4 Months NDx100_topN_5_BM

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55 Months NDx100_topN_5_BM

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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', 'BVSN-202005', 'VIAV', 'ITWO-201001', 'SDLI-200102'] [42.83672, 9539.046, 463.7842, 1203.906, 129.5938] [48.04374, 18925.11, 599.5225, 2043.75, 205.] [466.88915491 2.09664572 43.12350442 16.61259268 154.32837065] 0.535532 1149.070869 0 1149.070869 3570.050 22.533619
1999-12-31 ['QCOM', 'BVSN-202005', 'VSTR-200105', 'SDLI-200102', 'ITWO-201001'] [59.40644, 12751.72, 141.2531, 109., 1218.75] [42.83672, 9539.046, 116.5012, 129.5938, 1203.906] [336.66383645 1.56841587 141.5898129 183.48623853 16.41025641] -0.105868 748.321186 0 748.321186 3707.830 23.441859
1999-11-30 ['QCOM', 'CNXT-201104', 'VIAV', 'RNWK', 'VSTR-200105'] [30.55173, 212.9214, 260.1058, 187.5246, 91.56328] [59.40644, 238.5259, 366.8487, 161.7316, 141.2531] [654.6274139 93.93137562 76.89178788 106.65267384 218.42817339] 0.376046 836.924417 0 836.924417 2966.710 18.556427
1999-10-29 ['QCOM', 'VSTR-200105', 'CNXT-201104', 'VIAV', 'SEBL-200601'] [18.78323, 98.01489, 167.7767, 189.7493, 27.37469] [30.55173, 91.56328, 212.9214, 260.1058, 34.96232] [1064.77959329 204.05062945 119.20606377 105.40223337 730.60188079] 0.295552 608.209769 0 608.209769 2637.440 16.385893
1999-09-30 ['QCOM', 'STCN', 'EYE-200505', 'CNET-200806', 'CNXT-201104'] [15.9531, 441.3887, 79.125, 56., 130.493] [18.78323, 471.2632, 62.5625, 47.1875, 167.7767] [1253.67483436 45.31153607 252.76461295 357.14285714 153.26492609] 0.032823 469.459964 0 469.459964 2407.900 14.872775
1999-08-31 ['QCOM', 'EYE-200505', 'CNXT-201104', 'STCN', 'VIAV'] [16.20607, 90.5, 129.1454, 361.4543, 120.601] [15.9531, 79.125, 130.493, 441.3887, 129.4133] [1234.10549257 220.99447514 154.86420732 55.33202953 165.83610418] 0.032670 454.540708 0 454.540708 2396.870 14.800066
1999-07-30 ['EYE-200505', 'QCOM', 'STCN', 'CNXT-201104', 'VIAV'] [101.25, 13.15458, 396.9807, 112.9741, 102.7631] [90.5, 16.20607, 361.4543, 129.1454, 120.601] [ 197.5308642 1520.38301489 50.38028297 177.03172674 194.62238878] 0.070606 440.160569 0 440.160569 2270.930 13.969875
1999-06-30 ['STCN', 'QCOM', 'CNET-200806', 'IMNX-200207', 'VIAV'] [491.1795, 12.10053, 57.625, 21.23958, 94.37718] [396.9807, 13.15458, 40., 18.8125, 102.7631] [ 40.71831174 1652.82016573 347.07158351 941.63820565 211.91563469] -0.087189 411.132038 0 411.132038 2296.770 14.140211
1999-05-31 ['STCN', 'IMNX-200207', 'QCOM', 'AMZN', 'AABA-201910'] [446.2332, 21.6875, 8.200534, 59.375, 10.08616] [491.1795, 21.23958, 12.10053, 62.5625, 11.73879] [ 44.8196145 922.19020173 2438.86556656 336.84210526 1982.91520261] 0.154637 450.402257 0 450.402257 2089.700 12.775214
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 390.081316 0 390.081316 2136.390 13.082993
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 463.872667 0 463.872667 2106.390 12.885234
1999-02-26 ['AMZN', 'AABA-201910', 'NSCP-199903', 'JAVA-201001', 'IMNX-200207'] [64.0625, 10.46098, 77.4375, 48.65625, 11.79167] [86.09375, 11.47471, 97.625, 62.53125, 13.875] [ 312.19512195 1911.86676583 258.27280065 411.04688504 1696.11259474] 0.232669 437.801414 0 437.801414 1925.280 11.691365
1999-01-29 ['AMZN', 'AABA-201910', 'NSCP-199903', 'JAVA-201001', 'DELL-201310'] [58.46875, 12.07102, 73.8125, 55.875, 47.91349] [64.0625, 10.46098, 77.4375, 48.65625, 38.39069] [ 342.06306788 1656.86081209 270.95681626 357.94183445 417.41897741] -0.063309 355.165471 0 355.165471 2127.190 13.022347
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 379.170240 0 379.170240 1836.010 11.102900
1998-11-30 ['AABA-201910', 'WWWW-200709', 'DELL-201310', 'BGEN-200311', 'NOVL-201104'] [6.542373, 227.5, 29.13739, 37.9375, 16.5625] [8.073611, 173.125, 35.06669, 41.5, 18.125] [3056.99476322 87.91208791 686.40327771 527.18286656 1207.54716981] 0.077355 295.789941 0 295.789941 1557.960 9.270007
1998-10-30 ['AABA-201910', 'DELL-201310', 'AAPL', 'BGEN-200311', 'NOVL-201104'] [4.459547, 31.38334, 0.2838317, 34.75, 14.875] [6.542373, 29.13739, 0.2441717, 37.9375, 16.5625] [ 4484.76044764 637.2807993 70464.29274813 575.53956835 1344.53781513] 0.092185 274.551874 0 274.551874 1400.520 8.232169
1998-09-30 ['AABA-201910', 'DELL-201310', 'AAPL', 'BMC-201309', 'BGEN-200311'] [4.412694, 31.50312, 0.291477, 60.0625, 32.90625] [4.459547, 31.38334, 0.2838317, 48.0625, 34.75] [ 4532.3786331 634.85775377 68616.04860761 332.98647242 607.78727445] -0.032635 251.378541 0 251.378541 1345.480 7.869347
1998-08-31 ['DELL-201310', 'AAPL', 'CSCO', 'CTXS', 'SPLS-201709'] [23.95675, 0.2384377, 9.868285, 10.99768, 8.679041] [31.50312, 0.291477, 11.17527, 13.55029, 9.398961] [ 834.83778058 83879.35297145 2026.69460803 1818.56537015 2304.4020647 ] 0.196988 259.859062 0 259.859062 1140.340 6.517073
1998-07-31 ['DELL-201310', 'SPLS-201709', 'TCOMA-199903', 'AAPL', 'MCIC-199809'] [26.02302, 10.51884, 41.75, 0.2647184, 64.75] [23.95675, 8.679041, 33., 0.2384377, 50.] [ 768.55030661 1901.35033901 479.04191617 75551.98278624 308.88030888] -0.158193 217.094070 0 217.094070 1377.260 8.078840
1998-06-30 ['DELL-201310', 'CTXS', 'TCOMA-199903', 'AFM-200008', 'CSCO'] [22.23486, 13.04931, 38.4375, 49.65625, 11.09617] [26.02302, 12.15471, 41.75, 48.25, 11.54062] [ 899.48846091 1532.64808637 520.32520325 402.76903713 1802.42371918] 0.039946 257.890536 0 257.890536 1337.340 7.815689
1998-05-29 ['DELL-201310', 'TCOMA-199903', 'RXSD-200007', 'AFM-200008', 'BBBY'] [19.73437, 34.3125, 33.5, 41.8125, 10.93947] [22.23486, 38.4375, 35.25, 49.65625, 11.29367] [1013.46027261 582.87795993 597.01492537 478.32585949 1828.24213604] 0.103827 247.984617 0 247.984617 1192.070 6.858075
