Added exceptions.py, added date_math, error checks for promos

batting_stats.csv

@@ -1,153 +1,2 @@
 ,last_name,use_name,key_mlbam,key_retro,key_bbref,key_fangraphs,bat_hand,PA_vL,PA_vR,AB_vL,AB_vR,HR_vR,HR_vL,1B_vR,1B_vL,2B_vR,2B_vL,3B_vR,3B_vL,BB_vR,BB_vL,SO_vR,SO_vL,HBP_vR,HBP_vL,FB_vL,FB_vR,GB_vL,GB_vR,LD_vL,LD_vR,GDP_vL,GDP_vR,Bunts,ifh_vL,ifh_vR,pull_vL,pull_vR,center_vL,center_vR,oppo_vL,oppo_vR,H_vL,H_vR,AVG_vL,AVG_vR,OBP_vL,OBP_vR,SLG_vL,SLG_vR,HR/FB_vL,HR/FB_vR,FB%_vL,FB%_vR,GB%_vL,GB%_vR,LD%_vL,LD%_vR,Hard%_vL,Hard%_vR,Med%_vL,Med%_vR,Soft%_vL,Soft%_vR,IFH%_vL,IFH%_vR,Pull%_vL,Pull%_vR,Cent%_vL,Cent%_vR,Oppo%_vL,Oppo%_vR,Tm,ROE,XI,RS%,SBO,SB,CS,SB%,SB2,CS2,SB3,CS3,SBH,CSH,PO,PCS,OOB,OOB1,OOB2,OOB3,OOBHm,BT,XBT%,1stS,1stS2,1stS3,1stD,1stD3,1stDH,2ndS,2ndS3,2ndSH,battingcard_id
-0,Knoblauch,Chuck,117197,knobc001,knoblch01,609,R,20.0,87.0,17.0,79.0,1.0,0.0,15,1.0,0.0,1.0,1.0,0.0,10,4.0,10,3.0,4.0,0.0,3,18,5,29,2,12,1,2,2,1.0,7.0,7,19,8,41,7,19,2.0,17.0,0.11765,0.21519,0.3,0.35632,0.17647,0.27848,0.0,0.05556,0.3,0.30508,0.5,0.49153,0.2,0.20339,0.25882,0.26329,0.1,0.1,0.64118,0.63671,0.5,0.41176,0.31818,0.24051,0.36364,0.10127,0.31818,0.65822,NYY,8,0,42%,261,31,12,72%,26,10,5,2,0,0,5,2,8,4,1,2,1,21,54%,52,28,22,7,2,4,32,9,23,609
-1,O'Neill,Paul,120028,oneip001,o'neipa01,1009818,L,21.0,75.0,20.0,65.0,0.0,0.0,10,3.0,6.0,0.0,1.0,0.0,12,2.0,8,6.0,0.0,1.0,3,13,8,22,1,17,0,2,0,2.0,2.0,2,9,11,39,3,15,3.0,17.0,0.15,0.26154,0.28571,0.38667,0.15,0.38462,0.0,0.0,0.25,0.25,0.66667,0.42308,0.08333,0.32692,0.2,0.32308,0.1,0.18462,0.7,0.4923,0.66667,0.11765,0.125,0.14286,0.6875,0.1746,0.1875,0.68254,NYY,10,0,31%,260,15,1,94%,12,1,3,0,0,0,2,0,7,3,3,1,0,17,47%,50,32,18,7,2,5,21,6,14,1009818
-2,Williams,Bernie,124288,willb002,willibe02,857,S,27.0,70.0,26.0,61.0,0.0,0.0,8,4.0,5.0,1.0,1.0,1.0,14,1.0,6,9.0,0.0,0.0,5,12,5,22,4,11,0,3,0,0.0,3.0,8,15,7,40,8,9,6.0,14.0,0.23077,0.22951,0.25926,0.4,0.34615,0.34426,0.0,0.0,0.35714,0.26667,0.35714,0.48889,0.28571,0.24444,0.31538,0.31475,0.17307,0.17213,0.51155,0.51312,0.0,0.21429,0.34783,0.23438,0.30435,0.10938,0.34782,0.65624,NYY,9,0,34%,227,15,9,63%,14,7,1,1,0,1,3,3,2,1,0,0,1,21,47%,28,17,10,18,9,9,20,8,12,857
-3,Erstad,Darin,113889,erstd001,erstada01,11,L,32.0,87.0,29.0,79.0,4.0,2.0,12,4.0,7.0,2.0,1.0,1.0,8,3.0,10,4.0,0.0,1.0,9,18,9,30,6,14,1,1,0,2.0,7.0,9,30,17,48,4,18,9.0,24.0,0.31034,0.3038,0.40625,0.36782,0.65517,0.56962,0.22222,0.22222,0.375,0.29032,0.375,0.48387,0.25,0.22581,0.54483,0.46582,0.35517,0.39873,0.1,0.13545,0.22222,0.29167,0.3,0.3125,0.56667,0.17708,0.13333,0.51042,ANA,6,2,34%,237,20,6,77%,19,5,1,1,0,0,0,0,3,1,2,0,0,14,50%,29,22,7,5,2,3,18,2,16,11
-4,Edmonds,Jim,113744,edmoj001,edmonji01,1153,L,24.0,65.0,24.0,61.0,2.0,0.0,9,3.0,5.0,1.0,0.0,0.0,6,1.0,6,5.0,0.0,0.0,6,16,7,23,4,12,3,1,0,0.0,2.0,3,23,11,36,7,8,4.0,16.0,0.16667,0.2623,0.20833,0.33846,0.20833,0.44262,0.0,0.125,0.35294,0.31373,0.41176,0.45098,0.23529,0.23529,0.24166,0.38032,0.1,0.27048,0.65834,0.3492,0.0,0.125,0.14286,0.34328,0.52381,0.16418,0.33333,0.49254,ANA,11,0,42%,275,7,5,58%,7,5,0,0,0,0,0,0,4,1,2,0,1,16,53%,35,20,15,11,5,6,27,9,18,1153
-5,Hollins,Dave,116083,holld001,hollida01,1391,S,24.0,76.0,20.0,72.0,2.0,2.0,7,3.0,2.0,0.0,1.0,0.0,4,3.0,15,4.0,2.0,1.0,3,9,8,32,4,10,0,0,3,1.0,5.0,8,12,9,38,8,20,5.0,12.0,0.25,0.16667,0.375,0.23684,0.55,0.30556,0.66667,0.22222,0.2,0.17647,0.53333,0.62745,0.26667,0.19608,0.5,0.33889,0.4,0.20833,0.1,0.45278,0.2,0.41667,0.32,0.17143,0.36,0.12857,0.32,0.7,ANA,6,0,38%,153,11,3,79%,11,2,0,1,0,0,2,1,6,1,2,0,3,18,65%,25,8,17,8,2,5,13,4,8,1391
-6,Salmon,Tim,121640,salmt001,salmoti01,32,R,20.0,52.0,15.0,45.0,6.0,1.0,3,3.0,1.0,0.0,0.0,0.0,9,5.0,14,3.0,1.0,0.0,3,16,3,8,3,1,1,0,0,1.0,2.0,5,14,10,19,5,14,4.0,10.0,0.26667,0.22222,0.45,0.38462,0.46667,0.64444,0.33333,0.375,0.33333,0.64,0.33333,0.32,0.33333,0.04,0.4,0.62222,0.3,0.27778,0.3,0.1,0.25,0.2,0.25,0.29787,0.5,0.21277,0.25,0.48936,ANA,7,0,28%,224,0,1,0%,0,1,0,0,0,0,1,0,1,1,0,0,0,10,34%,36,28,8,9,7,2,22,8,13,32
-7,Fielder,Cecil,114106,fielc001,fieldce01,1004026,R,20.0,79.0,19.0,75.0,1.0,1.0,7,2.0,5.0,0.0,0.0,0.0,9,5.0,20,6.0,1.0,0.0,2,12,4,27,2,8,1,4,0,0.0,5.0,5,16,6,34,5,16,3.0,13.0,0.15789,0.17333,0.4,0.29114,0.31579,0.28,0.5,0.08333,0.25,0.25532,0.5,0.57447,0.25,0.17021,0.3579,0.30667,0.23685,0.16001,0.40525,0.53332,0.0,0.38462,0.3125,0.24242,0.375,0.09091,0.3125,0.66667,TOT,6,0,23%,141,0,1,0%,0,1,0,0,0,0,0,0,1,1,0,0,0,10,22%,22,17,5,11,11,0,8,3,4,1004026
-8,Anderson,Garret,110236,andeg001,anderga01,2,L,27.0,74.0,27.0,72.0,2.0,0.0,9,5.0,5.0,1.0,2.0,0.0,4,1.0,11,3.0,0.0,0.0,9,22,7,21,4,15,0,1,0,1.0,5.0,4,21,16,35,8,18,6.0,18.0,0.22222,0.25,0.25926,0.2973,0.25926,0.45833,0.0,0.09091,0.45,0.37931,0.35,0.36207,0.2,0.25862,0.23704,0.40833,0.1,0.3125,0.66296,0.27917,0.16667,0.27778,0.14286,0.28378,0.57143,0.21622,0.28571,0.5,ANA,6,0,24%,255,8,3,73%,7,3,1,0,0,0,1,0,10,0,3,3,4,7,33%,41,29,12,4,2,2,16,7,6,2
-9,Martinez,Tino,118362,martt002,martiti02,1168,L,29.0,57.0,27.0,58.0,2.0,0.0,9,2.0,3.0,2.0,0.0,0.0,8,2.0,5,12.0,1.0,1.0,5,18,5,12,3,10,1,0,0,2.0,2.0,5,18,8,21,5,12,4.0,14.0,0.14815,0.24138,0.24138,0.40351,0.22222,0.39655,0.0,0.11111,0.38462,0.45,0.38462,0.3,0.23077,0.25,0.27407,0.35517,0.1111,0.23275,0.61483,0.41208,0.5,0.14286,0.27778,0.35294,0.44444,0.15686,0.27778,0.4902,NYY,4,0,34%,234,2,1,67%,2,0,0,0,0,1,0,0,6,2,3,1,0,16,35%,30,21,9,5,4,1,23,12,10,1168
-10,Martin,Norberto,118348,martn001,martino01,1008185,R,23.0,47.0,23.0,47.0,0.0,0.0,6,3.0,0.0,2.0,0.0,0.0,1,0.0,3,5.0,0.0,0.0,5,8,7,28,6,6,1,4,2,1.0,3.0,5,9,11,34,5,9,5.0,6.0,0.21739,0.12766,0.21739,0.14894,0.30435,0.12766,0.0,0.0,0.27778,0.19048,0.38889,0.66667,0.33333,0.14286,0.28696,0.2,0.13044,0.1,0.5826,0.7,0.2,0.5,0.2381,0.17308,0.52381,0.21154,0.23809,0.61538,ANA,0,0,32%,84,3,1,75%,2,1,1,0,0,0,1,1,0,0,0,0,0,6,46%,16,10,6,4,2,2,6,2,4,1008185
-11,Disarcina,Gary,113387,disag001,disarga01,1003322,R,22.0,55.0,20.0,56.0,0.0,1.0,7,5.0,2.0,1.0,2.0,0.0,1,0.0,7,1.0,1.0,2.0,6,19,6,19,6,6,1,1,0,1.0,4.0,10,19,13,34,10,19,7.0,11.0,0.35,0.19643,0.40909,0.23636,0.55,0.30357,0.16667,0.0,0.33333,0.43182,0.33333,0.43182,0.33333,0.13636,0.4,0.30714,0.3,0.16071,0.3,0.53215,0.14286,0.36364,0.30303,0.26389,0.39394,0.18056,0.30303,0.55555,ANA,12,0,38%,236,11,7,61%,10,7,1,0,0,0,0,0,7,2,1,2,2,16,55%,30,17,12,14,4,10,18,5,12,1003322
-12,Lofton,Kenny,117863,loftk001,loftoke01,246,L,42.0,66.0,40.0,59.0,1.0,0.0,12,6.0,2.0,2.0,1.0,1.0,6,4.0,9,4.0,0.0,0.0,2,13,22,24,8,13,1,0,3,5.0,3.0,9,10,26,40,13,16,9.0,16.0,0.225,0.27119,0.30952,0.33333,0.325,0.38983,0.0,0.07692,0.0625,0.26,0.6875,0.48,0.25,0.26,0.3,0.31864,0.15,0.17796,0.55,0.5034,0.55556,0.1875,0.1875,0.15152,0.54167,0.39394,0.27083,0.45454,CLE,7,0,36%,291,54,10,84%,38,8,16,2,0,0,3,2,8,3,2,2,1,26,43%,41,28,13,9,6,3,22,6,15,246
-13,Vizquel,Omar,123744,vizqo001,vizquom01,411,S,34.0,60.0,32.0,53.0,0.0,0.0,10,9.0,4.0,0.0,0.0,0.0,7,2.0,9,1.0,0.0,1.0,4,7,14,20,9,8,0,3,4,4.0,7.0,15,11,23,26,15,18,9.0,14.0,0.28125,0.26415,0.35294,0.35,0.28125,0.33962,0.0,0.0,0.14815,0.2,0.51852,0.57143,0.33333,0.22857,0.2,0.27547,0.1,0.1132,0.7,0.61133,0.44444,0.5,0.28302,0.2,0.43396,0.41818,0.28302,0.38182,CLE,3,0,37%,269,37,12,76%,27,9,10,2,0,1,4,2,7,1,2,0,4,14,54%,39,20,19,16,6,9,21,6,13,411
-14,Justice,David,116798,justd001,justida01,923,L,37.0,61.0,39.0,55.0,3.0,1.0,9,2.0,4.0,4.0,0.0,0.0,6,3.0,7,6.0,0.0,0.0,7,22,13,13,5,8,1,1,0,2.0,4.0,7,13,21,30,11,12,7.0,16.0,0.17949,0.29091,0.27027,0.36066,0.35897,0.52727,0.14286,0.13636,0.28,0.51163,0.52,0.30233,0.2,0.18605,0.37948,0.43636,0.26922,0.35454,0.3513,0.2091,0.28571,0.25,0.17949,0.23636,0.53846,0.38182,0.28205,0.38182,CLE,5,0,35%,243,9,3,75%,9,3,0,0,0,0,0,0,10,0,4,5,1,15,46%,31,19,10,7,4,3,19,5,13,923
-15,Ramirez,Manny,120903,ramim002,ramirma02,210,R,36.0,65.0,35.0,63.0,2.0,4.0,6,6.0,4.0,1.0,0.0,0.0,4,1.0,15,7.0,1.0,1.0,11,14,9,17,6,11,1,3,0,3.0,3.0,11,14,17,30,11,14,11.0,12.0,0.31429,0.19048,0.36111,0.26154,0.68571,0.34921,0.36364,0.14286,0.42308,0.33333,0.34615,0.40476,0.23077,0.2619,0.57142,0.35873,0.32858,0.2381,0.1,0.40317,0.27273,0.25,0.28205,0.24138,0.4359,0.2931,0.28205,0.46552,CLE,6,0,31%,230,5,3,63%,5,1,0,0,0,2,0,0,6,0,6,0,0,17,36%,27,21,6,9,8,1,20,7,13,210
-16,Thome,Jim,123272,thomj002,thomeji01,409,L,30.0,61.0,28.0,57.0,2.0,1.0,8,5.0,5.0,2.0,0.0,0.0,9,4.0,15,8.0,0.0,0.0,4,12,8,12,6,12,1,2,0,3.0,3.0,6,10,13,29,5,15,8.0,15.0,0.28571,0.26316,0.4,0.39344,0.46429,0.45614,0.25,0.16667,0.22222,0.33333,0.44444,0.33333,0.33333,0.33333,0.37858,0.39298,0.26787,0.28947,0.35355,0.31755,0.375,0.2,0.25,0.18519,0.54167,0.24074,0.20833,0.57407,CLE,4,0,31%,238,1,0,100%,1,0,0,0,0,0,0,0,4,0,1,2,1,15,32%,28,20,7,12,10,2,13,5,8,409
-17,Fryman,Travis,114465,frymt001,frymatr01,385,R,33.0,68.0,30.0,65.0,1.0,1.0,2,3.0,3.0,2.0,1.0,0.0,6,4.0,22,5.0,0.0,0.0,7,18,10,11,6,8,0,2,0,0.0,1.0,14,20,13,22,14,20,6.0,7.0,0.2,0.10769,0.30303,0.19118,0.36667,0.23077,0.14286,0.05556,0.30435,0.48649,0.43478,0.2973,0.26087,0.21622,0.36667,0.32308,0.25,0.18462,0.38333,0.4923,0.0,0.14286,0.34146,0.32258,0.31707,0.20968,0.34147,0.46774,CLE,5,0,26%,184,10,8,56%,9,7,1,1,0,0,2,2,5,1,3,0,1,15,57%,25,12,13,11,5,6,15,3,10,385
-18,Dunston,Shawon,113645,dunss001,dunstsh01,1401,R,32.0,48.0,28.0,47.0,0.0,0.0,5,1.0,4.0,1.0,1.0,0.0,3,3.0,6,2.0,0.0,0.0,10,13,9,9,6,12,0,0,1,1.0,1.0,10,20,18,21,10,20,2.0,10.0,0.07143,0.21277,0.15625,0.27083,0.10714,0.34043,0.0,0.0,0.4,0.38235,0.36,0.26471,0.24,0.35294,0.23571,0.32766,0.1,0.19149,0.66429,0.48085,0.5,0.1,0.26316,0.32787,0.47368,0.29508,0.26316,0.37705,TOT,3,0,46%,69,9,4,69%,8,4,1,0,0,0,4,3,2,0,1,1,0,7,58%,11,8,3,5,1,4,10,2,8,1401
-19,Garciaparra,Nomar,114596,garcn001,garcino01,190,R,39.0,76.0,36.0,82.0,2.0,1.0,18,5.0,0.0,1.0,1.0,1.0,3,3.0,9,4.0,0.0,1.0,10,20,8,31,9,13,0,1,1,3.0,6.0,6,21,15,40,6,21,8.0,21.0,0.22222,0.2561,0.30769,0.31579,0.38889,0.35366,0.1,0.1,0.37037,0.3125,0.2963,0.48438,0.33333,0.20312,0.36667,0.29756,0.25001,0.14634,0.38332,0.5561,0.375,0.28571,0.22222,0.2561,0.55556,0.18293,0.22222,0.56097,BOS,7,0,38%,251,12,6,67%,12,6,0,0,0,0,0,0,3,1,2,0,0,17,52%,33,20,13,7,6,1,26,6,20,190
-20,Valentin,John,123608,valej002,valenjo02,1375,R,40.0,76.0,38.0,67.0,1.0,2.0,11,4.0,5.0,2.0,0.0,0.0,9,4.0,6,5.0,0.0,0.0,7,19,11,28,8,11,0,4,0,0.0,4.0,11,26,16,33,11,26,8.0,17.0,0.21053,0.25373,0.3,0.34211,0.42105,0.37313,0.28571,0.05263,0.26923,0.32759,0.42308,0.48276,0.30769,0.18966,0.41052,0.3194,0.31578,0.1791,0.2737,0.5015,0.0,0.23529,0.28947,0.30588,0.42105,0.18824,0.28948,0.50588,BOS,8,0,43%,257,4,5,44%,4,5,0,0,0,0,0,0,5,0,2,2,1,26,42%,43,28,14,17,10,7,29,13,16,1375
-21,Vaughn,Mo,123678,vaugm001,vaughmo01,899,L,48.0,66.0,45.0,61.0,4.0,2.0,11,9.0,6.0,1.0,0.0,0.0,3,3.0,13,16.0,2.0,2.0,6,15,12,16,9,12,1,0,0,3.0,2.0,16,15,12,27,4,11,12.0,21.0,0.26667,0.34426,0.35417,0.39394,0.42222,0.63934,0.33333,0.26667,0.22222,0.34884,0.44444,0.37209,0.33333,0.27907,0.35555,0.49508,0.23332,0.40492,0.41113,0.1,0.25,0.09524,0.5,0.28302,0.375,0.22642,0.125,0.49056,BOS,3,0,29%,259,0,0,0,0,0,0,0,0,0,0,0,4,1,2,1,0,11,25%,37,30,6,11,8,3,17,10,7,899
