4 Months NDx100_topN_5_BM

( Interactive Figure)


55 Months NDx100_topN_5_BM

( Interactive Figure)


110 Months NDx100_topN_5_BM

( Interactive Figure)


220 Months NDx100_topN_5_BM

( Interactive Figure)

topNstocks topNbegPrices topNendPrices topN_5_positions topN_5_monthlyReturn topN_5_aggregateReturn SELL TimetopN_5_AggRet benchmark benchmarkAggRet
Date
2000-01-31 ['QCOM', 'SDLI-200102', 'VIAV', 'BVSN-202005', 'CNXT-201104'] [42.83672, 129.5938, 463.7842, 9539.046, 303.6601] [48.04374, 205., 599.5225, 18925.11, 353.0722] [466.88915491 154.32837065 43.12350442 2.09664572 65.86311471] 0.428556 1178.578248 0 1178.578248 3570.050 22.533619
1999-12-31 ['QCOM', 'BVSN-202005', 'ITWO-201001', 'SDLI-200102', 'VIAV'] [59.40644, 12751.72, 1218.75, 109., 366.8487] [42.83672, 9539.046, 1203.906, 129.5938, 463.7842] [336.66383645 1.56841587 16.41025641 183.48623853 54.51838864] -0.017974 825.013602 0 825.013602 3707.830 23.441859
1999-11-30 ['QCOM', 'VIAV', 'CNXT-201104', 'VSTR-200105', 'VRTS-200507'] [30.55173, 260.1058, 212.9214, 91.56328, 61.04167] [59.40644, 366.8487, 238.5259, 141.2531, 95.41667] [654.6274139 76.89178788 93.93137562 218.42817339 327.6450333 ] 0.516183 840.113654 0 840.113654 2966.710 18.556427
1999-10-29 ['QCOM', 'VSTR-200105', 'VIAV', 'CNXT-201104', 'SEBL-200601'] [18.78323, 98.01489, 189.7493, 167.7767, 27.37469] [30.55173, 91.56328, 260.1058, 212.9214, 34.96232] [1064.77959329 204.05062945 105.40223337 119.20606377 730.60188079] 0.295552 554.097950 0 554.097950 2637.440 16.385893
1999-09-30 ['QCOM', 'EYE-200505', 'STCN', 'CNXT-201104', 'CNET-200806'] [15.9531, 79.125, 441.3887, 130.493, 56.] [18.78323, 62.5625, 471.2632, 167.7767, 47.1875] [1253.67483436 252.76461295 45.31153607 153.26492609 357.14285714] 0.032823 427.692577 0 427.692577 2407.900 14.872775
1999-08-31 ['QCOM', 'EYE-200505', 'CNXT-201104', 'VIAV', 'ATML-201604'] [16.20607, 90.5, 129.1454, 120.601, 9.693247] [15.9531, 79.125, 130.493, 129.4133, 8.337117] [1234.10549257 220.99447514 154.86420732 165.83610418 2063.29210429] -0.039540 414.100673 0 414.100673 2396.870 14.800066
1999-07-30 ['QCOM', 'EYE-200505', 'STCN', 'CNXT-201104', 'VIAV'] [13.15458, 101.25, 396.9807, 112.9741, 102.7631] [16.20607, 90.5, 361.4543, 129.1454, 120.601] [1520.38301489 197.5308642 50.38028297 177.03172674 194.62238878] 0.070606 431.148292 0 431.148292 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 402.714120 0 402.714120 2296.770 14.140211
1999-05-31 ['STCN', 'QCOM', 'IMNX-200207', 'AMZN', 'AABA-201910'] [446.2332, 8.200534, 21.6875, 59.375, 10.08616] [491.1795, 12.10053, 21.23958, 62.5625, 11.73879] [ 44.8196145 2438.86556656 922.19020173 336.84210526 1982.91520261] 0.154637 441.180281 0 441.180281 2089.700 12.775214
1999-04-30 ['STCN', 'AMZN', 'QCOM', 'AABA-201910', 'ATHMA-200109'] [548.1025, 86.03125, 8.432425, 11.9049, 71.96875] [446.2332, 59.375, 8.200534, 10.08616, 63.375] [ 36.48952523 232.47366509 2371.79696232 1679.98051223 277.8983934 ] -0.159077 382.094410 0 382.094410 2136.390 13.082993
1999-03-31 ['STCN', 'AMZN', 'ATHMA-200109', 'AABA-201910', 'JAVA-201001'] [394.1547, 86.09375, 78.75, 11.47471, 62.53125] [548.1025, 86.03125, 71.96875, 11.9049, 59.8125] [ 50.7414982 232.30490018 253.96825397 1742.96343873 319.84007996] 0.059550 454.374886 0 454.374886 2106.390 12.885234
1999-02-26 ['AMZN', 'AABA-201910', 'NSCP-199903', 'INTU', 'JAVA-201001'] [64.0625, 10.46098, 77.4375, 14.89809, 48.65625] [86.09375, 11.47471, 97.625, 15.3216, 62.53125] [ 312.19512195 1911.86676583 258.27280065 1342.45396558 411.04688504] 0.203019 428.837440 0 428.837440 1925.280 11.691365
1999-01-29 ['AABA-201910', 'AMZN', 'NSCP-199903', 'IMNX-200207', 'JAVA-201001'] [12.07102, 58.46875, 73.8125, 13.01042, 55.875] [10.46098, 64.0625, 77.4375, 11.79167, 48.65625] [1656.86081209 342.06306788 270.95681626 1537.22938998 357.94183445] -0.042294 356.467822 0 356.467822 2127.190 13.022347
1998-12-31 ['AMZN', 'AABA-201910', 'NSCP-199903', 'IMNX-200207', 'EFII-201907'] [53.54167, 8.073611, 60.75, 10.48438, 40.] [58.46875, 12.07102, 73.8125, 13.01042, 36.] [ 373.54083278 2477.20629592 329.218107 1907.59968639 500. ] 0.188620 372.209955 0 372.209955 1836.010 11.102900
1998-11-30 ['AABA-201910', 'WWWW-200709', 'NOVL-201104', 'DELL-201310', 'JAVA-201001'] [6.542373, 227.5, 16.5625, 29.13739, 37.03125] [8.073611, 173.125, 18.125, 35.06669, 42.8125] [3056.99476322 87.91208791 1207.54716981 686.40327771 540.08438819] 0.089798 313.144731 0 313.144731 1557.960 9.270007
1998-10-30 ['AABA-201910', 'DELL-201310', 'WWWW-200709', 'BGEN-200311', 'AAPL'] [4.459547, 31.38334, 209.375, 34.75, 0.2838317] [6.542373, 29.13739, 227.5, 37.9375, 0.2441717] [ 4484.76044764 637.2807993 95.52238806 575.53956835 70464.29274813] 0.086809 287.341960 0 287.341960 1400.520 8.232169
1998-09-30 ['AABA-201910', 'DELL-201310', 'AAPL', 'PAYX', 'BGEN-200311'] [4.412694, 31.50312, 0.291477, 12.13888, 32.90625] [4.459547, 31.38334, 0.2838317, 11.73376, 34.75] [ 4532.3786331 634.85775377 68616.04860761 1647.59846048 607.78727445] 0.000649 264.390397 0 264.390397 1345.480 7.869347
1998-08-31 ['DELL-201310', 'AAPL', 'CTXS', 'CSCO', 'SPLS-201709'] [23.95675, 0.2384377, 10.99768, 9.868285, 8.679041] [31.50312, 0.291477, 13.55029, 11.17527, 9.398961] [ 834.83778058 83879.35297145 1818.56537015 2026.69460803 2304.4020647 ] 0.196988 264.219039 0 264.219039 1140.340 6.517073
