4 Months NDx100_topN_4_BM

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55 Months NDx100_topN_4_BM

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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 ['VIAV', 'BVSN-202005', 'VRTS-200507', 'VSTR-200105'] [463.7842, 9539.046, 97.25, 116.5012] [599.5225, 18925.11, 131.9167, 132.0715] [ 53.90438053 2.62080715 257.06940874 214.59006431] 0.441689 1074.404921 0 1074.404921 3570.050 20.954002
1999-12-31 ['QCOM', 'BVSN-202005', 'ITWO-201001', 'VSTR-200105'] [59.40644, 12751.72, 1218.75, 141.2531] [42.83672, 9539.046, 1203.906, 116.5012] [420.82979556 1.96051984 20.51282051 176.98726612] -0.179568 745.240256 0 745.240256 3707.830 21.801279
1999-11-30 ['QCOM', 'CNXT-201104', 'VIAV', 'VSTR-200105'] [30.55173, 212.9214, 260.1058, 91.56328] [59.40644, 238.5259, 366.8487, 141.2531] [818.28426737 117.41421952 96.11473485 273.03521674] 0.504443 908.351105 0 908.351105 2966.710 17.243766
1999-10-29 ['QCOM', 'CNXT-201104', 'VSTR-200105', 'VIAV'] [18.78323, 167.7767, 98.01489, 189.7493] [30.55173, 212.9214, 91.56328, 260.1058] [1330.97449161 149.00757972 255.06328681 131.75279171] 0.300146 603.778914 0 603.778914 2637.440 15.218922
1999-09-30 ['QCOM', 'CNXT-201104', 'CNET-200806', 'STCN'] [15.9531, 130.493, 56., 441.3887] [18.78323, 167.7767, 47.1875, 471.2632] [1567.09354295 191.58115761 446.42857143 56.63942008] 0.093359 464.393263 0 464.393263 2407.900 13.807367
1999-08-31 ['QCOM', 'EYE-200505', 'STCN', 'CNXT-201104'] [16.20607, 90.5, 361.4543, 129.1454] [15.9531, 79.125, 441.3887, 130.493] [1542.63186571 276.24309392 69.16503691 193.58025915] 0.022570 424.740138 0 424.740138 2396.870 13.739538
1999-07-30 ['EYE-200505', 'STCN', 'QCOM', 'CNET-200806'] [101.25, 396.9807, 13.15458, 40.] [90.5, 361.4543, 16.20607, 37.5625] [ 246.91358025 62.97535371 1900.47876861 625. ] -0.006158 415.365221 0 415.365221 2270.930 12.965071
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 417.938696 0 417.938696 2296.770 13.123974
1999-05-31 ['STCN', 'IMNX-200207', 'LCOS-200010', 'QCOM'] [446.2332, 21.6875, 50.25, 8.200534] [491.1795, 21.23958, 45.9375, 12.10053] [ 56.02451812 1152.73775216 497.51243781 3048.5819582 ] 0.117457 481.053027 0 481.053027 2089.700 11.850598
1999-04-30 ['STCN', 'AMZN', 'AABA-201910', 'ATHMA-200109'] [548.1025, 86.03125, 11.9049, 71.96875] [446.2332, 59.375, 10.08616, 63.375] [ 45.61190653 290.59208137 2099.97564028 347.37299175] -0.191971 430.489089 0 430.489089 2136.390 12.137718
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 532.764369 0 532.764369 2106.390 11.953233
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 490.887910 0 490.887910 1925.280 10.839498
1999-01-29 ['AMZN', 'AABA-201910', 'JAVA-201001', 'NSCP-199903'] [58.46875, 12.07102, 55.875, 73.8125] [64.0625, 10.46098, 48.65625, 77.4375] [ 427.57883485 2071.07601512 447.42729306 338.69602032] -0.029448 393.760396 0 393.760396 2127.190 12.081143
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 405.707838 0 405.707838 1836.010 10.290533
1998-11-30 ['AABA-201910', 'CTXS', 'NSCP-199903', 'WWWW-200709'] [6.542373, 15.84048, 37., 227.5] [8.073611, 18.52429, 60.75, 173.125] [3821.24345402 1578.23500298 675.67567568 109.89010989] 0.201589 313.983910 0 313.983910 1557.960 8.580666
1998-10-30 ['AABA-201910', 'DELL-201310', 'NOVL-201104', 'AAPL'] [4.459547, 31.38334, 14.875, 0.2838317] [6.542373, 29.13739, 16.5625, 0.2441717] [ 5605.95055955 796.60099913 1680.67226891 88080.36593517] 0.092300 261.307160 0 261.307160 1400.520 7.612490
1998-09-30 ['AABA-201910', 'DELL-201310', 'AAPL', 'WWWW-200709'] [4.412694, 31.50312, 0.291477, 175.] [4.459547, 31.38334, 0.2838317, 209.375] [ 5665.47329137 793.57219221 85770.06075951 142.85714286] 0.044254 239.226635 0 239.226635 1345.480 7.274021
1998-08-31 ['DELL-201310', 'AAPL', 'SPLS-201709', 'TCOMA-199903'] [23.95675, 0.2384377, 8.679041, 33.] [31.50312, 0.291477, 9.398961, 39.125] [ 1043.54722573 104849.19121431 2880.50258087 757.57575758] 0.201500 229.088623 0 229.088623 1140.340 6.012514
1998-07-31 ['DELL-201310', 'AAPL', 'SPLS-201709', 'MCIC-199809'] [26.02302, 0.2647184, 10.51884, 64.75] [23.95675, 0.2384377, 8.679041, 50.] [ 960.68788327 94439.9784828 2376.68792376 386.1003861 ] -0.145346 190.668844 0 190.668844 1377.260 7.469452
1998-06-30 ['CTXS', 'MCIC-199809', 'DELL-201310', 'CSCO'] [13.04931, 58.125, 22.23486, 11.09617] [12.15471, 64.75, 26.02302, 11.54062] [1915.81010797 430.10752688 1124.36057614 2253.02964897] 0.063962 223.094772 0 223.094772 1337.340 7.223965
1998-05-29 ['DELL-201310', 'TCOMA-199903', 'RXSD-200007', 'MCIC-199809'] [19.73437, 34.3125, 33.5, 53.46875] [22.23486, 38.4375, 35.25, 58.125] [1266.82534076 728.59744991 746.26865672 467.56282876] 0.096562 209.683035 0 209.683035 1192.070 6.330628