1998-04-30 ['DELL-201310', 'AFM-200008', 'CTXS', 'RXSD-200007', 'TCOMA-199903'] [19.34507, 47.4375, 11.8565, 31.9375, 32.25] [19.73437, 41.8125, 9.95994, 33.5, 34.3125] [1033.85513725 421.60737813 1686.83844305 626.22309198 620.15503876] -0.029107 224.658898 0 224.658898 1248.120 7.227554
1998-03-31 ['CTXS', 'DELL-201310', 'RXSD-200007', 'AFM-200008', 'CPWR-201412'] [10.34164, 16.2307, 34.0625, 45.875, 22.36254] [11.8565, 19.34507, 31.9375, 47.4375, 22.13608] [1933.9292414 1232.23274412 587.1559633 435.96730245 894.35278819] 0.059982 231.394106 0 231.394106 1220.660 7.046539
1998-02-27 ['DELL-201310', 'RXSD-200007', 'CTXS', 'AFM-200008', 'TCOMA-199903'] [16.75475, 37., 8.027592, 44.75, 29.0625] [16.2307, 34.0625, 10.34164, 45.875, 31.09375] [1193.69134126 540.54054054 2491.40713679 446.9273743 688.17204301] 0.054525 218.299996 0 218.299996 1194.130 6.871655
1998-01-30 ['CTXS', 'DELL-201310', 'TCOMA-199903', 'AFM-200008', 'CPWR-201412'] [8.747252, 11.91099, 28., 34.375, 17.66358] [8.027592, 16.75475, 29.0625, 44.75, 19.07893] [2286.43235613 1679.12155077 714.28571429 581.81818182 1132.27329907] 0.148857 207.012658 0 207.012658 1071.130 6.060844
1997-12-31 ['DELL-201310', 'TCOMA-199903', 'CPWR-201412', 'CMCSK-201512', 'MLKN'] [10.06183, 27.9375, 14.49319, 9.09384, 20.15741] [11.91099, 28., 17.66358, 9.021809, 21.38117] [1987.70998914 715.8836689 1379.95844945 2199.2909486 992.19096104] 0.091511 180.190158 0 180.190158 990.800 5.531312
1997-11-28 ['DELL-201310', 'CPWR-201412', 'NXTL-200508', 'GNCI-199908', 'TCOMA-199903'] [10.08429, 15.82362, 12.625, 34.125, 22.90625] [10.06183, 14.49319, 13., 34., 27.9375] [1983.28290837 1263.93328455 1584.15841584 586.08058608 873.12414734] 0.031876 165.083183 0 165.083183 1050.510 5.924918
1997-10-31 ['DELL-201310', 'CPWR-201412', 'QMCO', 'NXTL-200508', 'MLKN'] [9.597672, 14.97441, 213.125, 13.125, 18.00134] [10.08429, 15.82362, 179.4294, 12.625, 18.74893] [2083.83866421 1335.61188721 93.84164223 1523.80952381 1111.02840122] -0.009451 159.983569 0 159.983569 1019.620 5.721292
1997-09-30 ['DELL-201310', 'QMCO', 'AMAT', 'CPWR-201412', 'KLAC'] [11.60405, 258.1929, 8.926508, 13.70059, 18.49136] [9.597672, 213.125, 6.255585, 14.97441, 12.02537] [1723.53617918 77.46146389 2240.51779262 1459.79114768 1081.58621107] -0.180674 161.510021 0 161.510021 1097.170 6.232498
1997-08-29 ['DELL-201310', 'QMCO', 'AMAT', 'CPWR-201412', 'KLAC'] [9.829752, 236.2908, 8.844506, 13.98366, 19.39796] [11.60405, 258.1929, 8.926508, 13.70059, 18.49136] [2034.63932762 84.64146721 2261.29079453 1430.24072382 1031.0362533 ] 0.043097 197.125361 0 197.125361 1074.170 6.080883
1997-07-31 ['DELL-201310', 'AMAT', 'QMCO', 'CPWR-201412', 'KLAC'] [10.24151, 8.610214, 195.856, 14.01197, 16.57551] [9.829752, 8.844506, 236.2908, 13.98366, 19.39796] [1952.83703282 2322.82263832 102.11584021 1427.35104343 1206.59937462] 0.072343 188.980822 0 188.980822 1107.030 6.297495
1997-06-30 ['DELL-201310', 'AMAT', 'QMCO', 'CPWR-201412', 'KLAC'] [7.033551, 6.636308, 136.8886, 10.81328, 13.34251] [10.24151, 8.610214, 195.856, 14.01197, 16.57551] [2843.51389504 3013.72389588 146.10420444 1849.57755649 1498.96833504] 0.344485 176.231670 0 176.231670 957.300 5.310481
1997-05-30 ['DELL-201310', 'QMCO', 'ALTR-201512', 'AMAT', 'CPWR-201412'] [6.737835, 130.9919, 11.95488, 6.115009, 10.5019] [7.033551, 136.8886, 11.39097, 6.636308, 10.81328] [2968.31252175 152.68119632 1672.95698493 3270.64113888 1904.41729592] 0.031327 131.077494 0 131.077494 958.850 5.320699
1997-04-30 ['DELL-201310', 'QMCO', 'ALTR-201512', 'MSFT', 'AMAT'] [5.015944, 140.6794, 11.1654, 9.568385, 5.1427] [6.737835, 130.9919, 11.95488, 9.765265, 6.115009] [3987.28534449 142.16722562 1791.24796246 2090.21689658 3889.00771968] 0.110954 127.095989 0 127.095989 874.740 4.766249
1997-03-31 ['DELL-201310', 'QMCO', 'ALTR-201512', 'INTC', 'APCC-200702'] [4.050187, 130.1495, 9.699239, 10.52766, 10.14608] [5.015944, 140.6794, 11.1654, 11.591, 9.031774] [4938.04360144 153.669434 2062.01744281 1899.75740098 1971.20464258] 0.092339 114.402547 0 114.402547 797.060 4.254186
1997-02-28 ['DELL-201310', 'QMCO', 'INTC', 'CPWR-201412', 'ALTR-201512'] [4.259809, 133.9402, 10.73575, 7.048446, 10.23495] [4.050187, 130.1495, 10.52766, 7.10506, 9.699239] [4695.04618634 149.32036834 1862.93458771 2837.50489115 1954.08868632] -0.028241 104.731738 0 104.731738 850.460 4.606196
1997-01-31 ['DELL-201310', 'INTC', 'QMCO', 'AN', 'APCC-200702'] [3.96035, 12.27754, 128.0435, 37.80164, 12.66794] [4.259809, 10.73575, 133.9402, 32.04676, 9.794196] [5050.05870693 1628.99082389 156.19691745 529.07757441 1578.78865861] -0.076600 107.775374 0 107.775374 921.550 5.074819
1996-12-31 ['DELL-201310', 'APCC-200702', 'INTC', 'CPWR-201412', 'GTW-200710'] [3.181755, 12.78524, 9.909553, 5.675556, 13.375] [3.96035, 12.66794, 12.27754, 7.727815, 15.28125] [6285.83910452 1564.30383786 2018.25450654 3523.88382742 1495.3271028 ] 0.195722 116.715859 0 116.715859 821.360 4.414370
1996-11-29 ['DELL-201310', 'CPWR-201412', 'APCC-200702', 'INTC', 'CSCC-199706'] [3.043255, 6.397385, 11.1431, 9.597515, 69.125] [3.181755, 5.675556, 12.78524, 9.909553, 55.125] [6571.91066802 3126.2773774 1794.83267672 2083.87275248 289.33092224] -0.017994 97.611183 0 97.611183 834.010 4.497759
1996-10-31 ['CPWR-201412', 'CSCC-199706', 'DELL-201310', 'AN', 'APCC-200702'] [5.97278, 72.625, 2.43685, 28.09734, 10.02879] [6.397385, 69.125, 3.043255, 30.12847, 11.1431] [3348.52447269 275.38726334 8207.31682295 711.81115365 1994.25852969] 0.091029 99.399830 0 99.399830 751.990 3.957086
1996-09-30 ['CSCC-199706', 'CPWR-201412', 'DELL-201310', 'AN', 'BMC-201309'] [81.5, 5.180183, 2.328296, 26.17904, 19.875] [72.625, 5.97278, 2.43685, 28.09734, 20.75] [ 245.39877301 3860.86746356 8589.9730962 763.96995459 1006.28930818] 0.041607 91.106492 0 91.106492 737.570 3.862030
