4 Months NDx100_topN_4_BM

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55 Months NDx100_topN_4_BM

( Interactive Figure)


110 Months NDx100_topN_4_BM

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220 Months NDx100_topN_4_BM

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topNstocks topNbegPrices topNendPrices topN_4_positions topN_4_monthlyReturn topN_4_aggregateReturn SELL TimetopN_4_AggRet benchmark benchmarkAggRet
Date
2000-01-31 ['QCOM', 'BVSN-202005', 'VIAV', 'SDLI-200102'] [42.83672, 9539.046, 463.7842, 129.5938] [48.04374, 18925.11, 599.5225, 205.] [583.61144364 2.62080715 53.90438053 192.91046331] 0.495015 705.388348 0 705.388348 3570.050 22.533619
1999-12-31 ['QCOM', 'BVSN-202005', 'VSTR-200105', 'ITWO-201001'] [59.40644, 12751.72, 141.2531, 1218.75] [42.83672, 9539.046, 116.5012, 1203.906] [420.82979556 1.96051984 176.98726612 20.51282051] -0.179568 471.827019 0 471.827019 3707.830 23.441859
1999-11-30 ['QCOM', 'VIAV', 'CNXT-201104', 'VSTR-200105'] [30.55173, 260.1058, 212.9214, 91.56328] [59.40644, 366.8487, 238.5259, 141.2531] [818.28426737 96.11473485 117.41421952 273.03521674] 0.504443 575.095871 0 575.095871 2966.710 18.556427
1999-10-29 ['QCOM', 'VSTR-200105', 'CNXT-201104', 'VIAV'] [18.78323, 98.01489, 167.7767, 189.7493] [30.55173, 91.56328, 212.9214, 260.1058] [1330.97449161 255.06328681 149.00757972 131.75279171] 0.300146 382.264918 0 382.264918 2637.440 16.385893
1999-09-30 ['QCOM', 'CNXT-201104', 'EYE-200505', 'STCN'] [15.9531, 130.493, 79.125, 441.3887] [18.78323, 167.7767, 62.5625, 471.2632] [1567.09354295 191.58115761 315.95576619 56.63942008] 0.080370 294.016979 0 294.016979 2407.900 14.872775
1999-08-31 ['QCOM', 'EYE-200505', 'CNXT-201104', 'STCN'] [16.20607, 90.5, 129.1454, 361.4543] [15.9531, 79.125, 130.493, 441.3887] [1542.63186571 276.24309392 193.58025915 69.16503691] 0.022570 272.144735 0 272.144735 2396.870 14.800066
1999-07-30 ['QCOM', 'EYE-200505', 'STCN', 'CNXT-201104'] [13.15458, 101.25, 396.9807, 112.9741] [16.20607, 90.5, 361.4543, 129.1454] [1900.47876861 246.91358025 62.97535371 221.28965843] 0.044862 266.137923 0 266.137923 2270.930 13.969875
1999-06-30 ['STCN', 'QCOM', 'CNET-200806', 'IMNX-200207'] [491.1795, 12.10053, 57.625, 21.23958] [396.9807, 13.15458, 40., 18.8125] [ 50.89788967 2066.02520716 433.83947939 1177.04775706] -0.131200 254.711014 0 254.711014 2296.770 14.140211
1999-05-31 ['STCN', 'IMNX-200207', 'QCOM', 'AMZN'] [446.2332, 21.6875, 8.200534, 59.375] [491.1795, 21.23958, 12.10053, 62.5625] [ 56.02451812 1152.73775216 3048.5819582 421.05263158] 0.152333 293.175783 0 293.175783 2089.700 12.775214
1999-04-30 ['STCN', 'AMZN', 'AABA-201910', 'QCOM'] [548.1025, 86.03125, 11.9049, 8.432425] [446.2332, 59.375, 10.08616, 8.200534] [ 45.61190653 290.59208137 2099.97564028 2964.7462029 ] -0.168994 254.419272 0 254.419272 2136.390 13.082993
1999-03-31 ['STCN', 'AMZN', 'AABA-201910', 'ATHMA-200109'] [394.1547, 86.09375, 11.47471, 78.75] [548.1025, 86.03125, 11.9049, 71.96875] [ 63.42687275 290.38112523 2178.70429841 317.46031746] 0.085308 306.158003 0 306.158003 2106.390 12.885234
1999-02-26 ['AMZN', 'AABA-201910', 'NSCP-199903', 'JAVA-201001'] [64.0625, 10.46098, 77.4375, 48.65625] [86.09375, 11.47471, 97.625, 62.53125] [ 390.24390244 2389.83345729 322.84100081 513.80860629] 0.246667 282.093306 0 282.093306 1925.280 11.691365
1999-01-29 ['AABA-201910', 'AMZN', 'NSCP-199903', 'JAVA-201001'] [12.07102, 58.46875, 73.8125, 55.875] [10.46098, 64.0625, 77.4375, 48.65625] [2071.07601512 427.57883485 338.69602032 447.42729306] -0.029448 226.278076 0 226.278076 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 233.143785 0 233.143785 1836.010 11.102900
1998-11-30 ['AABA-201910', 'DELL-201310', 'WWWW-200709', 'JAVA-201001'] [6.542373, 29.13739, 227.5, 37.03125] [8.073611, 35.06669, 173.125, 42.8125] [3821.24345402 858.00409714 109.89010989 675.10548523] 0.088663 180.433776 0 180.433776 1557.960 9.270007
1998-10-30 ['AABA-201910', 'DELL-201310', 'WWWW-200709', 'AAPL'] [4.459547, 31.38334, 209.375, 0.2838317] [6.542373, 29.13739, 227.5, 0.2441717] [ 5605.95055955 796.60099913 119.40298507 88080.36593517] 0.085580 165.738907 0 165.738907 1400.520 8.232169
1998-09-30 ['AABA-201910', 'DELL-201310', 'AAPL', 'BMC-201309'] [4.412694, 31.50312, 0.291477, 60.0625] [4.459547, 31.38334, 0.2838317, 48.0625] [ 5665.47329137 793.57219221 85770.06075951 416.23309053] -0.054801 152.673133 0 152.673133 1345.480 7.869347
1998-08-31 ['DELL-201310', 'AAPL', 'CSCO', 'SPLS-201709'] [23.95675, 0.2384377, 9.868285, 8.679041] [31.50312, 0.291477, 11.17527, 9.398961] [ 1043.54722573 104849.19121431 2533.36826004 2880.50258087] 0.188209 161.524932 0 161.524932 1140.340 6.517073
1998-07-31 ['DELL-201310', 'AAPL', 'TCOMA-199903', 'SPLS-201709'] [26.02302, 0.2647184, 41.75, 10.51884] [23.95675, 0.2384377, 33., 8.679041] [ 960.68788327 94439.9784828 598.80239521 2376.68792376] -0.140791 135.939802 0 135.939802 1377.260 8.078840
