4 Months NDx100_topN_5_BM

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55 Months NDx100_topN_5_BM

( Interactive Figure)


110 Months NDx100_topN_5_BM

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220 Months NDx100_topN_5_BM

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topNstocks topNbegPrices topNendPrices topN_5_positions topN_5_monthlyReturn topN_5_aggregateReturn SELL TimetopN_5_AggRet benchmark benchmarkAggRet
Date
2000-01-31 ['QCOM', 'VIAV', 'SDLI-200102', 'BVSN-202005', 'CNXT-201104'] [42.83672, 463.7842, 129.5938, 9539.046, 303.6601] [48.04374, 599.5225, 205., 18925.11, 353.0722] [466.88915491 43.12350442 154.32837065 2.09664572 65.86311471] 0.428556 896.984197 0 896.984197 3570.050 24.964944
1999-12-31 ['QCOM', 'BVSN-202005', 'SDLI-200102', 'VIAV', 'DISH'] [59.40644, 12751.72, 109., 366.8487, 34.59895] [42.83672, 9539.046, 129.5938, 463.7842, 28.89899] [336.66383645 1.56841587 183.48623853 54.51838864 578.05222413] -0.048487 627.895657 0 627.895657 3707.830 25.967017
1999-11-30 ['QCOM', 'VIAV', 'CNXT-201104', 'RNWK', 'STCN'] [30.55173, 260.1058, 212.9214, 187.5246, 634.3616] [59.40644, 366.8487, 238.5259, 161.7316, 1192.288] [654.6274139 76.89178788 93.93137562 106.65267384 31.52775956] 0.443411 659.891575 0 659.891575 2966.710 20.576857
1999-10-29 ['QCOM', 'VIAV', 'STCN', 'CNXT-201104', 'VSTR-200105'] [18.78323, 189.7493, 471.2632, 167.7767, 98.01489] [30.55173, 260.1058, 634.3616, 212.9214, 91.56328] [1064.77959329 105.40223337 42.43912956 119.20606377 204.05062945] 0.309334 457.175169 0 457.175169 2637.440 18.182079
1999-09-30 ['QCOM', 'STCN', 'VIAV', 'CNET-200806', 'EYE-200505'] [15.9531, 441.3887, 129.4133, 56., 79.125] [18.78323, 471.2632, 189.7493, 47.1875, 62.5625] [1253.67483436 45.31153607 154.5436211 357.14285714 252.76461295] 0.068925 349.166162 0 349.166162 2407.900 16.512637
1999-08-31 ['QCOM', 'EYE-200505', 'STCN', 'ATML-201604', 'VIAV'] [16.20607, 90.5, 361.4543, 9.693247, 120.601] [15.9531, 79.125, 441.3887, 8.337117, 129.4133] [1234.10549257 220.99447514 55.33202953 2063.29210429 165.83610418] 0.002602 326.651600 0 326.651600 2396.870 16.432416
1999-07-30 ['EYE-200505', 'QCOM', 'STCN', 'VIAV', 'SXCL-201702'] [101.25, 13.15458, 396.9807, 102.7631, 299.6518] [90.5, 16.20607, 361.4543, 120.601, 300.6153] [ 197.5308642 1520.38301489 50.38028297 194.62238878 66.74413436] 0.042621 325.803748 0 325.803748 2270.930 15.516455
1999-06-30 ['STCN', 'QCOM', 'AABA-201910', 'IMNX-200207', 'CNET-200806'] [491.1795, 12.10053, 11.73879, 21.23958, 57.625] [396.9807, 13.15458, 9.298177, 18.8125, 40.] [ 40.71831174 1652.82016573 1703.75311254 941.63820565 347.07158351] -0.146542 312.485283 0 312.485283 2296.770 15.704389
1999-05-31 ['STCN', 'AMZN', 'AABA-201910', 'IMNX-200207', 'QCOM'] [446.2332, 59.375, 10.08616, 21.6875, 8.200534] [491.1795, 62.5625, 11.73879, 21.23958, 12.10053] [ 44.8196145 336.84210526 1982.91520261 922.19020173 2438.86556656] 0.154637 366.140333 0 366.140333 2089.700 14.198371
1999-04-30 ['STCN', 'AMZN', 'AABA-201910', 'QCOM', 'ATHMA-200109'] [548.1025, 86.03125, 11.9049, 8.432425, 71.96875] [446.2332, 59.375, 10.08616, 8.200534, 63.375] [ 36.48952523 232.47366509 1679.98051223 2371.79696232 277.8983934 ] -0.159077 317.104324 0 317.104324 2136.390 14.537947
1999-03-31 ['AMZN', 'STCN', 'AABA-201910', 'ATHMA-200109', 'JAVA-201001'] [86.09375, 394.1547, 11.47471, 78.75, 62.53125] [86.03125, 548.1025, 11.9049, 71.96875, 59.8125] [ 232.30490018 50.7414982 1742.96343873 253.96825397 319.84007996] 0.059550 377.090680 0 377.090680 2106.390 14.319757
1999-02-26 ['AMZN', 'AABA-201910', 'NSCP-199903', 'ORCL', 'NTLDQ-200301'] [64.0625, 10.46098, 77.4375, 7.806482, 49.72] [86.09375, 11.47471, 97.625, 5.527409, 52.08] [ 312.19512195 1911.86676583 258.27280065 2561.97349843 402.25261464] 0.091404 355.896875 0 355.896875 1925.280 13.002546
1999-01-29 ['AMZN', 'AABA-201910', 'NSCP-199903', 'DELL-201310', 'IMNX-200207'] [58.46875, 12.07102, 73.8125, 47.91349, 13.01042] [64.0625, 10.46098, 77.4375, 38.39069, 11.79167] [ 342.06306788 1656.86081209 270.95681626 417.41897741 1537.22938998] -0.056205 326.090748 0 326.090748 2127.190 14.471035
1998-12-31 ['AMZN', 'AABA-201910', 'NSCP-199903', 'DELL-201310', 'IMNX-200207'] [53.54167, 8.073611, 60.75, 35.06669, 10.48438] [58.46875, 12.07102, 73.8125, 47.91349, 13.01042] [ 373.54083278 2477.20629592 329.218107 570.34182582 1907.59968639] 0.281890 345.510052 0 345.510052 1836.010 12.353286
1998-11-30 ['AABA-201910', 'DELL-201310', 'NOVL-201104', 'ASND-199906', 'WWWW-200709'] [6.542373, 29.13739, 16.5625, 56.1875, 227.5] [8.073611, 35.06669, 18.125, 65.75, 173.125] [3056.99476322 686.40327771 1207.54716981 355.95105673 87.91208791] 0.092612 269.531696 0 269.531696 1557.960 10.331030
1998-10-30 ['AABA-201910', 'DELL-201310', 'AAPL', 'WWWW-200709', 'BGEN-200311'] [4.459547, 31.38334, 0.2838317, 209.375, 34.75] [6.542373, 29.13739, 0.2441717, 227.5, 37.9375] [ 4484.76044764 637.2807993 70464.29274813 95.52238806 575.53956835] 0.086809 246.685573 0 246.685573 1400.520 9.185970
1998-09-30 ['AABA-201910', 'DELL-201310', 'PAYX', 'BGEN-200311', 'AAPL'] [4.412694, 31.50312, 12.13888, 32.90625, 0.291477] [4.459547, 31.38334, 11.73376, 34.75, 0.2838317] [ 4532.3786331 634.85775377 1647.59846048 607.78727445 68616.04860761] 0.000649 226.981456 0 226.981456 1345.480 8.785665
1998-08-31 ['DELL-201310', 'AAPL', 'SPLS-201709', 'TCOMA-199903', 'PAYX'] [23.95675, 0.2384377, 8.679041, 33., 8.945989] [31.50312, 0.291477, 9.398961, 39.125, 12.13888] [ 834.83778058 83879.35297145 2304.4020647 606.06060606 2235.63878739] 0.232582 226.834343 0 226.834343 1140.340 7.293683
1998-07-31 ['DELL-201310', 'TCOMA-199903', 'MCIC-199809', 'CTXS', 'CMCSK-201512'] [26.02302, 41.75, 64.75, 12.15471, 13.10012] [23.95675, 33., 50., 10.99768, 10.78303] [ 768.55030661 479.04191617 308.88030888 1645.45266814 1526.70357218] -0.157770 184.031916 0 184.031916 1377.260 9.016801
