paper-dynasty-card-creation/data-output/retrosheet_arm_ratings_2005.csv

player_id,position,season,balls_fielded,total_assists,home_throws,batter_extra_outs,assist_rate,raw_score,z_score,arm_rating
franj004,RF,2005,150,13,9,4,0.0867,40.3,3.63,-6
freer001,LF,2005,51,6,4,2,0.1176,41.89,3.03,-6
ramim002,LF,2005,262,17,8,9,0.0649,38.17,2.63,-6
fordl001,CF,2005,146,7,3,4,0.0479,22.08,2.06,-5
gomej001,RF,2005,73,6,3,2,0.0822,30.26,2.27,-5
hawpb001,RF,2005,156,10,6,3,0.0641,29.23,2.13,-5
huntt001,CF,2005,223,9,6,3,0.0404,22.01,2.04,-5
wellv001,CF,2005,359,12,10,2,0.0334,23.23,2.24,-5
cabrm001,LF,2005,198,12,9,3,0.0606,31.38,1.89,-4
floyc001,LF,2005,298,15,8,7,0.0503,31.6,1.91,-4
jonea002,CF,2005,395,11,8,3,0.0278,20.45,1.79,-4
repkj001,CF,2005,101,5,5,0,0.0495,20.35,1.77,-4
tavew001,CF,2005,364,10,7,3,0.0275,19.24,1.59,-4
bradm001,CF,2005,188,6,4,2,0.0319,16.17,1.09,-3
burrp001,LF,2005,244,10,5,5,0.041,23.3,1.01,-3
jordb001,LF,2005,80,5,2,2,0.0625,23.25,1.01,-3
loftk001,CF,2005,207,7,5,2,0.0338,17.84,1.37,-3
longt002,LF,2005,175,9,6,3,0.0514,25.33,1.23,-3
monrc001,LF,2005,102,6,4,1,0.0588,23.25,1.0,-3
sandr002,LF,2005,127,7,4,2,0.0551,23.24,1.0,-3
aloum001,RF,2005,91,4,4,0,0.044,17.59,0.56,-2
berkl001,LF,2005,65,4,3,1,0.0615,22.86,0.96,-2
byrdm001,LF,2005,104,5,4,1,0.0481,19.92,0.64,-2
dejed001,CF,2005,310,7,7,0,0.0226,14.47,0.82,-2
dye-j001,RF,2005,285,10,5,4,0.0351,20.53,0.95,-2
finls001,CF,2005,289,6,4,2,0.0208,12.83,0.55,-2
gibbj002,RF,2005,138,6,4,2,0.0435,19.64,0.83,-2
guilj001,RF,2005,304,10,6,3,0.0329,19.87,0.86,-2
ibanr001,LF,2005,109,6,6,0,0.055,23.11,0.99,-2
jenkg001,RF,2005,310,10,9,1,0.0323,20.68,0.97,-2
jonej003,RF,2005,268,9,2,6,0.0336,18.97,0.74,-2
keara001,RF,2005,242,8,7,0,0.0331,17.72,0.57,-2
kotsm001,CF,2005,303,7,4,1,0.0231,12.63,0.52,-2
matol001,CF,2005,303,7,3,3,0.0231,13.63,0.68,-2
michj001,CF,2005,165,5,3,2,0.0303,14.59,0.84,-2
nixot001,RF,2005,252,8,7,1,0.0317,18.32,0.66,-2
pattc001,CF,2005,243,6,4,1,0.0247,13.01,0.58,-2
pierj002,CF,2005,336,7,5,2,0.0208,13.95,0.73,-2
redmt001,CF,2005,163,5,2,3,0.0307,14.7,0.85,-2
sullc001,CF,2005,175,5,2,3,0.0286,14.07,0.75,-2
tuckm001,RF,2005,94,5,1,2,0.0532,19.46,0.81,-2
wilkb002,CF,2005,238,6,5,0,0.0252,13.16,0.6,-2
willb002,CF,2005,236,6,5,1,0.0254,14.23,0.78,-2
abreb001,RF,2005,273,7,3,3,0.0256,14.39,0.12,-1
browe001,RF,2005,250,7,4,3,0.028,16.1,0.35,-1
cruzj004,RF,2005,114,4,1,3,0.0351,14.93,0.2,-1
delld001,LF,2005,87,4,3,1,0.046,18.19,0.46,-1
drewj001,RF,2005,85,3,2,1,0.0353,13.89,0.06,-1
edmoj001,CF,2005,348,6,4,0,0.0172,9.77,0.05,-1
gonzl001,LF,2005,276,7,5,2,0.0254,15.31,0.14,-1
