4 Months RUx1000_topN_6_BM

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55 Months RUx1000_topN_6_BM

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110 Months RUx1000_topN_6_BM

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220 Months RUx1000_topN_6_BM

( Interactive Figure)

topNstocks topNbegPrices topNendPrices topN_6_positions topN_6_monthlyReturn topN_6_aggregateReturn SELL TimetopN_6_AggRet benchmark benchmarkAggRet
Date
2000-01-31 ['ITWO-201001', 'BEAS-200804', 'BCOR', 'VIGN-200907', 'VIAV', 'VRSN'] [1203.906, 37.6875, 258.9597, 650., 463.7842, 137.0318] [2043.75, 63.28125, 401.0295, 768.3333, 599.5225, 214.8352] [ 13.84382723 442.23327805 64.36007868 25.64102564 35.93625369 121.62626972] 0.494637 273.779924 0 273.779924 736.08 4.661283
1999-12-31 ['VSTR-200105', 'SAPE-201502', 'QCOM', 'BEAS-200804', 'BCOR', 'ITWO-201001'] [141.2531, 65.52657, 59.40644, 34.96875, 197.7427, 1218.75] [116.5012, 41.0885, 42.83672, 37.6875, 258.9597, 1203.906] [117.99151075 254.34974952 280.55319704 476.61602621 84.2846116 13.67521368] -0.075326 183.174815 0 183.174815 767.97 4.906553
1999-11-30 ['BRCD-201711', 'BEAS-200804', 'QCOM', 'SDLI-200102', 'VIGN-200907', 'VIAV'] [34.11463, 20.3125, 30.55173, 81.375, 344.7917, 260.1058] [41.65235, 34.96875, 59.40644, 109., 543.3333, 366.8487] [488.54895002 820.51282051 545.52284491 204.81310804 48.33836391 64.0764899 ] 0.535439 198.096564 0 198.096564 724.66 4.573450
1999-10-29 ['BRCD-201711', 'VSTR-200105', 'SCNT-200111', 'VRTS-200507', 'BEAS-200804', 'QLGC-201608'] [31.65108, 98.01489, 61.9375, 47.94445, 11.40625, 26.03125] [34.11463, 91.56328, 72.5, 61.04167, 20.3125, 28.28125] [ 526.57497522 170.04219121 269.08846283 347.62452519 1461.18721461 640.25610244] 0.220496 129.016206 0 129.016206 707.19 4.439086
1999-09-30 ['BRCD-201711', 'LDIG-200203', 'NSM-201109', 'QCOM', 'VSTR-200105', 'AMCC-201701'] [24.70902, 23.3125, 13.94795, 15.9531, 61.25931, 57.] [31.65108, 31.25, 13.66272, 18.78323, 98.01489, 77.8125] [ 674.51751088 714.92403932 1194.9187276 1044.72902863 272.06748928 292.39766082] 0.290587 105.707982 0 105.707982 663.83 4.105599
1999-08-31 ['QCOM', 'EXDS-200109', 'LDIG-200203', 'CNXT-201104', 'BRCD-201711', 'DISH'] [16.20607, 20.09375, 18., 129.1454, 22.13516, 14.83763] [15.9531, 18.01562, 23.3125, 130.493, 24.70902, 16.11291] [1028.42124381 829.44530845 925.92592593 129.0535061 752.94990715 1123.27013591] 0.064795 81.906922 0 81.906922 683.27 4.255115
1999-07-30 ['LDIG-200203', 'QCOM', 'CNXT-201104', 'EYE-200505', 'WWCA-200507', 'SDLI-200102'] [30.375, 13.15458, 112.9741, 101.25, 35., 33.96875] [18., 16.20607, 129.1454, 90.5, 38.6875, 40.9375] [ 548.69684499 1266.98584574 147.52643895 164.6090535 476.19047619 490.64704079] 0.028674 76.922707 0 76.922707 690.51 4.310798
1999-06-30 ['QCOM', 'LSI-201405', 'XOXO-200111', 'BRCM-201601', 'VIAV', 'RSHCQ-201510'] [12.10053, 22.88446, 18.59375, 44.84045, 94.37718, 39.32992] [13.15458, 24.99306, 28.03125, 37.37674, 102.7631, 41.29139] [1377.35013811 728.2962616 896.35854342 371.68821157 176.59636224 423.76558779] 0.109848 74.778532 0 74.778532 713.61 4.488463
1999-05-31 ['QCOM', 'IMNX-200207', 'SCHW', 'TWX-201806', 'XOXO-200111', 'VIAV'] [8.200534, 21.6875, 26.84243, 90.84115, 19.125, 76.18399] [12.10053, 21.23958, 27.73294, 83.79478, 18.59375, 94.37718] [2032.38797213 768.49183477 620.90752092 183.47044997 871.45969499 218.76862405] 0.103593 67.377262 0 67.377262 679.10 4.223043
1999-04-30 ['TWX-201806', 'AMZN', 'QCOM', 'SCHW', 'ATHMA-200109', 'XOXO-200111'] [108.7428, 86.03125, 8.432425, 27.91623, 71.96875, 18.3125] [90.84115, 59.375, 8.200534, 26.84243, 63.375, 19.125] [ 153.2668523 193.72805424 1976.4974686 597.0242639 231.5819945 910.12514221] -0.102579 61.052613 0 61.052613 695.25 4.347254
1999-03-31 ['TWX-201806', 'AMZN', 'SCHW', 'ATHMA-200109', 'IMNX-200207', 'TER'] [111.9803, 86.09375, 24.45055, 78.75, 13.875, 25.52452] [108.7428, 86.03125, 27.91623, 71.96875, 15.91667, 22.07447] [ 148.83570295 193.58741682 681.64792476 211.64021164 1201.2012012 652.96689876] 0.006329 68.031177 0 68.031177 667.49 4.133749
1999-02-26 ['AMZN', 'AABA-201910', 'TWX-201806', 'NSCP-199903', 'SCHW', 'ATHMA-200109'] [64.0625, 10.46098, 67.74998, 77.4375, 18.96587, 53.0625] [86.09375, 11.47471, 111.9803, 97.625, 24.45055, 78.75] [ 260.16260163 1593.22230486 246.00253265 215.22733387 878.77153364 314.09501374] 0.354606 67.603301 0 67.603301 643.67 3.950546
1999-01-29 ['AABA-201910', 'AMZN', 'TWX-201806', 'ATHMA-200109', 'TER', 'SCHW'] [12.07102, 58.46875, 66.9406, 62.5, 30.40722, 17.87687] [10.46098, 64.0625, 67.74998, 53.0625, 22.45456, 18.96587] [1380.71734341 285.05255657 248.9769537 266.66666667 548.11543662 932.30339912] -0.062873 49.906256 0 49.906256 665.64 4.119520
1998-12-31 ['AMZN', 'AABA-201910', 'TWX-201806', 'SCHW', 'NSCP-199903', 'SLR-200710'] [53.54167, 8.073611, 59.08484, 14.2856, 60.75, 23.23438] [58.46875, 12.07102, 66.9406, 17.87687, 73.8125, 22.26562] [ 311.28402731 2064.33857993 282.08025386 1166.67600007 274.3484225 717.32779901] 0.190803 53.254553 0 53.254553 642.87 3.944393
1998-11-30 ['AMZN', 'AABA-201910', 'STAR', 'TWX-201806', 'JAVA-201001', 'BBY'] [32., 6.542373, 28.61579, 33.35127, 37.03125, 8.500579] [53.54167, 8.073611, 21.54965, 59.08484, 42.8125, 9.053761] [ 520.83333333 2547.49563601 582.42902491 499.7310947 450.07032349 1960.65075881] 0.275513 44.721552 0 44.721552 605.31 3.655515
1998-10-30 ['AMZN', 'STAR', 'AABA-201910', 'BRCM-201601', 'EXC', 'AEH-199902'] [21.07292, 25.3174, 4.459547, 12.86279, 5.984005, 37.29809] [32., 28.61579, 6.542373, 13.85149, 6.235007, 40.26321] [ 790.90447203 658.30877842 3737.30037303 1295.72718412 2785.20266388 446.85040619] 0.219029 35.061607 0 35.061607 570.63 3.388786
1998-09-30 ['AABA-201910', 'AMZN', 'STAR', 'DELL-201310', 'EXC', 'TWX-201806'] [4.412694, 18.60417, 19.80096, 31.50312, 5.675153, 21.25816] [4.459547, 21.07292, 25.3174, 31.38334, 5.984005, 24.25764] [3776.98219425 895.85650242 841.71003157 529.04812814 2936.77838583 784.01266463] 0.102271 28.761908 0 28.761908 529.11 3.069451