-22,Lewis,Darren,117731,lewid001,lewisda01,286,R,34.0,40.0,30.0,41.0,0.0,1.0,8,4.0,1.0,2.0,1.0,0.0,2,6.0,7,5.0,0.0,0.0,7,4,14,18,4,8,0,2,1,2.0,4.0,2,16,14,21,2,16,7.0,10.0,0.23333,0.2439,0.38235,0.3,0.4,0.31707,0.14286,0.0,0.28,0.13333,0.56,0.6,0.16,0.26667,0.36667,0.27317,0.25001,0.10976,0.38332,0.61707,0.28571,0.4,0.11111,0.30189,0.77778,0.26415,0.11111,0.43396,BOS,10,2,38%,288,29,12,71%,28,12,1,0,0,0,3,2,5,1,0,1,3,20,55%,31,19,12,15,9,5,27,3,23,286
-23,O'Leary,Troy,119975,oleat001,o'leatr01,789,L,40.0,54.0,37.0,56.0,3.0,2.0,5,5.0,3.0,1.0,0.0,1.0,3,5.0,7,4.0,0.0,0.0,12,13,11,19,8,11,1,3,0,0.0,2.0,11,14,16,25,6,13,9.0,11.0,0.24324,0.19643,0.35,0.25926,0.48649,0.41071,0.16667,0.23077,0.3871,0.30233,0.35484,0.44186,0.25806,0.25581,0.44325,0.41428,0.36487,0.32142,0.19188,0.2643,0.0,0.18182,0.33333,0.26923,0.48485,0.30769,0.18182,0.42308,BOS,9,0,39%,219,2,2,50%,2,1,0,0,0,1,0,0,8,1,2,2,3,13,36%,35,27,8,14,11,3,18,4,13,789
-24,McCracken,Quinton,118609,mccrq001,mccraqu01,1377,S,33.0,75.0,35.0,78.0,0.0,0.0,15,7.0,6.0,1.0,1.0,0.0,2,0.0,14,4.0,0.0,0.0,5,18,19,26,5,12,4,2,3,3.0,5.0,6,19,22,40,6,23,8.0,22.0,0.22857,0.28205,0.24242,0.32,0.25714,0.38462,0.0,0.0,0.17241,0.32143,0.65517,0.46429,0.17241,0.21429,0.22857,0.30257,0.1,0.15385,0.67143,0.54358,0.375,0.22727,0.17647,0.23171,0.64706,0.26829,0.17647,0.5,TBD,11,0,32%,259,19,10,66%,18,10,1,0,0,0,1,0,11,3,3,4,1,21,41%,41,27,12,11,5,5,16,5,11,1377
-25,Martinez,Dave,118363,martd002,martida01,1008160,L,26.0,59.0,25.0,55.0,1.0,0.0,11,6.0,2.0,1.0,0.0,0.0,8,2.0,6,6.0,0.0,1.0,2,16,8,16,4,8,1,1,0,2.0,3.0,6,9,13,32,6,14,7.0,14.0,0.28,0.25455,0.38462,0.37288,0.32,0.34545,0.0,0.0625,0.14286,0.4,0.57143,0.4,0.28571,0.2,0.24,0.2909,0.1,0.13635,0.66,0.57275,0.28571,0.21429,0.24,0.16364,0.52,0.23636,0.24,0.6,TBD,4,0,25%,141,8,7,53%,7,7,1,0,0,0,0,0,6,2,3,0,1,10,38%,17,11,6,2,1,1,5,2,2,1008160
-26,McGriff,Fred,118730,mcgrf001,mcgrifr01,293,L,48.0,60.0,41.0,64.0,2.0,3.0,9,8.0,4.0,3.0,0.0,0.0,5,5.0,17,7.0,0.0,1.0,6,17,18,11,9,9,1,2,0,5.0,2.0,12,10,24,27,10,11,14.0,15.0,0.34146,0.23438,0.41667,0.33333,0.63415,0.39062,0.5,0.11765,0.18182,0.45946,0.54545,0.2973,0.27273,0.24324,0.49269,0.35624,0.40731,0.23436,0.1,0.4094,0.35714,0.13333,0.26087,0.20833,0.52174,0.5,0.21739,0.29167,TBD,2,0,24%,255,7,2,78%,6,2,1,0,0,0,0,0,8,3,4,0,1,17,27%,27,22,5,19,15,4,24,13,10,293
-27,Sorrento,Paul,122541,sorrp001,sorrepa01,1012282,L,27.0,68.0,23.0,64.0,1.0,0.0,5,3.0,6.0,3.0,0.0,0.0,5,4.0,13,8.0,1.0,0.0,3,14,6,20,4,10,0,2,0,1.0,3.0,6,13,10,37,4,12,6.0,12.0,0.26087,0.1875,0.37037,0.26471,0.3913,0.32812,0.0,0.07143,0.23077,0.31818,0.46154,0.45455,0.30769,0.22727,0.33043,0.34062,0.19564,0.21093,0.47393,0.44845,0.16667,0.25,0.3,0.20968,0.5,0.16129,0.2,0.62903,TBD,4,0,17%,142,2,3,40%,2,3,0,0,0,0,1,0,6,1,2,0,3,5,25%,23,22,1,2,2,0,15,3,9,1012282
-28,Butler,Rich,111820,butlr002,butleri01,1001782,L,20.0,59.0,19.0,53.0,2.0,1.0,11,3.0,0.0,0.0,0.0,0.0,5,2.0,7,1.0,0.0,1.0,3,18,8,21,4,6,0,1,0,1.0,6.0,5,15,13,36,4,13,4.0,13.0,0.21053,0.24528,0.35,0.30508,0.36842,0.35849,0.33333,0.11111,0.2,0.4,0.53333,0.46667,0.26667,0.13333,0.35789,0.31321,0.23684,0.16981,0.40527,0.51698,0.25,0.46154,0.22727,0.23438,0.59091,0.20312,0.18182,0.5625,TBD,2,0,31%,66,4,2,67%,4,1,0,0,0,1,0,0,1,0,0,0,1,1,47%,14,8,6,3,1,2,2,1,1,1001782
-29,Stocker,Kevin,122811,stock001,stockke01,1012549,S,24.0,62.0,22.0,55.0,1.0,0.0,7,5.0,1.0,1.0,2.0,0.0,6,1.0,16,4.0,1.0,1.0,9,9,7,17,1,10,0,3,3,3.0,2.0,9,7,11,27,9,15,6.0,11.0,0.27273,0.2,0.33333,0.29032,0.31818,0.34545,0.0,0.11111,0.52941,0.25,0.41176,0.47222,0.05882,0.27778,0.24545,0.34545,0.1,0.21817,0.65455,0.43638,0.5,0.18182,0.31034,0.14286,0.37931,0.22449,0.31035,0.63265,TBD,1,0,31%,114,5,3,63%,5,3,0,0,0,0,0,0,4,0,1,2,1,4,53%,17,12,5,4,1,3,11,1,9,1012549
-30,Cairo,Miguel,111867,cairm001,cairomi01,1412,R,24.0,62.0,23.0,60.0,1.0,0.0,13,3.0,1.0,2.0,0.0,1.0,2,1.0,6,0.0,0.0,0.0,8,14,12,28,3,9,0,3,6,2.0,7.0,6,19,14,37,6,19,6.0,15.0,0.26087,0.25,0.29167,0.27419,0.43478,0.31667,0.0,0.07143,0.34783,0.27451,0.52174,0.54902,0.13043,0.17647,0.37391,0.26667,0.26087,0.10001,0.36522,0.63332,0.33333,0.46667,0.23077,0.25333,0.53846,0.18667,0.23077,0.56,TBD,6,0,27%,230,19,8,70%,18,8,1,0,0,0,0,0,3,0,1,1,1,19,45%,29,19,10,4,2,2,16,6,10,1412
-31,Smith,Bob,134360,smitr003,smithbo06,1493,R,23.0,52.0,22.0,47.0,1.0,2.0,8,3.0,1.0,2.0,0.0,0.0,8,2.0,14,2.0,1.0,0.0,9,10,8,16,2,3,0,0,0,2.0,5.0,9,5,9,24,9,5,7.0,10.0,0.31818,0.21277,0.3913,0.36538,0.68182,0.29787,0.22222,0.1,0.47368,0.34483,0.42105,0.55172,0.10526,0.10345,0.56364,0.2851,0.33636,0.12765,0.1,0.58725,0.28571,0.5,0.33333,0.14706,0.33333,0.26471,0.33334,0.58823,TBD,3,0,24%,169,5,3,63%,5,3,0,0,0,0,3,2,6,1,2,0,3,4,47%,18,10,8,6,1,5,8,4,2,1493
-32,Alomar,Roberto,110183,alomr001,alomaro01,860,S,40.0,68.0,37.0,65.0,0.0,2.0,8,10.0,2.0,2.0,0.0,0.0,9,4.0,6,5.0,0.0,0.0,6,16,13,26,12,7,1,3,1,4.0,3.0,12,16,22,35,12,16,14.0,10.0,0.37838,0.15385,0.45,0.27941,0.59459,0.18462,0.33333,0.0,0.19355,0.32653,0.41935,0.53061,0.3871,0.14286,0.41621,0.23077,0.32431,0.1,0.25948,0.66923,0.28571,0.3,0.26087,0.23881,0.47826,0.32836,0.26087,0.43283,BAL,6,0,34%,246,18,5,78%,14,4,4,1,0,0,3,2,10,2,5,2,1,21,48%,30,16,14,8,6,2,22,9,13,860
-33,Surhoff,B.J.,122989,surhb001,surhob.01,117,L,34.0,62.0,33.0,56.0,1.0,0.0,9,4.0,4.0,3.0,0.0,0.0,5,3.0,11,4.0,0.0,0.0,11,20,10,13,4,11,1,3,1,2.0,3.0,10,18,16,28,6,10,7.0,14.0,0.21212,0.25,0.29412,0.30645,0.30303,0.375,0.0,0.05,0.44,0.45455,0.4,0.29545,0.16,0.25,0.29091,0.325,0.13637,0.1875,0.57272,0.4875,0.28571,0.21429,0.3125,0.32143,0.5,0.28571,0.1875,0.39286,BAL,5,0,30%,230,9,7,56%,9,7,0,0,0,0,1,1,8,2,3,1,2,13,47%,29,20,9,10,3,7,18,7,11,117
-34,Carter,Joe,112064,cartj001,cartejo01,1002018,R,37.0,45.0,39.0,44.0,0.0,2.0,7,5.0,1.0,3.0,0.0,0.0,3,1.0,7,8.0,1.0,1.0,9,8,7,11,4,11,0,2,0,2.0,0.0,14,18,15,14,14,18,10.0,8.0,0.25641,0.18182,0.32432,0.26667,0.48718,0.20455,0.22222,0.0,0.45,0.26667,0.35,0.36667,0.2,0.36667,0.43077,0.22273,0.34615,0.1,0.22308,0.67727,0.2,0.0,0.32558,0.36,0.34884,0.3,0.32558,0.34,TOT,1,0,30%,131,4,1,80%,3,1,1,0,0,0,1,1,4,0,1,1,2,1,42%,14,9,4,6,4,2,13,4,8,1002018
-35,Palmeiro,Rafael,120191,palmr001,palmera01,1266,L,45.0,60.0,40.0,55.0,1.0,1.0,7,5.0,4.0,1.0,0.0,0.0,10,9.0,7,4.0,0.0,0.0,11,12,12,15,7,12,1,0,0,2.0,1.0,10,16,17,27,11,7,7.0,12.0,0.175,0.21818,0.35556,0.36667,0.275,0.34545,0.09091,0.08333,0.36667,0.30769,0.4,0.38462,0.23333,0.30769,0.3,0.32727,0.15,0.1909,0.55,0.48183,0.28571,0.08333,0.26316,0.32,0.44737,0.34,0.28947,0.34,BAL,3,0,24%,252,11,7,61%,9,7,2,0,0,0,1,1,6,0,3,1,2,14,34%,46,38,8,6,5,1,28,6,18,1266
-36,Ripken,Cal,121222,ripkc001,ripkeca01,1010978,R,35.0,68.0,38.0,62.0,1.0,0.0,12,7.0,0.0,2.0,0.0,0.0,8,0.0,10,6.0,1.0,0.0,11,11,10,23,8,8,1,1,0,0.0,4.0,14,17,14,34,14,17,9.0,13.0,0.23684,0.20968,0.25714,0.32353,0.28947,0.25806,0.0,0.09091,0.37931,0.2619,0.34483,0.54762,0.27586,0.19048,0.25263,0.24838,0.1,0.1,0.64737,0.65162,0.0,0.30769,0.33333,0.25,0.33333,0.20588,0.33334,0.54412,BAL,4,0,25%,253,0,2,0%,0,2,0,0,0,0,0,0,5,3,2,0,0,10,35%,28,21,7,12,7,5,17,9,8,1010978
-37,Bordick,Mike,111234,bordm001,bordimi01,129,R,30.0,46.0,27.0,41.0,1.0,1.0,5,1.0,4.0,1.0,0.0,0.0,4,1.0,9,2.0,1.0,0.0,10,9,13,9,3,10,0,0,5,1.0,2.0,12,11,13,17,12,11,3.0,10.0,0.11111,0.2439,0.13333,0.32609,0.25926,0.41463,0.1,0.11111,0.38462,0.32143,0.5,0.32143,0.11538,0.35714,0.34815,0.37073,0.22223,0.25609,0.42962,0.37318,0.33333,0.2,0.32432,0.28205,0.35135,0.33333,0.32433,0.38462,BAL,7,0,29%,187,6,7,46%,5,6,1,1,0,0,2,2,4,2,1,0,1,8,33%,27,20,7,6,4,2,12,5,6,129
-38,Lansing,Mike,117491,lansm001,lansimi01,1007334,R,28.0,85.0,25.0,88.0,0.0,1.0,15,8.0,6.0,0.0,0.0,0.0,2,2.0,10,6.0,0.0,0.0,3,9,10,41,5,12,0,1,4,4.0,10.0,7,32,18,47,7,32,9.0,21.0,0.36,0.23864,0.39286,0.27059,0.48,0.30682,0.33333,0.0,0.16667,0.14516,0.55556,0.66129,0.27778,0.19355,0.32,0.26818,0.18,0.10227,0.5,0.62955,0.44444,0.47619,0.21875,0.28829,0.5625,0.16216,0.21875,0.54955,COL,4,0,31%,242,10,3,77%,6,3,4,0,0,0,0,0,6,1,2,2,1,10,41%,29,21,7,13,6,6,16,5,11,1007334
-39,Burks,Ellis,111736,burke001,burksel01,372,R,26.0,77.0,24.0,73.0,4.0,3.0,9,2.0,3.0,1.0,0.0,0.0,6,3.0,17,3.0,0.0,0.0,6,10,7,29,3,10,1,4,1,1.0,6.0,9,20,10,41,9,20,6.0,16.0,0.25,0.21918,0.34615,0.28571,0.66667,0.42466,0.5,0.4,0.375,0.20408,0.4375,0.59184,0.1875,0.20408,0.61667,0.40548,0.28333,0.30822,0.1,0.2863,0.16667,0.375,0.32143,0.24691,0.35714,0.12346,0.32143,0.62963,TOT,7,0,29%,214,11,8,58%,10,7,1,0,0,1,2,2,5,0,2,1,2,8,48%,35,17,18,16,10,6,12,5,6,372
-40,Walker,Larry,123833,walkl001,walkela01,455,L,27.0,79.0,22.0,69.0,1.0,0.0,18,2.0,5.0,5.0,0.0,0.0,11,5.0,8,0.0,1.0,0.0,2,10,15,26,3,13,2,2,0,3.0,7.0,5,19,17,41,6,15,7.0,24.0,0.31818,0.34783,0.44444,0.4557,0.54545,0.46377,0.0,0.1,0.1,0.20408,0.75,0.53061,0.15,0.26531,0.42727,0.31594,0.3409,0.17391,0.23183,0.51015,0.42857,0.29167,0.17857,0.25333,0.60714,0.22667,0.21429,0.52,COL,5,0,43%,239,14,4,78%,8,4,6,0,0,0,1,1,3,0,2,1,0,15,55%,45,22,22,9,4,5,21,7,14,455
-41,Bichette,Dante,110974,bichd001,bicheda01,1000946,R,33.0,82.0,34.0,87.0,0.0,0.0,20,11.0,8.0,2.0,0.0,0.0,1,0.0,9,1.0,0.0,0.0,12,15,11,31,7,19,2,4,0,6.0,12.0,8,28,23,55,8,28,13.0,28.0,0.38235,0.32184,0.39394,0.35366,0.44118,0.41379,0.0,0.0,0.4,0.23077,0.36667,0.47692,0.23333,0.29231,0.25883,0.29195,0.1,0.13792,0.64117,0.57013,0.46154,0.42857,0.20513,0.25225,0.58974,0.20721,0.20513,0.54054,COL,5,0,33%,265,14,4,78%,14,3,0,1,0,0,5,2,10,4,3,0,3,21,37%,36,27,9,7,3,4,30,13,14,1000946
-42,White,Devon,124164,whitd001,whitede03,1013862,S,26.0,88.0,24.0,80.0,2.0,0.0,12,9.0,4.0,1.0,0.0,1.0,5,2.0,22,1.0,3.0,0.0,6,14,11,32,5,10,0,3,3,4.0,5.0,8,18,14,43,8,17,11.0,18.0,0.45833,0.225,0.5,0.29545,0.58333,0.35,0.0,0.14286,0.27273,0.25,0.5,0.57143,0.22727,0.17857,0.325,0.325,0.1875,0.1875,0.4875,0.4875,0.36364,0.27778,0.26667,0.23077,0.46667,0.17949,0.26666,0.58974,ARI,3,0,33%,240,22,8,73%,20,6,2,2,0,0,2,1,5,1,3,0,1,8,51%,33,22,11,4,1,3,20,4,15,1013862
-43,Bell,Jay,110826,bellj001,bellja01,48,R,22.0,87.0,21.0,86.0,3.0,1.0,12,4.0,1.0,0.0,2.0,0.0,4,1.0,19,7.0,1.0,0.0,6,27,2,22,5,11,0,1,0,0.0,5.0,5,29,9,39,5,29,5.0,18.0,0.2381,0.2093,0.27273,0.26437,0.38095,0.37209,0.16667,0.11111,0.46154,0.45,0.15385,0.36667,0.38462,0.18333,0.34285,0.36279,0.21427,0.24418,0.44288,0.39303,0.0,0.27778,0.26316,0.29897,0.47368,0.09278,0.26316,0.60825,ARI,10,0,29%,247,3,5,38%,3,5,0,0,0,0,0,0,7,0,1,1,5,15,41%,37,22,15,5,4,1,14,5,7,48
-44,Lee,Travis,134162,lee-t002,leetr01,958,L,23.0,86.0,26.0,76.0,3.0,2.0,13,3.0,2.0,1.0,0.0,0.0,11,1.0,21,4.0,0.0,0.0,2,13,9,31,4,9,1,3,0,2.0,9.0,5,17,13,39,3,9,6.0,18.0,0.23077,0.23684,0.30435,0.33721,0.5,0.38158,1.0,0.23077,0.13333,0.24528,0.6,0.58491,0.26667,0.16981,0.46923,0.34474,0.40384,0.21711,0.12693,0.43815,0.33333,0.5,0.2381,0.26154,0.61905,0.2,0.14285,0.53846,ARI,4,0,25%,247,8,1,89%,8,0,0,1,0,0,0,0,5,1,3,0,1,14,47%,36,22,14,12,7,5,12,3,9,958
