date,SMB,HML,UMD
19810228,,,0.150642
19810331,,,0.047482
19810430,,,0.102302
19810531,,,-0.026211
19810630,,,0.083538
19810731,-0.013614,-0.074722,0.001274
19810831,0.060654,-0.006448,0.008978
19810930,0.026383,0.066246,-0.003673
19811031,0.036184,-0.075676,-0.015035
19811130,0.023903,0.035321,0.097493
19811231,0.017506,-0.004682,0.059961
19820131,0.043954,0.009777,0.088831
19820228,0.003613,0.077275,0.033205
19820331,0.031180,0.113287,0.026706
19820430,-0.061226,0.055420,-0.012651
19820531,-0.008274,0.000303,0.037040
19820630,-0.038096,0.014077,-0.007725
19820731,0.063004,-0.063933,0.007615
19820831,-0.034276,0.022606,-0.052032
19820930,-0.061638,0.077473,0.051006
19821031,-0.019477,-0.049852,0.019535
19821130,0.043018,-0.019293,0.074915
19821231,0.011185,0.044717,0.067377
19830131,-0.102281,0.083425,0.167466
19830228,0.003536,-0.035641,0.094322
19830331,0.117663,-0.014165,-0.102705
19830430,-0.036232,0.228316,0.224131
19830531,-0.033087,-0.073902,0.063087
19830630,-0.064283,0.140637,0.011320
19830731,-0.017859,-0.014335,0.016436
19830831,0.056310,0.101860,-0.063040
19830930,0.049387,0.035091,-0.041580
19831031,0.041368,0.068704,-0.107857
19831130,-0.045503,-0.057360,-0.029248
19831231,0.043716,0.011261,0.010866
19840131,0.078061,-0.054836,0.091350
19840229,0.027243,0.035847,-0.023026
19840331,0.164225,-0.104163,0.219365
19840430,-0.012515,0.001869,0.016231
19840531,-0.010088,-0.012260,0.016949
19840630,-0.014166,-0.006085,-0.082513
19840731,0.050192,0.015543,0.013422
19840831,-0.016395,-0.038547,-0.011804
19840930,0.004616,-0.051159,-0.026624
19841031,0.081188,0.110844,0.000790
19841130,0.096437,-0.105265,0.038486
19841231,0.061553,0.192840,0.085880
19850131,-0.055364,-0.000441,0.079829
19850228,0.011418,0.091752,0.102632
19850331,0.021545,0.046047,-0.019932
19850430,0.006938,0.075845,-0.023728
19850531,-0.055253,-0.014879,0.039807
19850630,0.006756,-0.017195,0.024638
19850731,0.032722,0.005297,0.005276
19850831,-0.004206,-0.061587,0.103110
19850930,0.023963,0.003313,-0.060142
19851031,0.025992,-0.046688,0.057814
19851130,-0.009195,-0.050589,0.084580
19851231,0.046916,-0.039591,0.046942
19860131,0.036140,-0.037208,0.035364
19860228,0.000732,-0.004779,-0.005316
19860331,0.029610,-0.029254,0.004324
19860430,0.024611,0.074007,0.050602
19860531,-0.095977,0.095273,0.060033
19860630,-0.005575,-0.025065,0.020601
19860731,0.071868,0.008772,0.001927
19860831,-0.032679,-0.042569,0.058731
19860930,0.004175,0.054472,-0.021552
19861031,-0.023542,-0.015763,0.055053
19861130,-0.019524,0.000609,-0.029398
19861231,-0.004553,0.011872,0.010629
19870131,0.004763,0.007615,-0.030734
19870228,-0.023929,-0.024863,-0.008199
19870331,0.016853,0.015361,-0.011977
19870430,-0.011878,0.067437,0.029913
19870531,0.025145,0.108816,0.039523
19870630,-0.002666,0.005289,-0.076583
19870731,-0.053331,0.030144,-0.052728
19870831,-0.098653,0.062920,0.009875
19870930,0.115608,-0.017413,-0.042558
19871031,0.129543,0.041886,0.032132
19871130,0.006654,-0.020817,-0.084624
19871231,0.022151,-0.038342,0.100398
19880131,0.033548,0.046259,0.166353
19880229,-0.062517,0.063452,-0.031486
19880331,-0.046396,-0.028649,0.036598
