4 Months NDx100_topN_4_BM

( Interactive Figure)


55 Months NDx100_topN_4_BM

( Interactive Figure)


110 Months NDx100_topN_4_BM

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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', 'VIAV', 'SDLI-200102'] [42.83672, 303.6601, 463.7842, 129.5938] [48.04374, 353.0722, 599.5225, 205.] [583.61144364 82.32889339 53.90438053 192.91046331] 0.289705 2272.084859 0 2272.084859 3570.050 22.533619
1999-12-31 ['QCOM', 'BVSN-202005', 'SDLI-200102', 'ITWO-201001'] [59.40644, 12751.72, 109., 1218.75] [42.83672, 9539.046, 129.5938, 1203.906] [420.82979556 1.96051984 229.35779817 20.51282051] -0.088527 1761.709593 0 1761.709593 3707.830 23.441859
1999-11-30 ['QCOM', 'RNWK', 'VIAV', 'CNXT-201104'] [30.55173, 187.5246, 260.1058, 212.9214] [59.40644, 161.7316, 366.8487, 238.5259] [818.28426737 133.31584229 96.11473485 117.41421952] 0.334386 1932.815712 0 1932.815712 2966.710 18.556427
1999-10-29 ['QCOM', 'VIAV', 'VSTR-200105', 'STCN'] [18.78323, 189.7493, 98.01489, 471.2632] [30.55173, 260.1058, 91.56328, 634.3616] [1330.97449161 131.75279171 255.06328681 53.04891195] 0.319399 1448.467810 0 1448.467810 2637.440 16.385893
1999-09-30 ['QCOM', 'STCN', 'EYE-200505', 'CNET-200806'] [15.9531, 441.3887, 79.125, 56.] [18.78323, 471.2632, 62.5625, 47.1875] [1567.09354295 56.63942008 315.95576619 446.42857143] -0.030400 1097.824254 0 1097.824254 2407.900 14.872775
1999-08-31 ['QCOM', 'EYE-200505', 'STCN', 'VIAV'] [16.20607, 90.5, 361.4543, 120.601] [15.9531, 79.125, 441.3887, 129.4133] [1542.63186571 276.24309392 69.16503691 207.29513022] 0.038229 1132.244677 0 1132.244677 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 1090.553810 0 1090.553810 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 1001.664691 0 1001.664691 2296.770 14.140211
1999-05-31 ['STCN', 'QCOM', 'IMNX-200207', 'AABA-201910'] [446.2332, 8.200534, 21.6875, 10.08616] [491.1795, 12.10053, 21.23958, 11.73879] [ 56.02451812 3048.5819582 1152.73775216 2478.64400327] 0.179875 1152.929452 0 1152.929452 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 977.162376 0 977.162376 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 1175.878220 0 1175.878220 2106.390 12.885234
1999-02-26 ['AMZN', 'AABA-201910', 'NSCP-199903', 'INTU'] [64.0625, 10.46098, 77.4375, 14.89809] [86.09375, 11.47471, 97.625, 15.3216] [ 390.24390244 2389.83345729 322.84100081 1678.06745697] 0.182482 1083.451590 0 1083.451590 1925.280 11.691365
1999-01-29 ['AABA-201910', 'AMZN', 'NSCP-199903', 'IMNX-200207'] [12.07102, 58.46875, 73.8125, 13.01042] [10.46098, 64.0625, 77.4375, 11.79167] [2071.07601512 427.57883485 338.69602032 1921.53673748] -0.020568 916.251785 0 916.251785 2127.190 13.022347
1998-12-31 ['AMZN', 'AABA-201910', 'NSCP-199903', 'IMNX-200207'] [53.54167, 8.073611, 60.75, 10.48438] [58.46875, 12.07102, 73.8125, 13.01042] [ 466.92604097 3096.5078699 411.52263374 2384.49960799] 0.260774 935.493444 0 935.493444 1836.010 11.102900
1998-11-30 ['AABA-201910', 'WWWW-200709', 'DELL-201310', 'NOVL-201104'] [6.542373, 227.5, 29.13739, 16.5625] [8.073611, 173.125, 35.06669, 18.125] [3821.24345402 109.89010989 858.00409714 1509.43396226] 0.073218 741.999043 0 741.999043 1557.960 9.270007
1998-10-30 ['AABA-201910', 'DELL-201310', 'WWWW-200709', 'BGEN-200311'] [4.459547, 31.38334, 209.375, 34.75] [6.542373, 29.13739, 227.5, 37.9375] [5605.95055955 796.60099913 119.40298507 719.42446043] 0.143444 691.377665 0 691.377665 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 604.644770 0 604.644770 1345.480 7.869347
1998-08-31 ['DELL-201310', 'CTXS', 'CSCO', 'PAYX'] [23.95675, 10.99768, 9.868285, 8.945989] [31.50312, 13.55029, 11.17527, 12.13888] [1043.54722573 2273.20671269 2533.36826004 2794.54848424] 0.259114 612.730927 0 612.730927 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 486.636706 0 486.636706 1377.260 8.078840
1998-06-30 ['DELL-201310', 'TCOMA-199903', 'CTXS', 'FORE-199906'] [22.23486, 38.4375, 13.04931, 26.5] [26.02302, 41.75, 12.15471, 23.8125] [1124.36057614 650.40650407 1915.81010797 943.39622642] 0.021645 588.380456 0 588.380456 1337.340 7.815689