1998-06-30 ['DELL-201310', 'AFM-200008', 'TCOMA-199903', 'RXSD-200007'] [22.23486, 49.65625, 38.4375, 35.25] [26.02302, 48.25, 41.75, 30.1875] [1124.36057614 503.46129641 650.40650407 709.21985816] 0.021153 158.215128 0 158.215128 1337.340 7.815689
1998-05-29 ['DELL-201310', 'TCOMA-199903', 'AFM-200008', 'CPWR-201412'] [19.73437, 34.3125, 41.8125, 20.80565] [22.23486, 38.4375, 49.65625, 23.15514] [1266.82534076 728.59744991 597.90732436 1201.59668167] 0.136861 154.937713 0 154.937713 1192.070 6.858075
1998-04-30 ['DELL-201310', 'AFM-200008', 'CTXS', 'RXSD-200007'] [19.34507, 47.4375, 11.8565, 31.9375] [19.73437, 41.8125, 9.95994, 33.5] [1292.31892157 527.00922266 2108.54805381 782.77886497] -0.052372 136.285510 0 136.285510 1248.120 7.227554
1998-03-31 ['CTXS', 'RXSD-200007', 'AFM-200008', 'DELL-201310'] [10.34164, 34.0625, 45.875, 16.2307] [11.8565, 31.9375, 47.4375, 19.34507] [2417.41155175 733.94495413 544.95912807 1540.29093015] 0.077509 143.817556 0 143.817556 1220.660 7.046539
1998-02-27 ['DELL-201310', 'CTXS', 'AFM-200008', 'RXSD-200007'] [16.75475, 8.027592, 44.75, 37.] [16.2307, 10.34164, 45.875, 34.0625] [1492.11417658 3114.25892098 558.65921788 675.67567568] 0.050683 133.472204 0 133.472204 1194.130 6.871655
1998-01-30 ['CTXS', 'DELL-201310', 'TCOMA-199903', 'CPWR-201412'] [8.747252, 11.91099, 28., 17.66358] [8.027592, 16.75475, 29.0625, 19.07893] [2858.04044516 2098.90193846 892.85714286 1415.34162384] 0.110616 127.033756 0 127.033756 1071.130 6.060844
1997-12-31 ['DELL-201310', 'TCOMA-199903', 'CMCSK-201512', 'NXTL-200508'] [10.06183, 27.9375, 9.09384, 13.] [11.91099, 28., 9.021809, 13.65625] [2484.63748642 894.85458613 2749.11368575 1923.07692308] 0.057144 114.381324 0 114.381324 990.800 5.531312
1997-11-28 ['DELL-201310', 'CPWR-201412', 'NXTL-200508', 'TCOMA-199903'] [10.08429, 15.82362, 12.625, 22.90625] [10.06183, 14.49319, 13., 27.9375] [2479.10363546 1579.91660568 1980.1980198 1091.40518417] 0.040761 108.198414 0 108.198414 1050.510 5.924918
1997-10-31 ['DELL-201310', 'CPWR-201412', 'TCOMA-199903', 'QMCO'] [9.597672, 14.97441, 22.9375, 213.125] [10.08429, 15.82362, 22.90625, 179.4294] [2604.79833026 1669.51485902 1089.91825613 117.30205279] -0.013013 103.960908 0 103.960908 1019.620 5.721292
1997-09-30 ['DELL-201310', 'QMCO', 'AMAT', 'CPWR-201412'] [11.60405, 258.1929, 8.926508, 13.70059] [9.597672, 213.125, 6.255585, 14.97441] [2154.42022397 96.82682986 2800.64724078 1824.7389346 ] -0.138423 105.331601 0 105.331601 1097.170 6.232498
1997-08-29 ['DELL-201310', 'QMCO', 'AMAT', 'CPWR-201412'] [9.829752, 236.2908, 8.844506, 13.98366] [11.60405, 258.1929, 8.926508, 13.70059] [2543.29915953 105.80183401 2826.61349317 1787.80090477] 0.065556 122.254407 0 122.254407 1074.170 6.080883
1997-07-31 ['DELL-201310', 'AMAT', 'QMCO', 'CPWR-201412'] [10.24151, 8.610214, 195.856, 14.01197] [9.829752, 8.844506, 236.2908, 13.98366] [2441.04629103 2903.5282979 127.64480026 1784.18880429] 0.047859 114.733007 0 114.733007 1107.030 6.297495
1997-06-30 ['DELL-201310', 'AMAT', 'QMCO', 'FORT-199708'] [7.033551, 6.636308, 136.8886, 50.625] [10.24151, 8.610214, 195.856, 55.75] [3554.3923688 3767.15486985 182.63025555 493.82716049] 0.321385 109.492755 0 109.492755 957.300 5.310481
1997-05-30 ['DELL-201310', 'AMAT', 'QMCO', 'ALTR-201512'] [6.737835, 6.115009, 130.9919, 11.95488] [7.033551, 6.636308, 136.8886, 11.39097] [3710.39065219 4088.3014236 190.8514954 2091.19623116] 0.031746 82.862146 0 82.862146 958.850 5.320699
1997-04-30 ['DELL-201310', 'QMCO', 'ALTR-201512', 'KLAC'] [5.015944, 140.6794, 11.1654, 12.17932] [6.737835, 130.9919, 11.95488, 13.0004] [4984.10668062 177.70903203 2239.05995307 2052.6597544 ] 0.103136 80.312546 0 80.312546 874.740 4.766249
1997-03-31 ['QMCO', 'DELL-201310', 'ALTR-201512', 'INTC'] [130.1495, 4.050187, 9.699239, 10.52766] [140.6794, 5.015944, 11.1654, 11.591] [ 192.0867925 6172.5545018 2577.52180351 2374.69675122] 0.142880 72.803833 0 72.803833 797.060 4.254186
1997-02-28 ['DELL-201310', 'QMCO', 'INTC', 'ALTR-201512'] [4.259809, 133.9402, 10.73575, 10.23495] [4.050187, 130.1495, 10.52766, 9.699239] [5868.80773293 186.65046043 2328.66823464 2442.61085789] -0.037309 63.702072 0 63.702072 850.460 4.606196
1997-01-31 ['DELL-201310', 'APCC-200702', 'INTC', 'MFE-201102'] [3.96035, 12.66794, 12.27754, 38.83334] [4.259809, 9.794196, 10.73575, 30.58333] [6312.57338367 1973.48582327 2036.23852987 643.77671351] -0.122316 66.170821 0 66.170821 921.550 5.074819
1996-12-31 ['DELL-201310', 'APCC-200702', 'INTC', 'CPWR-201412'] [3.181755, 12.78524, 9.909553, 5.675556] [3.96035, 12.66794, 12.27754, 7.727815] [7857.29888065 1955.37979733 2522.81813317 4404.85478427] 0.209022 75.392494 0 75.392494 821.360 4.414370