19880430,-0.007669,-0.054754,0.031390
19880531,-0.031759,-0.012271,0.051935
19880630,-0.021240,-0.054608,0.069526
19880731,-0.037716,0.026790,0.084772
19880831,0.052816,0.053660,0.005837
19880930,-0.015417,-0.006558,0.009701
19881031,-0.032697,0.023656,0.060601
19881130,-0.024164,0.070795,0.084189
19881231,0.026954,0.073709,-0.210509
19890131,0.030737,-0.015750,-0.087733
19890228,-0.044847,0.024036,-0.007923
19890331,-0.094323,0.090745,0.041576
19890430,-0.026874,0.075104,-0.010801
19890531,0.008409,0.002225,0.056503
19890630,0.029184,-0.050877,0.000555
19890731,-0.014131,0.024737,-0.003136
19890831,-0.047790,0.048257,-0.030172
19890930,0.014097,0.097113,-0.023762
19891031,0.030913,-0.008583,-0.012416
19891130,0.039775,0.008633,0.006909
19891231,-0.082838,0.110444,0.048600
19900131,-0.050716,0.066011,-0.037739
19900228,0.137157,0.071009,0.110552
19900331,-0.011316,-0.024563,-0.000983
19900430,0.000178,0.010109,-0.033990
19900531,-0.043912,0.047434,-0.006315
19900630,0.027543,-0.013748,-0.044170
19900731,-0.012927,0.069753,0.045883
19900831,0.061032,0.014094,0.104616
19900930,0.001363,0.014271,0.028437
19901031,0.033175,-0.101168,-0.065385
19901130,-0.005918,-0.048155,0.000259
19901231,-0.000802,-0.045433,0.033357
19910131,-0.002253,0.006328,-0.093297
19910228,-0.051499,0.022491,-0.124196
19910331,0.031206,-0.028309,-0.029647
19910430,-0.030080,-0.023411,0.068540
19910531,-0.013171,-0.052525,0.023626
19910630,0.044824,0.007877,-0.019444
19910731,0.015370,-0.000601,-0.058067
19910831,-0.019145,0.016078,0.019015
19910930,0.045814,0.011671,0.102167
19911031,0.017933,-0.016092,0.081433
19911130,0.040566,-0.046072,0.063623
19911231,-0.035116,-0.012113,-0.051130
19920131,0.025898,0.103497,0.060232
19920229,0.009963,-0.024503,-0.000443
19920331,-0.065731,-0.016614,-0.000209
19920430,-0.024405,0.023613,-0.073755
19920531,-0.011547,-0.041321,-0.009916
19920630,0.038034,0.003056,0.058384
19920731,-0.025394,-0.075051,0.072982
19920831,0.015653,-0.096983,0.133369
19920930,-0.071977,-0.107499,-0.071282
19921031,0.026315,0.059379,-0.075531
19921130,-0.072304,0.028704,-0.076510
19921231,0.050346,0.175843,-0.085712
19930131,0.053321,-0.014316,0.003497
19930228,0.105656,0.061682,-0.039556
19930331,0.023111,0.065557,-0.049194
19930430,0.031200,0.122833,-0.040304
19930531,0.078614,0.005373,-0.007171
19930630,0.017859,0.114062,0.084761
19930731,0.063486,0.029816,0.062172
19930831,0.071319,-0.069066,-0.074278
19930930,0.000515,-0.061931,-0.019531
19931031,0.004669,0.058031,-0.009517
19931130,0.034095,-0.026080,-0.190910
19931231,-0.054356,0.041012,0.003933
19940131,-0.020682,0.050184,-0.035978
19940228,0.034265,-0.052183,-0.000284
19940331,0.018939,0.025890,0.008418
19940430,-0.034645,0.027775,-0.006818
19940531,-0.005928,0.008837,0.023773
19940630,0.008263,0.017228,-0.048129
19940731,-0.063317,-0.002763,0.020469
19940831,0.017336,-0.003895,0.002559
19940930,0.021855,0.002623,0.009985
19941031,-0.017637,-0.005002,0.007416
19941130,0.020860,-0.013361,-0.034799
19941231,-0.011621,0.032086,-0.049587
19950131,-0.013112,0.053757,0.033135
19950228,0.032988,0.010125,-0.054470
19950331,0.018610,-0.027099,-0.037008