1996-08-30 ['CSCC-199706', 'CNTO-199910', 'AN', 'CPWR-201412', 'ASND-199906'] [68.125, 33.875, 23.58371, 4.868806, 52.375] [81.5, 35.5, 26.17904, 5.180183, 66.125] [ 293.57798165 590.40590406 848.04299239 4107.78330457 381.86157518] 0.136166 87.467242 0 87.467242 663.570 3.374225
1996-07-31 ['CSCC-199706', 'CPWR-201412', 'ASND-199906', 'HBOC-199901', 'CNTO-199910'] [61.5, 4.769732, 48.5, 15.24056, 24.875] [68.125, 4.868806, 52.375, 13.59209, 33.875] [ 325.20325203 4193.107705 412.37113402 1312.28773746 804.0201005 ] 0.092408 76.984540 0 76.984540 636.010 3.192551
1996-06-28 ['HBOC-199901', 'USRX-199706', 'IT', 'CNTO-199910', 'STRM-199607'] [16.85793, 85.5, 34.51664, 29.875, 56.25] [15.24056, 53.75, 30.7469, 24.875, 57.25] [1186.38527981 233.91812865 579.4306746 669.45606695 355.55555556] -0.145218 70.472364 0 70.472364 677.300 3.464733
1996-05-31 ['CNTO-199910', 'USRX-199706', 'IT', 'PSFT-200501', 'HBOC-199901'] [35.375, 91.75, 33.69201, 17.42852, 15.53109] [29.875, 85.5, 34.51664, 17.55169, 16.85793] [ 565.37102473 217.98365123 593.61255087 1147.5443698 1287.7396242 ] -0.021325 82.444793 0 82.444793 692.390 3.564206
1996-04-30 ['CNTO-199910', 'USRX-199706', 'TWX-201806', 'IT', 'STRM-199607'] [40., 78.25, 6.09412, 32.27835, 52.] [35.375, 91.75, 5.379965, 33.69201, 54.375] [ 500. 255.59105431 3281.85201473 619.61035803 384.61538462] 0.005836 84.241203 0 84.241203 666.730 3.395056
1996-03-29 ['CNTO-199910', 'USRX-199706', 'IT', 'TWX-201806', 'PSFT-200501'] [36.125, 64.625, 28.74423, 5.332355, 14.16452] [40., 78.25, 32.27835, 6.09412, 15.51939] [ 553.63321799 309.47775629 695.79181631 3750.68801683 1411.97866218] 0.135912 83.752417 0 83.752417 609.690 3.019051
1996-02-29 ['USRX-199706', 'JAVA-201001', 'TWX-201806', 'IT', 'CNTO-199910'] [62., 13.125, 4.677713, 25.50461, 29.125] [64.625, 10.9375, 5.332355, 28.74423, 36.125] [ 322.58064516 1523.80952381 4275.59365014 784.1719595 686.69527897] 0.076597 73.731453 0 73.731453 622.830 3.105669
1996-01-31 ['IT', 'JAVA-201001', 'CNTO-199910', 'USRX-199706', 'IDXX'] [26.03473, 11.5, 34.25, 44.125, 12.5625] [25.50461, 13.125, 29.125, 62., 12.] [ 768.20462513 1739.13043478 583.94160584 453.25779037 1592.039801 ] 0.066326 68.485651 0 68.485651 591.820 2.901252
1995-12-29 ['USRX-199706', 'JAVA-201001', 'IDXX', 'TWX-201806', 'INTU'] [43.875, 11.40625, 11.75, 3.570773, 11.74531] [44.125, 11.5, 12.5625, 4.261123, 9.279545] [ 455.84045584 1753.42465753 1702.12765957 5601.02812472 1702.80733331] 0.013293 64.225806 0 64.225806 576.230 2.798484
1995-11-30 ['USRX-199706', 'INTU', 'TWX-201806', 'NWACQ-200705', 'JAVA-201001'] [54.875, 12.64879, 3.892143, 50.375, 10.51562] [43.875, 11.74531, 3.570773, 51., 11.40625] [ 364.46469248 1581.17891118 5138.55734489 397.02233251 1901.93255367] -0.051470 63.383272 0 63.383272 593.720 2.913777
1995-10-31 ['USRX-199706', 'CRUS', 'ALTR-201512', 'EDCI-202003', 'CSCO'] [46.25, 42.125, 6.823302, 5.568808, 3.113657] [54.875, 29., 6.541347, 4.96209, 3.379825] [ 432.43243243 474.77744807 2931.13217032 3591.43285242 6423.31509219] -0.037975 66.822630 0 66.822630 598.780 2.947132
1995-09-29 ['CRUS', 'USRX-199706', 'ALTR-201512', 'XLNX-202202', 'NWACQ-200705'] [57.25, 42.625, 7.034768, 8.480746, 42.5] [42.125, 46.25, 6.823302, 8.106272, 40.125] [ 349.34497817 469.20821114 2843.02197315 2358.28310387 470.58823529] -0.061849 69.460372 0 69.460372 585.080 2.856823
1995-08-31 ['CRUS', 'ALTR-201512', 'XLNX-202202', 'AMAT', 'CSCO'] [54.5, 7.062963, 7.555573, 4.873264, 2.636565] [57.25, 7.034768, 8.480746, 4.791262, 2.772159] [ 366.97247706 2831.67276963 2647.05271195 4104.02555659 7585.62751155] 0.040703 74.039672 0 74.039672 576.770 2.802044
1995-07-31 ['CRUS', 'ALTR-201512', 'XLNX-202202', 'AMAT', 'ASCL-200504'] [46., 6.315784, 7.041589, 4.849835, 118.5] [54.5, 7.062963, 7.555573, 4.873264, 112.] [ 434.7826087 3166.66941111 2840.26801337 4123.85163619 168.77637131] 0.065211 71.143872 0 71.143872 568.880 2.750033
1995-06-30 ['STRM-199607', 'CRUS', 'TLAB-201312', 'INTC', 'XLNX-202202'] [24.375, 31.375, 8.146771, 4.767147, 5.521663] [27.125, 46., 7.533118, 4.901896, 7.041589] [ 820.51282051 637.4501992 2454.96037633 4195.38143044 3622.0971834 ] 0.161433 66.788497 0 66.788497 538.030 2.546671
1995-05-31 ['STRM-199607', 'ASCL-200504', 'COMS-201004', 'XLNX-202202', 'INTC'] [19.125, 84.5, 5.842525, 4.948938, 4.230136] [24.375, 101.5, 6.116393, 5.521663, 4.767147] [1045.75163399 236.68639053 3423.17747892 4041.27107674 4727.98037699] 0.153049 57.505268 0 57.505268 488.100 2.217535
1995-04-28 ['STRM-199607', 'COMS-201004', 'ASCL-200504', 'ADBE', 'ANDW-200712'] [18.375, 5.112209, 78.75, 6.989782, 22.] [19.125, 5.842525, 84.5, 6.239806, 21.66667] [1088.43537415 3912.20312002 253.96825397 2861.31956619 909.09090909] 0.026848 49.872363 0 49.872363 469.560 2.095320
1995-03-31 ['STRM-199607', 'SXCL-201702', 'COMS-201004', 'ASCL-200504', 'ADBE'] [21.5, 127.1834, 5.169265, 68.75, 5.939815] [18.375, 123.3294, 5.112209, 78.75, 6.989782] [ 930.23255814 157.25322644 3869.02199829 290.90909091 3367.10823485] 0.027107 48.568380 0 48.568380 447.150 1.947594
1995-02-28 ['STRM-199607', 'ASCL-200504', 'COMS-201004', 'SXCL-201702', 'BMET-200709'] [18.5, 75.5, 4.758462, 127.1834, 6.828701] [21.5, 68.75, 5.169265, 127.1834, 7.091344] [1081.08108108 264.90066225 4203.03871293 157.25322644 2928.81471893] 0.039510 47.286600 0 47.286600 432.500 1.851022
1995-01-31 ['STRM-199607', 'SMLS-199502', 'DELL-201310', 'FHCC-200501', 'ASCL-200504'] [17.875, 59.25, 0.6382227, 8.6875, 64.5] [18.5, 68.125, 0.6213781, 7.9375, 75.5] [ 1118.88111888 337.55274262 31337.02389464 2302.15827338 310.07751938] 0.048515 45.489309 0 45.489309 405.330 1.671918
