] 0.330919 2.664420 0 2.664420 1872.455 3.307069
1998-07-31 ['ELNK-201702', 'AMZN', 'STCN', 'AEO', 'BBY', 'GMGC-200209'] [14.80456, 18.47917, 73.3405, 3.17643, 6.896348, 112.] [9.763742, 13.95833, 41.04377, 2.251647, 5.734663, 77.] [1125.77926441 901.91641003 227.2505187 5246.980625 2416.73805711 148.80952381] -0.299599 2.001940 0 2.001940 2211.177 4.086206
1998-06-30 ['AMZN', 'AABA-201910', 'LCOS-200010', 'PIXR-200605', 'CNET-200806', 'BBY'] [16.625, 2.683395, 18.84375, 30.1875, 17.0625, 5.328996] [18.47917, 3.099747, 14.28125, 23.8125, 12.875, 6.896348] [1002.50626566 6211.0373861 884.46655611 552.10489993 976.8009768 3127.54347473] -0.022986 2.858276 0 2.858276 2252.068 4.180264
1998-05-29 ['AABA-201910', 'BBY', 'AMZN', 'LHSG-200007', 'TLC-199905', 'DKB.B-199812'] [1.865598, 4.794252, 7.34375, 57.8125, 28.5, 95.80096] [2.683395, 5.328996, 16.625, 65.875, 29.625, 94.55193] [8933.68596379 3476.38519349 2269.5035461 288.28828829 584.79532164 173.97181267] 0.329937 2.925523 0 2.925523 2178.410 4.010834
1998-04-30 ['LHSG-200007', 'AABA-201910', 'CVNS-200707', 'LCOS-200010', 'BBY', 'FILE-200610'] [60.75, 2.026389, 34.1875, 15.45312, 5.18148, 27.25] [57.8125, 1.865598, 26.15625, 13.25781, 4.794252, 27.51562] [ 274.3484225 8224.81106375 487.50761731 1078.53085116 3216.58419345 611.62079511] -0.094945 2.199746 0 2.199746 2233.527 4.137616
1998-03-31 ['CVNS-200707', 'BBY', 'IMRS-200107', 'CTXS', 'NTY-201010', 'LHSG-200007'] [35.875, 4.918719, 39.25, 10.34164, 20.25, 46.09375] [34.1875, 5.18148, 27.125, 11.8565, 20., 60.75] [ 464.57607433 3388.41610319 424.62845011 1611.60770116 823.04526749 361.5819209 ] 0.024928 2.430510 0 2.430510 2211.780 4.087593
1998-02-27 ['BBY', 'CVNS-200707', 'AVEI-199901', 'PRTLQ-200907', 'ICIX-200106', 'BEAS-200804'] [4.393195, 34., 40.9375, 26., 38.1875, 6.71875] [4.918719, 35.875, 36.625, 29., 39.8125, 7.03125] [3793.7461612 490.19607843 407.12468193 641.02564103 436.44298963 2480.62015504] 0.045646 2.371396 0 2.371396 2107.339 3.847355
1998-01-30 ['BBY', 'AVEI-199901', 'CVNS-200707', 'CLCX-200101', 'INTL-200708', 'HARS-200010'] [3.743205, 36.75, 23.09375, 34.0625, 22.47399, 16.87191] [4.393195, 40.9375, 34., 36.8125, 19.83988, 18.26398] [4452.51239691 453.51473923 721.69598557 489.29663609 741.59802806 987.83520459] 0.134314 2.267877 0 2.267877 1966.654 3.523748
1997-12-31 ['AABA-201910', 'LCOS-200010', 'AVEI-199901', 'BBY', 'FSLA-200407', 'HARS-200010'] [1.179842, 10.34375, 32.5, 2.719816, 11.66708, 17.65589] [1.079747, 9.546875, 36.75, 3.743205, 9.178456, 16.87191] [14126.18525757 1611.27895267 512.82051282 6127.86551247 1428.52081812 943.97204937] 0.014576 1.999338 0 1.999338 1956.514 3.500423
1997-11-28 ['TKLC-201201', 'AABA-201910', 'HARS-200010', 'AVEI-199901', 'IMNX-200207', 'CVC-201606'] [18.9375, 0.8710386, 16.87859, 27.6875, 4.760417, 5.212655] [15.25, 1.179842, 17.65589, 32.5, 4.5, 6.091371] [ 880.0880088 19134.24579194 987.44425137 601.95635816 3501.09384675 3197.34696938] 0.082257 1.970613 0 1.970613 1918.093 3.412046
1997-10-31 ['TKLC-201201', 'PTEN', 'CLHI', 'HARS-200010', 'INTL-200708', 'MVK-200610'] [20.9375, 11.00167, 0.1246927, 16.87859, 22.32271, 35.25] [18.9375, 7.219843, 0.09506957, 16.87859, 18.82166, 28.5625] [ 796.0199005 1514.92152252 133661.92781668 987.44425137 746.62380449 472.81323877] -0.170566 1.820837 0 1.820837 1847.362 3.249349
1997-09-30 ['CLHI', 'SPCT-200212', 'MVK-200610', 'PTEN', 'JBL', 'ASYTQ-200912'] [0.1708497, 64.125, 41.25, 10.2895, 12.85129, 22.1875] [0.1246927, 23.5, 35.25, 11.00167, 8.902709, 14.5625] [97551.62968777 259.90903184 404.04040404 1619.77420348 1296.88666793 751.17370892] -0.271807 2.195277 0 2.195277 1911.570 3.397042
1997-08-29 ['JBL', 'TKLC-201201', 'SMTC', 'APEX-200006', 'AEIS', 'MVK-200610'] [11.62502, 18.15625, 7.390625, 26.66667, 31.33011, 32.625] [12.85129, 17.03125, 8.640625, 25.25, 28.15981, 41.25] [1433.68928971 917.95754446 2255.10923185 624.99992188 531.96961858 510.85568327] 0.053785 3.014693 0 3.014693 1808.993 3.161092
1997-07-31 ['TKLC-201201', 'JBL', 'AMES-200108', 'DELL-201310', 'SPCT-200212', 'AEIS'] [15.375, 9.552631, 14.625, 10.24151, 45.5, 24.86517] [18.15625, 11.62502, 16.875, 9.829752, 44., 31.33011] [1084.01084011 1744.72003228 1139.6011396 1627.36419402 366.3003663 670.28162955] 0.123085 2.860824 0 2.860824 1885.466 3.336997
1997-06-30 ['JBL', 'MANU-200607', 'CLHI', 'DELL-201310', 'BRL-200812', 'AEIS'] [8.228261, 22.25, 0.112522, 7.033551, 13.03704, 15.29208] [9.552631, 21.625, 0.1102256, 10.24151, 13.33333, 24.86517] [ 2025.53937784 749.06367041 148119.1826191 2369.59491254 1278.40880036 1089.88879647] 0.202882 2.547290 0 2.547290 1748.400 3.021714
1997-05-30 ['JBL', 'CLHI', 'DELL-201310', 'MANU-200607', 'TKLC-201201', 'KEA-200706'] [5.738936, 0.08787429, 6.737835, 16.25, 8.75, 28.1875] [8.228261, 0.112522, 7.033551, 22.25, 8.84375, 26.] [ 2904.13879274 189664.87998556 2473.59376813 1025.64102564 1904.76190476 591.27864006] 0.176746 2.117656 0 2.117656 1678.616 2.861195