1998-04-30 ['AFM-200008', 'CTXS', 'SPOT-200408', 'DELL-201310'] [47.4375, 11.8565, 58.4375, 19.34507] [41.8125, 9.95994, 54.625, 19.73437] [ 527.00922266 2108.54805381 427.80748663 1292.31892157] -0.080913 191.218572 0 191.218572 1248.120 6.675307
1998-03-31 ['DELL-201310', 'SPOT-200408', 'TCOMA-199903', 'CPWR-201412'] [16.2307, 60.875, 31.09375, 22.36254] [19.34507, 58.4375, 32.25, 22.13608] [1540.29093015 410.67761807 804.0201005 1117.94098524] 0.044725 208.052814 0 208.052814 1220.660 6.506442
1998-02-27 ['RXSD-200007', 'DELL-201310', 'AFM-200008', 'CMCSK-201512'] [37., 16.75475, 44.75, 10.08426] [34.0625, 16.2307, 45.875, 10.18104] [ 675.67567568 1492.11417658 558.65921788 2479.11101062] -0.018983 199.146031 0 199.146031 1194.130 6.343296
1998-01-30 ['CTXS', 'DELL-201310', 'AFM-200008', 'CPWR-201412'] [8.747252, 11.91099, 34.375, 17.66358] [8.027592, 16.75475, 44.75, 19.07893] [2858.04044516 2098.90193846 727.27272727 1415.34162384] 0.176584 202.999612 0 202.999612 1071.130 5.586908
1997-12-31 ['DELL-201310', 'TCOMA-199903', 'CPWR-201412', 'HBOC-199901'] [10.06183, 27.9375, 14.49319, 23.942] [11.91099, 28., 17.66358, 26.09303] [2484.63748642 894.85458613 1724.94806181 1044.19012614] 0.123653 172.533012 0 172.533012 990.800 5.092919
1997-11-28 ['DELL-201310', 'CPWR-201412', 'TCOMA-199903', 'GNCI-199908'] [10.08429, 15.82362, 22.90625, 34.125] [10.06183, 14.49319, 27.9375, 34.] [2479.10363546 1579.91660568 1091.40518417 732.6007326 ] 0.032419 153.546574 0 153.546574 1050.510 5.460105
1997-10-31 ['DELL-201310', 'CPWR-201412', 'ROST', 'GNCI-199908'] [9.597672, 14.97441, 1.884626, 31.5] [10.08429, 15.82362, 1.966566, 34.125] [ 2604.79833026 1669.51485902 13265.231404 793.65079365] 0.058556 148.725045 0 148.725045 1019.620 5.270147
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 140.498045 0 140.498045 1097.170 5.747041
1997-08-29 ['DELL-201310', 'QMCO', 'AMAT', 'MLKN'] [9.829752, 236.2908, 8.844506, 19.06024] [11.60405, 258.1929, 8.926508, 19.70479] [2543.29915953 105.80183401 2826.61349317 1311.63091336] 0.079071 163.070770 0 163.070770 1074.170 5.605602
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 151.121513 0 151.121513 1107.030 5.807675
1997-06-30 ['DELL-201310', 'AMAT', 'QMCO', 'KLAC'] [7.033551, 6.636308, 136.8886, 13.34251] [10.24151, 8.610214, 195.856, 16.57551] [3554.3923688 3767.15486985 182.63025555 1873.7104188 ] 0.356653 138.524886 0 138.524886 957.300 4.886911
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 102.107831 0 102.107831 958.850 4.896443
1997-04-30 ['QMCO', 'DELL-201310', 'ALTR-201512', 'KLAC'] [140.6794, 5.015944, 11.1654, 12.17932] [130.9919, 6.737835, 11.95488, 13.0004] [ 177.70903203 4984.10668062 2239.05995307 2052.6597544 ] 0.103136 98.966057 0 98.966057 874.740 4.379209
1997-03-31 ['DELL-201310', 'QMCO', 'ALTR-201512', 'APCC-200702'] [4.050187, 130.1495, 9.699239, 10.14608] [5.015944, 140.6794, 11.1654, 9.031774] [6172.5545018 192.0867925 2577.52180351 2464.00580323] 0.090172 89.713360 0 89.713360 797.060 3.901516
1997-02-28 ['DELL-201310', 'INTC', 'ALTR-201512', 'MFE-201102'] [4.259809, 10.73575, 10.23495, 30.58333] [4.050187, 10.52766, 9.699239, 29.5] [5868.80773293 2328.66823464 2442.61085789 817.43878119] -0.039089 82.292813 0 82.292813 850.460 4.229899
1997-01-31 ['DELL-201310', 'AN', 'INTC', 'CPWR-201412'] [3.96035, 37.80164, 12.27754, 7.727815] [4.259809, 32.04676, 10.73575, 7.048446] [6312.57338367 661.34696802 2036.23852987 3235.06709206] -0.072529 85.640405 0 85.640405 921.550 4.667066
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 92.337527 0 92.337527 821.360 4.050949
1996-11-29 ['DELL-201310', 'CPWR-201412', 'AN', 'APCC-200702'] [3.043255, 6.397385, 30.12847, 11.1431] [3.181755, 5.675556, 28.21018, 12.78524] [8214.88833502 3907.84672175 829.77993904 2243.5408459 ] 0.004094 76.373742 0 76.373742 834.010 4.128740
1996-10-31 ['DELL-201310', 'CPWR-201412', 'CSCC-199706', 'APCC-200702'] [2.43685, 5.97278, 72.625, 10.02879] [3.043255, 6.397385, 69.125, 11.1431] [10259.14602868 4185.65559086 344.23407917 2492.82316212] 0.095714 76.062332 0 76.062332 751.990 3.624358
1996-09-30 ['CSCC-199706', 'CPWR-201412', 'DELL-201310', 'ANDW-200712'] [81.5, 5.180183, 2.328296, 33.25] [72.625, 5.97278, 2.43685, 32.5] [ 306.74846626 4826.08432945 10737.46637026 751.87969925] 0.017044 69.418048 0 69.418048 737.570 3.535682
1996-08-30 ['CNTO-199910', 'CSCC-199706', 'CPWR-201412', 'AN'] [33.875, 68.125, 4.868806, 23.58371] [35.5, 81.5, 5.180183, 26.17904] [ 738.00738007 366.97247706 5134.72913072 1060.05374048] 0.104575 68.254693 0 68.254693 663.570 3.080620