1998-07-31 ['DELL-201310', 'AAPL', 'SPLS-201709', 'TCOMA-199903', 'MCIC-199809'] [26.02302, 0.2647184, 10.51884, 41.75, 64.75] [23.95675, 0.2384377, 8.679041, 33., 50.] [ 768.55030661 75551.98278624 1901.35033901 479.04191617 308.88030888] -0.158193 220.736526 0 220.736526 1377.260 8.078840
1998-06-30 ['DELL-201310', 'TCOMA-199903', 'AFM-200008', 'FORE-199906', 'CTXS'] [22.23486, 38.4375, 49.65625, 26.5, 13.04931] [26.02302, 41.75, 48.25, 23.8125, 12.15471] [ 899.48846091 520.32520325 402.76903713 754.71698113 1532.64808637] 0.011652 262.217484 0 262.217484 1337.340 7.815689
1998-05-29 ['DELL-201310', 'TCOMA-199903', 'AAPL', 'COST', 'CPWR-201412'] [19.73437, 34.3125, 0.2035561, 20.21395, 20.80565] [22.23486, 38.4375, 0.2193245, 22.02579, 23.15514] [ 1013.46027261 582.87795993 98253.01231454 989.41572528 961.27734534] 0.105390 259.197367 0 259.197367 1192.070 6.858075
1998-04-30 ['DELL-201310', 'CTXS', 'AFM-200008', 'CPWR-201412', 'TCOMA-199903'] [19.34507, 11.8565, 47.4375, 22.13608, 32.25] [19.73437, 9.95994, 41.8125, 20.80565, 34.3125] [1033.85513725 1686.83844305 421.60737813 903.50233646 620.15503876] -0.050912 234.485023 0 234.485023 1248.120 7.227554
1998-03-31 ['CTXS', 'RXSD-200007', 'DELL-201310', 'AFM-200008', 'PSFT-200501'] [10.34164, 34.0625, 16.2307, 45.875, 51.91606] [11.8565, 31.9375, 19.34507, 47.4375, 45.81915] [1933.9292414 587.1559633 1232.23274412 435.96730245 385.23724643] 0.038520 247.063596 0 247.063596 1220.660 7.046539
1998-02-27 ['DELL-201310', 'CTXS', 'RXSD-200007', 'AFM-200008', 'TCOMA-199903'] [16.75475, 8.027592, 37., 44.75, 29.0625] [16.2307, 10.34164, 34.0625, 45.875, 31.09375] [1193.69134126 2491.40713679 540.54054054 446.9273743 688.17204301] 0.054525 237.899708 0 237.899708 1194.130 6.871655
1998-01-30 ['CTXS', 'DELL-201310', 'TCOMA-199903', 'CPWR-201412', 'AFM-200008'] [8.747252, 11.91099, 28., 17.66358, 34.375] [8.027592, 16.75475, 29.0625, 19.07893, 44.75] [2286.43235613 1679.12155077 714.28571429 1132.27329907 581.81818182] 0.148857 225.598955 0 225.598955 1071.130 6.060844
1997-12-31 ['TCOMA-199903', 'DELL-201310', 'CMCSK-201512', 'GNCI-199908', 'MLKN'] [27.9375, 10.06183, 9.09384, 34., 20.15741] [28., 11.91099, 9.021809, 36.0625, 21.38117] [ 715.8836689 1987.70998914 2199.2909486 588.23529412 992.19096104] 0.059894 196.368240 0 196.368240 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 185.271657 0 185.271657 1050.510 5.924918
1997-10-31 ['DELL-201310', 'CPWR-201412', 'TCOMA-199903', 'QMCO', 'NXTL-200508'] [9.597672, 14.97441, 22.9375, 213.125, 13.125] [10.08429, 15.82362, 22.90625, 179.4294, 12.625] [2083.83866421 1335.61188721 871.9346049 93.84164223 1523.80952381] -0.018030 179.548397 0 179.548397 1019.620 5.721292
1997-09-30 ['DELL-201310', 'QMCO', 'AMAT', 'KLAC', 'MLKN'] [11.60405, 258.1929, 8.926508, 18.49136, 19.70479] [9.597672, 213.125, 6.255585, 12.02537, 18.00134] [1723.53617918 77.46146389 2240.51779262 1081.58621107 1014.98163644] -0.216558 182.845010 0 182.845010 1097.170 6.232498
1997-08-29 ['DELL-201310', 'QMCO', 'AMAT', 'KLAC', 'CPWR-201412'] [9.829752, 236.2908, 8.844506, 19.39796, 13.98366] [11.60405, 258.1929, 8.926508, 18.49136, 13.70059] [2034.63932762 84.64146721 2261.29079453 1031.0362533 1430.24072382] 0.043097 233.386896 0 233.386896 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 223.744156 0 223.744156 1107.030 6.297495
1997-06-30 ['DELL-201310', 'AMAT', 'QMCO', 'FORT-199708', 'CPWR-201412'] [7.033551, 6.636308, 136.8886, 50.625, 10.81328] [10.24151, 8.610214, 195.856, 55.75, 14.01197] [2843.51389504 3013.72389588 146.10420444 395.0617284 1849.57755649] 0.316270 208.649776 0 208.649776 957.300 5.310481
1997-05-30 ['DELL-201310', 'AMAT', 'ALTR-201512', 'FORT-199708', 'CPWR-201412'] [6.737835, 6.115009, 11.95488, 46., 10.5019] [7.033551, 6.636308, 11.39097, 50.625, 10.81328] [2968.31252175 3270.64113888 1672.95698493 434.7826087 1904.41729592] 0.042432 158.515958 0 158.515958 958.850 5.320699
1997-04-30 ['DELL-201310', 'QMCO', 'ALTR-201512', 'MSFT', 'CPWR-201412'] [5.015944, 140.6794, 11.1654, 9.568385, 8.548718] [6.737835, 130.9919, 11.95488, 9.765265, 10.5019] [3987.28534449 142.16722562 1791.24796246 2090.21689658 2339.53207955] 0.118836 152.063552 0 152.063552 874.740 4.766249
1997-03-31 ['DELL-201310', 'QMCO', 'CPWR-201412', 'INTC', 'ALTR-201512'] [4.050187, 130.1495, 7.10506, 10.52766, 9.699239] [5.015944, 140.6794, 8.548718, 11.591, 11.1654] [4938.04360144 153.669434 2814.89529997 1899.75740098 2062.01744281] 0.154942 135.912239 0 135.912239 797.060 4.254186
1997-02-28 ['DELL-201310', 'QMCO', 'INTC', 'CPWR-201412', 'KLAC'] [4.259809, 133.9402, 10.73575, 7.048446, 11.42667] [4.050187, 130.1495, 10.52766, 7.10506, 9.98978] [4695.04618634 149.32036834 1862.93458771 2837.50489115 1750.2912047 ] -0.042922 117.678887 0 117.678887 850.460 4.606196
1997-01-31 ['DELL-201310', 'QMCO', 'APCC-200702', 'INTC', 'CPWR-201412'] [3.96035, 128.0435, 12.66794, 12.27754, 7.727815] [4.259809, 133.9402, 9.794196, 10.73575, 7.048446] [5050.05870693 156.19691745 1578.78865861 1628.99082389 2588.05367365] -0.063735 122.956429 0 122.956429 921.550 5.074819
1996-12-31 ['DELL-201310', 'APCC-200702', 'INTC', 'CPWR-201412', 'MFE-201102'] [3.181755, 12.78524, 9.909553, 5.675556, 29.33333] [3.96035, 12.66794, 12.27754, 7.727815, 38.83334] [6285.83910452 1564.30383786 2018.25450654 3523.88382742 681.8182593 ] 0.231990 131.326536 0 131.326536 821.360 4.414370