1994-12-30 ['STRM-199607', 'ASND-199906', 'STCN', 'WWWW-200709', 'FORE-199906'] [17.5, 5.09375, 3.976614, 83.75, 16.875] [17.875, 6.375, 3.720058, 100., 16.] [1142.85714286 3926.3803681 5029.4044129 238.80597015 1185.18518519] 0.070125 43.384528 0 43.384528 404.270 1.664931
1994-11-30 ['STRM-199607', 'WWWW-200709', 'FORE-199906', 'CSCC-199706', 'ASND-199906'] [14.0625, 70., 13.8125, 9.104167, 4.] [17.5, 83.75, 16.875, 10.29167, 5.09375] [1422.22222222 285.71428571 1447.9638009 2196.79625824 5000. ] 0.213293 40.541559 0 40.541559 404.820 1.668556
1994-10-31 ['STRM-199607', 'HOLX', 'CSCC-199706', 'ASND-199906', 'STCN'] [14.15625, 1.953125, 9.291667, 4.0625, 2.736594] [14.0625, 1.6875, 9.104167, 4., 2.97177] [ 1412.80353201 10240. 2152.46629049 4923.07692308 7308.35483817] -0.018450 33.414483 0 33.414483 413.050 1.722808
1994-09-30 ['HOLX', 'STRM-199607', 'PHS-200512', 'CSCC-199706', 'CDWC-200710'] [1.953125, 9.3125, 39.625, 7.875, 4.535933] [1.953125, 14.15625, 37.25, 9.291667, 4.859928] [10240. 2147.65100671 504.7318612 2539.68253968 4409.23620344] 0.142304 34.042561 0 34.042561 393.850 1.596243
1994-08-31 ['HOLX', 'STRM-199607', 'CDWC-200710', 'TLAB-201312', 'ANDW-200712'] [1.8125, 9.5, 4.130939, 3.565535, 14.37037] [1.953125, 9.3125, 4.535933, 3.597275, 14.85185] [11034.48275862 2105.26315789 4841.51424168 5609.2563949 1391.75261319] 0.039659 29.801665 0 29.801665 397.900 1.622940
1994-07-29 ['HOLX', 'STRM-199607', 'WDC', 'DURA-200011', 'MU'] [1.4375, 7.6875, 6.121333, 5.25, 9.236417] [1.8125, 9.5, 6.020983, 5.375, 9.946911] [13913.04347826 2601.62601626 3267.26221233 3809.52380952 2165.34182032] 0.116196 28.664843 0 28.664843 370.160 1.440079
1994-06-30 ['MCHP', 'WDC', 'HOLX', 'DURA-200011', 'MU'] [1.375923, 5.117836, 1.34375, 5.25, 8.545134] [1.249065, 6.121333, 1.4375, 5.25, 9.236417] [14535.6971284 3907.90169908 14883.72093023 3809.52380952 2340.51332606] 0.050909 25.680828 0 25.680828 360.300 1.375082
1994-05-31 ['JCOR-199905', 'HOLX', 'WDC', 'MCHP', 'IDTI-201903'] [13.5, 1.28125, 5.619584, 1.210032, 14.4375] [12.25, 1.34375, 5.117836, 1.375923, 12.375] [ 1481.48148148 15609.75609756 3558.98230189 16528.48850278 1385.28138528] -0.027772 24.436775 0 24.436775 378.850 1.497363
1994-04-29 ['JCOR-199905', 'WDC', 'MCHP', 'IDTI-201903', 'MU'] [14.25, 6.322032, 1.092932, 15.0625, 9.007866] [13.5, 5.619584, 1.210032, 14.4375, 8.329191] [ 1403.50877193 3163.5398239 18299.40014566 1327.80082988 2220.28169602] -0.034687 25.134812 0 25.134812 373.250 1.460448
1994-03-31 ['JCOR-199905', 'WDC', 'MCHP', 'IDTI-201903', 'MU'] [12.75, 6.773606, 0.9953486, 12.6875, 8.206641] [14.25, 6.322032, 1.092932, 15.0625, 9.007866] [ 1568.62745098 2952.63704443 20093.46273255 1576.3546798 2437.0506764 ] 0.086769 26.037997 0 26.037997 382.960 1.524456
1994-02-28 ['JCOR-199905', 'MCHP', 'WDC', 'PDLI-202012', 'IDTI-201903'] [17., 1.157987, 6.071158, 0.9076731, 13.] [12.75, 0.9953486, 6.773606, 0.7754877, 12.6875] [ 1176.47058824 17271.35106007 3294.26445499 22034.36457465 1538.46153846] -0.088883 23.959098 0 23.959098 412.170 1.717007
1994-01-31 ['JCOR-199905', 'MCHP', 'PDLI-202012', 'EDCI-202003', 'OHP-200407'] [13.75, 1.034382, 1.044265, 1.627546, 16.43372] [17., 1.157987, 0.9076731, 1.454198, 16.06023] [ 1454.54545455 19335.21658343 19152.22668576 12288.43915932 1217.00990403] 0.019164 26.296409 0 26.296409 413.990 1.729005
1993-12-31 ['JCOR-199905', 'MCHP', 'NTLDQ-200301', 'EDCI-202003', 'TIGO'] [14.375, 1.014865, 11.28, 1.675699, 10.72563] [13.75, 1.034382, 9.599999, 1.627546, 9.584605] [ 1391.30434783 19707.05463288 1773.04964539 11935.31773905 1864.69233043] -0.061660 25.801929 0 25.801929 398.280 1.625445
1993-11-30 ['JCOR-199905', 'MCHP', 'NTLDQ-200301', 'EDCI-202003', 'TIGO'] [14.25, 0.83271, 11.76, 1.50235, 13.29294] [14.375, 1.014865, 11.28, 1.675699, 10.72563] [ 1403.50877193 24017.96543815 1700.68027211 13312.47711918 1504.55805864] 0.021791 27.497434 0 27.497434 386.760 1.549506
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 26.911005 0 26.911005 390.985 1.577357
1993-09-30 ['JCOR-199905', 'NTLDQ-200301', 'EDCI-202003', 'IAC', 'TIGO'] [12., 13.5, 1.70459, 0.7682887, 11.52435] [14.75, 13.86, 1.834601, 0.6935939, 14.1487] [ 1666.66666667 1481.48148148 11733.02671024 26031.88098432 1735.45579577] 0.092521 29.423793 0 29.423793 382.715 1.522841
1993-08-31 ['JCOR-199905', 'EDCI-202003', 'NTLDQ-200301', 'DIGI-199809', 'TIGO'] [14.5, 1.324187, 9., 32.25, 10.49743] [12., 1.70459, 13.5, 30.5625, 11.52435] [ 1379.31034483 15103.6069679 2222.22222222 620.15503876 1905.22823205] 0.132072 26.932020 0 26.932020 372.650 1.456493
1993-07-30 ['JCOR-199905', 'DIGI-199809', 'IAC', 'QCOM', 'NTLDQ-200301'] [9.5, 27.5, 0.7682887, 1.362444, 6.96] [14.5, 32.25, 0.757618, 1.580232, 9.] [ 2105.26315789 727.27272727 26031.88098432 14679.50242359 2873.56321839] 0.227622 23.790026 0 23.790026 352.865 1.326071
1993-06-30 ['DIGI-199809', 'EDCI-202003', 'NTLDQ-200301', 'QCOM', 'AKLMQ-200808'] [25.375, 0.8234035, 6.84, 1.175045, 19.91667] [27.5, 0.7463599, 6.96, 1.362444, 20.75] [ 788.1773399 24289.42796575 2923.97660819 17020.62474203 1004.18393235] 0.041809 19.378955 0 19.378955 366.125 1.413481
1993-05-31 ['DIGI-199809', 'EDCI-202003', 'QVCN-199502', 'AKLMQ-200808', 'NTLDQ-200301'] [21.375, 0.7270991, 68., 17.25, 5.58] [25.375, 0.8234035, 63.5, 19.91667, 6.84] [ 935.67251462 27506.566849 294.11764706 1159.42028986 3584.22939068] 0.126761 18.601260 0 18.601260 368.110 1.426566
1993-04-30 ['DIGI-199809', 'EDCI-202003', 'COMR-200001', 'QVCN-199502', 'NTLDQ-200301'] [16.9375, 0.5746169, 4.723145, 52.5, 4.74] [21.375, 0.7270991, 5.084109, 68., 5.58] [ 1180.81180812 34805.79843718 4234.46665305 380.95238095 4219.4092827 ] 0.215247 16.508614 0 16.508614 339.945 1.240903
