Test Results for Question 6

reports/spark_question6_post_season_bat_diff.csv

+,playerID,nameFirst,nameLast,DIFF
+0,orourji01,Jim,O'Rourke,0.006
+1,youklke01,Kevin,Youkilis,0.04
+2,schoere01,Red,Schoendienst,-0.023
+3,whitnar01,Art,Whitney,0.039
+4,beltrad01,Adrian,Beltre,0.011
+5,gantro01,Ron,Gant,0.004
+6,garrewa01,Wayne,Garrett,-0.073
+7,pinknge01,George,Pinkney,-0.006
+8,marshmi02,Mike,Marshall,-0.052
+9,lathaar01,Arlie,Latham,-0.003
+10,richabo01,Bobby,Richardson,0.121
+11,richada01,Danny,Richardson,-0.008
+12,campabe01,Bert,Campaneris,0.028
+13,gladdda01,Dan,Gladden,-0.001
+14,willibe02,Bernie,Williams,-0.001
+15,henrito01,Tommy,Henrich,0.042
+16,meusebo01,Bob,Meusel,-0.113
+17,whitede03,Devon,White,-0.024
+18,tayloha01,Harry,Taylor,-0.006
+19,cabremi01,Miguel,Cabrera,0.011
+20,jacksjo01,Shoeless Joe,Jackson,0.01
+21,grudzma01,Mark,Grudzielanek,-0.084
+22,pierrju01,Juan,Pierre,0.007
+23,morenom01,Omar,Moreno,0.079
+24,sebriji01,Jimmy,Sebring,0.056
+25,bauerha01,Hank,Bauer,0.02
+26,rothrja01,Jack,Rothrock,-0.046
+27,oneilti01,Tip,O'Neill,-0.125
+28,foutzda01,Dave,Foutz,-0.037
+29,friscfr01,Frankie,Frisch,-0.05
+30,harribu01,Bucky,Harris,0.051
+31,millafe01,Felix,Millan,-0.097
+32,hackst01,Stan,Hack,0.06
+33,renteed01,Edgar,Renteria,0.003
+34,tiernmi01,Mike,Tiernan,-0.007
+35,murrare01,Red,Murray,0.05
+36,yerkest02,Steve,Yerkes,-0.015
+37,schofdi02,Dick,Schofield,0.061
+38,collihu01,Hub,Collins,0.093
+39,gosligo01,Goose,Goslin,0.028
+40,koenima01,Mark,Koenig,-0.16
+41,kotsama01,Mark,Kotsay,-0.057
+42,leede02,Derrek,Lee,-0.106
+43,hoopeha01,Harry,Hooper,0.014
+44,kellyge01,High Pockets,Kelly,-0.043
+45,carutbo01,Bob,Caruthers,-0.038
+46,clarkfr01,Fred,Clarke,-0.053
+47,anderga01,Garret,Anderson,-0.014
+48,rodrial01,Alex,Rodriguez,-0.044
+49,stahlja01,Jake,Stahl,-0.011
+50,rathmo01,Morrie,Rath,-0.042
+51,biggicr01,Craig,Biggio,-0.094
+52,beaumgi01,Ginger,Beaumont,-0.057
+53,ricesa01,Sam,Rice,0.039
+54,bucknbi01,Bill,Buckner,-0.106
+55,willsma01,Maury,Wills,0.081
+56,colliri02,Ripper,Collins,0.058
+57,comisch01,Charlie,Comiskey,0.019
+58,welchcu01,Curt,Welch,-0.069
+59,gandich01,Chick,Gandil,-0.045
+60,herzobu01,Buck,Herzog,0.136
+61,gagnegr01,Greg,Gagne,-0.066
+62,stahlch01,Chick,Stahl,0.002
+63,thompsa01,Sam,Thompson,0.034
+64,decindo01,Doug,DeCinces,0.007
+65,burnsge01,George,Burns,0.044