1996-07-31 ['CSCC-199706', 'CNTO-199910', 'CPWR-201412', 'BMC-201309'] [61.5, 24.875, 4.769732, 16.] [68.125, 33.875, 4.868806, 18.625] [ 406.50406504 1005.02512563 5241.38463125 1562.5 ] 0.163592 61.792694 0 61.792694 636.010 2.911140
1996-06-28 ['CNTO-199910', 'IT', 'HBOC-199901', 'STRM-199607'] [29.875, 34.51664, 16.85793, 56.25] [24.875, 30.7469, 15.24056, 57.25] [ 836.82008368 724.28834325 1482.98159976 444.44444444] -0.088686 53.105138 0 53.105138 677.300 3.165052
1996-05-31 ['CNTO-199910', 'USRX-199706', 'IT', 'HBOC-199901'] [35.375, 91.75, 33.69201, 15.53109] [29.875, 85.5, 34.51664, 16.85793] [ 706.71378092 272.47956403 742.01568859 1609.67453025] -0.028423 58.273128 0 58.273128 692.390 3.257848
1996-04-30 ['CNTO-199910', 'TWX-201806', 'JAVA-201001', 'IT'] [40., 6.09412, 13.5625, 32.27835] [35.375, 5.379965, 15.65625, 33.69201] [ 625. 4102.31501841 1843.31797235 774.51294753] -0.008660 59.977851 0 59.977851 666.730 3.100052
1996-03-29 ['TWX-201806', 'CNTO-199910', 'USRX-199706', 'PSFT-200501'] [5.332355, 36.125, 64.625, 14.16452] [6.09412, 40., 78.25, 15.51939] [4688.36002104 692.04152249 386.84719536 1764.97332772] 0.139152 60.501778 0 60.501778 609.690 2.749285
1996-02-29 ['USRX-199706', 'TWX-201806', 'JAVA-201001', 'IT'] [62., 4.677713, 13.125, 25.50461] [64.625, 5.332355, 10.9375, 28.74423] [ 403.22580645 5344.49206268 1904.76190476 980.21494938] 0.035661 53.111246 0 53.111246 622.830 2.830089
1996-01-31 ['IT', 'CNTO-199910', 'IDXX', 'JAVA-201001'] [26.03473, 34.25, 12.5625, 11.5] [25.50461, 29.125, 12., 13.125] [ 960.25578141 729.9270073 1990.04975124 2173.91304348] -0.018367 51.282485 0 51.282485 591.820 2.639394
1995-12-29 ['USRX-199706', 'JAVA-201001', 'IDXX', 'IT'] [43.875, 11.40625, 11.75, 22.55951] [44.125, 11.5, 12.5625, 26.03473] [ 569.8005698 2191.78082192 2127.65957447 1108.18009788] 0.059278 52.242025 0 52.242025 576.230 2.543523
1995-11-30 ['USRX-199706', 'JAVA-201001', 'INTU', 'CSCO'] [54.875, 10.51562, 12.64879, 3.379825] [43.875, 11.40625, 11.74531, 2.998151] [ 455.5808656 2377.41569208 1976.47363898 7396.83267625] -0.075029 49.318511 0 49.318511 593.720 2.651078
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 53.318967 0 53.318967 598.780 2.682194
1995-09-29 ['CRUS', 'USRX-199706', 'ALTR-201512', 'NWACQ-200705'] [57.25, 42.625, 7.034768, 42.5] [42.125, 46.25, 6.823302, 40.125] [ 436.68122271 586.51026393 3553.77746644 588.23529412] -0.066273 57.260768 0 57.260768 585.080 2.597946
1995-08-31 ['CRUS', 'ALTR-201512', 'XLNX-202202', 'NWACQ-200705'] [54.5, 7.062963, 7.555573, 36.125] [57.25, 7.034768, 8.480746, 42.5] [ 458.71559633 3539.59096204 3308.81588994 692.04152249] 0.086347 61.324935 0 61.324935 576.770 2.546844
1995-07-31 ['CRUS', 'ALTR-201512', 'ASCL-200504', 'INTC'] [46., 6.315784, 118.5, 4.901896] [54.5, 7.062963, 112., 4.628521] [ 543.47826087 3958.33676389 210.97046414 5100.06740249] 0.048116 56.450615 0 56.450615 568.880 2.498324
1995-06-30 ['STRM-199607', 'TLAB-201312', 'CRUS', 'BAY-199808'] [24.375, 8.146771, 31.375, 27.58333] [27.125, 7.533118, 46., 29.91667] [1025.64102564 3068.70047041 796.812749 906.3445204 ] 0.147056 53.859123 0 53.859123 538.030 2.308612
1995-05-31 ['STRM-199607', 'COMS-201004', 'XLNX-202202', 'LGNT-199511'] [19.125, 5.842525, 4.948938, 43.625] [24.375, 6.116393, 5.521663, 43.75] [1307.18954248 4278.97184864 5051.58884593 573.06590258] 0.109994 46.954226 0 46.954226 488.100 2.001568
1995-04-28 ['STRM-199607', 'COMS-201004', 'XLNX-202202', 'TLAB-201312'] [18.375, 5.112209, 4.508379, 5.840282] [19.125, 5.842525, 4.948938, 5.586357] [1360.54421769 4890.25390003 5545.23033667 4280.61521687] 0.059479 42.301325 0 42.301325 469.560 1.887556
1995-03-31 ['STRM-199607', 'ASCL-200504', 'COMS-201004', 'QCOM'] [21.5, 68.75, 5.169265, 1.32699] [18.375, 78.75, 5.112209, 1.063618] [ 1162.79069767 363.63636364 4836.27749786 18839.62953752] -0.052351 39.926540 0 39.926540 447.150 1.749746
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 42.132215 0 42.132215 432.500 1.659656
1995-01-31 ['STRM-199607', 'SMLS-199502', 'ASCL-200504', 'DELL-201310'] [17.875, 59.25, 64.5, 0.6382227] [18.5, 68.125, 75.5, 0.6213781] [ 1398.6013986 421.94092827 387.59689922 39171.2798683 ] 0.082226 40.520616 0 40.520616 405.330 1.492574
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 37.441920 0 37.441920 404.270 1.486056
1994-11-30 ['STRM-199607', 'FORE-199906', 'WWWW-200709', 'CSCC-199706'] [14.0625, 13.8125, 70., 9.104167] [17.5, 16.875, 83.75, 10.29167] [1777.77777778 1809.95475113 357.14285714 2745.9953228 ] 0.198257 36.031344 0 36.031344 404.820 1.489438
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 30.069799 0 30.069799 413.050 1.540049
1994-09-30 ['HOLX', 'STRM-199607', 'PHS-200512', 'CDWC-200710'] [1.953125, 9.3125, 39.625, 4.535933] [1.953125, 14.15625, 37.25, 4.859928] [12800. 2684.56375839 630.9148265 5511.54525431] 0.132906 31.471760 0 31.471760 393.850 1.421978