1993-03-31 ['DIGI-199809', 'QVCN-199502', 'COMS-201004', 'COMR-200001', 'EDCI-202003'] [13.625, 57., 1.614682, 4.684368, 0.4815226] [16.9375, 52.5, 1.443514, 4.723145, 0.5746169] [ 1467.88990826 350.87719298 12386.33984896 4269.51938874 41534.91445677] 0.051955 13.584578 0 13.584578 359.420 1.369281
1993-02-26 ['DIGI-199809', 'COMS-201004', 'QVCN-199502', 'BAY-199808', 'AKLMQ-200808'] [13.0625, 1.329403, 47., 13.25, 11.33333] [13.625, 1.614682, 57., 13.83333, 12.83333] [ 1531.10047847 15044.34697379 425.53191489 1509.43396226 1764.70640138] 0.129360 12.913648 0 12.913648 351.140 1.314700
1993-01-29 ['DIGI-199809', 'AKLMQ-200808', 'CERN', 'COMS-201004', 'XRAY'] [13.5, 14.5, 1.738232, 1.420692, 6.791649] [13.0625, 11.33333, 1.398143, 1.329403, 5.381075] [ 1481.48148148 1379.31034483 11505.94397066 14077.64666796 2944.79293615] -0.143680 11.434487 0 11.434487 370.560 1.442716
1992-12-31 ['DIGI-199809', 'CERN', 'AKLMQ-200808', 'OHP-200407', 'ASCL-200504'] [11., 1.670214, 12.08333, 7.03413, 36.25] [13.5, 1.738232, 14.5, 6.940757, 37.25] [ 1818.18181818 11974.51344558 1655.17287039 2843.27983702 551.72413793] 0.096462 13.353053 0 13.353053 360.185 1.374324
1992-11-30 ['DIGI-199809', 'CERN', 'ASCL-200504', 'AKLMQ-200808', 'XRAY'] [9.25, 1.602197, 31.25, 10.08333, 6.443359] [11., 1.670214, 36.25, 12.08333, 6.791649] [ 2162.16216216 12482.85947359 640. 1983.47173007 3103.97108092] 0.128809 12.178311 0 12.178311 350.960 1.313514
1992-10-30 ['DIGI-199809', 'CERN', 'ASCL-200504', 'PHS-200512', 'AKLMQ-200808'] [8.625, 1.246993, 28.75, 21.5, 8.5] [9.25, 1.602197, 31.25, 22.625, 10.08333] [ 2318.84057971 16038.58241385 695.65217391 930.23255814 2352.94117647] 0.136574 10.788642 0 10.788642 329.155 1.169776
1992-09-30 ['DIGI-199809', 'ASCL-200504', 'CERN', 'SXCL-201702', 'PHS-200512'] [6.0625, 23., 1.027824, 48.17553, 19.75] [8.625, 28.75, 1.246993, 44.08062, 21.5] [ 3298.96907216 869.56521739 19458.58434907 415.14852042 1012.65822785] 0.177905 9.492250 0 9.492250 313.185 1.064502
1992-08-31 ['ASCL-200504', 'SXCL-201702', 'CERN', 'PHS-200512', 'PTC'] [18.75, 46.00764, 0.9371339, 17.125, 13.35938] [23., 48.17553, 1.027824, 19.75, 14.60938] [ 1066.66666667 434.71040897 21341.66739673 1167.88321168 1497.07546308] 0.123483 8.058589 0 8.058589 299.260 0.972709
1992-07-31 ['ASCL-200504', 'CERN', 'SXCL-201702', 'PHS-200512', 'HBOC-199901'] [18.875, 0.9975941, 46.00764, 17.75, 1.082453] [18.75, 0.9371339, 46.00764, 17.125, 1.006757] [ 1059.60264901 20048.23404629 434.71040897 1126.76056338 18476.55279259] -0.034474 7.172865 0 7.172865 310.895 1.049407
1992-06-30 ['ASCL-200504', 'SXCL-201702', 'CERN', 'GNTX', 'PTC'] [15., 44.08062, 0.7708682, 0.5053688, 11.64062] [18.875, 46.00764, 0.9975941, 0.4399065, 12.65625] [ 1333.33333333 453.71412653 25944.77240078 39575.05884811 1718.12154335] 0.110776 7.428971 0 7.428971 301.230 0.985695
1992-05-29 ['ASCL-200504', 'SXCL-201702', 'CERN', 'HBOC-199901', 'PTC'] [16.625, 42.87622, 0.710408, 1.091963, 12.26562] [15., 44.08062, 0.7708682, 0.8932126, 11.64062] [ 1203.0075188 466.4590302 28152.83611671 18315.63889985 1630.5739131 ] -0.043503 6.688089 0 6.688089 315.295 1.078411
1992-04-30 ['ASCL-200504', 'HBOC-199901', 'SXCL-201702', 'PTC', 'CERN'] [16.875, 1.099494, 33.00024, 11.40625, 0.5819299] [16.625, 1.091963, 42.87622, 12.26562, 0.710408] [ 1185.18518519 18190.18566723 606.05619838 1753.42465753 34368.40073005] 0.114745 6.992274 0 6.992274 307.860 1.029400
1992-03-31 ['ASCL-200504', 'APCC-200702', 'SXCL-201702', 'CSCO', 'TECD-202006'] [14.375, 3.841436, 29.62795, 0.3967402, 9.3125] [16.875, 3.313605, 33.00024, 0.3666081, 7.875] [ 1391.30434783 5206.38636177 675.03826623 50410.82300206 2147.65100671] -0.015996 6.272530 0 6.272530 323.050 1.129532
1992-02-28 ['ASCL-200504', 'APCC-200702', 'TECD-202006', 'MEDI-200706', 'CSCO'] [14.125, 4.207985, 10., 6.208333, 0.4092953] [14.375, 3.841436, 9.3125, 5.25, 0.3967402] [ 1415.92920354 4752.86865329 2000. 3221.47668303 48864.47511125] -0.064639 6.374499 0 6.374499 345.880 1.280026
1992-01-31 ['ASCL-200504', 'APCC-200702', 'MEDI-200706', 'TECD-202006', 'PTC'] [12.25, 3.636168, 6.75, 9.4375, 9.921875] [14.125, 4.207985, 6.208333, 10., 8.75] [1632.65306122 5500.29591592 2962.96296296 2119.20529801 2015.7480315 ] 0.034313 6.815017 0 6.815017 338.315 1.230158
1991-12-31 ['MEDI-200706', 'ASCL-200504', 'APCC-200702', 'FHCC-200501', 'NOVL-201104'] [7.291667, 6.875, 3.137661, 9.875, 30.] [6.75, 12.25, 3.636168, 9.5, 29.125] [2742.85701747 2909.09090909 6374.1749029 2025.3164557 666.66666667] 0.159854 6.588931 0 6.588931 330.855 1.180982
1991-11-29 ['MEDI-200706', 'ASCL-200504', 'TECD-202006', 'EA', 'FHCC-200501'] [5.75, 7.0625, 6.875, 2.093316, 7.46875] [7.291667, 6.875, 7., 2.372425, 9.875] [3478.26086957 2831.85840708 2909.09090909 9554.21923876 2677.82426778] 0.143052 5.680828 0 5.680828 284.790 0.877324
1991-10-31 ['MEDI-200706', 'FHCC-200501', 'ASCL-200504', 'QVCN-199502', 'EA'] [8.75, 9.0625, 7.625, 17.375, 2.00028] [5.75, 7.46875, 7.0625, 13.375, 2.093316] [2285.71428571 2206.89655172 2622.95081967 1151.07913669 9998.60019597] -0.155239 4.969879 0 4.969879 292.505 0.928181
1991-09-30 ['FHCC-200501', 'QVCN-199502', 'TECD-202006', 'CMVT-201302', 'CE-200402'] [7.625, 16.5, 5.5625, 1.361912, 1.174211] [9.0625, 17.375, 6., 1.361912, 1.064472] [ 2622.95081967 1212.12121212 3595.50561798 14685.2366379 17032.71388192] 0.045350 5.883176 0 5.883176 287.535 0.895419
1991-08-30 ['FHCC-200501', 'TECD-202006', 'CMVT-201302', 'ROST', 'EA'] [7., 5.75, 1.361912, 0.4107811, 1.690159] [7.625, 5.5625, 1.361912, 0.3594335, 1.566111] [ 2857.14285714 3478.26086957 14685.2366379 48687.73173839 11833.20622498] -0.028343 5.627950 0 5.627950 287.405 0.894562