1998-05-29 ['DELL-201310', 'TCOMA-199903', 'CTXS', 'CPWR-201412'] [19.73437, 34.3125, 9.95994, 20.80565] [22.23486, 38.4375, 13.04931, 23.15514] [1266.82534076 728.59744991 2510.05528146 1201.59668167] 0.167508 575.914960 0 575.914960 1192.070 6.858075
1998-04-30 ['DELL-201310', 'CTXS', 'AFM-200008', 'IMNX-200207'] [19.34507, 11.8565, 47.4375, 5.71875] [19.73437, 9.95994, 41.8125, 5.145833] [1292.31892157 2108.54805381 527.00922266 4371.58469945] -0.089649 493.285760 0 493.285760 1248.120 7.227554
1998-03-31 ['CTXS', 'DELL-201310', 'RXSD-200007', 'CPWR-201412'] [10.34164, 16.2307, 34.0625, 22.36254] [11.8565, 19.34507, 31.9375, 22.13608] [2417.41155175 1540.29093015 733.94495413 1117.94098524] 0.066463 541.863082 0 541.863082 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 508.093777 0 508.093777 1194.130 6.871655
1998-01-30 ['CTXS', 'DELL-201310', 'CPWR-201412', 'TCOMA-199903'] [8.747252, 11.91099, 17.66358, 28.] [8.027592, 16.75475, 19.07893, 29.0625] [2858.04044516 2098.90193846 1415.34162384 892.85714286] 0.110616 483.584292 0 483.584292 1071.130 6.060844
1997-12-31 ['TCOMA-199903', 'DELL-201310', 'GNCI-199908', 'PAYX'] [27.9375, 10.06183, 34., 7.905373] [28., 11.91099, 36.0625, 7.479959] [ 894.85458613 2484.63748642 735.29411765 3162.40612556] 0.048216 435.419790 0 435.419790 990.800 5.531312
1997-11-28 ['DELL-201310', 'CPWR-201412', 'GNCI-199908', 'QCOM'] [10.08429, 15.82362, 34.125, 2.745147] [10.06183, 14.49319, 34., 2.046198] [2479.10363546 1579.91660568 732.6007326 9106.98042764] -0.086145 415.391153 0 415.391153 1050.510 5.924918
1997-10-31 ['DELL-201310', 'QMCO', 'CPWR-201412', 'TCOMA-199903'] [9.597672, 213.125, 14.97441, 22.9375] [10.08429, 179.4294, 15.82362, 22.90625] [2604.79833026 117.30205279 1669.51485902 1089.91825613] -0.013013 454.548403 0 454.548403 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 460.541487 0 460.541487 1097.170 6.232498
1997-08-29 ['QMCO', 'DELL-201310', 'AMAT', 'KLAC'] [236.2908, 9.829752, 8.844506, 19.39796] [258.1929, 11.60405, 8.926508, 18.49136] [ 105.80183401 2543.29915953 2826.61349317 1288.79531662] 0.058932 613.307763 0 613.307763 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 579.175672 0 579.175672 1107.030 6.297495
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 552.722723 0 552.722723 957.300 5.310481
1997-05-30 ['DELL-201310', 'ALTR-201512', 'FORT-199708', 'CPWR-201412'] [6.737835, 11.95488, 46., 10.5019] [7.033551, 11.39097, 50.625, 10.81328] [3710.39065219 2091.19623116 543.47826087 2380.5216199 ] 0.031728 407.416456 0 407.416456 958.850 5.320699
1997-04-30 ['DELL-201310', 'MSFT', 'MFE-201102', 'ALTR-201512'] [5.015944, 9.568385, 37.16667, 11.1654] [6.737835, 9.765265, 43.83334, 11.95488] [4984.10668062 2612.77112073 672.64567958 2239.05995307] 0.153485 394.887431 0 394.887431 874.740 4.766249
1997-03-31 ['DELL-201310', 'CPWR-201412', 'AN', 'QMCO'] [4.050187, 7.10506, 31.36972, 130.1495] [5.015944, 8.548718, 22.34246, 140.6794] [6172.5545018 3518.61912496 796.94686468 192.0867925 ] 0.058693 342.342955 0 342.342955 797.060 4.254186
1997-02-28 ['DELL-201310', 'CPWR-201412', 'QMCO', 'INTC'] [4.259809, 7.048446, 133.9402, 10.73575] [4.050187, 7.10506, 130.1495, 10.52766] [5868.80773293 3546.88111394 186.65046043 2328.66823464] -0.022215 323.363831 0 323.363831 850.460 4.606196
1997-01-31 ['DELL-201310', 'CPWR-201412', 'INTC', 'AN'] [3.96035, 7.727815, 12.27754, 37.80164] [4.259809, 7.048446, 10.73575, 32.04676] [6312.57338367 3235.06709206 2036.23852987 661.34696802] -0.072529 330.710690 0 330.710690 921.550 5.074819
1996-12-31 ['DELL-201310', 'APCC-200702', 'CPWR-201412', 'INTC'] [3.181755, 12.78524, 5.675556, 9.909553] [3.96035, 12.66794, 7.727815, 12.27754] [7857.29888065 1955.37979733 4404.85478427 2522.81813317] 0.209022 356.572432 0 356.572432 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 294.926361 0 294.926361 834.010 4.497759
1996-10-31 ['APCC-200702', 'CPWR-201412', 'MFST-199612', 'CSCC-199706'] [10.02879, 5.97278, 50.125, 72.625] [11.1431, 6.397385, 48.25, 69.125] [2492.82316212 4185.65559086 498.75311721 344.23407917] 0.024150 286.854330 0 286.854330 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 280.090025 0 280.090025 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 292.074543 0 292.074543 663.570 3.374225