-45,Williams,Matt,124326,willm003,willima04,77,R,22.0,83.0,21.0,79.0,4.0,1.0,9,6.0,5.0,1.0,0.0,0.0,5,2.0,15,1.0,1.0,0.0,5,14,10,28,3,15,2,2,0,4.0,4.0,9,22,12,45,9,22,8.0,18.0,0.38095,0.22785,0.45455,0.28916,0.57143,0.44304,0.2,0.28571,0.27778,0.24561,0.55556,0.49123,0.16667,0.26316,0.39048,0.41519,0.28572,0.32278,0.3238,0.26203,0.5,0.22222,0.3,0.24719,0.4,0.13483,0.3,0.61798,ARI,6,0,32%,177,5,1,83%,5,1,0,0,0,0,0,0,4,0,2,1,1,10,54%,21,13,7,7,2,4,20,4,15,77
-46,Castilla,Vinny,112106,castv001,castivi02,84,R,30.0,81.0,30.0,82.0,7.0,1.0,12,3.0,1.0,1.0,0.0,0.0,4,1.0,6,3.0,1.0,0.0,8,16,9,36,6,8,2,2,0,1.0,6.0,12,35,12,42,12,35,5.0,20.0,0.16667,0.2439,0.2,0.30864,0.3,0.5122,0.125,0.4375,0.34783,0.26667,0.3913,0.6,0.26087,0.13333,0.33333,0.4683,0.19999,0.40245,0.46668,0.12925,0.2,0.3,0.33333,0.3125,0.33333,0.10714,0.33334,0.58036,COL,17,0,30%,254,5,9,36%,5,8,0,0,0,1,0,0,10,2,5,2,1,12,36%,38,29,8,16,5,10,13,5,6,84
-47,Perez,Neifi,120413,peren001,perezne01,620,S,33.0,73.0,31.0,74.0,0.0,0.0,13,2.0,4.0,1.0,2.0,0.0,3,2.0,8,4.0,0.0,0.0,9,8,5,19,2,16,2,2,3,1.0,6.0,10,33,17,39,10,17,3.0,19.0,0.09677,0.25676,0.15152,0.30137,0.12903,0.36486,0.0,0.0,0.5625,0.18605,0.3125,0.44186,0.125,0.37209,0.23226,0.3081,0.1,0.16215,0.66774,0.52975,0.33333,0.31579,0.27027,0.37079,0.45946,0.19101,0.27027,0.4382,COL,5,0,34%,253,5,6,45%,5,6,0,0,0,0,2,1,7,3,1,3,0,17,59%,38,20,17,8,4,4,18,1,17,620
-48,Hamilton,Darryl,115378,hamid001,hamilda02,1005272,L,24.0,57.0,26.0,48.0,0.0,0.0,11,4.0,0.0,1.0,0.0,0.0,9,0.0,9,5.0,0.0,1.0,0,8,11,20,3,10,0,1,1,3.0,6.0,1,9,12,30,10,9,5.0,11.0,0.19231,0.22917,0.25,0.35088,0.23077,0.22917,0.0,0.0,0.0,0.21053,0.78571,0.52632,0.21429,0.26316,0.23846,0.2,0.1,0.1,0.66154,0.7,0.6,0.54545,0.04348,0.1875,0.52174,0.25,0.43478,0.5625,TOT,12,0,35%,338,13,9,59%,11,7,2,2,0,0,4,2,8,2,3,1,2,23,40%,48,37,11,10,4,6,29,8,18,1005272
-49,Mueller,Bill,119482,muelb001,muellbi02,295,S,32.0,72.0,28.0,66.0,2.0,0.0,12,8.0,4.0,2.0,0.0,0.0,7,4.0,10,5.0,0.0,0.0,3,13,12,23,8,16,1,2,1,4.0,6.0,10,16,19,33,10,13,10.0,18.0,0.35714,0.27273,0.4375,0.34722,0.42857,0.42424,0.0,0.15385,0.13043,0.25,0.52174,0.44231,0.34783,0.30769,0.27143,0.35151,0.10714,0.22727,0.62143,0.42122,0.4,0.33333,0.25641,0.25806,0.48718,0.30645,0.25641,0.43549,SFG,3,0,37%,275,3,3,50%,3,3,0,0,0,0,0,0,4,2,1,1,0,25,39%,31,20,11,12,10,2,19,7,11,295
-50,Bonds,Barry,111188,bondb001,bondsba01,1109,L,44.0,75.0,39.0,64.0,2.0,2.0,4,4.0,7.0,2.0,0.0,0.0,8,7.0,12,6.0,0.0,0.0,7,16,11,20,10,8,2,3,0,0.0,4.0,9,15,21,35,5,12,8.0,13.0,0.20513,0.20312,0.34091,0.28,0.41026,0.40625,0.28571,0.125,0.25,0.36364,0.39286,0.45455,0.35714,0.18182,0.40513,0.40313,0.30769,0.30469,0.28718,0.29218,0.0,0.30769,0.25714,0.24194,0.6,0.33871,0.14286,0.41935,SFG,3,0,31%,233,28,12,70%,25,11,3,1,0,0,4,3,8,2,2,3,1,18,43%,38,28,8,12,7,5,27,6,20,1109
-51,Kent,Jeff,116999,kentj001,kentje01,1119,R,29.0,75.0,30.0,77.0,1.0,0.0,10,1.0,4.0,2.0,0.0,1.0,2,2.0,20,10.0,1.0,0.0,6,14,7,18,4,12,1,2,0,0.0,3.0,8,19,9,31,8,19,4.0,15.0,0.13333,0.19481,0.2069,0.24,0.26667,0.28571,0.0,0.07143,0.35294,0.31818,0.41176,0.40909,0.23529,0.27273,0.33334,0.2909,0.20001,0.13635,0.46665,0.57275,0.0,0.2,0.32,0.27536,0.36,0.13043,0.32,0.59421,SFG,6,0,35%,187,9,4,69%,9,3,0,1,0,0,1,1,9,0,3,3,3,20,63%,28,10,16,6,0,6,22,8,13,1119
-52,Snow,J.T.,122497,snowj001,snowj.01,1133,L,27.0,70.0,26.0,64.0,1.0,0.0,5,2.0,3.0,1.0,0.0,0.0,10,1.0,10,8.0,0.0,0.0,6,17,3,14,6,12,0,3,0,1.0,0.0,5,17,8,29,9,15,3.0,9.0,0.11538,0.14062,0.14815,0.27143,0.15385,0.23438,0.0,0.05882,0.4,0.39535,0.2,0.32558,0.4,0.27907,0.23847,0.29376,0.1,0.14064,0.66153,0.5656,0.33333,0.0,0.22727,0.27869,0.36364,0.13115,0.40909,0.59016,SFG,3,0,33%,183,1,2,33%,1,1,0,1,0,0,0,0,7,1,4,1,1,15,40%,34,24,10,7,3,4,16,6,9,1133
-53,Javier,Stan,116506,javis001,javiest01,1006372,S,28.0,73.0,26.0,64.0,1.0,0.0,10,5.0,2.0,1.0,1.0,0.0,10,3.0,9,4.0,0.0,0.0,5,14,14,29,2,10,1,3,1,3.0,4.0,8,15,15,42,8,15,6.0,14.0,0.23077,0.21875,0.32143,0.32877,0.26923,0.32812,0.0,0.07143,0.2381,0.26415,0.66667,0.54717,0.09524,0.18868,0.23846,0.30937,0.1,0.16406,0.66154,0.52657,0.5,0.28571,0.25806,0.20833,0.48387,0.20833,0.25807,0.58334,SFG,3,0,32%,214,21,5,81%,20,5,1,0,0,0,1,1,4,1,1,1,1,18,46%,36,23,12,6,4,2,15,3,12,1006372
-54,Johnson,Brian,116566,johnb002,johnsbr01,1006432,R,25.0,54.0,22.0,54.0,0.0,1.0,11,1.0,1.0,0.0,0.0,0.0,1,4.0,7,8.0,1.0,0.0,3,9,7,23,1,8,0,1,0,1.0,6.0,4,17,10,30,4,17,2.0,12.0,0.09091,0.22222,0.24,0.25926,0.22727,0.24074,0.33333,0.0,0.27273,0.225,0.63636,0.575,0.09091,0.2,0.33636,0.21852,0.20454,0.1,0.4591,0.68148,0.5,0.5,0.22222,0.26562,0.55556,0.15625,0.22222,0.57813,SFG,6,0,23%,137,0,2,0%,0,2,0,0,0,0,0,0,5,1,1,2,1,2,18%,26,22,3,4,4,0,10,6,4,1006432
-55,Aurilia,Rich,110383,aurir001,aurilri01,1106,R,20.0,46.0,17.0,43.0,0.0,0.0,10,2.0,3.0,3.0,0.0,0.0,4,3.0,7,0.0,1.0,0.0,3,9,5,12,6,10,0,2,0,1.0,4.0,8,15,12,22,8,15,5.0,13.0,0.29412,0.30233,0.4,0.3913,0.47059,0.37209,0.0,0.0,0.21429,0.29032,0.35714,0.3871,0.42857,0.32258,0.37647,0.26976,0.26471,0.10464,0.35882,0.6256,0.2,0.30769,0.28571,0.28846,0.42857,0.23077,0.28572,0.48077,SFG,3,0,34%,152,3,3,50%,3,1,0,1,0,1,0,0,5,1,1,3,0,11,44%,17,13,4,4,3,1,13,2,10,1106
-56,Floyd,Cliff,114260,floyc001,floydcl01,518,L,22.0,91.0,19.0,76.0,7.0,0.0,7,5.0,1.0,1.0,0.0,0.0,15,3.0,23,3.0,1.0,0.0,5,21,7,15,3,9,1,2,0,3.0,3.0,7,18,11,31,3,12,6.0,15.0,0.31579,0.19737,0.40909,0.34066,0.36842,0.48684,0.0,0.33333,0.33333,0.46667,0.46667,0.33333,0.2,0.2,0.25263,0.48947,0.1,0.41053,0.64737,0.1,0.5,0.2,0.33333,0.29508,0.52381,0.18033,0.14286,0.52459,FLA,6,0,33%,205,27,14,66%,26,10,1,3,0,1,1,1,5,1,0,0,4,12,47%,21,15,6,10,4,4,26,6,17,518
-57,Jones,Chipper,116706,jonec004,jonesch06,97,S,23.0,88.0,22.0,86.0,8.0,0.0,16,5.0,4.0,1.0,1.0,0.0,9,3.0,12,4.0,0.0,0.0,3,20,7,32,6,14,1,1,0,3.0,7.0,8,24,10,40,8,21,6.0,29.0,0.27273,0.33721,0.3913,0.43182,0.31818,0.68605,0.0,0.4,0.1875,0.30303,0.4375,0.48485,0.375,0.21212,0.24545,0.54884,0.1,0.35116,0.65455,0.1,0.5,0.24138,0.30769,0.28235,0.38462,0.11765,0.30769,0.6,ATL,8,0,36%,328,16,6,73%,15,6,1,0,0,0,0,0,6,1,2,1,2,16,44%,42,31,10,12,4,7,21,4,16,97
-58,Vina,Fernando,123726,vinaf001,vinafe01,1189,L,37.0,78.0,36.0,72.0,3.0,0.0,13,9.0,3.0,1.0,1.0,1.0,7,3.0,6,2.0,0.0,2.0,5,16,13,27,10,18,1,1,9,3.0,6.0,12,19,21,38,10,19,11.0,20.0,0.30556,0.27778,0.43243,0.34615,0.38889,0.47222,0.0,0.1875,0.17857,0.2623,0.46429,0.44262,0.35714,0.29508,0.28333,0.39444,0.125,0.29166,0.59167,0.3139,0.27273,0.3,0.27907,0.25,0.48837,0.27632,0.23256,0.47368,MIL,9,0,35%,317,22,16,58%,17,14,5,2,0,0,8,4,14,3,6,4,1,21,45%,42,31,11,9,3,5,32,9,21,1189
-59,Cirillo,Jeff,112297,cirij001,cirilje01,1073,R,37.0,72.0,30.0,64.0,2.0,0.0,13,3.0,4.0,2.0,0.0,0.0,10,8.0,7,6.0,0.0,0.0,3,12,12,21,6,19,3,2,2,1.0,4.0,13,18,17,36,13,18,5.0,19.0,0.16667,0.29688,0.35135,0.40278,0.23333,0.45312,0.0,0.16667,0.14286,0.23077,0.57143,0.40385,0.28571,0.36538,0.26666,0.35624,0.1,0.23436,0.63334,0.4094,0.2,0.21053,0.30233,0.25,0.39535,0.23611,0.30232,0.51389,MIL,5,0,32%,323,10,4,71%,9,4,0,0,1,0,1,0,8,3,1,3,1,17,50%,52,30,21,12,4,8,18,5,12,1073
-60,Jaha,John,116468,jahaj001,jahajo01,1006336,R,20.0,41.0,18.0,32.0,0.0,1.0,5,2.0,1.0,1.0,0.0,0.0,8,3.0,13,4.0,3.0,0.0,2,6,4,9,6,3,0,1,0,0.0,4.0,6,2,7,13,6,2,4.0,6.0,0.22222,0.1875,0.35,0.41463,0.44444,0.21875,0.5,0.0,0.16667,0.33333,0.33333,0.5,0.5,0.16667,0.42222,0.23125,0.33333,0.1,0.24445,0.66875,0.0,0.66667,0.31579,0.11765,0.36842,0.41176,0.31579,0.47059,MIL,3,0,24%,84,1,3,25%,1,2,0,1,0,0,0,0,0,0,0,0,0,5,43%,12,7,5,4,3,1,5,2,3,1006336
-61,Burnitz,Jeromy,111742,burnj001,burnije01,867,L,40.0,66.0,38.0,58.0,3.0,1.0,9,5.0,4.0,2.0,0.0,0.0,9,2.0,17,13.0,0.0,0.0,8,11,9,11,7,8,0,1,0,1.0,3.0,7,18,17,24,7,4,8.0,16.0,0.21053,0.27586,0.25,0.37879,0.34211,0.5,0.125,0.27273,0.33333,0.36667,0.375,0.36667,0.29167,0.26667,0.33158,0.42414,0.19737,0.33621,0.47105,0.23965,0.125,0.1875,0.22581,0.3913,0.54839,0.36957,0.2258,0.23913,MIL,3,0,28%,182,7,4,64%,6,4,1,0,0,0,1,0,5,1,1,2,1,9,41%,30,20,8,12,7,4,14,3,11,867
-62,Grissom,Marquis,115174,grism001,grissma02,652,R,31.0,67.0,32.0,74.0,3.0,0.0,8,3.0,3.0,2.0,0.0,0.0,1,1.0,16,2.0,0.0,0.0,8,15,12,23,6,9,0,2,0,2.0,3.0,8,17,21,34,8,17,5.0,14.0,0.15625,0.18919,0.19355,0.22388,0.21875,0.35135,0.0,0.2,0.30769,0.31915,0.46154,0.48936,0.23077,0.19149,0.2625,0.36216,0.1,0.24324,0.6375,0.3946,0.4,0.21429,0.21622,0.25,0.56757,0.30882,0.21621,0.44118,MIL,6,0,29%,198,13,8,62%,12,7,1,1,0,0,2,2,3,0,1,2,0,15,43%,36,24,12,6,2,4,14,5,8,652
-63,Valentin,Jose,123610,valej003,valenjo03,256,S,27.0,66.0,25.0,55.0,3.0,0.0,2,6.0,1.0,0.0,0.0,0.0,13,4.0,14,6.0,0.0,0.0,5,16,5,12,6,3,0,0,1,0.0,1.0,10,16,11,25,10,6,6.0,6.0,0.24,0.10909,0.37037,0.28788,0.24,0.29091,0.0,0.1875,0.3125,0.51613,0.3125,0.3871,0.375,0.09677,0.2,0.38182,0.1,0.27273,0.7,0.34545,0.0,0.16667,0.32258,0.34043,0.35484,0.23404,0.32258,0.42553,MIL,7,0,33%,153,10,7,59%,7,5,3,1,0,1,1,1,4,2,2,0,0,18,50%,27,16,11,2,1,1,15,5,10,256
-64,Matheny,Mike,118414,mathm001,mathemi01,1169,R,23.0,47.0,22.0,42.0,1.0,1.0,4,7.0,5.0,0.0,0.0,0.0,3,1.0,6,3.0,2.0,0.0,3,6,3,15,9,10,0,1,1,0.0,1.0,6,19,14,23,6,19,8.0,10.0,0.36364,0.2381,0.3913,0.31915,0.5,0.42857,0.33333,0.16667,0.2,0.19355,0.2,0.48387,0.6,0.32258,0.33636,0.39047,0.20454,0.2857,0.4591,0.32383,0.0,0.1,0.23077,0.31148,0.53846,0.22951,0.23077,0.45901,MIL,1,0,21%,111,1,0,100%,1,0,0,0,0,0,0,0,1,0,1,0,0,3,29%,7,6,1,3,3,0,14,8,6,1169
-65,Glanville,Doug,114844,gland001,glanvdo01,956,R,24.0,87.0,23.0,89.0,2.0,1.0,17,4.0,2.0,1.0,1.0,0.0,2,2.0,9,1.0,0.0,0.0,4,19,13,39,3,15,0,1,1,2.0,10.0,10,17,16,60,10,17,6.0,22.0,0.26087,0.24719,0.33333,0.27586,0.43478,0.35955,0.25,0.10526,0.2,0.26027,0.65,0.53425,0.15,0.20548,0.37391,0.31236,0.26087,0.16854,0.36522,0.5191,0.33333,0.45455,0.27778,0.18085,0.44444,0.17021,0.27778,0.64894,PHI,11,0,43%,318,23,6,79%,21,5,2,1,0,0,2,1,7,1,3,2,1,28,43%,47,33,12,13,8,5,29,7,21,956
-66,Jefferies,Gregg,116513,jeffg001,jeffegr01,1006379,S,24.0,73.0,24.0,68.0,0.0,0.0,15,3.0,2.0,1.0,0.0,0.0,5,1.0,2,2.0,0.0,1.0,4,9,8,34,6,13,1,1,0,2.0,8.0,7,15,14,45,7,20,4.0,17.0,0.16667,0.25,0.25,0.30137,0.20833,0.27941,0.0,0.0,0.22222,0.16071,0.44444,0.60714,0.33333,0.23214,0.24166,0.22941,0.1,0.1,0.65834,0.67059,0.5,0.47059,0.25,0.1875,0.5,0.175,0.25,0.6375,TOT,11,0,34%,231,12,3,80%,12,3,0,0,0,0,1,0,8,0,6,0,2,14,43%,26,15,11,9,5,4,23,12,10,1006379
-67,Rolen,Scott,121409,roles001,rolensc01,970,R,20.0,83.0,19.0,79.0,1.0,1.0,11,1.0,4.0,2.0,0.0,0.0,10,3.0,21,3.0,0.0,0.0,5,9,7,15,0,18,1,2,0,1.0,3.0,4,15,8,38,4,15,4.0,16.0,0.21053,0.20253,0.35,0.31325,0.47368,0.29114,0.2,0.11111,0.41667,0.21429,0.58333,0.35714,0.0,0.42857,0.46315,0.28861,0.39472,0.13292,0.14213,0.57847,0.25,0.1875,0.25,0.22059,0.5,0.11765,0.25,0.66176,PHI,4,0,36%,256,14,7,67%,12,6,2,1,0,0,1,1,15,3,4,5,3,20,65%,48,23,21,11,1,10,29,3,26,970