grees001,CF,2005,82,2,2,0,0.0244,9.52,0.01,-1
grifk002,CF,2005,290,6,3,2,0.0207,11.81,0.38,-1
guerv001,RF,2005,264,9,4,2,0.0341,17.13,0.49,-1
holld002,CF,2005,201,4,4,0,0.0199,10.37,0.15,-1
huffa001,RF,2005,208,6,3,2,0.0288,14.25,0.1,-1
johnk003,LF,2005,171,6,5,1,0.0351,17.13,0.34,-1
klesr001,LF,2005,214,7,3,4,0.0327,17.51,0.38,-1
lanej001,RF,2005,266,7,2,4,0.0263,14.59,0.15,-1
langr002,RF,2005,77,3,2,1,0.039,14.99,0.2,-1
lee-c001,LF,2005,312,8,6,2,0.0256,16.49,0.27,-1
mackr001,CF,2005,70,2,2,0,0.0286,10.77,0.21,-1
matsh001,LF,2005,235,7,5,2,0.0298,16.64,0.29,-1
mattg002,CF,2005,261,5,4,1,0.0192,11.25,0.29,-1
mattg002,RF,2005,51,2,2,0,0.0392,13.96,0.07,-1
mccrq001,CF,2005,68,2,2,0,0.0294,11.02,0.26,-1
menck001,LF,2005,235,8,6,1,0.034,18.01,0.44,-1
ordom001,RF,2005,144,5,2,3,0.0347,15.92,0.33,-1
paytj001,CF,2005,76,2,2,0,0.0263,10.09,0.1,-1
reedj004,CF,2005,389,7,3,3,0.018,12.1,0.43,-1
repkj001,RF,2005,50,2,2,0,0.04,14.2,0.1,-1
riosa002,RF,2005,251,7,4,2,0.0279,15.07,0.21,-1
rivej001,LF,2005,79,3,1,2,0.038,14.69,0.07,-1
stews002,LF,2005,254,7,6,1,0.0276,15.97,0.21,-1
surhb001,LF,2005,79,3,2,1,0.038,14.69,0.07,-1
suzui001,RF,2005,388,10,5,2,0.0258,15.73,0.3,-1
swisn001,RF,2005,201,6,3,2,0.0299,14.56,0.15,-1
tagus001,RF,2005,79,3,1,1,0.038,13.69,0.03,-1
walkl001,RF,2005,129,5,3,2,0.0388,17.13,0.49,-1
wertj001,RF,2005,72,3,2,1,0.0417,15.8,0.31,-1
beltc001,CF,2005,382,5,4,1,0.0131,9.43,-0.0,0
clarb003,CF,2005,400,5,5,0,0.0125,9.25,-0.03,0
conij001,LF,2005,56,2,0,2,0.0357,12.91,-0.12,0
duboj001,LF,2005,55,2,0,2,0.0364,13.11,-0.1,0
dunna001,LF,2005,251,6,2,3,0.0239,12.77,-0.13,0
ellij001,CF,2005,200,4,3,0,0.02,9.4,-0.01,0
gileb002,RF,2005,307,6,5,1,0.0195,12.46,-0.14,0
hairj002,CF,2005,92,2,2,0,0.0217,8.72,-0.12,0
johnr008,LF,2005,138,4,2,2,0.029,13.1,-0.1,0
monrc001,RF,2005,136,4,0,4,0.0294,13.22,-0.03,0
nix-l001,CF,2005,162,3,3,0,0.0185,8.86,-0.1,0
paytj001,RF,2005,56,2,2,0,0.0357,12.91,-0.08,0
tagus001,LF,2005,54,2,1,1,0.037,13.31,-0.08,0
wertj001,LF,2005,87,3,2,1,0.0345,13.64,-0.04,0
wilsp002,CF,2005,270,5,1,2,0.0185,9.06,-0.06,0
andeg001,LF,2005,230,5,3,2,0.0217,12.02,-0.22,1
bigbl001,LF,2005,101,3,3,0,0.0297,12.21,-0.19,1
burkc001,LF,2005,126,3,2,1,0.0238,10.44,-0.39,1
burnj001,RF,2005,307,5,4,1,0.0163,10.39,-0.42,1
byrne001,LF,2005,213,5,4,1,0.0235,12.54,-0.16,1
cataf001,LF,2005,167,4,2,2,0.024,11.59,-0.26,1
churr001,LF,2005,79,2,1,1,0.0253,9.79,-0.46,1
damoj001,CF,2005,410,5,1,2,0.0122,7.16,-0.37,1
encaj001,RF,2005,220,4,2,2,0.0182,9.85,-0.49,1
gathj001,CF,2005,181,3,2,0,0.0166,7.27,-0.36,1
granc001,CF,2005,121,2,0,2,0.0165,7.16,-0.37,1
guiea001,CF,2005,55,1,1,0,0.0182,6.55,-0.47,1