1998-06-30 ['DELL-201310', 'TCOMA-199903', 'CTXS', 'AFM-200008', 'HBOC-199901'] [22.23486, 38.4375, 13.04931, 49.65625, 35.19815] [26.02302, 41.75, 12.15471, 48.25, 29.4254] [ 899.48846091 520.32520325 1532.64808637 402.76903713 568.21168158] -0.000867 218.505487 0 218.505487 1337.340 8.726463
1998-05-29 ['DELL-201310', 'TCOMA-199903', 'RXSD-200007', 'AFM-200008', 'CTXS'] [19.73437, 34.3125, 33.5, 41.8125, 9.95994] [22.23486, 38.4375, 35.25, 49.65625, 13.04931] [1013.46027261 582.87795993 597.01492537 478.32585949 2008.04422517] 0.159388 218.695011 0 218.695011 1192.070 7.669915
1998-04-30 ['CTXS', 'DELL-201310', 'AFM-200008', 'CPWR-201412', 'RXSD-200007'] [11.8565, 19.34507, 47.4375, 22.13608, 31.9375] [9.95994, 19.73437, 41.8125, 20.80565, 33.5] [1686.83844305 1033.85513725 421.60737813 903.50233646 626.22309198] -0.053918 188.629773 0 188.629773 1248.120 8.077566
1998-03-31 ['CTXS', 'DELL-201310', 'AFM-200008', 'CPWR-201412', 'RXSD-200007'] [10.34164, 16.2307, 45.875, 22.36254, 34.0625] [11.8565, 19.34507, 47.4375, 22.13608, 31.9375] [1933.9292414 1232.23274412 435.96730245 894.35278819 587.1559633 ] 0.059982 199.379994 0 199.379994 1220.660 7.877850
1998-02-27 ['CTXS', 'DELL-201310', 'RXSD-200007', 'AFM-200008', 'CPWR-201412'] [8.027592, 16.75475, 37., 44.75, 19.07893] [10.34164, 16.2307, 34.0625, 45.875, 22.36254] [2491.40713679 1193.69134126 540.54054054 446.9273743 1048.27681636] 0.074968 188.097496 0 188.097496 1194.130 7.684898
1998-01-30 ['CTXS', 'DELL-201310', 'CPWR-201412', 'AW-200812', 'IMNX-200207'] [8.747252, 11.91099, 17.66358, 20.75, 4.578125] [8.027592, 16.75475, 19.07893, 21.5, 4.927083] [2286.43235613 1679.12155077 1132.27329907 963.85542169 4368.60068259] 0.103377 174.979673 0 174.979673 1071.130 6.790320
1997-12-31 ['DELL-201310', 'TCOMA-199903', 'CPWR-201412', 'GNCI-199908', 'PSFT-200501'] [10.06183, 27.9375, 14.49319, 34., 38.42897] [11.91099, 28., 17.66358, 36.0625, 34.48753] [1987.70998914 715.8836689 1379.95844945 588.23529412 520.44069877] 0.072573 158.585543 0 158.585543 990.800 6.206080
1997-11-28 ['DELL-201310', 'CPWR-201412', 'GNCI-199908', 'MLKN', 'COST'] [10.08429, 15.82362, 34.125, 18.74893, 15.47699] [10.06183, 14.49319, 34., 20.15741, 15.58614] [1983.28290837 1263.93328455 586.08058608 1066.72754125 1292.24093315] -0.001559 147.855254 0 147.855254 1050.510 6.640351
1997-10-31 ['DELL-201310', 'QMCO', 'CPWR-201412', 'TCOMA-199903', 'AMAT'] [9.597672, 213.125, 14.97441, 22.9375, 6.255585] [10.08429, 179.4294, 15.82362, 22.90625, 6.185297] [2083.83866421 93.84164223 1335.61188721 871.9346049 3197.14303299] -0.012658 148.086072 0 148.086072 1019.620 6.415688
1997-09-30 ['DELL-201310', 'QMCO', 'AMAT', 'MLKN', 'KLAC'] [11.60405, 258.1929, 8.926508, 19.70479, 18.49136] [9.597672, 213.125, 6.255585, 18.00134, 12.02537] [1723.53617918 77.46146389 2240.51779262 1014.98163644 1081.58621107] -0.216558 149.984532 0 149.984532 1097.170 6.979708
1997-08-29 ['DELL-201310', 'QMCO', 'AMAT', 'KLAC', 'MLKN'] [9.829752, 236.2908, 8.844506, 19.39796, 19.06024] [11.60405, 258.1929, 8.926508, 18.49136, 19.70479] [2034.63932762 84.64146721 2261.29079453 1031.0362533 1049.30473069] 0.053909 191.443149 0 191.443149 1074.170 6.812430
1997-07-31 ['DELL-201310', 'QMCO', 'AMAT', 'KLAC', 'MLKN'] [10.24151, 195.856, 8.610214, 16.57551, 18.25162] [9.829752, 236.2908, 8.844506, 19.39796, 19.06024] [1952.83703282 102.11584021 2322.82263832 1206.59937462 1095.79314055] 0.081608 181.650541 0 181.650541 1107.030 7.051420
1997-06-30 ['DELL-201310', 'AMAT', 'QMCO', 'FORT-199708', 'ALTR-201512'] [7.033551, 6.636308, 136.8886, 50.625, 11.39097] [10.24151, 8.610214, 195.856, 55.75, 13.61841] [2843.51389504 3013.72389588 146.10420444 395.0617284 1755.7767249 ] 0.296216 167.944890 0 167.944890 957.300 5.962435
1997-05-30 ['DELL-201310', 'MFE-201102', 'CPWR-201412', 'ALTR-201512', 'AMAT'] [6.737835, 43.83334, 10.5019, 11.95488, 6.115009] [7.033551, 42.08334, 10.81328, 11.39097, 6.636308] [2968.31252175 456.27369486 1904.41729592 1672.95698493 3270.64113888] 0.014339 129.565465 0 129.565465 958.850 5.973708
1997-04-30 ['DELL-201310', 'QMCO', 'CPWR-201412', 'ALTR-201512', 'INTC'] [5.015944, 140.6794, 8.548718, 11.1654, 11.591] [6.737835, 130.9919, 10.5019, 11.95488, 11.468] [3987.28534449 142.16722562 2339.53207955 1791.24796246 1725.47666293] 0.112599 127.733913 0 127.733913 874.740 5.361977
1997-03-31 ['DELL-201310', 'CPWR-201412', 'INTC', 'QMCO', 'APCC-200702'] [4.050187, 7.10506, 10.52766, 130.1495, 10.14608] [5.015944, 8.548718, 11.591, 140.6794, 9.031774] [4938.04360144 2814.89529997 1899.75740098 153.669434 1971.20464258] 0.102744 114.806806 0 114.806806 797.060 4.797011
1997-02-28 ['DELL-201310', 'CPWR-201412', 'AN', 'INTC', 'QMCO'] [4.259809, 7.048446, 32.04676, 10.73575, 133.9402] [4.050187, 7.10506, 31.36972, 10.52766, 130.1495] [4695.04618634 2837.50489115 624.08805133 1862.93458771 149.32036834] -0.021998 104.110132 0 104.110132 850.460 5.185389
1997-01-31 ['DELL-201310', 'CPWR-201412', 'PAIR-200006', 'INTC', 'APCC-200702'] [3.96035, 7.727815, 41., 12.27754, 12.66794] [4.259809, 7.048446, 29.5, 10.73575, 9.794196] [5050.05870693 2588.05367365 487.80487805 1628.99082389 1578.78865861] -0.129043 106.451819 0 106.451819 921.550 5.702426
1996-12-31 ['DELL-201310', 'APCC-200702', 'CPWR-201412', 'INTC', 'PAIR-200006'] [3.181755, 12.78524, 5.675556, 9.909553, 30.5] [3.96035, 12.66794, 7.727815, 12.27754, 41.] [6285.83910452 1564.30383786 3523.88382742 2018.25450654 655.73770492] 0.236070 122.223980 0 122.223980 821.360 4.973744
1996-11-29 ['DELL-201310', 'CPWR-201412', 'APCC-200702', 'CSCC-199706', 'AN'] [3.043255, 6.397385, 11.1431, 69.125, 30.12847] [3.181755, 5.675556, 12.78524, 55.125, 28.21018] [6571.91066802 3126.2773774 1794.83267672 289.33092224 663.82395123] -0.037231 98.881116 0 98.881116 834.010 5.065748