1996-11-29 ['DELL-201310', 'CPWR-201412', 'APCC-200702', 'INTC', 'AN'] [3.043255, 6.397385, 11.1431, 9.597515, 30.12847] [3.181755, 5.675556, 12.78524, 9.909553, 28.21018] [6571.91066802 3126.2773774 1794.83267672 2083.87275248 663.82395123] 0.009778 106.597051 0 106.597051 834.010 4.497759
1996-10-31 ['CPWR-201412', 'APCC-200702', 'DELL-201310', 'AN', 'MFST-199612'] [5.97278, 10.02879, 2.43685, 28.09734, 50.125] [6.397385, 11.1431, 3.043255, 30.12847, 48.25] [3348.52447269 1994.25852969 8207.31682295 711.81115365 399.00249377] 0.093186 105.564860 0 105.564860 751.990 3.957086
1996-09-30 ['CSCC-199706', 'AN', 'CNTO-199910', 'DELL-201310', 'CPWR-201412'] [81.5, 26.17904, 35.5, 2.328296, 5.180183] [72.625, 28.09734, 29.375, 2.43685, 5.97278] [ 245.39877301 763.96995459 563.38028169 8589.9730962 3860.86746356] -0.001705 96.566210 0 96.566210 737.570 3.862030
1996-08-30 ['CSCC-199706', 'CPWR-201412', 'DELL-201310', 'CNTO-199910', 'AN'] [68.125, 4.868806, 2.010121, 33.875, 23.58371] [81.5, 5.180183, 2.328296, 35.5, 26.17904] [ 293.57798165 4107.78330457 9949.6497972 590.40590406 848.04299239] 0.115318 96.731144 0 96.731144 663.570 3.374225
1996-07-31 ['CSCC-199706', 'CPWR-201412', 'ASND-199906', 'HBOC-199901', 'IT'] [61.5, 4.769732, 48.5, 15.24056, 30.7469] [68.125, 4.868806, 52.375, 13.59209, 29.45105] [ 325.20325203 4193.107705 412.37113402 1312.28773746 650.47208011] 0.011617 86.729680 0 86.729680 636.010 3.192551
1996-06-28 ['HBOC-199901', 'CNTO-199910', 'IT', 'USRX-199706', 'CPWR-201412'] [16.85793, 29.875, 34.51664, 85.5, 4.472508] [15.24056, 24.875, 30.7469, 53.75, 4.769732] [1186.38527981 669.45606695 579.4306746 233.91812865 4471.76394095] -0.135482 85.733749 0 85.733749 677.300 3.464733
1996-05-31 ['CNTO-199910', 'USRX-199706', 'PSFT-200501', 'IT', 'JAVA-201001'] [35.375, 91.75, 17.42852, 33.69201, 15.65625] [29.875, 85.5, 17.55169, 34.51664, 14.71875] [ 565.37102473 217.98365123 1147.5443698 593.61255087 1277.44510978] -0.050387 99.169411 0 99.169411 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 104.431384 0 104.431384 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 103.825450 0 103.825450 609.690 3.019051
1996-02-29 ['USRX-199706', 'JAVA-201001', 'CNTO-199910', 'TWX-201806', 'IT'] [62., 13.125, 29.125, 4.677713, 25.50461] [64.625, 10.9375, 36.125, 5.332355, 28.74423] [ 322.58064516 1523.80952381 686.69527897 4275.59365014 784.1719595 ] 0.076597 91.402751 0 91.402751 622.830 3.105669
1996-01-31 ['CNTO-199910', 'JAVA-201001', 'USRX-199706', 'IT', 'IDXX'] [34.25, 11.5, 44.125, 26.03473, 12.5625] [29.125, 13.125, 62., 25.50461, 12.] [ 583.94160584 1739.13043478 453.25779037 768.20462513 1592.039801 ] 0.066326 84.899682 0 84.899682 591.820 2.901252
1995-12-29 ['CNTO-199910', 'USRX-199706', 'INTU', 'JAVA-201001', 'IDXX'] [30.875, 43.875, 11.74531, 11.40625, 11.75] [34.25, 44.125, 9.279545, 11.5, 12.5625] [ 647.77327935 455.84045584 1702.80733331 1753.42465753 1702.12765957] -0.003512 79.618875 0 79.618875 576.230 2.798484
1995-11-30 ['USRX-199706', 'INTU', 'NWACQ-200705', 'JAVA-201001', 'TWX-201806'] [54.875, 12.64879, 50.375, 10.51562, 3.892143] [43.875, 11.74531, 51., 11.40625, 3.570773] [ 364.46469248 1581.17891118 397.02233251 1901.93255367 5138.55734489] -0.051470 79.899455 0 79.899455 593.720 2.913777
1995-10-31 ['USRX-199706', 'CRUS', 'ALTR-201512', 'JAVA-201001', 'BAY-199808'] [46.25, 42.125, 6.823302, 9.75, 44.16667] [54.875, 29., 6.541347, 10.51562, 45.] [ 432.43243243 474.77744807 2931.13217032 2051.28205128 452.8301545 ] -0.013803 84.235028 0 84.235028 598.780 2.947132
1995-09-29 ['CRUS', 'USRX-199706', 'ALTR-201512', 'XLNX-202202', 'CSCO'] [57.25, 42.625, 7.034768, 8.480746, 2.772159] [42.125, 46.25, 6.823302, 8.106272, 3.113657] [ 349.34497817 469.20821114 2843.02197315 2358.28310387 7214.59339093] -0.026035 85.414008 0 85.414008 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 87.697216 0 87.697216 576.770 2.802044
1995-07-31 ['CRUS', 'ALTR-201512', 'XLNX-202202', 'AMAT', 'ATML-201604'] [46., 6.315784, 7.041589, 4.849835, 8.383348] [54.5, 7.062963, 7.555573, 4.873264, 7.797747] [ 434.7826087 3166.66941111 2840.26801337 4123.85163619 2385.68171093] 0.062211 84.267249 0 84.267249 568.880 2.750033
1995-06-30 ['CRUS', 'TLAB-201312', 'STRM-199607', 'ASCL-200504', 'INTC'] [31.375, 8.146771, 24.375, 101.5, 4.767147] [46., 7.533118, 27.125, 118.5, 4.901896] [ 637.4501992 2454.96037633 820.51282051 197.04433498 4195.38143044] 0.139877 79.331905 0 79.331905 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 69.596898 0 69.596898 488.100 2.217535
1995-04-28 ['STRM-199607', 'ADBE', 'COMS-201004', 'ASCL-200504', 'CRUS'] [18.375, 6.989782, 5.112209, 78.75, 24.875] [19.125, 6.239806, 5.842525, 84.5, 24.625] [1088.43537415 2861.31956619 3912.20312002 253.96825397 804.0201005 ] 0.027869 60.359023 0 60.359023 469.560 2.095320
1995-03-31 ['STRM-199607', 'SXCL-201702', 'ADBE', 'COMS-201004', 'ASCL-200504'] [21.5, 127.1834, 5.939815, 5.169265, 68.75] [18.375, 123.3294, 6.989782, 5.112209, 78.75] [ 930.23255814 157.25322644 3367.10823485 3869.02199829 290.90909091] 0.027107 58.722507 0 58.722507 447.150 1.947594
1995-02-28 ['STRM-199607', 'SXCL-201702', 'COMS-201004', 'ASCL-200504', 'BMET-200709'] [18.5, 127.1834, 4.758462, 75.5, 6.828701] [21.5, 127.1834, 5.169265, 68.75, 7.091344] [1081.08108108 157.25322644 4203.03871293 264.90066225 2928.81471893] 0.039510 57.172748 0 57.172748 432.500 1.851022