1998-08-31 ['AMZN', 'AABA-201910', 'EXC', 'AEH-199902', 'MCK', 'DELL-201310'] [13.95833, 2.351165, 5.289088, 28.16679, 62.13421, 23.95675] [18.60417, 4.412694, 5.675153, 29.71362, 75.90729, 31.50312] [1194.03013589 7088.68440397 3151.14187298 591.7133854 268.23655868 695.69815049] 0.312371 26.093308 0 26.093308 496.66 2.819874
1998-07-31 ['AMZN', 'DKB.B-199812', 'AABA-201910', 'TWX-201806', 'DELL-201310', 'LU-200611'] [18.47917, 92.11631, 3.099747, 22.3056, 26.02302, 35.30949] [13.95833, 86.59159, 2.351165, 15.6044, 23.95675, 27.09131] [ 901.91641003 180.93068064 5376.78290088 747.19651866 640.45858884 472.01663538] -0.193116 19.882575 0 19.882575 584.97 3.499077
1998-06-30 ['TWX-201806', 'COF', 'DELL-201310', 'AAPL', 'LU-200611', 'UIS'] [2.002028e+01, 3.198622e+01, 2.223486e+01, 2.193245e-01, 3.178386e+01, 2.825000e+02] [2.230560e+01, 2.989351e+01, 2.602302e+01, 2.647184e-01, 3.530949e+01, 2.743750e+02] [8.32489189e+02 5.21057714e+02 7.49573717e+02 7.59909024e+04 5.24375160e+02 5.89970501e+01] 0.084705 24.641171 0 24.641171 592.57 3.557530
1998-05-29 ['TWX-201806', 'COF', 'DELL-201310', 'F', 'AZA.A-200106', 'GIC-200001'] [15.86625, 25.7081, 19.73437, 14.16242, 24.1875, 23.8125] [20.02028, 31.98622, 22.23486, 16.10762, 21.625, 27.1875] [1050.44775335 648.3041013 844.55022718 1176.82335834 689.06115418 699.91251094] 0.134312 22.716931 0 22.716931 572.16 3.400554
1998-04-30 ['COF', 'TWX-201806', 'GTW-200710', 'DELL-201310', 'PARA', 'LXK-201611'] [24.72201, 15.2234, 29.40625, 19.34507, 13.70606, 23.89434] [25.7081, 15.86625, 22.53125, 19.73437, 12.99713, 22.8398] [ 674.16309057 1094.80580335 566.77293659 861.54594771 1216.00712872 697.51525536] -0.037902 20.027065 0 20.027065 585.46 3.502846
1998-03-31 ['TWX-201806', 'LOW', 'SNG-199810', 'UAWGQ-200303', 'FRX-201406', 'KEA-200706'] [13.00952, 6.568523, 71.76559, 74.125, 9.375, 56.5] [15.2234, 6.550439, 69.17165, 71.25, 9.046875, 50.625] [1281.11311306 2537.35378055 232.23757607 224.84541877 1777.77777778 294.98525074] -0.007749 20.816035 0 20.816035 580.31 3.463236
1998-02-27 ['TWX-201806', 'AFM-200008', 'UAWGQ-200303', 'MDA-199803', 'INTU', 'DEP-199804'] [11.5574, 44.75, 63.3125, 53.56702, 7.00201, 55.2093] [13.00952, 45.875, 74.125, 52.125, 7.284349, 56.625] [1442.07751455 372.43947858 263.24448832 311.13671559 2380.26890374 301.88150668] 0.060101 20.978591 0 20.978591 553.14 3.254269
1998-01-30 ['COF', 'UVN-200703', 'T-200511', 'UIS', 'SNG-199810', 'ABI-199908'] [16.73955, 19.0625, 51.11, 165., 63.94135, 54.52317] [17.29093, 19.1875, 49.78379, 178.75, 61.9777, 55.61938] [995.64603987 874.31693989 326.09404552 101.01010101 260.65553303 305.6804413 ] 0.014379 19.789230 0 19.789230 517.02 2.976465
1997-12-31 ['TCOMA-199903', 'DEP-199804', 'UIS', 'INTU', 'CINF', 'UAWGQ-200303'] [27.9375, 56.64088, 138.75, 6.21146, 19.24137, 62.5] [28., 51.41249, 165., 5.627959, 17.43001, 60.9375] [ 596.56972409 294.25154882 120.12012012 2683.21242778 866.18918854 266.66666667] -0.018993 19.508706 0 19.508706 513.79 2.951623
1997-11-28 ['UIS', 'IOM-200806', 'UVN-200703', 'IMNX-200207', 'NXTL-200508', 'KSU-202112'] [143.75, 46.18838, 16.64062, 4.760417, 12.625, 1.721725] [138.75, 34.81624, 17.45312, 4.5, 13., 1.770518] [ 115.94202899 360.84111776 1001.56524617 3501.09384675 1320.1320132 9680.21412634] -0.038138 19.886414 0 19.886414 504.25 2.878250
1997-10-31 ['IMNX-200207', 'UIS', 'NBR', 'RDC-201904', 'NEBLQ-202102', 'NAV-202106'] [5.333333, 133.125, 857.7571, 35.4124, 11.86438, 23.18025] [4.760417, 143.75, 731.3096, 30.97162, 10.02947, 21.99312] [3125.00019531 125.19561815 19.43052021 470.64493417 1404.76507552 719.0028868 ] -0.084383 20.674923 0 20.674923 483.86 2.721427
1997-09-30 ['NAV-202106', 'JBL', 'DELL-201310', 'AFCI-200411', 'IMNX-200207', 'UIS'] [27.61636, 12.85129, 11.60405, 41., 5.604167, 153.125] [23.18025, 8.902709, 9.597672, 29.0625, 5.333333, 133.125] [ 603.50700334 1296.88666793 1436.28014932 406.50406504 2973.97751828 108.84353741] -0.185148 22.580317 0 22.580317 500.78 2.851561
1997-08-29 ['JBL', 'TDM-199708', 'NAV-202106', 'DELL-201310', 'NBR', 'CPQ-200205'] [11.62502, 34.25, 24.80474, 9.829752, 718.2738, 32.06928] [12.85129, 34.25, 27.61636, 11.60405, 816.0425, 36.59815] [1433.68928971 486.61800487 671.91458837 1695.53277302 23.20377921 519.70816516] 0.112779 27.710934 0 27.710934 475.33 2.655822
1997-07-31 ['DELL-201310', 'TDM-199708', 'NAV-202106', 'JBL', 'KEA-200706', 'FAM.B-199709'] [10.24151, 29.375, 20.61855, 9.552631, 30.5625, 34.375] [9.829752, 34.25, 24.80474, 11.62502, 29.375, 34.875] [1627.36419402 567.37588652 808.33359604 1744.72003228 545.33060668 484.84848485] 0.086903 24.902452 0 24.902452 499.89 2.844716
1997-06-30 ['DELL-201310', 'AMAT', 'CBB-199801', 'CPWR-201412', 'GWF-199707', 'FORT-199708'] [7.033551, 6.636308, 37.08927, 10.81328, 53.75, 50.625] [10.24151, 8.610214, 38.86964, 14.01197, 57.125, 55.75] [2369.59491254 2511.4365799 449.36626325 1541.31463041 310.07751938 329.218107 ] 0.210229 22.911385 0 22.911385 462.95 2.560606
1997-05-30 ['DELL-201310', 'HS-199707', 'TER', 'AMAT', 'CBB-199801', 'OI'] [6.737835, 21.49901, 19.17994, 6.115009, 31.86192, 28.85099] [7.033551, 21.6875, 18.47824, 6.636308, 37.08927, 28.9678] [2473.59376813 775.22949506 868.96344132 2725.5342824 523.09046871 577.68092764] 0.044905 18.931448 0 18.931448 445.06 2.423012
1997-04-30 ['AMD', 'AMAT', 'TER', 'QMCO', 'DELL-201310', 'TXN'] [21.25, 5.1427, 15.32056, 140.6794, 5.015944, 7.502052] [20., 6.115009, 19.17994, 130.9919, 6.737835, 7.544081] [ 784.31372549 3240.8397664 1087.86275872 118.47268802 3322.73778708 2221.61438853] 0.110362 18.117861 0 18.117861 419.15 2.223735
1997-03-31 ['AMD', 'QMCO', 'DELL-201310', 'TER', 'ALTR-201512', 'AMAT'] [20.75, 130.1495, 4.050187, 13.50782, 9.699239, 4.346108] [21.25, 140.6794, 5.015944, 15.32056, 11.1654, 5.1427] [ 803.21285141 128.05786166 4115.03633454 1233.85318036 1718.34786901 3834.84871215] 0.135350 16.317070 0 16.317070 398.19 2.062529
1997-02-28 ['AMD', 'QMCO', 'RDRTQ-200508', 'DELL-201310', 'KLAC', 'AMAT'] [18., 133.9402, 153.75, 4.259809, 11.42667, 4.744404] [20.75, 130.1495, 126.25, 4.050187, 9.98978, 4.346108] [ 925.92592593 124.43364029 108.40108401 3912.53848862 1458.57600392 3512.91050818] -0.052216 14.371840 0 14.371840 417.46 2.210737
