4 Months NDx100_topN_4_BM

( Interactive Figure)


55 Months NDx100_topN_4_BM

( Interactive Figure)


110 Months NDx100_topN_4_BM

( Interactive Figure)


220 Months NDx100_topN_4_BM

( Interactive Figure)

topNstocks topNbegPrices topNendPrices topN_4_positions topN_4_monthlyReturn topN_4_aggregateReturn SELL TimetopN_4_AggRet benchmark benchmarkAggRet
Date
2000-01-31 ['QCOM', 'CNXT-201104', 'SDLI-200102', 'VIAV'] [42.83672, 303.6601, 129.5938, 463.7842] [48.04374, 353.0722, 205., 599.5225] [583.61144364 82.32889339 192.91046331 53.90438053] 0.289705 1304.658177 0 1304.658177 3570.050 22.533619
1999-12-31 ['QCOM', 'BVSN-202005', 'SDLI-200102', 'CNXT-201104'] [59.40644, 12751.72, 109., 238.5259] [42.83672, 9539.046, 129.5938, 303.6601] [420.82979556 1.96051984 229.35779817 104.81042101] -0.017215 1011.594623 0 1011.594623 3707.830 23.441859
1999-11-30 ['QCOM', 'RNWK', 'CNXT-201104', 'VIAV'] [30.55173, 187.5246, 212.9214, 260.1058] [59.40644, 161.7316, 238.5259, 366.8487] [818.28426737 133.31584229 117.41421952 96.11473485] 0.334386 1029.313760 0 1029.313760 2966.710 18.556427
1999-10-29 ['QCOM', 'VIAV', 'STCN', 'CNXT-201104'] [18.78323, 189.7493, 471.2632, 167.7767] [30.55173, 260.1058, 634.3616, 212.9214] [1330.97449161 131.75279171 53.04891195 149.00757972] 0.403123 771.376101 0 771.376101 2637.440 16.385893
1999-09-30 ['STCN', 'QCOM', 'EYE-200505', 'CNET-200806'] [441.3887, 15.9531, 79.125, 56.] [471.2632, 18.78323, 62.5625, 47.1875] [ 56.63942008 1567.09354295 315.95576619 446.42857143] -0.030400 549.756447 0 549.756447 2407.900 14.872775
1999-08-31 ['QCOM', 'STCN', 'EYE-200505', 'VIAV'] [16.20607, 361.4543, 90.5, 120.601] [15.9531, 441.3887, 79.125, 129.4133] [1542.63186571 69.16503691 276.24309392 207.29513022] 0.038229 566.993131 0 566.993131 2396.870 14.800066
1999-07-30 ['STCN', 'EYE-200505', 'QCOM', 'ATML-201604'] [396.9807, 101.25, 13.15458, 7.350841] [361.4543, 90.5, 16.20607, 9.693247] [ 62.97535371 246.91358025 1900.47876861 3400.97139905] 0.088741 546.115634 0 546.115634 2270.930 13.969875
1999-06-30 ['STCN', 'QCOM', 'CNET-200806', 'AABA-201910'] [491.1795, 12.10053, 57.625, 11.73879] [396.9807, 13.15458, 40., 9.298177] [ 50.89788967 2066.02520716 433.83947939 2129.69139068] -0.154610 501.602711 0 501.602711 2296.770 14.140211
1999-05-31 ['STCN', 'IMNX-200207', 'AABA-201910', 'QCOM'] [446.2332, 21.6875, 10.08616, 8.200534] [491.1795, 21.23958, 11.73879, 12.10053] [ 56.02451812 1152.73775216 2478.64400327 3048.5819582 ] 0.179875 593.338824 0 593.338824 2089.700 12.775214
1999-04-30 ['AMZN', 'STCN', 'AABA-201910', 'ATHMA-200109'] [86.03125, 548.1025, 11.9049, 71.96875] [59.375, 446.2332, 10.08616, 63.375] [ 290.59208137 45.61190653 2099.97564028 347.37299175] -0.191971 502.882786 0 502.882786 2136.390 13.082993
1999-03-31 ['AMZN', 'STCN', 'AABA-201910', 'ATHMA-200109'] [86.09375, 394.1547, 11.47471, 78.75] [86.03125, 548.1025, 11.9049, 71.96875] [ 290.38112523 63.42687275 2178.70429841 317.46031746] 0.085308 622.357306 0 622.357306 2106.390 12.885234
1999-02-26 ['AMZN', 'AABA-201910', 'NSCP-199903', 'DELL-201310'] [64.0625, 10.46098, 77.4375, 38.39069] [86.09375, 11.47471, 97.625, 39.16928] [ 390.24390244 2389.83345729 322.84100081 651.19954864] 0.180446 573.438645 0 573.438645 1925.280 11.691365
1999-01-29 ['AABA-201910', 'AMZN', 'NSCP-199903', 'DELL-201310'] [12.07102, 58.46875, 73.8125, 47.91349] [10.46098, 64.0625, 77.4375, 38.39069] [2071.07601512 427.57883485 338.69602032 521.77372176] -0.046837 485.781439 0 485.781439 2127.190 13.022347
1998-12-31 ['AMZN', 'AABA-201910', 'NSCP-199903', 'DELL-201310'] [53.54167, 8.073611, 60.75, 35.06669] [58.46875, 12.07102, 73.8125, 47.91349] [ 466.92604097 3096.5078699 411.52263374 712.92728227] 0.292129 509.652116 0 509.652116 1836.010 11.102900
1998-11-30 ['AABA-201910', 'DELL-201310', 'WWWW-200709', 'AAPL'] [6.542373, 29.13739, 227.5, 0.2441717] [8.073611, 35.06669, 173.125, 0.3129794] [ 3821.24345402 858.00409714 109.89010989 102386.96785909] 0.120083 394.428081 0 394.428081 1557.960 9.270007
1998-10-30 ['AABA-201910', 'DELL-201310', 'AAPL', 'BGEN-200311'] [4.459547, 31.38334, 0.2838317, 34.75] [6.542373, 29.13739, 0.2441717, 37.9375] [ 5605.95055955 796.60099913 88080.36593517 719.42446043] 0.086870 352.141727 0 352.141727 1400.520 8.232169
1998-09-30 ['AABA-201910', 'DELL-201310', 'AAPL', 'PAYX'] [4.412694, 31.50312, 0.291477, 12.13888] [4.459547, 31.38334, 0.2838317, 11.73376] [ 5665.47329137 793.57219221 85770.06075951 2059.4980756 ] -0.013197 323.996204 0 323.996204 1345.480 7.869347
1998-08-31 ['DELL-201310', 'CTXS', 'MCIC-199809', 'CSCO'] [23.95675, 10.99768, 50., 9.868285] [31.50312, 13.55029, 59.3125, 11.17527] [1043.54722573 2273.20671269 500. 2533.36826004] 0.216449 328.329135 0 328.329135 1140.340 6.517073
1998-07-31 ['DELL-201310', 'TCOMA-199903', 'MCIC-199809', 'SPLS-201709'] [26.02302, 41.75, 64.75, 10.51884] [23.95675, 33., 50., 8.679041] [ 960.68788327 598.80239521 386.1003861 2376.68792376] -0.172922 269.907788 0 269.907788 1377.260 8.078840