1991-07-31 ['FHCC-200501', 'AMGN', 'TECD-202006', 'SMLS-199502', 'CE-200402'] [6.5, 4.728029, 4.53125, 79.5, 0.9766804] [7., 5.103397, 5.75, 83.5, 1.009602] [ 3076.92307692 4230.09249732 4413.79310345 251.57232704 20477.52775626] 0.101861 5.792118 0 5.792118 272.155 0.794034
1991-06-28 ['FHCC-200501', 'AMGN', 'TECD-202006', 'WWWW-200709', 'USHC-199607'] [5.4375, 3.765652, 3.75, 182.5, 12.93427] [6.5, 4.728029, 4.53125, 190., 12.28255] [3678.16091954 5311.16523779 5333.33333333 109.5890411 1546.27976685] 0.130002 5.256671 0 5.256671 254.195 0.675643
1991-05-31 ['FHCC-200501', 'USHC-199607', 'AMGN', 'CHRS-201206', 'AMD'] [5.09375, 15.00111, 3.905416, 10.55326, 6.748138] [5.4375, 12.93427, 3.765652, 10.02595, 5.998345] [3926.3803681 1333.23467397 5121.09337392 1895.14898714 2963.78052731] -0.053432 4.651912 0 4.651912 279.000 0.839156
1991-04-30 ['AMGN', 'FHCC-200501', 'USHC-199607', 'CE-200402', 'CSCO'] [4.049174, 3.1875, 11.93422, 0.8120713, 0.1494053] [3.905416, 5.09375, 15.00111, 0.8285322, 0.1619604] [ 4939.27897393 6274.50980392 1675.85313493 24628.3793061 133864.05970873] 0.184765 4.914503 0 4.914503 263.655 0.738003
1991-03-29 ['AMGN', 'USHC-199607', 'FHCC-200501', 'DELL-201310', 'ASTA-199708'] [4.192932, 14.00103, 3.65625, 0.2844864, 27.25] [4.049174, 11.93422, 3.1875, 0.2333287, 22.5] [ 4769.93187583 1428.46633426 5470.08547009 70302.13043576 733.94495413] -0.132849 4.148084 0 4.148084 264.905 0.746243
1991-02-28 ['FHCC-200501', 'DELL-201310', 'USHC-199607', 'ASTA-199708', 'AMGN'] [3.28125, 0.2520449, 10.46952, 24.5, 2.915086] [3.65625, 0.2844864, 14.00103, 27.25, 4.192932] [ 6095.23809524 79350.94104265 1910.30725382 816.32653061 6860.86105178] 0.226183 4.783578 0 4.783578 250.115 0.648748
1991-01-31 ['FHCC-200501', 'USHC-199607', 'DELL-201310', 'ASTA-199708', 'CSCO'] [2.796875, 10.07068, 0.2258422, 23.5, 0.1468943] [3.28125, 10.46952, 0.2520449, 24.5, 0.1406168] [ 7150.83798883 1985.96321202 88557.40866853 851.06382979 136152.32177151] 0.065726 3.901195 0 3.901195 232.425 0.532136
1990-12-31 ['DELL-201310', 'USHC-199607', 'ASTA-199708', 'FHCC-200501', 'APCC-200702'] [0.1846666, 7.810597, 18.625, 2.15625, 1.070324] [0.2258422, 10.07068, 23.5, 2.796875, 1.070324] [108303.28819613 2560.62372697 1073.82550336 9275.36231884 18685.9306154 ] 0.214236 3.660599 0 3.660599 200.530 0.321885
1990-11-30 ['APCC-200702', 'FHCC-200501', 'AMGN', 'USHC-199607', 'DELL-201310'] [1.055662, 1.875, 1.852876, 6.724536, 0.1310135] [1.070324, 2.15625, 1.988648, 7.810597, 0.1846666] [ 18945.45792119 10666.66666667 10794.03046939 2974.18290273 152656.02399753] 0.161639 3.014735 0 3.014735 192.580 0.269479
1990-10-31 ['FHCC-200501', 'AN', 'DELL-201310', 'APCC-200702', 'AMGN'] [1.5, 4.628081, 0.1060585, 0.7184365, 1.509455] [1.875, 3.085387, 0.1310135, 1.055662, 1.852876] [ 13333.33333333 4321.44554082 188575.17313558 27838.22926591 13249.8153307 ] 0.169773 2.595242 0 2.595242 172.555 0.137475
1990-09-28 ['AN', 'FHCC-200501', 'APCC-200702', 'AMGN', 'NVLS-201206'] [5.422802, 1.375, 0.7282112, 1.42959, 2.104167] [4.628081, 1.5, 0.7184365, 1.509455, 1.75] [ 3688.1302323 14545.45454545 27464.55973212 13990.0251121 9504.94898932] -0.036303 2.218587 0 2.218587 177.055 0.167139
1990-08-31 ['AN', 'APCC-200702', 'WWWW-200709', 'FHCC-200501', 'DELL-201310'] [6.498013, 0.7330985, 88.75, 1.3125, 0.1172882] [5.422802, 0.7282112, 57.5, 1.375, 0.0873423] [ 3077.86395626 27281.46354139 225.35211268 15238.0952381 170520.13757565] -0.146389 2.302163 0 2.302163 193.615 0.276302
1990-07-31 ['AN', 'APCC-200702', 'WWWW-200709', 'ASTA-199708', 'DELL-201310'] [7.573223, 0.8406196, 103.75, 10.25, 0.1172882] [6.498013, 0.7330985, 88.75, 9.0625, 0.1172882] [ 2640.88354456 23791.97439603 192.77108434 1951.2195122 170520.13757565] -0.106063 2.696971 0 2.696971 223.385 0.472544
1990-06-29 ['WWWW-200709', 'ASTA-199708', 'AN', 'MSFT', 'NVLS-201206'] [120., 11.9375, 6.357768, 0.6650268, 2.854167] [103.75, 10.25, 7.573223, 0.5818908, 2.375] [ 166.66666667 1675.39267016 3145.75807107 30073.97596608 7007.2984517 ] -0.075699 3.016958 0 3.016958 238.460 0.571918
1990-05-31 ['ASTA-199708', 'WWWW-200709', 'MSFT', 'CNTO-199910', 'AKLMQ-200808'] [12.5, 100., 0.6387761, 21.625, 10.33333] [11.9375, 120., 0.6650268, 22.0625, 9.75] [ 1600. 200. 31309.87524424 924.85549133 1935.48449532] 0.031975 3.264044 0 3.264044 236.150 0.556691
1990-04-30 ['ASTA-199708', 'WWWW-200709', 'MGMA-199502', 'VTRS', 'MSFT'] [10.5, 85.625, 36.25, 2.682999, 0.5075225] [12.5, 100., 27.75, 2.777693, 0.6387761] [ 1904.76190476 233.57664234 551.72413793 7454.34493267 39407.11988138] 0.083557 3.162910 0 3.162910 205.815 0.356724
1990-03-30 ['SMLS-199502', 'SXCL-201702', 'ASTA-199708', 'MSFT', 'VTRS'] [28.25, 20.71548, 8.375, 0.4845488, 2.493611] [26.25, 17.34319, 10.5, 0.5075225, 2.682999] [ 707.96460177 965.46157753 2388.05970149 41275.51239421 8020.4971826 ] 0.028701 2.919005 0 2.919005 213.145 0.405043
1990-02-28 ['SXCL-201702', 'VTRS', 'ASTA-199708', 'MGMA-199502', 'MSFT'] [18.3067, 2.809258, 7.9375, 33.25, 0.4320473] [20.71548, 2.493611, 8.375, 32.5, 0.4845488] [ 1092.49618992 7119.31762764 2519.68503937 601.5037594 46291.22783547] 0.034660 2.837564 0 2.837564 207.915 0.370567
1990-01-31 ['VTRS', 'ERIC', 'SXCL-201702', 'SMLS-199502', 'CMVT-201302'] [2.55674, 2.657655, 15.53661, 19., 0.9079413] [2.809258, 2.360926, 18.3067, 19.25, 0.680956] [ 7822.46141571 7525.43125424 1287.28210337 1052.63157895 22027.85576557] -0.014287 2.742509 0 2.742509 201.940 0.331180