19950430,-0.035543,-0.012699,0.054745
19950531,-0.002346,0.033267,0.048609
19950630,-0.032756,0.046437,-0.010310
19950731,0.026760,-0.040728,-0.000981
19950831,0.053043,0.013956,0.059323
19950930,0.009957,0.002324,0.013986
19951031,0.030787,-0.058305,0.087085
19951130,0.016207,-0.053645,0.012646
19951231,0.043090,-0.024411,0.041793
19960131,0.058247,-0.002557,0.011585
19960229,-0.045969,0.128412,-0.025343
19960331,-0.022089,0.055490,-0.051994
19960430,-0.002204,-0.045311,0.004385
19960531,0.008052,0.027754,0.001947
19960630,-0.019053,0.052018,-0.000085
19960731,0.039733,0.011776,0.018170
19960831,0.015349,-0.040277,0.043618
19960930,-0.015041,0.015509,0.047328
19961031,0.012841,-0.065950,0.014490
19961130,0.027182,-0.046043,0.010880
19961231,0.023392,0.008676,-0.013798
19970131,0.070634,-0.110337,0.130794
19970228,0.010151,-0.019306,0.041275
19970331,0.014282,0.014253,0.010383
19970430,-0.046657,0.129559,0.004978
19970531,0.021692,-0.014209,0.014836
19970630,-0.031730,0.046748,-0.059091
19970731,0.001610,0.011202,-0.071451
19970831,0.007477,-0.032041,-0.019260
19970930,-0.003029,-0.031824,0.051882
19971031,-0.018967,-0.069294,0.051450
19971130,-0.002853,-0.012974,0.011467
19971231,-0.023189,0.010662,0.011846
19980131,0.004343,-0.060023,-0.054542
19980228,0.004041,-0.025183,0.079274
19980331,-0.024602,-0.066482,0.019889
19980430,0.037280,-0.097601,0.034464
19980531,0.042728,0.005956,0.027578
19980630,-0.035459,0.027472,-0.005795
19980731,0.029622,-0.005109,0.013969
19980831,-0.012197,-0.016149,-0.016900
19980930,-0.025563,-0.037767,-0.039780
19981031,-0.119454,-0.050468,0.018528
19981130,0.020847,-0.017763,0.119472
19981231,-0.078364,0.010815,0.106173
19990131,0.114811,0.010008,0.007030
19990228,0.053371,-0.012487,0.066054
19990331,0.050583,0.076646,-0.224031
19990430,-0.024823,0.031202,-0.068182
19990531,0.041003,0.056535,0.096191
19990630,-0.001978,0.027129,-0.016861
19990731,0.005794,-0.004836,-0.070710
19990831,-0.019090,-0.002774,0.002181
19990930,0.016954,0.053244,-0.026236
19991031,-0.030672,-0.062605,0.043409
19991130,0.062398,-0.089603,-0.123701
19991231,0.104947,-0.164625,0.117471
20000131,0.086235,-0.003102,0.122167
20000229,0.275403,-0.196223,0.122404
20000331,-0.030068,0.054998,-0.045862
20000430,-0.025824,0.077253,-0.059196
20000531,-0.027271,0.080123,-0.038566
20000630,0.042711,-0.002227,0.025728
20000731,-0.004551,-0.018774,0.065591
20000831,0.055949,0.005310,0.094193
20000930,-0.033416,-0.034338,0.004242
20001031,-0.034616,-0.000162,0.030700
20001130,0.025603,0.062915,-0.028467
20001231,-0.083844,0.029433,-0.094800
20010131,0.107209,-0.098458,0.027934
20010228,-0.034562,0.102138,0.040828
20010331,0.016298,0.084378,0.021779
20010430,0.007578,-0.011671,-0.006385
20010531,0.016110,-0.024195,0.018876
20010630,-0.007778,0.039447,0.072098
20010731,0.007670,-0.019696,-0.024296
20010831,-0.060208,0.002929,0.038607
20010930,-0.031168,-0.012822,0.021083
20011031,0.058887,-0.055129,-0.060889
20011130,0.133307,-0.126546,-0.158134
20011231,-0.025634,0.017813,0.040982
20020131,0.095789,-0.006521,0.097146
20020228,-0.057224,0.023705,0.051414
20020331,-0.014608,0.073313,-0.075960