1997-01-31 ['QMCO', 'RDRTQ-200508', 'AMD', 'WDC', 'DELL-201310', 'APCC-200702'] [128.0435, 165., 17.5625, 29.10142, 3.96035, 12.66794] [133.9402, 153.75, 18., 23.68253, 4.259809, 9.794196] [ 130.16409788 101.01010101 948.99169632 572.70973948 4208.38225578 1315.65721551] -0.055777 15.163619 0 15.163619 416.77 2.205430
1996-12-31 ['APCC-200702', 'WDC', 'DELL-201310', 'QMCO', 'ALTR-201512', 'AMD'] [12.78524, 22.82956, 3.181755, 96.4538, 8.204879, 12.875] [12.66794, 29.10142, 3.96035, 128.0435, 9.75563, 17.5625] [1303.58653155 730.04765167 5238.19925377 172.79429806 2031.31169474 1294.49838188] 0.231808 16.059365 0 16.059365 393.75 2.028380
1996-11-29 ['WDC', 'SOC-200102', 'MFE-201102', 'APCC-200702', 'DELL-201310', 'AES'] [21.57519, 27.57422, 31.83333, 11.1431, 3.043255, 9.125188] [22.82956, 25.45313, 29.33333, 12.78524, 3.181755, 8.681765] [ 772.49223143 604.42930631 523.56026425 1495.69389727 5476.59222335 1826.44638847] 0.007828 13.037228 0 13.037228 401.05 2.084525
1996-10-31 ['WDC', 'AES', 'AN', 'CPWR-201412', 'IBCIQ-200902', 'SOC-200102'] [19.46785, 8.191666, 28.09734, 5.97278, 17.23976, 24.571] [21.57519, 9.125188, 30.12847, 6.397385, 18.35857, 27.57422] [ 856.11234249 2034.58816151 593.17596138 2790.43706058 966.75746453 678.30640457] 0.092118 12.935965 0 12.935965 374.38 1.879403
1996-09-30 ['PAIR-200006', 'WSTL', 'DELL-201310', 'ATAR-200810', 'WWWW-200709', 'WDC'] [39.0625, 177., 2.328296, 1137.5, 206.25, 16.10613] [34.4375, 113., 2.43685, 956.25, 148.75, 19.46785] [ 426.66666667 94.16195857 7158.3109135 14.65201465 80.80808081 1034.80269107] -0.110461 11.844840 0 11.844840 366.77 1.820874
1996-08-30 ['PAIR-200006', 'CSCC-199706', 'CPU-200003', 'DELL-201310', 'APAC-201110', 'CHKAQ-202102'] [3.312500e+01, 6.812500e+01, 2.006250e+01, 2.010121e+00, 4.425000e+01, 4.269260e+03] [3.906250e+01, 8.150000e+01, 2.700000e+01, 2.328296e+00, 5.125000e+01, 4.974185e+03] [5.03144654e+02 2.44648318e+02 8.30737279e+02 8.29137483e+03 3.76647834e+02 3.90387717e+00] 0.200494 13.315700 0 13.315700 347.79 1.674896
1996-07-31 ['CSCC-199706', 'PAIR-200006', 'CPWR-201412', 'SBGI', 'IOM-200806', 'CPU-200003'] [61.5, 27.75, 4.769732, 9.213057, 23.26915, 19.8125] [68.125, 33.125, 4.868806, 8.530608, 21.69454, 20.0625] [ 271.00271003 600.6006006 3494.25642084 1809.02676133 716.2559297 841.21976866] 0.032177 11.091849 0 11.091849 339.44 1.610675
1996-06-28 ['CSCC-199706', 'CPWR-201412', 'ANDW-200712', 'USRX-199706', 'CCU-200807', 'HLT-200710'] [68., 4.472508, 35.83334, 85.5, 18.12085, 15.74941] [61.5, 4.769732, 27.25, 53.75, 17.51591, 14.26362] [ 245.09803922 3726.46995079 465.11619254 194.93177388 919.75082111 1058.24070023] -0.127956 10.746070 0 10.746070 357.10 1.746501
1996-05-31 ['CNTO-199910', 'TJX', 'CCU-200807', 'PRST-201210', 'CSCC-199706', 'CPWR-201412'] [35.375, 0.8369142, 17.87337, 81.25, 56.375, 4.444201] [29.875, 0.8013008, 18.12085, 32.25, 68., 4.472508] [ 471.14252061 19914.42691099 932.48596469 205.12820513 295.63932003 3750.2054175 ] -0.095781 12.322852 0 12.322852 357.35 1.748423
1996-04-30 ['CNTO-199910', 'PRST-201210', 'TJX', 'CSCC-199706', 'TSS-201909', 'PYXS-199605'] [40., 69.375, 0.69872, 50.125, 10.59848, 25.25] [35.375, 81.25, 0.8369142, 56.375, 12.30398, 25.5] [ 416.66666667 240.24024024 23853.1409816 332.50207814 1572.55254213 660.0660066 ] 0.091473 13.628164 0 13.628164 349.84 1.690663
1996-03-29 ['CNTO-199910', 'CSCC-199706', 'ASND-199906', 'TJX', 'PRST-201210', 'CBB-202109'] [36.125, 44.875, 54., 0.5950963, 54.1875, 52.40706] [40., 50.125, 61.5, 0.69872, 69.375, 49.82718] [ 461.36101499 371.40204271 308.64197531 28006.67163729 307.57401 318.02330958] 0.128054 12.486032 0 12.486032 345.01 1.653515
1996-02-29 ['ASND-199906', 'CNTO-199910', 'CSCC-199706', 'PRST-201210', 'HFS-199712', 'IT'] [45.25, 29.125, 33.9375, 52.375, 46.5, 25.50461] [54., 36.125, 44.875, 54.1875, 48.625, 28.74423] [368.32412523 572.24606581 491.09883364 318.21797932 358.42293907 653.47663292] 0.160554 11.068646 0 11.068646 342.56 1.634672
1996-01-31 ['CNTO-199910', 'ASND-199906', 'TCA-200102', 'JAVA-201001', 'DEC-199806', 'HFS-199712'] [34.25, 38.875, 49.33334, 11.5, 72.625, 41.5] [29.125, 45.25, 49.5, 13.125, 72.625, 46.5] [ 486.61800487 428.72454448 337.83779218 1449.27536232 229.48938612 401.6064257 ] 0.046586 9.537382 0 9.537382 338.97 1.607060
1995-12-29 ['ASND-199906', 'HFS-199712', 'CNTO-199910', 'TCA-200102', 'TSS-201909', 'HS-199707'] [40.5625, 40.875, 30.875, 51.5, 7.426303, 35.99835] [38.875, 41.5, 34.25, 49.33334, 6.726283, 33.49846] [ 410.88854648 407.74719674 539.81106613 323.62459547 2244.27506751 462.98418307] -0.020463 9.112850 0 9.112850 328.89 1.529534
1995-11-30 ['ASND-199906', 'CSCC-199706', 'INTU', 'USRX-199706', 'HFS-199712', 'TWX-201806'] [35.75, 29.08333, 12.64879, 54.875, 34.625, 3.892143] [40.5625, 28.41667, 11.74531, 43.875, 40.875, 3.570773] [ 466.2004662 573.06596826 1317.64909265 303.72057707 481.34777377 4282.13112074] -0.010376 9.303222 0 9.303222 324.36 1.494693
1995-10-31 ['ASND-199906', 'USRX-199706', 'INTU', 'IT', 'MXIM-202108', 'HFS-199712'] [32.5, 46.25, 10.84182, 20.55684, 5.542635, 30.625] [35.75, 54.875, 12.64879, 20.49793, 5.561172, 34.625] [ 512.82051282 360.36036036 1537.25727476 810.76014926 3006.99336447 544.21768707] 0.097374 9.400761 0 9.400761 311.37 1.394785
1995-09-29 ['CRUS', 'USRX-199706', 'ASND-199906', 'EDCI-202003', 'ALTR-201512', 'LSI-201405'] [57.25, 42.625, 20., 6.240532, 7.034768, 28.77613] [42.125, 46.25, 32.5, 5.568808, 6.823302, 23.25657] [ 291.12081514 391.00684262 833.33333333 2670.71247558 2369.18497762 579.18374245] 0.019390 8.566597 0 8.566597 313.28 1.409475
1995-08-31 ['CRUS', 'USRX-199706', 'RDRTQ-200508', 'MU', 'KMAGQ-200207', 'EDCI-202003'] [54.5, 35.0625, 204.375, 38.16251, 31.125, 5.655482] [57.25, 42.625, 182.5, 39.40356, 32.6875, 6.240532] [ 305.81039755 475.34165181 81.54943935 436.7287861 535.47523427 2946.99314164] 0.057547 8.403647 0 8.403647 301.40 1.318105