1998-06-30 ['TCOMA-199903', 'DELL-201310', 'CTXS', 'AFM-200008'] [38.4375, 22.23486, 13.04931, 49.65625] [41.75, 26.02302, 12.15471, 48.25] [ 650.40650407 1124.36057614 1915.81010797 503.46129641] 0.039919 326.338860 0 326.338860 1337.340 7.815689
1998-05-29 ['DELL-201310', 'TCOMA-199903', 'CPWR-201412', 'SPOT-200408'] [19.73437, 34.3125, 20.80565, 54.625] [22.23486, 38.4375, 23.15514, 56.875] [1266.82534076 728.59744991 1201.59668167 457.66590389] 0.100260 313.811948 0 313.811948 1192.070 6.858075
1998-04-30 ['DELL-201310', 'CTXS', 'AFM-200008', 'RXSD-200007'] [19.34507, 11.8565, 47.4375, 31.9375] [19.73437, 9.95994, 41.8125, 33.5] [1292.31892157 2108.54805381 527.00922266 782.77886497] -0.052372 285.216080 0 285.216080 1248.120 7.227554
1998-03-31 ['CTXS', 'RXSD-200007', 'DELL-201310', 'AFM-200008'] [10.34164, 34.0625, 16.2307, 45.875] [11.8565, 31.9375, 19.34507, 47.4375] [2417.41155175 733.94495413 1540.29093015 544.95912807] 0.077509 300.979023 0 300.979023 1220.660 7.046539
1998-02-27 ['CTXS', 'DELL-201310', 'AFM-200008', 'RXSD-200007'] [8.027592, 16.75475, 44.75, 37.] [10.34164, 16.2307, 45.875, 34.0625] [3114.25892098 1492.11417658 558.65921788 675.67567568] 0.050683 279.328439 0 279.328439 1194.130 6.871655
1998-01-30 ['CTXS', 'DELL-201310', 'CPWR-201412', 'AW-200812'] [8.747252, 11.91099, 17.66358, 20.75] [8.027592, 16.75475, 19.07893, 21.5] [2858.04044516 2098.90193846 1415.34162384 1204.81927711] 0.110166 265.854162 0 265.854162 1071.130 6.060844
1997-12-31 ['DELL-201310', 'TCOMA-199903', 'MLKN', 'GNCI-199908'] [10.06183, 27.9375, 20.15741, 34.] [11.91099, 28., 21.38117, 36.0625] [2484.63748642 894.85458613 1240.2387013 735.29411765] 0.076847 239.472488 0 239.472488 990.800 5.531312
1997-11-28 ['DELL-201310', 'CPWR-201412', 'GNCI-199908', 'NXTL-200508'] [10.08429, 15.82362, 34.125, 12.625] [10.06183, 14.49319, 34., 13.] [2479.10363546 1579.91660568 732.6007326 1980.1980198 ] -0.015066 222.382980 0 222.382980 1050.510 5.924918
1997-10-31 ['DELL-201310', 'QMCO', 'CPWR-201412', 'MLKN'] [9.597672, 213.125, 14.97441, 18.00134] [10.08429, 179.4294, 15.82362, 18.74893] [2604.79833026 117.30205279 1669.51485902 1388.78550152] -0.002290 225.784766 0 225.784766 1019.620 5.721292
1997-09-30 ['DELL-201310', 'QMCO', 'AMAT', 'KLAC'] [11.60405, 258.1929, 8.926508, 18.49136] [9.597672, 213.125, 6.255585, 12.02537] [2154.42022397 96.82682986 2800.64724078 1351.98276384] -0.249086 226.303024 0 226.303024 1097.170 6.232498
1997-08-29 ['DELL-201310', 'QMCO', 'AMAT', 'KLAC'] [9.829752, 236.2908, 8.844506, 19.39796] [11.60405, 258.1929, 8.926508, 18.49136] [2543.29915953 105.80183401 2826.61349317 1288.79531662] 0.058932 301.370029 0 301.370029 1074.170 6.080883
1997-07-31 ['DELL-201310', 'AMAT', 'QMCO', 'KLAC'] [10.24151, 8.610214, 195.856, 16.57551] [9.829752, 8.844506, 236.2908, 19.39796] [2441.04629103 2903.5282979 127.64480026 1508.24921827] 0.090934 284.598042 0 284.598042 1107.030 6.297495
1997-06-30 ['DELL-201310', 'QMCO', 'AMAT', 'KLAC'] [7.033551, 136.8886, 6.636308, 13.34251] [10.24151, 195.856, 8.610214, 16.57551] [3554.3923688 182.63025555 3767.15486985 1873.7104188 ] 0.356653 260.875575 0 260.875575 957.300 5.310481
1997-05-30 ['DELL-201310', 'ALTR-201512', 'QMCO', 'CPWR-201412'] [6.737835, 11.95488, 130.9919, 10.5019] [7.033551, 11.39097, 136.8886, 10.81328] [3710.39065219 2091.19623116 190.8514954 2380.5216199 ] 0.017846 192.293527 0 192.293527 958.850 5.320699
1997-04-30 ['DELL-201310', 'MFE-201102', 'ALTR-201512', 'MSFT'] [5.015944, 37.16667, 11.1654, 9.568385] [6.737835, 43.83334, 11.95488, 9.765265] [4984.10668062 672.64567958 2239.05995307 2612.77112073] 0.153485 188.921995 0 188.921995 874.740 4.766249
1997-03-31 ['DELL-201310', 'CPWR-201412', 'AN', 'INTC'] [4.050187, 7.10506, 31.36972, 10.52766] [5.015944, 8.548718, 22.34246, 11.591] [6172.5545018 3518.61912496 796.94686468 2374.69675122] 0.063717 163.783673 0 163.783673 797.060 4.254186
1997-02-28 ['DELL-201310', 'CPWR-201412', 'INTC', 'AN'] [4.259809, 7.048446, 10.73575, 32.04676] [4.050187, 7.10506, 10.52766, 31.36972] [5868.80773293 3546.88111394 2328.66823464 780.11006417] -0.020422 153.972928 0 153.972928 850.460 4.606196
1997-01-31 ['DELL-201310', 'CPWR-201412', 'AN', 'PAIR-200006'] [3.96035, 7.727815, 37.80164, 41.] [4.259809, 7.048446, 32.04676, 29.5] [6312.57338367 3235.06709206 661.34696802 609.75609756] -0.111256 157.182863 0 157.182863 921.550 5.074819
1996-12-31 ['DELL-201310', 'APCC-200702', 'CPWR-201412', 'PAIR-200006'] [3.181755, 12.78524, 5.675556, 30.5] [3.96035, 12.66794, 7.727815, 41.] [7857.29888065 1955.37979733 4404.85478427 819.67213115] 0.235347 176.859579 0 176.859579 821.360 4.414370
1996-11-29 ['CPWR-201412', 'DELL-201310', 'APCC-200702', 'CSCC-199706'] [6.397385, 3.043255, 11.1431, 69.125] [5.675556, 3.181755, 12.78524, 55.125] [3907.84672175 8214.88833502 2243.5408459 361.6636528 ] -0.030621 143.165856 0 143.165856 834.010 4.497759