1997-04-30 ['JBL', 'DELL-201310', 'CLHI', 'BBRC-200008', 'MANU-200607', 'KEA-200706'] [4.745659, 5.015944, 0.05878698, 13.11111, 13.4375, 23.1875] [5.738936, 6.737835, 0.08787429, 13.94444, 16.25, 28.1875] [ 3511.98151124 3322.73778708 283509.4891193 1271.18654841 1240.31007752 718.77807727] 0.255979 1.799586 0 1.799586 1571.299 2.614342
1997-03-31 ['JBL', 'DELL-201310', 'AMD', 'CDG-199811', 'SFAM-200212', 'HKNI-202011'] [4.414567e+00, 4.050187e+00, 2.075000e+01, 2.968750e+01, 3.300000e+01, 4.480000e+04] [4.745659e+00, 5.015944e+00, 2.125000e+01, 3.050000e+01, 2.425000e+01, 4.032000e+04] [3.77537971e+03 4.11503633e+03 8.03212851e+02 5.61403509e+02 5.05050505e+02 3.72023810e-01] -0.000040 1.432815 0 1.432815 1497.534 2.444666
1997-02-28 ['SFAM-200212', 'JBL', 'MTZ', 'SAMC-200201', 'DELL-201310', 'DKB.B-199812'] [37.25, 3.249611, 23.33333, 47.5, 4.259809, 32.4784] [33., 4.414567, 18.5, 43.25, 4.050187, 26.50536] [ 447.42729306 5128.81900839 714.28581633 350.87719298 3912.53848862 513.16156789] -0.047556 1.432872 0 1.432872 1568.509 2.607924
1997-01-31 ['JBL', 'APM-200001', 'MTZ', 'DELL-201310', 'VIAS-200008', 'CDG-199811'] [4.635294, 55.25, 28.33333, 3.96035, 51.75, 34.125] [3.249611, 38.5, 23.33333, 4.259809, 36., 23.1875] [3595.60076808 301.65912519 588.23536332 4208.38225578 322.06119163 488.4004884 ] -0.221304 1.504417 0 1.504417 1566.796 2.603984
1996-12-31 ['CTN-199702', 'VIAS-200008', 'JBL', 'HERBA-200207', 'ENCD-200201', 'CDG-199811'] [52., 47.25, 3.924059, 23.49732, 41.25, 31.625] [23.75, 51.75, 4.635294, 17.91558, 31.5, 34.125] [ 320.51282051 352.73368607 4247.30277161 709.30074862 404.04040404 527.00922266] -0.110274 1.931970 0 1.931970 1484.639 2.415004
1996-11-29 ['CTN-199702', 'VIAS-200008', 'VTSS-201504', 'SAMC-200201', 'MTZ', 'CDG-199811'] [35.625, 45.25, 159.1667, 37.875, 21., 26.] [52., 47.25, 151.6667, 38.375, 23.55556, 31.625] [467.83625731 368.32412523 104.71201996 440.0440044 793.65079365 641.02564103] 0.134661 2.171420 0 2.171420 1502.738 2.456636
1996-10-31 ['VIAS-200008', 'RSYS-201812', 'CLFY-200003', 'ENCD-200201', 'MTZ', 'AGIS-199909'] [49.25, 42.5, 48.25, 41., 21.61111, 19.] [45.25, 30.5, 45., 37.5, 21., 15.375] [338.40947547 392.15686275 345.42314335 406.50406504 771.20826587 877.19298246] -0.122560 1.913717 0 1.913717 1403.724 2.228882
1996-09-30 ['ENCD-200201', 'VIAS-200008', 'SYSF-199903', 'WTSLQ-201512', 'IOM-200806', 'JMED-200008'] [41.875, 42., 34.25, 16.0016, 33.94146, 21.30307] [41., 49.25, 28.25, 14.0014, 30.09243, 19.10688] [ 398.00995025 396.82539683 486.61800487 1041.56251042 491.04153642 782.35985079] -0.060826 2.181024 0 2.181024 1378.524 2.170916
1996-08-30 ['CFS-201012', 'WTSLQ-201512', 'IMAT-200112', 'SYSF-199903', 'VIAS-200008', 'JMED-200008'] [19.375, 16.22384, 6.25, 32.5, 29.75, 17.56141] [18.5, 16.0016, 4.625, 34.25, 42., 21.30307] [ 860.21505376 1027.29481224 2666.66666667 512.82051282 560.22408964 949.05059825] 0.059969 2.322277 0 2.322277 1307.370 2.007246
1996-07-31 ['TWAIQ-201412', 'CFS-201012', 'MPS-201001', 'WTSLQ-201512', 'IMAT-200112', 'JMED-200008'] [10.75, 19.25, 29.625, 10.61217, 4.5, 15.2016] [13.25, 19.375, 23.25, 16.22384, 6.25, 17.56141] [1550.3875969 865.8008658 562.58790436 1570.52390479 3703.7037037 1096.37582009] 0.182797 2.190892 0 2.190892 1268.877 1.918703
1996-06-28 ['IOM-200806', 'PAIR-200006', 'SYSF-199903', 'MPS-201001', 'CHKAQ-202102', 'DSP-199911'] [40.58979, 31., 23.5, 27.25, 4759.067, 25.6875] [23.26915, 27.75, 18.125, 29.625, 3941.619, 23.3125] [410.61229109 537.6344086 709.21985816 611.62079511 3.502087 648.82400649] -0.156226 1.852298 0 1.852298 1338.969 2.079931
1996-05-31 ['IOM-200806', 'MPS-201001', 'JLG-200612', 'SYSF-199903', 'JTS-199805', 'RATL-200302'] [61.75946, 31.5, 12.93473, 23.375, 8.125, 15.53125] [40.58979, 27.25, 12.14017, 23.5, 5.75, 13.4375] [ 269.86419031 529.1005291 1288.52064687 713.01247772 2051.28205128 1073.10529846] -0.160149 2.195253 0 2.195253 1343.307 2.089909
1996-04-30 ['IOM-200806', 'MPS-201001', 'AN', 'CHZS-201212', 'ABRX-199907', 'RATL-200302'] [38.31536, 29.75, 14.78213, 0.2682965, 31.25, 13.34375] [61.75946, 31.5, 23.47087, 0.2483735, 31.375, 15.53125] [ 434.98656066 560.22408964 1127.48749109 62120.32831836 533.33333333 1249.02419984] 0.225360 2.613860 0 2.613860 1309.787 2.012805
1996-03-29 ['IOM-200806', 'MPS-201001', 'AN', 'ASND-199906', 'IDEV-200903', 'CHZS-201212'] [17.93299, 25.25, 14.16151, 54., 37.125, 0.2005582] [38.31536, 29.75, 14.78213, 61.5, 39.375, 0.2682965] [ 929.38582281 660.0660066 1176.89897946 308.64197531 448.93378227 83101.39733338] 0.315979 2.133137 0 2.133137 1285.414 1.956742
1996-02-29 ['AN', 'CUBE-200106', 'IOM-200806', 'MPS-201001', 'ASND-199906', 'APLX-200710'] [13.3152, 28.88082, 13.1217, 17.66667, 45.25, 39.75] [14.16151, 21.66061, 17.93299, 25.25, 54., 35.] [1251.70231515 577.084261 1270.16062451 943.39604842 368.32412523 419.28721174] 0.113891 1.620951 0 1.620951 1272.621 1.927315
1996-01-31 ['AN', 'MPS-201001', 'CHKAQ-202102', 'IOM-200806', 'CUBE-200106', 'TLZ-200008'] [14.16151, 15.33333, 2449.033, 10.35156, 24.75499, 29.875] [13.3152, 17.66667, 2190.892, 13.1217, 28.88082, 26.125] [1176.89897946 1086.95675803 6.80540714 1610.06328193 673.26493231 557.88005579] 0.049293 1.455215 0 1.455215 1254.122 1.884763