1995-07-31 ['CRUS', 'USRX-199706', 'AAI-201105', 'KMAGQ-200207', 'ASND-199906', 'PRST-201210'] [46., 36.375, 15.4375, 34.3125, 18.125, 31.] [54.5, 35.0625, 14.5625, 31.125, 16.125, 25.875] [ 362.31884058 458.19014891 1079.62213225 485.73163327 919.54022989 537.6344086 ] -0.046091 7.946360 0 7.946360 299.98 1.307184
1995-06-30 ['CRUS', 'MU', 'NWACQ-200705', 'AMAT', 'EDCI-202003', 'INTC'] [31.375, 27.28017, 35.375, 4.059101, 4.420377, 4.767147] [46., 30.93819, 38.375, 4.849835, 5.417129, 4.901896] [ 531.20849934 610.94438439 471.14252061 4105.99949759 3770.41747043 3496.15119204] 0.188932 8.330309 0 8.330309 289.29 1.224965
1995-05-31 ['MU', 'CRUS', 'EC-200606', 'BSX', 'INTC', 'GRA-199609'] [22.13414, 24.625, 22.95218, 7.1875, 4.230136, 63.39689] [27.28017, 31.375, 23.64828, 7.96875, 4.767147, 60.56007] [ 752.98460508 676.81895093 726.14743639 2318.84057971 3939.98364749 262.89407362] 0.121305 7.006546 0 7.006546 282.48 1.172589
1995-04-28 ['MU', 'CRUS', 'INTC', 'EC-200606', 'ADBE', 'LSI-201405'] [20.43795, 24.875, 3.857998, 21.09677, 6.989782, 16.52767] [22.13414, 24.625, 4.230136, 22.95218, 6.239806, 16.74473] [ 815.47643803 670.01675042 4320.02988769 790.01035072 2384.43297182 1008.40993719] 0.027198 6.248564 0 6.248564 272.81 1.098216
1995-03-31 ['MU', 'BAY-199808', 'SFX-199509', 'IDTI-201903', 'SXCL-201702', 'CNW-199504'] [18.85865, 24.58333, 22.875, 18.5, 127.1834, 34.75] [20.43795, 24.25, 23.375, 19.0625, 123.3294, 35.] [883.76774937 677.96619362 728.59744991 900.9009009 131.04435537 479.61630695] 0.016557 6.083118 0 6.083118 266.11 1.046685
1995-02-28 ['SFX-199509', 'SXCL-201702', 'LSI-201405', 'IDTI-201903', 'ASCL-200504', 'COMS-201004'] [21.125, 127.1834, 13.51982, 19.0625, 75.5, 4.758462] [22.875, 127.1834, 13.02368, 18.5, 68.75, 5.169265] [ 788.95463511 131.04435537 1232.75802982 874.31693989 220.75055188 3502.53226077] 0.002260 5.984042 0 5.984042 260.08 1.000308
1995-01-31 ['IDTI-201903', 'CYE-199612', 'DEC-199806', 'COMS-201004', 'CAW-199503', 'FHCC-200501'] [15., 14.5, 33.875, 4.176492, 67.25, 8.6875] [19.0625, 16.625, 33.625, 4.758462, 67.375, 7.9375] [1111.11111111 1149.42528736 492.00492005 3990.58986984 247.8314746 1918.46522782] 0.077479 5.970547 0 5.970547 250.52 0.926780
1994-12-30 ['ASCL-200504', 'COMS-201004', 'AMH-199709', 'GTW-200710', 'FHCC-200501', 'CAW-199503'] [64.25, 4.701406, 11., 5.40625, 8.53125, 66.75] [64.5, 4.176492, 10.25, 5.21875, 8.6875, 67.25] [ 259.40337224 3545.0387962 1515.15151515 3082.85163776 1953.6019536 249.68789014] -0.030803 5.541216 0 5.541216 244.64 0.881557
1994-11-30 ['QCOM', 'COMS-201004', 'ASCL-200504', 'LSI-201405', 'REE.A-199501', 'JAVA-201001'] [1.245952, 3.971091, 57.5, 10.60499, 30.875, 4.1875] [0.9724507, 4.701406, 64.25, 10.01583, 31., 4.4375] [13376.65228409 4196.9994308 289.85507246 1571.58721193 539.81106613 3980.09950249] 0.014997 5.717327 0 5.717327 241.82 0.859868
1994-10-31 ['ACY-199411', 'DELL-201310', 'LSI-201405', 'ASCL-200504', 'MCK-199411', 'PARAA'] [98.75, 0.666297, 10.54298, 55., 106.0834, 10.6929] [100.5, 0.6438376, 10.60499, 57.5, 107., 10.62628] [ 168.77637131 25013.87019102 1580.83072022 303.03030303 157.10909215 1558.6666542 ] 0.006293 5.632850 0 5.632850 251.62 0.935241
1994-09-30 ['ACY-199411', 'LSI-201405', 'SYN-199410', 'MCK-199411', 'WMANQ-200902', 'CCXLA-199505'] [99.5, 9.302628, 23.875, 101.4765, 25.22084, 23.625] [98.75, 10.54298, 23.875, 106.0834, 24.297, 24.125] [ 167.5041876 1791.60842148 698.08027923 164.24163887 660.82916614 705.46737213] 0.025955 5.597623 0 5.597623 247.49 0.903476
1994-08-31 ['ACY-199411', 'LSI-201405', 'SFA-200602', 'MCK-199411', 'USR-199505', 'TLAB-201312'] [96.4804, 7.876225, 10.85383, 102.0991, 21.75128, 3.565535] [99.5, 9.302628, 9.976398, 101.4765, 21.58734, 3.597275] [ 172.74665804 2116.0729495 1535.55626601 163.24009386 766.23843133 4674.38032909] 0.021138 5.456013 0 5.456013 254.04 0.953853
1994-07-29 ['ANN-201508', 'GEB-199408', 'MCK-199411', 'WMANQ-200902', 'MU', 'SYN-199410'] [18.27778, 51.91103, 98.70518, 21.20704, 9.236417, 23.25] [18.38889, 53., 102.0991, 23.46555, 9.946911, 24.] [ 911.85399248 321.0621455 168.8530092 785.90254305 1804.45151693 716.84587814] 0.046187 5.343073 0 5.343073 244.44 0.880018
1994-06-30 ['MU', 'GEB-199408', 'KEM-199601', 'LSI-201405', 'AXLL-201608', 'WMANQ-200902'] [8.545134, 50.79064, 57.99528, 6.201752, 641.2686, 20.65381] [9.236417, 51.91103, 57.87545, 6.7289, 671.6938, 21.20704] [1950.42777172 328.14445076 287.3797086 2687.41263222 25.99014932 806.95361614] 0.043354 5.107189 0 5.107189 237.11 0.823643
1994-05-31 ['MU', 'GEB-199408', 'KEM-199601', 'CPQ-200205', 'LSI-201405', 'FH-199704'] [8.329191, 50.41718, 55.71861, 7.719477, 5.953681, 42.25] [8.545134, 50.79064, 57.99528, 6.340416, 6.201752, 39.] [2000.99465442 330.57514654 299.12208267 2159.04091257 2799.38859114 394.47731755] -0.023285 4.894974 0 4.894974 244.13 0.877634
1994-04-29 ['COMS-201004', 'MU', 'CPQ-200205', 'PHS-200512', 'KEM-199601', 'LSI-201405'] [2.681628, 9.007866, 7.24619, 25.375, 56.32966, 5.519559] [2.145302, 8.329191, 7.719477, 28., 55.71861, 5.953681] [6215.13001306 1850.23474668 2300.05929553 656.81444992 295.87728147 3019.56490848] -0.006463 5.011671 0 5.011671 241.76 0.859406
1994-03-31 ['COMS-201004', 'GQ-199404', 'CPQ-200205', 'THC', 'FH-199704', 'MCU-199601'] [2.550399, 64.625, 6.389377, 42.97921, 38.25, 13.42188] [2.681628, 61.875, 7.24619, 45.64459, 39.25, 14.13454] [6534.92518883 257.89813024 2608.49636305 387.78438847 435.72984749 1241.75351491] 0.047376 5.044269 0 5.044269 239.19 0.839640
1994-02-28 ['COMS-201004', 'HST', 'LOTS-199507', 'THC', 'HFS-199712', 'CPQ-200205'] [2.767211, 4.187884, 69.5, 41.64653, 13.74268, 6.454658] [2.550399, 3.418681, 70.5, 42.97921, 12.81098, 6.389377] [6022.91139587 3979.73455489 239.80815348 400.19340547 1212.76684509 2582.11460106] -0.048924 4.816101 0 4.816101 250.52 0.926780
1994-01-31 ['COMS-201004', 'HST', 'HCA.A-199402', 'CPQ-200205', 'HUM', 'BGEN-200311'] [2.45911, 4.230618, 38.875, 5.614165, 18.44944, 13.03125] [2.767211, 4.187884, 42.375, 6.454658, 17.76613, 10.96875] [6777.51978019 3939.53475985 428.72454448 2968.68130286 903.36978611 1278.97681855] 0.026603 5.063846 0 5.063846 258.08 0.984925