-68,Lieberthal,Mike,117759,liebm001,liebemi01,959,R,20.0,67.0,17.0,68.0,2.0,0.0,8,2.0,1.0,1.0,1.0,0.0,2,1.0,9,3.0,1.0,1.0,6,12,3,18,4,17,0,1,0,0.0,3.0,4,21,8,36,4,21,3.0,12.0,0.17647,0.17647,0.25,0.22388,0.23529,0.30882,0.0,0.16667,0.46154,0.25532,0.23077,0.38298,0.30769,0.3617,0.25882,0.33235,0.1,0.19853,0.64118,0.46912,0.0,0.25,0.25,0.26923,0.5,0.10256,0.25,0.62821,PHI,3,0,32%,124,2,1,67%,2,1,0,0,0,0,0,0,2,0,0,1,1,3,43%,14,10,4,4,1,3,10,4,5,959
-69,Brogna,Rico,111502,brogr001,brognri01,1001464,L,23.0,74.0,23.0,72.0,4.0,0.0,7,3.0,3.0,2.0,0.0,0.0,2,2.0,17,6.0,0.0,0.0,4,11,8,25,3,13,0,1,0,2.0,4.0,3,20,9,39,3,14,5.0,14.0,0.21739,0.19444,0.30435,0.21622,0.30435,0.40278,0.0,0.36364,0.26667,0.22449,0.53333,0.5102,0.2,0.26531,0.28696,0.40834,0.13044,0.31251,0.5826,0.27915,0.4,0.28571,0.2,0.27397,0.6,0.12329,0.2,0.60274,PHI,3,0,32%,218,7,7,50%,6,7,1,0,0,0,2,2,8,0,5,1,2,17,38%,27,18,8,9,5,4,20,9,9,1001464
-70,Abreu,Bobby,110029,abreb001,abreubo01,945,L,24.0,65.0,22.0,60.0,0.0,0.0,14,3.0,5.0,0.0,1.0,0.0,5,1.0,15,6.0,0.0,0.0,3,6,10,21,3,16,0,1,2,1.0,6.0,1,12,13,24,6,15,3.0,20.0,0.13636,0.33333,0.16667,0.38462,0.13636,0.45,0.0,0.0,0.1875,0.13953,0.625,0.48837,0.1875,0.37209,0.2,0.31667,0.1,0.175,0.7,0.50833,0.33333,0.3,0.05,0.23529,0.65,0.2549,0.3,0.50981,PHI,2,0,23%,223,19,10,66%,15,9,4,1,0,0,3,1,3,0,1,0,2,18,42%,37,26,11,9,4,4,14,3,10,945
-71,Relaford,Desi,121058,relad001,relafde01,1096,S,22.0,46.0,22.0,44.0,2.0,0.0,6,6.0,2.0,1.0,0.0,0.0,4,0.0,6,4.0,0.0,0.0,3,9,8,18,5,10,0,1,1,2.0,1.0,7,12,12,26,7,10,7.0,10.0,0.31818,0.22727,0.31818,0.30435,0.36364,0.40909,0.0,0.22222,0.1875,0.24324,0.5,0.48649,0.3125,0.27027,0.24546,0.38182,0.1,0.27273,0.65454,0.34545,0.28571,0.1,0.26923,0.25,0.46154,0.25,0.26923,0.5,PHI,7,0,26%,201,9,5,64%,8,5,1,0,0,0,1,0,5,3,2,0,0,17,33%,14,10,3,2,1,1,11,6,5,1096
-72,Womack,Tony,124523,womat001,womacto01,78,L,25.0,93.0,24.0,91.0,0.0,0.0,17,3.0,0.0,0.0,1.0,0.0,4,3.0,12,5.0,0.0,0.0,4,21,12,43,2,10,0,1,5,1.0,9.0,3,15,11,61,8,26,3.0,18.0,0.125,0.1978,0.24,0.23656,0.125,0.21978,0.0,0.0,0.22222,0.28378,0.66667,0.58108,0.11111,0.13514,0.2,0.22198,0.1,0.1,0.7,0.67802,0.33333,0.5,0.13636,0.14706,0.5,0.10784,0.36364,0.7451,PIT,7,0,37%,258,58,8,88%,49,6,9,2,0,0,1,0,6,0,1,2,3,29,43%,30,22,8,7,5,2,28,8,18,78
-73,Kendall,Jason,116974,kendj001,kendaja01,993,R,20.0,77.0,20.0,74.0,1.0,1.0,17,3.0,2.0,2.0,2.0,0.0,2,2.0,6,0.0,7.0,0.0,7,17,7,24,3,17,0,2,0,1.0,8.0,7,24,12,41,7,24,6.0,22.0,0.3,0.2973,0.4,0.4026,0.55,0.41892,0.14286,0.05882,0.41176,0.2931,0.41176,0.41379,0.17647,0.2931,0.45,0.32162,0.375,0.18243,0.175,0.49595,0.16667,0.36364,0.26923,0.26966,0.46154,0.13483,0.26923,0.59551,PIT,6,0,34%,291,26,5,84%,20,4,4,1,2,0,0,0,8,3,2,0,3,19,43%,38,28,10,11,5,6,23,7,15,993
-74,Martin,Al,118329,marta001,martial03,1167,L,22.0,78.0,22.0,79.0,3.0,0.0,14,3.0,0.0,1.0,2.0,0.0,2,0.0,13,4.0,1.0,0.0,6,23,7,27,2,7,1,2,0,1.0,9.0,5,25,11,32,5,20,4.0,19.0,0.18182,0.24051,0.18182,0.28205,0.22727,0.40506,0.0,0.13043,0.4,0.40351,0.46667,0.47368,0.13333,0.12281,0.24545,0.36455,0.1,0.24682,0.65455,0.38863,0.25,0.47368,0.2381,0.32468,0.52381,0.14286,0.23809,0.53246,PIT,6,0,35%,152,20,3,87%,17,3,3,0,0,0,0,0,9,0,5,1,3,13,54%,23,11,12,8,4,4,10,2,6,1167
-75,Young,Kevin,124704,younk001,youngke01,1018,R,22.0,83.0,21.0,86.0,4.0,0.0,9,1.0,3.0,1.0,0.0,0.0,4,1.0,17,7.0,0.0,0.0,7,22,7,19,0,16,2,5,0,0.0,3.0,5,19,10,38,5,19,2.0,16.0,0.09524,0.18605,0.13636,0.24096,0.14286,0.36047,0.0,0.18182,0.5,0.38596,0.5,0.33333,0.0,0.2807,0.24762,0.37442,0.1,0.26163,0.65238,0.36395,0.0,0.1875,0.25,0.25,0.5,0.13158,0.25,0.61842,PIT,7,1,32%,225,15,7,68%,9,6,6,1,0,0,2,1,8,3,2,2,1,21,52%,34,21,12,11,2,8,21,6,14,1018
-76,Allensworth,Jermaine,110165,allej001,allenje01,1000148,R,20.0,69.0,19.0,67.0,0.0,0.0,17,5.0,3.0,2.0,1.0,0.0,3,2.0,11,4.0,1.0,0.0,4,16,6,18,4,15,0,1,2,3.0,7.0,5,16,9,35,5,16,7.0,21.0,0.36842,0.31343,0.45,0.36232,0.47368,0.38806,0.0,0.0,0.28571,0.32653,0.42857,0.36735,0.28571,0.30612,0.30526,0.27463,0.15789,0.11195,0.53685,0.61342,0.42857,0.33333,0.26316,0.23881,0.47368,0.13433,0.26316,0.62686,TOT,5,0,35%,168,15,6,71%,12,4,2,2,1,0,3,1,11,2,3,3,3,8,51%,27,17,10,8,3,5,14,3,10,1000148
-77,Damon,Johnny,113028,damoj001,damonjo01,185,L,41.0,76.0,38.0,72.0,0.0,0.0,11,7.0,3.0,4.0,2.0,0.0,6,1.0,13,7.0,1.0,1.0,9,15,10,20,9,16,0,1,2,1.0,4.0,8,20,20,30,11,13,11.0,16.0,0.28947,0.22222,0.31707,0.30263,0.39474,0.31944,0.0,0.0,0.32143,0.29412,0.35714,0.39216,0.32143,0.31373,0.30527,0.29722,0.1579,0.14583,0.53683,0.55695,0.09091,0.25,0.20513,0.31746,0.51282,0.31746,0.28205,0.36508,KCR,7,0,39%,269,26,12,68%,24,12,2,0,0,0,0,0,6,0,1,3,2,22,51%,41,19,22,12,8,4,24,9,13,185
-78,Offerman,Jose,119948,offej001,offerjo01,205,S,44.0,69.0,42.0,65.0,0.0,0.0,15,8.0,4.0,1.0,0.0,2.0,4,4.0,13,6.0,1.0,1.0,10,11,12,20,11,18,1,0,0,1.0,6.0,12,14,24,29,12,20,11.0,19.0,0.2619,0.29231,0.36364,0.34783,0.38095,0.35385,0.0,0.0,0.30303,0.22449,0.36364,0.40816,0.33333,0.36735,0.31905,0.26154,0.17857,0.1,0.50238,0.63846,0.09091,0.31579,0.25,0.22222,0.5,0.38095,0.25,0.39683,KCR,6,0,34%,260,45,12,79%,35,9,10,3,0,0,3,2,7,0,2,1,4,27,52%,42,22,18,12,5,7,17,5,12,205
-79,Morris,Hal,119406,morrh001,morriha02,1009209,L,28.0,74.0,27.0,77.0,1.0,0.0,15,8.0,10.0,1.0,2.0,0.0,1,3.0,7,6.0,0.0,0.0,4,13,9,27,7,24,2,2,1,2.0,4.0,4,23,13,38,10,19,9.0,28.0,0.33333,0.36364,0.42857,0.39189,0.37037,0.58442,0.0,0.07692,0.2,0.20312,0.45,0.42188,0.35,0.375,0.23704,0.42078,0.1,0.33117,0.66296,0.24805,0.22222,0.14286,0.14815,0.2875,0.48148,0.1625,0.37037,0.55,KCR,7,0,28%,224,1,0,100%,1,0,0,0,0,0,0,0,8,2,4,0,2,19,35%,30,23,6,14,6,7,19,9,9,1009209
-80,King,Jeff,117081,kingj001,kingje01,1006931,R,32.0,68.0,28.0,67.0,4.0,0.0,11,4.0,0.0,0.0,0.0,0.0,6,6.0,15,5.0,1.0,0.0,14,18,4,19,3,5,3,0,0,1.0,6.0,9,22,14,29,9,22,4.0,15.0,0.14286,0.22388,0.3125,0.32353,0.14286,0.40299,0.0,0.22222,0.66667,0.42857,0.19048,0.45238,0.14286,0.11905,0.2,0.37911,0.1,0.26867,0.7,0.35222,0.25,0.4,0.28125,0.30137,0.4375,0.19178,0.28125,0.50685,KCR,9,0,40%,194,10,2,83%,8,2,2,0,0,0,0,0,3,1,1,0,1,12,41%,37,25,12,15,11,4,17,5,12,1006931
-81,Palmer,Dean,120194,palmd002,palmede01,482,R,31.0,77.0,30.0,74.0,7.0,2.0,7,8.0,6.0,0.0,1.0,0.0,4,2.0,18,5.0,1.0,0.0,5,22,9,16,8,15,0,2,0,1.0,2.0,11,18,16,32,11,18,10.0,21.0,0.33333,0.28378,0.3871,0.33766,0.53333,0.67568,0.4,0.31818,0.22727,0.41509,0.40909,0.30189,0.36364,0.28302,0.4,0.5919,0.3,0.3081,0.3,0.1,0.1,0.09524,0.28947,0.26471,0.42105,0.23529,0.28948,0.5,KCR,3,0,28%,215,8,2,80%,7,2,1,0,0,0,1,0,5,3,1,1,0,13,31%,27,20,7,10,9,1,15,7,8,482
-82,Sweeney,Mike,123041,sweem002,sweenmi01,634,R,23.0,59.0,21.0,57.0,3.0,0.0,11,2.0,0.0,0.0,0.0,0.0,4,2.0,7,2.0,0.0,0.0,6,10,9,23,1,8,1,1,1,1.0,4.0,5,17,11,30,5,17,2.0,14.0,0.09524,0.24561,0.17391,0.30508,0.09524,0.40351,0.0,0.3,0.375,0.2439,0.5625,0.56098,0.0625,0.19512,0.2,0.3579,0.1,0.23685,0.7,0.40525,0.5,0.28571,0.2381,0.26562,0.52381,0.17188,0.23809,0.5625,KCR,1,0,25%,142,2,3,40%,2,2,0,0,0,1,0,0,5,1,2,1,1,4,41%,20,14,5,1,0,1,11,4,7,634
-83,Higginson,Bobby,115915,higgb001,higgibo02,469,L,23.0,74.0,21.0,67.0,2.0,0.0,13,3.0,5.0,0.0,0.0,0.0,9,4.0,9,5.0,0.0,0.0,6,13,5,18,3,18,0,0,0,2.0,2.0,3,25,10,33,6,10,3.0,20.0,0.14286,0.29851,0.30435,0.39189,0.14286,0.46269,0.0,0.15385,0.42857,0.26531,0.35714,0.36735,0.21429,0.36735,0.2,0.36418,0.1,0.24627,0.7,0.38955,0.66667,0.1,0.15789,0.36765,0.52632,0.14706,0.31579,0.48529,DET,5,1,31%,277,3,3,50%,3,2,0,1,0,0,1,1,7,0,3,2,2,17,46%,36,20,16,16,10,6,17,6,10,469
-84,Clark,Tony,112316,clart002,clarkto02,182,S,22.0,72.0,23.0,72.0,2.0,0.0,6,4.0,3.0,1.0,0.0,0.0,3,1.0,21,5.0,1.0,0.0,2,14,8,21,5,11,2,3,0,0.0,1.0,2,12,11,28,2,13,5.0,11.0,0.21739,0.15278,0.27273,0.20833,0.26087,0.27778,0.0,0.14286,0.13333,0.30435,0.53333,0.45652,0.33333,0.23913,0.24348,0.325,0.1,0.1875,0.65652,0.4875,0.0,0.09091,0.13333,0.22642,0.73333,0.20755,0.13334,0.56603,DET,10,0,24%,244,3,3,50%,3,2,0,0,0,1,0,0,10,1,2,2,5,12,39%,33,19,14,10,7,2,23,8,10,182
-85,Cameron,Mike,111904,camem001,camermi01,1070,R,24.0,63.0,22.0,59.0,0.0,0.0,10,2.0,0.0,0.0,1.0,0.0,7,2.0,12,7.0,0.0,0.0,5,15,8,17,3,8,0,3,1,2.0,3.0,5,16,9,27,5,16,2.0,11.0,0.09091,0.18644,0.16667,0.28571,0.09091,0.22034,0.0,0.0,0.3125,0.375,0.5,0.425,0.1875,0.2,0.2,0.2339,0.1,0.1,0.7,0.6661,1.0,0.27273,0.26316,0.27119,0.47368,0.15254,0.26316,0.57627,CHW,5,0,36%,144,27,11,71%,25,8,2,3,0,0,0,0,4,1,0,2,1,16,56%,15,8,7,9,4,5,8,1,6,1070
-86,Thomas,Frank,123245,thomf001,thomafr04,255,R,21.0,84.0,19.0,75.0,5.0,0.0,8,3.0,5.0,0.0,0.0,0.0,12,2.0,12,3.0,0.0,0.0,9,18,4,20,2,17,0,5,0,1.0,1.0,5,21,10,36,5,21,3.0,18.0,0.15789,0.24,0.2381,0.35714,0.15789,0.50667,0.0,0.27778,0.6,0.32727,0.26667,0.36364,0.13333,0.30909,0.2,0.46667,0.1,0.4,0.7,0.13333,0.33333,0.05556,0.25,0.26923,0.5,0.12821,0.25,0.60256,CHW,8,0,33%,314,7,0,100%,7,0,0,0,0,0,0,0,9,2,4,2,1,22,36%,42,36,6,17,10,7,19,3,15,255
-87,Belle,Albert,110839,bellj002,belleal01,1000802,R,23.0,82.0,21.0,72.0,4.0,0.0,7,1.0,6.0,2.0,0.0,0.0,12,2.0,16,3.0,0.0,0.0,6,21,3,20,5,10,1,1,0,0.0,6.0,6,20,12,33,6,20,3.0,17.0,0.14286,0.23611,0.21739,0.35366,0.2381,0.48611,0.0,0.19048,0.42857,0.41176,0.21429,0.39216,0.35714,0.19608,0.29524,0.45,0.14286,0.375,0.5619,0.175,0.0,0.35294,0.25,0.27397,0.5,0.16438,0.25,0.56165,CHW,5,0,28%,242,6,4,60%,5,3,1,1,0,0,1,1,9,3,4,1,1,22,40%,33,20,12,7,6,1,23,10,12,1000802
-88,Ventura,Robin,123697,ventr001,venturo01,854,L,27.0,77.0,25.0,72.0,2.0,1.0,11,3.0,4.0,3.0,1.0,1.0,5,2.0,8,8.0,0.0,0.0,5,14,6,28,6,13,0,3,1,2.0,6.0,8,31,11,43,5,10,8.0,18.0,0.32,0.25,0.37037,0.2987,0.64,0.41667,0.2,0.14286,0.29412,0.25455,0.35294,0.50909,0.35294,0.23636,0.52,0.36667,0.38,0.25,0.1,0.38333,0.25,0.33333,0.33333,0.36905,0.45833,0.13095,0.20834,0.5,CHW,6,0,29%,243,1,1,50%,1,1,0,0,0,0,0,0,6,1,2,0,3,10,38%,37,25,12,12,7,5,19,8,9,854
-89,Ordonez,Magglio,120044,ordom001,ordonma01,248,R,21.0,70.0,21.0,64.0,2.0,1.0,6,4.0,2.0,0.0,0.0,0.0,7,1.0,15,2.0,0.0,0.0,7,17,8,24,2,6,0,4,0,2.0,4.0,4,21,13,36,4,21,5.0,10.0,0.2381,0.15625,0.28571,0.24286,0.38095,0.28125,0.14286,0.11765,0.41176,0.3617,0.47059,0.51064,0.11765,0.12766,0.34285,0.325,0.21427,0.1875,0.44288,0.4875,0.4,0.4,0.19048,0.26923,0.61905,0.16667,0.19047,0.5641,CHW,11,0,32%,211,9,7,56%,6,7,3,0,0,0,0,0,8,2,2,1,3,18,40%,33,22,9,7,2,5,13,6,7,248
-90,Durham,Ray,113660,durhr001,durhara01,230,S,24.0,87.0,22.0,75.0,2.0,0.0,11,6.0,4.0,0.0,1.0,0.0,9,3.0,11,2.0,1.0,0.0,6,12,6,33,4,15,0,2,4,3.0,5.0,7,26,11,46,7,18,6.0,18.0,0.27273,0.24,0.375,0.32184,0.27273,0.4,0.0,0.16667,0.375,0.2,0.375,0.55,0.25,0.25,0.2,0.36,0.1,0.24,0.7,0.4,0.5,0.27778,0.28,0.28889,0.44,0.12222,0.28,0.58889,CHW,11,0,44%,319,36,9,80%,33,9,3,0,0,0,0,0,10,3,3,2,2,29,49%,44,29,15,5,2,3,28,8,20,230