1996-11-29 ['DELL-201310', 'CPWR-201412', 'APCC-200702', 'INTC'] [3.043255, 6.397385, 11.1431, 9.597515] [3.181755, 5.675556, 12.78524, 9.909553] [8214.88833502 3907.84672175 2243.5408459 2604.8409406 ] 0.028140 62.358253 0 62.358253 834.010 4.497759
1996-10-31 ['CPWR-201412', 'DELL-201310', 'AN', 'CSCC-199706'] [5.97278, 2.43685, 28.09734, 72.625] [6.397385, 3.043255, 30.12847, 69.125] [ 4185.65559086 10259.14602868 889.76394207 344.23407917] 0.086009 60.651529 0 60.651529 751.990 3.957086
1996-09-30 ['CSCC-199706', 'DELL-201310', 'AN', 'CPWR-201412'] [81.5, 2.328296, 26.17904, 5.180183] [72.625, 2.43685, 28.09734, 5.97278] [ 306.74846626 10737.46637026 954.96244324 4826.08432945] 0.041002 55.848114 0 55.848114 737.570 3.862030
1996-08-30 ['CSCC-199706', 'CPWR-201412', 'DELL-201310', 'AN'] [68.125, 4.868806, 2.010121, 23.58371] [81.5, 5.180183, 2.328296, 26.17904] [ 366.97247706 5134.72913072 12437.0622465 1060.05374048] 0.132154 53.648398 0 53.648398 663.570 3.374225
1996-07-31 ['CSCC-199706', 'CPWR-201412', 'ASND-199906', 'HBOC-199901'] [61.5, 4.769732, 48.5, 15.24056] [68.125, 4.868806, 52.375, 13.59209] [ 406.50406504 5241.38463125 515.46391753 1640.35967182] 0.025057 47.386112 0 47.386112 636.010 3.192551
1996-06-28 ['CNTO-199910', 'HBOC-199901', 'USRX-199706', 'IT'] [29.875, 16.85793, 85.5, 34.51664] [24.875, 15.24056, 53.75, 30.7469] [ 836.82008368 1482.98159976 292.39766082 724.28834325] -0.185966 46.227777 0 46.227777 677.300 3.464733
1996-05-31 ['CNTO-199910', 'USRX-199706', 'IT', 'JAVA-201001'] [35.375, 91.75, 33.69201, 15.65625] [29.875, 85.5, 34.51664, 14.71875] [ 706.71378092 272.47956403 742.01568859 1596.80638723] -0.064750 56.788533 0 56.788533 692.390 3.564206
1996-04-30 ['CNTO-199910', 'USRX-199706', 'TWX-201806', 'IT'] [40., 78.25, 6.09412, 32.27835] [35.375, 91.75, 5.379965, 33.69201] [ 625. 319.48881789 4102.31501841 774.51294753] -0.004123 60.720189 0 60.720189 666.730 3.395056
1996-03-29 ['CNTO-199910', 'IT', 'USRX-199706', 'TWX-201806'] [36.125, 28.74423, 64.625, 5.332355] [40., 32.27835, 78.25, 6.09412] [ 692.04152249 869.73977038 386.84719536 4688.36002104] 0.145976 60.971586 0 60.971586 609.690 3.019051
1996-02-29 ['USRX-199706', 'JAVA-201001', 'TWX-201806', 'CNTO-199910'] [62., 13.125, 4.677713, 29.125] [64.625, 10.9375, 5.332355, 36.125] [ 403.22580645 1904.76190476 5344.49206268 858.36909871] 0.063991 53.204919 0 53.204919 622.830 3.105669
1996-01-31 ['TWX-201806', 'USRX-199706', 'IT', 'JAVA-201001'] [4.261123, 44.125, 26.03473, 11.5] [4.677713, 62., 25.50461, 13.125] [5866.99797213 566.57223796 960.25578141 2173.91304348] 0.155952 50.005040 0 50.005040 591.820 2.901252
1995-12-29 ['USRX-199706', 'INTU', 'JAVA-201001', 'IDXX'] [43.875, 11.74531, 11.40625, 11.75] [44.125, 9.279545, 11.5, 12.5625] [ 569.8005698 2128.50916664 2191.78082192 2127.65957447] -0.031718 43.258763 0 43.258763 576.230 2.798484
1995-11-30 ['USRX-199706', 'INTU', 'JAVA-201001', 'TWX-201806'] [54.875, 12.64879, 10.51562, 3.892143] [43.875, 11.74531, 11.40625, 3.570773] [ 455.5808656 1976.47363898 2377.41569208 6423.19668111] -0.067439 44.675766 0 44.675766 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 47.906545 0 47.906545 598.780 2.947132
1995-09-29 ['CRUS', 'USRX-199706', 'ALTR-201512', 'XLNX-202202'] [57.25, 42.625, 7.034768, 8.480746] [42.125, 46.25, 6.823302, 8.106272] [ 436.68122271 586.51026393 3553.77746644 2947.85387984] -0.063341 51.448213 0 51.448213 585.080 2.856823
1995-08-31 ['CRUS', 'ALTR-201512', 'AMAT', 'XLNX-202202'] [54.5, 7.062963, 4.873264, 7.555573] [57.25, 7.034768, 4.791262, 8.480746] [ 458.71559633 3539.59096204 5130.03194573 3308.81588994] 0.038022 54.927369 0 54.927369 576.770 2.802044
1995-07-31 ['CRUS', 'ALTR-201512', 'XLNX-202202', 'AMAT'] [46., 6.315784, 7.041589, 4.849835] [54.5, 7.062963, 7.555573, 4.873264] [ 543.47826087 3958.33676389 3550.33501671 5154.81454524] 0.095227 52.915407 0 52.915407 568.880 2.750033
1995-06-30 ['CRUS', 'TLAB-201312', 'STRM-199607', 'INTC'] [31.375, 8.146771, 24.375, 4.767147] [46., 7.533118, 27.125, 4.901896] [ 796.812749 3068.70047041 1025.64102564 5244.22678806] 0.132974 48.314539 0 48.314539 538.030 2.546671
1995-05-31 ['STRM-199607', 'COMS-201004', 'ASCL-200504', 'XLNX-202202'] [19.125, 5.842525, 84.5, 4.948938] [24.375, 6.116393, 101.5, 5.521663] [1307.18954248 4278.97184864 295.85798817 5051.58884593] 0.159574 42.643983 0 42.643983 488.100 2.217535
1995-04-28 ['STRM-199607', 'ADBE', 'COMS-201004', 'ASCL-200504'] [18.375, 6.989782, 5.112209, 78.75] [19.125, 6.239806, 5.842525, 84.5] [1360.54421769 3576.64945774 4890.25390003 317.46031746] 0.037348 36.775567 0 36.775567 469.560 2.095320
1995-03-31 ['STRM-199607', 'COMS-201004', 'SXCL-201702', 'ASCL-200504'] [21.5, 5.169265, 127.1834, 68.75] [18.375, 5.112209, 123.3294, 78.75] [1162.79069767 4836.27749786 196.56653305 363.63636364] -0.010309 35.451512 0 35.451512 447.150 1.947594