1996-10-31 ['CPWR-201412', 'CSCC-199706', 'AN', 'MFST-199612'] [5.97278, 72.625, 28.09734, 50.125] [6.397385, 69.125, 30.12847, 48.25] [4185.65559086 344.23407917 889.76394207 498.75311721] 0.014445 147.688244 0 147.688244 751.990 3.957086
1996-09-30 ['CSCC-199706', 'CNTO-199910', 'AN', 'BMC-201309'] [81.5, 35.5, 26.17904, 19.875] [72.625, 29.375, 28.09734, 20.75] [ 306.74846626 704.22535211 954.96244324 1257.86163522] -0.041032 145.585272 0 145.585272 737.570 3.862030
1996-08-30 ['CSCC-199706', 'CNTO-199910', 'ASND-199906', 'AN'] [68.125, 33.875, 52.375, 23.58371] [81.5, 35.5, 66.125, 26.17904] [ 366.97247706 738.00738007 477.32696897 1060.05374048] 0.154220 151.814588 0 151.814588 663.570 3.374225
1996-07-31 ['CSCC-199706', 'ASND-199906', 'IT', 'HBOC-199901'] [61.5, 48.5, 30.7469, 15.24056] [68.125, 52.375, 29.45105, 13.59209] [ 406.50406504 515.46391753 813.09010014 1640.35967182] 0.009328 131.530080 0 131.530080 636.010 3.192551
1996-06-28 ['HBOC-199901', 'JAVA-201001', 'IT', 'USRX-199706'] [16.85793, 14.71875, 34.51664, 85.5] [15.24056, 13.65625, 30.7469, 53.75] [1482.98159976 1698.51380042 724.28834325 292.39766082] -0.162172 130.314525 0 130.314525 677.300 3.464733
1996-05-31 ['USRX-199706', 'PSFT-200501', 'JAVA-201001', 'TWX-201806'] [91.75, 17.42852, 15.65625, 5.379965] [85.5, 17.55169, 14.71875, 4.165902] [ 272.47956403 1434.43046225 1596.80638723 4646.87037927] -0.086649 155.538527 0 155.538527 692.390 3.564206
1996-04-30 ['USRX-199706', 'TWX-201806', 'CNTO-199910', 'IT'] [78.25, 6.09412, 40., 32.27835] [91.75, 5.379965, 35.375, 33.69201] [ 319.48881789 4102.31501841 625. 774.51294753] -0.004123 170.294397 0 170.294397 666.730 3.395056
1996-03-29 ['USRX-199706', 'IT', 'CNTO-199910', 'TWX-201806'] [64.625, 28.74423, 36.125, 5.332355] [78.25, 32.27835, 40., 6.09412] [ 386.84719536 869.73977038 692.04152249 4688.36002104] 0.145976 170.999456 0 170.999456 609.690 3.019051
1996-02-29 ['USRX-199706', 'JAVA-201001', 'TWX-201806', 'IT'] [62., 13.125, 4.677713, 25.50461] [64.625, 10.9375, 5.332355, 28.74423] [ 403.22580645 1904.76190476 5344.49206268 980.21494938] 0.035661 149.217249 0 149.217249 622.830 3.105669
1996-01-31 ['USRX-199706', 'JAVA-201001', 'PSFT-200501', 'IT'] [44.125, 11.5, 11.70113, 26.03473] [62., 13.125, 13.30233, 25.50461] [ 566.57223796 2173.91304348 2136.5457866 960.25578141] 0.165721 144.079303 0 144.079303 591.820 2.901252
1995-12-29 ['USRX-199706', 'JAVA-201001', 'NWACQ-200705', 'TWX-201806'] [43.875, 11.40625, 51., 3.570773] [44.125, 11.5, 45.125, 4.261123] [ 569.8005698 2191.78082192 490.19607843 7001.2851559 ] 0.023014 123.596757 0 123.596757 576.230 2.798484
1995-11-30 ['USRX-199706', 'NWACQ-200705', 'TWX-201806', 'ALTR-201512'] [54.875, 50.375, 3.892143, 6.541347] [43.875, 51., 3.570773, 5.610897] [ 455.5808656 496.27791563 6423.19668111 3821.84281005] -0.103215 120.816333 0 120.816333 593.720 2.913777
1995-10-31 ['USRX-199706', 'CRUS', 'ALTR-201512', 'EDCI-202003'] [46.25, 42.125, 6.823302, 5.568808] [54.875, 29., 6.541347, 4.96209] [ 540.54054054 593.47181009 3663.9152129 4489.29106552] -0.068839 134.721583 0 134.721583 598.780 2.947132
1995-09-29 ['USRX-199706', 'CRUS', 'ALTR-201512', 'XLNX-202202'] [42.625, 57.25, 7.034768, 8.480746] [46.25, 42.125, 6.823302, 8.106272] [ 586.51026393 436.68122271 3553.77746644 2947.85387984] -0.063341 144.681374 0 144.681374 585.080 2.856823
1995-08-31 ['ALTR-201512', 'CRUS', 'STRM-199607', 'XLNX-202202'] [7.062963, 54.5, 24.5, 7.555573] [7.034768, 57.25, 27.625, 8.480746] [3539.59096204 458.71559633 1020.40816327 3308.81588994] 0.074117 154.465367 0 154.465367 576.770 2.802044
1995-07-31 ['ALTR-201512', 'CRUS', 'STRM-199607', 'XLNX-202202'] [6.315784, 46., 27.125, 7.041589] [7.062963, 54.5, 24.5, 7.555573] [3958.33676389 543.47826087 921.65898618 3550.33501671] 0.069826 143.806874 0 143.806874 568.880 2.750033
1995-06-30 ['STRM-199607', 'TLAB-201312', 'ASCL-200504', 'COMS-201004'] [24.375, 8.146771, 101.5, 6.116393] [27.125, 7.533118, 118.5, 6.755419] [1025.64102564 3068.70047041 246.30541872 4087.37633439] 0.077365 134.420792 0 134.420792 538.030 2.546671
1995-05-31 ['STRM-199607', 'ASCL-200504', 'COMS-201004', 'XLNX-202202'] [19.125, 84.5, 5.842525, 4.948938] [24.375, 101.5, 6.116393, 5.521663] [1307.18954248 295.85798817 4278.97184864 5051.58884593] 0.159574 124.768075 0 124.768075 488.100 2.217535
1995-04-28 ['STRM-199607', 'ASCL-200504', 'COMS-201004', 'ANDW-200712'] [18.375, 78.75, 5.112209, 22.] [19.125, 84.5, 5.842525, 21.66667] [1360.54421769 317.46031746 4890.25390003 1136.36363636] 0.060385 107.598223 0 107.598223 469.560 2.095320
1995-03-31 ['STRM-199607', 'ASCL-200504', 'SXCL-201702', 'DELL-201310'] [21.5, 68.75, 127.1834, 0.6550673] [18.375, 78.75, 123.3294, 0.8197699] [ 1162.79069767 363.63636364 196.56653305 38164.01765132] 0.055308 101.470949 0 101.470949 447.150 1.947594
1995-02-28 ['STRM-199607', 'TLAB-201312', 'COMS-201004', 'SXCL-201702'] [18.5, 4.401372, 4.758462, 127.1834] [21.5, 4.930384, 5.169265, 127.1834] [1351.35135135 5680.04703988 5253.79839116 196.56653305] 0.092171 96.152934 0 96.152934 432.500 1.851022