1989-12-29 ['VTRS', 'SMLS-199502', 'PHS-200512', 'SXCL-201702', 'ERIC'] [3.061775, 24.5, 6.375, 17.10231, 2.470587] [2.55674, 19., 4.5, 15.53661, 2.657655] [6532.15863347 816.32653061 3137.25490196 1169.43266728 8095.24214286] -0.139877 2.782258 0 2.782258 223.835 0.475511
1989-11-30 ['PHS-200512', 'SMLS-199502', 'CMVT-201302', 'SXCL-201702', 'VTRS'] [6.8125, 23.125, 0.9079413, 14.69354, 2.771876] [6.375, 24.5, 0.9079413, 17.10231, 3.061775] [ 2935.77981651 864.86486486 22027.85576557 1361.14237958 7215.32997869] 0.052752 3.234722 0 3.234722 224.445 0.479532
1989-10-31 ['PHS-200512', 'SMLS-199502', 'SXCL-201702', 'CMVT-201302', 'QMCO'] [6.1875, 22.5, 16.1388, 0.9079413, 25.55254] [6.8125, 23.125, 14.69354, 0.9079413, 23.86775] [ 3232.32323232 888.88888889 1239.2495105 22027.85576557 782.70105438] -0.005340 3.072635 0 3.072635 222.615 0.467469
1989-09-29 ['SMLS-199502', 'PHS-200512', 'CMVT-201302', 'SXCL-201702', 'QMCO'] [25.875, 6.25, 0.9079413, 16.01837, 30.88768] [22.5, 6.1875, 0.9079413, 16.1388, 25.55254] [ 772.9468599 3200. 22027.85576557 1248.5664896 647.50735568] -0.061129 3.089130 0 3.089130 226.390 0.492353
1989-08-31 ['PHS-200512', 'SMLS-199502', 'CMVT-201302', 'QMCO', 'INEL-199805'] [6.1875, 23.875, 1.134927, 32.01087, 6.680806] [6.25, 25.875, 0.9079413, 30.88768, 5.820399] [ 3232.32323232 837.69633508 17622.27878974 624.78776741 2993.65076609] -0.054001 3.290259 0 3.290259 222.005 0.463448
1989-07-31 ['PHS-200512', 'SMLS-199502', 'INEL-199805', 'QMCO', 'USHC-199607'] [4.78125, 17.84375, 6.427745, 26.39493, 3.48942] [6.1875, 23.875, 6.680806, 32.01087, 3.521729] [4183.00653595 1120.84063047 3111.51111315 757.7212745 5731.61155722] 0.178703 3.478079 0 3.478079 214.275 0.412492
1989-06-30 ['APCC-200702', 'PHS-200512', 'QMCO', 'INEL-199805', 'TIGO'] [0.3763239, 3.375, 20.35779, 4.959992, 8.614735] [0.3616619, 4.78125, 26.39493, 6.427745, 8.101274] [53145.70772677 5925.92592593 982.42490958 4032.26456817 2321.60362449] 0.182115 2.950768 0 2.950768 204.585 0.348616
1989-05-31 ['APCC-200702', 'PHS-200512', 'VCELA-199905', 'NVLS-201206', 'INEL-199805'] [0.3792563, 3.84375, 26.16667, 1.5625, 5.111829] [0.3763239, 3.375, 22.83333, 1.21875, 4.959992] [52734.78647553 5203.25203252 764.33111282 12800. 3912.49394297] -0.101355 2.496177 0 2.496177 214.545 0.414272
1989-04-28 ['PHS-200512', 'VCELA-199905', 'SMLS-199502', 'INEL-199805', 'APCC-200702'] [3.21875, 22.83333, 9.5, 4.251422, 0.2893295] [3.84375, 26.16667, 9.75, 5.111829, 0.3792563] [ 6213.59223301 875.91253663 2105.26315789 4704.30834671 69125.33979425] 0.175934 2.777712 0 2.777712 200.470 0.321490
1989-03-31 ['PHS-200512', 'INEL-199805', 'ROST', 'BMC-201309', 'APCC-200702'] [2.8125, 3.7453, 0.3382903, 1.385417, 0.2345915] [3.21875, 4.251422, 0.3745357, 1.541667, 0.2893295] [ 7111.11111111 5340.02616613 59120.82019496 14436.08675222 85254.5808352 ] 0.146568 2.362133 0 2.362133 185.870 0.225247
1989-02-28 ['APCC-200702', 'ROST', 'SMLS-199502', 'MCIC-199809', 'SVC-200605'] [0.2424112, 0.3201676, 7.6875, 11.95559, 6.220223] [0.2345915, 0.3382903, 9., 14.04016, 6.268818] [82504.4387388 62467.28276065 2601.62601626 1672.85763396 3215.3188077 ] 0.075450 2.060178 0 2.060178 183.790 0.211536
1989-01-31 ['SMLS-199502', 'INEL-199805', 'VCELA-199905', 'SVC-200605', 'MCIC-199809'] [7.9375, 3.239179, 18., 5.977245, 12.32346] [7.6875, 3.087342, 16.77778, 6.220223, 11.95559] [2519.68503937 6174.40406967 1111.11111111 3346.02312604 1622.92083554] -0.027095 1.915643 0 1.915643 186.470 0.229202
1988-12-30 ['SMLS-199502', 'MCIC-199809', 'SVC-200605', 'CDNS', 'ERIC'] [7.0625, 11.09724, 5.481904, 2.5, 0.9949002] [7.9375, 12.32346, 5.977245, 3.138889, 1.005417] [ 2831.85840708 1802.24992881 3648.36742854 8000. 20102.51882551] 0.118175 1.968992 0 1.968992 177.410 0.169479
1988-11-30 ['MNST', 'SMLS-199502', 'SVC-200605', 'ROST', 'MCIC-199809'] [0.1576255, 6.625, 5.578928, 0.2627791, 11.21986] [0.1100404, 7.0625, 5.481904, 0.2537178, 11.09724] [126883.02336868 3018.86792453 3584.91810613 76109.55361366 1782.5534365 ] -0.059730 1.760897 0 1.760897 169.185 0.115260
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 1.872758 0 1.872758 174.780 0.152142
1988-09-30 ['SMLS-199502', 'CE-200402', 'MNST', 'SVC-200605', 'ROST'] [6.71875, 0.2341107, 0.1040923, 5.035589, 0.2476768] [5.875, 0.2158208, 0.1665476, 5.190829, 0.2446564] [ 2976.74418605 85429.67066435 192137.17056881 3971.73002006 80750.39729195] 0.082985 1.870163 0 1.870163 179.365 0.182367
1988-08-31 ['CMVT-201302', 'MNST', 'CE-200402', 'SMLS-199502', 'ROST'] [0.4539707, 0.1159885, 0.1938729, 4.75, 0.2295541] [0.4539707, 0.1040923, 0.2341107, 6.71875, 0.2476768] [ 44055.70667887 172430.88754489 103160.36949981 4210.52631579 87125.43143425] 0.119681 1.726859 0 1.726859 170.995 0.127192
1988-07-29 ['CE-200402', 'CMVT-201302', 'MNST', 'FAST', 'MU'] [0.1975309, 0.4539707, 0.1189626, 0.08601712, 1.895181] [0.1938729, 0.4539707, 0.1159885, 0.08172349, 1.675095] [101249.98164844 44055.70667887 168120.06462535 232511.85345429 10553.08173731] -0.041913 1.542277 0 1.542277 181.160 0.194199
1988-06-30 ['CE-200402', 'CMVT-201302', 'MU', 'MNST', 'FAST'] [0.2341107, 0.4539707, 2.164174, 0.1130145, 0.07569589] [0.1975309, 0.4539707, 1.895181, 0.1189626, 0.08601712] [ 85429.67066435 44055.70667887 9241.4011073 176968.44210256 264215.13770431] -0.018312 1.609747 0 1.609747 189.025 0.246045
1988-05-31 ['CE-200402', 'MU', 'FAST', 'MCIC-199809', 'SMLS-199502'] [0.2011888, 2.090812, 0.07441606, 6.866803, 3.75] [0.2341107, 2.164174, 0.07569589, 6.866803, 4.125] [ 99409.11223686 9565.66157072 268759.18988455 2912.56353211 5333.33333333] 0.063185 1.639774 0 1.639774 173.345 0.142683