1996-10-31 ['CSCC-199706', 'CPWR-201412', 'TLAB-201312', 'APCC-200702', 'AN'] [72.625, 5.97278, 14.41026, 10.02879, 28.09734] [69.125, 6.397385, 13.45804, 11.1431, 30.12847] [ 275.38726334 3348.52447269 1387.90001013 1994.25852969 711.81115365] 0.028044 102.704925 0 102.704925 751.990 4.469217
1996-09-30 ['CSCC-199706', 'CNTO-199910', 'ASND-199906', 'AN', 'CPWR-201412'] [81.5, 35.5, 66.125, 26.17904, 5.180183] [72.625, 29.375, 65.375, 28.09734, 5.97278] [ 245.39877301 563.38028169 302.45746692 763.96995459 3860.86746356] -0.013298 99.903275 0 99.903275 737.570 4.364341
1996-08-30 ['CSCC-199706', 'CNTO-199910', 'ASND-199906', 'AN', 'MFST-199612'] [68.125, 33.875, 52.375, 23.58371, 42.375] [81.5, 35.5, 66.125, 26.17904, 43.625] [293.57798165 590.40590406 381.86157518 848.04299239 471.97640118] 0.129275 101.249720 0 101.249720 663.570 3.826139
1996-07-31 ['CSCC-199706', 'ASND-199906', 'HBOC-199901', 'IT', 'CNTO-199910'] [61.5, 48.5, 15.24056, 30.7469, 24.875] [68.125, 52.375, 13.59209, 29.45105, 33.875] [ 325.20325203 412.37113402 1312.28773746 650.47208011 804.0201005 ] 0.079824 89.659020 0 89.659020 636.010 3.625695
1996-06-28 ['USRX-199706', 'IT', 'HBOC-199901', 'PSFT-200501', 'STRM-199607'] [85.5, 34.51664, 16.85793, 17.55169, 56.25] [53.75, 30.7469, 15.24056, 16.62792, 57.25] [ 233.91812865 579.4306746 1186.38527981 1139.4914108 355.55555556] -0.122271 83.031135 0 83.031135 677.300 3.925997
1996-05-31 ['USRX-199706', 'JAVA-201001', 'IT', 'CNTO-199910', 'STRM-199607'] [91.75, 15.65625, 33.69201, 35.375, 54.375] [85.5, 14.71875, 34.51664, 29.875, 56.25] [ 217.98365123 1277.44510978 593.61255087 565.37102473 367.81609195] -0.044904 94.597689 0 94.597689 692.390 4.035747
1996-04-30 ['USRX-199706', 'CNTO-199910', 'TWX-201806', 'IT', 'STRM-199607'] [78.25, 40., 6.09412, 32.27835, 52.] [91.75, 35.375, 5.379965, 33.69201, 54.375] [ 255.59105431 500. 3281.85201473 619.61035803 384.61538462] 0.005836 99.045192 0 99.045192 666.730 3.849122
1996-03-29 ['USRX-199706', 'TWX-201806', 'IT', 'PSFT-200501', 'CNTO-199910'] [64.625, 5.332355, 28.74423, 14.16452, 36.125] [78.25, 6.09412, 32.27835, 15.51939, 40.] [ 309.47775629 3750.68801683 695.79181631 1411.97866218 553.63321799] 0.135912 98.470510 0 98.470510 609.690 3.434270
1996-02-29 ['USRX-199706', 'JAVA-201001', 'PSFT-200501', 'CSCO', 'IT'] [62., 13.125, 13.30233, 3.816741, 25.50461] [64.625, 10.9375, 14.16452, 3.726345, 28.74423] [ 322.58064516 1523.80952381 1503.49600408 5240.07261693 784.1719595 ] 0.008765 86.688529 0 86.688529 622.830 3.529837
1996-01-31 ['USRX-199706', 'TWX-201806', 'IT', 'CNTO-199910', 'JAVA-201001'] [44.125, 4.261123, 26.03473, 34.25, 11.5] [62., 4.677713, 25.50461, 29.125, 13.125] [ 453.25779037 4693.5983777 768.20462513 583.94160584 1739.13043478] 0.094834 85.935325 0 85.935325 591.820 3.304302
1995-12-29 ['USRX-199706', 'JAVA-201001', 'NWACQ-200705', 'CNTO-199910', 'IDXX'] [43.875, 11.40625, 51., 30.875, 11.75] [44.125, 11.5, 45.125, 34.25, 12.5625] [ 455.84045584 1753.42465753 392.15686275 647.77327935 1702.12765957] 0.015436 78.491623 0 78.491623 576.230 3.190916
1995-11-30 ['USRX-199706', 'TWX-201806', 'NWACQ-200705', 'INTU', 'ALTR-201512'] [54.875, 3.892143, 50.375, 12.64879, 6.541347] [43.875, 3.570773, 51., 11.74531, 5.610897] [ 364.46469248 5138.55734489 397.02233251 1581.17891118 3057.47424804] -0.096857 77.298417 0 77.298417 593.720 3.318121
1995-10-31 ['USRX-199706', 'CRUS', 'ALTR-201512', 'BAY-199808', 'CSCO'] [46.25, 42.125, 6.823302, 44.16667, 3.113657] [54.875, 29., 6.541347, 45., 3.379825] [ 432.43243243 474.77744807 2931.13217032 452.8301545 6423.31509219] -0.012411 85.588276 0 85.588276 598.780 3.354922
1995-09-29 ['USRX-199706', 'CRUS', 'ALTR-201512', 'XLNX-202202', 'BAY-199808'] [42.625, 57.25, 7.034768, 8.480746, 35.58334] [46.25, 42.125, 6.823302, 8.106272, 44.16667] [ 469.20821114 349.34497817 2843.02197315 2358.28310387 562.06078463] -0.002429 86.663891 0 86.663891 585.080 3.255282
1995-08-31 ['CRUS', 'ALTR-201512', 'XLNX-202202', 'CSCO', 'ASCL-200504'] [54.5, 7.062963, 7.555573, 2.636565, 112.] [57.25, 7.034768, 8.480746, 2.772159, 130.] [ 366.97247706 2831.67276963 2647.05271195 7585.62751155 178.57142857] 0.076212 86.874935 0 86.874935 576.770 3.194843
1995-07-31 ['ALTR-201512', 'CRUS', 'STRM-199607', 'XLNX-202202', 'ATML-201604'] [6.315784, 46., 27.125, 7.041589, 8.383348] [7.062963, 54.5, 24.5, 7.555573, 7.797747] [3166.66941111 434.7826087 737.32718894 2840.26801337 2385.68171093] 0.041890 80.722906 0 80.722906 568.880 3.137460
1995-06-30 ['STRM-199607', 'TLAB-201312', 'ASCL-200504', 'XLNX-202202', 'COMS-201004'] [24.375, 8.146771, 101.5, 5.521663, 6.116393] [27.125, 7.533118, 118.5, 7.041589, 6.755419] [ 820.51282051 2454.96037633 197.04433498 3622.0971834 3269.90106751] 0.116945 77.477355 0 77.477355 538.030 2.913088
1995-05-31 ['STRM-199607', 'COMS-201004', 'ASCL-200504', 'XLNX-202202', 'JAVA-201001'] [19.125, 5.842525, 84.5, 4.948938, 5.625] [24.375, 6.116393, 101.5, 5.521663, 6.0625] [1045.75163399 3423.17747892 236.68639053 4041.27107674 3555.55555556] 0.143215 69.365391 0 69.365391 488.100 2.549947
1995-04-28 ['STRM-199607', 'ASCL-200504', 'ADBE', 'DELL-201310', 'TLAB-201312'] [18.375, 78.75, 6.989782, 0.8197699, 5.840282] [19.125, 84.5, 6.239806, 0.7542632, 5.586357] [ 1088.43537415 253.96825397 2861.31956619 24397.0899639 3424.49217349] -0.023370 60.675741 0 60.675741 469.560 2.415106
1995-03-31 ['STRM-199607', 'COMS-201004', 'ADBE', 'TLAB-201312', 'SXCL-201702'] [21.5, 5.169265, 5.939815, 4.930384, 127.1834] [18.375, 5.112209, 6.989782, 5.840282, 123.3294] [ 930.23255814 3869.02199829 3367.10823485 4056.47917079 157.25322644] 0.034926 62.127673 0 62.127673 447.150 2.252118
1995-02-28 ['STRM-199607', 'ASCL-200504', 'SXCL-201702', 'CNTO-199910', 'DELL-201310'] [18.5, 75.5, 127.1834, 19., 0.6213781] [21.5, 68.75, 127.1834, 15.875, 0.6550673] [ 1081.08108108 264.90066225 157.25322644 1052.63157895 32186.52218351] -0.007500 60.031057 0 60.031057 432.500 2.145569