1995-12-29 ['IOM-200806', 'AN', 'CUBE-200106', 'ASND-199906', 'MPS-201001', 'QDEK-199810'] [11.34298, 16.30548, 25.78644, 40.5625, 14.66667, 27.5] [10.35156, 14.16151, 24.75499, 38.875, 15.33333, 16.] [1469.33756973 1022.15124404 646.33453345 410.88854648 1136.3633781 606.06060606] -0.112204 1.386853 0 1.386853 1218.748 1.803395
1995-11-30 ['QDEK-199810', 'IOM-200806', 'ASND-199906', 'AN', 'CUBE-200106', 'RSAS-200609'] [32., 9.972491, 35.75, 12.13038, 20.68073, 16.5] [27.5, 11.34298, 40.5625, 16.30548, 25.78644, 18.16667] [ 520.83333333 1671.26414721 466.2004662 1373.96080475 805.90320877 1010.1010101 ] 0.137249 1.562130 0 1.562130 1199.160 1.758338
1995-10-31 ['QDEK-199810', 'AN', 'ASND-199906', 'XLGX-199512', 'IOM-200806', 'WOLF'] [21.375, 9.704301, 32.5, 69.125, 5.540273, 6.125] [32., 12.13038, 35.75, 71., 9.972491, 4.625] [ 779.72709552 1717.45153687 512.82051282 241.10910187 3008.27534431 2721.08843537] 0.238217 1.373604 0 1.373604 1148.235 1.641199
1995-09-29 ['AN', 'QDEK-199810', 'WOLF', 'IOM-200806', 'EDMK-199612', 'APM-200001'] [10.43777, 19.375, 6.1875, 5.277839, 48.125, 15.625] [9.704301, 21.375, 6.125, 5.540273, 43., 15.375] [1596.76508169 860.21505376 2693.6026936 3157.85810569 346.32034632 1066.66666667] -0.008319 1.109340 0 1.109340 1158.237 1.664206
1995-08-31 ['DRMD-200110', 'AN', 'IOM-200806', 'WOLF', 'QDEK-199810', 'EDMK-199612'] [16.75, 9.59146, 5.540273, 6.8125, 17.5, 40.] [14.25, 10.43777, 5.277839, 6.1875, 19.375, 48.125] [ 995.02487562 1737.65690173 3008.27534431 2446.48318043 952.38095238 416.66666667] 0.018356 1.118646 0 1.118646 1115.031 1.564823
1995-07-31 ['DRMD-200110', 'AN', 'IOM-200806', 'ALMC', 'CNXS-200612', 'ASND-199906'] [17.5, 9.986403, 6.473372, 60.49539, 20.70976, 18.125] [16.75, 9.59146, 5.540273, 50.71891, 14.12573, 16.125] [ 952.38095238 1668.93591884 2574.64991455 275.50308654 804.77353029 919.54022989] -0.136070 1.098482 0 1.098482 1105.221 1.542257
1995-06-30 ['ASND-199906', 'KLIC', 'BBRC-200008', 'ALMC', 'MEDI-200706', 'USRX-199706'] [12.625, 15.42283, 8., 42.34678, 2.395833, 27.25] [18.125, 19.08938, 9.555555, 60.49539, 1.5, 36.375] [1320.1320132 1080.64905511 2083.33333333 393.57577286 6956.52270699 611.62079511] 0.209557 1.271495 0 1.271495 1062.554 1.444114
1995-05-31 ['PRST-201210', 'ASND-199906', 'ALMC', 'HELX-200510', 'BBRC-200008', 'TNCR-199704'] [29., 9.6875, 36.29724, 14.78596, 6.666667, 33.625] [25.5, 12.625, 42.34678, 16.73148, 8., 41.] [ 574.71264368 1720.43010753 459.171735 1127.19543856 2499.999875 495.66294919] 0.150019 1.051207 0 1.051207 1032.690 1.375420
1995-04-28 ['ASND-199906', 'PRST-201210', 'KLIC', 'ALMC', 'HELX-200510', 'PCTL-200110'] [9.625, 20.75, 9.864788, 35.21696, 12.74316, 21.3125] [9.6875, 29., 9.893888, 36.29724, 14.78596, 21.75] [1731.6017316 803.21285141 1689.51088119 473.25682474 1307.89118764 782.01368524] 0.103090 0.914078 0 0.914078 996.490 1.292152
1995-03-31 ['ALMC', 'ASND-199906', 'STRM-199607', 'EFII-201907', 'ALTC-199602', 'TNCR-199704'] [36.72935, 8.09375, 21.5, 13.375, 44.75, 29.625] [35.21696, 9.625, 18.375, 11.375, 38.375, 33.875] [ 453.76971459 2059.2020592 775.19379845 1246.105919 372.43947858 562.58790436] -0.024311 0.828652 0 0.828652 971.100 1.233749
1995-02-28 ['ALMC', 'IDCC', 'STRM-199607', 'ASND-199906', 'PAIR-200006', 'GCR.A-200204'] [33.05641, 8.598413, 18.5, 6.78125, 5.625, 13.25] [36.72935, 4.899096, 21.5, 8.09375, 5.96875, 13.] [ 504.18864803 1938.34218787 900.9009009 2457.75729647 2962.96296296 1257.86163522] 0.013139 0.849299 0 0.849299 947.530 1.179533
1995-01-31 ['IDCC', 'ALMC', 'ASND-199906', 'STRM-199607', 'ALTC-199602', 'PLNR-201511'] [8.498431, 23.11788, 6.375, 17.875, 34.5, 23.5] [8.598413, 33.05641, 6.78125, 18.5, 34.75, 20.25] [1961.14631826 720.94269313 2614.37908497 932.4009324 483.09178744 709.21985816] 0.068218 0.838285 0 0.838285 910.390 1.094102
1994-12-30 ['STRM-199607', 'ASND-199906', 'CCBL-200712', 'NETM-200806', 'IDCC', 'NWK-201208'] [17.5, 5.09375, 15.5, 141.75, 5.898911, 24.] [17.875, 6.375, 11.5, 133.4375, 8.498431, 24.375] [ 952.38095238 3271.98364008 1075.2688172 117.57789536 2825.38025521 694.44444444] 0.068760 0.784751 0 0.784751 890.870 1.049202
1994-11-30 ['ALMC', 'TNCR-199704', 'STRM-199607', 'CCBL-200712', 'NWK-201208', 'PLNR-201511'] [18.8688, 22.1875, 14.0625, 12.75, 20.75, 20.] [18.00458, 19.25, 17.5, 15.5, 24., 23.] [ 883.29234857 751.17370892 1185.18518519 1307.18954248 803.21285141 833.33333333] 0.098094 0.734263 0 0.734263 877.210 1.017781
1994-10-31 ['CCBL-200712', 'STRM-199607', 'TNCR-199704', 'GDC-200108', 'NWK-201208', 'CYT-201512'] [13.3125, 14.15625, 22., 33.375, 21.75, 6.228062] [12.75, 14.0625, 22.1875, 27.625, 20.75, 5.734374] [1251.95618153 1177.33627667 757.57575758 499.37578027 766.2835249 2676.05985083] -0.056314 0.668671 0 0.668671 910.430 1.094194