1988-04-29 ['CE-200402', 'MU', 'MCIC-199809', 'MNST', 'FAST'] [0.168267, 1.968542, 6.68287, 0.1278848, 0.07053528] [0.2011888, 2.090812, 6.866803, 0.1130145, 0.07441606] [118858.71858415 10159.80355004 2992.72617902 156390.75167651 283546.04957973] 0.044805 1.542323 0 1.542323 175.920 0.159657
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 1.476182 0 1.476182 173.260 0.142123
1988-02-29 ['MU', 'CE-200402', 'MCIC-199809', 'FAST', 'ADCT-201012'] [1.882954, 0.1280293, 5.579277, 0.05763375, 4.210938] [1.748457, 0.175583, 5.456656, 0.0537736, 4.648438] [ 10621.60838767 156214.24158376 3584.69385908 347018.89084087 4749.53561416] 0.062988 1.347001 0 1.347001 172.640 0.138036
1988-01-29 ['MCIC-199809', 'MU', 'DZB-200104', 'CE-200402', 'FAST'] [5.272724, 1.381648, 19.99931, 0.09876543, 0.05592042] [5.579277, 1.882954, 18.55606, 0.1280293, 0.05763375] [ 3793.10580262 14475.46697856 1000.03450119 202500.00430313 357651.10490944] 0.135148 1.267184 0 1.267184 159.130 0.048978
1987-12-31 ['MU', 'DZB-200104', 'ORCL', 'ASCL-200504', 'CE-200402'] [1.442783, 21.20751, 0.1500625, 12.125, 0.1042524] [1.381648, 19.99931, 0.1448879, 10.75, 0.09876543] [ 13862.09845833 943.0621511 133277.80091628 1649.48453608 191842.10627285] -0.059972 1.116315 0 1.116315 156.250 0.029993
1987-11-30 ['MCIC-199809', 'DZB-200104', 'WCOEQ-200404', 'ASCL-200504', 'ORCL'] [4.353063, 17.70724, 0.6267627, 9.125, 0.1125468] [4.598305, 21.20751, 0.5785502, 12.125, 0.1500625] [ 4594.46601163 1129.48150022 31910.00357871 2191.78082192 177703.85297494] 0.167838 1.187534 0 1.187534 137.125 -0.096078
1987-10-30 ['ORCL', 'DZB-200104', 'MCIC-199809', 'CA-201811', 'ASCL-200504'] [0.1293642, 18.53084, 4.782238, 2.875969, 9.25] [0.1125468, 17.70724, 4.353063, 2.532964, 9.125] [154602.27790996 1079.281889 4182.14233587 6954.17787883 2162.16216216] -0.079394 1.016865 0 1.016865 150.070 -0.010745
1987-09-30 ['ORCL', 'AAPL', 'AMAT', 'MSFT', 'ADBE'] [0.1681734, 0.3954222, 0.3426514, 0.2898473, 1.098919] [0.1293642, 0.2703218, 0.181576, 0.2176578, 0.6422252] [118924.87159087 50578.84964476 58368.35921289 69001.85028462 18199.70352683] -0.336374 1.104561 0 1.104561 205.505 0.354680
1987-08-31 ['AMAT', 'MSFT', 'ADBE', 'ORCL', 'AAPL'] [0.3572946, 0.259777, 0.9205227, 0.1384197, 0.3779256] [0.3426514, 0.2898473, 1.098919, 0.1681734, 0.3954222] [ 55976.216825 76989.10989041 21726.78631391 144488.10393318 52920.46900236] 0.105964 1.664433 0 1.664433 209.575 0.381510
1987-07-31 ['ADBE', 'MSFT', 'ORCL', 'AMAT', 'AAPL'] [0.9419303, 0.205635, 0.1177214, 0.2723639, 0.2883207] [0.9205227, 0.259777, 0.1384197, 0.3572946, 0.3779256] [ 21232.99356651 97259.70773458 169892.64483773 73431.1705773 69367.20117564] 0.207800 1.504961 0 1.504961 196.350 0.294331
1987-06-30 ['ADBE', 'MSFT', 'ORCL', 'JAVA-201001', 'ADSK'] [0.9918811, 0.2231311, 0.1151341, 2.546875, 2.683018] [0.9419303, 0.205635, 0.1177214, 2.164062, 2.57676] [ 20163.70712175 89633.40385988 173710.48195105 7852.7607362 7454.29214415] -0.059242 1.246036 0 1.246036 189.240 0.247462
1987-05-29 ['ADBE', 'MSFT', 'ORCL', 'TECD-202006', 'JAVA-201001'] [1.37008, 0.252125, 0.141007, 4., 2.71875] [0.9918811, 0.2231311, 0.1151341, 2.78125, 2.546875] [ 14597.68772626 79325.73128409 141836.93008149 5000. 7356.32183908] -0.188486 1.324502 0 1.324502 188.770 0.244364
1987-04-30 ['ADBE', 'MSFT', 'TECD-202006', 'SMLS-199502', 'LOTS-199507'] [1.384352, 0.2275018, 4.166833, 5.1875, 34.5] [1.37008, 0.252125, 4., 4.9375, 34.375] [14447.19262153 87911.39234942 4799.80839165 3855.42168675 579.71014493] 0.001214 1.632137 0 1.632137 184.830 0.218392
1987-03-31 ['ADBE', 'SMLS-199502', 'MSFT', 'ADSK', 'NOVL-201104'] [0.9847453, 6.96875, 0.2116464, 3.267438, 3.03125] [1.384352, 5.1875, 0.2275018, 2.975228, 2.875] [20309.82021442 2869.95515695 94497.23690079 6121.00367321 6597.93814433] 0.016826 1.630159 0 1.630159 186.040 0.226368
1987-02-27 ['ADBE', 'MSFT', 'WDC', 'ADSK', 'SMLS-199502'] [0.649361, 0.1678995, 11.99179, 2.426192, 3.90625] [0.9847453, 0.2116464, 9.08165, 3.267438, 6.96875] [ 30799.50905583 119118.87766193 1667.80772512 8243.3706813 5120. ] 0.333019 1.603184 0 1.603184 182.750 0.204680
1987-01-30 ['ADBE', 'MSFT', 'LOTS-199507', 'TEVA', 'SMLS-199502'] [0.4852368, 0.1599718, 21.83333, 0.3684024, 3.5] [0.649361, 0.1678995, 23., 0.3805062, 3.90625] [ 41216.98931326 125022.03513369 916.0306742 54288.46283303 5714.28571429] 0.118031 1.202671 0 1.202671 166.675 0.098715
1986-12-31 ['SMLS-199502', 'ADBE', 'LOTS-199507', 'TIGO', 'TEVA'] [3.375, 0.3639276, 17.25, 2.453202, 0.2925549] [3.5, 0.4852368, 21.83333, 2.766984, 0.3684024] [ 5925.92592593 54955.98575101 1159.42028986 8152.61034354 68363.23712233] 0.204647 1.075705 0 1.075705 141.405 -0.067864
1986-11-28 ['TIGO', 'WCOEQ-200404', 'LOTS-199507', 'LGNT-199511', 'ADBE'] [3.194869, 0.6026565, 18., 17.5, 0.3496559] [2.453202, 0.3615939, 17.25, 15.875, 0.3639276] [ 6260.03757901 33186.40054492 1111.11111111 1142.85714286 57199.09202161] -0.145170 0.892963 0 0.892963 147.940 -0.024786
1986-10-31 ['TIGO', 'LOTS-199507', 'LGNT-199511', 'ADBE', 'CA-201811'] [2.510254, 15.83333, 16.5, 0.3336146, 1.543525] [3.194869, 18., 17.5, 0.3496559, 1.510543] [ 7967.32123522 1263.15816066 1212.12121212 59949.41468389 12957.35410829] 0.099378 1.044609 0 1.044609 144.480 -0.047594
1986-09-30 ['TIGO', 'DZB-200104', 'JBHT', 'LGNT-199511', 'PAYX'] [2.053844, 11.47418, 3.189916, 14.25, 0.287834] [2.510254, 10.55791, 3.085943, 16.5, 0.287834] [ 9737.83792732 1743.04394737 6269.75757355 1403.50877193 69484.49453504] 0.053534 0.950181 0 0.950181 137.495 -0.093639
1986-08-29 ['DZB-200104', 'JWN', 'LGNT-199511', 'AMGN', 'TIGO'] [12.08887, 3.264364, 15., 0.3474143, 2.053844] [11.47418, 2.611491, 14.25, 0.2815254, 2.053844] [ 1654.41434973 6126.76772566 1333.33333333 57568.15421818 9737.83792732] -0.098101 0.901899 0 0.901899 151.700 0.000000