Date,AAPL,AMZN,GOOG,MSFT,SPY
2016-01-04 00:00:00.0000000,-4.11176659942257,-4.34206482049439,-3.44379467186485,-3.06923838794327,-2.26197985628636
2016-01-05 00:00:00.0000000,3.06012997853122,-1.43686373272462,0.464335424903264,1.12297609311232,0.453882177858157
2016-01-06 00:00:00.0000000,-4.90780372709811,-3.84317872716324,-2.20376608453571,-1.11050538314686,-1.51936328268537
2016-01-07 00:00:00.0000000,-1.86952794258228,-0.0321563033812299,0.0424654189854452,-2.98232500181535,-1.51759330564277
2016-01-08 00:00:00.0000000,-0.131736170466094,-0.344164472571529,0.156100101634722,-0.62618942367598,-0.0716732649035278
2016-01-11 00:00:00.0000000,0.426177733068899,-1.158698800464,-2.02885044880803,0.267327463249576,-1.11686454598243
2016-01-12 00:00:00.0000000,1.59644519709693,2.08496929507422,0.707498838678818,0.476099805734483,0.41967402747847
2016-01-13 00:00:00.0000000,-0.228745251071947,-0.698919650889644,1.27064391464652,1.97119209365646,0.325038489431899
2016-01-14 00:00:00.0000000,-2.35247270487514,-6.54393837187287,-3.4849793465075,-3.34572353640593,-2.51992490274435
2016-01-15 00:00:00.0000000,-1.79665389207771,-1.38044114875054,-1.85574112745703,-1.32692043597882,-1.46663082803421
2016-01-19 00:00:00.0000000,2.29730434924673,0.847552898060707,1.59037543732724,0.331315853430874,1.70798434889612
2016-01-20 00:00:00.0000000,-3.36348446785266,-2.20590218362836,-2.0887249674929,-2.9137529396622,-2.59528730276172
2016-01-21 00:00:00.0000000,2.06098750359709,1.63371464625326,1.97063760515914,2.04081726111603,0.637738713914073
2016-01-22 00:00:00.0000000,1.61755587710213,2.64129902149872,3.0504974698199,0.803921269435509,1.91718593883914
2016-01-25 00:00:00.0000000,2.930142421299,1.57287892120801,-0.00275822232823993,1.03092546366454,0.0737693068547485
2016-01-26 00:00:00.0000000,-1.56619029793794,0.913062436131458,-1.3447084322532,-0.288790364165523,-0.789806241818547
2016-01-27 00:00:00.0000000,-3.89272428476812,-0.2419458021579,-0.0252143562284932,0.424787414784349,0.615647847034404
2016-01-28 00:00:00.0000000,-2.34277382189844,1.059819097711,1.19803102242078,-0.288401684334488,0.200445658372313
2016-01-29 00:00:00.0000000,1.0662117392457,-5.98155973182534,1.28908905477733,5.53412822619963,0.0315843106302492
2016-02-01 00:00:00.0000000,1.77233915914077,1.07871676562107,2.58772598767766,0.274075510932805,1.32091066750897
2016-02-02 00:00:00.0000000,-1.08842442051558,-1.409672934343,4.53588159671269,-1.29373703599001,-0.296053637897275
2016-02-03 00:00:00.0000000,-0.440157385249251,-2.89473684210526,-1.8202714208891,-1.69835370139025,-0.286519604355734
2016-02-04 00:00:00.0000000,0.905263800370066,-5.14905149051491,-6.15538092335508,-2.15962727864583,-0.365705519486783
2016-02-05 00:00:00.0000000,0.688499925425176,0.815243675595238,-2.62032934040469,-0.307101443566421,0.146819133469474
2016-02-08 00:00:00.0000000,-3.51222493529993,-8.08835128977813,-5.11742506160573,-4.60146217335369,-2.73312794940464
2016-02-09 00:00:00.0000000,1.24557467660271,-1.73905717389549,0.669316748025554,-1.06962419264876,-1.29730505823466
2016-02-10 00:00:00.0000000,1.72870637139802,2.87650880088093,2.16265734604742,1.77478360620247,1.66339607417389