1995-01-31 ['STRM-199607', 'TLAB-201312', 'DELL-201310', 'SMLS-199502'] [17.875, 4.210928, 0.6382227, 59.25] [18.5, 4.401372, 0.6213781, 68.125] [ 1398.6013986 5936.93361653 39171.2798683 421.94092827] 0.050897 88.038316 0 88.038316 405.330 1.671918
1994-12-30 ['STRM-199607', 'STCN', 'FORE-199906', 'ASND-199906'] [17.5, 3.976614, 16.875, 5.09375] [17.875, 3.720058, 16., 6.375] [1428.57142857 6286.75551613 1481.48148148 4907.97546012] 0.039149 83.774463 0 83.774463 404.270 1.664931
1994-11-30 ['STRM-199607', 'HOLX', 'CDWC-200710', 'FORE-199906'] [14.0625, 1.6875, 5.507918, 13.8125] [17.5, 1.875, 5.528168, 16.875] [ 1777.77777778 14814.81481481 4538.92015095 1809.95475113] 0.145238 80.618370 0 80.618370 404.820 1.668556
1994-10-31 ['HOLX', 'STRM-199607', 'ATML-201604', 'MFE-201102'] [1.953125, 14.15625, 4.546117, 2.962963] [1.6875, 14.0625, 4.191674, 2.839506] [12800. 1766.00441501 5499.1985468 8437.49989453] -0.065564 70.394432 0 70.394432 413.050 1.722808
1994-09-30 ['HOLX', 'PHS-200512', 'COMS-201004', 'STRM-199607'] [1.953125, 39.625, 3.411943, 9.3125] [1.953125, 37.25, 3.6744, 14.15625] [12800. 630.9148265 7327.20329736 2684.56375839] 0.134280 75.333591 0 75.333591 393.850 1.596243
1994-08-31 ['WDC', 'HOLX', 'STRM-199607', 'CDWC-200710'] [6.020983, 1.8125, 9.5, 4.130939] [5.970808, 1.953125, 9.3125, 4.535933] [ 4152.14592036 13793.10344828 2631.57894737 6051.8928021 ] 0.036889 66.415334 0 66.415334 397.900 1.622940
1994-07-29 ['HOLX', 'WDC', 'CDWC-200710', 'STRM-199607'] [1.4375, 6.121333, 3.239952, 7.6875] [1.8125, 6.020983, 4.130939, 9.5] [17391.30434783 4084.07776541 7716.16369625 3252.03252033] 0.188812 64.052513 0 64.052513 370.160 1.440079
1994-06-30 ['MCHP', 'WDC', 'HOLX', 'COMS-201004'] [1.375923, 5.117836, 1.34375, 2.344998] [1.249065, 6.121333, 1.4375, 2.436287] [18169.6214105 4884.87712385 18604.65116279 10660.98990276] 0.053144 53.879425 0 53.879425 360.300 1.375082
1994-05-31 ['JCOR-199905', 'WDC', 'MCHP', 'TLAB-201312'] [13.5, 5.619584, 1.210032, 2.994203] [12.25, 5.117836, 1.375923, 2.623895] [ 1851.85185185 4448.72787737 20660.61062848 8349.46728729] -0.042114 51.160541 0 51.160541 378.850 1.497363
1994-04-29 ['JCOR-199905', 'MCHP', 'IDTI-201903', 'MU'] [14.25, 1.092932, 15.0625, 9.007866] [13.5, 1.210032, 14.4375, 8.329191] [ 1754.38596491 22874.25018208 1659.75103734 2775.35212002] -0.015581 53.409855 0 53.409855 373.250 1.460448
1994-03-31 ['JCOR-199905', 'IDTI-201903', 'MU', 'MCHP'] [12.75, 12.6875, 8.206641, 0.9953486] [14.25, 15.0625, 9.007866, 1.092932] [ 1960.78431373 1970.44334975 3046.3133455 25116.82841569] 0.125127 54.255217 0 54.255217 382.960 1.524456
1994-02-28 ['JCOR-199905', 'MCHP', 'NTLDQ-200301', 'PDLI-202012'] [17., 1.157987, 9.599999, 0.9076731] [12.75, 0.9953486, 10.56, 0.7754877] [ 1470.58823529 21589.18882509 2604.16693793 27542.95571831] -0.109020 48.221395 0 48.221395 412.170 1.717007
1994-01-31 ['JCOR-199905', 'MCHP', 'EDCI-202003', 'NTLDQ-200301'] [13.75, 1.034382, 1.627546, 9.599999] [17., 1.157987, 1.454198, 9.599999] [ 1818.18181818 24169.02072929 15360.54894915 2604.16693793] 0.062338 54.121751 0 54.121751 413.990 1.729005
1993-12-31 ['JCOR-199905', 'MCHP', 'EDCI-202003', 'NTLDQ-200301'] [14.375, 1.014865, 1.675699, 11.28] [13.75, 1.034382, 1.627546, 9.599999] [ 1739.13043478 24633.8182911 14919.14717381 2216.31205674] -0.050480 50.945895 0 50.945895 398.280 1.625445
1993-11-30 ['JCOR-199905', 'EDCI-202003', 'MCHP', 'NTLDQ-200301'] [14.25, 1.50235, 0.83271, 11.76] [14.375, 1.675699, 1.014865, 11.28] [ 1754.38596491 16640.59639897 30022.45679768 2125.85034014] 0.075523 53.654360 0 53.654360 386.760 1.549506
1993-10-29 ['JCOR-199905', 'EDCI-202003', 'NTLDQ-200301', 'TIGO'] [14.75, 1.834601, 13.86, 14.1487] [14.25, 1.50235, 11.76, 13.29294] [ 1694.91525424 13626.94122591 1803.75180375 1766.94678663] -0.106750 49.886780 0 49.886780 390.985 1.577357
1993-09-30 ['JCOR-199905', 'EDCI-202003', 'NTLDQ-200301', 'TIGO'] [12., 1.70459, 13.5, 11.52435] [14.75, 1.834601, 13.86, 14.1487] [ 2083.33333333 14666.28338779 1851.85185185 2169.31974471] 0.139957 55.848610 0 55.848610 382.715 1.522841
1993-08-31 ['JCOR-199905', 'EDCI-202003', 'DIGI-199809', 'QCOM'] [14.5, 1.324187, 32.25, 1.580232] [12., 1.70459, 30.5625, 1.676464] [ 1724.13793103 18879.50870987 775.19379845 15820.46180561] 0.030858 48.991871 0 48.991871 372.650 1.456493
1993-07-30 ['JCOR-199905', 'DIGI-199809', 'QCOM', 'IAC'] [9.5, 27.5, 1.362444, 0.7682887] [14.5, 32.25, 1.580232, 0.757618] [ 2631.57894737 909.09090909 18349.37802948 32539.8512304 ] 0.211251 47.525348 0 47.525348 352.865 1.326071
1993-06-30 ['DIGI-199809', 'EDCI-202003', 'AKLMQ-200808', 'NTLDQ-200301'] [25.375, 0.8234035, 19.91667, 6.84] [27.5, 0.7463599, 20.75, 6.96] [ 985.22167488 30361.78495719 1255.22991544 3654.97076023] 0.012390 39.236572 0 39.236572 366.125 1.413481