1996-07-31 ['CSCC-199706', 'ASND-199906', 'CPWR-201412', 'HBOC-199901'] [61.5, 48.5, 4.769732, 15.24056] [68.125, 52.375, 4.868806, 13.59209] [ 406.50406504 515.46391753 5241.38463125 1640.35967182] 0.025057 253.049384 0 253.049384 636.010 3.192551
1996-06-28 ['HBOC-199901', 'JAVA-201001', 'USRX-199706', 'STRM-199607'] [16.85793, 14.71875, 85.5, 56.25] [15.24056, 13.65625, 53.75, 57.25] [1482.98159976 1698.51380042 292.39766082 444.44444444] -0.130424 246.863687 0 246.863687 677.300 3.464733
1996-05-31 ['USRX-199706', 'PSFT-200501', 'IT', 'JAVA-201001'] [91.75, 17.42852, 33.69201, 15.65625] [85.5, 17.55169, 34.51664, 14.71875] [ 272.47956403 1434.43046225 742.01568859 1596.80638723] -0.024114 283.889662 0 283.889662 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 290.904641 0 290.904641 666.730 3.395056
1996-03-29 ['USRX-199706', 'IT', 'TWX-201806', 'CNTO-199910'] [64.625, 28.74423, 5.332355, 36.125] [78.25, 32.27835, 6.09412, 40.] [ 386.84719536 869.73977038 4688.36002104 692.04152249] 0.145976 292.109056 0 292.109056 609.690 3.019051
1996-02-29 ['USRX-199706', 'JAVA-201001', 'CNTO-199910', 'TWX-201806'] [62., 13.125, 29.125, 4.677713] [64.625, 10.9375, 36.125, 5.332355] [ 403.22580645 1904.76190476 858.36909871 5344.49206268] 0.063991 254.899697 0 254.899697 622.830 3.105669
1996-01-31 ['CNTO-199910', 'USRX-199706', 'JAVA-201001', 'IT'] [34.25, 44.125, 11.5, 26.03473] [29.125, 62., 13.125, 25.50461] [ 729.9270073 566.57223796 2173.91304348 960.25578141] 0.094102 239.569380 0 239.569380 591.820 2.901252
1995-12-29 ['USRX-199706', 'CNTO-199910', 'JAVA-201001', 'INTU'] [43.875, 30.875, 11.40625, 11.74531] [44.125, 34.25, 11.5, 9.279545] [ 569.8005698 809.71659919 2191.78082192 2128.50916664] -0.021677 218.964472 0 218.964472 576.230 2.798484
1995-11-30 ['USRX-199706', 'NWACQ-200705', 'INTU', 'TWX-201806'] [54.875, 50.375, 12.64879, 3.892143] [43.875, 51., 11.74531, 3.570773] [ 455.5808656 496.27791563 1976.47363898 6423.19668111] -0.085511 223.816089 0 223.816089 593.720 2.913777
1995-10-31 ['USRX-199706', 'CRUS', 'ALTR-201512', 'BAY-199808'] [46.25, 42.125, 6.823302, 44.16667] [54.875, 29., 6.541347, 45.] [ 540.54054054 593.47181009 3663.9152129 566.03769313] -0.036885 244.744545 0 244.744545 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 254.117724 0 254.117724 585.080 2.856823
1995-08-31 ['CRUS', 'ALTR-201512', 'XLNX-202202', 'STRM-199607'] [54.5, 7.062963, 7.555573, 24.5] [57.25, 7.034768, 8.480746, 27.625] [ 458.71559633 3539.59096204 3308.81588994 1020.40816327] 0.074117 271.302286 0 271.302286 576.770 2.802044
1995-07-31 ['CRUS', 'ALTR-201512', 'STRM-199607', 'XLNX-202202'] [46., 6.315784, 27.125, 7.041589] [54.5, 7.062963, 24.5, 7.555573] [ 543.47826087 3958.33676389 921.65898618 3550.33501671] 0.069826 252.581755 0 252.581755 568.880 2.750033
1995-06-30 ['TLAB-201312', 'STRM-199607', 'ASCL-200504', 'CRUS'] [8.146771, 24.375, 101.5, 31.375] [7.533118, 27.125, 118.5, 46.] [3068.70047041 1025.64102564 246.30541872 796.812749 ] 0.167780 236.096082 0 236.096082 538.030 2.546671
1995-05-31 ['STRM-199607', 'ASCL-200504', 'XLNX-202202', 'COMS-201004'] [19.125, 84.5, 4.948938, 5.842525] [24.375, 101.5, 5.521663, 6.116393] [1307.18954248 295.85798817 5051.58884593 4278.97184864] 0.159574 202.175182 0 202.175182 488.100 2.217535
1995-04-28 ['STRM-199607', 'ADBE', 'ASCL-200504', 'COMS-201004'] [18.375, 6.989782, 78.75, 5.112209] [19.125, 6.239806, 84.5, 5.842525] [1360.54421769 3576.64945774 317.46031746 4890.25390003] 0.037348 174.353017 0 174.353017 469.560 2.095320
1995-03-31 ['STRM-199607', 'ADBE', 'SXCL-201702', 'ASCL-200504'] [21.5, 5.939815, 127.1834, 68.75] [18.375, 6.989782, 123.3294, 78.75] [1162.79069767 4208.88529357 196.56653305 363.63636364] 0.036643 168.075669 0 168.075669 447.150 1.947594
1995-02-28 ['STRM-199607', 'SXCL-201702', 'ASCL-200504', 'COMS-201004'] [18.5, 127.1834, 75.5, 4.758462] [21.5, 127.1834, 68.75, 5.169265] [1351.35135135 196.56653305 331.12582781 5253.79839116] 0.039772 162.134625 0 162.134625 432.500 1.851022