2016-02-11 00:00:00.0000000,-2.22059767939776,-0.119976477585443,-1.72669621240086,-2.42533393320449,-2.18336314804013
2016-02-12 00:00:00.0000000,0.426486322608282,3.97621968877999,2.2607421875,3.22514314909996,1.43688188471907
2016-02-16 00:00:00.0000000,0.881191400516716,1.71920267316529,0.394050164379153,1.2935353748834,2.05990344955372
2016-02-17 00:00:00.0000000,1.73647819845435,1.78255372945638,0.7374017332019,1.15913582495262,1.26609065823765
2016-02-18 00:00:00.0000000,2.24474832941748,2.35465681374176,1.70607983015879,1.63138497806494,1.06716533116345
2016-02-19 00:00:00.0000000,-2.8733270367412,-3.78424959373992,-2.10844657790493,-0.687943049407508,-1.05072402244432
2016-02-22 00:00:00.0000000,0.322914123535156,4.12705523757011,1.78697068998888,0.596493267870575,1.41235391227868
2016-02-23 00:00:00.0000000,0.0934523617139529,2.46218651519322,-0.848116460028293,0.114769270642708,0.0670577634945091
2016-02-24 00:00:00.0000000,-2.51037150481336,-1.7640154816493,-1.78630395307154,-3.15246756031453,-1.7371108851482
2016-02-25 00:00:00.0000000,2.20259589368433,1.79020055542831,1.60976994869882,2.05168858493391,1.62618200982172
2016-02-26 00:00:00.0000000,1.19728668396261,0.828048571466241,1.22426925396226,1.68180734502894,1.46596379461747
2016-02-29 00:00:00.0000000,-0.349790482063152,-1.092622147136,-1.1657130551817,-2.3764259244513,-0.74274134377941
2016-03-01 00:00:00.0000000,0.815611099059724,0.413353434538583,0.471211411705534,-0.740014147438537,-0.0512562673378
2016-03-02 00:00:00.0000000,2.92882802423061,4.57675366774355,2.18583965628364,2.82518852701946,1.39993388196953
2016-03-03 00:00:00.0000000,0.069644506354046,-0.651478818623764,-0.0445072773600487,1.06850100156729,0.530994115404254
2016-03-04 00:00:00.0000000,1.77967874621242,0.538096967493997,-0.513441654006211,-1.07608019952515,0.613713598222768
2016-03-07 00:00:00.0000000,0.0195336939825118,-1.29589020289486,-1.13147959143604,-1.60305367963212,-0.334982344555993
2016-03-08 00:00:00.0000000,-1.57241978703863,-2.732151813384,-2.59018205209012,-1.47401496506585,-0.0100275980932561
2016-03-09 00:00:00.0000000,0.525896790748674,0.302938400738194,1.43480786278219,2.14566962393317,0.0200648628653512
2016-03-10 00:00:00.0000000,0.0987129660700913,1.28314974392525,1.38159474549037,2.00424152584364,0.300966142495322
2016-03-11 00:00:00.0000000,0.818453970700598,0.0370579059666136,1.67768244997043,0.132249564369214,0.650123899440035
2016-03-14 00:00:00.0000000,-0.322764288492904,0.00881696655656762,0.945832994249132,-0.547171538730837,0.447187309866923
2016-03-15 00:00:00.0000000,2.01157427995018,0.705467372134039,0.0151326140163108,0.0758886667086421,-0.395727659905932
2016-03-16 00:00:00.0000000,0.625241950368572,0.987743371004816,-0.0756600184200364,1.3270156643402,0.119192238993132
2016-03-17 00:00:00.0000000,0.869893917795079,-1.23647417828946,1.38772487266872,1.4218864559122,0.813491736109545
2016-03-18 00:00:00.0000000,0.777103602076451,-1.50480363422333,0.734601541836949,1.30971978687235,0.457583473059161
2016-03-21 00:00:00.0000000,-0.385552047051139,-2.14461961074556,-0.722506329684629,-3.04078336603008,-0.0489743084798496
2016-03-22 00:00:00.0000000,-0.641933638456297,-0.692278876115117,0.130349215567719,0.676057484228286,-0.151914934216803