1993-05-31 ['DIGI-199809', 'EDCI-202003', 'AKLMQ-200808', 'QVCN-199502'] [21.375, 0.7270991, 17.25, 68.] [25.375, 0.8234035, 19.91667, 63.5] [ 1169.59064327 34383.20856125 1449.27536232 367.64705882] 0.101999 38.756368 0 38.756368 368.110 1.426566
1993-04-30 ['DIGI-199809', 'AKLMQ-200808', 'COMR-200001', 'EDCI-202003'] [16.9375, 12.33333, 4.723145, 0.5746169] [21.375, 17.25, 5.084109, 0.7270991] [ 1476.01476015 2027.02757487 5293.08331631 43507.24804648] 0.250607 35.169136 0 35.169136 339.945 1.240903
1993-03-31 ['DIGI-199809', 'QVCN-199502', 'COMS-201004', 'AKLMQ-200808'] [13.625, 57., 1.614682, 12.83333] [16.9375, 52.5, 1.443514, 12.33333] [ 1834.86238532 438.59649123 15482.9248112 1948.05245404] 0.004801 28.121645 0 28.121645 359.420 1.369281
1993-02-26 ['DIGI-199809', 'CERN', 'QVCN-199502', 'ORCL'] [13.0625, 1.398143, 47., 0.6778684] [13.625, 1.360356, 57., 0.7606614] [ 1913.87559809 17880.86054145 531.91489362 36880.31482217] 0.087735 27.987281 0 27.987281 351.140 1.314700
1993-01-29 ['DIGI-199809', 'CERN', 'AKLMQ-200808', 'XRAY'] [13.5, 1.738232, 14.5, 6.791649] [13.0625, 1.398143, 11.33333, 5.381075] [ 1851.85185185 14382.42996332 1724.13793103 3680.99117019] -0.163536 25.729877 0 25.729877 370.560 1.442716
1992-12-31 ['CERN', 'DIGI-199809', 'AKLMQ-200808', 'ASCL-200504'] [1.670214, 11., 12.08333, 36.25] [1.738232, 13.5, 14.5, 37.25] [14968.14180698 2272.72727273 2068.96608799 689.65517241] 0.123896 30.760284 0 30.760284 360.185 1.374324
1992-11-30 ['DIGI-199809', 'ASCL-200504', 'CERN', 'AKLMQ-200808'] [9.25, 31.25, 1.602197, 10.08333] [11., 36.25, 1.670214, 12.08333] [ 2702.7027027 800. 15603.57434198 2479.33966259] 0.147497 27.369337 0 27.369337 350.960 1.313514
1992-10-30 ['CERN', 'ASCL-200504', 'DIGI-199809', 'PHS-200512'] [1.246993, 28.75, 8.625, 21.5] [1.602197, 31.25, 9.25, 22.625] [20048.22801732 869.56521739 2898.55072464 1162.79069767] 0.124149 23.851333 0 23.851333 329.155 1.169776
1992-09-30 ['PHS-200512', 'ASCL-200504', 'CERN', 'SXCL-201702'] [19.75, 23., 1.027824, 48.17553] [21.5, 28.75, 1.246993, 44.08062] [ 1265.82278481 1086.95652174 24323.23043634 518.93565053] 0.116711 21.217242 0 21.217242 313.185 1.064502
1992-08-31 ['ASCL-200504', 'CERN', 'SXCL-201702', 'PTC'] [18.75, 0.9371339, 46.00764, 13.35938] [23., 1.027824, 48.17553, 14.60938] [ 1333.33333333 26677.08424591 543.38801121 1871.34432885] 0.116032 18.999762 0 18.999762 299.260 0.972709
1992-07-31 ['ASCL-200504', 'CERN', 'SXCL-201702', 'HBOC-199901'] [18.875, 0.9975941, 46.00764, 1.082453] [18.75, 0.9371339, 46.00764, 1.006757] [ 1324.50331126 25060.29255786 543.38801121 23095.69099074] -0.034290 17.024389 0 17.024389 310.895 1.049407
1992-06-30 ['ASCL-200504', 'SXCL-201702', 'CERN', 'PTC'] [15., 44.08062, 0.7708682, 11.64062] [18.875, 46.00764, 0.9975941, 12.65625] [ 1666.66666667 567.14265816 32430.96550098 2147.65192919] 0.170854 17.628876 0 17.628876 301.230 0.985695
1992-05-29 ['ASCL-200504', 'SXCL-201702', 'PTC', 'CERN'] [16.625, 42.87622, 12.26562, 0.710408] [15., 44.08062, 11.64062, 0.7708682] [ 1503.7593985 583.07378775 2038.21739138 35191.04514589] -0.008876 15.056427 0 15.056427 315.295 1.078411
1992-04-30 ['ASCL-200504', 'PTC', 'APCC-200702', 'CERN'] [16.875, 11.40625, 3.313605, 0.5819299] [16.625, 12.26562, 3.313605, 0.710408] [ 1481.48148148 2191.78082192 7544.65302895 42960.50091257] 0.070327 15.191263 0 15.191263 307.860 1.029400
1992-03-31 ['ASCL-200504', 'APCC-200702', 'CMVT-201302', 'TECD-202006'] [14.375, 3.841436, 2.042868, 9.3125] [16.875, 3.313605, 1.588897, 7.875] [ 1739.13043478 6507.98295221 12237.69719825 2684.56375839] -0.085019 14.193109 0 14.193109 323.050 1.129532
1992-02-28 ['ASCL-200504', 'APCC-200702', 'CMVT-201302', 'CSCO'] [14.125, 4.207985, 1.588897, 0.4092953] [14.375, 3.841436, 2.042868, 0.3967402] [ 1769.91150442 5941.08581661 15734.1854129 61080.59388906] 0.046408 15.511918 0 15.511918 345.880 1.280026
1992-01-31 ['ASCL-200504', 'MEDI-200706', 'TECD-202006', 'APCC-200702'] [12.25, 6.75, 9.4375, 3.636168] [14.125, 6.208333, 10., 4.207985] [2040.81632653 3703.7037037 2649.00662252 6875.3698949 ] 0.072419 14.823972 0 14.823972 338.315 1.230158
1991-12-31 ['ASCL-200504', 'MEDI-200706', 'EYE-200505', 'FHCC-200501'] [6.875, 7.291667, 4.15625, 9.875] [12.25, 6.75, 4.5, 9.5] [3636.36363636 3428.57127184 6015.03759398 2531.64556962] 0.188066 13.822932 0 13.822932 330.855 1.180982
1991-11-29 ['EA', 'FHCC-200501', 'TECD-202006', 'QVCN-199502'] [2.093316, 7.46875, 6.875, 13.375] [2.372425, 9.875, 7., 14.25] [11942.77404845 3347.28033473 3636.36363636 1869.1588785 ] 0.134778 11.634817 0 11.634817 284.790 0.877324
1991-10-31 ['FHCC-200501', 'MEDI-200706', 'QVCN-199502', 'EA'] [9.0625, 8.75, 17.375, 2.00028] [7.46875, 5.75, 13.375, 2.093316] [ 2758.62068966 2857.14285714 1438.84892086 12498.25024497] -0.175606 10.252947 0 10.252947 292.505 0.928181
1991-09-30 ['FHCC-200501', 'TECD-202006', 'CE-200402', 'AMGN'] [7.625, 5.5625, 1.174211, 5.295073] [9.0625, 6., 1.064472, 5.750306] [ 3278.68852459 4494.38202247 21290.8923524 4721.37022474] 0.064923 12.436948 0 12.436948 287.535 0.895419