1995-01-31 ['STRM-199607', 'SMLS-199502', 'TLAB-201312', 'BMET-200709'] [17.875, 59.25, 4.210928, 6.355946] [18.5, 68.125, 4.401372, 6.828701] [1398.6013986 421.94092827 5936.93361653 3933.3247954 ] 0.076090 155.932817 0 155.932817 405.330 1.671918
1994-12-30 ['STRM-199607', 'STCN', 'WWWW-200709', 'ASND-199906'] [17.5, 3.976614, 83.75, 5.09375] [17.875, 3.720058, 100., 6.375] [1428.57142857 6286.75551613 298.50746269 4907.97546012] 0.100619 144.906849 0 144.906849 404.270 1.664931
1994-11-30 ['STRM-199607', 'WWWW-200709', 'HOLX', 'STCN'] [14.0625, 70., 1.6875, 2.97177] [17.5, 83.75, 1.875, 3.976614] [ 1777.77777778 357.14285714 14814.81481481 8412.49491044] 0.222528 131.659412 0 131.659412 404.820 1.668556
1994-10-31 ['HOLX', 'STRM-199607', 'CSCC-199706', 'MFE-201102'] [1.953125, 14.15625, 9.291667, 2.962963] [1.6875, 14.0625, 9.104167, 2.839506] [12800. 1766.00441501 2690.58286312 8437.49989453] -0.051117 107.694351 0 107.694351 413.050 1.722808
1994-09-30 ['HOLX', 'STRM-199607', 'PHS-200512', 'COMS-201004'] [1.953125, 9.3125, 39.625, 3.411943] [1.953125, 14.15625, 37.25, 3.6744] [12800. 2684.56375839 630.9148265 7327.20329736] 0.134280 113.495941 0 113.495941 393.850 1.596243
1994-08-31 ['STRM-199607', 'HOLX', 'WDC', 'CDWC-200710'] [9.5, 1.8125, 6.020983, 4.130939] [9.3125, 1.953125, 5.970808, 4.535933] [ 2631.57894737 13793.10344828 4152.14592036 6051.8928021 ] 0.036889 100.059890 0 100.059890 397.900 1.622940
1994-07-29 ['HOLX', 'WDC', 'STRM-199607', 'DURA-200011'] [1.4375, 6.121333, 7.6875, 5.25] [1.8125, 6.020983, 9.5, 5.375] [17391.30434783 4084.07776541 3252.03252033 4761.9047619 ] 0.126014 96.500116 0 96.500116 370.160 1.440079
1994-06-30 ['MCHP', 'HOLX', 'WDC', 'DURA-200011'] [1.375923, 1.34375, 5.117836, 5.25] [1.249065, 1.4375, 6.121333, 5.25] [18169.6214105 18604.65116279 4884.87712385 4761.9047619 ] 0.043412 85.700599 0 85.700599 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 82.134969 0 82.134969 378.850 1.497363
1994-04-29 ['JCOR-199905', 'IDTI-201903', 'MCHP', 'MU'] [14.25, 15.0625, 1.092932, 9.007866] [13.5, 14.4375, 1.210032, 8.329191] [ 1754.38596491 1659.75103734 22874.25018208 2775.35212002] -0.015581 85.746097 0 85.746097 373.250 1.460448
1994-03-31 ['JCOR-199905', 'MU', 'WDC', 'IDTI-201903'] [12.75, 8.206641, 6.773606, 12.6875] [14.25, 9.007866, 6.322032, 15.0625] [1960.78431373 3046.3133455 3690.79630554 1970.44334975] 0.083951 87.103272 0 87.103272 382.960 1.524456
1994-02-28 ['JCOR-199905', 'MCHP', 'IDTI-201903', 'NTLDQ-200301'] [17., 1.157987, 13., 9.599999] [12.75, 0.9953486, 12.6875, 10.56] [ 1470.58823529 21589.18882509 1923.07692308 2604.16693793] -0.078622 80.357209 0 80.357209 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 87.214151 0 87.214151 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 84.703757 0 84.703757 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 89.206910 0 89.206910 386.760 1.549506
1993-10-29 ['JCOR-199905', 'EDCI-202003', 'NTLDQ-200301', 'MCHP'] [14.75, 1.834601, 13.86, 0.83271] [14.25, 1.50235, 11.76, 0.83271] [ 1694.91525424 13626.94122591 1803.75180375 30022.45679768] -0.091629 82.942849 0 82.942849 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 91.309443 0 91.309443 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 80.099048 0 80.099048 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 78.593626 0 78.593626 352.865 1.326071
1993-06-30 ['DIGI-199809', 'NTLDQ-200301', 'EDCI-202003', 'AKLMQ-200808'] [25.375, 6.84, 0.8234035, 19.91667] [27.5, 6.96, 0.7463599, 20.75] [ 985.22167488 3654.97076023 30361.78495719 1255.22991544] 0.012390 64.886310 0 64.886310 366.125 1.413481
1993-05-31 ['DIGI-199809', 'EDCI-202003', 'AKLMQ-200808', 'NTLDQ-200301'] [21.375, 0.7270991, 17.25, 5.58] [25.375, 0.8234035, 19.91667, 6.84] [ 1169.59064327 34383.20856125 1449.27536232 4480.28673835] 0.174995 64.092187 0 64.092187 368.110 1.426566
1993-04-30 ['DIGI-199809', 'COMR-200001', 'EDCI-202003', 'NTLDQ-200301'] [16.9375, 4.723145, 0.5746169, 4.74] [21.375, 5.084109, 0.7270991, 5.58] [ 1476.01476015 5293.08331631 43507.24804648 5274.26160338] 0.195249 54.546766 0 54.546766 339.945 1.240903
1993-03-31 ['DIGI-199809', 'QVCN-199502', 'COMS-201004', 'EDCI-202003'] [13.625, 57., 1.614682, 0.4815226] [16.9375, 52.5, 1.443514, 0.5746169] [ 1834.86238532 438.59649123 15482.9248112 51918.64307096] 0.062874 45.636325 0 45.636325 359.420 1.369281