+66,floodcu01,Curt,Flood,-0.1
+67,vizquom01,Omar,Vizquel,-0.047
+68,ramirma02,Manny,Ramirez,-0.012
+69,bancrda01,Dave,Bancroft,-0.136
+70,skowrbi01,Bill,Skowron,0.092
+71,collied01,Eddie,Collins,-0.11
+72,strawda01,Darryl,Strawberry,0.031
+73,roweja01,Jack,Rowe,0.048
+74,riceji01,Jim,Rice,-0.144
+75,lindsfr01,Freddie,Lindstrom,0.011
+76,reyesjo01,Jose,Reyes,-0.011
+77,mosebll01,Lloyd,Moseby,-0.043
+78,saxst01,Steve,Sax,-0.015
+79,mccarto01,Tommy,McCarthy,-0.058
+80,ferriho01,Hobe,Ferris,0.053
+81,snodgfr01,Fred,Snodgrass,-0.07
+82,marisro01,Roger,Maris,-0.035
+83,wilsoha01,Hack,Wilson,-0.098
+84,doylede01,Denny,Doyle,0.007
+85,colliji01,Jimmy,Collins,-0.053
+86,whitede01,Deacon,White,-0.091
+87,brocklo01,Lou,Brock,0.004
+88,doughpa01,Patsy,Dougherty,-0.067
+89,molitpa01,Paul,Molitor,0.049
+90,damonjo01,Johnny,Damon,-0.055
+91,loftoke01,Kenny,Lofton,0.014
+92,doylela01,Larry,Doyle,-0.059
+93,connoro01,Roger,Connor,0.043
+94,ortizda01,David,Ortiz,0.096
+95,richaha01,Hardy,Richardson,-0.13
+96,merklfr01,Fred,Merkle,-0.003
+97,gleasbi01,Bill,Gleason,-0.116
+98,kubekto01,Tony,Kubek,0.063
+99,stargwi01,Willie,Stargell,0.105
+100,wagnehe01,Heinie,Wagner,-0.093
+101,muellbi02,Bill,Mueller,-0.028
+102,wardjo01,John,Ward,0.12
+103,paganan01,Angel,Pagan,-0.039
+104,lewisdu01,Duffy,Lewis,-0.096
+105,matsuhi01,Hideki,Matsui,0.125
+106,ewingbu01,Buck,Ewing,-0.094
+107,parenfr01,Freddy,Parent,0.017
+108,cashda01,Dave,Cash,-0.153
+109,speaktr01,Tris,Speaker,-0.049
+110,martipe01,Pepper,Martin,0.047
+111,garcida01,Damaso,Garcia,-0.059
+112,boggswa01,Wade,Boggs,-0.07
+113,aurilri01,Rich,Aurilia,-0.034
+114,soriaal01,Alfonso,Soriano,-0.148
+115,foliti01,Tim,Foli,0.075
+116,erstada01,Darin,Erstad,0.011
+117,jeterde01,Derek,Jeter,-0.093
+118,grissma02,Marquis,Grissom,0.01
+119,burnsoy01,Oyster,Burns,-0.1
+120,mitchke01,Kevin,Mitchell,-0.011
+121,womacto01,Tony,Womack,-0.031
+122,obrieda01,Darby,O'Brien,-0.133
+123,freembu01,Buck,Freeman,-0.008
+124,wilsowi02,Willie,Wilson,0.074
+125,leachto01,Tommy,Leach,0.0
+126,pendlte01,Terry,Pendleton,-0.022
+127,peskyjo01,Johnny,Pesky,-0.083
+128,fowlede01,Dexter,Fowler,-0.017
+129,weavebu01,Buck,Weaver,0.056
+130,barrema02,Marty,Barrett,0.118
+131,whitebi02,Bill,White,-0.111
+132,sheffga01,Gary,Sheffield,0.022
+133,kipnija01,Jason,Kipnis,0.018