2016-03-23 00:00:00.0000000,1.16864927024569,2.9150107456185,0.66443783159922,0.932661806206835,0.17177371071429
2016-03-24 00:00:00.0000000,-0.948536912461227,1.08912394858512,-1.39419901263078,-0.498984392382393,-1.03375660381266
2016-03-28 00:00:00.0000000,0.502511399604345,3.04879820653864,0.652992199280062,0.687219410914101,0.797030005124536
2016-03-29 00:00:00.0000000,-1.04717038712412,-0.727241584950511,-0.298585925091581,-1.01457156677592,-0.41746775746162
2016-03-30 00:00:00.0000000,3.58470984661055,2.85443365710774,2.11137480274019,2.36675449380368,1.74591075203572
2016-03-31 00:00:00.0000000,0.984813327010732,0.430696189033761,-0.113314973150552,0.03641080948945,-0.189044781327799
2016-04-01 00:00:00.0000000,-0.856728427768993,-1.46676655866761,-1.42142467988822,0.181980842097707,-0.757611350031176
2016-04-04 00:00:00.0000000,1.50762953488888,1.44117765014903,1.5515871041784,0.690283512046648,1.21360198359025
2016-04-05 00:00:00.0000000,-0.824122484880436,-1.37395333368114,-1.60787105002912,-0.432981557181025,-1.04433768940046
2016-04-06 00:00:00.0000000,0.657475305139199,-0.550129473831243,-0.302165375169377,-1.50389207648168,-0.234521782299939
2016-04-07 00:00:00.0000000,-0.254020139856771,1.91312463587926,1.3047522094001,0.938186747253432,0.465251450552676
2016-04-08 00:00:00.0000000,-0.945878412913807,-0.741532896150532,-0.187829456945391,-0.364499301681658,0.0974929067160168
2016-04-11 00:00:00.0000000,0.0550891163128513,0.306233561345661,-0.127686762810763,-0.329241808134467,-0.0438279631321968
2016-04-12 00:00:00.0000000,0.339538508803104,0.379107208053766,-0.67562372470354,-0.220228928033698,-0.501826445455238
2016-04-13 00:00:00.0000000,1.33529061895646,1.55079677190947,1.51219148299881,1.3794372167261,1.36127644828113
2016-04-14 00:00:00.0000000,0.740071906352903,1.21610300446083,0.647396656916434,0.181426507177437,0.516911750830314
2016-04-15 00:00:00.0000000,0.438987503773857,1.11369039367363,-0.00398261249666092,0.144871449817044,-0.0288426083867529
2016-04-18 00:00:00.0000000,-2.87218018301019,0.551516717589818,0.859444769326316,0.343584889742486,-0.110569556085202
2016-04-19 00:00:00.0000000,-0.927543522721779,1.88535052735119,1.19006752905864,2.05442305850717,0.943308655973715
2016-04-20 00:00:00.0000000,-1.1494233364288,-1.12063510127789,-1.49575829028276,-0.60038874479083,0.100119886325153
2016-04-21 00:00:00.0000000,0.271943845824416,0.158730158730159,-0.345645793824208,-0.870495062172991,0.0809707889575351
2016-04-22 00:00:00.0000000,-1.79556547598025,-1.03486993611331,-3.84972026024903,-6.97132516637173,-0.747188321870118
2016-04-25 00:00:00.0000000,-0.0095249366984041,-1.25866506322354,-1.40438006036959,-0.250435500861816,-0.13905947766872
2016-04-26 00:00:00.0000000,-1.03809175037202,1.55041238152235,1.30149527188474,0.926997979050254,0.374531258940983
2016-04-27 00:00:00.0000000,-7.61236010329749,-2.29490322266842,-2.49924255051269,-1.49253502554263,-0.272671299146803
2016-04-28 00:00:00.0000000,1.67708396911621,0.611309301895671,0.137147671876633,-1.67055287101544,-0.00479421824598951
2016-04-29 00:00:00.0000000,-3.70863920084653,8.1976839480627,-2.47931512671521,-2.50889072414365,-0.834695115189361