1995-02-28 ['STRM-199607', 'ASCL-200504', 'COMS-201004', 'SXCL-201702'] [18.5, 75.5, 4.758462, 127.1834] [21.5, 68.75, 5.169265, 127.1834] [1351.35135135 331.12582781 5253.79839116 196.56653305] 0.039772 35.820775 0 35.820775 432.500 1.851022
1995-01-31 ['STRM-199607', 'SMLS-199502', 'ASCL-200504', 'COMS-201004'] [17.875, 59.25, 64.5, 4.176492] [18.5, 68.125, 75.5, 4.758462] [1398.6013986 421.94092827 387.59689922 5985.88480476] 0.123660 34.450596 0 34.450596 405.330 1.671918
1994-12-30 ['STRM-199607', 'STCN', 'FORE-199906', 'WWWW-200709'] [17.5, 3.976614, 16.875, 83.75] [17.875, 3.720058, 16., 100.] [1428.57142857 6286.75551613 1481.48148148 298.50746269] 0.024773 30.659264 0 30.659264 404.270 1.664931
1994-11-30 ['STRM-199607', 'FORE-199906', 'STCN', 'WWWW-200709'] [14.0625, 13.8125, 2.97177, 70.] [17.5, 16.875, 3.976614, 83.75] [1777.77777778 1809.95475113 8412.49491044 357.14285714] 0.250181 29.918115 0 29.918115 404.820 1.668556
1994-10-31 ['STRM-199607', 'HOLX', 'CSCC-199706', 'ASND-199906'] [14.15625, 1.953125, 9.291667, 4.0625] [14.0625, 1.6875, 9.104167, 4.] [ 1766.00441501 12800. 2690.58286312 6153.84615385] -0.044547 23.931035 0 23.931035 413.050 1.722808
1994-09-30 ['HOLX', 'STRM-199607', 'CSCC-199706', 'PHS-200512'] [1.953125, 9.3125, 7.875, 39.625] [1.953125, 14.15625, 9.291667, 37.25] [12800. 2684.56375839 3174.6031746 630.9148265 ] 0.160023 25.046785 0 25.046785 393.850 1.596243
1994-08-31 ['HOLX', 'STRM-199607', 'WDC', 'CDWC-200710'] [1.8125, 9.5, 6.020983, 4.130939] [1.953125, 9.3125, 5.970808, 4.535933] [13793.10344828 2631.57894737 4152.14592036 6051.8928021 ] 0.036889 21.591630 0 21.591630 397.900 1.622940
1994-07-29 ['HOLX', 'WDC', 'STRM-199607', 'MU'] [1.4375, 6.121333, 7.6875, 9.236417] [1.8125, 6.020983, 9.5, 9.946911] [17391.30434783 4084.07776541 3252.03252033 2706.6772754 ] 0.139293 20.823476 0 20.823476 370.160 1.440079
1994-06-30 ['HOLX', 'MCHP', 'WDC', 'DURA-200011'] [1.34375, 1.375923, 5.117836, 5.25] [1.4375, 1.249065, 6.121333, 5.25] [18604.65116279 18169.6214105 4884.87712385 4761.9047619 ] 0.043412 18.277545 0 18.277545 360.300 1.375082
1994-05-31 ['JCOR-199905', 'WDC', 'HOLX', 'MCHP'] [13.5, 5.619584, 1.28125, 1.210032] [12.25, 5.117836, 1.34375, 1.375923] [ 1851.85185185 4448.72787737 19512.19512195 20660.61062848] 0.001000 17.517095 0 17.517095 378.850 1.497363
1994-04-29 ['JCOR-199905', 'WDC', 'MCHP', 'CDWC-200710'] [14.25, 6.322032, 1.092932, 3.158953] [13.5, 5.619584, 1.210032, 3.037455] [ 1754.38596491 3954.42477988 22874.25018208 7914.01454849] -0.023765 17.499601 0 17.499601 373.250 1.460448
1994-03-31 ['JCOR-199905', 'WDC', 'MCHP', 'MU'] [12.75, 6.773606, 0.9953486, 8.206641] [14.25, 6.322032, 1.092932, 9.007866] [ 1960.78431373 3690.79630554 25116.82841569 3046.3133455 ] 0.061663 17.925609 0 17.925609 382.960 1.524456
1994-02-28 ['JCOR-199905', 'MCHP', 'WDC', 'RXSD-200007'] [17., 1.157987, 6.071158, 7.25] [12.75, 0.9953486, 6.773606, 5.583333] [ 1470.58823529 21589.18882509 4117.83056873 3448.27586207] -0.126158 16.884466 0 16.884466 412.170 1.717007
1994-01-31 ['JCOR-199905', 'MCHP', 'PDLI-202012', 'EDCI-202003'] [13.75, 1.034382, 1.044265, 1.627546] [17., 1.157987, 0.9076731, 1.454198] [ 1818.18181818 24169.02072929 23940.28335719 15360.54894915] 0.029637 19.322103 0 19.322103 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 18.765931 0 18.765931 398.280 1.625445
1993-11-30 ['JCOR-199905', 'NTLDQ-200301', 'TIGO', 'MCHP'] [14.25, 11.76, 13.29294, 0.83271] [14.375, 11.28, 10.72563, 1.014865] [ 1754.38596491 2125.85034014 1880.6975733 30022.45679768] -0.001607 19.763595 0 19.763595 386.760 1.549506
1993-10-29 ['JCOR-199905', 'NTLDQ-200301', 'EDCI-202003', 'TIGO'] [14.75, 13.86, 1.834601, 14.1487] [14.25, 11.76, 1.50235, 13.29294] [ 1694.91525424 1803.75180375 13626.94122591 1766.94678663] -0.106750 19.795406 0 19.795406 390.985 1.577357
1993-09-30 ['JCOR-199905', 'NTLDQ-200301', 'EDCI-202003', 'TIGO'] [12., 13.5, 1.70459, 11.52435] [14.75, 13.86, 1.834601, 14.1487] [ 2083.33333333 1851.85185185 14666.28338779 2169.31974471] 0.139957 22.161100 0 22.161100 382.715 1.522841
1993-08-31 ['JCOR-199905', 'EDCI-202003', 'IAC', 'DIGI-199809'] [14.5, 1.324187, 0.757618, 32.25] [12., 1.70459, 0.7682887, 30.5625] [ 1724.13793103 18879.50870987 32998.1600226 775.19379845] 0.019155 19.440301 0 19.440301 372.650 1.456493
1993-07-30 ['JCOR-199905', 'DIGI-199809', 'IAC', 'QCOM'] [9.5, 27.5, 0.7682887, 1.362444] [14.5, 32.25, 0.757618, 1.580232] [ 2631.57894737 909.09090909 32539.8512304 18349.37802948] 0.211251 19.074930 0 19.074930 352.865 1.326071
1993-06-30 ['DIGI-199809', 'EDCI-202003', 'NTLDQ-200301', 'QVCN-199502'] [25.375, 0.8234035, 6.84, 63.5] [27.5, 0.7463599, 6.96, 68.5] [ 985.22167488 30361.78495719 3654.97076023 393.7007874 ] 0.021615 15.748120 0 15.748120 366.125 1.413481
1993-05-31 ['DIGI-199809', 'EDCI-202003', 'QVCN-199502', 'AKLMQ-200808'] [21.375, 0.7270991, 68., 17.25] [25.375, 0.8234035, 63.5, 19.91667] [ 1169.59064327 34383.20856125 367.64705882 1449.27536232] 0.101999 15.414924 0 15.414924 368.110 1.426566