-91,Henderson,Rickey,115749,hendr001,henderi01,194,R,25.0,87.0,24.0,77.0,1.0,0.0,8,6.0,4.0,0.0,0.0,0.0,14,2.0,17,2.0,0.0,0.0,4,22,11,19,3,12,0,2,0,4.0,3.0,9,24,13,31,9,24,6.0,13.0,0.25,0.16883,0.32,0.31034,0.25,0.25974,0.0,0.04545,0.22222,0.41509,0.61111,0.35849,0.16667,0.22642,0.2,0.29091,0.1,0.13637,0.7,0.57272,0.66667,0.23077,0.29032,0.3038,0.41935,0.16456,0.29033,0.53164,OAK,8,0,36%,268,66,13,84%,51,9,15,4,0,0,5,2,11,3,2,3,3,17,46%,46,27,17,13,8,5,23,5,16,194
-92,Grieve,Ben,115132,grieb001,grievbe01,1209,L,42.0,70.0,39.0,67.0,0.0,2.0,11,8.0,4.0,1.0,1.0,0.0,5,4.0,13,8.0,4.0,1.0,8,4,17,28,4,15,3,0,0,5.0,6.0,10,12,18,33,6,17,11.0,16.0,0.28205,0.23881,0.38095,0.35714,0.46154,0.32836,0.25,0.0,0.27586,0.08511,0.58621,0.59574,0.13793,0.31915,0.37949,0.28955,0.26924,0.13432,0.35127,0.57613,0.45455,0.375,0.29412,0.19355,0.52941,0.29032,0.17647,0.51613,OAK,6,0,31%,291,2,2,50%,2,2,0,0,0,0,0,0,6,1,1,2,2,18,48%,45,29,16,19,9,10,21,5,15,1209
-93,Giambi,Jason,114739,giamj001,giambja01,818,L,35.0,65.0,33.0,59.0,2.0,2.0,12,5.0,2.0,1.0,0.0,0.0,8,4.0,15,7.0,0.0,0.0,8,13,10,16,5,13,2,3,0,2.0,3.0,4,8,18,32,6,14,8.0,16.0,0.24242,0.27119,0.34286,0.36923,0.45455,0.40678,0.25,0.15385,0.34783,0.30952,0.43478,0.38095,0.21739,0.30952,0.41213,0.33559,0.3182,0.20338,0.26967,0.46103,0.25,0.1875,0.14286,0.14815,0.64286,0.33333,0.21428,0.51852,OAK,5,0,29%,237,2,2,50%,2,1,0,0,0,1,1,1,13,2,4,4,3,21,46%,36,26,9,11,4,6,25,5,18,818
-94,Cora,Joey,112664,coraj001,corajo01,1002607,S,26.0,96.0,24.0,94.0,0.0,0.0,18,6.0,5.0,2.0,1.0,0.0,3,3.0,6,3.0,2.0,0.0,6,20,6,32,6,21,0,1,2,1.0,4.0,6,34,12,54,6,21,8.0,24.0,0.33333,0.25532,0.42308,0.30208,0.41667,0.32979,0.0,0.0,0.33333,0.27397,0.33333,0.43836,0.33333,0.28767,0.28334,0.27447,0.12501,0.11171,0.59165,0.61382,0.125,0.16667,0.25,0.31193,0.5,0.11009,0.25,0.57798,TOT,5,0,44%,334,15,6,71%,13,5,2,1,0,0,0,0,4,2,0,2,0,23,43%,47,32,14,15,5,10,17,6,10,1002607
-95,Rodriguez,Alex,121347,rodra001,rodrial01,1274,R,27.0,97.0,27.0,92.0,5.0,4.0,13,3.0,3.0,3.0,3.0,0.0,5,1.0,18,5.0,2.0,0.0,6,31,10,29,4,10,1,0,1,1.0,6.0,11,25,9,49,11,25,10.0,24.0,0.37037,0.26087,0.40741,0.31959,0.92593,0.52174,0.66667,0.16129,0.3,0.44286,0.5,0.41429,0.2,0.14286,0.75556,0.46087,0.14444,0.39131,0.1,0.14782,0.1,0.25,0.35484,0.25253,0.29032,0.09091,0.35484,0.65656,SEA,11,0,36%,265,46,13,78%,30,8,15,5,1,0,4,3,8,2,3,3,0,28,50%,32,16,15,7,4,3,15,6,9,1274
-96,Griffey,Ken,115135,grifk002,griffke02,327,L,38.0,77.0,38.0,65.0,6.0,5.0,4,3.0,2.0,2.0,0.0,1.0,11,1.0,12,8.0,2.0,0.0,16,19,5,18,5,4,1,2,1,0.0,3.0,14,19,12,32,10,10,11.0,12.0,0.28947,0.18462,0.31579,0.32468,0.78947,0.49231,0.3125,0.31579,0.61538,0.46341,0.19231,0.43902,0.19231,0.09756,0.7,0.50769,0.2,0.39231,0.1,0.1,0.0,0.25,0.38889,0.31148,0.33333,0.19672,0.27778,0.4918,SEA,4,0,31%,270,20,5,80%,20,4,0,1,0,0,1,1,4,1,1,0,2,21,44%,32,23,8,12,3,9,24,10,13,327
-97,Martinez,Edgar,118365,marte001,martied01,1086,R,27.0,81.0,21.0,77.0,3.0,0.0,11,2.0,5.0,1.0,0.0,0.0,9,5.0,14,3.0,0.0,0.0,7,15,6,24,4,14,1,4,0,1.0,3.0,3,20,17,38,3,20,3.0,19.0,0.14286,0.24675,0.2963,0.34568,0.19048,0.42857,0.0,0.2,0.41176,0.28302,0.35294,0.45283,0.23529,0.26415,0.24762,0.38182,0.1,0.27273,0.65238,0.34545,0.33333,0.15789,0.13043,0.25641,0.73913,0.21795,0.13044,0.52564,SEA,7,0,22%,271,1,1,50%,0,1,1,0,0,0,0,0,8,2,3,1,2,18,28%,40,33,7,13,11,1,25,10,14,1086
-98,Segui,David,121977,segud001,seguida01,169,S,23.0,68.0,23.0,70.0,3.0,2.0,11,4.0,6.0,0.0,1.0,0.0,3,4.0,10,2.0,0.0,0.0,3,10,10,24,2,18,0,4,0,2.0,2.0,7,14,12,34,7,15,6.0,21.0,0.26087,0.3,0.43478,0.35294,0.52174,0.54286,0.66667,0.3,0.2,0.19231,0.66667,0.46154,0.13333,0.34615,0.46087,0.44286,0.39131,0.36429,0.14782,0.19285,0.33333,0.09524,0.26923,0.22222,0.46154,0.19048,0.26923,0.5873,SEA,8,0,32%,223,3,1,75%,3,1,0,0,0,0,0,0,5,0,2,2,1,16,33%,25,18,7,12,11,1,15,6,9,169
-99,Alomar,Sandy,110184,aloms001,alomasa02,221,R,20.0,46.0,23.0,47.0,0.0,1.0,4,4.0,2.0,1.0,0.0,0.0,1,0.0,4,1.0,0.0,0.0,4,9,7,21,5,4,0,5,1,0.0,4.0,8,18,13,27,8,18,6.0,6.0,0.26087,0.12766,0.3,0.15217,0.43478,0.17021,0.25,0.0,0.25,0.26471,0.4375,0.61765,0.3125,0.11765,0.37391,0.24255,0.26087,0.1,0.36522,0.65745,0.0,0.66667,0.27586,0.28571,0.44828,0.20635,0.27586,0.50794,CLE,3,0,35%,137,0,3,0%,0,2,0,1,0,0,0,0,4,0,2,2,0,12,35%,25,17,7,4,4,0,20,9,10,221
-100,McLemore,Mark,118808,mclem001,mclemma01,1088,S,27.0,81.0,20.0,76.0,1.0,0.0,21,5.0,2.0,1.0,0.0,0.0,8,7.0,11,3.0,0.0,0.0,6,14,7,26,6,21,3,2,3,2.0,5.0,4,18,12,41,4,23,6.0,24.0,0.3,0.31579,0.48148,0.39506,0.35,0.38158,0.0,0.07143,0.31579,0.22951,0.36842,0.42623,0.31579,0.34426,0.25,0.26579,0.1,0.1,0.65,0.63421,0.33333,0.20833,0.2,0.21951,0.6,0.14634,0.2,0.63415,TEX,10,0,37%,264,12,4,75%,11,4,1,0,0,0,1,0,3,0,1,0,2,17,54%,43,23,20,9,5,4,22,4,16,1088
-101,Greer,Rusty,115114,greer001,greerru01,1252,L,23.0,77.0,27.0,69.0,1.0,0.0,8,6.0,1.0,0.0,1.0,1.0,11,1.0,16,2.0,0.0,0.0,10,16,9,27,3,7,1,2,0,2.0,6.0,5,19,13,34,5,15,7.0,11.0,0.25926,0.15942,0.34783,0.28571,0.33333,0.24638,0.0,0.0625,0.45455,0.32,0.40909,0.54,0.13636,0.14,0.27407,0.28696,0.11111,0.13044,0.61482,0.5826,0.28571,0.54545,0.21739,0.27941,0.56522,0.19118,0.21739,0.52941,TEX,9,0,36%,282,2,4,33%,2,4,0,0,0,0,0,0,4,0,2,0,2,19,46%,50,32,18,20,8,11,14,3,10,1252
-102,Gonzalez,Juan,114932,gonzj002,gonzaju03,1251,R,20.0,85.0,22.0,88.0,3.0,2.0,14,4.0,7.0,1.0,0.0,0.0,2,1.0,18,6.0,0.0,0.0,6,18,3,19,5,20,0,4,0,2.0,2.0,7,27,9,43,7,27,7.0,24.0,0.31818,0.27273,0.4,0.30588,0.63636,0.45455,0.33333,0.16667,0.42857,0.31579,0.21429,0.33333,0.35714,0.35088,0.51818,0.38182,0.38182,0.27273,0.1,0.34545,0.28571,0.08333,0.30435,0.27835,0.3913,0.09278,0.30435,0.62887,TEX,6,0,33%,212,2,1,67%,2,1,0,0,0,0,0,0,6,2,3,0,1,18,48%,24,16,8,15,8,7,21,6,14,1251
-103,Clark,Will,112345,clarw001,clarkwi02,1002318,L,26.0,80.0,23.0,68.0,3.0,1.0,16,7.0,0.0,0.0,0.0,0.0,13,4.0,10,5.0,0.0,0.0,5,14,9,25,3,15,0,3,0,2.0,5.0,7,16,10,42,5,15,8.0,19.0,0.34783,0.27941,0.46154,0.4,0.47826,0.41176,0.2,0.21429,0.29412,0.25926,0.52941,0.46296,0.17647,0.27778,0.33043,0.33235,0.19565,0.19853,0.47392,0.46912,0.25,0.26316,0.31818,0.21918,0.45455,0.13699,0.22727,0.64383,TEX,4,0,34%,272,1,0,100%,1,0,0,0,0,0,0,0,7,1,1,3,2,16,45%,44,30,14,17,9,6,24,4,18,1002318
-104,Rodriguez,Ivan,121358,rodri001,rodriiv01,1275,R,27.0,71.0,23.0,70.0,1.0,1.0,13,8.0,7.0,2.0,0.0,0.0,7,3.0,12,3.0,1.0,1.0,7,11,9,21,3,19,1,1,0,5.0,3.0,7,19,13,35,7,19,11.0,21.0,0.47826,0.3,0.55556,0.40845,0.69565,0.44286,0.14286,0.09091,0.36842,0.21569,0.47368,0.41176,0.15789,0.37255,0.41739,0.34286,0.32608,0.21429,0.25653,0.44285,0.45455,0.14286,0.25926,0.26027,0.48148,0.17808,0.25926,0.56165,TEX,5,0,34%,226,9,0,100%,6,0,3,0,0,0,1,0,7,1,3,2,1,15,45%,35,25,9,8,4,4,17,3,14,1275
-105,Elster,Kevin,113828,elstk001,elsteke01,1003758,R,25.0,71.0,22.0,66.0,1.0,1.0,7,2.0,2.0,3.0,0.0,0.0,10,4.0,16,3.0,0.0,0.0,7,11,3,23,5,8,2,1,0,0.0,3.0,10,16,6,27,10,16,6.0,10.0,0.27273,0.15152,0.4,0.28169,0.54545,0.22727,0.14286,0.09091,0.46667,0.2619,0.2,0.54762,0.33333,0.19048,0.47272,0.27575,0.40908,0.11363,0.1182,0.61062,0.0,0.3,0.38462,0.27119,0.23077,0.10169,0.38461,0.62712,TEX,5,0,26%,130,0,2,0%,0,2,0,0,0,0,0,0,3,1,1,1,0,1,34%,13,11,2,6,5,1,13,5,8,1003758
-106,Stewart,Shannon,122784,stews002,stewash01,1322,R,31.0,59.0,31.0,55.0,0.0,0.0,10,7.0,2.0,1.0,1.0,0.0,3,5.0,5,3.0,1.0,1.0,3,7,11,26,6,12,0,0,0,2.0,4.0,5,20,14,31,5,20,8.0,13.0,0.25806,0.23636,0.45161,0.28814,0.29032,0.30909,0.0,0.0,0.15,0.15556,0.55,0.57778,0.3,0.26667,0.23226,0.27273,0.1,0.10909,0.66774,0.61818,0.25,0.30769,0.20833,0.28169,0.58333,0.19718,0.20834,0.52113,TOR,6,0,36%,256,51,18,74%,45,17,6,1,0,0,6,3,6,1,0,4,1,17,50%,25,15,10,9,5,4,22,7,14,1322
-107,Fernandez,Tony,114079,fernt001,fernato01,1004002,S,28.0,57.0,25.0,46.0,0.0,0.0,7,4.0,4.0,1.0,0.0,0.0,7,1.0,5,2.0,4.0,1.0,1,13,14,16,4,12,2,0,2,2.0,2.0,9,14,16,28,9,11,5.0,11.0,0.2,0.23913,0.25,0.38596,0.24,0.32609,0.0,0.0,0.05263,0.31707,0.73684,0.39024,0.21053,0.29268,0.24,0.28696,0.1,0.13044,0.66,0.5826,0.4,0.18182,0.26471,0.26415,0.47059,0.30189,0.2647,0.43396,TOR,2,0,31%,256,13,8,62%,11,7,2,0,0,1,3,1,6,1,2,2,1,24,52%,29,15,13,14,9,5,17,3,13,1004002
-108,Green,Shawn,115094,grees001,greensh01,651,L,40.0,65.0,42.0,58.0,3.0,1.0,8,5.0,2.0,2.0,0.0,0.0,9,1.0,8,12.0,0.0,0.0,11,10,11,26,4,6,0,2,0,3.0,5.0,9,16,16,40,12,4,8.0,13.0,0.19048,0.22414,0.225,0.33846,0.30952,0.41379,0.09091,0.3,0.42308,0.2381,0.42308,0.61905,0.15385,0.14286,0.31904,0.38965,0.17856,0.28447,0.5024,0.32588,0.375,0.38462,0.24324,0.26667,0.43243,0.26667,0.32433,0.46666,TOR,8,0,36%,241,35,12,74%,31,12,4,0,0,0,2,1,12,2,4,2,4,24,50%,19,11,7,5,4,1,24,6,16,651
-109,Canseco,Jose,111962,cansj001,cansejo01,1001918,R,35.0,73.0,35.0,70.0,5.0,2.0,4,3.0,3.0,0.0,0.0,0.0,6,1.0,15,8.0,0.0,0.0,13,17,2,12,7,13,0,2,0,1.0,3.0,10,25,16,30,10,25,5.0,12.0,0.14286,0.17143,0.17143,0.24658,0.31429,0.42857,0.15385,0.29412,0.59091,0.40476,0.09091,0.28571,0.31818,0.30952,0.37143,0.45714,0.25715,0.38571,0.37142,0.15715,0.2,0.25,0.27778,0.3125,0.44444,0.2,0.27778,0.4875,TOR,7,0,32%,147,29,17,63%,24,13,5,4,0,0,2,1,4,1,1,0,2,15,47%,20,13,7,9,8,1,14,2,12,1001918
-110,Stanley,Mike,122673,stanm002,stanlmi02,1012416,R,33.0,72.0,29.0,62.0,2.0,2.0,4,6.0,2.0,2.0,0.0,0.0,10,4.0,13,4.0,2.0,0.0,7,16,10,21,7,7,2,1,0,1.0,2.0,8,17,15,30,8,17,10.0,8.0,0.34483,0.12903,0.42424,0.27778,0.62069,0.25806,0.28571,0.125,0.29167,0.36364,0.41667,0.47727,0.29167,0.15909,0.47586,0.32903,0.41379,0.19355,0.11035,0.47742,0.1,0.25,0.25806,0.26562,0.48387,0.23438,0.25807,0.5,TOT,7,0,24%,178,3,1,75%,3,1,0,0,0,0,1,1,5,1,2,0,2,18,28%,27,20,7,10,10,0,21,11,9,1012416
-111,Sprague,Ed,122612,sprae001,spraged02,1012356,R,29.0,64.0,29.0,58.0,2.0,1.0,10,3.0,3.0,2.0,0.0,0.0,6,1.0,8,10.0,1.0,0.0,2,16,9,9,5,12,1,0,0,2.0,3.0,9,21,9,27,9,21,6.0,15.0,0.2069,0.25862,0.24138,0.34375,0.37931,0.41379,0.5,0.125,0.125,0.43243,0.5625,0.24324,0.3125,0.32432,0.37241,0.35517,0.25861,0.23275,0.36898,0.41208,0.33333,0.2,0.33333,0.30435,0.33333,0.13043,0.33334,0.56522,TOT,4,0,30%,176,1,2,33%,1,2,0,0,0,0,0,0,4,0,2,2,0,11,29%,18,15,3,7,4,3,13,8,5,1012356
-112,Gonzalez,Alex,114924,gonza001,gonzaal01,281,R,32.0,70.0,31.0,67.0,1.0,0.0,8,5.0,1.0,2.0,0.0,0.0,3,2.0,8,3.0,0.0,0.0,6,22,8,32,8,6,0,5,1,3.0,3.0,2,15,21,43,2,15,7.0,10.0,0.22581,0.14925,0.28125,0.18571,0.29032,0.20896,0.0,0.04545,0.27273,0.36667,0.36364,0.53333,0.36364,0.1,0.26451,0.25971,0.1,0.1,0.63549,0.64029,0.42857,0.3,0.08,0.20548,0.84,0.28767,0.08,0.50685,TOR,10,0,36%,181,21,6,78%,14,4,7,1,0,1,2,1,5,1,0,0,4,17,38%,24,16,8,5,4,1,21,8,10,281
-113,Cruz,Jose,112903,cruzj004,cruzjo02,1296,S,23.0,59.0,20.0,54.0,1.0,0.0,7,4.0,0.0,0.0,1.0,0.0,5,4.0,14,5.0,0.0,0.0,4,15,5,17,4,3,0,0,0,2.0,3.0,3,14,11,28,3,10,4.0,9.0,0.2,0.16667,0.34783,0.23729,0.2,0.25926,0.0,0.06667,0.30769,0.42857,0.38462,0.48571,0.30769,0.08571,0.2,0.29259,0.1,0.13888,0.7,0.56853,0.5,0.33333,0.17647,0.26923,0.64706,0.21154,0.17647,0.51923,TOR,3,0,32%,144,11,4,73%,11,3,0,1,0,0,0,0,5,0,2,0,3,11,45%,26,18,8,12,6,6,15,3,10,1296