1994-09-30 ['TNCR-199704', 'STX-199608', 'TFSIQ-201002', 'GCR.A-200204', 'CYT-201512', 'ALMC'] [18.625, 13.5, 16.64062, 8.5, 5.525506, 13.10734] [22., 12.125, 11.67188, 8.5, 6.228062, 14.83578] [ 894.85458613 1234.56790123 1001.56524617 1960.78431373 3016.31500657 1271.55217357] 0.006630 0.708573 0 0.708573 895.620 1.060128
1994-08-31 ['ENCC-199704', 'CCIL-199903', 'HLYW-200504', 'STRM-199607', 'HOG-199805', 'TFSIQ-201002'] [4.25, 23.83333, 12.3125, 9.5, 17.5, 14.625] [4.5, 26.16667, 14., 9.3125, 15.25, 16.64062] [3921.56862745 699.30079711 1353.63790186 1754.38596491 952.38095238 1139.6011396 ] 0.047216 0.703906 0 0.703906 915.080 1.104890
1994-07-29 ['CCIL-199903', 'TFSIQ-201002', 'HOG-199805', 'ENCC-199704', 'ECC-200310', 'OVON-199901'] [22.16667, 15.32812, 17.25, 4.25, 12.625, 6.25] [23.83333, 14.625, 17.5, 4.25, 11.5, 6.625] [ 751.87958618 1087.32621265 966.18357488 3921.56862745 1320.1320132 2666.66666667] 0.002450 0.672169 0 0.672169 876.860 1.016976
1994-06-30 ['UC-199903', 'STX-199608', 'IO', 'BLT-201604', 'NL', 'HOG-199805'] [17.46669, 9.375, 178.125, 6.5, 1.613344, 11.5] [16.06504, 9.125, 151.875, 6.75, 1.898052, 17.25] [ 954.19719859 1777.77777778 93.56725146 2564.1025641 10330.5102115 1449.27536232] 0.076775 0.670526 0 0.670526 850.500 0.956342
1994-05-31 ['IO', 'MME-200402', 'UC-199903', 'HNT-201603', 'IDTI-201903', 'TLAB-201312'] [193.125, 24.1875, 16.67069, 34.125, 14.4375, 2.994203] [178.125, 22.25, 17.46669, 25.125, 12.375, 2.623895] [ 86.29989213 689.06115418 999.75865826 488.4004884 1154.4011544 5566.31152486] -0.106716 0.622717 0 0.622717 874.440 1.011409
1994-04-29 ['MME-200402', 'IDTI-201903', 'MU', 'BDT-199909', 'IO', 'WSM'] [25.5625, 15.0625, 9.007866, 41.37944, 176.25, 3.892237] [24.1875, 14.4375, 8.329191, 30.88378, 193.125, 3.721774] [ 651.99674002 1106.50069156 1850.23474668 402.77651574 94.56264775 4282.02770455] -0.062054 0.697110 0 0.697110 864.910 0.989488
1994-03-31 ['JTS-199805', 'WDC', 'MME-200402', 'UC-199903', 'AMES-200108', 'MU'] [6.75, 6.773606, 18.875, 18.06888, 5.25, 8.206641] [4.875, 6.322032, 25.5625, 15.48761, 5.125, 9.007866] [2469.13580247 2460.53087036 883.00220751 922.39622305 3174.6031746 2030.87556366] -0.009863 0.743230 0 0.743230 855.130 0.966992
1994-02-28 ['DPGE-199601', 'MCOM-200107', 'PRVL-200204', 'MME-200402', 'JTS-199805', 'UC-199903'] [54.5, 29.5, 29.5, 17.8125, 6.5, 17.27378] [45.25, 21., 22., 18.875, 6.75, 18.06888] [ 305.81039755 564.97175141 564.97175141 935.67251462 2564.1025641 964.85347542] -0.094660 0.750633 0 0.750633 894.230 1.056931
1994-01-31 ['DPGE-199601', 'JTS-199805', 'UC-199903', 'PRVL-200204', 'PDLI-202012', 'EDCI-202003'] [48., 7.375, 18.77585, 26.5, 1.044265, 1.627546] [54.5, 6.5, 17.27378, 29.5, 0.9076731, 1.454198] [ 347.22222222 2259.88700565 887.66509461 628.93081761 15960.1889048 10240.3659661 ] -0.031222 0.829117 0 0.829117 916.370 1.107858
1993-12-31 ['AVNW', 'UC-199903', 'MICA-200004', 'EDCI-202003', 'CULP', 'MCOM-200107'] [357., 16.95191, 25.5, 1.675699, 11.37837, 24.] [330., 18.77585, 27.5, 1.627546, 10.92323, 23.25] [ 46.6853408 983.17338086 653.59477124 9946.09811587 1464.76750771 694.44444444] 0.001735 0.855838 0 0.855838 889.160 1.045268
1993-11-30 ['JTS-199805', 'UC-199903', 'GOTK-199806', 'ADP-200010', 'MCOM-200107', 'MICA-200004'] [9., 15.62551, 16., 6.996418, 23.5, 24.16667] [5.75, 16.95191, 15.75, 7.773798, 24., 25.5] [1851.85185185 1066.6318518 1041.66666667 2382.17137207 709.21985816 689.65507729] -0.017382 0.854355 0 0.854355 872.040 1.005889
1993-10-29 ['JTS-199805', 'DPGE-199601', 'SPCL-199504', 'ELS-199510', 'EDCI-202003', 'MCOM-200107'] [8.5, 73.5, 9.375, 6.875, 1.834601, 28.] [9., 40.5, 8.75, 5., 1.50235, 23.5] [1960.78431373 226.75736961 1777.77777778 2424.24242424 9084.62748394 595.23809524] -0.178561 0.869468 0 0.869468 885.740 1.037402
1993-09-30 ['NTLDQ-200301', 'INVI-199705', 'EDCI-202003', 'DPGE-199601', 'ELS-199510', 'PLAY-200003'] [13.5, 13.625, 1.70459, 47., 6.125, 15.33333] [13.86, 13.125, 1.834601, 73.5, 6.875, 15.83333] [1234.56790123 1223.24159021 9777.52225853 354.60992908 2721.08843537 1086.95675803] 0.130855 1.058470 0 1.058470 873.260 1.008695
1993-08-31 ['INVI-199705', 'DIGI-199809', 'EDCI-202003', 'EMC-201609', 'LNW', 'ACO-201405'] [15.5, 32.25, 1.324187, 1.948359, 20.75, 1.765202] [13.625, 30.5625, 1.70459, 2.064246, 23.25, 1.665285] [ 1075.2688172 516.79586563 12586.33913992 8554.20724141 803.21285141 9441.79004254] 0.039556 0.935991 0 0.935991 873.390 1.008994
1993-07-30 ['DIGI-199809', 'INVI-199705', 'CHC-199409', 'JTS-199805', 'SSC-200007', 'CMAG-199810'] [27.5, 11.625, 5.125, 4.125, 27., 20.25] [32.25, 15.5, 6., 4., 24., 15.75] [ 606.06060606 1433.69175627 3252.03252033 4040.4040404 617.28395062 823.04526749] 0.052193 0.900375 0 0.900375 840.710 0.933823
1993-06-30 ['DIGI-199809', 'JTS-199805', 'SSC-200007', 'EDCI-202003', 'WSN-199504', 'KOIL-199502'] [25.375, 4.125, 20., 0.8234035, 15.875, 22.25] [27.5, 4.125, 27., 0.7463599, 17.375, 15.875] [ 656.81444992 4040.4040404 833.33333333 20241.18997146 1049.8687664 749.06367041] 0.024691 0.855713 0 0.855713 842.140 0.937112