20020430,-0.008681,0.136168,0.019547
20020531,-0.012423,0.011033,0.101836
20020630,0.050992,0.024222,0.061967
20020731,0.025461,0.006038,-0.006687
20020831,-0.029524,-0.028239,0.023068
20020930,-0.044974,0.041297,0.127747
20021031,0.131374,-0.057866,-0.154193
20021130,0.023471,0.020144,-0.048257
20021231,-0.031924,0.027210,0.055933
20030131,0.084476,0.067056,-0.057751
20030228,0.032358,-0.021978,0.093661
20030331,-0.055810,0.037187,0.017210
20030430,0.089734,0.044202,-0.136603
20030531,0.021603,0.012222,-0.030509
20030630,0.026379,-0.008914,-0.038912
20030731,0.121000,0.068970,-0.115470
20030831,0.057368,0.045346,-0.006302
20030930,0.160838,0.111235,-0.048857
20031031,-0.037422,-0.005210,-0.033301
20031130,0.013232,0.063830,0.047176
20031231,-0.000562,0.025018,0.009699
20040131,0.073079,0.075280,0.121827
20040229,0.076756,0.096636,0.045277
20040331,0.017474,-0.016579,0.003468
20040430,-0.052756,-0.048997,-0.064274
20040531,-0.051636,-0.007682,0.033251
20040630,-0.033750,0.090672,0.028899
20040731,0.042274,0.036678,-0.048962
20040831,-0.029809,0.043929,0.042914
20040930,-0.046875,0.046103,0.101152
20041031,0.009409,-0.001482,0.005562
20041130,0.015645,0.086286,0.051356
20041231,0.072043,-0.030636,-0.034576
20050131,0.053737,0.066245,0.096041
20050228,-0.001676,0.119995,0.134893
20050331,0.023668,-0.011339,0.046508
20050430,0.013062,0.027200,0.019659
20050531,-0.019496,-0.018428,0.005500
20050630,0.129836,0.172413,0.006284
20050731,-0.007145,-0.009983,0.065464
20050831,0.051691,-0.063300,0.125341
20050930,0.097231,-0.055642,0.031294
20051031,0.001242,0.049178,-0.067514
20051130,0.106874,-0.030360,0.015400
20051231,0.029259,-0.006894,0.133941
20060131,-0.066074,0.011177,0.024370
20060228,-0.001696,0.009940,-0.034826
20060331,-0.016221,0.051158,0.113087
20060430,0.012164,0.029645,0.121813
20060531,0.044775,-0.058107,0.023041
20060630,-0.018660,0.001892,-0.059006
20060731,-0.011753,-0.001619,-0.003727
20060831,0.077339,0.023944,-0.081405
20060930,0.046915,-0.023523,-0.039062
20061031,-0.038224,-0.002556,0.011627
20061130,0.026216,-0.008374,0.002314
20061231,0.014491,0.067533,0.023637
20070131,-0.008981,0.048670,-0.055438
20070228,0.027612,-0.017856,0.018542
20070331,-0.009486,0.019973,-0.003208
20070430,0.038298,0.011412,0.024000
20070531,0.002990,0.019399,0.039374
20070630,0.032283,0.035957,-0.049475
20070731,0.024095,0.007252,0.036849
20070831,-0.002814,0.002646,-0.007134
20070930,-0.054997,-0.062328,0.006168
20071031,-0.027437,0.011666,-0.002553
20071130,-0.019760,0.029481,0.013029
20071231,0.050726,-0.005949,-0.034968
20080131,0.089812,0.049967,-0.059323
20080229,-0.042563,-0.004043,0.052809
20080331,-0.021228,-0.003513,0.029563
20080430,-0.006026,-0.065766,0.061292
20080531,0.074822,-0.002920,0.052400
20080630,0.023278,-0.013729,0.077883
20080731,0.013435,0.032889,-0.067949
20080831,-0.039565,-0.037457,0.005353
20080930,0.023161,0.033644,0.030495
20081031,0.006043,-0.019127,0.102979
20081130,0.040087,-0.153077,-0.026949
20081231,-0.077413,0.025242,0.028615
20090131,0.090225,0.005232,-0.028844
20090228,-0.008036,-0.003103,0.038943
20090331,-0.050606,0.050912,-0.023595
