date,SMB,HML,PR1YR,UMD,LIQ
19810131,,,,,0.20882
19810228,,,0.202528,0.0718885,0.267178
19810331,,,0.174118,0.194721,0.0298281
19810430,,,0.0289189,0.110237,0.145725
19810531,,,-0.0262097,-0.017149,-0.0432442
19810630,,,-0.0212579,0.0160817,0.00845631
19810731,-0.0389749,-0.0808795,0.0746683,0.055664,-0.0266089
19810831,0.0465379,0.055571,0.0496126,0.138567,0.0518991
19810930,0.0837741,0.0190852,0.0452531,0.0977247,0.033737
19811031,0.0408733,-0.0724773,-0.0174051,0.000659597,-0.0519351
19811130,-0.00363186,0.0653068,0.105778,0.107549,0.0356339
19811231,0.0288328,0.0262474,0.0474366,0.107072,0.0317533
19820131,0.112071,0.0578181,0.0397454,0.0407788,0.0465511
19820228,0.000252435,0.0813907,0.0415056,-0.020838,0.0501809
19820331,-0.00492693,0.0980911,0.0933111,0.101365,0.0315567
19820430,-0.0595328,0.000523253,-0.00540788,-0.0345452,0.00897689
19820531,0.0220505,0.0110059,0.0115625,0.0372685,-0.0291923
19820630,0.0366749,-0.00783613,0.0328795,-0.0327515,0.103392
19820731,0.0291508,-0.00259288,0.0409572,0.0161064,-0.0259548
19820831,-0.0415025,0.119809,0.0604321,0.0376248,-0.0458971
19820930,0.031358,0.0112789,0.0482012,0.041825,-0.00724687
19821031,-0.00818368,-0.0605561,0.000222,0.0152658,0.00987982
19821130,0.124938,0.147998,0.104326,0.152642,-0.00833969
19821231,-0.0784314,0.101646,0.0465762,0.0762871,-0.0838558
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19830228,0.0289341,-0.0559146,-0.0144089,0.0248559,0.0608829
19830331,0.125906,0.000673147,-0.0958076,-0.0652175,0.150027
19830430,-0.101205,0.221649,0.145809,0.0990051,-0.113033
19830531,0.032968,0.0374551,0.0464196,0.0333051,0.0292851
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19830930,0.0206376,0.0638914,-0.0130292,-0.032932,0.0425239
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19831130,0.00386205,-0.0664521,-0.038894,0.0137929,0.0582219
19831231,0.0979277,0.046052,0.0164882,0.0345517,0.0551875
19840131,0.0856575,0.0281089,0.072983,0.00421151,0.00699642
19840229,0.0716678,0.0239875,0.0344986,0.0569862,0.00500524
19840331,0.210755,-0.0561694,0.130405,0.151352,0.0640038
19840430,0.0435392,-0.0324987,0.0150262,0.0557191,0.0291313
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19840630,-0.0286702,-0.0353439,-0.104276,-0.0760764,0.0256238
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19840831,-0.0249557,-0.0223307,0.020957,-0.046159,-0.00463991
19840930,0.0149678,-0.0477642,-0.0308738,-0.0481513,0.0352801
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19850228,0.0707821,0.015127,0.0869267,0.0760926,0.00371038
19850331,0.0426688,0.0242047,0.0138571,0.00230001,0.0451421
19850430,0.00686529,0.0609719,0.0364547,0.0254009,-0.044114
19850531,-0.0288183,-0.0138332,0.0103859,0.0529283,0.0275648
19850630,0.0058268,0.00550427,0.00664871,0.0294468,0.000455098
19850731,0.0282964,-0.0278524,-0.0149102,-0.00454793,0.00161122
19850831,0.0291404,-0.0563836,0.0840499,0.0975716,0.0510994
19850930,0.00517343,-0.00352861,-0.0251294,-0.0759967,-0.0409957
19851031,0.0449623,-0.0583939,0.0367019,0.0207597,0.0647829
19851130,0.0162198,-0.0330978,0.0461333,0.0689674,0.0190138
19851231,0.0277115,-0.0132941,0.0998788,0.0662915,0.00102703
19860131,0.0533133,-0.0232786,0.0141365,0.000360318,0.0621277
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19861130,-0.00833487,-0.00526981,0.0519902,-5.52889e-06,-0.0144386
19861231,0.00743839,0.0164041,-8.17105e-05,0.00580589,0.0560468
19870131,-0.0196347,-0.0165559,-0.0725314,-0.0194734,0.00202703
19870228,-0.0188142,-0.0174433,0.0707238,0.037211,0.00449331
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19870430,-0.0175221,0.0657298,0.0124574,0.0100222,0.0166181
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19870630,0.00352427,0.00248384,0.028386,0.0450066,0.00369117
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19871130,0.0337509,-0.0756746,-0.0146541,-0.100447,0.0628869
19871231,0.0140462,-0.0542656,0.0464242,0.0538799,0.0322565
19880131,0.0170266,0.0676951,0.0054537,0.0271083,0.0140626
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19881031,-0.0167734,-0.0456625,0.0441757,-0.00759785,-0.067961
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19881231,-0.0239474,0.0377902,-0.164162,-0.242706,0.0775583
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19890430,0.00377813,0.0546935,0.0338265,-0.0122501,-0.0570375
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19890930,-0.00261152,0.0803414,0.0151528,0.0196333,0.0275108
19891031,0.0556399,-0.0476184,-0.0290545,-0.0240731,0.102471
19891130,0.00651917,-0.0106569,0.0279242,0.00252587,-0.0868197
19891231,-0.0761736,0.106893,0.0846159,0.0991777,-0.0346289
19900131,-0.0426139,0.0805811,-0.0320155,-0.0917821,0.00935718
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19900531,-0.0588038,0.0527555,0.0172508,-0.0137315,-0.0268053
19900630,0.0373185,-0.0161997,-0.0543078,-0.0517723,0.0338522
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19900930,0.0641335,-0.00885791,0.0188136,0.0156184,0.0719007
19901031,0.0385098,-0.0768831,-0.0133555,-0.0367755,0.0178063
19901130,-0.0224198,-0.0394499,-0.0235969,0.000119874,-0.0422767
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19910131,0.0379346,-0.0420309,-0.0895886,-0.0988557,-0.0118516
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19921031,-0.0225511,0.1079,-0.140789,-0.139316,-0.0155382
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19930131,0.0408742,0.0586775,-0.0122587,0.0164339,0.0891364
19930228,0.200136,0.0680354,-0.052653,-0.0109102,0.164203
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19931031,-0.0450869,0.144777,0.0103161,-0.00370409,-0.0243953
19931130,0.118316,-0.142651,-0.0691212,-0.135151,0.121716
19931231,-0.030154,0.0321464,-0.0259315,0.04713,-0.0876172
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19951130,0.0226407,-0.0303113,-0.00889297,0.0142438,0.0129473
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