-114,Grudzielanek,Mark,115210,grudm001,grudzma01,653,R,25.0,85.0,24.0,77.0,3.0,0.0,13,3.0,2.0,2.0,0.0,0.0,2,2.0,10,4.0,2.0,0.0,4,15,10,43,5,9,0,2,4,2.0,6.0,4,29,13,50,4,29,5.0,18.0,0.20833,0.23377,0.28,0.25882,0.29167,0.37662,0.0,0.2,0.21053,0.22388,0.52632,0.64179,0.26316,0.13433,0.28334,0.34285,0.12501,0.21427,0.59165,0.44288,0.4,0.33333,0.19048,0.26852,0.61905,0.12037,0.19047,0.61111,TOT,8,0,28%,215,18,5,78%,16,4,2,1,0,0,0,0,6,3,2,0,1,17,46%,25,16,8,6,3,3,13,3,9,653
-115,Fullmer,Brad,114485,fullb001,fullmbr01,13,L,25.0,65.0,27.0,62.0,1.0,0.0,10,2.0,4.0,2.0,0.0,0.0,6,0.0,6,4.0,0.0,2.0,5,15,9,20,5,17,1,2,0,1.0,4.0,13,25,12,33,1,13,4.0,15.0,0.14815,0.24194,0.24,0.32308,0.22222,0.35484,0.0,0.06667,0.26316,0.28846,0.47368,0.38462,0.26316,0.32692,0.27407,0.3129,0.1111,0.16935,0.61483,0.51775,0.25,0.26667,0.5,0.35211,0.46154,0.16901,0.03846,0.47888,MON,1,0,27%,183,6,6,50%,6,6,0,0,0,0,3,0,7,1,5,1,0,15,45%,28,19,9,5,1,4,18,7,10,13
-116,White,Rondell,124185,whitr001,whitero02,856,R,25.0,72.0,26.0,69.0,1.0,1.0,11,2.0,4.0,1.0,1.0,1.0,3,0.0,15,4.0,1.0,0.0,5,16,8,25,4,13,0,0,0,2.0,7.0,7,20,13,37,7,20,5.0,17.0,0.19231,0.24638,0.2,0.29167,0.42308,0.37681,0.2,0.0625,0.29412,0.2963,0.47059,0.46296,0.23529,0.24074,0.43077,0.33043,0.34615,0.19564,0.22308,0.47393,0.4,0.41176,0.25926,0.25974,0.48148,0.16883,0.25926,0.57143,MON,7,0,29%,166,16,7,70%,13,7,3,0,0,0,3,0,5,1,2,1,1,14,39%,14,11,3,6,5,1,13,4,9,856
-117,Morandini,Mickey,119347,moram001,moranmi01,1009151,L,26.0,79.0,25.0,72.0,2.0,0.0,17,3.0,1.0,0.0,0.0,0.0,10,2.0,10,7.0,0.0,0.0,4,19,11,29,1,10,0,1,2,2.0,8.0,3,19,14,40,4,9,3.0,20.0,0.12,0.27778,0.19231,0.37975,0.12,0.375,0.0,0.10526,0.25,0.32759,0.6875,0.5,0.0625,0.17241,0.2,0.29722,0.1,0.14583,0.7,0.55695,0.66667,0.4,0.14286,0.27941,0.66667,0.20588,0.19047,0.51471,CHC,4,0,35%,317,13,1,93%,11,1,2,0,0,0,1,0,8,2,1,1,4,19,59%,39,20,19,11,3,7,21,4,16,1009151
-118,Sosa,Sammy,122544,sosas001,sosasa01,302,R,27.0,82.0,29.0,81.0,5.0,1.0,15,6.0,2.0,2.0,0.0,0.0,6,3.0,20,5.0,0.0,0.0,5,12,7,26,5,9,1,4,0,3.0,9.0,9,17,13,38,9,17,9.0,22.0,0.31034,0.2716,0.44444,0.34146,0.48276,0.48148,0.2,0.41667,0.29412,0.25532,0.41176,0.55319,0.29412,0.19149,0.37242,0.40988,0.25863,0.31482,0.36895,0.2753,0.33333,0.40909,0.29032,0.23611,0.41935,0.18056,0.29033,0.58333,CHC,9,0,33%,215,18,9,67%,17,9,1,0,0,0,2,0,8,0,2,3,3,18,48%,45,26,19,12,7,3,20,5,15,302
-119,Santangelo,F.P.,121692,santf001,santaf.01,1011438,S,22.0,80.0,19.0,70.0,1.0,0.0,10,3.0,4.0,2.0,0.0,0.0,5,2.0,17,1.0,4.0,2.0,5,13,8,21,1,11,0,0,4,4.0,5.0,8,13,9,42,8,15,5.0,15.0,0.26316,0.21429,0.40909,0.3,0.36842,0.31429,0.0,0.07692,0.35714,0.28889,0.57143,0.46667,0.07143,0.24444,0.30526,0.3,0.15789,0.15,0.53685,0.55,0.8,0.33333,0.32,0.18571,0.36,0.12857,0.32,0.68572,MON,7,1,34%,209,7,3,70%,7,3,0,0,0,0,1,0,4,2,0,0,2,17,39%,31,22,9,8,4,4,20,8,10,1011438
-120,Widger,Chris,124234,widgc001,widgech01,1541,R,20.0,54.0,17.0,52.0,0.0,0.0,7,2.0,5.0,1.0,0.0,0.0,2,3.0,9,2.0,0.0,0.0,3,10,7,17,2,10,0,0,0,1.0,5.0,6,17,8,30,6,17,3.0,12.0,0.17647,0.23077,0.3,0.25926,0.23529,0.32692,0.0,0.0,0.25,0.27027,0.58333,0.45946,0.16667,0.27027,0.25882,0.29615,0.1,0.14422,0.64118,0.55963,0.33333,0.41667,0.3,0.26562,0.4,0.125,0.3,0.60938,MON,5,0,19%,134,6,1,86%,6,1,0,0,0,0,0,0,2,0,0,1,1,4,37%,16,11,4,5,3,2,9,3,5,1541
-121,Grace,Mark,115007,gracm001,gracema01,56,L,34.0,80.0,36.0,68.0,0.0,0.0,15,8.0,2.0,3.0,1.0,0.0,14,0.0,5,4.0,1.0,0.0,7,14,17,30,5,15,3,3,0,5.0,5.0,13,25,23,38,4,13,11.0,18.0,0.30556,0.26471,0.32353,0.4125,0.38889,0.32353,0.0,0.0,0.24138,0.23729,0.58621,0.50847,0.17241,0.25424,0.28333,0.25882,0.125,0.1,0.59167,0.64118,0.45455,0.27778,0.325,0.32895,0.575,0.30263,0.1,0.36842,CHC,4,0,29%,309,4,7,36%,4,6,0,0,0,1,0,0,6,1,2,1,2,20,44%,35,23,12,9,3,6,20,8,10,56
-122,Rodriguez,Henry,121357,rodrh001,rodrihe02,1427,L,30.0,68.0,27.0,64.0,4.0,0.0,7,4.0,4.0,1.0,0.0,0.0,9,5.0,12,8.0,0.0,0.0,6,23,7,13,2,12,0,0,0,2.0,1.0,7,18,13,28,3,11,5.0,15.0,0.18519,0.23438,0.33333,0.35294,0.22222,0.48438,0.0,0.17391,0.4,0.47917,0.46667,0.27083,0.13333,0.25,0.23703,0.45,0.1,0.375,0.66297,0.175,0.4,0.06667,0.30435,0.31579,0.56522,0.22807,0.13043,0.45614,CHC,7,0,20%,144,1,3,25%,1,3,0,0,0,0,1,0,4,2,1,0,1,9,25%,15,11,4,4,4,0,9,6,3,1427
-123,Blauser,Jeff,111090,blauj001,blausje01,1001062,R,29.0,76.0,22.0,68.0,1.0,0.0,10,6.0,1.0,2.0,1.0,0.0,8,7.0,22,4.0,0.0,1.0,3,15,10,19,3,11,0,3,0,4.0,5.0,8,15,10,37,8,15,8.0,13.0,0.36364,0.19118,0.55172,0.27632,0.45455,0.27941,0.0,0.06667,0.1875,0.33333,0.625,0.42222,0.1875,0.24444,0.29091,0.28823,0.13636,0.13234,0.57273,0.57943,0.5,0.38462,0.30769,0.22388,0.38462,0.14925,0.30769,0.62687,CHC,5,0,32%,191,2,2,50%,2,2,0,0,0,0,0,0,2,1,0,0,1,8,33%,36,30,6,10,6,4,15,4,10,1001062
-124,Orie,Kevin,120047,oriek001,orieke01,1616,R,26.0,71.0,27.0,72.0,0.0,1.0,8,4.0,3.0,1.0,0.0,0.0,3,1.0,8,7.0,0.0,0.0,7,22,4,29,5,7,0,2,0,0.0,3.0,10,26,11,41,10,26,6.0,11.0,0.22222,0.15278,0.26923,0.19718,0.37037,0.19444,0.14286,0.0,0.4375,0.37931,0.25,0.5,0.3125,0.12069,0.34815,0.24166,0.22222,0.1,0.42963,0.65834,0.0,0.27273,0.32258,0.27957,0.35484,0.11828,0.32258,0.60215,TOT,5,0,34%,148,2,1,67%,1,0,1,0,0,1,1,0,1,0,1,0,0,6,47%,18,11,7,7,2,5,11,6,5,1616
-125,Servais,Scott,122011,servs002,servasc01,1011756,R,23.0,50.0,19.0,50.0,1.0,0.0,5,3.0,2.0,0.0,0.0,0.0,3,2.0,9,1.0,0.0,0.0,7,10,6,20,4,7,0,3,0,1.0,2.0,8,11,10,27,8,11,3.0,8.0,0.15789,0.16,0.21739,0.22,0.15789,0.26,0.0,0.1,0.41176,0.27027,0.35294,0.54054,0.23529,0.18919,0.2,0.3,0.1,0.15,0.7,0.55,0.33333,0.25,0.30769,0.22449,0.38462,0.20408,0.30769,0.57143,CHC,5,0,29%,117,1,0,100%,1,0,0,0,0,0,0,0,0,0,0,0,0,2,41%,9,8,1,4,2,2,14,6,8,1011756
-126,Alfonzo,Edgardo,110135,alfoe001,alfoned01,859,R,29.0,72.0,28.0,68.0,1.0,1.0,9,6.0,2.0,2.0,0.0,0.0,7,3.0,13,6.0,1.0,0.0,7,13,6,18,6,11,0,1,4,3.0,4.0,6,15,9,34,6,15,9.0,12.0,0.32143,0.17647,0.41379,0.27778,0.5,0.25,0.14286,0.07692,0.36842,0.30952,0.31579,0.42857,0.31579,0.2619,0.37857,0.27353,0.26786,0.1103,0.35357,0.61617,0.33333,0.33333,0.28571,0.23438,0.42857,0.14062,0.28572,0.625,NYM,6,0,37%,263,8,3,73%,7,2,1,1,0,0,0,0,5,1,1,1,2,21,42%,37,27,10,6,2,4,26,10,15,859
-127,Olerud,John,119976,olerj001,olerujo01,1093,L,30.0,63.0,27.0,53.0,1.0,1.0,11,10.0,3.0,0.0,0.0,0.0,12,5.0,6,2.0,0.0,0.0,3,12,14,15,5,15,1,4,0,5.0,1.0,7,12,18,24,5,19,11.0,15.0,0.40741,0.28302,0.53333,0.42857,0.51852,0.39623,0.33333,0.08333,0.13636,0.28571,0.63636,0.35714,0.22727,0.35714,0.31111,0.31321,0.16666,0.16982,0.52223,0.51697,0.45455,0.06667,0.23333,0.21818,0.6,0.32727,0.16667,0.45455,NYM,8,0,25%,307,2,2,50%,2,1,0,1,0,0,1,1,6,2,1,1,2,13,35%,46,36,10,13,7,6,23,9,13,1093
-128,Huskey,Butch,116357,huskb001,huskebu01,1006228,R,26.0,62.0,25.0,61.0,2.0,0.0,6,4.0,2.0,1.0,0.0,0.0,4,2.0,10,1.0,0.0,0.0,8,14,11,22,1,9,1,5,0,5.0,3.0,11,16,14,30,11,16,5.0,10.0,0.2,0.16393,0.26923,0.22581,0.24,0.29508,0.0,0.14286,0.4,0.31111,0.55,0.48889,0.05,0.2,0.24,0.33115,0.1,0.19673,0.66,0.47212,1.0,0.3,0.30556,0.25806,0.38889,0.22581,0.30555,0.51613,NYM,8,0,28%,127,7,6,54%,7,4,0,2,0,0,1,1,0,0,0,0,0,12,24%,16,15,1,4,3,1,9,4,5,1006228
-129,McRae,Brian,118871,mcrab001,mcraebr01,1008686,S,28.0,64.0,23.0,56.0,0.0,0.0,6,2.0,2.0,2.0,1.0,0.0,10,5.0,10,6.0,0.0,0.0,3,20,11,13,3,9,1,1,1,2.0,3.0,5,15,13,22,5,13,4.0,9.0,0.17391,0.16071,0.32143,0.29688,0.26087,0.23214,0.0,0.0,0.17647,0.47619,0.64706,0.30952,0.17647,0.21429,0.28696,0.27143,0.13044,0.10715,0.5826,0.62142,0.5,0.33333,0.21739,0.3,0.56522,0.26,0.21739,0.44,NYM,8,0,28%,240,20,11,65%,11,9,9,2,0,0,5,3,6,3,0,1,2,12,32%,25,17,7,10,6,4,21,12,7,1008686
-130,Ordonez,Rey,120045,ordor001,ordonre01,889,R,22.0,68.0,25.0,69.0,0.0,0.0,13,4.0,2.0,0.0,0.0,0.0,2,0.0,11,2.0,0.0,0.0,2,10,15,31,3,11,0,2,0,4.0,5.0,6,21,15,38,6,21,4.0,15.0,0.16,0.21739,0.18182,0.25,0.16,0.24638,0.0,0.0,0.1,0.19231,0.75,0.59615,0.15,0.21154,0.2,0.22899,0.1,0.1,0.7,0.67101,1.0,0.33333,0.22222,0.2625,0.55556,0.1875,0.22222,0.55,NYM,6,0,30%,196,3,6,33%,2,6,1,0,0,0,2,1,3,0,1,0,2,14,53%,17,11,6,6,1,5,13,3,8,889
-131,Young,Eric,124695,youne001,younger01,716,R,23.0,87.0,19.0,81.0,1.0,0.0,19,1.0,3.0,0.0,1.0,0.0,7,5.0,4,3.0,2.0,0.0,2,19,9,34,1,15,1,0,7,1.0,13.0,2,22,14,48,2,22,1.0,24.0,0.05263,0.2963,0.26087,0.37931,0.05263,0.39506,0.0,0.05263,0.16667,0.27941,0.75,0.5,0.08333,0.22059,0.2,0.29876,0.1,0.14814,0.7,0.5531,1.0,0.54167,0.11111,0.23913,0.77778,0.15217,0.11111,0.6087,LAD,12,0,41%,236,42,13,76%,34,12,8,1,0,0,3,2,8,3,3,1,1,16,48%,29,17,12,1,1,0,26,10,15,716
-132,Veras,Quilvio,123700,veraq001,verasqu01,1013404,S,21.0,89.0,20.0,76.0,0.0,0.0,19,5.0,3.0,1.0,1.0,0.0,15,1.0,5,2.0,0.0,1.0,8,15,7,39,3,13,0,1,0,3.0,12.0,9,18,14,46,9,29,6.0,23.0,0.3,0.30263,0.38095,0.42697,0.35,0.36842,0.0,0.0,0.44444,0.22388,0.38889,0.58209,0.16667,0.19403,0.25,0.26579,0.1,0.1,0.65,0.63421,0.5,0.52174,0.28125,0.19355,0.4375,0.15054,0.28125,0.65591,SDP,7,0,33%,262,24,9,73%,18,9,6,0,0,0,1,0,2,1,0,0,1,22,56%,41,18,23,10,6,4,15,4,10,1013404
-133,Finley,Steve,114135,finls001,finlest01,54,L,37.0,80.0,36.0,74.0,2.0,0.0,7,0.0,4.0,4.0,1.0,0.0,8,1.0,8,7.0,0.0,0.0,9,22,12,24,2,7,1,1,1,0.0,2.0,10,31,24,43,6,12,4.0,14.0,0.11111,0.18919,0.13514,0.275,0.22222,0.35135,0.0,0.09091,0.3913,0.41509,0.52174,0.45283,0.08696,0.13208,0.31111,0.36216,0.16667,0.24324,0.52222,0.3946,0.0,0.14286,0.25,0.36047,0.6,0.27907,0.15,0.36046,SDP,3,0,42%,237,12,3,80%,12,3,0,0,0,0,0,0,8,3,1,2,2,16,53%,26,17,9,12,6,6,17,2,14,54
-134,Gwynn,Tony,115270,gwynt001,gwynnto01,1005166,L,33.0,61.0,37.0,58.0,0.0,3.0,17,6.0,2.0,0.0,0.0,0.0,6,0.0,2,0.0,1.0,0.0,12,14,12,16,6,18,1,3,0,1.0,4.0,14,19,21,35,11,15,9.0,19.0,0.24324,0.32759,0.27273,0.42623,0.48649,0.36207,0.25,0.0,0.4,0.29167,0.4,0.33333,0.2,0.375,0.44325,0.23448,0.36487,0.1,0.19188,0.66552,0.11111,0.21053,0.30435,0.27536,0.45652,0.30435,0.23913,0.42029,SDP,9,0,29%,212,3,1,75%,3,1,0,0,0,0,2,1,2,1,1,0,0,9,39%,18,14,4,8,7,1,15,4,11,1005166
-135,Caminiti,Ken,111908,camik001,caminke01,1001863,S,32.0,67.0,33.0,61.0,4.0,1.0,6,3.0,1.0,1.0,0.0,0.0,7,2.0,11,7.0,1.0,0.0,13,23,6,18,2,6,0,3,0,2.0,3.0,7,18,16,34,7,7,5.0,11.0,0.15152,0.18033,0.21875,0.28358,0.27273,0.39344,0.07692,0.17391,0.61905,0.48936,0.28571,0.38298,0.09524,0.12766,0.32121,0.41311,0.18181,0.31967,0.49698,0.26722,0.4,0.27273,0.23333,0.30508,0.53333,0.27119,0.23334,0.42373,SDP,6,1,36%,164,6,2,75%,4,1,2,0,0,1,1,0,2,0,0,1,1,12,42%,29,18,11,8,5,3,15,7,8,1001863
-136,Vaughn,Greg,123675,vaugg001,vaughgr01,1233,R,26.0,72.0,23.0,69.0,2.0,2.0,10,1.0,1.0,1.0,2.0,0.0,6,3.0,12,2.0,0.0,0.0,12,12,6,22,1,11,0,2,0,0.0,4.0,11,28,11,30,11,28,4.0,15.0,0.17391,0.21739,0.26923,0.29167,0.47826,0.37681,0.16667,0.16667,0.63158,0.26667,0.31579,0.48889,0.05263,0.24444,0.50435,0.35942,0.39565,0.23913,0.1,0.40145,0.0,0.26667,0.33333,0.32558,0.33333,0.12791,0.33334,0.54651,SDP,7,0,33%,204,11,4,73%,6,3,4,1,1,0,1,1,4,2,1,0,1,12,55%,29,15,14,12,5,7,12,3,8,1233