20090430,-0.008100,0.064992,-0.101619
20090531,0.054691,0.076474,-0.166534
20090630,0.066390,0.071112,0.025755
20090731,-0.042895,-0.004655,-0.028790
20090831,-0.047840,0.028840,0.073435
20090930,-0.003504,-0.036169,0.012137
20091031,0.111131,0.031014,0.087965
20091130,0.009582,-0.002774,0.125217
20091231,0.060630,0.021592,-0.059899
20100131,0.049538,0.075286,0.017257
20100228,-0.012054,0.001552,0.020749
20100331,0.050453,0.043678,0.046871
20100430,0.034617,0.009402,0.036871
20100531,-0.005967,-0.049516,-0.020005
20100630,-0.013054,-0.105795,-0.031035
20100731,-0.035402,0.010260,0.029104
20100831,-0.000016,-0.021532,-0.027741
20100930,-0.032011,0.003272,-0.010352
20101031,-0.019680,0.046627,0.017207
20101130,0.007517,0.012975,-0.017946
20101231,-0.003055,-0.007605,-0.005414
20110131,0.081579,-0.044185,0.001220
20110228,-0.003124,-0.002462,0.002077
20110331,0.047572,-0.002998,0.048471
20110430,0.042887,-0.036638,0.051632
20110531,-0.009162,-0.001112,0.065109
20110630,-0.018724,0.031390,0.036996
20110731,-0.020345,0.048799,0.007837
20110831,-0.010513,-0.011923,0.015685
20110930,0.018444,-0.058170,0.040022
20111031,0.002717,-0.075727,0.037530
20111130,-0.027647,-0.049638,0.013294
20111231,0.052984,-0.043797,0.154637
20120131,0.116758,0.076466,-0.059519
20120229,-0.023889,-0.004585,0.079603
20120331,0.056841,-0.046153,-0.045115
20120430,0.058591,-0.031130,0.044563
20120531,0.002152,-0.018920,0.013792
20120630,-0.025577,-0.075341,-0.011275
20120731,-0.030421,-0.003051,0.008707
20120831,-0.004075,0.023842,0.039824
20120930,-0.005973,0.023019,-0.024814
20121031,-0.040217,0.015170,0.026431
20121130,-0.036128,0.049163,-0.010916
20121231,0.016048,-0.011823,0.008441
20130131,0.042144,0.061321,-0.010807
20130228,0.000189,0.029262,0.043807
20130331,0.067743,0.003522,0.016231
20130430,-0.052524,0.050002,0.088263
20130531,0.042696,-0.014359,0.003237
20130630,0.081358,0.022425,0.134505
20130731,0.012260,0.000306,-0.012746
20130831,0.002745,-0.031524,-0.020616
20130930,0.093398,-0.073414,0.054042
20131031,-0.022532,0.002201,0.067665
20131130,0.050741,-0.028291,0.018900
20131231,0.052204,0.050561,0.023726
20140131,0.052260,0.039585,0.016639
20140228,-0.028826,-0.003528,-0.000981
20140331,0.041284,-0.005756,-0.012883
20140430,-0.029324,-0.006816,-0.056871
20140531,-0.010295,-0.012077,0.017887
20140630,-0.012187,-0.014867,0.054821
20140731,-0.015875,0.046047,0.056014
20140831,-0.031060,0.010907,0.042751
20140930,-0.045438,0.025638,0.092436
20141031,-0.014110,-0.006604,0.091138
20141130,-0.010728,-0.007744,0.074534
20141231,0.056253,-0.138089,0.031163
20150131,-0.002549,0.017811,0.046340
20150228,0.002831,0.020989,-0.020028
20150331,-0.014139,0.020591,0.077299
20150430,0.027735,-0.109360,-0.272191
20150531,0.000274,-0.000140,0.076666
20150630,0.027236,-0.072258,0.091835
20150731,-0.017858,-0.045205,0.171302
20150831,0.037887,-0.075040,0.047012
20150930,0.020810,-0.006140,0.030343
20151031,0.077605,-0.209342,-0.201721
20151130,0.005814,-0.003326,0.020766
20151231,0.038364,-0.086419,0.157511
20160131,0.117766,-0.039863,0.019347
20160229,0.014644,-0.013173,-0.051468
20160331,0.045525,-0.054516,0.038013