1993-05-31 ['DIGI-199809', 'LNW', 'KOIL-199502', 'WSN-199504', 'GDC-200108', 'STAR-200612'] [21.375, 15.75, 23., 15.125, 14.625, 22.42358] [25.375, 15.66667, 22.25, 15.875, 14.5, 17.85949] [ 779.72709552 1058.2010582 724.63768116 1101.92837466 1139.6011396 743.2651997 ] -0.002211 0.835094 0 0.835094 836.640 0.924461
1993-04-30 ['DIGI-199809', 'SNPX-199410', 'STAR-200612', 'ALX', 'KOIL-199502', 'EDCI-202003'] [16.9375, 36.58334, 19.05012, 24.28173, 16., 0.5746169] [21.375, 39.75, 22.42358, 22.68425, 23., 0.7270991] [ 984.0098401 455.58078258 874.88512758 686.38711767 1041.66666667 29004.83203099] 0.193785 0.836944 0 0.836944 813.270 0.870704
1993-03-31 ['WSN-199504', 'DIGI-199809', 'LNW', 'ELK-200703', 'TBI-200405', 'QVCN-199502'] [12.5, 13.625, 10.58333, 12.596, 14., 57.] [11.875, 16.9375, 11., 13.29578, 13.625, 52.5] [1333.33333333 1223.24159021 1574.80364561 1323.17137716 1190.47619048 292.39766082] 0.030385 0.701085 0 0.701085 835.380 0.921562
1993-02-26 ['TAC-200105', 'DIGI-199809', 'ARGO', 'ELK-200703', 'ETV-200011', 'ALC-199508'] [22.5, 13.0625, 102.7897, 11.49635, 9.75, 14.875] [19.5, 13.625, 98.79783, 12.596, 9.625, 16.625] [ 740.74074074 1275.91706539 162.14335353 1449.73549576 1709.4017094 1120.44817927] 0.011895 0.680410 0 0.680410 815.070 0.874845
1993-01-29 ['TAC-200105', 'ETV-200011', 'DIGI-199809', 'LNW', 'AKLMQ-200808', 'WAN.B-199309'] [23.5, 11.875, 13.5, 7.875, 14.5, 1.625] [22.5, 9.75, 13.0625, 7.75, 11.33333, 0.75] [ 709.21985816 1403.50877193 1234.56790123 2116.4021164 1149.42528736 10256.41025641] -0.171106 0.672411 0 0.672411 809.790 0.862700
1992-12-31 ['DIGI-199809', 'BSN-199801', 'HESI-199303', 'ASCL-200504', 'LNW', 'ALC-199508'] [11., 9.125, 5.75, 36.25, 7.166667, 14.] [13.5, 8.375, 0.71875, 37.25, 7.875, 14.5] [1515.15151515 1826.48401826 2898.55072464 459.77011494 2325.58128718 1190.47619048] -0.094630 0.811215 0 0.811215 801.930 0.844620
1992-11-30 ['DIGI-199809', 'CERN', 'BSN-199801', 'TMAX-199312', 'MCRS-201409', 'SMSC-201208'] [9.25, 1.602197, 8.75, 7.75, 2.46875, 23.125] [11., 1.670214, 9.125, 8.5, 2.53125, 26.] [ 1801.8018018 10402.38289465 1904.76190476 2150.53763441 6751.05485232 720.72072072] 0.086819 0.896004 0 0.896004 787.830 0.812187
1992-10-30 ['DIGI-199809', 'TAC-200105', 'HERBA-200207', 'SNPX-199410', 'AMZ-200412', 'CYE-199612'] [8.625, 14., 5.17441, 20.33333, 19.43966, 12.11111] [9.25, 12.25, 7.424153, 21.58333, 15.25644, 11.88889] [1932.36714976 1190.47619048 3220.97913901 819.67226552 857.35381517 1376.14691524] 0.035031 0.824428 0 0.824428 756.700 0.740581
1992-09-30 ['BICO-199810', 'HERBA-200207', 'ASCL-200504', 'AMZ-200412', 'CSFCA-199601', 'STAR-200612'] [3.875, 5.975318, 23., 19.19358, 11.64444, 12.3032] [4.125, 5.17441, 28.75, 19.43966, 12.53333, 11.31101] [4301.07526882 2789.25183006 724.63768116 868.34590872 1431.29825622 1354.66111797] 0.031499 0.796525 0 0.796525 749.240 0.723421
1992-08-31 ['ALC-199508', 'HERBA-200207', 'BICO-199810', 'ASCL-200504', 'ENZ', 'BELFA'] [5.875, 5.228404, 3.25, 18.75, 3.807221, 6.06888] [5.125, 5.975318, 3.875, 23., 3.299592, 6.463603] [2836.87943262 3187.71591994 5128.20512821 888.88888889 4377.64623243 2746.25081838] 0.060980 0.772202 0 0.772202 739.370 0.700718
1992-07-31 ['ALC-199508', 'BICO-199810', 'HERBA-200207', 'CSFCA-199601', 'ASCL-200504', 'CERN'] [6.25, 3.5, 4.257414, 12.08889, 18.875, 0.9975941] [5.875, 3.25, 5.228404, 9.68889, 18.75, 0.9371339] [ 2666.66666667 4761.9047619 3914.73947957 1378.67634387 883.00220751 16706.86170524] -0.028186 0.727820 0 0.727820 755.700 0.738280
1992-06-30 ['DFSE-199301', 'WEN', 'ASCL-200504', 'FFBK-199212', 'MIDL-199512', 'SXCL-201702'] [28.40323, 1.48095, 15., 48.5, 14.00078, 44.08062] [29.95, 1.423251, 18.875, 49.25, 16.39408, 46.00764] [ 586.78772332 11254.03738591 1111.11111111 343.64261168 1190.40986764 378.09510544] 0.083992 0.748929 0 0.748929 726.390 0.670861
1992-05-29 ['ASCL-200504', 'FFBK-199212', 'SXCL-201702', 'TSAR-200107', 'ICAD', 'NTK-200301'] [16.625, 44.375, 42.87622, 19.5, 70.625, 6.375] [15., 48.5, 44.08062, 5.5, 51.875, 5.5] [1002.50626566 375.58685446 388.7158585 854.7008547 235.98820059 2614.37908497] -0.182898 0.690899 0 0.690899 739.660 0.701385
1992-04-30 ['ASCL-200504', 'DOUG-199610', 'WEN', 'LNW', 'MXTR-199601', 'NTM-199401'] [16.875, 26.27192, 1.375679, 3.666667, 12.625, 15.] [16.625, 25.36599, 1.384785, 3.666667, 12.25, 11.83333] [ 987.65432099 634.39088832 12115.22940066 4545.45413223 1320.1320132 1111.11111111] -0.047249 0.845548 0 0.845548 734.770 0.690137
1992-03-31 ['CATO', 'ASCL-200504', 'TSAR-200107', 'WEN', 'SHYF', 'DOUG-199610'] [2.198051, 14.375, 21.5, 1.337466, 4.895326, 24.08259] [1.923294, 16.875, 16.5, 1.375679, 4.549191, 26.27192] [ 7582.47495926 1159.42028986 775.19379845 12461.3759652 3404.60812348 692.06288305] -0.022479 0.887480 0 0.887480 720.150 0.656507
1992-02-28 ['TSAR-200107', 'CATO', 'SHYF', 'CYTR', 'BSBL-199805', 'CMSI-199812'] [24.75, 2.315804, 6.279862, 1284.745, 19.5, 13.375] [21.5, 2.198051, 4.895326, 1067.605, 17.25, 9.75] [ 673.4006734 7196.92455262 2653.98613324 12.97274297 854.7008547 1246.105919 ] -0.159677 0.907888 0 0.907888 736.470 0.694047