1994-08-31 ['HOLX', 'MU', 'ANDW-200712', 'STRM-199607'] [1.8125, 9.946911, 14.37037, 9.5] [1.953125, 8.53712, 14.85185, 9.3125] [13793.10344828 2513.34308712 1739.69076649 2631.57894737] -0.012594 27.779663 0 27.779663 397.900 1.446884
1994-07-29 ['HOLX', 'MU', 'WDC', 'DURA-200011'] [1.4375, 9.236417, 6.121333, 5.25] [1.8125, 9.946911, 6.020983, 5.375] [17391.30434783 2706.6772754 4084.07776541 4761.9047619 ] 0.086302 28.133991 0 28.133991 370.160 1.276297
1994-06-30 ['WDC', 'HOLX', 'MCHP', 'CPWR-201412'] [5.117836, 1.34375, 1.375923, 4.684811] [6.121333, 1.4375, 1.249065, 4.458354] [ 4884.87712385 18604.65116279 18169.6214105 5336.39457387] 0.031327 25.898862 0 25.898862 360.300 1.215663
1994-05-31 ['HOLX', 'WDC', 'CDWC-200710', 'DURA-200011'] [1.28125, 5.619584, 3.037455, 4.9375] [1.34375, 5.117836, 2.915957, 5.25] [19512.19512195 4448.72787737 8230.57460934 5063.29113924] -0.004303 25.112168 0 25.112168 378.850 1.329736
1994-04-29 ['WDC', 'MCHP', 'COMS-201004', 'CDWC-200710'] [6.322032, 1.092932, 2.681628, 3.158953] [5.619584, 1.210032, 2.145302, 3.037455] [ 3954.42477988 22874.25018208 9322.69501959 7914.01454849] -0.060607 25.220705 0 25.220705 373.250 1.295299
1994-03-31 ['JCOR-199905', 'WDC', 'MCHP', 'IDTI-201903'] [12.75, 6.773606, 0.9953486, 12.6875] [14.25, 6.322032, 1.092932, 15.0625] [ 1960.78431373 3690.79630554 25116.82841569 1970.44334975] 0.084053 26.847887 0 26.847887 382.960 1.355010
1994-02-28 ['JCOR-199905', 'MCHP', 'WDC', 'IDTI-201903'] [17., 1.157987, 6.071158, 13.] [12.75, 0.9953486, 6.773606, 12.6875] [ 1470.58823529 21589.18882509 4117.83056873 1923.07692308] -0.074696 24.766213 0 24.766213 412.170 1.534637
1994-01-31 ['JCOR-199905', 'MCHP', 'PDLI-202012', 'IAC'] [13.75, 1.034382, 1.044265, 0.4588391] [17., 1.157987, 0.9076731, 0.4161564] [ 1818.18181818 24169.02072929 23940.28335719 54485.33047859] 0.033009 26.765497 0 26.765497 413.990 1.545829
1993-12-31 ['JCOR-199905', 'NTLDQ-200301', 'MCHP', 'EDCI-202003'] [14.375, 11.28, 1.014865, 1.675699] [13.75, 9.599999, 1.034382, 1.627546] [ 1739.13043478 2216.31205674 24633.8182911 14919.14717381] -0.050480 25.910233 0 25.910233 398.280 1.449221
1993-11-30 ['JCOR-199905', 'NTLDQ-200301', 'MCHP', 'TIGO'] [14.25, 11.76, 0.83271, 13.29294] [14.375, 11.28, 1.014865, 10.72563] [ 1754.38596491 2125.85034014 30022.45679768 1880.6975733 ] -0.001607 27.287713 0 27.287713 386.760 1.378378
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 27.331636 0 27.331636 390.985 1.404360
1993-09-30 ['JCOR-199905', 'EDCI-202003', 'NTLDQ-200301', 'IAC'] [12., 1.70459, 13.5, 0.7682887] [14.75, 1.834601, 13.86, 0.6935939] [ 2083.33333333 14666.28338779 1851.85185185 32539.8512304 ] 0.058721 30.597963 0 30.597963 382.715 1.353504
1993-08-31 ['JCOR-199905', 'EDCI-202003', 'IAC', 'NTLDQ-200301'] [14.5, 1.324187, 0.757618, 9.] [12., 1.70459, 0.7682887, 13.5] [ 1724.13793103 18879.50870987 32998.1600226 2777.77777778] 0.157236 28.900888 0 28.900888 372.650 1.291609
1993-07-30 ['JCOR-199905', 'IAC', 'QVCN-199502', 'NTLDQ-200301'] [9.5, 0.7682887, 68.5, 6.96] [14.5, 0.757618, 65.5, 9.] [ 2631.57894737 32539.8512304 364.96350365 3591.95402299] 0.190434 24.974068 0 24.974068 352.865 1.169941
1993-06-30 ['DIGI-199809', 'EDCI-202003', 'QVCN-199502', 'QCOM'] [25.375, 0.8234035, 63.5, 1.175045] [27.5, 0.7463599, 68.5, 1.362444] [ 985.22167488 30361.78495719 393.7007874 21275.78092754] 0.057100 20.978966 0 20.978966 366.125 1.251484
1993-05-31 ['DIGI-199809', 'EDCI-202003', 'QVCN-199502', 'QCOM'] [21.375, 0.7270991, 68., 0.9167374] [25.375, 0.8234035, 63.5, 1.175045] [ 1169.59064327 34383.20856125 367.64705882 27270.62297229] 0.133794 19.845776 0 19.845776 368.110 1.263690
1993-04-30 ['DIGI-199809', 'AMD', 'COMR-200001', 'EDCI-202003'] [16.9375, 14.05862, 4.723145, 0.5746169] [21.375, 14.30855, 5.084109, 0.7270991] [ 1476.01476015 1778.26842179 5293.08331631 43507.24804648] 0.155390 17.503862 0 17.503862 339.945 1.090490
1993-03-31 ['DIGI-199809', 'COMS-201004', 'AKLMQ-200808', 'QVCN-199502'] [13.625, 1.614682, 12.83333, 57.] [16.9375, 1.443514, 12.33333, 52.5] [ 1834.86238532 15482.9248112 1948.05245404 438.59649123] 0.004801 15.149750 0 15.149750 359.420 1.210251
1993-02-26 ['DIGI-199809', 'AKLMQ-200808', 'BAY-199808', 'COMS-201004'] [13.0625, 11.33333, 13.25, 1.329403] [13.625, 12.83333, 13.83333, 1.614682] [ 1913.87559809 2205.88300173 1886.79245283 18805.43371724] 0.108508 15.077365 0 15.077365 351.140 1.159333
1993-01-29 ['DIGI-199809', 'AKLMQ-200808', 'CERN', 'OHP-200407'] [13.5, 14.5, 1.738232, 6.940757] [13.0625, 11.33333, 1.398143, 4.793168] [ 1851.85185185 1724.13793103 14382.42996332 3601.91258677] -0.188967 13.601494 0 13.601494 370.560 1.278757