hollm001,LF,2005,239,5,3,2,0.0209,11.78,-0.24,1
kielb001,LF,2005,102,3,2,1,0.0294,12.12,-0.2,1
kielb001,RF,2005,68,2,2,0,0.0294,11.02,-0.33,1
logan001,CF,2005,283,3,3,0,0.0106,6.48,-0.48,1
mondr002,RF,2005,69,2,2,0,0.029,10.9,-0.35,1
robed001,CF,2005,245,4,2,1,0.0163,8.3,-0.19,1
rodrj002,LF,2005,62,2,1,1,0.0323,11.88,-0.23,1
shefg001,RF,2005,253,5,1,3,0.0198,10.43,-0.41,1
sosas001,RF,2005,123,3,1,2,0.0244,10.62,-0.39,1
womat001,LF,2005,74,2,1,1,0.027,10.31,-0.4,1
bay-j001,CF,2005,58,1,0,1,0.0172,6.27,-0.52,2
crawc002,LF,2005,343,3,2,1,0.0087,5.92,-0.88,2
crisc001,LF,2005,297,3,1,2,0.0101,6.33,-0.83,2
crosb001,CF,2005,66,1,1,0,0.0152,5.65,-0.62,2
cruzj004,CF,2005,88,1,0,1,0.0114,4.51,-0.8,2
duffc001,CF,2005,81,1,1,0,0.0123,4.8,-0.76,2
hidar001,RF,2005,177,3,3,0,0.0169,8.38,-0.69,2
hollt001,LF,2005,105,2,1,1,0.019,7.91,-0.66,2
johnr008,RF,2005,52,1,0,1,0.0192,6.87,-0.89,2
lawtm002,RF,2005,233,4,4,0,0.0172,9.55,-0.53,2
leder001,LF,2005,57,1,1,0,0.0175,6.36,-0.83,2
murtm001,LF,2005,62,1,1,0,0.0161,5.94,-0.88,2
penaw001,RF,2005,94,2,1,1,0.0213,8.58,-0.66,2
podss001,LF,2005,282,3,2,1,0.0106,6.49,-0.82,2
rowaa001,CF,2005,416,3,2,1,0.0072,5.46,-0.65,2
sanca003,CF,2005,60,1,1,0,0.0167,6.1,-0.55,2
sizeg001,CF,2005,375,3,1,2,0.008,5.7,-0.61,2
tracc001,RF,2005,88,2,2,0,0.0227,9.02,-0.6,2
winnr001,CF,2005,185,2,2,0,0.0108,5.44,-0.65,2
aloum001,LF,2005,133,1,1,0,0.0075,3.36,-1.16,3
bay-j001,LF,2005,267,3,1,1,0.0112,5.67,-0.91,3
blakc001,RF,2005,290,3,1,1,0.0103,5.4,-1.09,3
camem001,RF,2005,137,2,1,0,0.0146,5.58,-1.07,3
diazv001,RF,2005,154,2,2,0,0.013,6.1,-1.0,3
figgc001,CF,2005,134,1,0,1,0.0075,3.34,-1.0,3
grees001,RF,2005,234,2,0,2,0.0085,4.76,-1.18,3
paytj001,LF,2005,108,1,1,0,0.0093,3.88,-1.1,3
terrl001,CF,2005,122,1,1,0,0.0082,3.56,-0.96,3
wilsc003,RF,2005,51,1,0,0,0.0196,5.98,-1.01,3
winnr001,LF,2005,228,2,1,1,0.0088,4.83,-1.0,3
drewj001,CF,2005,64,0,0,0,0.0,0.0,-1.54,4
edwam001,LF,2005,51,0,0,0,0.0,0.0,-1.52,4
felip001,LF,2005,138,0,0,0,0.0,0.0,-1.52,4
grism001,CF,2005,68,0,0,0,0.0,0.0,-1.54,4
langr002,LF,2005,101,0,0,0,0.0,0.0,-1.52,4
matsh001,CF,2005,54,0,0,0,0.0,0.0,-1.54,4
monrc001,CF,2005,63,0,0,0,0.0,0.0,-1.54,4
nadyx001,CF,2005,54,0,0,0,0.0,0.0,-1.54,4
newhd001,CF,2005,61,0,0,0,0.0,0.0,-1.54,4
penaw001,CF,2005,57,0,0,0,0.0,0.0,-1.54,4
tagus001,CF,2005,58,0,0,0,0.0,0.0,-1.54,4
wertj001,CF,2005,63,0,0,0,0.0,0.0,-1.54,4
whitr001,LF,2005,119,0,0,0,0.0,0.0,-1.52,4
wilkb002,LF,2005,67,0,0,0,0.0,0.0,-1.52,4
conij001,RF,2005,51,0,0,0,0.0,0.0,-1.82,5
lindt001,RF,2005,92,0,0,0,0.0,0.0,-1.82,5
menck001,RF,2005,60,0,0,0,0.0,0.0,-1.82,5
mohrd001,RF,2005,103,0,0,0,0.0,0.0,-1.82,5