1993-02-26 ['DIGI-199809', 'QVCN-199502', 'ORCL', 'INTC'] [13.0625, 47., 0.6778684, 2.177377] [13.625, 57., 0.7606614, 2.149342] [ 1913.87559809 531.91489362 36880.31482217 11481.7048219 ] 0.091272 42.936703 0 42.936703 351.140 1.314700
1993-01-29 ['DIGI-199809', 'CERN', 'AKLMQ-200808', 'QVCN-199502'] [13.5, 1.738232, 14.5, 40.5] [13.0625, 1.398143, 11.33333, 47.] [ 1851.85185185 14382.42996332 1724.13793103 617.28395062] -0.071489 39.345539 0 39.345539 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 42.374886 0 42.374886 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 37.703570 0 37.703570 350.960 1.313514
1992-10-30 ['DIGI-199809', 'ASCL-200504', 'CERN', 'PHS-200512'] [8.625, 28.75, 1.246993, 21.5] [9.25, 31.25, 1.602197, 22.625] [ 2898.55072464 869.56521739 20048.22801732 1162.79069767] 0.124149 32.857223 0 32.857223 329.155 1.169776
1992-09-30 ['DIGI-199809', 'PHS-200512', 'ASCL-200504', 'XRAY'] [6.0625, 19.75, 23., 4.910884] [8.625, 21.5, 28.75, 4.980543] [4123.71134021 1265.82278481 1086.95652174 5090.73315517] 0.193868 29.228541 0 29.228541 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 24.482218 0 24.482218 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 21.647263 0 21.647263 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 22.415896 0 22.415896 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 19.144914 0 19.144914 315.295 1.078411
1992-04-30 ['ASCL-200504', 'CERN', 'PTC', 'SXCL-201702'] [16.875, 0.5819299, 11.40625, 33.00024] [16.625, 0.710408, 12.26562, 42.87622] [ 1481.48148148 42960.50091257 2191.78082192 757.57024797] 0.145144 19.316362 0 19.316362 307.860 1.029400
1992-03-31 ['ASCL-200504', 'APCC-200702', 'CMVT-201302', 'SXCL-201702'] [14.375, 3.841436, 2.042868, 29.62795] [16.875, 3.313605, 1.588897, 33.00024] [ 1739.13043478 6507.98295221 12237.69719825 843.79783279] -0.017973 16.868062 0 16.868062 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 17.176784 0 17.176784 345.880 1.280026
1992-01-31 ['ASCL-200504', 'TECD-202006', 'APCC-200702', 'MEDI-200706'] [12.25, 9.4375, 3.636168, 6.75] [14.125, 10., 4.207985, 6.208333] [2040.81632653 2649.00662252 6875.3698949 3703.7037037 ] 0.072419 16.415001 0 16.415001 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 15.306522 0 15.306522 330.855 1.180982
1991-11-29 ['ASCL-200504', 'EA', 'FHCC-200501', 'TECD-202006'] [7.0625, 2.093316, 7.46875, 6.875] [6.875, 2.372425, 9.875, 7.] [ 3539.82300885 11942.77404845 3347.28033473 3636.36363636] 0.111786 12.883561 0 12.883561 284.790 0.877324
1991-10-31 ['MEDI-200706', 'FHCC-200501', 'ASCL-200504', 'EA'] [8.75, 9.0625, 7.625, 2.00028] [5.75, 7.46875, 7.0625, 2.093316] [ 2857.14285714 2758.62068966 3278.68852459 12498.25024497] -0.136495 11.588170 0 11.588170 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 13.419916 0 13.419916 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 12.601772 0 12.601772 287.405 0.894562
1991-07-31 ['FHCC-200501', 'CSCO', 'TECD-202006', 'AMGN'] [6.5, 0.1971146, 4.53125, 4.728029] [7., 0.2278795, 5.75, 5.103397] [ 3846.15384615 126829.77313705 5517.24137931 5287.61562165] 0.145339 12.654837 0 12.654837 272.155 0.794034
1991-06-28 ['FHCC-200501', 'CSCO', 'AMGN', 'CHRS-201206'] [5.4375, 0.1531719, 3.765652, 10.02595] [6.5, 0.1971146, 4.728029, 10.32794] [ 4597.70114943 163215.31560293 6638.95654723 2493.52929149] 0.191994 11.048986 0 11.048986 254.195 0.675643
1991-05-31 ['FHCC-200501', 'USHC-199607', 'AMGN', 'CHRS-201206'] [5.09375, 15.00111, 3.905416, 10.55326] [5.4375, 12.93427, 3.765652, 10.02595] [4907.97546012 1666.54334246 6401.3667174 2368.93623392] -0.039012 9.269332 0 9.269332 279.000 0.839156
1991-04-30 ['AMGN', 'FHCC-200501', 'USHC-199607', 'CE-200402'] [4.049174, 3.1875, 11.93422, 0.8120713] [3.905416, 5.09375, 15.00111, 0.8285322] [ 6174.09871742 7843.1372549 2094.81641867 30785.47413263] 0.209947 9.645628 0 9.645628 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 7.971940 0 7.971940 264.905 0.746243