1992-12-31 ['DIGI-199809', 'CERN', 'OHP-200407', 'XRAY'] [11., 1.670214, 7.03413, 6.791649] [13.5, 1.738232, 6.940757, 6.791649] [ 2272.72727273 14968.14180698 3554.09979628 3680.99117019] 0.063681 16.770580 0 16.770580 360.185 1.214956
1992-11-30 ['CERN', 'DIGI-199809', 'XRAY', 'ESRX-201812'] [1.602197, 9.25, 6.443359, 0.4609375] [1.670214, 11., 6.791649, 0.5097656] [15603.57434198 2702.7027027 3879.96385115 54237.28813559] 0.097907 15.766555 0 15.766555 350.960 1.158226
1992-10-30 ['CERN', 'DIGI-199809', 'AKLMQ-200808', 'ASCL-200504'] [1.246993, 8.625, 8.5, 28.75] [1.602197, 9.25, 10.08333, 31.25] [20048.22801732 2898.55072464 2941.17647059 869.56521739] 0.157636 14.360557 0 14.360557 329.155 1.024137
1992-09-30 ['ASCL-200504', 'DIGI-199809', 'SXCL-201702', 'CERN'] [23., 6.0625, 48.17553, 1.027824] [28.75, 8.625, 44.08062, 1.246993] [ 1086.95652174 4123.71134021 518.93565053 24323.23043634] 0.200229 12.405074 0 12.405074 313.185 0.925929
1992-08-31 ['SXCL-201702', 'CERN', 'PHS-200512', 'ASCL-200504'] [46.00764, 0.9371339, 17.125, 18.75] [48.17553, 1.027824, 19.75, 23.] [ 543.38801121 26677.08424591 1459.8540146 1333.33333333] 0.130961 10.335588 0 10.335588 299.260 0.840298
1992-07-31 ['PHS-200512', 'CERN', 'SXCL-201702', 'ASCL-200504'] [17.75, 0.9975941, 46.00764, 18.875] [17.125, 0.9371339, 46.00764, 18.75] [ 1408.45070423 25060.29255786 543.38801121 1324.50331126] -0.025610 9.138763 0 9.138763 310.895 0.911847
1992-06-30 ['ASCL-200504', 'SXCL-201702', 'CERN', 'GNTX'] [15., 44.08062, 0.7708682, 0.5053688] [18.875, 46.00764, 0.9975941, 0.4399065] [ 1666.66666667 567.14265816 32430.96550098 49468.82356014] 0.116658 9.378958 0 9.378958 301.230 0.852412
1992-05-29 ['ASCL-200504', 'SXCL-201702', 'HBOC-199901', 'CERN'] [16.625, 42.87622, 1.091963, 0.710408] [15., 44.08062, 0.8932126, 0.7708682] [ 1503.7593985 583.07378775 22894.54862482 35191.04514589] -0.041640 8.399130 0 8.399130 315.295 0.938905
1992-04-30 ['ASCL-200504', 'HBOC-199901', 'PTC', 'SXCL-201702'] [16.875, 1.099494, 11.40625, 33.00024] [16.625, 1.091963, 12.26562, 42.87622] [ 1481.48148148 22737.73208403 2191.78082192 757.57024797] 0.088237 8.764066 0 8.764066 307.860 0.893183
1992-03-31 ['ASCL-200504', 'APCC-200702', 'EA', 'GNTX'] [14.375, 3.841436, 2.946149, 0.4189585] [16.875, 3.313605, 2.729064, 0.4660914] [ 1739.13043478 6507.98295221 8485.65364481 59671.78133395] 0.018831 8.053454 0 8.053454 323.050 0.986594
1992-02-28 ['ASCL-200504', 'APCC-200702', 'MEDI-200706', 'TECD-202006'] [14.125, 4.207985, 6.208333, 10.] [14.375, 3.841436, 5.25, 9.3125] [1769.91150442 5941.08581661 4026.84585379 2500. ] -0.073130 7.904602 0 7.904602 345.880 1.126987
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 8.528277 0 8.528277 338.315 1.080466
1991-12-31 ['MEDI-200706', 'APCC-200702', 'CSCO', 'FHCC-200501'] [7.291667, 3.137661, 0.3327093, 9.875] [6.75, 3.636168, 0.3772798, 9.5] [ 3428.57127184 7967.71862862 75140.6708499 2531.64556962] 0.045145 7.952376 0 7.952376 330.855 1.034591
1991-11-29 ['MEDI-200706', 'DG-200707', 'TECD-202006', 'ASCL-200504'] [5.75, 1.209237, 6.875, 7.0625] [7.291667, 1.477106, 7., 6.875] [ 4347.82608696 20674.19372712 3636.36363636 3539.82300885] 0.120317 7.608873 0 7.608873 284.790 0.751314
1991-10-31 ['MEDI-200706', 'ASCL-200504', 'EYE-200505', 'FHCC-200501'] [8.75, 7.625, 3.65625, 9.0625] [5.75, 7.0625, 3.5, 7.46875] [2857.14285714 3278.68852459 6837.60683761 2758.62068966] -0.158806 6.791714 0 6.791714 292.505 0.798758
1991-09-30 ['QVCN-199502', 'FHCC-200501', 'CMVT-201302', 'DG-200707'] [16.5, 7.625, 1.361912, 1.221593] [17.375, 9.0625, 1.361912, 1.297943] [ 1515.15151515 3278.68852459 18356.54579738 20465.08125047] 0.076014 8.073899 0 8.073899 287.535 0.768195
1991-08-30 ['FHCC-200501', 'QVCN-199502', 'EA', 'TECD-202006'] [7., 15., 1.690159, 5.75] [7.625, 16.5, 1.566111, 5.5625] [ 3571.42857143 1666.66666667 14791.50778122 4347.82608696] 0.020821 7.503527 0 7.503527 287.405 0.767395
1991-07-31 ['FHCC-200501', 'TECD-202006', 'SMLS-199502', 'AMGN'] [6.5, 4.53125, 79.5, 4.728029] [7., 5.75, 83.5, 5.103397] [3846.15384615 5517.24137931 314.46540881 5287.61562165] 0.118899 7.350485 0 7.350485 272.155 0.673616
1991-06-28 ['FHCC-200501', 'WWWW-200709', 'TECD-202006', 'DELL-201310'] [5.437500e+00, 1.825000e+02, 3.750000e+00, 2.445584e-01] [6.5, 190., 4.53125, 0.2869818] [ 4597.70114943 136.98630137 6666.66666667 102225.07180289] 0.154575 6.569392 0 6.569392 254.195 0.563171
1991-05-31 ['FHCC-200501', 'USHC-199607', 'CHRS-201206', 'AMGN'] [5.09375, 15.00111, 10.55326, 3.905416] [5.4375, 12.93427, 10.02595, 3.765652] [4907.97546012 1666.54334246 2368.93623392 6401.3667174 ] -0.039012 5.689878 0 5.689878 279.000 0.715709