1993-12-31 ['SPGLQ-200407', 'BCO', 'CVC-201606', 'HCA.A-199402', 'FUS-199706', 'COMS-201004'] [20.92157, 8.940468, 4.318034, 34.25, 17.59653, 2.145302] [17.59844, 9.398953, 4.055612, 38.875, 16.31448, 2.45911] [ 796.6260021 1864.18279968 3859.78124921 486.61800487 947.15643747 7768.91396487] 0.006688 4.932622 0 4.932622 250.71 0.928242
1993-11-30 ['MRV-199804', 'HSN-199612', 'SPGLQ-200407', 'CVC-201606', 'EMC-201609', 'BV-199409'] [29.5, 14.875, 19.75926, 4.15899, 1.839714, 33.25481] [27.375, 14.875, 20.92157, 4.318034, 1.912144, 30.53803] [ 564.97175141 1120.44817927 843.48637888 4007.38320281 9059.37915712 501.18063121] -0.002882 4.899853 0 4.899853 246.70 0.897400
1993-10-29 ['SNPL-199412', 'CVC-201606', 'AKLMQ-200808', 'CMCSA', 'NXTL-200508', 'EMC-201609'] [23., 4.445269, 28.75, 3.296397, 27.1875, 1.991817] [21., 4.15899, 24.5, 2.904394, 18.875, 1.839714] [ 724.63768116 3749.3044103 579.71014493 5056.02531087 613.02681992 8367.56924289] -0.133369 4.914018 0 4.914018 250.97 0.930242
1993-09-30 ['EMC-201609', 'SNPL-199412', 'MU', 'AKLMQ-200808', 'DIGI-199809', 'FUS-199706'] [2.064246, 24.5, 5.378872, 29.375, 30.5625, 16.4495] [1.991817, 23., 4.67728, 28.75, 32.8125, 17.41196] [8073.97309558 680.27210884 3098.54308983 567.37588652 545.33060668 1013.20202235] -0.019316 5.670253 0 5.670253 247.95 0.907014
1993-08-31 ['SNPL-199412', 'EMC-201609', 'QCOM', 'HET-200801', 'DIGI-199809', 'AKLMQ-200808'] [28.625, 1.948359, 1.580232, 29.85812, 32.25, 26.25] [24.5, 2.064246, 1.676464, 32.46605, 30.5625, 29.375] [ 582.24163028 8554.20724141 10546.97453707 558.19544789 516.79586563 634.92063492] 0.021723 5.781934 0 5.781934 249.20 0.916628
1993-07-30 ['SNPL-199412', 'CMAG-199810', 'QCOM', 'HM-200112', 'BMGCA-200101', 'DIGI-199809'] [22.125, 20.25, 1.362444, 19.87148, 10.28042, 27.5] [28.625, 15.75, 1.580232, 18.61497, 9.433797, 32.25] [ 753.29566855 823.04526749 12232.91868632 838.72296712 1621.20484053 606.06060606] 0.043093 5.659004 0 5.659004 240.78 0.851869
1993-06-30 ['SUP', 'ADBE', 'MU', 'STK-200508', 'BMGCA-200101', 'MGM'] [19.51741, 3.65917, 3.655663, 19.5625, 8.805832, 7.993628] [20.40851, 2.933262, 4.418798, 13.375, 10.28042, 7.993628] [ 853.93844094 4554.76697357 4559.13651413 851.97018104 1892.68505993 2084.99403108] -0.015468 5.425216 0 5.425216 241.78 0.859560
1993-05-31 ['QVCN-199502', 'BMGCA-200101', 'MSX-200011', 'ADBE', 'HET-200801', 'ORCL'] [68., 9.408971, 16.68016, 3.904656, 19.74575, 0.8641528] [63.5, 8.805832, 18.15528, 3.65917, 20.38442, 1.01939] [ 245.09803922 1771.35912808 999.19105492 4268.40845049 844.06349046 19286.71256596] 0.017879 5.510452 0 5.510452 240.80 0.852023
1993-04-30 ['QVCN-199502', 'NXTL-200508', 'HET-200801', 'SUP', 'SNPX-199410', 'MGMA-199502'] [52.5, 12.25, 17.03137, 15.72419, 36.58334, 36.75] [68., 12.5, 19.74575, 17.15762, 39.75, 34.75] [ 317.46031746 1360.54421769 978.58637718 1059.93801059 455.58078258 453.51473923] 0.099720 5.413662 0 5.413662 235.13 0.808414
1993-03-31 ['QVCN-199502', 'NXTL-200508', 'CNC-200208', 'SPGLQ-200407', 'SNPX-199410', 'GNT-199806'] [57., 13.1875, 15.54322, 10.97928, 30.20833, 8.06903] [52.5, 12.25, 12.94788, 10.17028, 36.58334, 8.218456] [ 292.39766082 1263.82306477 1072.27888859 1518.01089568 551.72419881 2065.5105591 ] -0.026857 4.922764 0 4.922764 241.80 0.859714
1993-02-26 ['CNC-200208', 'QVCN-199502', 'SNPX-199410', 'PCTL-200110', 'AMD', 'DMBK-199303'] [14.84596, 47., 27.04167, 12.875, 10.872, 26.875] [15.54322, 57., 30.20833, 9.4375, 11.49683, 27.] [1122.63987419 354.60992908 616.33274375 1294.49838188 1532.98994359 620.15503876] 0.028661 5.058625 0 5.058625 236.67 0.820258
1993-01-29 ['SNPX-199410', 'BAY-199808', 'AMD', 'SE-200511', 'NXTL-200508', 'HET-200801'] [29., 13.75, 9.372414, 15.625, 10.3125, 12.74692] [27.04167, 13.25, 10.872, 15.625, 9.9375, 12.08163] [ 574.71264368 1212.12121212 1778.2682953 1066.66666667 1616.16161616 1307.50539477] -0.005408 4.917678 0 4.917678 235.25 0.809337
1992-12-31 ['DELL-201310', 'SNPX-199410', 'BAY-199808', 'ASCL-200504', 'APCC-200702', 'AMD'] [0.7187024, 27.125, 12.54167, 36.25, 6.568563, 9.06] [0.6924997, 29., 13.75, 37.25, 6.011407, 9.372414] [23189.94157619 614.43932412 1328.90330129 459.77011494 2537.33832905 1839.5879323 ] 0.017710 4.944418 0 4.944418 233.59 0.796570
1992-11-30 ['SE-200511', 'SNPX-199410', 'BAY-199808', 'MRV-199804', 'ASCL-200504', 'WNDXQ-200611'] [16.25, 21.58333, 11.4375, 12., 31.25, 26.91123] [15., 27.125, 12.54167, 12.5625, 36.25, 27.86028] [1025.64102564 772.20089146 1457.19489982 1388.88888889 533.33333333 619.3201376 ] 0.086419 4.858377 0 4.858377 230.44 0.772343
1992-10-30 ['SNPX-199410', 'SE-200511', 'MIDL-199512', 'IMNX-200207', 'SFA-200602', 'CPQ-200205'] [20.33333, 17.5, 15.91542, 2.279106, 4.822206, 2.64388] [21.58333, 16.25, 16.27441, 2.192117, 5.939242, 2.676521] [ 819.67226552 952.38095238 1047.20244057 7312.80891133 3456.23282512 6303.86653958] 0.036404 4.471918 0 4.471918 222.65 0.712429
1992-09-30 ['SNPX-199410', 'MIDL-199512', 'WGR-200608', 'SE-200511', 'FFBK-199212', 'SFA-200602'] [14.20833, 14.00078, 13.17421, 18.75, 51.75, 4.539734] [20.33333, 15.91542, 12.89975, 17.5, 54.125, 4.822206] [1173.02080305 1190.40986764 1265.09799576 888.88888889 322.06119163 3671.28705485] 0.098076 4.314840 0 4.314840 221.15 0.700892
1992-08-31 ['FFBK-199212', 'ADSK', 'EOG', 'APA', 'APC-201908', 'NBL-202010'] [48., 5.328331, 2.961542, 6.365132, 6.268485, 3.867742] [51.75, 5.312848, 3.176492, 6.740697, 6.361034, 3.843107] [ 347.22222222 3127.93380641 5627.6989037 2618.43221267 2658.80299094 4309.1464391 ] 0.035866 3.929456 0 3.929456 218.86 0.683279
1992-07-31 ['MIDL-199512', 'MSX-200011', 'FFBK-199212', 'SXCL-201702', 'VNCP-199303', 'PHS-200512'] [16.39408, 12.02787, 49.25, 46.00764, 50.5, 17.75] [12.9238, 9.985405, 48., 46.00764, 49.375, 17.125] [1016.6271402 1385.67066876 338.40947547 362.25867414 330.0330033 938.96713615] -0.077393 3.793401 0 3.793401 224.37 0.725658
1992-06-30 ['UIS', 'BKB-199909', 'CCI-199810', 'CBK-199408', 'FG-199804', 'SNC-199511'] [90., 10.10981, 19.47334, 17.28442, 13.17351, 16.55462] [102.5, 9.853213, 18.2133, 16.5741, 12.87452, 14.61374] [ 185.18518519 1648.56378771 855.87098395 964.25952775 1265.16521919 1006.76830194] -0.022039 4.111611 0 4.111611 215.60 0.658206