1991-02-28 ['FHCC-200501', 'DELL-201310', 'USHC-199607', 'ASTA-199708'] [3.28125, 0.2520449, 10.46952, 24.5] [3.65625, 0.2844864, 14.00103, 27.25] [ 7619.04761905 99188.67630331 2387.88406727 1020.40816327] 0.173139 9.084662 0 9.084662 250.115 0.648748
1991-01-31 ['DELL-201310', 'FHCC-200501', 'USHC-199607', 'ASTA-199708'] [0.2258422, 2.796875, 10.07068, 23.5] [0.2520449, 3.28125, 10.46952, 24.5] [110696.76083566 8938.54748603 2482.45401502 1063.82978723] 0.092841 7.743890 0 7.743890 232.425 0.532136
1990-12-31 ['DELL-201310', 'ASTA-199708', 'APCC-200702', 'FHCC-200501'] [0.1846666, 18.625, 1.070324, 2.15625] [0.2258422, 23.5, 1.070324, 2.796875] [135379.11024517 1342.28187919 23357.41326925 11594.20289855] 0.195455 7.086018 0 7.086018 200.530 0.321885
1990-11-30 ['APCC-200702', 'FHCC-200501', 'ASTA-199708', 'AMGN'] [1.055662, 1.875, 13.5625, 1.852876] [1.070324, 2.15625, 18.625, 1.988648] [23681.82240149 13333.33333333 1843.31797235 13492.53808674] 0.152609 5.927466 0 5.927466 192.580 0.269479
1990-10-31 ['FHCC-200501', 'ASTA-199708', 'NOVL-201104', 'APCC-200702'] [1.5, 10.375, 6.1875, 0.7184365] [1.875, 13.5625, 7.875, 1.055662] [16666.66666667 2409.63855422 4040.4040404 34797.78658239] 0.324836 5.142650 0 5.142650 172.555 0.137475
1990-09-28 ['FHCC-200501', 'AN', 'AMGN', 'NOVL-201104'] [1.375, 5.422802, 1.42959, 6.1875] [1.5, 4.628081, 1.509455, 6.1875] [18181.81818182 4610.16279038 17487.53139012 4040.4040404 ] 0.000056 3.881725 0 3.881725 177.055 0.167139
1990-08-31 ['AN', 'AMGN', 'FHCC-200501', 'APCC-200702'] [6.498013, 1.445563, 1.3125, 0.7330985] [5.422802, 1.42959, 1.375, 0.7282112] [ 3847.32994532 17294.29986794 19047.61904762 34101.82942674] -0.033891 3.881509 0 3.881509 193.615 0.276302
1990-07-31 ['AN', 'APCC-200702', 'WWWW-200709', 'CNTO-199910'] [7.573223, 0.8406196, 103.75, 20.875] [6.498013, 0.7330985, 88.75, 18.0625] [ 3301.1044307 29739.96799504 240.96385542 1197.60479042] -0.137298 4.017673 0 4.017673 223.385 0.472544
1990-06-29 ['WWWW-200709', 'AN', 'ASTA-199708', 'MSFT'] [120., 6.357768, 11.9375, 0.6650268] [103.75, 7.573223, 10.25, 0.5818908] [ 208.33333333 3932.19758884 2094.2408377 37592.4699576 ] -0.052653 4.657080 0 4.657080 238.460 0.571918
1990-05-31 ['SMLS-199502', 'ASTA-199708', 'WWWW-200709', 'MSFT'] [33., 12.5, 100., 0.6387761] [36.375, 11.9375, 120., 0.6650268] [ 757.57575758 2000. 250. 39137.3440553 ] 0.074592 4.915919 0 4.915919 236.150 0.556691
1990-04-30 ['ASTA-199708', 'SMLS-199502', 'WWWW-200709', 'EA'] [10.5, 26.25, 85.625, 0.8838446] [1.250000e+01, 3.300000e+01, 1.000000e+02, 1.031214e+00] [ 2380.95238095 952.38095238 291.97080292 28285.51534964] 0.195560 4.574684 0 4.574684 205.815 0.356724
1990-03-30 ['SMLS-199502', 'SXCL-201702', 'APCC-200702', 'ASTA-199708'] [28.25, 20.71548, 0.5767041, 8.375] [26.25, 17.34319, 0.5962535, 10.5] [ 884.95575221 1206.82697191 43349.78717855 2985.07462687] 0.013511 3.826395 0 3.826395 213.145 0.405043
1990-02-28 ['SXCL-201702', 'ASTA-199708', 'VTRS', 'MGMA-199502'] [18.3067, 7.9375, 2.809258, 33.25] [20.71548, 8.375, 2.493611, 32.5] [1365.6202374 3149.60629921 8899.14703456 751.87969925] 0.012945 3.775387 0 3.775387 207.915 0.370567
1990-01-31 ['SXCL-201702', 'ERIC', 'VTRS', 'SMLS-199502'] [15.53661, 2.657655, 2.55674, 19.] [18.3067, 2.360926, 2.809258, 19.25] [1609.10262921 9406.78906781 9778.07676964 1315.78947368] 0.044642 3.727138 0 3.727138 201.940 0.331180
1989-12-29 ['PHS-200512', 'VTRS', 'SMLS-199502', 'SXCL-201702'] [6.375, 3.061775, 24.5, 17.10231] [4.5, 2.55674, 19., 15.53661] [3921.56862745 8165.19829184 1020.40816327 1461.7908341 ] -0.193776 3.567862 0 3.567862 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 4.425399 0 4.425399 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 4.256038 0 4.256038 222.615 0.467469
1989-09-29 ['SMLS-199502', 'PHS-200512', 'CMVT-201302', 'SXCL-201702'] [25.875, 6.25, 0.9079413, 16.01837] [22.5, 6.1875, 0.9079413, 16.1388] [ 966.18357488 4000. 27534.81970696 1560.708112 ] -0.033229 4.214696 0 4.214696 226.390 0.492353
1989-08-31 ['SMLS-199502', 'PHS-200512', 'QMCO', 'CMVT-201302'] [23.875, 6.1875, 32.01087, 1.134927] [25.875, 6.25, 30.88768, 0.9079413] [ 1047.12041885 4040.4040404 780.98470926 22027.84848717] -0.035304 4.359560 0 4.359560 222.005 0.463448