-137,Clayton,Royce,112381,clayr001,claytro01,226,R,34.0,67.0,32.0,59.0,0.0,0.0,11,2.0,2.0,2.0,0.0,0.0,7,7.0,11,3.0,1.0,0.0,9,13,10,21,4,13,1,1,2,0.0,1.0,7,14,19,35,7,14,4.0,13.0,0.125,0.22034,0.32353,0.31343,0.1875,0.25424,0.0,0.0,0.3913,0.2766,0.43478,0.44681,0.17391,0.2766,0.2625,0.2339,0.1,0.1,0.6375,0.6661,0.0,0.07692,0.21212,0.22222,0.57576,0.30159,0.21212,0.47619,TOT,7,0,44%,213,24,11,69%,16,8,8,2,0,1,1,1,2,0,0,1,1,27,59%,25,11,14,8,5,3,16,4,12,226
-138,McGwire,Mark,118743,mcgwm001,mcgwima01,1008559,R,33.0,74.0,26.0,61.0,6.0,2.0,8,1.0,4.0,2.0,0.0,0.0,16,5.0,23,7.0,0.0,0.0,4,15,3,11,4,10,1,2,0,0.0,5.0,8,17,11,20,8,17,5.0,18.0,0.19231,0.29508,0.30303,0.45946,0.5,0.65574,0.5,0.4,0.36364,0.41667,0.27273,0.30556,0.36364,0.27778,0.50769,0.56066,0.39231,0.33934,0.1,0.1,0.0,0.27778,0.2963,0.31481,0.40741,0.2037,0.29629,0.48149,STL,3,0,24%,279,1,0,100%,1,0,0,0,0,0,0,0,6,2,1,1,2,9,27%,48,40,8,13,10,3,24,10,12,1008559
-139,Jordan,Brian,116747,jordb001,jordabr01,658,R,30.0,59.0,29.0,58.0,3.0,0.0,10,5.0,2.0,3.0,0.0,2.0,2,2.0,8,1.0,3.0,0.0,7,11,12,20,8,10,0,2,0,4.0,6.0,7,16,20,29,7,16,10.0,15.0,0.34483,0.25862,0.4,0.33898,0.58621,0.44828,0.0,0.27273,0.25926,0.26829,0.44444,0.4878,0.2963,0.2439,0.44138,0.38966,0.36207,0.28449,0.19655,0.32585,0.4,0.4,0.20588,0.2623,0.58824,0.32787,0.20588,0.40983,STL,5,0,37%,248,17,5,77%,13,4,4,1,0,0,2,2,5,0,3,1,1,19,56%,28,18,10,9,4,5,22,4,18,658
-140,Gant,Ron,114567,gantr001,gantro01,1032,R,27.0,40.0,24.0,37.0,2.0,2.0,2,2.0,3.0,0.0,0.0,0.0,3,3.0,9,5.0,0.0,0.0,6,9,6,13,6,2,0,1,0,1.0,2.0,9,12,12,11,9,12,4.0,7.0,0.16667,0.18919,0.25926,0.25,0.41667,0.43243,0.33333,0.22222,0.33333,0.375,0.33333,0.54167,0.33333,0.08333,0.45,0.44324,0.375,0.36486,0.175,0.1919,0.25,0.28571,0.3,0.34286,0.4,0.34286,0.3,0.31428,STL,3,0,29%,131,8,0,100%,7,0,1,0,0,0,0,0,5,0,2,1,2,12,25%,17,13,4,5,4,1,10,6,3,1032
-141,Gaetti,Gary,114508,gaetg001,gaettga01,1004422,R,35.0,55.0,30.0,52.0,0.0,2.0,9,4.0,6.0,2.0,0.0,0.0,6,6.0,6,1.0,1.0,0.0,4,12,15,15,8,9,1,0,0,4.0,5.0,10,17,18,23,10,17,8.0,15.0,0.26667,0.28846,0.4,0.4,0.53333,0.40385,0.5,0.0,0.14815,0.33333,0.55556,0.41667,0.2963,0.25,0.46666,0.31539,0.39999,0.17308,0.13335,0.51153,0.5,0.33333,0.26316,0.29825,0.47368,0.31579,0.26316,0.38596,TOT,6,0,26%,196,1,1,50%,1,1,0,0,0,0,1,1,4,1,2,0,1,5,41%,25,19,6,5,2,3,14,4,9,1004422
-142,Bell,Derek,110818,belld001,bellde01,1000801,R,23.0,91.0,21.0,90.0,2.0,3.0,18,6.0,7.0,3.0,0.0,0.0,6,4.0,21,2.0,0.0,0.0,4,10,6,30,4,19,0,2,0,5.0,13.0,9,27,10,43,9,27,12.0,27.0,0.57143,0.3,0.69565,0.36264,1.14286,0.44444,0.75,0.2,0.28571,0.16949,0.42857,0.50847,0.28571,0.32203,0.77143,0.34444,0.12857,0.21666,0.1,0.4389,0.41667,0.48148,0.32143,0.27835,0.35714,0.10309,0.32143,0.61856,HOU,10,0,39%,318,13,3,81%,10,1,3,2,0,0,2,1,6,1,3,1,1,21,39%,34,29,5,11,5,6,25,8,16,1000801
-143,Bagwell,Jeff,110432,bagwj001,bagweje01,547,R,22.0,92.0,22.0,81.0,2.0,1.0,9,6.0,3.0,1.0,0.0,0.0,17,2.0,14,2.0,0.0,0.0,4,14,7,23,4,12,1,2,0,2.0,6.0,6,26,11,35,6,26,8.0,14.0,0.36364,0.17284,0.45455,0.33696,0.54545,0.28395,0.25,0.14286,0.26667,0.28571,0.46667,0.46939,0.26667,0.2449,0.38181,0.31111,0.27271,0.16666,0.34548,0.52223,0.25,0.42857,0.26087,0.29885,0.47826,0.12644,0.26087,0.57471,HOU,7,0,37%,255,19,7,73%,13,7,6,0,0,0,2,1,6,2,0,1,3,21,46%,34,23,11,16,8,8,22,6,14,547
-144,Alou,Moises,110189,aloum001,aloumo01,261,R,20.0,72.0,21.0,73.0,4.0,0.0,8,1.0,2.0,2.0,1.0,0.0,11,2.0,14,4.0,0.0,0.0,6,16,6,16,2,12,1,2,0,1.0,6.0,3,30,9,26,3,30,3.0,15.0,0.14286,0.20548,0.25,0.36111,0.2381,0.42466,0.0,0.25,0.42857,0.36364,0.42857,0.36364,0.14286,0.27273,0.29524,0.41918,0.14286,0.32877,0.5619,0.25205,0.33333,0.4,0.2,0.34884,0.6,0.10465,0.2,0.54651,HOU,6,0,28%,246,11,3,79%,9,3,2,0,0,0,0,0,11,2,2,1,6,17,34%,41,29,12,15,10,5,20,9,9,261
-145,Mack,Shane,118090,macks001,macksh01,1007928,R,20.0,54.0,20.0,53.0,1.0,1.0,12,2.0,4.0,1.0,0.0,0.0,2,2.0,6,4.0,2.0,0.0,1,5,7,19,5,15,3,3,0,0.0,3.0,7,14,10,23,7,14,4.0,17.0,0.2,0.32075,0.3,0.38889,0.4,0.45283,1.0,0.2,0.07692,0.12821,0.53846,0.48718,0.38462,0.38462,0.4,0.33208,0.3,0.19812,0.3,0.4698,0.0,0.17647,0.29167,0.27451,0.41667,0.19608,0.29166,0.52941,TOT,2,0,33%,76,8,2,80%,7,2,1,0,0,0,0,0,1,0,0,1,0,5,62%,13,5,8,2,1,1,6,2,4,1007928
-146,Nixon,Otis,119812,nixoo001,nixonot01,1009608,S,21.0,71.0,22.0,72.0,0.0,0.0,14,2.0,0.0,1.0,0.0,0.0,5,0.0,6,2.0,0.0,0.0,3,16,12,30,3,7,3,0,4,2.0,6.0,8,7,13,38,8,27,3.0,14.0,0.13636,0.19444,0.14286,0.26761,0.18182,0.19444,0.0,0.0,0.16667,0.30189,0.66667,0.56604,0.16667,0.13208,0.24546,0.2,0.1,0.1,0.65454,0.7,0.66667,0.42857,0.27586,0.09722,0.44828,0.18056,0.27586,0.72222,MIN,12,0,39%,208,37,7,84%,28,6,9,1,0,0,3,0,6,2,1,1,2,15,45%,21,11,9,15,8,7,15,8,7,1009608
-147,Meares,Pat,118897,mearp001,mearepa01,1008712,R,27.0,69.0,27.0,66.0,2.0,1.0,11,4.0,6.0,2.0,0.0,0.0,4,1.0,11,4.0,1.0,1.0,5,14,8,14,6,16,1,3,0,1.0,1.0,11,18,13,35,11,18,7.0,19.0,0.25926,0.28788,0.33333,0.34783,0.44444,0.4697,0.2,0.14286,0.26316,0.31818,0.42105,0.31818,0.31579,0.36364,0.38518,0.38182,0.27777,0.27273,0.33705,0.34545,0.14286,0.05263,0.31429,0.25352,0.37143,0.1831,0.31428,0.56338,MIN,6,0,29%,200,7,4,64%,7,4,0,0,0,0,0,0,4,3,0,0,1,10,49%,29,20,9,2,1,1,22,5,16,1008712
-148,Molitor,Paul,119236,molip001,molitpa01,1009040,R,30.0,78.0,28.0,82.0,1.0,0.0,9,7.0,2.0,0.0,1.0,0.0,4,2.0,4,2.0,0.0,0.0,8,23,14,36,3,6,1,3,2,2.0,4.0,5,18,20,55,5,18,7.0,13.0,0.25,0.15854,0.3,0.21795,0.25,0.2439,0.0,0.04348,0.32,0.35385,0.56,0.55385,0.12,0.09231,0.2,0.28536,0.1,0.12804,0.7,0.5866,0.28571,0.30769,0.16667,0.1978,0.66667,0.21978,0.16666,0.58242,MIN,8,0,39%,222,9,2,82%,6,2,2,0,1,0,0,0,3,0,2,0,1,15,55%,36,21,15,13,5,8,27,6,19,1009040
-149,Ortiz,David,120074,ortid001,ortizda01,745,L,27.0,57.0,22.0,53.0,3.0,1.0,7,3.0,3.0,2.0,0.0,0.0,5,3.0,15,5.0,0.0,2.0,4,10,7,12,3,11,1,1,0,1.0,4.0,2,16,12,21,5,4,6.0,13.0,0.27273,0.24528,0.40741,0.31579,0.5,0.4717,0.25,0.3,0.28571,0.30303,0.5,0.36364,0.21429,0.33333,0.42727,0.42642,0.34091,0.33963,0.23182,0.23395,0.16667,0.30769,0.10526,0.39024,0.63158,0.29268,0.26316,0.31708,MIN,3,0,34%,120,1,0,100%,1,0,0,0,0,0,0,0,2,0,1,1,0,4,53%,18,11,7,5,2,3,9,2,7,745
-150,Coomer,Ron,112641,coomr001,coomero01,816,R,29.0,71.0,31.0,71.0,1.0,2.0,12,3.0,4.0,4.0,0.0,0.0,3,0.0,10,1.0,0.0,0.0,9,19,16,29,3,10,5,2,0,3.0,5.0,7,17,21,33,7,17,9.0,17.0,0.29032,0.23944,0.31034,0.28169,0.6129,0.33803,0.22222,0.05263,0.32143,0.32759,0.57143,0.5,0.10714,0.17241,0.52258,0.29859,0.37742,0.14789,0.1,0.55352,0.33333,0.29412,0.2,0.25373,0.6,0.31343,0.2,0.43284,MIN,11,0,26%,224,2,2,50%,2,2,0,0,0,0,1,1,7,0,3,2,2,9,26%,31,23,6,13,9,2,14,6,7,816
-151,Steinbach,Terry,122722,steit001,steinte01,1012473,R,24.0,49.0,20.0,42.0,0.0,0.0,10,0.0,2.0,3.0,0.0,0.0,8,4.0,9,4.0,2.0,0.0,4,7,9,13,4,8,0,2,0,0.0,5.0,4,8,15,17,4,8,3.0,12.0,0.15,0.28571,0.29167,0.44898,0.3,0.33333,0.0,0.0,0.23529,0.25,0.52941,0.46429,0.23529,0.28571,0.35,0.24762,0.225,0.1,0.425,0.65238,0.0,0.41667,0.17391,0.24242,0.65217,0.45455,0.17392,0.30303,MIN,2,0,24%,153,0,1,0%,0,1,0,0,0,0,0,0,6,1,3,1,1,7,47%,19,13,6,9,3,5,10,3,7,1012473
+0,Rodriguez,Ivan,121358.0,rodri001,rodriiv01,1275.0,R,27.0,71.0,23.0,70.0,1,1,13,8,7,2,0.0,0.0,7,3,12,3,1,1,7,11,9,21,3,19,1,1,0,5,3,7,19,13,35,7,19,11.0,21.0,0.47826,0.3,0.55556,0.40845,0.69565,0.44286,0.14286,0.09091,0.36842,0.21569,0.47368,0.41176,0.15789,0.37255,0.41739,0.34286,0.32608,0.21429,0.25653,0.44285,0.45455,0.14286,0.25926,0.26027,0.48148,0.17808,0.25926,0.56165,TEX,5,0,34%,226,9,0,100%,6,0,3,0,0,0,1,0,7,1,3,2,1,15,45%,35,25,9,8,4,4,17,3,14,1275.0

exceptions.py

@@ -0,0 +1,13 @@
+import logging
+from typing import Literal
+
+def log_exception(e: Exception, msg: str = '', level: Literal['debug', 'error', 'info', 'warn'] = 'error'):
+    if level == 'debug':
+        logging.debug(msg, stack_info=True)
+    elif level == 'error':
+        logging.error(msg, stack_info=True)
+    elif level == 'info':
+        logging.info(msg, stack_info=True)
+    else:
+        logging.warning(msg, stack_info=True)
+    raise e(msg)

pitching_stats.csv

@@ -1,146 +1,2 @@
 ,last_name,use_name,key_mlbam,key_retro,key_bbref,key_fangraphs,pitch_hand,TBF_vL,TBF_vR,AB_vL,AB_vR,HR_vR,HR_vL,1B_vR,1B_vL,2B_vR,2B_vL,3B_vR,3B_vL,BB_vR,BB_vL,SO_vR,SO_vL,HBP_vR,HBP_vL,IBB_vL,IBB_vR,FB_vL,FB_vR,GB_vL,GB_vR,LD_vL,LD_vR,H_vL,H_vR,AVG_vL,AVG_vR,OBP_vL,OBP_vR,SLG_vL,SLG_vR,HR/FB_vL,HR/FB_vR,Hard%_vL,Hard%_vR,Med%_vL,Med%_vR,Soft%_vL,Soft%_vR,FB%_vL,FB%_vR,GB%_vL,GB%_vR,Oppo%_vL,Oppo%_vR,Tm,GF,SHO,SV,IP,BK,WP,Unnamed: 0,player,age,team_ID,lg_ID,G,GS,CG,Inn_def,chances,PO,A,E_def,DP_def,fielding_perc,range_factor_per_nine,range_factor_per_game,SB,CS,caught_stealing_perc,pickoffs,balk,wild_pitch,hold,starter_rating,relief_rating,closer_rating,batting
-0,Finley,Chuck,114133,finlc001,finlech01,384,l,50.0,135,43,126,2.0,0.0,15.0,12.0,5.0,0.0,0.0,0.0,11.0,6.0,32,12.0,0.0,1.0,0.0,0.0,7,33,17,42,21,0,12.0,22.0,0.27907,0.1746,0.38,0.24444,0.27907,0.2619,0.0,0.06061,0.2,0.2873,0.1,0.13095,0.7,0.58175,0.15556,0.44,0.37778,0.56,0.22,0.23704,ANA,0,1,0,223.1,0,8,finlech01,Chuck Finley,35,ANA,AL,34,34,1,223.1,40,13,24,3,4,0.925,1.49,1.09,27,15,36%,2,0,7,-3,7,1,,#1WL-C
-1,Pettitte,Andy,120485,petta001,pettian01,840,l,39.0,124,38,113,1.0,0.0,23.0,8.0,6.0,0.0,0.0,0.0,13.0,1.0,19,14.0,2.0,1.0,0.0,0.0,7,13,11,42,31,0,8.0,30.0,0.21053,0.26549,0.25641,0.3629,0.21053,0.34513,0.0,0.07692,0.2,0.27964,0.1,0.11946,0.7,0.6009,0.14286,0.23636,0.22449,0.76364,0.17949,0.14516,NYY,0,0,0,216.1,0,5,pettian01,Andy Pettitte,26,NYY,AL,33,32,5,216.1,49,11,37,1,5,0.98,2.0,1.45,17,6,26%,6,0,5,-3,7,1,,#1WL-C
-2,Hill,Ken,115941,hillk001,hillke01,1005827,r,98.0,60,90,57,0.0,0.0,12.0,11.0,2.0,12.0,0.0,1.0,2.0,8.0,10,9.0,0.0,1.0,0.0,0.0,28,13,34,26,0,20,24.0,14.0,0.26667,0.24561,0.33673,0.26667,0.42222,0.2807,0.0,0.0,0.35555,0.23509,0.23332,0.1,0.41113,0.66491,0.45161,0.22034,0.54839,0.44068,0.20408,0.13333,ANA,0,0,0,103.0,0,3,hillke01,Ken Hill,32,ANA,AL,19,19,0,103.0,34,14,20,0,3,1.0,2.97,1.79,20,9,31%,1,0,6,-3,5,1,,#1WR-C
-3,Wells,David,124071,welld001,wellsda01,855,l,33.0,128,33,125,6.0,3.0,12.0,5.0,6.0,0.0,0.0,0.0,9.0,2.0,27,2.0,0.0,0.0,0.0,0.0,14,25,8,38,21,0,8.0,24.0,0.24242,0.192,0.30303,0.25781,0.51515,0.384,0.21429,0.24,0.47273,0.392,0.4091,0.288,0.11817,0.32,0.32558,0.39683,0.18605,0.60317,0.33333,0.17188,NYY,0,5,0,214.1,0,2,wellsda01,David Wells,35,NYY,AL,30,30,8,214.1,38,8,27,3,1,0.921,1.47,1.17,9,7,44%,0,0,2,-2,7,1,,#1WL-C
-4,Nelson,Jeff,119704,nelsj001,nelsoje01,1092,r,25.0,44,21,39,0.0,0.0,8.0,5.0,1.0,2.0,1.0,0.0,4.0,1.0,8,4.0,2.0,2.0,1.0,0.0,6,5,7,13,0,11,7.0,10.0,0.33333,0.25641,0.44,0.36364,0.42857,0.33333,0.0,0.0,0.29524,0.27692,0.14286,0.11538,0.5619,0.6077,0.46154,0.17241,0.53846,0.44828,0.16,0.09091,NYY,13,0,3,40.1,0,2,nelsoje01,Jeff Nelson,31,NYY,AL,45,0,0,40.1,12,3,9,0,0,1.0,2.68,0.27,5,1,17%,0,0,10,4,1,1,1.0,#1WR-C