1991-04-30 ['AMGN', 'FHCC-200501', 'CSCO', 'USHC-199607'] [4.049174, 3.1875, 0.1494053, 11.93422] [3.905416, 5.09375, 0.1619604, 15.00111] [ 6174.09871742 7843.1372549 167330.07463591 2094.81641867] 0.225888 5.920863 0 5.920863 263.655 0.621345
1991-03-29 ['AMGN', 'USHC-199607', 'FHCC-200501', 'ASTA-199708'] [4.192932, 14.00103, 3.65625, 27.25] [4.049174, 11.93422, 3.1875, 22.5] [5962.41484479 1785.58291783 6837.60683761 917.43119266] -0.121105 4.829856 0 4.829856 264.905 0.629032
1991-02-28 ['FHCC-200501', 'AMGN', 'USHC-199607', 'DELL-201310'] [3.28125, 2.915086, 10.46952, 0.2520449] [3.65625, 4.192932, 14.00103, 0.2844864] [ 7619.04761905 8576.07631473 2387.88406727 99188.67630331] 0.254667 5.495375 0 5.495375 250.115 0.538081
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 4.379946 0 4.379946 232.425 0.429296
1990-12-31 ['USHC-199607', 'DELL-201310', 'FHCC-200501', 'ASTA-199708'] [7.810597, 0.1846666, 2.15625, 18.625] [10.07068, 0.2258422, 2.796875, 23.5] [ 3200.77965871 135379.11024517 11594.20289855 1342.28187919] 0.267795 4.087605 0 4.087605 200.530 0.233158
1990-11-30 ['APCC-200702', 'FHCC-200501', 'USHC-199607', 'DELL-201310'] [1.055662, 1.875, 6.724536, 0.1310135] [1.070324, 2.15625, 7.810597, 0.1846666] [ 23681.82240149 13333.33333333 3717.72862841 190820.02999691] 0.183730 3.224185 0 3.224185 192.580 0.184270
1990-10-31 ['DELL-201310', 'APCC-200702', 'AMGN', 'QMCO'] [0.1060585, 0.7184365, 1.509455, 41.27717] [0.1310135, 1.055662, 1.852876, 48.5779] [235718.96641948 34797.78658239 16562.26916337 605.6616769 ] 0.277267 2.723750 0 2.723750 172.555 0.061126
1990-09-28 ['APCC-200702', 'AN', 'FHCC-200501', 'NVLS-201206'] [0.7282112, 5.422802, 1.375, 2.104167] [0.7184365, 4.628081, 1.5, 1.75] [34330.69966515 4610.16279038 18181.81818182 11881.18623664] -0.059346 2.132484 0 2.132484 177.055 0.088799
1990-08-31 ['AN', 'WWWW-200709', 'APCC-200702', 'DELL-201310'] [6.498013, 88.75, 0.7330985, 0.1172882] [5.422802, 57.5, 0.7282112, 0.0873423] [ 3847.32994532 281.69014085 34101.82942674 213150.17196956] -0.194891 2.267021 0 2.267021 193.615 0.190634
1990-07-31 ['AN', 'WWWW-200709', 'FHCC-200501', 'ADBE'] [7.573223, 103.75, 1.3125, 2.036098] [6.498013, 88.75, 1.3125, 1.44918] [ 3301.1044307 240.96385542 19047.61904762 12278.38738607] -0.143702 2.815796 0 2.815796 223.385 0.373705
1990-06-29 ['ASTA-199708', 'WWWW-200709', 'AN', 'EA'] [11.9375, 120., 6.357768, 1.038905] [10.25, 103.75, 7.573223, 0.7676113] [ 2094.2408377 208.33333333 3932.19758884 24063.7979411 ] -0.086684 3.288338 0 3.288338 238.460 0.466408
1990-05-31 ['ASTA-199708', 'WWWW-200709', 'MSFT', 'CNTO-199910'] [12.5, 100., 0.6387761, 21.625] [11.9375, 120., 0.6650268, 22.0625] [ 2000. 250. 39137.3440553 1156.06936416] 0.054082 3.600438 0 3.600438 236.150 0.452203
1990-04-30 ['ASTA-199708', 'VTRS', 'WWWW-200709', 'MSFT'] [10.5, 2.682999, 85.625, 0.5075225] [12.5, 2.777693, 100., 0.6387761] [ 2380.95238095 9317.93116583 291.97080292 49258.89985173] 0.163067 3.415711 0 3.415711 205.815 0.265658
1990-03-30 ['SMLS-199502', 'MSFT', 'SXCL-201702', 'VTRS'] [28.25, 0.4845488, 20.71548, 2.493611] [26.25, 0.5075225, 17.34319, 2.682999] [ 884.95575221 51594.39049276 1206.82697191 10025.62147825] -0.027556 2.936813 0 2.936813 213.145 0.310734
1990-02-28 ['VTRS', 'SMLS-199502', 'MGMA-199502', 'ASTA-199708'] [2.809258, 19.25, 33.25, 7.9375] [2.493611, 28.25, 32.5, 8.375] [8899.14703456 1298.7012987 751.87969925 3149.60629921] 0.096934 3.020034 0 3.020034 207.915 0.278572
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 2.753160 0 2.753160 201.940 0.241829
1989-12-29 ['SXCL-201702', 'VTRS', 'SMLS-199502', 'PHS-200512'] [17.10231, 3.061775, 24.5, 6.375] [15.53661, 2.55674, 19., 4.5] [1461.7908341 8165.19829184 1020.40816327 3921.56862745] -0.193776 2.635506 0 2.635506 223.835 0.376472
1989-11-30 ['PHS-200512', 'SMLS-199502', 'SXCL-201702', 'VTRS'] [6.8125, 23.125, 14.69354, 2.771876] [6.375, 24.5, 17.10231, 3.061775] [3669.72477064 1081.08108108 1701.42797447 9019.16247336] 0.065940 3.268951 0 3.268951 224.445 0.380223
1989-10-31 ['PHS-200512', 'SMLS-199502', 'SXCL-201702', 'USHC-199607'] [6.1875, 22.5, 16.1388, 3.927509] [6.8125, 23.125, 14.69354, 3.765215] [4040.4040404 1111.11111111 1549.06188812 6365.35778785] -0.000522 3.066732 0 3.066732 222.615 0.368970
1989-09-29 ['PHS-200512', 'CMVT-201302', 'SMLS-199502', 'SXCL-201702'] [6.25, 0.9079413, 25.875, 16.01837] [6.1875, 0.9079413, 22.5, 16.1388] [ 4000. 27534.81970696 966.18357488 1560.708112 ] -0.033229 3.068332 0 3.068332 226.390 0.392184
1989-08-31 ['CMVT-201302', 'PHS-200512', 'SMLS-199502', 'QMCO'] [1.134927, 6.1875, 23.875, 32.01087] [0.9079413, 6.25, 25.875, 30.88768] [22027.84848717 4040.4040404 1047.12041885 780.98470926] -0.035304 3.173795 0 3.173795 222.005 0.365218