1995-01-31 ['STRM-199607', 'SMLS-199502', 'FHCC-200501', 'ASCL-200504', 'TLAB-201312'] [17.875, 59.25, 8.6875, 64.5, 4.210928] [18.5, 68.125, 7.9375, 75.5, 4.401372] [1118.88111888 337.55274262 2302.15827338 310.07751938 4749.54689323] 0.062838 54.999700 0 54.999700 405.330 1.671918
1994-12-30 ['STRM-199607', 'WWWW-200709', 'STCN', 'ASND-199906', 'FORE-199906'] [17.5, 83.75, 3.976614, 5.09375, 16.875] [17.875, 100., 3.720058, 6.375, 16.] [1142.85714286 238.80597015 5029.4044129 3926.3803681 1185.18518519] 0.070125 51.747943 0 51.747943 404.270 1.664931
1994-11-30 ['STRM-199607', 'WWWW-200709', 'STCN', 'FORE-199906', 'CSCC-199706'] [14.0625, 70., 2.97177, 13.8125, 9.104167] [17.5, 83.75, 3.976614, 16.875, 10.29167] [1422.22222222 285.71428571 6729.99592835 1447.9638009 2196.79625824] 0.226231 48.356922 0 48.356922 404.820 1.668556
1994-10-31 ['STRM-199607', 'HOLX', 'CSCC-199706', 'ASND-199906', 'MFE-201102'] [14.15625, 1.953125, 9.291667, 4.0625, 2.962963] [14.0625, 1.6875, 9.104167, 4., 2.839506] [ 1412.80353201 10240. 2152.46629049 4923.07692308 6749.99991563] -0.043971 39.435395 0 39.435395 413.050 1.722808
1994-09-30 ['HOLX', 'STRM-199607', 'CSCC-199706', 'PHS-200512', 'FORE-199906'] [1.953125, 9.3125, 7.875, 39.625, 11.125] [1.953125, 14.15625, 9.291667, 37.25, 12.4375] [10240. 2147.65100671 2539.68253968 504.7318612 1797.75280899] 0.151614 41.249146 0 41.249146 393.850 1.596243
1994-08-31 ['STRM-199607', 'HOLX', 'CDWC-200710', 'WDC', 'ASND-199906'] [9.5, 1.8125, 4.130939, 6.020983, 3.21875] [9.3125, 1.953125, 4.535933, 5.970808, 3.03125] [ 2105.26315789 11034.48275862 4841.51424168 3321.71673629 6213.59223301] 0.017861 35.818558 0 35.818558 397.900 1.622940
1994-07-29 ['HOLX', 'STRM-199607', 'WDC', 'DURA-200011', 'CDWC-200710'] [1.4375, 7.6875, 6.121333, 5.25, 3.239952] [1.8125, 9.5, 6.020983, 5.375, 4.130939] [13913.04347826 2601.62601626 3267.26221233 3809.52380952 6172.930957 ] 0.155812 35.190044 0 35.190044 370.160 1.440079
1994-06-30 ['MCHP', 'HOLX', 'DURA-200011', 'WDC', 'MU'] [1.375923, 1.34375, 5.25, 5.117836, 8.545134] [1.249065, 1.4375, 5.25, 6.121333, 9.236417] [14535.6971284 14883.72093023 3809.52380952 3907.90169908 2340.51332606] 0.050909 30.446177 0 30.446177 360.300 1.375082
1994-05-31 ['JCOR-199905', 'WDC', 'HOLX', 'IDTI-201903', 'MCHP'] [13.5, 5.619584, 1.28125, 14.4375, 1.210032] [12.25, 5.117836, 1.34375, 12.375, 1.375923] [ 1481.48148148 3558.98230189 15609.75609756 1385.28138528 16528.48850278] -0.027772 28.971277 0 28.971277 378.850 1.497363
1994-04-29 ['JCOR-199905', 'WDC', 'IDTI-201903', 'MU', 'MCHP'] [14.25, 6.322032, 15.0625, 9.007866, 1.092932] [13.5, 5.619584, 14.4375, 8.329191, 1.210032] [ 1403.50877193 3163.5398239 1327.80082988 2220.28169602 18299.40014566] -0.034687 29.798841 0 29.798841 373.250 1.460448
1994-03-31 ['JCOR-199905', 'WDC', 'MU', 'IDTI-201903', 'MCHP'] [12.75, 6.773606, 8.206641, 12.6875, 0.9953486] [14.25, 6.322032, 9.007866, 15.0625, 1.092932] [ 1568.62745098 2952.63704443 2437.0506764 1576.3546798 20093.46273255] 0.086769 30.869622 0 30.869622 382.960 1.524456
1994-02-28 ['JCOR-199905', 'MCHP', 'WDC', 'IDTI-201903', 'RXSD-200007'] [17., 1.157987, 6.071158, 13., 7.25] [12.75, 0.9953486, 6.773606, 12.6875, 5.583333] [ 1176.47058824 17271.35106007 3294.26445499 1538.46153846 2758.62068966] -0.105734 28.404962 0 28.404962 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 31.763440 0 31.763440 413.990 1.729005
1993-12-31 ['JCOR-199905', 'MCHP', 'EDCI-202003', 'NTLDQ-200301', 'PDLI-202012'] [14.375, 1.014865, 1.675699, 11.28, 0.8547989] [13.75, 1.034382, 1.627546, 9.599999, 1.044265] [ 1391.30434783 19707.05463288 11935.31773905 1773.04964539 23397.31602369] 0.003946 31.166157 0 31.166157 398.280 1.625445
1993-11-30 ['JCOR-199905', 'EDCI-202003', 'TIGO', 'MCHP', 'NTLDQ-200301'] [14.25, 1.50235, 13.29294, 0.83271, 11.76] [14.375, 1.675699, 10.72563, 1.014865, 11.28] [ 1403.50877193 13312.47711918 1504.55805864 24017.96543815 1700.68027211] 0.021791 31.043656 0 31.043656 386.760 1.549506
1993-10-29 ['JCOR-199905', 'NTLDQ-200301', 'EDCI-202003', 'TIGO', 'MCHP'] [14.75, 13.86, 1.834601, 14.1487, 0.83271] [14.25, 11.76, 1.50235, 13.29294, 0.83271] [ 1355.93220339 1443.001443 10901.55298073 1413.5574293 24017.96543815] -0.085400 30.381598 0 30.381598 390.985 1.577357
1993-09-30 ['JCOR-199905', 'NTLDQ-200301', 'EDCI-202003', 'TIGO', 'MCHP'] [12., 13.5, 1.70459, 11.52435, 0.6765769] [14.75, 13.86, 1.834601, 14.1487, 0.83271] [ 1666.66666667 1481.48148148 11733.02671024 1735.45579577 29560.57175467] 0.158119 33.218449 0 33.218449 382.715 1.522841
1993-08-31 ['JCOR-199905', 'EDCI-202003', 'IAC', 'DIGI-199809', 'TIGO'] [14.5, 1.324187, 0.757618, 32.25, 10.49743] [12., 1.70459, 0.7682887, 30.5625, 11.52435] [ 1379.31034483 15103.6069679 26398.52801808 620.15503876 1905.22823205] 0.034889 28.683101 0 28.683101 372.650 1.456493
1993-07-30 ['JCOR-199905', 'IAC', 'DIGI-199809', 'QCOM', 'IDTI-201903'] [9.5, 0.7682887, 27.5, 1.362444, 7.125] [14.5, 0.757618, 32.25, 1.580232, 8.5625] [ 2105.26315789 26031.88098432 727.27272727 14679.50242359 2807.01754386] 0.209352 27.716120 0 27.716120 352.865 1.326071
1993-06-30 ['DIGI-199809', 'NTLDQ-200301', 'EDCI-202003', 'AKLMQ-200808', 'IAC'] [25.375, 6.84, 0.8234035, 19.91667, 0.426827] [27.5, 6.96, 0.7463599, 20.75, 0.7682887] [ 788.1773399 2923.97660819 24289.42796575 1004.18393235 46857.39187071] 0.169912 22.918159 0 22.918159 366.125 1.413481