1992-01-31 ['CATO', 'ROIX', 'SEQU-199903', 'TSAR-200107', 'CYTR', 'CMSI-199812'] [2.472807, 35.625, 22.75, 20.75, 1357.125, 15.25] [2.315804, 33.75, 19.75, 24.75, 1284.745, 13.375] [6739.97876367 467.83625731 732.6007326 803.21285141 12.28086334 1092.89617486] -0.038584 1.080404 0 1.080404 726.810 0.671827
1991-12-31 ['CATO', 'OCHTQ-201205', 'CMSI-199812', 'ROIX', 'SEQU-199903', 'EMPI-199908'] [2.276553e+00, 1.570000e+04, 1.312500e+01, 2.875000e+01, 1.850000e+01, 1.675000e+01] [2.472807e+00, 1.500000e+04, 1.525000e+01, 3.562500e+01, 2.275000e+01, 1.512500e+01] [7.32100973e+03 1.06157113e+00 1.26984127e+03 5.79710145e+02 9.00900901e+02 9.95024876e+02] 0.095895 1.123763 0 1.123763 731.770 0.683236
1991-11-29 ['CATO', 'ROIX', 'CMSI-199812', 'OCHTQ-201205', 'SEQU-199903', 'ICN-199411'] [1.903669e+00, 3.125000e+01, 1.200000e+01, 1.370000e+04, 1.450000e+01, 1.787500e+01] [2.276553e+00, 2.875000e+01, 1.312500e+01, 1.570000e+04, 1.850000e+01, 1.800000e+01] [8.75502341e+03 5.33333333e+02 1.38888889e+03 1.21654501e+00 1.14942529e+03 9.32400932e+02] 0.106411 1.025429 0 1.025429 657.930 0.513387
1991-10-31 ['OCHTQ-201205', 'ROIX', 'CATO', 'CMSI-199812', 'SHYF', 'BSBL-199805'] [2.370000e+04, 4.125000e+01, 2.178425e+00, 1.200000e+01, 4.697535e+00, 1.283333e+01] [1.370000e+04, 3.125000e+01, 1.903669e+00, 1.200000e+01, 3.115207e+00, 1.225000e+01] [7.03234880e-01 4.04040404e+02 7.65078746e+03 1.38888889e+03 3.54796008e+03 1.29870164e+03] -0.195465 0.926807 0 0.926807 684.150 0.573699
1991-09-30 ['CATO', 'OCHTQ-201205', 'TAVI-199902', 'SHYF', 'FOFF-199612', 'ADGI-201109'] [1.727040e+00, 1.290000e+04, 2.537180e+01, 3.527272e+00, 2.316667e+01, 1.404762e+01] [2.178425e+00, 2.370000e+04, 2.633529e+01, 4.697535e+00, 2.175000e+01, 1.261905e+01] [9.65042307e+03 1.29198966e+00 6.56897290e+02 4.72508688e+03 7.19424357e+02 1.18644060e+03] 0.217580 1.151978 0 1.151978 672.880 0.547776
1991-08-30 ['CATO', 'ROIX', 'SHYF', 'SPTR-200002', 'TAVI-199902', 'OCHTQ-201205'] [1.491534e+00, 2.250000e+01, 3.560237e+00, 1.475000e+01, 2.135728e+01, 1.010000e+04] [1.727040e+00, 2.000000e+01, 3.527272e+00, 1.275000e+01, 2.537180e+01, 1.290000e+04] [1.11741782e+04 7.40740741e+02 4.68133629e+03 1.12994350e+03 7.80374030e+02 1.65016502e+00] 0.061188 0.946121 0 0.946121 680.650 0.565648
1991-07-31 ['ADGI-201109', 'CATO', 'CLBD-199204', 'TAVI-199902', 'FOFF-199612', 'OIL-200108'] [14.28571, 1.530785, 21.5, 18.6274, 18.83333, 34.25] [13.09524, 1.491534, 22.75, 21.35728, 20.16667, 38.375] [ 1166.66701667 10887.66003499 775.19379845 894.73929087 884.95590884 486.61800487] 0.047825 0.891568 0 0.891568 662.910 0.524842
1991-06-28 ['CATO', 'LIPO-200005', 'AIKI', 'BBY', 'EECN-200009', 'SHYF'] [1.138276e+00, 8.375000e+00, 5.888785e+04, 5.470365e-01, 3.812500e+01, 1.681223e+00] [1.530785e+00, 9.375000e+00, 5.442665e+04, 4.794253e-01, 4.500000e+01, 2.340526e+00] [1.46420259e+04 1.99004975e+03 2.83023861e-01 3.04671931e+04 4.37158470e+02 9.91341819e+03] 0.139560 0.850874 0 0.850874 633.020 0.456089
1991-05-31 ['CATO', 'EECN-200009', 'LIPO-200005', 'CFC-200806', 'FHCC-200501', 'MARSA-200609'] [1.000898, 53.125, 8.5, 1.959552, 5.09375, 13.25605] [1.138276, 38.125, 8.375, 1.587053, 5.4375, 13.25605] [16651.71342801 313.7254902 1960.78431373 8505.3454395 3271.98364008 1257.28755298] -0.047069 0.746669 0 0.746669 663.290 0.525717
1991-04-30 ['EECN-200009', 'LIPO-200005', 'AIKI', 'CATO', 'HICI-199307', 'ABN-199908'] [4.562500e+01, 8.375000e+00, 6.245681e+04, 5.495127e-01, 6.875000e+00, 5.125000e+00] [5.312500e+01, 8.500000e+00, 4.907321e+04, 1.000898e+00, 6.000000e+00, 5.250000e+00] [3.65296804e+02 1.99004975e+03 2.66851071e-01 3.03299026e+04 2.42424242e+03 3.25203252e+03] 0.113928 0.783550 0 0.783550 636.940 0.465106
1991-03-29 ['LIPO-200005', 'USRV-199810', 'GSOF-199809', 'SIE-200802', 'CBOT-199508', 'OSUR'] [10.75, 23., 25.25, 4.666667, 12.8902, 18.28727] [8.375, 15.875, 20.75, 4.5, 11.41704, 10.60273] [1550.3875969 724.63768116 660.0660066 3571.42831633 1292.97192182 911.38079476] -0.213190 0.703411 0 0.703411 636.280 0.463587
1991-02-28 ['LIPO-200005', 'VSTR-199502', 'QUAD-199406', 'SYGN-199412', 'BORL-200907', 'FHCC-200501'] [9.5, 8., 6.75, 23.08333, 48.25, 3.28125] [10.75, 6.75, 7.375, 23.66667, 58., 3.65625] [1754.38596491 2083.33333333 2469.13580247 722.02176491 345.42314335 5079.36507937] 0.068258 0.894005 0 0.894005 618.010 0.421562
1991-01-31 ['BORL-200907', 'DELL-201310', 'CBOT-199508', 'ASTA-199708', 'LIFE-200603', 'LIPO-200005'] [50., 0.2258422, 9.391435, 23.5, 6.166667, 4.5] [48.25, 0.2520449, 9.943872, 24.5, 5.5, 9.5] [ 333.33333333 73797.84055711 1774.6666688 709.21985816 2702.70255661 3703.7037037 ] 0.197567 0.836880 0 0.836880 574.970 0.322561
1990-12-31 ['LIFE-200603', 'ASTA-199708', 'LIPO-200005', 'DELL-201310', 'FHCC-200501', 'VC-199106'] [6.083333, 18.625, 3.25, 0.1846666, 2.15625, 53.34266] [6.166667, 23.5, 4.5, 0.2258422, 2.796875, 52.47429] [ 2739.72617752 894.85458613 5128.20512821 90252.74016344 7729.46859903 312.44536112] 0.193976 0.698817 0 0.698817 547.420 0.259189