1995-01-31 ['STRM-199607', 'TLAB-201312', 'ASCL-200504', 'DELL-201310', 'ANDW-200712'] [17.875, 4.210928, 64.5, 0.6382227, 15.7037] [18.5, 4.401372, 75.5, 0.6213781, 17.18518] [ 1118.88111888 4749.54689323 310.07751938 31337.02389464 1273.58520603] 0.063736 60.484675 0 60.484675 405.330 1.947962
1994-12-30 ['STRM-199607', 'STCN', 'WWWW-200709', 'FORE-199906', 'ASND-199906'] [17.5, 3.976614, 83.75, 16.875, 5.09375] [17.875, 3.720058, 100., 16., 6.375] [1142.85714286 5029.4044129 238.80597015 1185.18518519 3926.3803681 ] 0.070125 56.860603 0 56.860603 404.270 1.940252
1994-11-30 ['STRM-199607', 'HOLX', 'WWWW-200709', 'STCN', 'FORE-199906'] [14.0625, 1.6875, 70., 2.97177, 13.8125] [17.5, 1.875, 83.75, 3.976614, 16.875] [ 1422.22222222 11851.85185185 285.71428571 6729.99592835 1447.9638009 ] 0.222367 53.134552 0 53.134552 404.820 1.944253
1994-10-31 ['STRM-199607', 'HOLX', 'MFE-201102', 'ATML-201604', 'CSCC-199706'] [14.15625, 1.953125, 2.962963, 4.546117, 9.291667] [14.0625, 1.6875, 2.839506, 4.191674, 9.104167] [ 1412.80353201 10240. 6749.99991563 4399.35883744 2152.46629049] -0.056487 43.468587 0 43.468587 413.050 2.004109
1994-09-30 ['HOLX', 'CDWC-200710', 'STRM-199607', 'COMS-201004', 'CSCC-199706'] [1.953125, 4.535933, 9.3125, 3.411943, 7.875] [1.953125, 4.859928, 14.15625, 3.6744, 9.291667] [10240. 4409.23620344 2147.65100671 5861.76263789 2539.68253968] 0.169676 46.070997 0 46.070997 393.850 1.864468
1994-08-31 ['HOLX', 'STRM-199607', 'CDWC-200710', 'COMS-201004', 'WDC'] [1.8125, 9.5, 4.130939, 3.058197, 6.020983] [1.953125, 9.3125, 4.535933, 3.411943, 5.970808] [11034.48275862 2105.26315789 4841.51424168 6539.80106579 3321.71673629] 0.052645 39.387828 0 39.387828 397.900 1.893923
1994-07-29 ['WDC', 'MCHP', 'STRM-199607', 'HOLX', 'CDWC-200710'] [6.121333, 1.249065, 7.6875, 1.4375, 3.239952] [6.020983, 1.434473, 9.5, 1.8125, 4.130939] [ 3267.26221233 16011.97695877 2601.62601626 13913.04347826 6172.930957 ] 0.180737 37.417947 0 37.417947 370.160 1.692171
1994-06-30 ['JCOR-199905', 'MCHP', 'HOLX', 'WDC', 'CDWC-200710'] [12.25, 1.375923, 1.34375, 5.117836, 2.915957] [13.75, 1.249065, 1.4375, 6.121333, 3.239952] [ 1632.65306122 14535.6971284 14883.72093023 3907.90169908 6858.81170401] 0.081441 31.690327 0 31.690327 360.300 1.620459
1994-05-31 ['JCOR-199905', 'MCHP', 'WDC', 'TLAB-201312', 'IDTI-201903'] [13.5, 1.210032, 5.619584, 2.994203, 14.4375] [12.25, 1.375923, 5.117836, 2.623895, 12.375] [ 1481.48148148 16528.48850278 3558.98230189 6679.57382983 1385.28138528] -0.062263 29.303784 0 29.303784 378.850 1.755373
1994-04-29 ['JCOR-199905', 'IDTI-201903', 'WDC', 'MCHP', 'MU'] [14.25, 15.0625, 6.322032, 1.092932, 9.007866] [13.5, 14.4375, 5.619584, 1.210032, 8.329191] [ 1403.50877193 1327.80082988 3163.5398239 18299.40014566 2220.28169602] -0.034687 31.249462 0 31.249462 373.250 1.714644
1994-03-31 ['JCOR-199905', 'MCHP', 'MU', 'WDC', 'NTLDQ-200301'] [12.75, 0.9953486, 8.206641, 6.773606, 10.56] [14.25, 1.092932, 9.007866, 6.322032, 10.44] [ 1568.62745098 20093.46273255 2437.0506764 2952.63704443 1893.93939394] 0.047057 32.372369 0 32.372369 382.960 1.785265
1994-02-28 ['JCOR-199905', 'MCHP', 'IDTI-201903', 'TWX-201806', 'KLAC'] [17., 1.157987, 13., 0.9938652, 5.371217] [12.75, 0.9953486, 12.6875, 0.8569856, 4.892255] [ 1176.47058824 17271.35106007 1538.46153846 20123.45336168 3723.55091965] -0.128277 30.917471 0 30.917471 412.170 1.997709
1994-01-31 ['JCOR-199905', 'MCHP', 'EDCI-202003', 'NTLDQ-200301', 'PDLI-202012'] [13.75, 1.034382, 1.627546, 9.599999, 1.044265] [17., 1.157987, 1.454198, 9.599999, 0.9076731] [ 1454.54545455 19335.21658343 12288.43915932 2083.33355035 19152.22668576] 0.023710 35.467075 0 35.467075 413.990 2.010946
1993-12-31 ['JCOR-199905', 'MCHP', 'EDCI-202003', 'NTLDQ-200301', 'GNTX'] [14.375, 1.014865, 1.675699, 11.28, 1.476829] [13.75, 1.034382, 1.627546, 9.599999, 1.330193] [ 1391.30434783 19707.05463288 11935.31773905 1773.04964539 13542.52929757] -0.060242 34.645631 0 34.645631 398.280 1.896687
1993-11-30 ['JCOR-199905', 'EDCI-202003', 'NTLDQ-200301', 'MCHP', 'TIGO'] [14.25, 1.50235, 11.76, 0.83271, 13.29294] [14.375, 1.675699, 11.28, 1.014865, 10.72563] [ 1403.50877193 13312.47711918 1700.68027211 24017.96543815 1504.55805864] 0.021791 36.866550 0 36.866550 386.760 1.812902
1993-10-29 ['JCOR-199905', 'EDCI-202003', 'NTLDQ-200301', 'TIGO', 'MCHP'] [14.75, 1.834601, 13.86, 14.1487, 0.83271] [14.25, 1.50235, 11.76, 13.29294, 0.83271] [ 1355.93220339 10901.55298073 1443.001443 1413.5574293 24017.96543815] -0.085400 36.080309 0 36.080309 390.985 1.843631
1993-09-30 ['JCOR-199905', 'EDCI-202003', 'NTLDQ-200301', 'TIGO', 'DIGI-199809'] [12., 1.70459, 13.5, 11.52435, 30.5625] [14.75, 1.834601, 13.86, 14.1487, 32.8125] [ 1666.66666667 11733.02671024 1481.48148148 1735.45579577 654.39672802] 0.126689 39.449272 0 39.449272 382.715 1.783483
1993-08-31 ['JCOR-199905', 'DIGI-199809', 'EDCI-202003', 'NTLDQ-200301', 'IAC'] [14.5, 32.25, 1.324187, 9., 0.757618] [12., 30.5625, 1.70459, 13.5, 0.7682887] [ 1379.31034483 620.15503876 15103.6069679 2222.22222222 26398.52801808] 0.115324 35.013445 0 35.013445 372.650 1.710280
1993-07-30 ['JCOR-199905', 'DIGI-199809', 'IAC', 'QCOM', 'EDCI-202003'] [9.5, 27.5, 0.7682887, 1.362444, 0.7463599] [14.5, 32.25, 0.757618, 1.580232, 1.324187] [ 2105.26315789 727.27272727 26031.88098432 14679.50242359 26796.72367178] 0.323840 31.393081 0 31.393081 352.865 1.566384
1993-06-30 ['DIGI-199809', 'EDCI-202003', 'AKLMQ-200808', 'NTLDQ-200301', 'QCOM'] [25.375, 0.8234035, 19.91667, 6.84, 1.175045] [27.5, 0.7463599, 20.75, 6.96, 1.362444] [ 788.1773399 24289.42796575 1004.18393235 2923.97660819 17020.62474203] 0.041809 23.713657 0 23.713657 366.125 1.662824