1993-05-31 ['DIGI-199809', 'EDCI-202003', 'QVCN-199502', 'NTLDQ-200301', 'AKLMQ-200808'] [21.375, 0.7270991, 68., 5.58, 17.25] [25.375, 0.8234035, 63.5, 6.84, 19.91667] [ 935.67251462 27506.566849 294.11764706 3584.22939068 1159.42028986] 0.126761 19.589639 0 19.589639 368.110 1.426566
1993-04-30 ['DIGI-199809', 'EDCI-202003', 'COMR-200001', 'QVCN-199502', 'QCOM'] [16.9375, 0.5746169, 4.723145, 52.5, 0.9218022] [21.375, 0.7270991, 5.084109, 68., 0.9167374] [ 1180.81180812 34805.79843718 4234.46665305 380.95238095 21696.62862597] 0.178705 17.385800 0 17.385800 339.945 1.240903
1993-03-31 ['DIGI-199809', 'QVCN-199502', 'COMS-201004', 'QCOM', 'EDCI-202003'] [13.625, 57., 1.614682, 0.9927101, 0.4815226] [16.9375, 52.5, 1.443514, 0.9218022, 0.5746169] [ 1467.88990826 350.87719298 12386.33984896 20146.86865783 41534.91445677] 0.036014 14.749919 0 14.749919 359.420 1.369281
1993-02-26 ['DIGI-199809', 'QVCN-199502', 'COMS-201004', 'INTC', 'ORCL'] [13.0625, 47., 1.329403, 2.177377, 0.6778684] [13.625, 57., 1.614682, 2.149342, 0.7606614] [ 1531.10047847 425.53191489 15044.34697379 9185.36385752 29504.25185774] 0.115936 14.237183 0 14.237183 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 12.758060 0 12.758060 370.560 1.442716
1992-12-31 ['DIGI-199809', 'CERN', 'AKLMQ-200808', 'OHP-200407', 'ESRX-201812'] [11., 1.670214, 12.08333, 7.03413, 0.5097656] [13.5, 1.738232, 14.5, 6.940757, 0.4902344] [ 1818.18181818 11974.51344558 1655.17287039 2843.27983702 39233.7183992 ] 0.083282 14.898706 0 14.898706 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 13.753306 0 13.753306 350.960 1.313514
1992-10-30 ['DIGI-199809', 'ASCL-200504', 'CERN', 'PHS-200512', 'WDC'] [8.625, 28.75, 1.246993, 21.5, 2.759617] [9.25, 31.25, 1.602197, 22.625, 2.910142] [ 2318.84057971 695.65217391 16038.58241385 930.23255814 7247.38251721] 0.110228 12.183914 0 12.183914 329.155 1.169776
1992-09-30 ['DIGI-199809', 'CERN', 'PHS-200512', 'XRAY', 'ASCL-200504'] [6.0625, 1.027824, 19.75, 4.910884, 23.] [8.625, 1.246993, 21.5, 4.980543, 28.75] [ 3298.96907216 19458.58434907 1012.65822785 4072.58652414 869.56521739] 0.197742 10.974245 0 10.974245 313.185 1.064502
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 9.162447 0 9.162447 299.260 0.972709
1992-07-31 ['ASCL-200504', 'CERN', 'SXCL-201702', 'CSCO', 'HBOC-199901'] [18.875, 0.9975941, 46.00764, 0.5361015, 1.082453] [18.75, 0.9371339, 46.00764, 0.4708151, 1.006757] [ 1059.60264901 20048.23404629 434.71040897 37306.36829033 18476.55279259] -0.051788 8.155398 0 8.155398 310.895 1.049407
1992-06-30 ['SXCL-201702', 'ASCL-200504', 'CERN', 'PTC', 'GNTX'] [44.08062, 15., 0.7708682, 11.64062, 0.5053688] [46.00764, 18.875, 0.9975941, 12.65625, 0.4399065] [ 453.71412653 1333.33333333 25944.77240078 1718.12154335 39575.05884811] 0.110776 8.600814 0 8.600814 301.230 0.985695
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 7.743066 0 7.743066 315.295 1.078411
1992-04-30 ['ASCL-200504', 'HBOC-199901', 'PTC', 'CERN', 'GNTX'] [16.875, 1.099494, 11.40625, 0.5819299, 0.4660914] [16.625, 1.091963, 12.26562, 0.710408, 0.4660914] [ 1185.18518519 18190.18566723 1753.42465753 34368.40073005 42910.03867482] 0.054891 8.095233 0 8.095233 307.860 1.029400
1992-03-31 ['ASCL-200504', 'APCC-200702', 'SXCL-201702', 'CMVT-201302', 'CERN'] [14.375, 3.841436, 29.62795, 2.042868, 0.5554786] [16.875, 3.313605, 33.00024, 1.588897, 0.5819299] [ 1391.30434783 5206.38636177 675.03826623 9790.1577586 36004.98741086] -0.004855 7.673997 0 7.673997 323.050 1.129532
1992-02-28 ['ASCL-200504', 'APCC-200702', 'SXCL-201702', 'CSCO', 'CMVT-201302'] [14.125, 4.207985, 28.90532, 0.4092953, 1.588897] [14.375, 3.841436, 29.62795, 0.3967402, 2.042868] [ 1415.92920354 4752.86865329 691.91415283 48864.47511125 12587.34833032] 0.042126 7.711434 0 7.711434 345.880 1.280026
1992-01-31 ['ASCL-200504', 'APCC-200702', 'TECD-202006', 'PTC', 'CSCO'] [12.25, 3.636168, 9.4375, 9.921875, 0.3772798] [14.125, 4.207985, 10., 8.75, 0.4092953] [ 1632.65306122 5500.29591592 2119.20529801 2015.7480315 53011.05439517] 0.067334 7.399712 0 7.399712 338.315 1.230158
1991-12-31 ['MEDI-200706', 'ASCL-200504', 'APCC-200702', 'FHCC-200501', 'PTC'] [7.291667, 6.875, 3.137661, 9.875, 9.414062] [6.75, 12.25, 3.636168, 9.5, 9.921875] [2742.85701747 2909.09090909 6374.1749029 2025.3164557 2124.48144064] 0.176476 6.932892 0 6.932892 330.855 1.180982
1991-11-29 ['ASCL-200504', 'MEDI-200706', 'FHCC-200501', 'TECD-202006', 'EA'] [7.0625, 5.75, 7.46875, 6.875, 2.093316] [6.875, 7.291667, 9.875, 7., 2.372425] [2831.85840708 3478.26086957 2677.82426778 2909.09090909 9554.21923876] 0.143052 5.892933 0 5.892933 284.790 0.877324
1991-10-31 ['MEDI-200706', 'FHCC-200501', 'ASCL-200504', 'CMVT-201302', 'EA'] [8.75, 9.0625, 7.625, 1.361912, 2.00028] [5.75, 7.46875, 7.0625, 0.9079413, 2.093316] [ 2285.71428571 2206.89655172 2622.95081967 14685.2366379 9998.60019597] -0.175862 5.155439 0 5.155439 292.505 0.928181
1991-09-30 ['FHCC-200501', 'TECD-202006', 'CMVT-201302', 'CE-200402', 'QVCN-199502'] [7.625, 5.5625, 1.361912, 1.174211, 16.5] [9.0625, 6., 1.361912, 1.064472, 17.375] [ 2622.95081967 3595.50561798 14685.2366379 17032.71388192 1212.12121212] 0.045350 6.255555 0 6.255555 287.535 0.895419
1991-08-30 ['FHCC-200501', 'TECD-202006', 'CMVT-201302', 'ROST', 'MEDI-200706'] [7., 5.75, 1.361912, 0.4107811, 4.708333] [7.625, 5.5625, 1.361912, 0.3594335, 4.375] [ 2857.14285714 3478.26086957 14685.2366379 48687.73173839 4247.78791135] -0.027824 5.984174 0 5.984174 287.405 0.894562