1991-08-30 ['FHCC-200501', 'TECD-202006', 'CSCO', 'DELL-201310'] [7., 5.75, 0.2278795, 0.325662] [7.625, 5.5625, 0.2059031, 0.3331485] [ 3571.42857143 4347.82608696 109707.10397381 76766.70904189] -0.004193 11.678731 0 11.678731 287.405 0.894562
1991-07-31 ['FHCC-200501', 'AMGN', 'CSCO', 'TECD-202006'] [6.5, 4.728029, 0.1971146, 4.53125] [7., 5.103397, 0.2278795, 5.75] [ 3846.15384615 5287.61562165 126829.77313705 5517.24137931] 0.145339 11.727909 0 11.727909 272.155 0.794034
1991-06-28 ['FHCC-200501', 'AMGN', 'USHC-199607', 'CSCO'] [5.4375, 3.765652, 12.93427, 0.1531719] [6.5, 4.728029, 12.28255, 0.1971146] [ 4597.70114943 6638.95654723 1932.84970856 163215.31560293] 0.171867 10.239682 0 10.239682 254.195 0.675643
1991-05-31 ['FHCC-200501', 'AMGN', 'USHC-199607', 'CSCO'] [5.09375, 3.905416, 15.00111, 0.1619604] [5.4375, 3.765652, 12.93427, 0.1531719] [ 4907.97546012 6401.3667174 1666.54334246 154358.71978582] -0.040086 8.737923 0 8.737923 279.000 0.839156
1991-04-30 ['AMGN', 'FHCC-200501', 'USHC-199607', 'CSCO'] [4.049174, 3.1875, 11.93422, 0.1494053] [3.905416, 5.09375, 15.00111, 0.1619604] [ 6174.09871742 7843.1372549 2094.81641867 167330.07463591] 0.225888 9.102821 0 9.102821 263.655 0.738003
1991-03-29 ['AMGN', 'USHC-199607', 'FHCC-200501', 'DELL-201310'] [4.192932, 14.00103, 3.65625, 0.2844864] [4.049174, 11.93422, 3.1875, 0.2333287] [ 5962.41484479 1785.58291783 6837.60683761 87877.6630447 ] -0.122484 7.425490 0 7.425490 264.905 0.746243
1991-02-28 ['FHCC-200501', 'USHC-199607', 'DELL-201310', 'AMGN'] [3.28125, 10.46952, 0.2520449, 2.915086] [3.65625, 14.00103, 0.2844864, 4.192932] [ 7619.04761905 2387.88406727 99188.67630331 8576.07631473] 0.254667 8.461938 0 8.461938 250.115 0.648748
1991-01-31 ['DELL-201310', 'USHC-199607', 'FHCC-200501', 'ASTA-199708'] [0.2258422, 10.07068, 2.796875, 23.5] [0.2520449, 10.46952, 3.28125, 24.5] [110696.76083566 2482.45401502 8938.54748603 1063.82978723] 0.092841 6.744369 0 6.744369 232.425 0.532136
1990-12-31 ['DELL-201310', 'APCC-200702', 'ASTA-199708', 'FHCC-200501'] [0.1846666, 1.070324, 18.625, 2.15625] [0.2258422, 1.070324, 23.5, 2.796875] [135379.11024517 23357.41326925 1342.28187919 11594.20289855] 0.195455 6.171409 0 6.171409 200.530 0.321885
1990-11-30 ['APCC-200702', 'FHCC-200501', 'ASTA-199708', 'DELL-201310'] [1.055662, 1.875, 13.5625, 0.1310135] [1.070324, 2.15625, 18.625, 0.1846666] [ 23681.82240149 13333.33333333 1843.31797235 190820.02999691] 0.236671 5.162395 0 5.162395 192.580 0.269479
1990-10-31 ['FHCC-200501', 'APCC-200702', 'ASTA-199708', 'NOVL-201104'] [1.5, 0.7184365, 10.375, 6.1875] [1.875, 1.055662, 13.5625, 7.875] [16666.66666667 34797.78658239 2409.63855422 4040.4040404 ] 0.324836 4.174428 0 4.174428 172.555 0.137475
1990-09-28 ['FHCC-200501', 'AN', 'NOVL-201104', 'ASTA-199708'] [1.375, 5.422802, 6.1875, 8.375] [1.5, 4.628081, 6.1875, 10.375] [18181.81818182 4610.16279038 4040.4040404 2985.07462687] 0.045791 3.150902 0 3.150902 177.055 0.167139
1990-08-31 ['AN', 'ASTA-199708', 'AMGN', 'FHCC-200501'] [6.498013, 9.0625, 1.445563, 1.3125] [5.422802, 8.375, 1.42959, 1.375] [ 3847.32994532 2758.62068966 17294.29986794 19047.61904762] -0.051190 3.012937 0 3.012937 193.615 0.276302
1990-07-31 ['AN', 'APCC-200702', 'WWWW-200709', 'ASTA-199708'] [7.573223, 0.8406196, 103.75, 10.25] [6.498013, 0.7330985, 88.75, 9.0625] [ 3301.1044307 29739.96799504 240.96385542 2439.02439024] -0.132579 3.175491 0 3.175491 223.385 0.472544
1990-06-29 ['WWWW-200709', 'ASTA-199708', 'MSFT', 'VTRS'] [120., 11.9375, 0.6650268, 3.052702] [103.75, 10.25, 0.5818908, 2.562372] [ 208.33333333 2094.2408377 37592.4699576 8189.4662499 ] -0.140603 3.660839 0 3.660839 238.460 0.571918
1990-05-31 ['ASTA-199708', 'MSFT', 'SMLS-199502', 'CNTO-199910'] [12.5, 0.6387761, 33., 21.625] [11.9375, 0.6650268, 36.375, 22.0625] [ 2000. 39137.3440553 757.57575758 1156.06936416] 0.029650 4.259776 0 4.259776 236.150 0.556691
1990-04-30 ['SMLS-199502', 'ASTA-199708', 'WWWW-200709', 'VTRS'] [26.25, 10.5, 85.625, 2.682999] [33., 12.5, 100., 2.777693] [ 952.38095238 2380.95238095 291.97080292 9317.93116583] 0.162699 4.137111 0 4.137111 205.815 0.356724
1990-03-30 ['SMLS-199502', 'SXCL-201702', 'VTRS', 'QMCO'] [28.25, 20.71548, 2.493611, 30.04529] [26.25, 17.34319, 2.682999, 31.44927] [ 884.95575221 1206.82697191 10025.62147825 832.07717416] -0.027727 3.558196 0 3.558196 213.145 0.405043
1990-02-28 ['SXCL-201702', 'VTRS', 'ASTA-199708', 'SMLS-199502'] [18.3067, 2.809258, 7.9375, 19.25] [20.71548, 2.493611, 8.375, 28.25] [1365.6202374 8899.14703456 3149.60629921 1298.7012987 ] 0.135468 3.659669 0 3.659669 207.915 0.370567
1990-01-31 ['SXCL-201702', 'VTRS', 'ERIC', 'SMLS-199502'] [15.53661, 2.55674, 2.657655, 19.] [18.3067, 2.809258, 2.360926, 19.25] [1609.10262921 9778.07676964 9406.78906781 1315.78947368] 0.044642 3.223050 0 3.223050 201.940 0.331180