1989-07-31 ['PHS-200512', 'SMLS-199502', 'INEL-199805', 'CMVT-201302'] [4.78125, 17.84375, 6.427745, 0.680956] [6.1875, 23.875, 6.680806, 1.134927] [ 5228.75816993 1401.05078809 3889.38889144 36713.09159476] 0.334540 3.289944 0 3.289944 214.275 0.317683
1989-06-30 ['APCC-200702', 'INEL-199805', 'BMC-201309', 'VCELA-199905'] [0.3763239, 4.959992, 1.59375, 22.83333] [0.3616619, 6.427745, 1.791667, 19.66667] [66432.13465847 5040.33071021 15686.2745098 1094.89067079] 0.060614 2.465228 0 2.465228 204.585 0.258094
1989-05-31 ['APCC-200702', 'VCELA-199905', 'USHC-199607', 'PHS-200512'] [0.3792563, 26.16667, 3.151767, 3.84375] [0.3763239, 22.83333, 2.87554, 3.375] [65918.48309441 955.41389103 7932.05842945 6504.06504065] -0.086178 2.324341 0 2.324341 214.545 0.319343
1989-04-28 ['PHS-200512', 'VCELA-199905', 'SMLS-199502', 'USHC-199607'] [3.21875, 22.83333, 9.5, 2.89448] [3.84375, 26.16667, 9.75, 3.151767] [7766.99029126 1094.89067079 2631.57894737 8637.12998535] 0.113841 2.543539 0 2.543539 200.470 0.232789
1989-03-31 ['PHS-200512', 'SMLS-199502', 'MCIC-199809', 'APCC-200702'] [2.8125, 9., 14.04016, 0.2345915] [3.21875, 9.5, 16.5539, 0.2893295] [ 8888.88888889 2777.77777778 1780.60648881 106568.226044 ] 0.153093 2.283574 0 2.283574 185.870 0.143006
1989-02-28 ['ROST', 'SMLS-199502', 'APCC-200702', 'CMVT-201302'] [0.3201676, 7.6875, 0.2424112, 0.4539707] [0.3382903, 9., 0.2345915, 0.4539707] [ 78084.10345082 3252.03252033 103130.54842351 55069.63334858] 0.048769 1.980390 0 1.980390 183.790 0.130216
1989-01-31 ['INEL-199805', 'ROST', 'CMVT-201302', 'SVC-200605'] [3.239179, 0.2718404, 0.4539707, 5.977245] [3.087342, 0.3201676, 0.4539707, 6.220223] [ 7718.00508709 91965.72694861 55069.63334858 4182.52890755] 0.042888 1.888299 0 1.888299 186.470 0.146696
1988-12-30 ['MCIC-199809', 'SMLS-199502', 'FAST', 'ROST'] [11.09724, 7.0625, 0.09805167, 0.2537178] [12.32346, 7.9375, 0.1122537, 0.2718404] [ 2252.81241101 3539.82300885 254967.61044457 98534.67119768] 0.112666 1.810643 0 1.810643 177.410 0.090982
1988-11-30 ['MNST', 'MCIC-199809', 'SVC-200605', 'SMLS-199502'] [0.1576255, 11.21986, 5.578928, 6.625] [0.1100404, 11.09724, 5.481904, 7.0625] [158603.77921085 2228.19179562 4481.14763266 3773.58490566] -0.066042 1.627303 0 1.627303 169.185 0.040402
1988-10-31 ['SMLS-199502', 'MNST', 'MCIC-199809', 'CE-200402'] [5.875, 0.1665476, 11.58773, 0.2158208] [6.625, 0.1576255, 11.21986, 0.1920439] [ 4255.31914894 150107.23660983 2157.45447987 115836.84241741] -0.016957 1.742373 0 1.742373 174.780 0.074809
1988-09-30 ['SMLS-199502', 'MNST', 'ROST', 'SVC-200605'] [6.71875, 0.1040923, 0.2476768, 5.035589] [5.875, 0.1665476, 0.2446564, 5.190829] [ 3720.93023256 240171.46321102 100937.99661494 4964.66252508] 0.123263 1.772428 0 1.772428 179.365 0.103004
1988-08-31 ['MNST', 'SMLS-199502', 'CE-200402', 'ROST'] [0.1159885, 4.75, 0.1938729, 0.2295541] [0.1040923, 6.71875, 0.2341107, 0.2476768] [215538.60943111 5263.15789474 128950.46187476 108906.78929281] 0.149601 1.577928 0 1.577928 170.995 0.051533
1988-07-29 ['MNST', 'CE-200402', 'MU', 'CMVT-201302'] [0.1189626, 0.1975309, 1.895181, 0.4539707] [0.1159885, 0.1938729, 1.675095, 0.4539707] [210150.08078169 126562.47706055 13191.35217164 55069.63334858] -0.039912 1.372587 0 1.372587 181.160 0.114042
1988-06-30 ['CMVT-201302', 'CE-200402', 'MU', 'FAST'] [0.4539707, 0.2341107, 2.164174, 0.07569589] [0.4539707, 0.1975309, 1.895181, 0.08601712] [ 55069.63334858 106787.08833044 11551.75138413 330268.92213038] -0.036048 1.429647 0 1.429647 189.025 0.162408
1988-05-31 ['CE-200402', 'MU', 'FAST', 'MCIC-199809'] [0.2011888, 2.090812, 0.07441606, 6.866803] [0.2341107, 2.164174, 0.07569589, 6.866803] [124261.39029608 11957.0769634 335948.98735569 3640.70441514] 0.053981 1.483111 0 1.483111 173.345 0.065984
1988-04-29 ['CE-200402', 'MCIC-199809', 'FAST', 'MU'] [0.168267, 6.68287, 0.07053528, 1.968542] [0.2011888, 6.866803, 0.07441606, 2.090812] [148573.39823019 3740.90772378 354432.56197466 12699.75443755] 0.085077 1.407152 0 1.407152 175.920 0.081819
1988-03-31 ['CE-200402', 'MU', 'WCOEQ-200404', 'IDTI-201903'] [0.175583, 1.748457, 0.8196128, 6.875] [0.168267, 1.968542, 0.9642503, 7.875] [142382.80471344 14298.32131988 30502.20787181 3636.36363636] 0.101533 1.296822 0 1.296822 173.260 0.065461
1988-02-29 ['CE-200402', 'MCIC-199809', 'MU', 'WCOEQ-200404'] [0.1280293, 5.579277, 1.882954, 0.7955065] [0.175583, 5.456656, 1.748457, 0.8196128] [195267.8019797 4480.86732385 13277.01048459 31426.51882794] 0.077081 1.177289 0 1.177289 172.640 0.061649
1988-01-29 ['MCIC-199809', 'DZB-200104', 'CE-200402', 'MU'] [5.272724, 19.99931, 0.09876543, 1.381648] [5.579277, 18.55606, 0.1280293, 1.882954] [ 4741.38225327 1250.04312649 253125.00537891 18094.33372321] 0.161276 1.093036 0 1.093036 159.130 -0.021431