1993-04-30 ['DIGI-199809', 'EDCI-202003', 'COMR-200001', 'QCOM'] [16.9375, 0.5746169, 4.723145, 0.9218022] [21.375, 0.7270991, 5.084109, 0.9167374] [ 1476.01476015 43507.24804648 5293.08331631 27120.78578246] 0.149571 13.988141 0 13.988141 339.945 1.240903
1993-03-31 ['DIGI-199809', 'COMS-201004', 'QVCN-199502', 'QCOM'] [13.625, 1.614682, 57., 0.9927101] [16.9375, 1.443514, 52.5, 0.9218022] [ 1834.86238532 15482.9248112 438.59649123 25183.58582229] -0.003316 12.168135 0 12.168135 359.420 1.369281
1993-02-26 ['DIGI-199809', 'COMS-201004', 'BAY-199808', 'AKLMQ-200808'] [13.0625, 1.329403, 13.25, 11.33333] [13.625, 1.614682, 13.83333, 12.83333] [ 1913.87559809 18805.43371724 1886.79245283 2205.88300173] 0.108508 12.208619 0 12.208619 351.140 1.314700
1993-01-29 ['DIGI-199809', 'AKLMQ-200808', 'CERN', 'COMS-201004'] [13.5, 14.5, 1.738232, 1.420692] [13.0625, 11.33333, 1.398143, 1.329403] [ 1851.85185185 1724.13793103 14382.42996332 17597.05833495] -0.127677 11.013560 0 11.013560 370.560 1.442716
1992-12-31 ['DIGI-199809', 'CERN', 'AKLMQ-200808', 'OHP-200407'] [11., 1.670214, 12.08333, 7.03413] [13.5, 1.738232, 14.5, 6.940757] [ 2272.72727273 14968.14180698 2068.96608799 3554.09979628] 0.113681 12.625550 0 12.625550 360.185 1.374324
1992-11-30 ['DIGI-199809', 'CERN', 'ASCL-200504', 'XRAY'] [9.25, 1.602197, 31.25, 6.443359] [11., 1.670214, 36.25, 6.791649] [ 2702.7027027 15603.57434198 800. 3879.96385115] 0.111424 11.336777 0 11.336777 350.960 1.313514
1992-10-30 ['DIGI-199809', 'CERN', 'ASCL-200504', 'PHS-200512'] [8.625, 1.246993, 28.75, 21.5] [9.25, 1.602197, 31.25, 22.625] [ 2898.55072464 20048.22801732 869.56521739 1162.79069767] 0.124149 10.200228 0 10.200228 329.155 1.169776
1992-09-30 ['CERN', 'PHS-200512', 'DIGI-199809', 'ASCL-200504'] [1.027824, 19.75, 6.0625, 23.] [1.246993, 21.5, 8.625, 28.75] [24323.23043634 1265.82278481 4123.71134021 1086.95652174] 0.243631 9.073736 0 9.073736 313.185 1.064502
1992-08-31 ['ASCL-200504', 'CERN', 'SXCL-201702', 'PHS-200512'] [18.75, 0.9371339, 46.00764, 17.125] [23., 1.027824, 48.17553, 19.75] [ 1333.33333333 26677.08424591 543.38801121 1459.8540146 ] 0.130961 7.296165 0 7.296165 299.260 0.972709
1992-07-31 ['ASCL-200504', 'CERN', 'SXCL-201702', 'PHS-200512'] [18.875, 0.9975941, 46.00764, 17.75] [18.75, 0.9371339, 46.00764, 17.125] [ 1324.50331126 25060.29255786 543.38801121 1408.45070423] -0.025610 6.451294 0 6.451294 310.895 1.049407
1992-06-30 ['SXCL-201702', 'ASCL-200504', 'CERN', 'PHS-200512'] [44.08062, 15., 0.7708682, 14.75] [46.00764, 18.875, 0.9975941, 17.75] [ 567.14265816 1666.66666667 32430.96550098 1694.91525424] 0.199889 6.620854 0 6.620854 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 5.517888 0 5.517888 315.295 1.078411
1992-04-30 ['ASCL-200504', 'HBOC-199901', 'PTC', 'GNTX'] [16.875, 1.099494, 11.40625, 0.4660914] [16.625, 1.091963, 12.26562, 0.4660914] [ 1481.48148148 22737.73208403 2191.78082192 53637.54834352] 0.013419 5.567303 0 5.567303 307.860 1.029400
1992-03-31 ['ASCL-200504', 'APCC-200702', 'SXCL-201702', 'CERN'] [14.375, 3.841436, 29.62795, 0.5554786] [16.875, 3.313605, 33.00024, 0.5819299] [ 1739.13043478 6507.98295221 843.79783279 45006.23426357] 0.049487 5.493582 0 5.493582 323.050 1.129532
1992-02-28 ['ASCL-200504', 'APCC-200702', 'TECD-202006', 'CSCO'] [14.125, 4.207985, 10., 0.4092953] [14.375, 3.841436, 9.3125, 0.3967402] [ 1769.91150442 5941.08581661 2500. 61080.59388906] -0.042208 5.234539 0 5.234539 345.880 1.280026
1992-01-31 ['ASCL-200504', 'MEDI-200706', 'APCC-200702', 'TECD-202006'] [12.25, 6.75, 3.636168, 9.4375] [14.125, 6.208333, 4.207985, 10.] [2040.81632653 3703.7037037 6875.3698949 2649.00662252] 0.072419 5.465218 0 5.465218 338.315 1.230158
1991-12-31 ['MEDI-200706', 'FHCC-200501', 'APCC-200702', 'ASCL-200504'] [7.291667, 9.875, 3.137661, 6.875] [6.75, 9.5, 3.636168, 12.25] [3428.57127184 2531.64556962 7967.71862862 3636.36363636] 0.207109 5.096160 0 5.096160 330.855 1.180982
1991-11-29 ['MEDI-200706', 'ASCL-200504', 'FHCC-200501', 'TECD-202006'] [5.75, 7.0625, 7.46875, 6.875] [7.291667, 6.875, 9.875, 7.] [4347.82608696 3539.82300885 3347.28033473 3636.36363636] 0.145481 4.221789 0 4.221789 284.790 0.877324
1991-10-31 ['MEDI-200706', 'FHCC-200501', 'CMVT-201302', 'ASCL-200504'] [8.75, 9.0625, 1.361912, 7.625] [5.75, 7.46875, 0.9079413, 7.0625] [ 2857.14285714 2758.62068966 18356.54579738 3278.68852459] -0.231456 3.685603 0 3.685603 292.505 0.928181
1991-09-30 ['FHCC-200501', 'CMVT-201302', 'TECD-202006', 'QVCN-199502'] [7.625, 1.361912, 5.5625, 16.5] [9.0625, 1.361912, 6., 17.375] [ 3278.68852459 18356.54579738 4494.38202247 1515.15151515] 0.080052 4.795564 0 4.795564 287.535 0.895419
1991-08-30 ['FHCC-200501', 'TECD-202006', 'CMVT-201302', 'ROST'] [7., 5.75, 1.361912, 0.4107811] [7.625, 5.5625, 1.361912, 0.3594335] [ 3571.42857143 4347.82608696 18356.54579738 60859.66467299] -0.017081 4.440125 0 4.440125 287.405 0.894562