1992-05-29 ['UIS', 'PHS-200512', 'SBK-199711', 'CBK-199408', 'VNCP-199303', 'SNC-199511'] [92.5, 13.875, 7.245066, 16.90559, 52.375, 16.66879] [90., 14.75, 7.949447, 17.28442, 51.625, 16.55462] [ 180.18018018 1201.2012012 2300.41612687 985.86719935 318.21797932 999.87261623] 0.022416 4.204267 0 4.204267 219.71 0.689817
1992-04-30 ['UIS', 'PHS-200512', 'SEG-200011', 'MZIAQ-201302', 'BKB-199909', 'FH-199704'] [102.5, 12.90625, 7.75, 138.7304, 8.467606, 27.875] [92.5, 13.875, 8.4375, 117.9672, 9.340025, 29.625] [ 162.60162602 1291.36400323 2150.53763441 120.13709084 1968.2855658 597.90732436] 0.013726 4.112090 0 4.112090 219.13 0.685356
1992-03-31 ['IGT-201504', 'WAN.B-199309', 'NSM-201109', 'LE-200206', 'UIS', 'PHS-200512'] [3.098366, 5.75, 4.392607, 17.78204, 98.75, 14.125] [2.64703, 3.875, 4.449654, 17.04112, 102.5, 12.90625] [5379.17943415 2898.55072464 3794.25399692 937.27528825 168.77637131 1179.94100295] -0.091457 4.056413 0 4.056413 214.29 0.648131
1992-02-28 ['WAN.B-199309', 'IGT-201504', 'NSM-201109', 'FH-199704', 'CA-201811', 'MGXX-201108'] [6.625, 2.8605, 4.791934, 33.5, 3.528229, 391.25] [5.75, 3.098366, 4.392607, 32.5, 3.339698, 361.25] [2515.72327044 5826.48721086 3478.06682368 497.51243781 4723.80524809 42.59850905] -0.048703 4.464747 0 4.464747 219.50 0.688202
1992-01-31 ['CFC-200806', 'SYGN-199412', 'MGXX-201108', 'ORCL', 'CRHEQ-200412', 'IGT-201504'] [3.578623, 59.75, 357.5, 0.382918, 93.25153, 2.439659] [2.94175, 50.25, 391.25, 0.4139654, 71.79197, 2.8605] [ 4657.28484578 278.94002789 46.62004662 43525.41971562 178.72807735 6831.55583082] -0.036517 4.693324 0 4.693324 217.52 0.672973
1991-12-31 ['SYGN-199412', 'UBS-199911', 'CRHEQ-200412', 'NOVL-201104', 'VICR', 'BMET-200709'] [68.5, 78., 90.13014, 30., 19.09319, 12.922] [59.75, 63., 93.25153, 29.125, 18.42715, 9.980411] [ 243.30900243 213.67521368 184.91779405 555.55555556 872.91158087 1289.79002218] -0.096184 4.871205 0 4.871205 220.60 0.696662
1991-11-29 ['OIL-200108', 'SYGN-199412', 'GT', 'ORCL', 'DFI-199708', 'NOVL-201104'] [38.875, 45.75, 16.0478, 0.2794266, 41.60642, 24.75] [33.375, 68.5, 17.93331, 0.3001249, 45.88263, 30.] [ 428.72454448 364.29872495 1038.56395685 59645.95592068 400.57920548 673.4006734 ] 0.143709 5.389599 0 5.389599 198.46 0.526381
1991-10-31 ['SYGN-199412', 'FHCC-200501', 'OIL-200108', 'VICR', 'GT', 'SCHW'] [54., 9.0625, 44.375, 15.87399, 16.72818, 0.6010328] [45.75, 7.46875, 38.875, 15.09694, 16.0478, 0.5214258] [ 308.64197531 1839.08045977 375.58685446 1049.93556545 996.32277191 27730.04512677] -0.112443 4.712386 0 4.712386 206.96 0.591755
1991-09-30 ['OIL-200108', 'VICR', 'AMTR-199203', 'GNT-199806', 'FHCC-200501', 'HOG'] [42.25, 15.09694, 28.22201, 4.839581, 7.625, 2.354689] [44.375, 15.87399, 28.71714, 4.883444, 9.0625, 1.790174] [ 394.47731755 1103.97647912 590.55562189 3443.82430352 2185.79234973 7078.07556185] 0.012860 5.309390 0 5.309390 204.01 0.569066
1991-08-30 ['OIL-200108', 'AMTR-199203', 'VICR', 'GNT-199806', 'IGT-201504', 'DGN-199910'] [38.375, 27.85067, 11.3227, 4.426291, 1.36011, 19.375] [42.25, 28.22201, 15.09694, 4.839581, 1.238127, 19.5] [ 434.31053203 598.42964879 1471.96928883 3765.37978788 12253.91083564 860.21505376] 0.076297 5.241980 0 5.241980 207.18 0.593447
1991-07-31 ['OIL-200108', 'GNT-199806', 'IGT-201504', 'FHCC-200501', 'SBK-199711', 'FBF-200403'] [34.25, 4.178768, 1.210681, 6.5, 3.713612, 7.738639] [38.375, 4.426291, 1.36011, 7., 4.402229, 8.054502] [ 486.61800487 3988.41636259 13766.35684104 2564.1025641 4487.99354016 2153.69481206] 0.101044 4.870384 0 4.870384 202.67 0.558760
1991-06-28 ['DGN-199910', 'AMTR-199203', 'AMD', 'CTUS-199112', 'GVF-199107', 'SCHW'] [14.875, 19.81969, 5.998345, 16.25, 22.375, 0.3926462] [17.125, 25.35936, 5.560966, 15.625, 23., 0.4370906] [ 1120.44817927 840.9145989 2778.54419288 1025.64102564 744.87895717 42447.0341663 ] 0.076752 4.423422 0 4.423422 193.78 0.490386
1991-05-31 ['DGN-199910', 'AMD', 'SME-199912', 'MGR-199602', 'FBF-200403', 'INGR-200611'] [16.625, 6.748138, 6.666667, 20.76857, 7.59989, 29.75] [14.875, 5.998345, 6.916667, 17.80164, 6.988464, 25.25] [1002.50626566 2469.81710609 2499.999875 802.49466702 2193.01419714 560.22408964] -0.092241 4.108117 0 4.108117 203.32 0.563759
1991-04-30 ['DGN-199910', 'AMD', 'PDQ-199207', 'SME-199912', 'CAL-199701', 'CVC-201606'] [16.5, 6.123311, 1.25, 6.066667, 22.79231, 1.797193] [16.625, 6.748138, 0.875, 6.666667, 20.16018, 1.844906] [ 1010.1010101 2721.83899636 13333.33333333 2747.2525963 731.24078545 9273.72111213] -0.030070 4.525557 0 4.525557 195.95 0.507076
1991-03-29 ['CRHEQ-200412', 'AMGN', 'ADBE', 'MGR-199602', 'USHC-199607', 'MGXX-201108'] [44.28472, 4.192932, 3.148011, 18.11996, 14.00103, 227.5] [36.67633, 4.049174, 3.016844, 17.46105, 11.93422, 221.25] [ 376.35253574 3974.94322986 5294.34829379 919.79599661 1190.38861189 73.26007326] -0.076536 4.665857 0 4.665857 196.15 0.508614
1991-02-28 ['ETS-200603', 'USS-199810', 'GENIZ-199612', 'AMGN', 'USHC-199607', 'ADBE'] [38.29771, 46.73468, 48.43153, 2.915086, 10.46952, 2.801119] [37.38895, 53.87807, 32.49204, 4.192932, 14.00103, 3.148011] [ 435.18702989 356.62310444 344.12843589 5717.38420982 1591.92271152 5950.00307615] 0.116586 5.052557 0 5.052557 191.34 0.471620
1991-01-31 ['ETS-200603', 'USHC-199607', 'USS-199810', 'NOVL-201104', 'AMGN', 'BMET-200709'] [35.70126, 10.07068, 40.56684, 10.75, 2.356028, 5.305376] [38.29771, 10.46952, 46.73468, 12.21875, 2.915086, 5.673075] [ 466.83693143 1654.96934335 410.84458801 1550.3875969 7074.05288336 3141.46757302] 0.117933 4.525004 0 4.525004 179.01 0.376788
1990-12-31 ['AMGN', 'USHC-199607', 'WTM', 'USS-199810', 'ETS-200603', 'MKC-199507'] [1.988648, 7.810597, 36.92605, 34.52111, 29.59959, 30.09248] [2.356028, 10.07068, 38.08277, 40.56684, 35.70126, 30.30002] [8380.9033407 2133.85310581 451.35254561 482.79637204 563.07086236 553.84822609] 0.148932 4.047653 0 4.047653 171.23 0.316951