1989-12-29 ['PHS-200512', 'SMLS-199502', 'VTRS', 'SXCL-201702'] [6.375, 24.5, 3.061775, 17.10231] [4.5, 19., 2.55674, 15.53661] [3921.56862745 1020.40816327 8165.19829184 1461.7908341 ] -0.193776 3.085316 0 3.085316 223.835 0.475511
1989-11-30 ['PHS-200512', 'CMVT-201302', 'SXCL-201702', 'SMLS-199502'] [6.8125, 0.9079413, 14.69354, 23.125] [6.375, 0.9079413, 17.10231, 24.5] [ 3669.72477064 27534.81970696 1701.42797447 1081.08108108] 0.039793 3.826873 0 3.826873 224.445 0.479532
1989-10-31 ['PHS-200512', 'CMVT-201302', 'SXCL-201702', 'SMLS-199502'] [6.1875, 0.9079413, 16.1388, 22.5] [6.8125, 0.9079413, 14.69354, 23.125] [ 4040.4040404 27534.81970696 1549.06188812 1111.11111111] 0.009809 3.680417 0 3.680417 222.615 0.467469
1989-09-29 ['PHS-200512', 'SMLS-199502', 'CMVT-201302', 'SXCL-201702'] [6.25, 25.875, 0.9079413, 16.01837] [6.1875, 22.5, 0.9079413, 16.1388] [ 4000. 966.18357488 27534.81970696 1560.708112 ] -0.033229 3.644666 0 3.644666 226.390 0.492353
1989-08-31 ['PHS-200512', 'SMLS-199502', 'INEL-199805', 'QMCO'] [6.1875, 23.875, 6.680806, 32.01087] [6.25, 25.875, 5.820399, 30.88768] [4040.4040404 1047.12041885 3742.06345761 780.98470926] -0.017501 3.769938 0 3.769938 222.005 0.463448
1989-07-31 ['SMLS-199502', 'PHS-200512', 'INEL-199805', 'QMCO'] [17.84375, 4.78125, 6.427745, 26.39493] [23.875, 6.1875, 6.680806, 32.01087] [1401.05078809 5228.75816993 3889.38889144 947.15159313] 0.221064 3.837092 0 3.837092 214.275 0.412492
1989-06-30 ['SMLS-199502', 'PHS-200512', 'APCC-200702', 'QMCO'] [12., 3.375, 0.3763239, 20.35779] [17.84375, 4.78125, 0.3616619, 26.39493] [ 2083.33333333 7407.40740741 66432.13465847 1228.03113698] 0.290309 3.142416 0 3.142416 204.585 0.348616
1989-05-31 ['APCC-200702', 'PHS-200512', 'MCIC-199809', 'ROST'] [0.3792563, 3.84375, 19.12895, 0.4591083] [0.3763239, 3.375, 17.7188, 0.3986993] [65918.48309441 6504.06504065 1306.9196166 54453.38278572] -0.083745 2.435398 0 2.435398 214.545 0.414272
1989-04-28 ['INEL-199805', 'PHS-200512', 'SMLS-199502', 'ROST'] [4.251422, 3.21875, 9.5, 0.3745357] [5.111829, 3.84375, 9.75, 0.4591083] [ 5880.38543339 7766.99029126 2631.57894737 66749.31121386] 0.162170 2.657992 0 2.657992 200.470 0.321490
1989-03-31 ['INEL-199805', 'ROST', 'PHS-200512', 'MCIC-199809'] [3.7453, 0.3382903, 2.8125, 14.04016] [4.251422, 0.3745357, 3.21875, 16.5539] [ 6675.03270766 73901.0252437 8888.88888889 1780.60648881] 0.141440 2.287095 0 2.287095 185.870 0.225247
1989-02-28 ['ROST', 'MCIC-199809', 'SMLS-199502', 'APCC-200702'] [0.3201676, 11.95559, 7.6875, 0.2424112] [0.3382903, 14.04016, 9., 0.2345915] [ 78084.10345082 2091.07204245 3252.03252033 103130.54842351] 0.092359 2.003691 0 2.003691 183.790 0.211536
1989-01-31 ['SMLS-199502', 'INEL-199805', 'MCIC-199809', 'SVC-200605'] [7.9375, 3.239179, 12.32346, 5.977245] [7.6875, 3.087342, 11.95559, 6.220223] [3149.60629921 7718.00508709 2028.65104443 4182.52890755] -0.016893 1.834279 0 1.834279 186.470 0.229202
1988-12-30 ['SMLS-199502', 'SVC-200605', 'MCIC-199809', 'CE-200402'] [7.0625, 5.481904, 11.09724, 0.2011888] [7.9375, 5.977245, 12.32346, 0.2011888] [ 3539.82300885 4560.45928568 2252.81241101 124261.39029608] 0.081188 1.865798 0 1.865798 177.410 0.169479
1988-11-30 ['MNST', 'SMLS-199502', 'ROST', 'SVC-200605'] [0.1576255, 6.625, 0.2627791, 5.578928] [0.1100404, 7.0625, 0.2537178, 5.481904] [158603.77921085 3773.58490566 95136.94201708 4481.14763266] -0.071931 1.725693 0 1.725693 169.185 0.115260
1988-10-31 ['MNST', 'SMLS-199502', 'CE-200402', 'SVC-200605'] [0.1665476, 5.875, 0.2158208, 5.190829] [0.1576255, 6.625, 0.1920439, 5.578928] [150107.23660983 4255.31914894 115836.84241741 4816.18639335] 0.009671 1.859444 0 1.859444 174.780 0.152142
1988-09-30 ['SMLS-199502', 'CE-200402', 'MNST', 'SVC-200605'] [6.71875, 0.2341107, 0.1040923, 5.035589] [5.875, 0.2158208, 0.1665476, 5.190829] [ 3720.93023256 106787.08833044 240171.46321102 4964.66252508] 0.106780 1.841633 0 1.841633 179.365 0.182367
1988-08-31 ['CMVT-201302', 'FAST', 'MCIC-199809', 'CE-200402'] [0.4539707, 0.08172349, 8.093018, 0.1938729] [0.4539707, 0.1019325, 10.05496, 0.2341107] [ 55069.63334858 305909.59832968 3089.0824659 128950.46187476] 0.174314 1.663955 0 1.663955 170.995 0.127192
1988-07-29 ['CE-200402', 'CMVT-201302', 'FAST', 'MCIC-199809'] [0.1975309, 0.4539707, 0.08601712, 8.399571] [0.1938729, 0.4539707, 0.08172349, 8.093018] [126562.47706055 55069.63334858 290639.81681786 2976.34248225] -0.026233 1.416959 0 1.416959 181.160 0.194199
1988-06-30 ['CE-200402', 'CMVT-201302', 'MU', 'FAST'] [0.2341107, 0.4539707, 2.164174, 0.07569589] [0.1975309, 0.4539707, 1.895181, 0.08601712] [106787.08833044 55069.63334858 11551.75138413 330268.92213038] -0.036048 1.455131 0 1.455131 189.025 0.246045
1988-05-31 ['CE-200402', 'MU', 'MCIC-199809', 'WCOEQ-200404'] [0.2011888, 2.090812, 6.866803, 0.9401441] [0.2341107, 2.164174, 6.866803, 0.8196128] [124261.39029608 11957.0769634 3640.70441514 26591.66823469] 0.017630 1.509548 0 1.509548 173.345 0.142683