2016-05-02 00:00:00.0000000,-0.0212752883507772,-0.312314878354917,1.00332887698054,1.31712572639645,0.0967477491588548
2016-05-03 00:00:00.0000000,0.244754415825623,2.02434070179584,-0.108941668263346,0.680000305175781,-0.193308476717552
2016-05-04 00:00:00.0000000,1.06157115965667,-2.18051830865502,-0.915522970929409,-0.993245924681023,-0.740847737577205
2016-05-05 00:00:00.0000000,-1.26050103645969,1.61788893110873,1.0441892097826,0.0601901669442859,0.278058466342495
2016-05-06 00:00:00.0000000,-0.670209844061669,-2.56345662892418,0.0974620415485206,0.100259150052998,-0.729713960797471
2016-05-09 00:00:00.0000000,-0.396275822746054,2.72845434755366,1.95022695695203,1.14183399525058,0.739983232231205
2016-05-10 00:00:00.0000000,0.354840678553427,2.97499628011129,0.667134831460674,-0.316894121792725,0.559417159853791
2016-05-11 00:00:00.0000000,0.16072165749063,1.69884409615904,0.929190532895884,1.58950766532047,0.575659072358341
2016-05-12 00:00:00.0000000,-0.813010386112805,1.64213536835171,-0.877783804712467,0.136905326348351,-0.298210939856549
2016-05-13 00:00:00.0000000,-2.93356469466459,-0.381944048583092,-0.715421987041371,0.468745820690009,-0.521002753265984
2016-05-16 00:00:00.0000000,2.65555487738715,-0.631088334431381,-0.393295383222306,-1.24416680935939,-0.606178148150916
2016-05-17 00:00:00.0000000,2.33791933800076,-0.03238568532081,0.967380495018843,1.81102755405437,0.731850093122832
2016-05-18 00:00:00.0000000,-0.412479510376057,-2.86519596505959,-1.72069546952547,-2.39752832405277,-0.978399790163942
2016-05-19 00:00:00.0000000,0.509766045954622,0.336447492956784,-0.186166468715351,-0.0198065008396793,-0.185875992112362
2016-05-20 00:00:00.0000000,0,1.32537186295901,-0.10535768691387,0.0198104245915923,0.421444977281558
2016-05-23 00:00:00.0000000,1.29966543202253,0.456459919085865,0.699813889834683,0.237715794320408,0.287915451474973
2016-05-24 00:00:00.0000000,1.40815524715235,-0.886047601615193,0.0467009243776752,0.197632987814228,0.32115404591061
2016-05-25 00:00:00.0000000,1.49145950425416,1.43121016813633,1.96644663754014,2.40630648451124,1.21259156143145
2016-05-26 00:00:00.0000000,1.02361625111325,0.0466125833112641,0.292744508986926,0.0192645157611952,0.369005740747417
2016-05-27 00:00:00.0000000,-0.24076832166409,0.941649054710361,0.157706732349942,-0.0192608052603301,0.0429699851229723
2016-05-31 00:00:00.0000000,0.160897052279458,-0.373424183238636,1.06766209920942,0.65485393794034,0.491575805515943
2016-06-01 00:00:00.0000000,-0.582331164598751,1.20309507090979,0.381288312752506,0.344432282734334,-0.683891744919655
2016-06-02 00:00:00.0000000,-1.43405192595989,0.00970263374860493,-0.276371178291817,0.381389718110305,0.325175951820985
2016-06-03 00:00:00.0000000,0.194674635631915,0.800313434084196,-0.440952965017065,-0.493917789794525,0.214488532743812
2016-06-06 00:00:00.0000000,0.204516766918683,-0.0330228469053427,-0.59786447679849,-0.744557811561096,0.214029464086653
2016-06-07 00:00:00.0000000,1.28584770251979,0.466622800886098,-0.699389783129893,0.480861688649541,0.393925886604818
2016-06-08 00:00:00.0000000,-0.231741417565334,-0.478152894865401,0.572348711308148,-0.421135554430522,0.146550163278349