1991-07-31 ['FHCC-200501', 'AMGN', 'SMLS-199502', 'QVCN-199502'] [6.5, 4.728029, 79.5, 13.375] [7., 5.103397, 83.5, 15.] [3846.15384615 5287.61562165 314.46540881 1869.1588785 ] 0.082031 4.517283 0 4.517283 272.155 0.794034
1991-06-28 ['FHCC-200501', 'AMD', 'TECD-202006', 'AMGN'] [5.4375, 5.998345, 3.75, 3.765652] [6.5, 5.560966, 4.53125, 4.728029] [4597.70114943 4167.81628933 6666.66666667 6638.95654723] 0.146597 4.174818 0 4.174818 254.195 0.675643
1991-05-31 ['FHCC-200501', 'USHC-199607', 'AMGN', 'WWWW-200709'] [5.093750e+00, 1.500111e+01, 3.905416e+00, 1.925000e+02] [5.437500e+00, 1.293427e+01, 3.765652e+00, 1.825000e+02] [4907.97546012 1666.54334246 6401.3667174 129.87012987] -0.039507 3.641052 0 3.641052 279.000 0.839156
1991-04-30 ['AMGN', 'FHCC-200501', 'CSCO', 'CE-200402'] [4.049174, 3.1875, 0.1494053, 0.8120713] [3.905416, 5.09375, 0.1619604, 0.8285322] [ 6174.09871742 7843.1372549 167330.07463591 30785.47413263] 0.166710 3.790818 0 3.790818 263.655 0.738003
1991-03-29 ['AMGN', 'FHCC-200501', 'USHC-199607', 'ASTA-199708'] [4.192932, 3.65625, 14.00103, 27.25] [4.049174, 3.1875, 11.93422, 22.5] [5962.41484479 6837.60683761 1785.58291783 917.43119266] -0.121105 3.249151 0 3.249151 264.905 0.746243
1991-02-28 ['FHCC-200501', 'DELL-201310', 'USHC-199607', 'AMGN'] [3.28125, 0.2520449, 10.46952, 2.915086] [3.65625, 0.2844864, 14.00103, 4.192932] [ 7619.04761905 99188.67630331 2387.88406727 8576.07631473] 0.254667 3.696861 0 3.696861 250.115 0.648748
1991-01-31 ['FHCC-200501', 'USHC-199607', 'DELL-201310', 'CSCO'] [2.796875, 10.07068, 0.2258422, 0.1468943] [3.28125, 10.46952, 0.2520449, 0.1406168] [ 8938.54748603 2482.45401502 110696.76083566 170190.40221438] 0.071519 2.946487 0 2.946487 232.425 0.532136
1990-12-31 ['DELL-201310', 'FHCC-200501', 'USHC-199607', 'APCC-200702'] [0.1846666, 2.15625, 7.810597, 1.070324] [0.2258422, 2.796875, 10.07068, 1.070324] [135379.11024517 11594.20289855 3200.77965871 23357.41326925] 0.202359 2.749823 0 2.749823 200.530 0.321885
1990-11-30 ['FHCC-200501', 'APCC-200702', 'AMGN', 'IMNX-200207'] [1.875, 1.055662, 1.852876, 1.623791] [2.15625, 1.070324, 1.988648, 1.658586] [13333.33333333 23681.82240149 13492.53808674 15396.07006074] 0.064648 2.287024 0 2.287024 192.580 0.269479
1990-10-31 ['FHCC-200501', 'AN', 'USHC-199607', 'APCC-200702'] [1.5, 4.628081, 5.631385, 0.7184365] [1.875, 3.085387, 6.724536, 1.055662] [16666.66666667 5401.80692602 4439.40522625 34797.78658239] 0.145043 2.148149 0 2.148149 172.555 0.137475
1990-09-28 ['AN', 'FHCC-200501', 'APCC-200702', 'NVLS-201206'] [5.422802, 1.375, 0.7282112, 2.104167] [4.628081, 1.5, 0.7184365, 1.75] [ 4610.16279038 18181.81818182 34330.69966515 11881.18623664] -0.059346 1.876042 0 1.876042 177.055 0.167139
1990-08-31 ['AN', 'APCC-200702', 'DELL-201310', 'WWWW-200709'] [6.498013, 0.7330985, 0.1172882, 88.75] [5.422802, 0.7282112, 0.0873423, 57.5] [ 3847.32994532 34101.82942674 213150.17196956 281.69014085] -0.194891 1.994401 0 1.994401 193.615 0.276302
1990-07-31 ['AN', 'WWWW-200709', 'APCC-200702', 'ASTA-199708'] [7.573223, 103.75, 0.8406196, 10.25] [6.498013, 88.75, 0.7330985, 9.0625] [ 3301.1044307 240.96385542 29739.96799504 2439.02439024] -0.132579 2.477183 0 2.477183 223.385 0.472544
1990-06-29 ['WWWW-200709', 'ASTA-199708', 'AN', 'FHCC-200501'] [120., 11.9375, 6.357768, 1.375] [103.75, 10.25, 7.573223, 1.3125] [ 208.33333333 2094.2408377 3932.19758884 18181.81818182] -0.032764 2.855801 0 2.855801 238.460 0.571918
1990-05-31 ['ASTA-199708', 'WWWW-200709', 'MSFT', 'EA'] [12.5, 100., 0.6387761, 1.031214] [11.9375, 120., 0.6650268, 1.038905] [ 2000. 250. 39137.3440553 24243.27055296] 0.050888 2.952538 0 2.952538 236.150 0.556691
1990-04-30 ['ASTA-199708', 'WWWW-200709', 'MGMA-199502', 'MSFT'] [10.5, 85.625, 36.25, 0.5075225] [12.5, 100., 27.75, 0.6387761] [ 2380.95238095 291.97080292 689.65517241 49258.89985173] 0.095623 2.809564 0 2.809564 205.815 0.356724
1990-03-30 ['ASTA-199708', 'MSFT', 'SXCL-201702', 'VTRS'] [8.375, 0.4845488, 20.71548, 2.493611] [10.5, 0.5075225, 17.34319, 2.682999] [ 2985.07462687 51594.39049276 1206.82697191 10025.62147825] 0.053576 2.564352 0 2.564352 213.145 0.405043
1990-02-28 ['VTRS', 'SXCL-201702', 'ASTA-199708', 'MGMA-199502'] [2.809258, 18.3067, 7.9375, 33.25] [2.493611, 20.71548, 8.375, 32.5] [8899.14703456 1365.6202374 3149.60629921 751.87969925] 0.012945 2.433952 0 2.433952 207.915 0.370567
1990-01-31 ['VTRS', 'ERIC', 'SXCL-201702', 'SMLS-199502'] [2.55674, 2.657655, 15.53661, 19.] [2.809258, 2.360926, 18.3067, 19.25] [9778.07676964 9406.78906781 1609.10262921 1315.78947368] 0.044642 2.402846 0 2.402846 201.940 0.331180
1989-12-29 ['VTRS', 'SMLS-199502', 'PHS-200512', 'SXCL-201702'] [3.061775, 24.5, 6.375, 17.10231] [2.55674, 19., 4.5, 15.53661] [8165.19829184 1020.40816327 3921.56862745 1461.7908341 ] -0.193776 2.300163 0 2.300163 223.835 0.475511