1990-11-30 ['AMGN', 'USS-199810', 'WTM', 'USHC-199607', 'ETS-200603', 'SNPX-199410'] [1.852876, 32.28419, 34.16772, 6.724536, 27.3926, 10.66667] [1.988648, 34.52111, 36.92605, 7.810597, 29.59959, 11.41667] [8995.02539116 516.24856212 487.78983984 2478.48575228 608.43682844 1562.49951172] 0.089280 3.522970 0 3.522970 166.69 0.282034
1990-10-31 ['USHC-199607', 'ETS-200603', 'USS-199810', 'CQB-201501', 'WTM', 'AMGN'] [5.631385, 23.62774, 25.46324, 329.9259, 31.02642, 1.509455] [6.724536, 27.3926, 32.28419, 325.4138, 34.16772, 1.852876] [ 2959.60348416 705.38556234 654.53833317 50.51639373 537.17659552 11041.51277558] 0.156069 3.234217 0 3.234217 156.54 0.203969
1990-09-28 ['USS-199810', 'USHC-199607', 'AMGN', 'SNPX-199410', 'ETS-200603', 'MAXX-201602'] [2.612698e+01, 5.134498e+00, 1.429590e+00, 8.583334e+00, 1.921377e+01, 1.375000e+04] [2.546324e+01, 5.631385e+00, 1.509455e+00, 9.416667e+00, 2.362774e+01, 8.062500e+03] [6.37910186e+02 3.24601678e+03 1.16583543e+04 1.94174742e+03 8.67433443e+02 1.21212121e+00] 0.006736 2.797598 0 2.797598 157.89 0.214352
1990-08-31 ['USHC-199607', 'USS-199810', 'SNPX-199410', 'QMCO', 'AMGN', 'SMLS-199502'] [5.276126, 23.04967, 8.5, 40.99638, 1.445563, 30.25] [5.134498, 26.12698, 8.583334, 37.62681, 1.42959, 26.25] [ 3158.88336758 723.07615105 1960.78431373 406.53995954 11529.53324529 550.96418733] -0.018167 2.778880 0 2.778880 166.69 0.282034
1990-07-31 ['QMCO', 'TTT-199008', 'CNR-199602', 'SMLS-199502', 'SNPX-199410', 'ETS-200603'] [50.54348, 41.5, 26.75, 39.75, 8.833334, 17.1366] [40.99638, 41.875, 20.625, 30.25, 8.5, 16.48749] [ 329.7490926 401.6064257 623.0529595 419.28721174 1886.79231043 972.5772129 ] -0.120572 2.830299 0 2.830299 184.31 0.417551
1990-06-29 ['WWWW-200709', 'ENZN', 'STK-200508', 'NVLS-201206', 'TWRX-199405', 'AN'] [120., 0.2160944, 17., 2.854167, 18.5, 6.357768] [103.75, 0.1788368, 13.25, 2.375, 13.875, 7.573223] [ 138.88888889 77126.78656488 980.39215686 5839.41537642 900.9009009 2621.46505923] -0.125854 3.218341 0 3.218341 186.30 0.432856
1990-05-31 ['TWRX-199405', 'PNW', 'LSCC', 'WWWW-200709', 'ASTA-199708', 'ENZN'] [22.75, 4.76403, 2.458333, 100., 12.5, 0.1937399] [18.5, 4.875687, 2.270833, 120., 11.9375, 0.2160944] [ 732.6007326 3498.43864683 6779.66193623 166.66666667 1333.33333333 86025.98982794] 0.005123 3.681699 0 3.681699 187.65 0.443240
1990-04-30 ['ADBE', 'ENZN', 'VRC-200005', 'TWRX-199405', 'LSCC', 'SNPX-199410'] [2.213625, 0.191256, 4.6875, 14.125, 2.083333, 6.75] [2.061709, 0.1937399, 5.8125, 22.75, 2.458333, 7.541667] [ 7529.12831517 87143.23559348 3555.55555556 1179.94100295 8000.00128 2469.13580247] 0.182044 3.662934 0 3.662934 172.32 0.325335
1990-03-30 ['GLM-200111', 'TWRX-199405', 'ENZN', 'NBR', 'ADBE', 'ASTA-199708'] [4.75, 13.0625, 0.2111268, 104.2866, 2.199157, 8.375] [4.375, 14.125, 0.191256, 99.07225, 2.213625, 10.5] [ 3508.77192982 1275.91706539 78941.50182102 159.81599426 7578.66158108 1990.04975124] 0.019764 3.098814 0 3.098814 177.28 0.363483
1990-02-28 ['NBR', 'ENZN', 'GLM-200111', 'WII-199805', 'CNU-199608', 'TWRX-199405'] [101.6794, 0.1887722, 4.75, 11., 15.3125, 9.625] [104.2866, 0.2111268, 4.75, 13., 17.75, 13.0625] [ 163.91389669 88289.8364625 3508.77192982 1515.15151515 1088.43537415 1731.6017316 ] 0.140368 3.038756 0 3.038756 173.43 0.333872
1990-01-31 ['ENZN', 'VTRS', 'TWRX-199405', 'WFTIQ-201912', 'OII', 'TCA-200102'] [0.1564822, 2.55674, 8.625, 1.136051, 2.099458, 3.] [0.1887722, 2.809258, 9.625, 1.063094, 2.513824, 3.2] [106508.38668338 6518.71784642 1932.36714976 14670.70287044 7938.55684023 5555.55555556] 0.103479 2.664715 0 2.664715 171.45 0.318643
1989-12-29 ['WFTIQ-201912', 'CDD-200005', 'DXK-199507', 'VTRS', 'OII', 'CNC-200208'] [1.099572, 5.389664, 15.25, 3.061775, 2.375702, 1.532114] [1.136051, 4.979023, 12., 2.55674, 2.099458, 1.218565] [15157.41276303 3092.33871846 1092.89617486 5443.46552789 7015.47023434 10878.21576375] -0.123668 2.414832 0 2.414832 185.11 0.423704
1989-11-30 ['WFTIQ-201912', 'CDD-200005', 'GNT-199806', 'SMLS-199502', 'MCRS-201409', 'VTRS'] [0.943235, 5.287004, 1.850734, 23.125, 0.515625, 2.771876] [1.099572, 5.389664, 1.592516, 24.5, 0.46875, 3.061775] [17669.68641608 3152.38397146 9005.43604141 720.72072072 32323.23232323 6012.77498224] 0.019796 2.755613 0 2.755613 181.85 0.398631
1989-10-31 ['WFTIQ-201912', 'CDD-200005', 'GNT-199806', 'SMLS-199502', 'HERBA-200207', 'VTRS'] [0.8754888, 5.511977, 1.809909, 22.5, 1.077695, 2.299397] [0.943235, 5.287004, 1.850734, 23.125, 1.18918, 2.771876] [19036.98444419 3023.71847101 9208.56610286 740.74074074 15465.10530963 7248.27712077] 0.065971 2.702121 0 2.702121 179.17 0.378019
1989-09-29 ['HERBA-200207', 'WFTIQ-201912', 'CDD-200005', 'BID-201910', 'SXCL-201702', 'SMLS-199502'] [1.077695, 0.8025314, 5.920271, 19.1502, 16.01837, 25.875] [1.077695, 0.8754888, 5.511977, 16.31314, 16.1388, 22.5] [15465.10530963 20767.61939367 2815.18644445 870.31292972 1040.47207467 644.12238325] -0.041520 2.534891 0 2.534891 184.40 0.418243
1989-08-31 ['HERBA-200207', 'SIE-200802', 'CDD-200005', 'WFTIQ-201912', 'SMLS-199502', 'PHS-200512'] [1.003371, 1.1875, 6.124418, 0.5523918, 23.875, 6.1875] [1.077695, 1.0625, 5.920271, 0.8025314, 25.875, 6.25] [16610.67209105 14035.0877193 2721.34701888 30171.82128096 698.08027923 2693.6026936 ] 0.080363 2.644700 0 2.644700 185.33 0.425396
1989-07-31 ['SIE-200802', 'HERBA-200207', 'WFTIQ-201912', 'CDD-200005', 'PHS-200512', 'QMCO'] [1.208333, 0.7803996, 0.536758, 5.227856, 4.78125, 26.39493] [1.1875, 1.003371, 0.5523918, 6.124418, 6.1875, 32.01087] [13793.10725327 21356.58022719 31050.61623053 3188.05006616 3485.83877996 631.43439542] 0.162663 2.447973 0 2.447973 182.27 0.401861
1989-06-30 ['CMVT-201302', 'SIE-200802', 'HERBA-200207', 'LA-199712', 'TBS.B-199610', 'TBS.A-199610'] [0.680956, 0.8125, 0.7432377, 29.5, 12.73334, 14.37696] [0.680956, 1.208333, 0.7803996, 32., 16.18367, 17.95066] [24475.39439651 20512.82051282 22424.40966957 564.97175141 1308.89983827 1159.26222697] 0.190244 2.105487 0 2.105487 168.49 0.295878