1989-07-31 ['SMLS-199502', 'QMCO', 'PHS-200512', 'INEL-199805'] [17.84375, 26.39493, 4.78125, 6.427745] [23.875, 32.01087, 6.1875, 6.680806] [1401.05078809 947.15159313 5228.75816993 3889.38889144] 0.221064 4.519104 0 4.519104 214.275 0.412492
1989-06-30 ['SMLS-199502', 'APCC-200702', 'QMCO', 'PHS-200512'] [12., 0.3763239, 20.35779, 3.375] [17.84375, 0.3616619, 26.39493, 4.78125] [ 2083.33333333 66432.13465847 1228.03113698 7407.40740741] 0.290309 3.700955 0 3.700955 204.585 0.348616
1989-05-31 ['PHS-200512', 'APCC-200702', 'GNTX', 'MCIC-199809'] [3.84375, 0.3792563, 0.1963868, 19.12895] [3.375, 0.3763239, 0.1937683, 17.7188] [ 6504.06504065 65918.48309441 127299.79815344 1306.9196166 ] -0.054184 2.868270 0 2.868270 214.545 0.414272
1989-04-28 ['PHS-200512', 'INEL-199805', 'ROST', 'STJ-201701'] [3.21875, 4.251422, 0.3745357, 2.658537] [3.84375, 5.111829, 0.4591083, 2.694707] [ 7766.99029126 5880.38543339 66749.31121386 9403.66825814] 0.158992 3.032587 0 3.032587 200.470 0.321490
1989-03-31 ['PHS-200512', 'INEL-199805', 'CMVT-201302', 'ROST'] [2.8125, 3.7453, 0.4539707, 0.3382903] [3.21875, 4.251422, 0.4539707, 0.3745357] [ 8888.88888889 6675.03270766 55069.63334858 73901.0252437 ] 0.096681 2.616573 0 2.616573 185.870 0.225247
1989-02-28 ['CMVT-201302', 'APCC-200702', 'NVLS-201206', 'CDNS'] [0.4539707, 0.2424112, 1.114583, 2.944444] [0.4539707, 0.2345915, 1.125, 3.222222] [ 55069.63334858 103130.54842351 22429.91325007 8490.56731933] 0.017857 2.385902 0 2.385902 183.790 0.211536
1989-01-31 ['CMVT-201302', 'VCELA-199905', 'INEL-199805', 'SMLS-199502'] [0.4539707, 18., 3.239179, 7.9375] [0.4539707, 16.77778, 3.087342, 7.6875] [55069.63334858 1388.88888889 7718.00508709 3149.60629921] -0.036568 2.344045 0 2.344045 186.470 0.229202
1988-12-30 ['SMLS-199502', 'BMC-201309', 'SVC-200605', 'MCIC-199809'] [7.0625, 1.166667, 5.481904, 11.09724] [7.9375, 1.333333, 5.977245, 12.32346] [ 3539.82300885 21428.56530612 4560.45928568 2252.81241101] 0.116902 2.433016 0 2.433016 177.410 0.169479
1988-11-30 ['MNST', 'SMLS-199502', 'SVC-200605', 'MCIC-199809'] [0.1576255, 6.625, 5.578928, 11.21986] [0.1100404, 7.0625, 5.481904, 11.09724] [158603.77921085 3773.58490566 4481.14763266 2228.19179562] -0.066042 2.178361 0 2.178361 169.185 0.115260
1988-10-31 ['MNST', 'SMLS-199502', 'SVC-200605', 'MCIC-199809'] [0.1665476, 5.875, 5.190829, 11.58773] [0.1576255, 6.625, 5.578928, 11.21986] [150107.23660983 4255.31914894 4816.18639335 2157.45447987] 0.029277 2.332398 0 2.332398 174.780 0.152142
1988-09-30 ['SMLS-199502', 'CE-200402', 'SVC-200605', 'MNST'] [6.71875, 0.2341107, 5.035589, 0.1040923] [5.875, 0.2158208, 5.190829, 0.1665476] [ 3720.93023256 106787.08833044 4964.66252508 240171.46321102] 0.106780 2.266055 0 2.266055 179.365 0.182367
1988-08-31 ['CMVT-201302', 'MCIC-199809', 'ROST', 'FAST'] [0.4539707, 8.093018, 0.2295541, 0.08172349] [0.4539707, 10.05496, 0.2476768, 0.1019325] [ 55069.63334858 3089.0824659 108906.78929281 305909.59832968] 0.142164 2.047429 0 2.047429 170.995 0.127192
1988-07-29 ['CMVT-201302', 'CE-200402', 'FAST', 'MCIC-199809'] [0.4539707, 0.1975309, 0.08601712, 8.399571] [0.4539707, 0.1938729, 0.08172349, 8.093018] [ 55069.63334858 126562.47706055 290639.81681786 2976.34248225] -0.026233 1.792588 0 1.792588 181.160 0.194199
1988-06-30 ['CE-200402', 'CMVT-201302', 'FAST', 'MU'] [0.2341107, 0.4539707, 0.07569589, 2.164174] [0.1975309, 0.4539707, 0.08601712, 1.895181] [106787.08833044 55069.63334858 330268.92213038 11551.75138413] -0.036048 1.840879 0 1.840879 189.025 0.246045
1988-05-31 ['CE-200402', 'MCIC-199809', 'MU', 'FAST'] [0.2011888, 6.866803, 2.090812, 0.07441606] [0.2341107, 6.866803, 2.164174, 0.07569589] [124261.39029608 3640.70441514 11957.0769634 335948.98735569] 0.053981 1.909721 0 1.909721 173.345 0.142683
1988-04-29 ['CE-200402', 'MCIC-199809', 'WCOEQ-200404', 'IDTI-201903'] [0.168267, 6.68287, 0.9642503, 7.875] [0.2011888, 6.866803, 0.9401441, 7.1875] [148573.39823019 3740.90772378 25926.87811453 3174.6031746 ] 0.027718 1.811912 0 1.811912 175.920 0.159657
1988-03-31 ['CE-200402', 'MNST', 'MCIC-199809', 'COST'] [0.175583, 0.1070663, 5.456656, 1.629923] [0.168267, 0.1278848, 6.68287, 1.528053] [142382.80471344 233500.17699313 4581.56057483 15338.1478757 ] 0.078749 1.763044 0 1.763044 173.260 0.142123