1989-11-30 ['PHS-200512', 'SMLS-199502', 'CMVT-201302', 'SXCL-201702'] [6.8125, 23.125, 0.9079413, 14.69354] [6.375, 24.5, 0.9079413, 17.10231] [ 3669.72477064 1081.08108108 27534.81970696 1701.42797447] 0.039793 2.853008 0 2.853008 224.445 0.479532
1989-10-31 ['SXCL-201702', 'PHS-200512', 'SMLS-199502', 'CMVT-201302'] [16.1388, 6.1875, 22.5, 0.9079413] [14.69354, 6.8125, 23.125, 0.9079413] [ 1549.06188812 4040.4040404 1111.11111111 27534.81970696] 0.009809 2.743822 0 2.743822 222.615 0.467469
1989-09-29 ['SMLS-199502', 'PHS-200512', 'SXCL-201702', 'QMCO'] [25.875, 6.25, 16.01837, 30.88768] [22.5, 6.1875, 16.1388, 25.55254] [ 966.18357488 4000. 1560.708112 809.3841946 ] -0.076411 2.717170 0 2.717170 226.390 0.492353
1989-08-31 ['PHS-200512', 'CMVT-201302', 'SMLS-199502', 'QMCO'] [6.1875, 1.134927, 23.875, 32.01087] [6.25, 0.9079413, 25.875, 30.88768] [ 4040.4040404 22027.84848717 1047.12041885 780.98470926] -0.035304 2.941968 0 2.941968 222.005 0.463448
1989-07-31 ['PHS-200512', 'SMLS-199502', 'INEL-199805', 'QMCO'] [4.78125, 17.84375, 6.427745, 26.39493] [6.1875, 23.875, 6.680806, 32.01087] [5228.75816993 1401.05078809 3889.38889144 947.15159313] 0.221064 3.049633 0 3.049633 214.275 0.412492
1989-06-30 ['APCC-200702', 'PHS-200512', 'CMVT-201302', 'SMLS-199502'] [0.3763239, 3.375, 0.680956, 12.] [0.3616619, 4.78125, 0.680956, 17.84375] [66432.13465847 7407.40740741 36713.09159476 2083.33333333] 0.216171 2.497521 0 2.497521 204.585 0.348616
1989-05-31 ['APCC-200702', 'PHS-200512', 'VCELA-199905', 'INEL-199805'] [0.3792563, 3.84375, 26.16667, 5.111829] [0.3763239, 3.375, 22.83333, 4.959992] [65918.48309441 6504.06504065 955.41389103 4890.61742871] -0.071694 2.053593 0 2.053593 214.545 0.414272
1989-04-28 ['VCELA-199905', 'APCC-200702', 'PHS-200512', 'INEL-199805'] [22.83333, 0.2893295, 3.21875, 4.251422] [26.16667, 0.3792563, 3.84375, 5.111829] [ 1094.89067079 86406.67474281 7766.99029126 5880.38543339] 0.213338 2.212194 0 2.212194 200.470 0.321490
1989-03-31 ['PHS-200512', 'SMLS-199502', 'INEL-199805', 'VCELA-199905'] [2.8125, 9., 3.7453, 18.5] [3.21875, 9.5, 4.251422, 22.83333] [8888.88888889 2777.77777778 6675.03270766 1351.35135135] 0.142342 1.823229 0 1.823229 185.870 0.225247
1989-02-28 ['SMLS-199502', 'APCC-200702', 'ROST', 'SVC-200605'] [7.6875, 0.2424112, 0.3201676, 6.220223] [9., 0.2345915, 0.3382903, 6.268818] [ 3252.03252033 103130.54842351 78084.10345082 4019.14850963] 0.050722 1.596045 0 1.596045 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 1.518997 0 1.518997 186.470 0.229202
1988-12-30 ['SMLS-199502', 'SVC-200605', 'MCIC-199809', 'ROST'] [7.0625, 5.481904, 11.09724, 0.2537178] [7.9375, 5.977245, 12.32346, 0.2718404] [ 3539.82300885 4560.45928568 2252.81241101 98534.67119768] 0.099045 1.545099 0 1.545099 177.410 0.169479
1988-11-30 ['MNST', 'ROST', 'SMLS-199502', 'MCIC-199809'] [0.1576255, 0.2627791, 6.625, 11.21986] [0.1100404, 0.2537178, 7.0625, 11.09724] [158603.77921085 95136.94201708 3773.58490566 2228.19179562] -0.070315 1.405856 0 1.405856 169.185 0.115260
1988-10-31 ['MNST', 'MCIC-199809', 'SMLS-199502', 'SVC-200605'] [0.1665476, 11.58773, 5.875, 5.190829] [0.1576255, 11.21986, 6.625, 5.578928] [150107.23660983 2157.45447987 4255.31914894 4816.18639335] 0.029277 1.512186 0 1.512186 174.780 0.152142
1988-09-30 ['SMLS-199502', 'CE-200402', 'SVC-200605', 'CMVT-201302'] [6.71875, 0.2341107, 5.035589, 0.4539707] [5.875, 0.2158208, 5.190829, 0.2269853] [ 3720.93023256 106787.08833044 4964.66252508 55069.63334858] -0.168219 1.469172 0 1.469172 179.365 0.182367
1988-08-31 ['CMVT-201302', 'MNST', 'SMLS-199502', 'CE-200402'] [0.4539707, 0.1159885, 4.75, 0.1938729] [0.4539707, 0.1040923, 6.71875, 0.2341107] [ 55069.63334858 215538.60943111 5263.15789474 128950.46187476] 0.129864 1.766298 0 1.766298 170.995 0.127192
1988-07-29 ['MNST', 'CE-200402', 'CMVT-201302', 'MCIC-199809'] [0.1189626, 0.1975309, 0.4539707, 8.399571] [0.1159885, 0.1938729, 0.4539707, 8.093018] [210150.08078169 126562.47706055 55069.63334858 2976.34248225] -0.020004 1.563283 0 1.563283 181.160 0.194199
1988-06-30 ['CE-200402', 'MU', 'MNST', 'AMAT'] [0.2341107, 2.164174, 0.1130145, 0.4041529] [0.1975309, 1.895181, 0.1189626, 0.3602233] [106787.08833044 11551.75138413 221210.5526282 61857.77709377] -0.084152 1.595193 0 1.595193 189.025 0.246045
1988-05-31 ['CE-200402', 'MU', 'FAST', 'MNST'] [0.2011888, 2.090812, 0.07441606, 0.1130145] [0.2341107, 2.164174, 0.07569589, 0.1130145] [124261.39029608 11957.0769634 335948.98735569 221210.5526282 ] 0.053981 1.741766 0 1.741766 173.345 0.142683
1988-04-29 ['CE-200402', 'MCIC-199809', 'MU', 'FAST'] [0.168267, 6.68287, 1.968542, 0.07053528] [0.2011888, 6.866803, 2.090812, 0.07441606] [148573.39823019 3740.90772378 12699.75443755 354432.56197466] 0.085077 1.652560 0 1.652560 175.920 0.159657