1991-07-31 ['FHCC-200501', 'SMLS-199502', 'AMGN', 'TECD-202006', 'DG-200707'] [6.5, 79.5, 4.728029, 4.53125, 1.119062] [7., 83.5, 5.103397, 5.75, 1.137609] [ 3076.92307692 251.57232704 4230.09249732 4413.79310345 17872.1107499 ] 0.098434 6.155443 0 6.155443 272.155 0.794034
1991-06-28 ['FHCC-200501', 'AMGN', 'CHRS-201206', 'AMD', 'TECD-202006'] [5.4375, 3.765652, 10.02595, 5.998345, 3.75] [6.5, 4.728029, 10.32794, 5.560966, 4.53125] [3678.16091954 5311.16523779 1994.82343319 3334.25303146 5333.33333333] 0.123301 5.603836 0 5.603836 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 4.988720 0 4.988720 279.000 0.839156
1991-04-30 ['AMGN', 'CE-200402', 'FHCC-200501', 'WWWW-200709', 'USHC-199607'] [4.049174e+00, 8.120713e-01, 3.187500e+00, 1.700000e+02, 1.193422e+01] [3.905416e+00, 8.285322e-01, 5.093750e+00, 1.925000e+02, 1.500111e+01] [ 4939.27897393 24628.3793061 6274.50980392 117.64705882 1675.85313493] 0.194428 5.270323 0 5.270323 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 4.412423 0 4.412423 264.905 0.746243
1991-02-28 ['FHCC-200501', 'DELL-201310', 'ASTA-199708', 'USHC-199607', 'AMGN'] [3.28125, 0.2520449, 24.5, 10.46952, 2.915086] [3.65625, 0.2844864, 27.25, 14.00103, 4.192932] [ 6095.23809524 79350.94104265 816.32653061 1910.30725382 6860.86105178] 0.226183 5.088414 0 5.088414 250.115 0.648748
1991-01-31 ['DELL-201310', 'FHCC-200501', 'USHC-199607', 'ASTA-199708', 'CSCO'] [0.2258422, 2.796875, 10.07068, 23.5, 0.1468943] [0.2520449, 3.28125, 10.46952, 24.5, 0.1406168] [ 88557.40866853 7150.83798883 1985.96321202 851.06382979 136152.32177151] 0.065726 4.149801 0 4.149801 232.425 0.532136
1990-12-31 ['DELL-201310', 'ASTA-199708', 'FHCC-200501', 'APCC-200702', 'USHC-199607'] [0.1846666, 18.625, 2.15625, 1.070324, 7.810597] [0.2258422, 23.5, 2.796875, 1.070324, 10.07068] [108303.28819613 1073.82550336 9275.36231884 18685.9306154 2560.62372697] 0.214236 3.893873 0 3.893873 200.530 0.321885
1990-11-30 ['APCC-200702', 'FHCC-200501', 'AMGN', 'ASTA-199708', 'IMNX-200207'] [1.055662, 1.875, 1.852876, 13.5625, 1.623791] [1.070324, 2.15625, 1.988648, 18.625, 1.658586] [18945.45792119 10666.66666667 10794.03046939 1474.65437788 12316.85604859] 0.126373 3.206850 0 3.206850 192.580 0.269479
1990-10-31 ['FHCC-200501', 'USHC-199607', 'AMGN', 'ASTA-199708', 'AN'] [1.5, 5.631385, 1.509455, 10.375, 4.628081] [1.875, 6.724536, 1.852876, 13.5625, 3.085387] [13333.33333333 3551.524181 13249.8153307 1927.71084337 4321.44554082] 0.129105 2.847059 0 2.847059 172.555 0.137475
1990-09-28 ['FHCC-200501', 'AN', 'APCC-200702', 'AMGN', 'USHC-199607'] [1.375, 5.422802, 0.7282112, 1.42959, 5.134498] [1.5, 4.628081, 0.7184365, 1.509455, 5.631385] [14545.45454545 3688.1302323 27464.55973212 13990.0251121 3895.22013642] 0.016715 2.521518 0 2.521518 177.055 0.167139
1990-08-31 ['AN', 'AMGN', 'APCC-200702', 'DELL-201310', 'FHCC-200501'] [6.498013, 1.445563, 0.7330985, 0.1172882, 1.3125] [5.422802, 1.42959, 0.7282112, 0.0873423, 1.375] [ 3077.86395626 13835.43989435 27281.46354139 170520.13757565 15238.0952381 ] -0.078177 2.480064 0 2.480064 193.615 0.276302
1990-07-31 ['AN', 'APCC-200702', 'WWWW-200709', 'ASTA-199708', 'FHCC-200501'] [7.573223, 0.8406196, 103.75, 10.25, 1.3125] [6.498013, 0.7330985, 88.75, 9.0625, 1.3125] [ 2640.88354456 23791.97439603 192.77108434 1951.2195122 15238.0952381 ] -0.106063 2.690390 0 2.690390 223.385 0.472544
1990-06-29 ['WWWW-200709', 'AN', 'ASTA-199708', 'NVLS-201206', 'EA'] [120., 6.357768, 11.9375, 2.854167, 1.038905] [103.75, 7.573223, 10.25, 2.375, 0.7676113] [ 166.66666667 3145.75807107 1675.39267016 7007.2984517 19251.03835288] -0.102924 3.009596 0 3.009596 238.460 0.571918
1990-05-31 ['ASTA-199708', 'WWWW-200709', 'AKLMQ-200808', 'MSFT', 'EA'] [12.5, 100., 10.33333, 0.6387761, 1.031214] [11.9375, 120., 9.75, 0.6650268, 1.038905] [ 1600. 200. 1935.48449532 31309.87524424 19394.61644237] 0.029420 3.354894 0 3.354894 236.150 0.556691
1990-04-30 ['ASTA-199708', 'WWWW-200709', 'EA', 'ADBE', 'MGMA-199502'] [10.5, 85.625, 0.8838446, 2.213625, 36.25] [12.5, 100., 1.031214, 2.061709, 27.75] [ 1904.76190476 233.57664234 22628.41227972 9034.9539782 551.72413793] 0.044397 3.259013 0 3.259013 205.815 0.356724
1990-03-30 ['ASTA-199708', 'APCC-200702', 'SXCL-201702', 'SMLS-199502', 'MNST'] [8.375, 0.5767041, 20.71548, 28.25, 0.1011182] [10.5, 0.5962535, 17.34319, 26.25, 0.09517008] [ 2388.05970149 34679.82974284 965.46157753 707.96460177 197788.33088405] -0.000956 3.120473 0 3.120473 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 3.123459 0 3.123459 207.915 0.370567
1990-01-31 ['VTRS', 'SXCL-201702', 'ERIC', 'SMLS-199502', 'MGMA-199502'] [2.55674, 15.53661, 2.657655, 19., 30.25] [2.809258, 18.3067, 2.360926, 19.25, 33.25] [7822.46141571 1287.28210337 7525.43125424 1052.63157895 661.15702479] 0.055548 3.018827 0 3.018827 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 2.859962 0 2.859962 223.835 0.475511
1989-11-30 ['PHS-200512', 'CMVT-201302', 'SMLS-199502', 'VTRS', 'SXCL-201702'] [6.8125, 0.9079413, 23.125, 2.771876, 14.69354] [6.375, 0.9079413, 24.5, 3.061775, 17.10231] [ 2935.77981651 22027.85576557 864.86486486 7215.32997869 1361.14237958] 0.052752 3.325063 0 3.325063 224.445 0.479532