1988-02-29 ['MU', 'CE-200402', 'AMAT', 'ADCT-201012'] [1.882954, 0.1280293, 0.3075077, 4.210938] [1.748457, 0.175583, 0.2987217, 4.648438] [ 13277.01048459 195267.8019797 81298.77723387 5936.91951769] 0.093831 1.634340 0 1.634340 172.640 0.138036
1988-01-29 ['MU', 'MCIC-199809', 'CE-200402', 'SVC-200605'] [1.381648, 5.272724, 0.09876543, 2.582354] [1.882954, 5.579277, 0.1280293, 2.77603] [ 18094.33372321 4741.38225327 253125.00537891 9681.08942461] 0.198067 1.494144 0 1.494144 159.130 0.048978
1987-12-31 ['MU', 'ORCL', 'ASCL-200504', 'DZB-200104'] [1.442783, 0.1500625, 12.125, 21.20751] [1.381648, 0.1448879, 10.75, 19.99931] [ 17327.62307291 166597.25114536 2061.8556701 1178.82768887] -0.061807 1.247129 0 1.247129 156.250 0.029993
1987-11-30 ['ORCL', 'ASCL-200504', 'DZB-200104', 'ADBE'] [0.1125468, 9.125, 17.70724, 0.692176] [0.1500625, 12.125, 21.20751, 0.8420286] [222129.81621868 2739.7260274 1411.85187528 36117.98155382] 0.269068 1.329288 0 1.329288 137.125 -0.096078
1987-10-30 ['ORCL', 'DZB-200104', 'MSFT', 'CA-201811'] [0.1293642, 18.53084, 0.2176578, 2.875969] [0.1125468, 17.70724, 0.1957909, 2.532964] [193252.84738745 1349.10236125 114859.19640831 8692.72234854] -0.098544 1.047452 0 1.047452 150.070 -0.010745
1987-09-30 ['ORCL', 'MSFT', 'AAPL', 'ADBE'] [0.1681734, 0.2898473, 0.3954222, 1.098919] [0.1293642, 0.2176578, 0.2703218, 0.6422252] [148656.08948859 86252.31285577 63223.56205595 22749.62940854] -0.302946 1.161956 0 1.161956 205.505 0.354680
1987-08-31 ['MSFT', 'ORCL', 'AAPL', 'AMAT'] [0.259777, 0.1384197, 0.3779256, 0.3572946] [0.2898473, 0.1681734, 0.3954222, 0.3426514] [ 96236.38736301 180610.12991648 66150.58625296 69970.27103124] 0.084005 1.666954 0 1.666954 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 1.537773 0 1.537773 196.350 0.294331
1987-06-30 ['ADBE', 'MSFT', 'LOTS-199507', 'JAVA-201001'] [0.9918811, 0.2231311, 29.25, 2.546875] [0.9419303, 0.205635, 30.25, 2.164062] [ 25204.63390219 112041.75482485 854.7008547 9815.95092025] -0.061223 1.356204 0 1.356204 189.240 0.247462
1987-05-29 ['ADBE', 'MSFT', 'LOTS-199507', 'JAVA-201001'] [1.37008, 0.252125, 34.375, 2.71875] [0.9918811, 0.2231311, 29.25, 2.546875] [18247.10965783 99157.16410511 727.27272727 9195.40229885] -0.150837 1.444649 0 1.444649 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 1.701263 0 1.701263 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 1.681876 0 1.681876 186.040 0.226368
1987-02-27 ['ADBE', 'ADSK', 'MSFT', 'AAPL'] [0.649361, 2.426192, 0.1678995, 0.2442641] [0.9847453, 3.267438, 0.2116464, 0.225072] [ 38499.38631978 10304.21335162 148898.59707742 102348.23701068] 0.261300 1.626700 0 1.626700 182.750 0.204680
1987-01-30 ['MSFT', 'LOTS-199507', 'ADBE', 'AAPL'] [0.1599718, 21.83333, 0.4852368, 0.1936666] [0.1678995, 23., 0.649361, 0.2442641] [156277.54391712 1145.03834275 51521.23664157 129087.82412662] 0.175622 1.289701 0 1.289701 166.675 0.098715
1986-12-31 ['SMLS-199502', 'LOTS-199507', 'TIGO', 'MSFT'] [3.375, 17.25, 2.453202, 0.1055541] [3.5, 21.83333, 2.766984, 0.1599718] [ 7407.40740741 1449.27536232 10190.76292943 236845.37123617] 0.236547 1.097037 0 1.097037 141.405 -0.067864
1986-11-28 ['TIGO', 'WCOEQ-200404', 'ADBE', 'LGNT-199511'] [3.194869, 0.6026565, 0.3496559, 17.5] [2.453202, 0.3615939, 0.3639276, 15.875] [ 7825.04697376 41483.00068115 71498.86502702 1428.57142857] -0.171046 0.887178 0 0.887178 147.940 -0.024786
1986-10-31 ['TIGO', 'LOTS-199507', 'ADBE', 'LGNT-199511'] [2.510254, 15.83333, 0.3336146, 16.5] [3.194869, 18., 0.3496559, 17.5] [ 9959.15154403 1578.94770083 74936.76835486 1515.15151515] 0.129565 1.070238 0 1.070238 144.480 -0.047594
1986-09-30 ['TIGO', 'JBHT', 'DZB-200104', 'LOTS-199507'] [2.053844, 3.189916, 11.47418, 13.16667] [2.510254, 3.085943, 10.55791, 15.83333] [12172.29740915 7837.19696694 2178.80493421 1898.73369652] 0.078076 0.947478 0 0.947478 137.495 -0.093639
1986-08-29 ['TIGO', 'JWN', 'TSN', 'CHIR-200604'] [2.053844, 3.264364, 4.377142, 5.4375] [2.053844, 2.611491, 3.785636, 4.625] [12172.29740915 7658.45965707 5711.48936909 4597.70114943] -0.121140 0.878860 0 0.878860 151.700 0.000000