20160430,0.022025,-0.027321,-0.060672
20160531,-0.010492,-0.005297,0.047372
20160630,0.018437,0.002656,0.043148
20160731,0.013198,0.032027,0.052228
20160831,0.037005,-0.006408,-0.049510
20160930,0.054562,-0.051537,0.010332
20161031,-0.001142,0.058344,-0.014640
20161130,0.050811,0.046309,0.037470
20161231,0.149162,0.089839,-0.019479
20170131,0.076785,-0.064345,0.029362
20170228,0.013433,0.027481,0.024327
20170331,-0.030902,0.038316,0.016173
20170430,-0.016897,0.024713,0.048451
20170531,-0.000122,-0.093999,-0.014347
20170630,0.034694,-0.006062,0.009536
20170731,-0.024295,-0.000148,0.018168
20170831,-0.023397,0.021999,0.018023
20170930,0.001824,0.031348,-0.009695
20171031,-0.019772,-0.016451,0.024772
20171130,0.006645,-0.019958,0.006894
20171231,0.040359,-0.044612,0.000677
20180131,0.008527,0.013922,-0.003588
20180228,0.002367,-0.015232,-0.046731
20180331,0.021782,-0.032011,-0.000587
20180430,-0.016729,-0.012994,-0.056835
20180531,0.019655,0.013683,-0.030636
20180630,-0.029378,-0.004241,-0.018238
20180731,-0.062108,-0.228911,-0.118662
20180831,0.000545,-0.016057,-0.005538
20180930,0.058364,0.000629,0.013374
20181031,-0.051047,0.040359,0.011278
20181130,-0.045238,-0.085235,-0.009530
20181231,-0.016519,-0.069572,-0.012158
20190131,0.009925,-0.040260,0.047261
20190228,-0.031203,0.034595,0.000378
20190331,0.029943,-0.025014,0.012970
20190430,-0.001475,0.061144,-0.017178
20190531,-0.024020,-0.075691,0.067281
20190630,-0.013630,0.011457,0.029046
20190731,0.036210,-0.041893,0.041569
20190831,-0.026266,-0.033598,0.085567
20190930,-0.003960,0.013940,-0.026001
20191031,0.029740,-0.021296,0.051948
20191130,0.047652,-0.041555,-0.026191
20191231,0.035362,-0.035907,0.007523
20200131,0.029056,-0.019737,0.017341
20200229,-0.009555,0.038936,0.050568
20200331,0.009009,-0.153470,0.091452
20200430,0.105269,-0.133950,-0.078476
20200531,0.069822,-0.038763,0.053423
20200630,0.014430,0.029165,-0.054986
20200731,0.019751,-0.108889,0.017361
20200831,0.073387,-0.100704,0.038132
20200930,0.008201,-0.059218,0.069169
20201031,0.083991,-0.045732,-0.039894
20201130,0.055398,0.075772,-0.183883
20201231,0.150825,-0.017112,0.097589
20210131,0.001425,-0.022848,-0.013818
20210228,0.087554,-0.002517,-0.067158
20210331,0.040723,0.021512,0.007852
20210430,0.020664,0.005776,0.017207
20210531,-0.045500,0.051652,-0.050472
20210630,0.030477,0.055092,-0.009966
20210731,-0.011856,-0.046125,-0.007592
20210831,0.029775,-0.009704,0.036558
20210930,0.011335,0.049915,0.076438
20211031,-0.016173,0.008634,0.014198
20211130,0.010167,0.020737,0.013395
20211231,-0.003037,0.075463,0.046650
20220131,-0.018848,0.126232,0.028810
20220228,-0.063026,0.175790,0.070127
20220331,0.081841,0.043825,0.077883
20220430,-0.013434,0.104227,0.023462
20220531,0.078031,0.059901,0.081295
20220630,-0.008490,0.008275,0.042112
20220731,-0.004042,-0.004927,-0.023864
20220831,-0.000576,0.080402,0.103497
20220930,-0.010587,0.024273,0.043928
20221031,0.026833,0.137232,0.014601
20221130,-0.018783,-0.035899,-0.009347
20221231,0.032925,0.027858,-0.021534
20230131,0.037088,0.063079,
20230228,-0.025050,0.076959,
20230331,-0.015988,0.015394,
20230430,-0.021367,-0.066157,