1989-10-31 ['SXCL-201702', 'PHS-200512', 'CMVT-201302', 'SMLS-199502', 'VTRS'] [16.1388, 6.1875, 0.9079413, 22.5, 2.299397] [14.69354, 6.8125, 0.9079413, 23.125, 2.771876] [ 1239.2495105 3232.32323232 22027.85576557 888.88888889 8697.93254492] 0.048943 3.158449 0 3.158449 222.615 0.467469
1989-09-29 ['SMLS-199502', 'PHS-200512', 'SXCL-201702', 'CMVT-201302', 'QMCO'] [25.875, 6.25, 16.01837, 0.9079413, 30.88768] [22.5, 6.1875, 16.1388, 0.9079413, 25.55254] [ 772.9468599 3200. 1248.5664896 22027.85576557 647.50735568] -0.061129 3.011077 0 3.011077 226.390 0.492353
1989-08-31 ['PHS-200512', 'SMLS-199502', 'QMCO', 'CMVT-201302', 'EYE-200505'] [6.1875, 23.875, 32.01087, 1.134927, 5.125] [6.25, 25.875, 30.88768, 0.9079413, 4.1875] [ 3232.32323232 837.69633508 624.78776741 17622.27878974 3902.43902439] -0.064829 3.207125 0 3.207125 222.005 0.463448
1989-07-31 ['SMLS-199502', 'PHS-200512', 'QMCO', 'INEL-199805', 'SXCL-201702'] [17.84375, 4.78125, 26.39493, 6.427745, 12.4052] [23.875, 6.1875, 32.01087, 6.680806, 14.33222] [1120.84063047 4183.00653595 757.7212745 3111.51111315 1612.22713056] 0.207919 3.429452 0 3.429452 214.275 0.412492
1989-06-30 ['APCC-200702', 'QMCO', 'PHS-200512', 'SMLS-199502', 'TIGO'] [0.3763239, 20.35779, 3.375, 12., 8.614735] [0.3616619, 26.39493, 4.78125, 17.84375, 8.101274] [53145.70772677 982.42490958 5925.92592593 1666.66666667 2321.60362449] 0.220327 2.839140 0 2.839140 204.585 0.348616
1989-05-31 ['PHS-200512', 'APCC-200702', 'VCELA-199905', 'GNTX', 'INEL-199805'] [3.84375, 0.3792563, 26.16667, 0.1963868, 5.111829] [3.375, 0.3763239, 22.83333, 0.1937683, 4.959992] [ 5203.25203252 52734.78647553 764.33111282 101839.83852275 3912.49394297] -0.060022 2.326541 0 2.326541 214.545 0.414272
1989-04-28 ['PHS-200512', 'INEL-199805', 'APCC-200702', 'VCELA-199905', 'STJ-201701'] [3.21875, 4.251422, 0.2893295, 22.83333, 2.658537] [3.84375, 5.111829, 0.3792563, 26.16667, 2.694707] [ 6213.59223301 4704.30834671 69125.33979425 875.91253663 7522.93460651] 0.173392 2.475100 0 2.475100 200.470 0.321490
1989-03-31 ['PHS-200512', 'INEL-199805', 'BGEN-200311', 'VOD', 'APCC-200702'] [2.8125, 3.7453, 3.125, 1.174103, 0.2345915] [3.21875, 4.251422, 3.0625, 1.249366, 0.2893295] [ 7111.11111111 5340.02616613 6400. 17034.28063807 85254.5808352 ] 0.111403 2.109356 0 2.109356 185.870 0.225247
1989-02-28 ['APCC-200702', 'NVLS-201206', 'SMLS-199502', 'CDNS', 'PHS-200512'] [0.2424112, 1.114583, 7.6875, 2.944444, 2.] [0.2345915, 1.125, 9., 3.222222, 2.8125] [82504.4387388 17943.93060005 2601.62601626 6792.45385546 10000. ] 0.129682 1.897922 0 1.897922 183.790 0.211536
1989-01-31 ['SMLS-199502', 'CDNS', 'VCELA-199905', 'INEL-199805', 'BMC-201309'] [7.9375, 3.138889, 18., 3.239179, 1.333333] [7.6875, 2.944444, 16.77778, 3.087342, 1.28125] [ 2519.68503937 6371.68119038 1111.11111111 6174.40406967 15000.00375 ] -0.049456 1.680050 0 1.680050 186.470 0.229202
1988-12-30 ['SMLS-199502', 'BMC-201309', 'SVC-200605', 'MCIC-199809', 'CDNS'] [7.0625, 1.166667, 5.481904, 11.09724, 2.5] [7.9375, 1.333333, 5.977245, 12.32346, 3.138889] [ 2831.85840708 17142.8522449 3648.36742854 1802.24992881 8000. ] 0.144633 1.767462 0 1.767462 177.410 0.169479
1988-11-30 ['MNST', 'SMLS-199502', 'ROST', 'SVC-200605', 'MCIC-199809'] [0.1576255, 6.625, 0.2627791, 5.578928, 11.21986] [0.1100404, 7.0625, 0.2537178, 5.481904, 11.09724] [126883.02336868 3018.86792453 76109.55361366 3584.91810613 1782.5534365 ] -0.059730 1.544130 0 1.544130 169.185 0.115260
1988-10-31 ['MNST', 'SMLS-199502', 'MCIC-199809', 'SVC-200605', 'ROST'] [0.1665476, 5.875, 11.58773, 5.190829, 0.2446564] [0.1576255, 6.625, 11.21986, 5.578928, 0.2627791] [120085.78928787 3404.25531915 1725.96358389 3852.94911468 81747.29947796] 0.038237 1.642221 0 1.642221 174.780 0.152142
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 1.581740 0 1.581740 179.365 0.182367
1988-08-31 ['CMVT-201302', 'SMLS-199502', 'CE-200402', 'MCIC-199809', 'SVC-200605'] [0.4539707, 4.75, 0.1938729, 8.093018, 4.212464] [0.4539707, 6.71875, 0.2341107, 10.05496, 5.035589] [ 44055.70667887 4210.52631579 103160.36949981 2471.26597272 4747.81505551] 0.211969 1.608710 0 1.608710 170.995 0.127192
1988-07-29 ['CMVT-201302', 'CE-200402', 'MCIC-199809', 'MNST', 'FAST'] [0.4539707, 0.1975309, 8.399571, 0.1189626, 0.08601712] [0.4539707, 0.1938729, 8.093018, 0.1159885, 0.08172349] [ 44055.70667887 101249.98164844 2381.0739858 168120.06462535 232511.85345429] -0.025986 1.327352 0 1.327352 181.160 0.194199
1988-06-30 ['CE-200402', 'CMVT-201302', 'MU', 'AMAT', 'ASTA-199708'] [0.2341107, 0.4539707, 2.164174, 0.4041529, 8.] [0.1975309, 0.4539707, 1.895181, 0.3602233, 8.125] [85429.67066435 44055.70667887 9241.4011073 49486.22167501 2500. ] -0.074723 1.362765 0 1.362765 189.025 0.246045
1988-05-31 ['CE-200402', 'MU', 'MNST', 'FAST', 'MCIC-199809'] [0.2011888, 2.090812, 0.1130145, 0.07441606, 6.866803] [0.2341107, 2.164174, 0.1130145, 0.07569589, 6.866803] [ 99409.11223686 9565.66157072 176968.44210256 268759.18988455 2912.56353211] 0.043185 1.472819 0 1.472819 173.345 0.142683
1988-04-29 ['CE-200402', 'MCIC-199809', 'WCOEQ-200404', 'MU', 'IDTI-201903'] [0.168267, 6.68287, 0.9642503, 1.968542, 7.875] [0.2011888, 6.866803, 0.9401441, 2.090812, 7.1875] [118858.71858415 2992.72617902 20741.50249162 10159.80355004 2539.68253968] 0.034597 1.411849 0 1.411849 175.920 0.159657
1988-03-31 ['CE-200402', 'MU', 'MCIC-199809', 'MNST', 'COST'] [0.175583, 1.748457, 5.456656, 0.1070663, 1.629923] [0.168267, 1.968542, 6.68287, 0.1278848, 1.528053] [113906.24377075 11438.65705591 3665.24845986 186800.14159451 12270.51830056] 0.088174 1.364636 0 1.364636 173.260 0.142123