1990-11-30 ['SGII-199506', 'SMNA-199012', 'CBOT-199508', 'LIFE-200603', 'BORL-200907', 'APCC-200702'] [60., 18.75, 7.365831, 3.958333, 28.125, 1.055662] [50., 18.5, 7.181685, 6.083333, 31.75, 1.070324] [ 277.77777778 888.88888889 2262.70011716 4210.52667036 592.59259259 15787.88160099] 0.079103 0.585286 0 0.585286 531.060 0.221558
1990-10-31 ['SGII-199506', 'CBOT-199508', 'CBEX', 'DVIXQ-201110', 'LIFE-200603', 'BARD-199012'] [57.5, 5.340228, 2.833475, 10.5, 2.958333, 63.24802] [60., 7.365831, 3.854359, 11.625, 3.958333, 63.] [ 289.85507246 3120.96537202 5882.05883823 1587.3015873 5633.8034517 263.51286043] 0.204055 0.542382 0 0.542382 496.930 0.143051
1990-09-28 ['SGII-199506', 'CBOT-199508', 'BARD-199012', 'ARCH-199808', 'AOXY-199407', 'SMNA-199012'] [70., 6.260956, 61.25595, 1.375, 13.125, 10.375] [57.5, 5.340228, 63.24802, 1.25, 11.25, 10.875] [ 238.0952381 2662.00028664 272.08241267 12121.21212121 1269.84126984 1606.42570281] -0.079781 0.450463 0 0.450463 500.860 0.152091
1990-08-31 ['SGII-199506', 'CBOT-199508', 'CBEX', 'DVIXQ-201110', 'PHA-199809', 'WII-199805'] [55., 6.905467, 3.354334, 11.375, 16.625, 19.25] [70., 6.260956, 2.375119, 9.125, 13.5, 18.75] [ 303.03030303 2413.54663872 4968.69622007 1465.2014652 1002.50626566 865.8008658 ] -0.087380 0.489516 0 0.489516 528.980 0.216773
1990-07-31 ['CBOT-199508', 'YGRP-199103', 'TSLH-199303', 'CBEX', 'SHRT-199107', 'PHA-199809'] [9.207289, 19.625, 2.75, 3.875194, 4., 18.5] [6.905467, 11.625, 2., 3.354334, 3.5, 16.625] [1810.16004458 849.25690021 6060.60606061 4300.85994834 4166.66666667 900.9009009 ] -0.215188 0.536386 0 0.536386 583.920 0.343148
1990-06-29 ['TIDE-199606', 'HAXS-201204', 'RRRR-200212', 'FSCX-199806', 'CLBD-199204', 'EMBR-199402'] [22.5, 38.63636, 101.25, 1.25, 2.75, 37.5] [20., 46.59091, 92.5, 1.0625, 3., 25.] [ 740.74074074 431.37258962 164.6090535 13333.33333333 6060.60606061 444.44444444] -0.064012 0.683458 0 0.683458 590.380 0.358007
1990-05-31 ['TIDE-199606', 'HAXS-201204', 'EMBR-199402', 'FSCX-199806', 'ETV-200011', 'SHRT-199107'] [22.5, 38.63636, 56.25, 0.96875, 10.6624, 5.125] [22.5, 38.63636, 37.5, 1.25, 8.961329, 4.5] [ 740.74074074 431.37258962 296.2962963 17204.30107527 1563.1252501 3252.03252033] -0.054084 0.730199 0 0.730199 593.350 0.364839
1990-04-30 ['CNVR-201105', 'TIDE-199606', 'SGII-199506', 'FSCX-199806', 'BART-199103', 'ETV-200011'] [7.777778, 21.25, 45., 0.96875, 6.875, 8.481458] [6.888889, 22.5, 37.5, 0.96875, 6.875, 10.6624] [ 2142.85708163 784.31372549 370.37037037 17204.30107527 2424.24242424 1965.0709426 ] 0.005836 0.771949 0 0.771949 543.360 0.249850
1990-03-30 ['TIDE-199606', 'CNVR-201105', 'BCMD-199812', 'CVM', 'BART-199103', 'ETV-200011'] [1.750000e+01, 4.833333e+00, 1.593750e+02, 5.312500e+03, 7.875000e+00, 7.269821e+00] [21.25, 7.777778, 112.5, 4687.5, 6.875, 8.481458] [9.52380952e+02 3.44827610e+03 1.04575163e+02 3.13725490e+00 2.11640212e+03 2.29258281e+03] 0.075233 0.767470 0 0.767470 558.120 0.283802
1990-02-28 ['TIDE-199606', 'CNVR-201105', 'CVM', 'BART-199103', 'WFTIQ-201912', 'PMD'] [1.312500e+01, 3.333333e+00, 4.062500e+03, 4.750000e+00, 1.063094e+00, 5.925681e+00] [1.750000e+01, 4.833333e+00, 5.312500e+03, 7.875000e+00, 1.104784e+00, 5.746115e+00] [1.26984127e+03 5.00000050e+03 4.10256410e+00 3.50877193e+03 1.56775099e+04 2.81261625e+03] 0.292972 0.713771 0 0.713771 544.080 0.251507
1990-01-31 ['TIDE-199606', 'CNVR-201105', 'PMD', 'BOOM', 'WFTIQ-201912', 'CBEX'] [13.75, 3.555556, 7.003078, 2.801825, 1.136051, 1.833425] [13.125, 3.333333, 5.925681, 2.801825, 1.063094, 1.750087] [ 1212.12121212 4687.49941406 2379.90590233 5948.50380258 14670.70287044 9090.45456818] -0.061913 0.552039 0 0.552039 535.080 0.230805
1989-12-29 ['TIDE-199606', 'CNVR-201105', 'BCMD-199812', 'GRAY-199205', 'PMD', 'WFTIQ-201912'] [14.375, 4.666667, 100.7812, 7.75, 7.273146, 1.099572] [13.75, 3.555556, 63.28125, 7., 7.003078, 1.136051] [ 1159.42028986 3571.42831633 165.37475905 2150.53763441 2291.53473155 15157.41276303] -0.125733 0.588473 0 0.588473 576.870 0.326931
1989-11-30 ['TIDE-199606', 'CNVR-201105', 'BCMD-199812', 'JNP-201808', 'BART-199103', 'GRAY-199205'] [14.375, 4.333333, 124.2188, 129.5238, 4.5, 7.75] [14.375, 4.666667, 100.7812, 115.2381, 5., 7.75] [1159.42028986 3846.15414201 134.17185375 128.67648005 3703.7037037 2150.53763441] -0.018490 0.673104 0 0.673104 566.130 0.302227
1989-10-31 ['TIDE-199606', 'CNVR-201105', 'GRAY-199205', 'BCMD-199812', 'PMD', 'CGII-199510'] [14.375, 3.277778, 9.25, 82.03125, 5.297918, 120.] [14.375, 4.333333, 7.75, 124.2188, 7.36221, 125.] [1159.42028986 5084.74541798 1801.8018018 203.17460317 3145.88988857 138.88888889] 0.184244 0.685784 0 0.685784 556.110 0.279178
1989-09-29 ['CNVR-201105', 'PMD', 'GHM', 'LI-199108', 'BCMD-199812', 'HMO-199308'] [4.111111, 5.027851, 3.684455, 22.5, 49.21875, 9.] [3.277778, 5.297918, 1.959292, 20.25, 82.03125, 6.125] [4054.05416362 3314.86885086 4523.50935665 740.74074074 338.62433862 1851.85185185] -0.061666 0.579090 0 0.579090 572.780 0.317523