1993-05-31 ['DIGI-199809', 'EDCI-202003', 'AKLMQ-200808', 'NTLDQ-200301', 'LRCX'] [21.375, 0.7270991, 17.25, 5.58, 7.290945] [25.375, 0.8234035, 19.91667, 6.84, 7.808208] [ 935.67251462 27506.566849 1159.42028986 3584.22939068 2743.12863422] 0.154185 22.762006 0 22.762006 368.110 1.677261
1993-04-30 ['DIGI-199809', 'EDCI-202003', 'COMS-201004', 'AKLMQ-200808', 'QVCN-199502'] [16.9375, 0.5746169, 1.443514, 12.33333, 52.5] [21.375, 0.7270991, 1.232408, 17.25, 68.] [ 1180.81180812 34805.79843718 13855.07864835 1621.6220599 380.95238095] 0.215000 19.721275 0 19.721275 339.945 1.472417
1993-03-31 ['DIGI-199809', 'QVCN-199502', 'COMS-201004', 'QCOM', 'COMR-200001'] [13.625, 57., 1.614682, 0.9927101, 4.684368] [16.9375, 52.5, 1.443514, 0.9218022, 4.723145] [ 1467.88990826 350.87719298 12386.33984896 20146.86865783 4269.51938874] -0.000997 16.231506 0 16.231506 359.420 1.614059
1993-02-26 ['DIGI-199809', 'QVCN-199502', 'CERN', 'AKLMQ-200808', 'COMS-201004'] [13.0625, 47., 1.398143, 11.33333, 1.329403] [13.625, 57., 1.360356, 12.83333, 1.614682] [ 1531.10047847 425.53191489 14304.68843316 1764.70640138 15044.34697379] 0.115149 16.247708 0 16.247708 351.140 1.553838
1993-01-29 ['DIGI-199809', 'CERN', 'AKLMQ-200808', 'ASCL-200504', 'OHP-200407'] [13.5, 1.738232, 14.5, 37.25, 6.940757] [13.0625, 1.398143, 11.33333, 32.25, 4.793168] [ 1481.48148148 11505.94397066 1379.31034483 536.91275168 2881.53006941] -0.178019 14.569985 0 14.569985 370.560 1.695080
1992-12-31 ['DIGI-199809', 'CERN', 'ASCL-200504', 'AKLMQ-200808', 'XRAY'] [11., 1.670214, 36.25, 12.08333, 6.791649] [13.5, 1.738232, 37.25, 14.5, 6.791649] [ 1818.18181818 11974.51344558 551.72413793 1655.17287039 2944.79293615] 0.099117 17.725456 0 17.725456 360.185 1.619623
1992-11-30 ['CERN', 'DIGI-199809', 'ASCL-200504', 'AKLMQ-200808', 'PHS-200512'] [1.602197, 9.25, 31.25, 10.08333, 22.625] [1.670214, 11., 36.25, 12.08333, 25.5] [12482.85947359 2162.16216216 640. 1983.47173007 883.97790055] 0.143412 16.127002 0 16.127002 350.960 1.552529
1992-10-30 ['DIGI-199809', 'ASCL-200504', 'CERN', 'PHS-200512', 'AKLMQ-200808'] [8.625, 28.75, 1.246993, 21.5, 8.5] [9.25, 31.25, 1.602197, 22.625, 10.08333] [ 2318.84057971 695.65217391 16038.58241385 930.23255814 2352.94117647] 0.136574 14.104277 0 14.104277 329.155 1.393942
1992-09-30 ['ASCL-200504', 'SXCL-201702', 'CERN', 'PHS-200512', 'XRAY'] [23., 48.17553, 1.027824, 19.75, 4.910884] [28.75, 44.08062, 1.246993, 21.5, 4.980543] [ 869.56521739 415.14852042 19458.58434907 1012.65822785 4072.58652414] 0.096206 12.409470 0 12.409470 313.185 1.277792
1992-08-31 ['ASCL-200504', 'CERN', 'SXCL-201702', 'PHS-200512', 'PTC'] [18.75, 0.9371339, 46.00764, 17.125, 13.35938] [23., 1.027824, 48.17553, 19.75, 14.60938] [ 1066.66666667 21341.66739673 434.71040897 1167.88321168 1497.07546308] 0.123483 11.320385 0 11.320385 299.260 1.176516
1992-07-31 ['ASCL-200504', 'CERN', 'SXCL-201702', 'EA', 'HBOC-199901'] [18.875, 0.9975941, 46.00764, 3.612909, 1.082453] [18.75, 0.9371339, 46.00764, 3.3338, 1.006757] [ 1059.60264901 20048.23404629 434.71040897 5535.70543847 18476.55279259] -0.042882 10.076156 0 10.076156 310.895 1.261137
1992-06-30 ['ASCL-200504', 'SXCL-201702', 'CERN', 'GNTX', 'CSCO'] [15., 44.08062, 0.7708682, 0.5053688, 0.4720706] [18.875, 46.00764, 0.9975941, 0.4399065, 0.5361015] [ 1333.33333333 453.71412653 25944.77240078 39575.05884811 42366.54432621] 0.120454 10.527605 0 10.527605 301.230 1.190843
1992-05-29 ['ASCL-200504', 'SXCL-201702', 'CERN', 'PTC', 'HBOC-199901'] [16.625, 42.87622, 0.710408, 12.26562, 1.091963] [15., 44.08062, 0.7708682, 11.64062, 0.8932126] [ 1203.0075188 466.4590302 28152.83611671 1630.5739131 18315.63889985] -0.043503 9.395836 0 9.395836 315.295 1.293138
1992-04-30 ['ASCL-200504', 'PTC', 'SXCL-201702', 'HBOC-199901', 'GNTX'] [16.875, 11.40625, 33.00024, 1.099494, 0.4660914] [16.625, 12.26562, 42.87622, 1.091963, 0.4660914] [ 1185.18518519 1753.42465753 606.05619838 18190.18566723 42910.03867482] 0.070590 9.823174 0 9.823174 307.860 1.239063
1992-03-31 ['ASCL-200504', 'CMVT-201302', 'APCC-200702', 'TECD-202006', 'CSCO'] [14.375, 2.042868, 3.841436, 9.3125, 0.3967402] [16.875, 1.588897, 3.313605, 7.875, 0.3666081] [ 1391.30434783 9790.1577586 5206.38636177 2147.65100671 50410.82300206] -0.083205 9.175481 0 9.175481 323.050 1.349540
1992-02-28 ['ASCL-200504', 'APCC-200702', 'TECD-202006', 'MEDI-200706', 'SXCL-201702'] [14.125, 4.207985, 10., 6.208333, 28.90532] [14.375, 3.841436, 9.3125, 5.25, 29.62795] [1415.92920354 4752.86865329 2000. 3221.47668303 691.91415283] -0.053504 10.008216 0 10.008216 345.880 1.515582
1992-01-31 ['ASCL-200504', 'APCC-200702', 'MEDI-200706', 'TECD-202006', 'CMVT-201302'] [12.25, 3.636168, 6.75, 9.4375, 1.361912] [14.125, 4.207985, 6.208333, 10., 1.588897] [ 1632.65306122 5500.29591592 2962.96296296 2119.20529801 14685.2366379 ] 0.091268 10.573968 0 10.573968 338.315 1.460562
1991-12-31 ['FHCC-200501', 'MEDI-200706', 'EA', 'DG-200707', 'AMGN'] [9.875, 7.291667, 2.372425, 1.477106, 7.259761] [9.5, 6.75, 2.480967, 1.423532, 6.756609] [ 2025.3164557 2742.85701747 8430.19273528 13539.98968253 2754.91162863] -0.034417 9.689614 0 9.689614 330.855 1.406306
1991-11-29 ['ASCL-200504', 'EA', 'FHCC-200501', 'TECD-202006', 'MEDI-200706'] [7.0625, 2.093316, 7.46875, 6.875, 5.75] [6.875, 2.372425, 9.875, 7., 7.291667] [2831.85840708 9554.21923876 2677.82426778 2909.09090909 3478.26086957] 0.143052 10.034989 0 10.034989 284.790 1.071275
1991-10-31 ['FHCC-200501', 'MEDI-200706', 'ASCL-200504', 'QVCN-199502', 'NOVL-201104'] [9.0625, 8.75, 7.625, 17.375, 25.875] [7.46875, 5.75, 7.0625, 13.375, 24.75] [2206.89655172 2285.71428571 2622.95081967 1151.07913669 772.9468599 ] -0.173237 8.779121 0 8.779121 292.505 1.127386
1991-09-30 ['FHCC-200501', 'TECD-202006', 'CE-200402', 'QVCN-199502', 'AMGN'] [7.625, 5.5625, 1.174211, 16.5, 5.295073] [9.0625, 6., 1.064472, 17.375, 5.750306] [ 2622.95081967 3595.50561798 17032.71388192 1212.12121212 3777.09617979] 0.062544 10.618664 0 10.618664 287.535 1.091240