1988-04-29 ['CE-200402', 'MCIC-199809', 'WCOEQ-200404', 'FAST'] [0.168267, 6.68287, 0.9642503, 0.07053528] [0.2011888, 6.866803, 0.9401441, 0.07441606] [148573.39823019 3740.90772378 25926.87811453 354432.56197466] 0.063299 1.483395 0 1.483395 175.920 0.159657
1988-03-31 ['CE-200402', 'MCIC-199809', 'MU', 'ADCT-201012'] [0.175583, 5.456656, 1.748457, 4.648438] [0.168267, 6.68287, 1.968542, 4.621094] [142382.80471344 4581.56057483 14298.32131988 5378.15068201] 0.075761 1.395088 0 1.395088 173.260 0.142123
1988-02-29 ['MU', 'CE-200402', 'MCIC-199809', 'ADCT-201012'] [1.882954, 0.1280293, 5.579277, 4.210938] [1.748457, 0.175583, 5.456656, 4.648438] [ 13277.01048459 195267.8019797 4480.86732385 5936.91951769] 0.095479 1.296839 0 1.296839 172.640 0.138036
1988-01-29 ['MU', 'MCIC-199809', 'ASCL-200504', 'CA-201811'] [1.381648, 5.272724, 10.75, 3.047472] [1.882954, 5.579277, 10.25, 3.021087] [18094.33372321 4741.38225327 2325.58139535 8203.52081988] 0.091450 1.183809 0 1.183809 159.130 0.048978
1987-12-31 ['MU', 'ORCL', 'ASCL-200504', 'CE-200402'] [1.442783, 0.1500625, 12.125, 0.1042524] [1.381648, 0.1448879, 10.75, 0.09876543] [ 17327.62307291 166597.25114536 2061.8556701 239802.63284107] -0.060722 1.084620 0 1.084620 156.250 0.029993
1987-11-30 ['ORCL', 'ADBE', 'MSFT', 'ASCL-200504'] [0.1125468, 0.692176, 0.1957909, 9.125] [0.1500625, 0.8420286, 0.2373458, 12.125] [222129.81621868 36117.98155382 127687.24184832 2739.7260274 ] 0.272709 1.154739 0 1.154739 137.125 -0.096078
1987-10-30 ['ORCL', 'MSFT', 'AAPL', 'CA-201811'] [0.1293642, 0.2176578, 0.2703218, 2.875969] [0.1125468, 0.1957909, 0.2314584, 2.532964] [193252.84738745 114859.19640831 92482.36731185 8692.72234854] -0.123375 0.907308 0 0.907308 150.070 -0.010745
1987-09-30 ['ORCL', 'MSFT', 'ADBE', 'AAPL'] [0.1681734, 0.2898473, 1.098919, 0.3954222] [0.1293642, 0.2176578, 0.6422252, 0.2703218] [148656.08948859 86252.31285577 22749.62940854 63223.56205595] -0.302946 1.035000 0 1.035000 205.505 0.354680
1987-08-31 ['MSFT', 'ORCL', 'ADBE', 'AAPL'] [0.259777, 0.1384197, 0.9205227, 0.3779256] [0.2898473, 0.1681734, 1.098919, 0.3954222] [ 96236.38736301 180610.12991648 27158.48289238 66150.58625296] 0.142701 1.484822 0 1.484822 209.575 0.381510
1987-07-31 ['ADBE', 'MSFT', 'ORCL', 'JAVA-201001'] [0.9419303, 0.205635, 0.1177214, 2.164062] [0.9205227, 0.259777, 0.1384197, 2.421875] [ 26541.24195814 121574.63466822 212365.80604716 11552.34923953] 0.133881 1.299397 0 1.299397 196.350 0.294331
1987-06-30 ['ADBE', 'MSFT', 'ORCL', 'ADSK'] [0.9918811, 0.2231311, 0.1151341, 2.683018] [0.9419303, 0.205635, 0.1177214, 2.57676] [ 25204.63390219 112041.75482485 217138.10243881 9317.86518018] -0.036476 1.145973 0 1.145973 189.240 0.247462
1987-05-29 ['ADBE', 'MSFT', 'LOTS-199507', 'TECD-202006'] [1.37008, 0.252125, 34.375, 4.] [0.9918811, 0.2231311, 29.25, 2.78125] [18247.10965783 99157.16410511 727.27272727 6250. ] -0.211204 1.189356 0 1.189356 188.770 0.244364
1987-04-30 ['ADBE', 'SMLS-199502', 'MSFT', 'LOTS-199507'] [1.384352, 5.1875, 0.2275018, 34.5] [1.37008, 4.9375, 0.252125, 34.375] [ 18058.99077691 4819.27710843 109889.24043678 724.63768116] 0.011527 1.507813 0 1.507813 184.830 0.218392
1987-03-31 ['ADBE', 'SMLS-199502', 'ADSK', 'MSFT'] [0.9847453, 6.96875, 3.267438, 0.2116464] [1.384352, 5.1875, 2.975228, 0.2275018] [ 25387.27526803 3587.44394619 7651.25459152 118121.54612599] 0.033919 1.490630 0 1.490630 186.040 0.226368
1987-02-27 ['ADBE', 'MSFT', 'ADSK', 'LOTS-199507'] [0.649361, 0.1678995, 2.426192, 23.] [0.9847453, 0.2116464, 3.267438, 22.25] [ 38499.38631978 148898.59707742 10304.21335162 1086.95652174] 0.272791 1.441729 0 1.441729 182.750 0.204680
1987-01-30 ['LOTS-199507', 'MSFT', 'ADBE', 'TEVA'] [21.83333, 0.1599718, 0.4852368, 0.3684024] [23., 0.1678995, 0.649361, 0.3805062] [ 1145.03834275 156277.54391712 51521.23664157 67860.57854129] 0.118521 1.132730 0 1.132730 166.675 0.098715
1986-12-31 ['SMLS-199502', 'TIGO', 'LOTS-199507', 'TEVA'] [3.375, 2.453202, 17.25, 0.2925549] [3.5, 2.766984, 21.83333, 0.3684024] [ 7407.40740741 10190.76292943 1449.27536232 85454.04640291] 0.172476 1.012704 0 1.012704 141.405 -0.067864
1986-11-28 ['TIGO', 'WCOEQ-200404', 'LGNT-199511', 'LOTS-199507'] [3.194869, 0.6026565, 17.5, 18.] [2.453202, 0.3615939, 15.875, 17.25] [ 7825.04697376 41483.00068115 1428.57142857 1388.88888889] -0.191667 0.863731 0 0.863731 147.940 -0.024786
1986-10-31 ['TIGO', 'LGNT-199511', 'LOTS-199507', 'CA-201811'] [2.510254, 16.5, 15.83333, 1.543525] [3.194869, 17.5, 18., 1.510543] [ 9959.15154403 1515.15151515 1578.94770083 16196.69263536] 0.112202 1.068533 0 1.068533 144.480 -0.047594
1986-09-30 ['TIGO', 'DZB-200104', 'JBHT', 'ADSK'] [2.053844, 11.47418, 3.189916, 1.142275] [2.510254, 10.55791, 3.085943, 1.310482] [12172.29740915 2178.80493421 7837.19696694 21886.14825677] 0.064257 0.960737 0 0.960737 137.495 -0.093639
1986-08-29 ['CHIR-200604', 'AMGN', 'TIGO', 'LGNT-199511'] [5.4375, 0.3474143, 2.053844, 15.] [4.625, 0.2815254, 2.053844, 14.25] [ 4597.70114943 71960.19277272 12172.29740915 1666.66666667] -0.097270 0.902730 0 0.902730 151.700 0.000000