1987-12-31 ['MU', 'DZB-200104', 'CE-200402', 'ADCT-201012'] [1.442783, 21.20751, 0.1042524, 3.800781] [1.381648, 19.99931, 0.09876543, 3.773438] [ 17327.62307291 1178.82768887 239802.63284107 6577.59549945] -0.039792 0.941237 0 0.941237 156.250 -0.039142
1987-11-30 ['MCIC-199809', 'ASCL-200504', 'WCOEQ-200404', 'DZB-200104'] [4.353063, 9.125, 0.6267627, 17.70724] [4.598305, 12.125, 0.5785502, 21.20751] [ 5743.08251454 2739.7260274 39887.50447338 1411.85187528] 0.126464 0.980244 0 0.980244 137.125 -0.156751
1987-10-30 ['ORCL', 'ASCL-200504', 'MCIC-199809', 'MU'] [0.1293642, 9.25, 4.782238, 0.8436611] [0.1125468, 9.125, 4.353063, 0.8069801] [193252.84738745 2702.7027027 5227.67791984 29632.75182416] -0.069184 0.870195 0 0.870195 150.070 -0.077145
1987-09-30 ['ORCL', 'AMAT', 'ADBE', 'MU'] [0.1681734, 0.3426514, 1.098919, 1.320513] [0.1293642, 0.181576, 0.6422252, 0.8436611] [148656.08948859 72960.44901611 22749.62940854 18932.03626166] -0.369387 0.934873 0 0.934873 205.505 0.263752
1987-08-31 ['AMAT', 'AAPL', 'ADBE', 'ORCL'] [0.3572946, 0.3779256, 0.9205227, 0.1384197] [0.3426514, 0.3954222, 1.098919, 0.1681734] [ 69970.27103124 66150.58625296 27158.48289238 180610.12991648] 0.103516 1.482485 0 1.482485 209.575 0.288780
1987-07-31 ['ADBE', 'ORCL', 'MSFT', 'AAPL'] [0.9419303, 0.1177214, 0.205635, 0.2883207] [0.9205227, 0.1384197, 0.259777, 0.3779256] [ 26541.24195814 212365.80604716 121574.63466822 86709.00146954] 0.181793 1.343419 0 1.343419 196.350 0.207453
1987-06-30 ['ADBE', 'MSFT', 'ORCL', 'JAVA-201001'] [0.9918811, 0.2231311, 0.1151341, 2.546875] [0.9419303, 0.205635, 0.1177214, 2.164062] [ 25204.63390219 112041.75482485 217138.10243881 9815.95092025] -0.064152 1.136764 0 1.136764 189.240 0.163730
1987-05-29 ['ADBE', 'MSFT', 'ORCL', 'JAVA-201001'] [1.37008, 0.252125, 0.141007, 2.71875] [0.9918811, 0.2231311, 0.1151341, 2.546875] [ 18247.10965783 99157.16410511 177296.16260186 9195.40229885] -0.159436 1.214688 0 1.214688 188.770 0.160840
1987-04-30 ['ADBE', 'MSFT', 'LOTS-199507', 'TECD-202006'] [1.384352, 0.2275018, 34.5, 4.166833] [1.37008, 0.252125, 34.375, 4.] [ 18058.99077691 109889.24043678 724.63768116 5999.76048956] 0.013565 1.445087 0 1.445087 184.830 0.136611
1987-03-31 ['ADBE', 'SMLS-199502', 'MSFT', 'TFCF-201903'] [0.9847453, 6.96875, 0.2116464, 4.392296] [1.384352, 5.1875, 0.2275018, 3.654658] [ 25387.27526803 3587.44394619 118121.54612599 5691.78397813] 0.014292 1.425746 0 1.425746 186.040 0.144052
1987-02-27 ['ADBE', 'SMLS-199502', 'TIGO', 'WDC'] [0.649361, 3.90625, 3.423073, 11.99179] [0.9847453, 6.96875, 3.366022, 9.08165] [38499.38631978 6400. 7303.37915668 2084.7596564 ] 0.260285 1.405657 0 1.405657 182.750 0.123820
1987-01-30 ['ADBE', 'MSFT', 'TEVA', 'SMLS-199502'] [0.4852368, 0.1599718, 0.3684024, 3.5] [0.649361, 0.1678995, 0.3805062, 3.90625] [ 51521.23664157 156277.54391712 67860.57854129 7142.85714286] 0.134180 1.115348 0 1.115348 166.675 0.024967
1986-12-31 ['SMLS-199502', 'ADBE', 'LOTS-199507', 'TEVA'] [3.375, 0.3639276, 17.25, 0.2925549] [3.5, 0.4852368, 21.83333, 0.3684024] [ 7407.40740741 68694.98218877 1449.27536232 85454.04640291] 0.223832 0.983397 0 0.983397 141.405 -0.130431
1986-11-28 ['WCOEQ-200404', 'LOTS-199507', 'TIGO', 'LGNT-199511'] [0.6026565, 18., 3.194869, 17.5] [0.3615939, 17.25, 2.453202, 15.875] [41483.00068115 1388.88888889 7825.04697376 1428.57142857] -0.191667 0.803539 0 0.803539 147.940 -0.090244
1986-10-31 ['TIGO', 'LOTS-199507', 'LGNT-199511', 'WCOEQ-200404'] [2.510254, 15.83333, 16.5, 0.4519923] [3.194869, 18., 17.5, 0.6026565] [ 9959.15154403 1578.94770083 1515.15151515 55310.67675268] 0.200877 0.994068 0 0.994068 144.480 -0.111521
1986-09-30 ['TIGO', 'LGNT-199511', 'JBHT', 'DZB-200104'] [2.053844, 14.25, 3.189916, 11.47418] [2.510254, 16.5, 3.085943, 10.55791] [12172.29740915 1754.38596491 7837.19696694 2178.80493421] 0.066917 0.827785 0 0.827785 137.495 -0.154475
1986-08-29 ['DZB-200104', 'TSN', 'TIGO', 'LGNT-199511'] [12.08887, 4.377142, 2.053844, 15.] [11.47418, 3.785636, 2.053844, 14.25] [ 2068.01793716 5711.48936909 12172.29740915 1666.66666667] -0.058996 0.775867 0 0.775867 151.700 -0.067122
1986-07-31 ['DZB-200104', 'TSN', 'TIGO', 'CHIR-200604'] [12.19132, 4.690936, 1.88269, 5.4375] [12.08887, 4.377142, 2.053844, 5.4375] [ 2050.63930731 5329.42679244 13278.87225194 4597.70114943] 0.003903 0.824509 0 0.824509 144.705 -0.110137
1986-06-30 ['IMNX-200207', 'TSN', 'AMGN', 'CHIR-200604'] [0.9104826, 5.676426, 0.3973302, 6.0625] [0.6031222, 4.690936, 0.3573975, 5.4375] [27457.96569863 4404.17967221 62919.95926814 4123.71134021] -0.178696 0.821304 0 0.821304 162.615 0.000000