1988-03-31 ['CE-200402', 'MU', 'MCIC-199809', 'ADCT-201012'] [0.175583, 1.748457, 5.456656, 4.648438] [0.168267, 1.968542, 6.68287, 4.621094] [142382.80471344 14298.32131988 4581.56057483 5378.15068201] 0.075761 1.522989 0 1.522989 173.260 0.142123
1988-02-29 ['MU', 'CE-200402', 'MCIC-199809', 'WCOEQ-200404'] [1.882954, 0.1280293, 5.579277, 0.7955065] [1.748457, 0.175583, 5.456656, 0.8196128] [ 13277.01048459 195267.8019797 4480.86732385 31426.51882794] 0.077081 1.415732 0 1.415732 172.640 0.138036
1988-01-29 ['MCIC-199809', 'MU', 'DZB-200104', 'FAST'] [5.272724, 1.381648, 19.99931, 0.05592042] [5.579277, 1.882954, 18.55606, 0.05763375] [ 4741.38225327 18094.33372321 1250.04312649 447063.8811368 ] 0.094861 1.314416 0 1.314416 159.130 0.048978
1987-12-31 ['MU', 'DZB-200104', 'CE-200402', 'MCIC-199809'] [1.442783, 21.20751, 0.1042524, 4.598305] [1.381648, 19.99931, 0.09876543, 5.272724] [ 17327.62307291 1178.82768887 239802.63284107 5436.78594613] -0.001327 1.200532 0 1.200532 156.250 0.029993
1987-11-30 ['DZB-200104', 'MCIC-199809', 'ORCL', 'CA-201811'] [17.70724, 4.353063, 0.1125468, 2.532964] [21.20751, 4.598305, 0.1500625, 3.377285] [ 1411.85187528 5743.08251454 222129.81621868 9869.85997432] 0.230170 1.202127 0 1.202127 137.125 -0.096078
1987-10-30 ['ORCL', 'MCIC-199809', 'DZB-200104', 'CA-201811'] [0.1293642, 4.782238, 18.53084, 2.875969] [0.1125468, 4.353063, 17.70724, 2.532964] [193252.84738745 5227.67791984 1349.10236125 8692.72234854] -0.095864 0.977204 0 0.977204 150.070 -0.010745
1987-09-30 ['ORCL', 'ADBE', 'MSFT', 'AAPL'] [0.1681734, 1.098919, 0.2898473, 0.3954222] [0.1293642, 0.6422252, 0.2176578, 0.2703218] [148656.08948859 22749.62940854 86252.31285577 63223.56205595] -0.302946 1.080815 0 1.080815 205.505 0.354680
1987-08-31 ['AMAT', 'ORCL', 'MSFT', 'ADBE'] [0.3572946, 0.1384197, 0.259777, 0.9205227] [0.3426514, 0.1681734, 0.2898473, 1.098919] [ 69970.27103124 180610.12991648 96236.38736301 27158.48289238] 0.120881 1.550548 0 1.550548 209.575 0.381510
1987-07-31 ['ADBE', 'MSFT', 'ORCL', 'AMAT'] [0.9419303, 0.205635, 0.1177214, 0.2723639] [0.9205227, 0.259777, 0.1384197, 0.3572946] [ 26541.24195814 121574.63466822 212365.80604716 91788.96322163] 0.182054 1.383330 0 1.383330 196.350 0.294331
1987-06-30 ['ADBE', 'MSFT', 'ORCL', 'AAPL'] [0.9918811, 0.2231311, 0.1151341, 0.2830785] [0.9419303, 0.205635, 0.1177214, 0.2883207] [ 25204.63390219 112041.75482485 217138.10243881 88314.72542069] -0.021945 1.170276 0 1.170276 189.240 0.247462
1987-05-29 ['ADBE', 'MSFT', 'ORCL', 'TECD-202006'] [1.37008, 0.252125, 0.141007, 4.] [0.9918811, 0.2231311, 0.1151341, 2.78125] [ 18247.10965783 99157.16410511 177296.16260186 6250. ] -0.219803 1.196534 0 1.196534 188.770 0.244364
1987-04-30 ['ADBE', 'MSFT', 'TECD-202006', 'ORCL'] [1.384352, 0.2275018, 4.166833, 0.1216023] [1.37008, 0.252125, 4., 0.141007] [ 18058.99077691 109889.24043678 5999.76048956 205588.21667024] 0.054365 1.533632 0 1.533632 184.830 0.218392
1987-03-31 ['ADBE', 'SMLS-199502', 'MSFT', 'ADSK'] [0.9847453, 6.96875, 0.2116464, 3.267438] [1.384352, 5.1875, 0.2275018, 2.975228] [ 25387.27526803 3587.44394619 118121.54612599 7651.25459152] 0.033919 1.454555 0 1.454555 186.040 0.226368
1987-02-27 ['ADBE', 'MSFT', 'TFCF-201903', 'WDC'] [0.649361, 0.1678995, 4.40322, 11.99179] [0.9847453, 0.2116464, 4.392296, 9.08165] [ 38499.38631978 148898.59707742 5677.66316468 2084.7596564 ] 0.132970 1.406837 0 1.406837 182.750 0.204680
1987-01-30 ['ADBE', 'MSFT', 'TEVA', 'LOTS-199507'] [0.4852368, 0.1599718, 0.3684024, 21.83333] [0.649361, 0.1678995, 0.3805062, 23.] [ 51521.23664157 156277.54391712 67860.57854129 1145.03834275] 0.118521 1.241725 0 1.241725 166.675 0.098715
1986-12-31 ['SMLS-199502', 'ADBE', 'TIGO', 'TEVA'] [3.375, 0.3639276, 2.453202, 0.2925549] [3.5, 0.4852368, 2.766984, 0.3684024] [ 7407.40740741 68694.98218877 10190.76292943 85454.04640291] 0.189384 1.110149 0 1.110149 141.405 -0.067864
1986-11-28 ['TIGO', 'WCOEQ-200404', 'LOTS-199507', 'ADBE'] [3.194869, 0.6026565, 18., 0.3496559] [2.453202, 0.3615939, 17.25, 0.3639276] [ 7825.04697376 41483.00068115 1388.88888889 71498.86502702] -0.158248 0.933382 0 0.933382 147.940 -0.024786
1986-10-31 ['LOTS-199507', 'TIGO', 'LGNT-199511', 'CA-201811'] [15.83333, 2.510254, 16.5, 1.543525] [18., 3.194869, 17.5, 1.510543] [ 1578.94770083 9959.15154403 1515.15151515 16196.69263536] 0.112202 1.108856 0 1.108856 144.480 -0.047594
1986-09-30 ['TIGO', 'DZB-200104', 'JBHT', 'LOTS-199507'] [2.053844, 11.47418, 3.189916, 13.16667] [2.510254, 10.55791, 3.085943, 15.83333] [12172.29740915 2178.80493421 7837.19696694 1898.73369652] 0.078076 0.996992 0 0.996992 137.495 -0.093639
1986-08-29 ['TIGO', 'DZB-200104', 'JWN', 'LGNT-199511'] [2.053844, 12.08887, 3.264364, 15.] [2.053844, 11.47418, 2.611491, 14.25] [12172.29740915 2068.01793716 7658.45965707 1666.66666667] -0.075212 0.924788 0 0.924788 151.700 0.000000