1989-05-31 ['HERBA-200207', 'NVLS-201206', 'APCC-200702', 'PHS-200512', 'SIE-200802', 'LA-199712'] [1.18918, 1.5625, 0.3792563, 3.84375, 0.7083334, 25.8125] [0.7432377, 1.21875, 0.3763239, 3.375, 0.8125, 29.5] [14015.25981489 10666.66666667 43945.65539628 4336.04336043 23529.40955017 645.68200161] -0.072461 1.768954 0 1.768954 169.85 0.306337
1989-04-28 ['SIE-200802', 'ALC-199508', 'CCXLA-199505', 'DINO', 'PHS-200512', 'VCELA-199905'] [0.6458334, 4.5, 24.375, 0.7405454, 3.21875, 22.83333] [0.7083334, 4.75, 24.5, 0.5960487, 3.84375, 26.16667] [25806.44894901 3703.7037037 683.76068376 22505.93504013 5177.99352751 729.92711386] 0.050416 1.907149 0 1.907149 163.63 0.258499
1989-03-31 ['KEGX', 'DINO', 'KEA-200706', 'CCXLA-199505', 'BMC-201309', 'WEN'] [1.123596e+06, 6.773281e-01, 1.148148e+00, 1.912500e+01, 1.385417e+00, 1.679852e+00] [1.193820e+06, 7.405454e-01, 1.055556e+00, 2.437500e+01, 1.541667e+00, 1.796277e+00] [1.48333268e-02 2.46064893e+04 1.45161309e+04 8.71459695e+02 1.20300723e+04 9.92150896e+03] 0.088631 1.815612 0 1.815612 156.00 0.199815
1989-02-28 ['KEGX', 'DINO', 'MAXX-201602', 'TOPP-200710', 'CCXLA-199505', 'TDS'] [1.334270e+06, 6.803939e-01, 8.000000e+03, 7.059401e+00, 1.737500e+01, 1.086860e+01] [1.123596e+06, 6.773281e-01, 6.875000e+03, 6.544337e+00, 1.912500e+01, 1.038240e+01] [1.24912249e-02 2.44956145e+04 2.08333333e+00 2.36091797e+03 9.59232614e+02 1.53346951e+03] -0.053334 1.667794 0 1.667794 152.98 0.176588
1989-01-31 ['KEGX', 'MEC-200003', 'MAXX-201602', 'SSAX-199910', 'SMLS-199502', 'ACCMA-199412'] [1.544944e+06, 1.371425e+01, 8.343750e+03, 1.810886e+01, 7.937500e+00, 1.600000e+01] [1.334270e+06, 8.783284e+00, 8.000000e+03, 1.678842e+01, 7.687500e+00, 1.600000e+01] [1.07878775e-02 1.21528094e+03 1.99750312e+00 9.20359794e+02 2.09973753e+03 1.04166667e+03] -0.106921 1.761755 0 1.761755 156.93 0.206968
1988-12-30 ['KEGX', 'MAXX-201602', 'FMCC', 'SME-199912', 'MEC-200003', 'SXT'] [7.022472e+05, 6.093750e+03, 2.914221e+00, 3.426620e+00, 1.032421e+01, 5.059493e+00] [1.544944e+06, 8.343750e+03, 2.979142e+00, 3.810018e+00, 1.371425e+01, 5.132291e+00] [2.37333330e-02 2.73504274e+00 5.71908125e+03 4.86387947e+03 1.61432852e+03 3.29413771e+03] 0.341024 1.972675 0 1.972675 146.99 0.130518
1988-11-30 ['FMCC', 'GSU-199312', 'SMLS-199502', 'ROST', 'LA-199712', 'FCX.A-200205'] [2.59683, 8.625, 6.625, 0.2627791, 10.0625, 2.294142] [2.914221, 7.875, 7.0625, 0.2537178, 10.9375, 2.503607] [ 6418.08153274 1932.36714976 2515.72327044 63424.62801139 1656.31469979 7264.88014546] 0.040847 1.471022 0 1.471022 144.59 0.112060
1988-10-31 ['FMCC', 'MAXX-201602', 'KEGX', 'SME-199912', 'ROST', 'LA-199712'] [2.604102e+00, 5.968750e+03, 6.320225e+05, 3.207036e+00, 2.446564e-01, 9.687500e+00] [2.596830e+00, 5.125000e+03, 6.320225e+05, 3.115109e+00, 2.627791e-01, 1.006250e+01] [6.40015893e+03 2.79232112e+00 2.63703692e-02 5.19690663e+03 6.81227496e+04 1.72043011e+03] -0.010006 1.413293 0 1.413293 147.55 0.134825
1988-09-30 ['FMCC', 'DXK-199507', 'TKLC-201201', 'BV-199409', 'IGT-201504', 'CMVT-201302'] [2.322778, 6.25, 2.28125, 4.574817, 0.3278292, 0.4539707] [2.604102, 6.75, 2., 4.698461, 0.279036, 0.2269853] [ 7175.31622336 2666.66666667 7305.93607306 3643.13297486 50839.48186027 36713.08889906] -0.090664 1.427577 0 1.427577 144.68 0.112752
1988-08-31 ['DXK-199507', 'BV-199409', 'FMCC', 'TKLC-201201', 'LA-199712', 'CMVT-201302'] [4.625, 5.563966, 2.077464, 1.75, 8.625, 0.4539707] [6.25, 4.574817, 2.322778, 2.28125, 10.5625, 0.4539707] [ 3603.6036036 2995.46522511 8022.60191593 9523.80952381 1932.36714976 36713.08889906] 0.136644 1.569911 0 1.569911 139.26 0.071066
1988-07-29 ['TKLC-201201', 'BV-199409', 'LA-199712', 'DXK-199507', 'MCRS-201409', 'IGT-201504'] [2.0625, 5.162124, 8.96875, 4., 0.34375, 0.2851351] [1.75, 5.563966, 8.625, 4.625, 0.265625, 0.271412] [ 8080.80808081 3228.64515976 1858.30429733 4166.66666667 48484.84848485 58451.82394825] -0.038525 1.381180 0 1.381180 143.99 0.107445
1988-06-30 ['TKLC-201201', 'BV-199409', 'LA-199712', 'DXK-199507', 'MNST', 'MEC-200003'] [2.21875, 4.482084, 8.34375, 3.5, 0.1130145, 5.778476] [2.0625, 5.162124, 8.96875, 4., 0.1189626, 5.259895] [ 7511.7370892 3718.50832485 1997.5031211 4761.9047619 147473.70175214 2884.26683206] 0.043659 1.436522 0 1.436522 145.31 0.117597
1988-05-31 ['DXK-199507', 'TKLC-201201', 'BV-199409', 'MNST', 'MGM-199011', 'SME-199912'] [3.5, 1.5625, 2.967449, 0.1130145, 12.85862, 1.815787] [3.5, 2.21875, 4.482084, 0.1130145, 11.59224, 1.911355] [ 4761.9047619 10666.66666667 5616.49641381 147473.70175214 1296.14738336 9178.75646575] 0.147427 1.376429 0 1.376429 138.66 0.066451
1988-04-29 ['MNST', 'LA-199712', 'DXK-199507', 'MGM-199011', 'KEA-200706', 'BV-199409'] [0.1278848, 5.3125, 3.75, 14.31983, 0.5555556, 3.029271] [0.1130145, 5.8125, 3.5, 12.85862, 0.462963, 2.967449] [130325.62639709 3137.25490196 4444.44444444 1163.88718767 29999.9976 5501.87377315] -0.062991 1.199578 0 1.199578 138.37 0.064221
1988-03-31 ['LA-199712', 'MTZ', 'CLH', 'TOPP-200710', 'DINO', 'MEC-200003'] [6.3125, 2.370674, 7.5, 3.664583, 0.203384, 5.111729] [5.3125, 2.595264, 7.625, 3.716323, 0.2648462, 4.593148] [ 2640.2640264 7030.34945617 2222.22222222 4548.03907202 81946.79358586 3260.47540209] 0.027976 1.280220 0 1.280220 137.45 0.057145
1988-02-29 ['TOPP-200710', 'LA-199712', 'MU', 'MTZ', 'CLH', 'CE-200402'] [4.078326, 4.03125, 1.882954, 2.245902, 6.625, 0.1280293] [3.664583, 6.3125, 1.748457, 2.370674, 7.5, 0.175583] [ 4086.64404627 4134.36692506 8851.34032306 7420.92338253 2515.72327044 130178.53465314] 0.158679 1.245380 0 1.245380 141.54 0.088602
1988-01-29 ['TOPP-200710', 'CLH', 'WWY-200810', 'CRC-199410', 'NCF-200409', 'MCIC-199809'] [2.984862, 6.875, 3.396399, 10.15889, 1.736845, 5.272724] [4.078326, 6.625, 3.40739, 10.40667, 1.643799, 5.579277] [5583.7310625 2424.24242424 4907.15804199 1640.5991862 9595.94360272 3160.92150218] 0.060361 1.074827 0 1.074827 135.55 0.042532
1987-12-31 ['EVG-200409', 'J', 'NCF-200409', 'DZB-200104', 'TOPP-200710', 'NGC-199810'] [5., 0.9636346, 1.674814, 21.20751, 2.242626, 38.33219] [5., 0.9093453, 1.736845, 19.99931, 2.984862, 31.70687] [ 3333.33333333 17295.62913854 9951.35380207 785.88512591 7431.76377455 434.79557695] 0.013643 1.013643 0 1.013643 130.02 0.000000