1989-08-31 ['CNVR-201105', 'JNP-201808', 'BCMD-199812', 'GHM', 'HMO-199308', 'BEAM-200008'] [4., 139.0476, 75., 3.94323, 8.5, 7.272893] [4.111111, 103.8095, 49.21875, 3.684455, 9., 6.166149] [4166.66666667 119.86303012 222.22222222 4226.65344569 1960.78431373 2291.6144465 ] -0.121395 0.617147 0 0.617147 574.000 0.320329
1989-07-31 ['CNVR-201105', 'BCMD-199812', 'HMO-199308', 'PMD', 'JNP-201808', 'MPP-200807'] [4., 84.375, 9.5, 3.861389, 104.7619, 26.25] [4., 75., 8.5, 3.861389, 139.0476, 20.] [4166.66666667 197.5308642 1754.38596491 4316.2361178 159.09091632 634.92063492] -0.021199 0.702417 0 0.702417 562.230 0.293256
1989-06-30 ['CNVR-201105', 'PMD', 'HMO-199308', 'CLCM-199106', 'JNP-201808', 'MPP-200807'] [4.555556, 3.950454, 7.375, 9., 86.66666, 22.5] [4., 3.861389, 9.5, 7., 104.7619, 26.25] [3658.53622844 4218.92437342 2259.88700565 1851.85185185 192.3077071 740.74074074] 0.049479 0.717631 0 0.717631 520.370 0.196968
1989-05-31 ['CNVR-201105', 'HMO-199308', 'CLCM-199106', 'PMD', 'CTM-199202', 'HSS-199803'] [4.222222, 7.125, 9.375, 4.668719, 5.625, 11.125] [4.555556, 7.375, 9., 3.950454, 4.75, 8.5] [3947.36862881 2339.18128655 1777.77777778 3569.85859861 2962.96296296 1498.12734082] -0.078554 0.683797 0 0.683797 523.790 0.204835
1989-04-28 ['PETT-199403', 'HSS-199803', 'CTM-199202', 'OREM-199803', 'MDIZQ-201011', 'BOOM'] [4.875, 9., 3.875, 24.70094, 30.012, 1.12073] [4.625, 11.125, 5.625, 22.0337, 30.012, 1.400912] [ 3418.8034188 1851.85185185 4301.07526882 674.73815436 555.33342219 14871.25950645] 0.129743 0.742091 0 0.742091 502.350 0.155518
1989-03-31 ['VCR-200106', 'PETT-199403', 'PURO-199506', 'RNBO-200403', 'KEGX', 'LCRD-201101'] [9.739985e+00, 4.000000e+00, 4.000000e+00, 2.687500e+00, 1.123596e+06, 1.212500e+01] [9.493402e+00, 4.875000e+00, 3.625000e+00, 2.708333e+00, 1.193820e+06, 1.137500e+01] [1.71115938e+03 4.16666667e+03 4.16666667e+03 6.20155039e+03 1.48333268e-02 1.37457045e+03] 0.018013 0.656867 0 0.656867 478.370 0.100359
1989-02-28 ['PETT-199403', 'PURO-199506', 'KEGX', 'DINO', 'MDIZQ-201011', 'LACE-199712'] [4.250000e+00, 3.833333e+00, 1.334270e+06, 6.803939e-01, 3.001200e+01, 1.383333e+01] [4.000000e+00, 4.000000e+00, 1.123596e+06, 6.773281e-01, 2.250900e+01, 1.650000e+01] [3.92156863e+03 4.34782647e+03 1.24912249e-02 2.44956145e+04 5.55333422e+02 1.20481957e+03] -0.039162 0.645244 0 0.645244 467.730 0.075884
1989-01-31 ['PURO-199506', 'KEGX', 'MDIZQ-201011', 'PSIX-199203', 'MEC-200003', 'POWL'] [4.166667e+00, 1.544944e+06, 3.001200e+01, 5.500000e+00, 1.371425e+01, 1.923020e+00] [3.833333e+00, 1.334270e+06, 3.001200e+01, 4.500000e+00, 8.783284e+00, 1.730718e+00] [3.99999968e+03 1.07878775e-02 5.55333422e+02 3.03030303e+03 1.21528094e+03 8.66692321e+03] -0.142955 0.671543 0 0.671543 476.110 0.095160
1988-12-30 ['MDIZQ-201011', 'HPFS-200806', 'CCBL-200712', 'MEC-200003', 'INTV-200809', 'CTM-199202'] [37.51501, 11.25, 2.8125, 10.32421, 1.328125, 3.375] [30.012, 17.5, 3.15625, 13.71425, 1.328125, 2.75] [ 444.26661933 1481.48148148 5925.92592593 1614.32852167 12549.01960784 4938.27160494] 0.103492 0.783557 0 0.783557 446.100 0.026131
1988-11-30 ['CTM-199202', 'MDIZQ-201011', 'HPFS-200806', 'PSIX-199203', 'FMCC', 'ACCC-199804'] [3.5, 30.012, 10.625, 4.75, 2.59683, 2.178886] [3.375, 37.51501, 11.25, 4.25, 2.914221, 1.782725] [4761.9047619 555.33342219 1568.62745098 3508.77192982 6418.08153274 7649.16873424] 0.018042 0.710070 0 0.710070 436.750 0.004623
1988-10-31 ['VCR-200106', 'CTM-199202', 'BOOM', 'FMCC', 'DXK-199507', 'CIA'] [12.08251, 3.125, 1.12073, 2.604102, 6.75, 2.63549] [5.424801, 3.5, 1.12073, 2.59683, 5.25, 2.690396] [ 1379.40433459 5333.33333333 14871.25950645 6400.15892875 2469.13580247 6323.93470158] -0.105867 0.697486 0 0.697486 444.200 0.021760
1988-09-30 ['VCR-200106', 'CTM-199202', 'CIA', 'ACSE-199509', 'FMCC', 'DISK-201210'] [11.34277, 3.625, 2.36096, 0.4791667, 2.322778, 11.14248] [12.08251, 3.125, 2.63549, 0.3958333, 2.604102, 9.285396] [ 1469.36477304 4597.70114943 7059.27532303 34782.60627599 7175.31622336 1495.77712203] -0.029317 0.780070 0 0.780070 436.160 0.003266
1988-08-31 ['CTM-199202', 'VCR-200106', 'TEXS-201605', 'ICOC-201004', 'DISK-201210', 'WTEC-200702'] [3.000000e+00, 1.060302e+01, 8.556349e+05, 5.283664e+00, 1.114248e+01, 1.344000e+01] [3.625000e+00, 1.134277e+01, 6.021134e+05, 4.226931e+00, 1.114248e+01, 1.094000e+01] [5.55555556e+03 1.57187921e+03 1.94787130e-02 3.15437671e+03 1.49577712e+03 1.24007937e+03] -0.067368 0.803630 0 0.803630 419.320 -0.035469
1988-07-29 ['CTM-199202', 'VCR-200106', 'ICOC-201004', 'WTEC-200702', 'TKLC-201201', 'FTUSQ-201602'] [4.125, 11.58935, 6.340397, 13.75, 2.0625, 195.7774] [3., 10.60302, 5.283664, 13.44, 1.75, 189.6594] [4040.4040404 1438.10193554 2628.64717567 1212.12121212 8080.80808081 85.13069776] -0.121635 0.861679 0 0.861679 431.260 -0.008005
1988-06-30 ['CTM-199202', 'VCR-200106', 'ICOC-201004', 'HPFS-200806', 'TEAM-201012', 'FTUSQ-201602'] [3.75, 8.630366, 7.39713, 12.5, 6.125, 201.8955] [4.125, 11.58935, 6.340397, 10., 5., 195.7774] [4444.44444444 1931.16568482 2253.12609981 1333.33333333 2721.08843537 82.55095664] -0.018996 0.981004 0 0.981004 434.740 0.000000