1991-08-30 ['FHCC-200501', 'TECD-202006', 'AMGN', 'CSCO', 'SMLS-199502'] [7., 5.75, 5.103397, 0.2278795, 83.5] [7.625, 5.5625, 5.295073, 0.2059031, 54.75] [ 2857.14285714 3478.26086957 3918.95829386 87765.68317905 239.52095808] -0.069303 9.993619 0 9.993619 287.405 1.090294
1991-07-31 ['FHCC-200501', 'AMGN', 'CSCO', 'TECD-202006', 'DELL-201310'] [6.5, 4.728029, 0.1971146, 4.53125, 0.2869818] [7., 5.103397, 0.2278795, 5.75, 0.325662] [ 3076.92307692 4230.09249732 101463.81850964 4413.79310345 69690.83056835] 0.143228 10.737779 0 10.737779 272.155 0.979381
1991-06-28 ['FHCC-200501', 'AMGN', 'USHC-199607', 'CHRS-201206', 'CSCO'] [5.4375, 3.765652, 12.93427, 10.02595, 0.1531719] [6.5, 4.728029, 12.28255, 10.32794, 0.1971146] [ 3678.16091954 5311.16523779 1546.27976685 1994.82343319 130572.25248234] 0.143518 9.392509 0 9.392509 254.195 0.848758
1991-05-31 ['FHCC-200501', 'AMGN', 'USHC-199607', 'CSCO', 'CHRS-201206'] [5.09375, 3.905416, 15.00111, 0.1619604, 10.55326] [5.4375, 3.765652, 12.93427, 0.1531719, 10.02595] [ 3926.3803681 5121.09337392 1333.23467397 123486.97582866 1895.14898714] -0.042062 8.213699 0 8.213699 279.000 1.029165
1991-04-30 ['AMGN', 'USHC-199607', 'FHCC-200501', 'CE-200402', 'CSCO'] [4.049174, 11.93422, 3.1875, 0.8120713, 0.1494053] [3.905416, 15.00111, 5.09375, 0.8285322, 0.1619604] [ 4939.27897393 1675.85313493 6274.50980392 24628.3793061 133864.05970873] 0.184765 8.574356 0 8.574356 263.655 0.917561
1991-03-29 ['AMGN', 'USHC-199607', 'FHCC-200501', 'DELL-201310', 'IMNX-200207'] [4.192932, 14.00103, 3.65625, 0.2844864, 2.470482] [4.049174, 11.93422, 3.1875, 0.2333287, 1.902155] [ 4769.93187583 1428.46633426 5470.08547009 70302.13043576 8095.58620544] -0.143996 7.237181 0 7.237181 264.905 0.926652
1991-02-28 ['FHCC-200501', 'DELL-201310', 'USHC-199607', 'AMGN', 'NOVL-201104'] [3.28125, 0.2520449, 10.46952, 2.915086, 12.21875] [3.65625, 0.2844864, 14.00103, 4.192932, 12.625] [ 6095.23809524 79350.94104265 1910.30725382 6860.86105178 1636.8286445 ] 0.210383 8.454613 0 8.454613 250.115 0.819084
1991-01-31 ['DELL-201310', 'ASTA-199708', 'FHCC-200501', 'USHC-199607', 'AMGN'] [0.2258422, 23.5, 2.796875, 10.07068, 2.356028] [0.2520449, 24.5, 3.28125, 10.46952, 2.915086] [88557.40866853 851.06382979 7150.83798883 1985.96321202 8488.86346003] 0.121730 6.985071 0 6.985071 232.425 0.690425
1990-12-31 ['DELL-201310', 'ASTA-199708', 'APCC-200702', 'FHCC-200501', 'USHC-199607'] [0.1846666, 18.625, 1.070324, 2.15625, 7.810597] [0.2258422, 23.5, 1.070324, 2.796875, 10.07068] [108303.28819613 1073.82550336 18685.9306154 9275.36231884 2560.62372697] 0.214236 6.227049 0 6.227049 200.530 0.458453
1990-11-30 ['APCC-200702', 'DELL-201310', 'FHCC-200501', 'ASTA-199708', 'AMGN'] [1.055662, 0.1310135, 1.875, 13.5625, 1.852876] [1.070324, 0.1846666, 2.15625, 18.625, 1.988648] [ 18945.45792119 152656.02399753 10666.66666667 1474.65437788 10794.03046939] 0.203992 5.128368 0 5.128368 192.580 0.400633
1990-10-31 ['FHCC-200501', 'ASTA-199708', 'APCC-200702', 'AMGN', 'DELL-201310'] [1.5, 10.375, 0.7184365, 1.509455, 0.1060585] [1.875, 13.5625, 1.055662, 1.852876, 0.1310135] [ 13333.33333333 1927.71084337 27838.22926591 13249.8153307 188575.17313558] 0.297885 4.259470 0 4.259470 172.555 0.254991
1990-09-28 ['FHCC-200501', 'APCC-200702', 'AN', 'AMGN', 'NOVL-201104'] [1.375, 0.7282112, 5.422802, 1.42959, 6.1875] [1.5, 0.7184365, 4.628081, 1.509455, 6.1875] [14545.45454545 27464.55973212 3688.1302323 13990.0251121 3232.32323232] -0.002640 3.281855 0 3.281855 177.055 0.287720
1990-08-31 ['AN', 'FHCC-200501', 'APCC-200702', 'AMGN', 'WWWW-200709'] [6.498013, 1.3125, 0.7330985, 1.445563, 88.75] [5.422802, 1.375, 0.7282112, 1.42959, 57.5] [ 3077.86395626 15238.0952381 27281.46354139 13835.43989435 225.35211268] -0.097536 3.290542 0 3.290542 193.615 0.408160
1990-07-31 ['AN', 'WWWW-200709', 'APCC-200702', 'ASTA-199708', 'ERIC'] [7.573223, 103.75, 0.8406196, 10.25, 4.033032] [6.498013, 88.75, 0.7330985, 9.0625, 3.54418] [ 2640.88354456 192.77108434 23791.97439603 1951.2195122 4959.04818013] -0.130305 3.646173 0 3.646173 223.385 0.624677
1990-06-29 ['WWWW-200709', 'AN', 'ASTA-199708', 'MSFT', 'IMNX-200207'] [120., 6.357768, 11.9375, 0.6650268, 1.391821] [103.75, 7.573223, 10.25, 0.5818908, 1.252639] [ 166.66666667 3145.75807107 1675.39267016 30073.97596608 14369.66391512] -0.062123 4.192474 0 4.192474 238.460 0.734318
1990-05-31 ['ASTA-199708', 'WWWW-200709', 'ERIC', 'SMLS-199502', 'MSFT'] [12.5, 100., 3.579098, 33., 0.6387761] [11.9375, 120., 3.897725, 36.375, 0.6650268] [ 1600. 200. 5588.00010505 606.06060606 31309.87524424] 0.077478 4.470173 0 4.470173 236.150 0.717517
1990-04-30 ['SMLS-199502', 'ASTA-199708', 'WWWW-200709', 'VTRS', 'MSFT'] [26.25, 10.5, 85.625, 2.682999, 0.5075225] [33., 12.5, 100., 2.777693, 0.6387761] [ 761.9047619 1904.76190476 233.57664234 7454.34493267 39407.11988138] 0.181883 4.148735 0 4.148735 205.815 0.496891
1990-03-30 ['SMLS-199502', 'SXCL-201702', 'ASTA-199708', 'APCC-200702', 'QMCO'] [28.25, 20.71548, 8.375, 0.5767041, 30.04529] [26.25, 17.34319, 10.5, 0.5962535, 31.44927] [ 707.96460177 965.46157753 2388.05970149 34679.82974284 665.66173933] 0.020154 3.510277 0 3.510277 213.145 0.550202
1990-02-28 ['SXCL-201702', 'VTRS', 'ASTA-199708', 'SMLS-199502', 'ERIC'] [18.3067, 2.809258, 7.9375, 19.25, 2.360926] [20.71548, 2.493611, 8.375, 28.25, 2.313622] [1092.49618992 7119.31762764 2519.68503937 1038.96103896 8471.25238148] 0.104367 3.440928 0 3.440928 207.915 0.512164
1990-01-31 ['SXCL-201702', 'ERIC', 'VTRS', 'SMLS-199502', 'HNI'] [15.53661, 2.657655, 2.55674, 19., 4.34187] [18.3067, 2.360926, 2.809258, 19.25, 4.387779] [1287.28210337 7525.43125424 7822.46141571 1052.63157895 4606.31018432] 0.037828 3.115747 0 3.115747 201.940 0.468708