1988-02-29 ['MU', 'CE-200402', 'AMAT', 'MCIC-199809', 'ADCT-201012'] [1.882954, 0.1280293, 0.3075077, 5.579277, 4.210938] [1.748457, 0.175583, 0.2987217, 5.456656, 4.648438] [ 10621.60838767 156214.24158376 65039.0217871 3584.69385908 4749.53561416] 0.070669 1.254060 0 1.254060 172.640 0.138036
1988-01-29 ['MU', 'MCIC-199809', 'DZB-200104', 'FAST', 'CE-200402'] [1.381648, 5.272724, 19.99931, 0.05592042, 0.09876543] [1.882954, 5.579277, 18.55606, 0.05763375, 0.1280293] [ 14475.46697856 3793.10580262 1000.03450119 357651.10490944 202500.00430313] 0.135148 1.171286 0 1.171286 159.130 0.048978
1987-12-31 ['MU', 'DZB-200104', 'ASCL-200504', 'ORCL', 'CE-200402'] [1.442783, 21.20751, 12.125, 0.1500625, 0.1042524] [1.381648, 19.99931, 10.75, 0.1448879, 0.09876543] [ 13862.09845833 943.0621511 1649.48453608 133277.80091628 191842.10627285] -0.059972 1.031836 0 1.031836 156.250 0.029993
1987-11-30 ['DZB-200104', 'MCIC-199809', 'ORCL', 'ASCL-200504', 'WCOEQ-200404'] [17.70724, 4.353063, 0.1125468, 9.125, 0.6267627] [21.20751, 4.598305, 0.1500625, 12.125, 0.5785502] [ 1129.48150022 4594.46601163 177703.85297494 2191.78082192 31910.00357871] 0.167838 1.097665 0 1.097665 137.125 -0.096078
1987-10-30 ['DZB-200104', 'ORCL', 'CA-201811', 'MCIC-199809', 'MSFT'] [18.53084, 0.1293642, 2.875969, 4.782238, 0.2176578] [17.70724, 0.1125468, 2.532964, 4.353063, 0.1957909] [ 1079.281889 154602.27790996 6954.17787883 4182.14233587 91887.35712665] -0.096784 0.939912 0 0.939912 150.070 -0.010745
1987-09-30 ['ORCL', 'MSFT', 'AAPL', 'AMAT', 'ADBE'] [0.1681734, 0.2898473, 0.3954222, 0.3426514, 1.098919] [0.1293642, 0.2176578, 0.2703218, 0.181576, 0.6422252] [118924.87159087 69001.85028462 50578.84964476 58368.35921289 18199.70352683] -0.336374 1.040628 0 1.040628 205.505 0.354680
1987-08-31 ['MSFT', 'AMAT', 'ORCL', 'AAPL', 'ADBE'] [0.259777, 0.3572946, 0.1384197, 0.3779256, 0.9205227] [0.2898473, 0.3426514, 0.1681734, 0.3954222, 1.098919] [ 76989.10989041 55976.216825 144488.10393318 52920.46900236 21726.78631391] 0.105964 1.568094 0 1.568094 209.575 0.381510
1987-07-31 ['ADBE', 'MSFT', 'ORCL', 'AMAT', 'INTC'] [0.9419303, 0.205635, 0.1177214, 0.2723639, 0.5935496] [0.9205227, 0.259777, 0.1384197, 0.3572946, 0.6557138] [ 21232.99356651 97259.70773458 169892.64483773 73431.1705773 33695.58331772] 0.166590 1.417853 0 1.417853 196.350 0.294331
1987-06-30 ['ADBE', 'MSFT', 'ORCL', 'AAPL', 'JAVA-201001'] [0.9918811, 0.2231311, 0.1151341, 0.2830785, 2.546875] [0.9419303, 0.205635, 0.1177214, 0.2883207, 2.164062] [ 20163.70712175 89633.40385988 173710.48195105 70651.78033655 7852.7607362 ] -0.047618 1.215382 0 1.215382 189.240 0.247462
1987-05-29 ['ADBE', 'MSFT', 'TECD-202006', 'ORCL', 'JAVA-201001'] [1.37008, 0.252125, 4., 0.141007, 2.71875] [0.9918811, 0.2231311, 2.78125, 0.1151341, 2.546875] [ 14597.68772626 79325.73128409 5000. 141836.93008149 7356.32183908] -0.188486 1.276150 0 1.276150 188.770 0.244364
1987-04-30 ['ADBE', 'MSFT', 'TECD-202006', 'ORCL', 'LOTS-199507'] [1.384352, 0.2275018, 4.166833, 0.1216023, 34.5] [1.37008, 0.252125, 4., 0.141007, 34.375] [ 14447.19262153 87911.39234942 4799.80839165 164470.5733362 579.71014493] 0.042767 1.572555 0 1.572555 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 1.508059 0 1.508059 186.040 0.226368
1987-02-27 ['ADBE', 'MSFT', 'ADSK', 'WDC', 'AAPL'] [0.649361, 0.1678995, 2.426192, 11.99179, 0.2442641] [0.9847453, 0.2116464, 3.267438, 9.08165, 0.225072] [ 30799.50905583 119118.87766193 8243.3706813 1667.80772512 81878.58960854] 0.160505 1.483105 0 1.483105 182.750 0.204680
1987-01-30 ['MSFT', 'ADBE', 'TEVA', 'LOTS-199507', 'WDC'] [0.1599718, 0.4852368, 0.3684024, 21.83333, 10.03497] [0.1678995, 0.649361, 0.3805062, 23., 11.99179] [125022.03513369 41216.98931326 54288.46283303 916.0306742 1993.03037279] 0.133816 1.277982 0 1.277982 166.675 0.098715
1986-12-31 ['SMLS-199502', 'ADBE', 'TIGO', 'LOTS-199507', 'TEVA'] [3.375, 0.3639276, 2.453202, 17.25, 0.2925549] [3.5, 0.4852368, 2.766984, 21.83333, 0.3684024] [ 5925.92592593 54955.98575101 8152.61034354 1159.42028986 68363.23712233] 0.204647 1.127151 0 1.127151 141.405 -0.067864
1986-11-28 ['TIGO', 'ADBE', 'MSFT', 'LOTS-199507', 'WCOEQ-200404'] [3.194869, 0.3496559, 0.1088355, 18., 0.6026565] [2.453202, 0.3639276, 0.1055541, 17.25, 0.3615939] [ 6260.03757901 57199.09202161 183763.56979111 1111.11111111 33186.40054492] -0.132629 0.935669 0 0.935669 147.940 -0.024786
1986-10-31 ['TIGO', 'LOTS-199507', 'ADBE', 'CA-201811', 'TEVA'] [2.510254, 15.83333, 0.3336146, 1.543525, 0.2546311] [3.194869, 18., 0.3496559, 1.510543, 0.2925549] [ 7967.32123522 1263.15816066 59949.41468389 12957.35410829 78545.00098378] 0.117044 1.078741 0 1.078741 144.480 -0.047594
1986-09-30 ['TIGO', 'JBHT', 'LOTS-199507', 'DZB-200104', 'NDSN'] [2.053844, 3.189916, 13.16667, 11.47418, 1.536726] [2.510254, 3.085943, 15.83333, 10.55791, 1.498939] [ 9737.83792732 6269.75757355 1518.98695722 1743.04394737 13014.68186261] 0.057543 0.965710 0 0.965710 137.495 -0.093639
1986-08-29 ['TIGO', 'JWN', 'DZB-200104', 'WCOEQ-200404', 'LGNT-199511'] [2.053844, 3.264364, 12.08887, 0.4519923, 15.] [2.053844, 2.611491, 11.47418, 0.3917267, 14.25] [ 9737.83792732 6126.76772566 1654.41434973 44248.54140214 1333.33333333] -0.086836 0.913164 0 0.913164 151.700 0.000000