2016-06-09 00:00:00.0000000,-0.525143062709665,-0.454301860849595,-0.150564509418439,-0.0384476308874906,-0.155778812669693
2016-06-10 00:00:00.0000000,0.0304556134993655,-0.103720097541459,-0.470350745919577,-1.82692454411433,-0.496424670340963
2016-06-13 00:00:00.0000000,0.162390808983746,-1.15456026887071,-0.411408544905256,-2.87952483442682,-0.522667522771273
2016-06-14 00:00:00.0000000,-1.38818797516539,-0.235289793252718,-0.00419105057371393,0.645420901585738,-0.649599066864121
2016-06-15 00:00:00.0000000,0.513769011064425,1.35751444950503,0.351722253230481,-0.240486458742483,0.019227541410006
2016-06-16 00:00:00.0000000,-1.40053440079342,-1.37811803421485,-0.568849354029033,-0.522294752729754,-0.139393047246432
2016-06-17 00:00:00.0000000,0,0,0,1.7972523857457,-0.279182590158694
2016-06-20 00:00:00.0000000,-0.64169191570838,-0.653030872814034,-1.39420088089063,0,0
2016-06-21 00:00:00.0000000,-1.10416412353516,0.311138150402943,-0.0529494836420859,-0.868875655632268,-0.2490203305345
2016-06-22 00:00:00.0000000,1.37981622593936,0.120165207332952,0.0944978696249257,1.75299014888642,0.16802248660534
2016-06-23 00:00:00.0000000,-0.322075385551948,-0.150718281850768,-0.23030717780809,0.391536689649445,0.555956719886068
2016-06-24 00:00:00.0000000,-3.15822253720224,-3.14465408805031,-3.19449837363561,-2.86660967433435,-2.94551868247144
2016-06-27 00:00:00.0000000,0.0968639913285542,-0.142855733676046,-0.617619712917709,-1.42542236417331,-1.00182119334323
2016-06-28 00:00:00.0000000,-0.107525240990423,1.15460616488497,1.18777506752981,-0.366599410936139,-0.0545665024802061
2016-06-29 00:00:00.0000000,1.15177575591982,2.25,0.59355044711353,2.02371568994713,1.66765965932185
2016-06-30 00:00:00.0000000,0.500160917950032,0.202586406850332,0.361635534864568,1.62292401476137,1.15700567191338
2016-07-01 00:00:00.0000000,1.11181215080414,0.0167310534223557,0.981814199242436,0.808359301152291,1.09550163607999
2016-07-05 00:00:00.0000000,-0.104721412041245,0.763951989739096,0.557640173864662,-0.586738178747324,-0.25300686944171
2016-07-06 00:00:00.0000000,-0.82818001948019,0.40260573171468,-0.873490375997644,-0.0983731063477221,-0.536011071330586
2016-07-07 00:00:00.0000000,1.16278910345016,1.87678200724926,1.17395241171937,1.26033754437459,0.981568237578676
2016-07-08 00:00:00.0000000,0.825497325725729,0.109558321706194,0.203412628265149,0.602880949689023,0.562256616964906
2016-07-11 00:00:00.0000000,0.269460194825121,1.33217839279314,1.22229989892334,1.48849886831138,1.01397742653604
2016-07-12 00:00:00.0000000,0.434106634568798,0.914664713541667,1.5634499703509,0.838092622302827,0.628545580254831
2016-07-13 00:00:00.0000000,0.246995469472764,-1.33445759868598,0.625764827922311,1.17114235486442,0.424184807387038
2016-07-14 00:00:00.0000000,-0.0205361582064274,0.281211575134639,-0.28191288813314,0.52277590014496,0.445595731618698
2016-07-15 00:00:00.0000000,1.57100193950663,-0.308468552704053,0.575121716319583,0.204310196953584,0.175603000707235
2016-07-18 00:00:00.0000000,-0.222403179109835,-1.48148117868041,-0.416127013816234,-0.463392023103984,-0.373649581674925
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