1989-12-29 ['PHS-200512', 'SXCL-201702', 'SMLS-199502', 'VTRS', 'CMVT-201302'] [6.375, 17.10231, 24.5, 3.061775, 0.9079413] [4.5, 15.53661, 19., 2.55674, 0.9079413] [ 3137.25490196 1169.43266728 816.32653061 6532.15863347 22027.85576557] -0.155021 3.002180 0 3.002180 223.835 0.627950
1989-11-30 ['PHS-200512', 'SMLS-199502', 'CMVT-201302', 'VTRS', 'SXCL-201702'] [6.8125, 23.125, 0.9079413, 2.771876, 14.69354] [6.375, 24.5, 0.9079413, 3.061775, 17.10231] [ 2935.77981651 864.86486486 22027.85576557 7215.32997869 1361.14237958] 0.052752 3.552964 0 3.552964 224.445 0.632387
1989-10-31 ['PHS-200512', 'CMVT-201302', 'SXCL-201702', 'SMLS-199502', 'APCC-200702'] [6.1875, 0.9079413, 16.1388, 22.5, 0.4300845] [6.8125, 0.9079413, 14.69354, 23.125, 0.3567746] [ 3232.32323232 22027.85576557 1239.2495105 888.88888889 46502.48962704] -0.026244 3.374931 0 3.374931 222.615 0.619077
1989-09-29 ['PHS-200512', 'SMLS-199502', 'SXCL-201702', 'QMCO', 'CMVT-201302'] [6.25, 25.875, 16.01837, 30.88768, 0.9079413] [6.1875, 22.5, 16.1388, 25.55254, 0.9079413] [ 3200. 772.9468599 1248.5664896 647.50735568 22027.85576557] -0.061129 3.465889 0 3.465889 226.390 0.646533
1989-08-31 ['SMLS-199502', 'PHS-200512', 'CMVT-201302', 'QMCO', 'INEL-199805'] [23.875, 6.1875, 1.134927, 32.01087, 6.680806] [25.875, 6.25, 0.9079413, 30.88768, 5.820399] [ 837.69633508 3232.32323232 17622.27878974 624.78776741 2993.65076609] -0.054001 3.691548 0 3.691548 222.005 0.614641
1989-07-31 ['SMLS-199502', 'PHS-200512', 'QMCO', 'INEL-199805', 'SVC-200605'] [17.84375, 4.78125, 26.39493, 6.427745, 11.16132] [23.875, 6.1875, 32.01087, 6.680806, 10.72267] [1120.84063047 4183.00653595 757.7212745 3111.51111315 1791.90274985] 0.168991 3.902275 0 3.902275 214.275 0.558420
1989-06-30 ['APCC-200702', 'SMLS-199502', 'SVC-200605', 'GNTX', 'PHS-200512'] [0.3763239, 12., 9.053132, 0.1937683, 3.375] [0.3616619, 17.84375, 11.16132, 0.2094793, 4.78125] [ 53145.70772677 1666.66666667 2209.18020415 103216.0575285 5925.92592593] 0.235727 3.338156 0 3.338156 204.585 0.487945
1989-05-31 ['PHS-200512', 'APCC-200702', 'VCELA-199905', 'INEL-199805', 'ROST'] [3.84375, 0.3792563, 26.16667, 5.111829, 0.4591083] [3.375, 0.3763239, 22.83333, 4.959992, 0.3986993] [ 5203.25203252 52734.78647553 764.33111282 3912.49394297 43562.70622857] -0.083671 2.701370 0 2.701370 214.545 0.560384
1989-04-28 ['PHS-200512', 'INEL-199805', 'MCIC-199809', 'ROST', 'APCC-200702'] [3.21875, 4.251422, 16.5539, 0.3745357, 0.2893295] [3.84375, 5.111829, 19.12895, 0.4591083, 0.3792563] [ 6213.59223301 4704.30834671 1208.17450873 53399.44897109 69125.33979425] 0.217746 2.948035 0 2.948035 200.470 0.458017
1989-03-31 ['PHS-200512', 'SMLS-199502', 'ROST', 'MCIC-199809', 'INEL-199805'] [2.8125, 9., 0.3382903, 14.04016, 3.7453] [3.21875, 9.5, 0.3745357, 16.5539, 4.251422] [ 7111.11111111 2222.22222222 59120.82019496 1424.48519105 5340.02616613] 0.124263 2.420895 0 2.420895 185.870 0.351831
1989-02-28 ['CMVT-201302', 'ROST', 'APCC-200702', 'INEL-199805', 'PHS-200512'] [0.4539707, 0.3201676, 0.2424112, 3.087342, 2.] [0.4539707, 0.3382903, 0.2345915, 3.7453, 2.8125] [44055.70667887 62467.28276065 82504.4387388 6478.06430256 10000. ] 0.128742 2.153317 0 2.153317 183.790 0.336703
1989-01-31 ['SMLS-199502', 'CDNS', 'CMVT-201302', 'MCIC-199809', 'VCELA-199905'] [7.9375, 3.138889, 0.4539707, 12.32346, 18.] [7.6875, 2.944444, 0.4539707, 11.95559, 16.77778] [ 2519.68503937 6371.68119038 44055.70667887 1622.92083554 1111.11111111] -0.038239 1.907714 0 1.907714 186.470 0.356195
1988-12-30 ['SMLS-199502', 'SVC-200605', 'MCIC-199809', 'ROST', 'ERIC'] [7.0625, 5.481904, 11.09724, 0.2537178, 0.9949002] [7.9375, 5.977245, 12.32346, 0.2718404, 1.005417] [ 2831.85840708 3648.36742854 1802.24992881 78827.73695815 20102.51882551] 0.081350 1.983563 0 1.983563 177.410 0.290301
1988-11-30 ['MNST', 'SMLS-199502', 'SVC-200605', 'MCIC-199809', 'ROST'] [0.1576255, 6.625, 5.578928, 11.21986, 0.2627791] [0.1100404, 7.0625, 5.481904, 11.09724, 0.2537178] [126883.02336868 3018.86792453 3584.91810613 1782.5534365 76109.55361366] -0.059730 1.834340 0 1.834340 169.185 0.230481
1988-10-31 ['MNST', 'SMLS-199502', 'MCIC-199809', 'SVC-200605', 'CE-200402'] [0.1665476, 5.875, 11.58773, 5.190829, 0.2158208] [0.1576255, 6.625, 11.21986, 5.578928, 0.1920439] [120085.78928787 3404.25531915 1725.96358389 3852.94911468 92669.47393393] 0.001388 1.950866 0 1.950866 174.780 0.271173
1988-09-30 ['SMLS-199502', 'CE-200402', 'SVC-200605', 'FAST', 'MCIC-199809'] [6.71875, 0.2341107, 5.035589, 0.1019325, 10.05496] [5.875, 0.2158208, 5.190829, 0.09547137, 11.58773] [ 2976.74418605 85429.67066435 3971.73002006 196208.275084 1989.06808182] -0.016765 1.948162 0 1.948162 179.365 0.304520
1988-08-31 ['CE-200402', 'SMLS-199502', 'CMVT-201302', 'MNST', 'SVC-200605'] [0.1938729, 4.75, 0.4539707, 0.1159885, 4.212464] [0.2341107, 6.71875, 0.4539707, 0.1040923, 5.035589] [103160.36949981 4210.52631579 44055.70667887 172430.88754489 4747.81505551] 0.142972 1.981380 0 1.981380 170.995 0.243645
1988-07-29 ['CMVT-201302', 'MCIC-199809', 'FAST', 'CE-200402', 'STJ-201701'] [0.4539707, 8.399571, 0.08601712, 0.1975309, 1.397088] [0.4539707, 8.093018, 0.08172349, 0.1938729, 1.342832] [ 44055.70667887 2381.0739858 232511.85345429 101249.98164844 14315.49050597] -0.028753 1.733533 0 1.733533 181.160 0.317575
1988-06-30 ['CE-200402', 'CMVT-201302', 'MU', 'FAST', 'ORCL'] [0.2341107, 0.4539707, 2.164174, 0.07569589, 0.2043954] [0.1975309, 0.4539707, 1.895181, 0.08601712, 0.1966336] [ 85429.67066435 44055.70667887 9241.4011073 264215.13770431 97849.56021515] -0.036433 1.784854 0 1.784854 189.025 0.374777
1988-05-31 ['CE-200402', 'MCIC-199809', 'FAST', 'MU', 'WCOEQ-200404'] [0.2011888, 6.866803, 0.07441606, 2.090812, 0.9401441] [0.2341107, 6.866803, 0.07569589, 2.164174, 0.8196128] [ 99409.11223686 2912.56353211 268759.18988455 9565.66157072 21273.33458775] 0.017544 1.852341 0 1.852341 173.345 0.260737
1988-04-29 ['CE-200402', 'MCIC-199809', 'MU', 'WCOEQ-200404', 'FAST'] [0.168267, 6.68287, 1.968542, 0.9642503, 0.07053528] [0.2011888, 6.866803, 2.090812, 0.9401441, 0.07441606] [118858.71858415 2992.72617902 10159.80355004 20741.50249162 283546.04957973] 0.063061 1.820404 0 1.820404 175.920 0.279465
1988-03-31 ['CE-200402', 'MU', 'MCIC-199809', 'ADCT-201012', 'WCOEQ-200404'] [0.175583, 1.748457, 5.456656, 4.648438, 0.8196128] [0.168267, 1.968542, 6.68287, 4.621094, 0.9642503] [113906.24377075 11438.65705591 3665.24845986 4302.52054561 24401.76629745] 0.095903 1.712417 0 1.712417 173.260 0.260119
1988-02-29 ['MU', 'MCIC-199809', 'CE-200402', 'WCOEQ-200404', 'ADCT-201012'] [1.882954, 5.579277, 0.1280293, 0.7955065, 4.210938] [1.748457, 5.456656, 0.175583, 0.8196128, 4.648438] [ 10621.60838767 3584.69385908 156214.24158376 25141.21506235 4749.53561416] 0.082444 1.562563 0 1.562563 172.640 0.255609
1988-01-29 ['MU', 'ORCL', 'MCIC-199809', 'DZB-200104', 'CE-200402'] [1.381648, 0.1448879, 5.272724, 19.99931, 0.09876543] [1.882954, 0.1565307, 5.579277, 18.55606, 0.1280293] [ 14475.46697856 138037.75194478 3793.10580262 1000.03450119 202500.00430313] 0.145092 1.443551 0 1.443551 159.130 0.157351
1987-12-31 ['MU', 'ASCL-200504', 'ORCL', 'CA-201811', 'ADBE'] [1.442783, 12.125, 0.1500625, 3.377285, 0.8420286] [1.381648, 10.75, 0.1448879, 3.047472, 0.7563986] [ 13862.09845833 1649.48453608 133277.80091628 5921.91656908 23752.16233748] -0.077922 1.260641 0 1.260641 156.250 0.136405
1987-11-30 ['ORCL', 'ASCL-200504', 'ADBE', 'DZB-200104', 'MU'] [0.1125468, 9.125, 0.692176, 17.70724, 0.8069801] [0.1500625, 12.125, 0.8420286, 21.20751, 1.442783] [177703.85297494 2191.78082192 28894.38524306 1129.48150022 24783.75860817] 0.372830 1.367174 0 1.367174 137.125 -0.002691
1987-10-30 ['ORCL', 'MSFT', 'AAPL', 'CA-201811', 'ASCL-200504'] [0.1293642, 0.2176578, 0.2703218, 2.875969, 9.25] [0.1125468, 0.1957909, 0.2314584, 2.532964, 9.125] [154602.27790996 91887.35712665 73985.89384948 6954.17787883 2162.16216216] -0.101402 0.995880 0 0.995880 150.070 0.091458
1987-09-30 ['ORCL', 'ADBE', 'MSFT', 'AAPL', 'ASCL-200504'] [0.1681734, 1.098919, 0.2898473, 0.3954222, 13.375] [0.1293642, 0.6422252, 0.2176578, 0.2703218, 9.25] [118924.87159087 18199.70352683 69001.85028462 50578.84964476 1495.3271028 ] -0.304039 1.108260 0 1.108260 205.505 0.494636
1987-08-31 ['ADBE', 'MSFT', 'ORCL', 'AAPL', 'AMAT'] [0.9205227, 0.259777, 0.1384197, 0.3779256, 0.3572946] [1.098919, 0.2898473, 0.1681734, 0.3954222, 0.3426514] [ 21726.78631391 76989.10989041 144488.10393318 52920.46900236 55976.216825 ] 0.105964 1.592418 0 1.592418 209.575 0.524237
1987-07-31 ['ADBE', 'MSFT', 'ORCL', 'AAPL', 'INTC'] [0.9419303, 0.205635, 0.1177214, 0.2883207, 0.5935496] [0.9205227, 0.259777, 0.1384197, 0.3779256, 0.6557138] [ 21232.99356651 97259.70773458 169892.64483773 69367.20117564 33695.58331772] 0.166381 1.439847 0 1.439847 196.350 0.428052
1987-06-30 ['ADBE', 'MSFT', 'JAVA-201001', 'ASCL-200504', 'TIGO'] [0.9918811, 0.2231311, 2.546875, 9.4375, 3.908009] [0.9419303, 0.205635, 2.164062, 9.1875, 4.022111] [20163.70712175 89633.40385988 7852.7607362 2119.20529801 5117.69548125] -0.055274 1.234457 0 1.234457 189.240 0.376341
1987-05-29 ['ADBE', 'MSFT', 'LOTS-199507', 'ORCL', 'JAVA-201001'] [1.37008, 0.252125, 34.375, 0.141007, 2.71875] [0.9918811, 0.2231311, 29.25, 0.1151341, 2.546875] [ 14597.68772626 79325.73128409 581.81818182 141836.93008149 7356.32183908] -0.157367 1.306683 0 1.306683 188.770 0.372923
1987-04-30 ['ADBE', 'MSFT', 'SMLS-199502', 'LOTS-199507', 'TEVA'] [1.384352, 0.2275018, 5.1875, 34.5, 0.4892222] [1.37008, 0.252125, 4.9375, 34.375, 0.4348642] [14447.19262153 87911.39234942 3855.42168675 579.71014493 40881.21920878] -0.013001 1.550714 0 1.550714 184.830 0.344267
1987-03-31 ['ADBE', 'SMLS-199502', 'ADSK', 'MSFT', 'NOVL-201104'] [0.9847453, 6.96875, 3.267438, 0.2116464, 3.03125] [1.384352, 5.1875, 2.975228, 0.2275018, 2.875] [20309.82021442 2869.95515695 6121.00367321 94497.23690079 6597.93814433] 0.016826 1.571140 0 1.571140 186.040 0.353067
1987-02-27 ['ADBE', 'AAPL', 'MSFT', 'ADSK', 'WDC'] [0.649361, 0.2442641, 0.1678995, 2.426192, 11.99179] [0.9847453, 0.225072, 0.2116464, 3.267438, 9.08165] [ 30799.50905583 81878.58960854 119118.87766193 8243.3706813 1667.80772512] 0.160505 1.545142 0 1.545142 182.750 0.329139
1987-01-30 ['MSFT', 'LOTS-199507', 'ADBE', 'TEVA', 'CA-201811'] [0.1599718, 21.83333, 0.4852368, 0.3684024, 2.084418] [0.1678995, 23., 0.649361, 0.3805062, 2.091014] [125022.03513369 916.0306742 41216.98931326 54288.46283303 9595.00445688] 0.095449 1.331439 0 1.331439 166.675 0.212226
1986-12-31 ['LOTS-199507', 'TIGO', 'ADBE', 'LGNT-199511', 'SMLS-199502'] [17.25, 2.453202, 0.3639276, 15.875, 3.375] [21.83333, 2.766984, 0.4852368, 21., 3.5] [ 1159.42028986 8152.61034354 54955.98575101 1259.84251969 5925.92592593] 0.217362 1.215428 0 1.215428 141.405 0.028437
1986-11-28 ['TIGO', 'WCOEQ-200404', 'LOTS-199507', 'LGNT-199511', 'MSFT'] [3.194869, 0.6026565, 18., 17.5, 0.1088355] [2.453202, 0.3615939, 17.25, 15.875, 0.1055541] [ 6260.03757901 33186.40054492 1111.11111111 1142.85714286 183763.56979111] -0.159363 0.998411 0 0.998411 147.940 0.075966
1986-10-31 ['TIGO', 'LGNT-199511', 'LOTS-199507', 'CHIR-200604', 'CA-201811'] [2.510254, 16.5, 15.83333, 6., 1.543525] [3.194869, 17.5, 18., 5.875, 1.510543] [ 7967.32123522 1212.12121212 1263.15816066 3333.33333333 12957.35410829] 0.085595 1.187684 0 1.187684 144.480 0.050802
1986-09-30 ['TIGO', 'JBHT', 'DZB-200104', 'LGNT-199511', 'LOTS-199507'] [2.053844, 3.189916, 11.47418, 14.25, 13.16667] [2.510254, 3.085943, 10.55791, 16.5, 15.83333] [9737.83792732 6269.75757355 1743.04394737 1403.50877193 1518.98695722] 0.094040 1.094040 0 1.094040 137.495 0.000000