-5,McDowell,Jack,118656,mcdoj001,mcdowja01,1008473,r,75.0,52,72,51,3.0,2.0,10.0,8.0,6.0,3.0,0.0,0.0,1.0,7.0,7,17.0,0.0,0.0,0.0,0.0,13,15,27,12,0,19,13.0,19.0,0.18056,0.37255,0.26667,0.38462,0.30556,0.66667,0.15385,0.2,0.325,0.49412,0.1875,0.40588,0.4875,0.1,0.325,0.32609,0.675,0.26087,0.2,0.25,ANA,0,0,0,76.0,0,2,mcdowja01,Jack McDowell,32,ANA,AL,14,14,0,76.0,15,3,12,0,1,1.0,1.78,1.07,7,5,42%,2,0,5,-3,5,1,,#1WR-C
-6,Burba,Dave,111692,burbd001,burbada01,1239,r,86.0,70,78,65,1.0,2.0,7.0,10.0,3.0,5.0,1.0,1.0,6.0,6.0,11,16.0,0.0,1.0,1.0,0.0,23,22,25,23,0,17,18.0,12.0,0.23077,0.18462,0.30233,0.25714,0.39744,0.30769,0.08696,0.04545,0.36667,0.32307,0.25001,0.18461,0.38332,0.49232,0.47917,0.35484,0.52083,0.37097,0.23256,0.14286,CLE,0,0,0,203.2,0,6,burbada01,Dave Burba,31,CLE,AL,32,31,0,203.2,43,15,26,2,4,0.953,1.81,1.28,12,5,29%,0,0,6,-1,6,1,,#1WR-C
-7,Mesa,Jose,118986,mesaj001,mesajo01,961,r,24.0,46,25,46,2.0,1.0,4.0,3.0,4.0,0.0,0.0,0.0,4.0,0.0,11,4.0,1.0,0.0,1.0,0.0,5,8,8,17,0,9,4.0,10.0,0.16,0.21739,0.20833,0.32609,0.28,0.43478,0.2,0.25,0.32,0.41739,0.18,0.32609,0.5,0.25652,0.38462,0.23529,0.61538,0.5,0.375,0.13043,2TM,36,0,1,84.2,0,10,mesajo01,José Mesa,32,TOT,MLB,76,0,0,84.2,18,5,11,2,1,0.889,1.7,0.21,2,2,50%,0,0,20,-3,1,1,2.0,#1WR-C
-8,Watson,Allen,123982,watsa001,watsoal01,1013675,l,35.0,85,35,79,4.0,1.0,17.0,4.0,6.0,5.0,1.0,0.0,5.0,2.0,10,9.0,1.0,0.0,0.0,0.0,5,20,12,37,16,0,10.0,28.0,0.28571,0.35443,0.34286,0.4,0.51429,0.60759,0.2,0.2,0.42858,0.45316,0.34287,0.37974,0.22855,0.1671,0.15152,0.35088,0.36364,0.64912,0.2,0.23529,ANA,4,0,0,92.1,1,6,watsoal01,Allen Watson,27,ANA,AL,28,14,1,92.1,19,4,15,0,0,1.0,1.85,0.68,18,4,18%,2,1,13,-3,3,2,,#1WL-C
-9,Colon,Bartolo,112526,colob001,colonba01,375,r,71.0,53,68,48,0.0,4.0,6.0,9.0,1.0,6.0,0.0,0.0,6.0,5.0,16,10.0,0.0,1.0,0.0,0.0,17,6,26,18,0,15,19.0,7.0,0.27941,0.14583,0.35211,0.24528,0.54412,0.16667,0.23529,0.0,0.46471,0.22084,0.39707,0.1,0.13822,0.67916,0.39535,0.15385,0.60465,0.46154,0.19718,0.18868,CLE,0,2,0,204.0,0,4,colonba01,Bartolo Colón,25,CLE,AL,31,31,6,204.0,48,13,34,1,1,0.979,2.07,1.52,7,1,13%,0,0,4,6,7,1,,#1WR-C
-10,Nagy,Charles,119640,nagyc001,nagych01,397,r,86.0,76,85,75,4.0,6.0,16.0,8.0,2.0,3.0,0.0,0.0,6.0,4.0,10,15.0,0.0,1.0,1.0,0.0,19,17,34,29,0,27,17.0,22.0,0.2,0.29333,0.26744,0.36842,0.44706,0.48,0.31579,0.23529,0.44706,0.38667,0.37059,0.28001,0.18235,0.33332,0.35849,0.23288,0.64151,0.39726,0.18605,0.13158,CLE,0,0,0,210.1,0,3,nagych01,Charles Nagy,31,CLE,AL,33,33,2,210.1,65,17,46,2,4,0.969,2.7,1.91,21,9,30%,1,0,3,-3,6,1,,#1WR-C
-11,Martinez,Pedro,118377,martp001,martipe02,200,r,92.0,70,87,68,1.0,2.0,8.0,12.0,2.0,3.0,0.0,0.0,5.0,5.0,28,29.0,0.0,1.0,1.0,0.0,17,14,13,14,0,31,17.0,11.0,0.1954,0.16176,0.26087,0.22857,0.29885,0.23529,0.11765,0.07143,0.30345,0.27353,0.15518,0.1103,0.54137,0.61617,0.56667,0.23729,0.43333,0.23729,0.13043,0.15714,BOS,0,2,0,233.2,0,9,martipe02,Pedro Martinez,26,BOS,AL,33,33,3,233.2,33,11,18,4,3,0.879,1.12,0.88,14,6,30%,1,0,8,-3,7,1,,#1WR-C
-12,Wakefield,Tim,123801,waket001,wakefti01,219,r,83.0,91,80,89,2.0,4.0,8.0,15.0,3.0,9.0,0.0,0.0,5.0,4.0,17,10.0,2.0,0.0,0.0,0.0,26,24,17,18,0,37,28.0,13.0,0.35,0.14607,0.38554,0.21978,0.6125,0.24719,0.15385,0.08333,0.4625,0.30112,0.39375,0.15168,0.14375,0.5472,0.60465,0.3038,0.39535,0.22785,0.27711,0.15385,BOS,1,0,0,216.0,1,6,wakefti01,Tim Wakefield,31,BOS,AL,36,33,2,216.0,42,16,23,3,1,0.929,1.63,1.08,24,8,25%,0,0,6,0,6,1,,#1WR-C
-13,Lowe,Derek,117955,lowed001,lowede01,199,r,51.0,49,51,49,0.0,1.0,4.0,8.0,1.0,3.0,0.0,0.0,3.0,3.0,14,6.0,1.0,0.0,1.0,0.0,8,4,20,21,0,17,12.0,5.0,0.23529,0.10204,0.31373,0.18367,0.35294,0.12245,0.125,0.0,0.31765,0.22041,0.17647,0.1,0.50588,0.67959,0.28571,0.09524,0.71429,0.5,0.19608,0.04082,BOS,8,0,4,123.0,0,8,lowede01,Derek Lowe,25,BOS,AL,63,10,0,123.0,40,12,24,4,4,0.9,2.63,0.57,17,5,23%,0,0,13,0,2,1,0.0,#1WR-C
-14,Saunders,Tony,121711,saunt001,saundto01,1011463,l,27.0,87,28,78,1.0,0.0,12.0,4.0,1.0,4.0,0.0,3.0,13.0,1.0,20,3.0,1.0,0.0,0.0,1.0,10,16,11,18,16,0,11.0,14.0,0.39286,0.17949,0.44444,0.33333,0.75,0.23077,0.0,0.0625,0.55714,0.25128,0.34286,0.1,0.1,0.64872,0.27027,0.47059,0.2973,0.52941,0.14815,0.17241,TBD,0,0,0,192.1,1,2,saundto01,Tony Saunders,24,TBD,AL,31,31,2,192.1,31,12,18,1,4,0.968,1.4,0.97,13,10,43%,1,0,2,-3,6,1,,#1WL-C
-15,Alvarez,Wilson,110209,alvaw001,alvarwi01,1193,l,26.0,101,23,97,1.0,0.0,17.0,2.0,2.0,2.0,0.0,0.0,8.0,3.0,20,4.0,1.0,1.0,0.0,0.0,5,26,6,28,16,0,4.0,20.0,0.17391,0.20619,0.30769,0.28713,0.26087,0.25773,0.0,0.03846,0.28696,0.25154,0.13044,0.1,0.5826,0.64846,0.18519,0.48148,0.22222,0.51852,0.23077,0.16832,TBD,0,0,0,142.2,0,4,alvarwi01,Wilson Ãlvarez,28,TBD,AL,25,25,0,142.2,11,5,6,0,1,1.0,0.69,0.44,3,5,63%,0,0,6,-4,6,1,,#1WL-C
-16,Arrojo,Rolando,134361,arror001,arrojro01,174,r,88.0,64,83,63,0.0,3.0,10.0,18.0,0.0,5.0,1.0,1.0,1.0,6.0,13,10.0,2.0,2.0,0.0,0.0,14,10,37,24,0,30,27.0,11.0,0.3253,0.1746,0.39773,0.21875,0.51807,0.20635,0.21429,0.0,0.39277,0.23175,0.28916,0.1,0.31807,0.66825,0.27451,0.15625,0.72549,0.375,0.28409,0.14062,TBD,0,2,0,202.0,1,3,arrojro01,Rolando Arrojo,32,TBD,AL,32,32,2,202.0,61,17,40,4,5,0.934,2.54,1.78,17,10,37%,1,0,3,-3,6,1,,#1WR-C
-17,Drabek,Doug,113538,drabd001,drabedo01,1003473,r,49.0,50,49,47,3.0,3.0,10.0,7.0,0.0,1.0,0.0,1.0,4.0,3.0,6,5.0,0.0,0.0,0.0,0.0,14,19,20,12,0,11,12.0,13.0,0.2449,0.2766,0.30612,0.34,0.4898,0.46809,0.21429,0.15789,0.4449,0.39149,0.36735,0.28724,0.18775,0.32127,0.41176,0.45238,0.58824,0.28571,0.22449,0.16,BAL,1,0,0,108.2,0,1,drabedo01,Doug Drabek,35,BAL,AL,23,21,1,108.2,24,8,15,1,1,0.958,1.9,1.0,16,3,16%,1,0,2,-3,5,1,,#1WR-C
-18,Erickson,Scott,113884,erics001,ericksc01,137,r,99.0,67,100,69,3.0,0.0,11.0,17.0,1.0,8.0,0.0,0.0,2.0,7.0,13,11.0,1.0,0.0,1.0,0.0,5,12,53,29,0,29,25.0,15.0,0.25,0.21739,0.33333,0.26866,0.33,0.36232,0.0,0.25,0.28,0.34493,0.12,0.21739,0.6,0.43768,0.08621,0.17143,0.91379,0.41429,0.16162,0.1791,BAL,0,2,0,251.1,0,4,ericksc01,Scott Erickson,30,BAL,AL,36,36,11,251.1,77,23,51,3,5,0.961,2.65,2.06,28,7,20%,1,0,3,-3,7,1,,#1WR-C
-19,Benes,Andy,110854,benea001,benesan01,1144,r,108.0,81,97,70,3.0,5.0,13.0,11.0,1.0,9.0,0.0,0.0,6.0,8.0,10,11.0,2.0,0.0,1.0,1.0,29,10,33,37,0,20,25.0,17.0,0.25773,0.24286,0.31481,0.32099,0.50515,0.38571,0.17241,0.3,0.44742,0.34285,0.37113,0.21427,0.18145,0.44288,0.46774,0.14925,0.53226,0.55224,0.24074,0.14815,ARI,0,0,0,231.1,1,9,benesan01,Andy Benes,30,ARI,NL,34,34,1,231.1,48,23,25,0,2,1.0,1.87,1.41,24,11,31%,0,0,8,-1,7,1,,#1WR-C
-20,Kile,Darryl,117046,kiled001,kileda01,1163,r,105.0,86,99,82,5.0,1.0,7.0,19.0,0.0,4.0,0.0,0.0,9.0,13.0,14,15.0,1.0,0.0,0.0,0.0,18,13,31,29,0,35,24.0,12.0,0.24242,0.14634,0.35238,0.25581,0.31313,0.32927,0.05556,0.38462,0.27071,0.38293,0.10607,0.2744,0.62322,0.34267,0.36735,0.16883,0.63265,0.37662,0.2,0.15116,COL,1,1,0,230.1,0,12,kileda01,Darryl Kile,29,COL,NL,36,35,4,230.1,57,22,32,3,1,0.947,2.11,1.5,15,5,25%,0,0,10,0,6,1,,#1WR-C
-21,Blair,Willie,111060,blaiw001,blairwi01,1001033,r,82.0,70,74,69,5.0,2.0,16.0,8.0,4.0,5.0,0.0,0.0,2.0,8.0,11,6.0,1.0,0.0,0.0,0.0,26,13,27,26,0,16,15.0,25.0,0.2027,0.36232,0.28049,0.4,0.35135,0.63768,0.07692,0.38462,0.34865,0.47536,0.22298,0.41304,0.42837,0.1116,0.49057,0.23636,0.50943,0.47273,0.2561,0.14286,2TM,2,0,0,175.1,0,6,blairwi01,Willie Blair,32,TOT,MLB,34,25,0,175.1,46,10,35,1,3,0.978,2.31,1.32,17,11,39%,0,0,7,-2,5,4,,#1WR-C
-22,Thomson,John,123307,thomj005,thomsjo01,453,r,57.0,59,59,55,2.0,0.0,15.0,7.0,1.0,3.0,1.0,0.0,4.0,4.0,10,9.0,1.0,0.0,0.0,0.0,10,13,24,15,0,20,10.0,19.0,0.16949,0.34545,0.24561,0.40678,0.22034,0.50909,0.0,0.15385,0.25085,0.36364,0.1,0.24546,0.64915,0.3909,0.29412,0.27083,0.70588,0.3125,0.21053,0.23729,COL,0,0,0,161.0,2,4,thomsjo01,John Thomson,24,COL,NL,26,26,2,161.0,30,15,15,0,3,1.0,1.68,1.15,10,3,23%,1,1,5,-3,6,1,,#1WR-C
-23,Anderson,Brian,110230,andeb002,anderbr02,44,l,21.0,98,22,98,4.0,0.0,17.0,2.0,3.0,3.0,0.0,0.0,2.0,0.0,16,0.0,0.0,0.0,0.0,0.0,6,25,8,24,22,0,5.0,24.0,0.22727,0.2449,0.2381,0.26531,0.36364,0.39796,0.0,0.16,0.33637,0.35306,0.20456,0.22959,0.45907,0.41735,0.16667,0.5102,0.22222,0.4898,0.28571,0.2449,ARI,0,1,0,208.0,6,3,anderbr02,Brian Anderson,26,ARI,NL,32,32,2,208.0,59,11,46,2,4,0.966,2.47,1.78,4,9,69%,9,1,3,-5,6,1,,#1WL-C
-24,Astacio,Pedro,110359,astap001,astacpe01,862,r,88.0,68,77,66,3.0,1.0,12.0,7.0,5.0,4.0,1.0,0.0,4.0,14.0,12,16.0,3.0,2.0,0.0,0.0,9,9,35,24,0,25,12.0,21.0,0.15584,0.31818,0.31818,0.41176,0.24675,0.56061,0.11111,0.33333,0.29091,0.44243,0.13636,0.36365,0.57273,0.19392,0.20455,0.15517,0.79545,0.41379,0.17045,0.11765,COL,0,0,0,209.1,0,2,astacpe01,Pedro Astacio,29,COL,NL,35,34,0,209.1,53,22,31,0,3,1.0,2.28,1.51,15,7,32%,0,0,2,-1,6,1,,#1WR-C
-25,DeJean,Mike,113211,dejem001,dejeami01,682,r,21.0,40,22,35,2.0,0.0,5.0,2.0,3.0,1.0,1.0,0.0,6.0,0.0,1,3.0,1.0,0.0,0.0,0.0,4,5,13,20,0,5,3.0,11.0,0.13636,0.31429,0.14286,0.45,0.18182,0.62857,0.0,0.4,0.24546,0.51428,0.1,0.38572,0.65454,0.1,0.23529,0.16667,0.76471,0.66667,0.28571,0.125,COL,9,0,2,74.1,0,3,dejeami01,Mike DeJean,27,COL,NL,59,1,0,74.1,12,6,6,0,3,1.0,1.45,0.2,5,6,55%,0,0,8,-3,1,1,0.0,#1WR-C
-26,Suppan,Jeff,122987,suppj001,suppaje01,633,r,54.0,55,53,56,4.0,2.0,12.0,6.0,1.0,2.0,0.0,1.0,3.0,4.0,10,9.0,0.0,0.0,0.0,0.0,10,12,20,19,0,17,11.0,17.0,0.20755,0.30357,0.27778,0.36364,0.39623,0.53571,0.2,0.33333,0.38868,0.43214,0.28302,0.34821,0.3283,0.21965,0.33333,0.25,0.66667,0.39583,0.16667,0.07273,2TM,2,0,0,78.2,0,2,suppaje01,Jeff Suppan,23,TOT,MLB,17,14,1,78.2,25,7,18,0,2,1.0,2.86,1.47,5,4,44%,0,0,5,-2,5,4,,#1WR-C
-27,Gardner,Mark,114610,gardm001,gardnma01,1004529,r,40.0,77,38,73,4.0,0.0,10.0,5.0,5.0,4.0,1.0,1.0,5.0,3.0,14,7.0,0.0,0.0,1.0,1.0,6,7,12,24,0,20,10.0,20.0,0.26316,0.27397,0.35,0.33766,0.42105,0.53425,0.0,0.57143,0.35789,0.46028,0.23683,0.39042,0.40528,0.1493,0.33333,0.13725,0.66667,0.47059,0.225,0.18182,SFG,0,2,0,212.0,1,5,gardnma01,Mark Gardner,36,SFG,NL,33,33,4,212.0,47,14,33,0,2,1.0,2.0,1.42,13,7,35%,1,0,5,-3,6,1,,#1WR-C
-28,Johnstone,John,116651,johnj006,johnsjo07,1006475,r,21.0,42,18,37,0.0,0.0,4.0,0.0,2.0,0.0,0.0,0.0,5.0,1.0,9,6.0,0.0,0.0,1.0,0.0,2,7,8,11,0,5,0.0,6.0,0.0,0.16216,0.09524,0.2619,0.0,0.21622,0.0,0.0,0.2,0.25406,0.1,0.1,0.7,0.64594,0.2,0.30435,0.8,0.47826,0.04762,0.11905,SFG,13,0,0,88.0,0,4,johnsjo07,John Johnstone,29,SFG,NL,70,0,0,88.0,13,8,5,0,0,1.0,1.33,0.19,12,3,20%,0,0,9,3,1,1,,#1WR-C
-29,Adamson,Joel,110069,adamj001,adamsjo02,1000056,l,20.0,78,17,69,4.0,0.0,9.0,5.0,2.0,0.0,0.0,0.0,9.0,2.0,13,1.0,2.0,1.0,0.0,0.0,5,18,8,23,9,0,5.0,15.0,0.29412,0.21739,0.4,0.33333,0.29412,0.42029,0.0,0.22222,0.2,0.4029,0.1,0.30435,0.7,0.29275,0.22727,0.43902,0.36364,0.56098,0.25,0.14103,ARI,0,0,0,23.0,0,0,adamsjo02,Joel Adamson,26,ARI,NL,5,5,0,23.0,5,0,4,1,0,0.8,1.57,0.8,1,2,67%,1,0,0,-5,5,1,,#1WL-C
-30,Darwin,Danny,113060,darwd001,darwida01,1002996,r,67.0,49,62,49,2.0,1.0,11.0,7.0,4.0,1.0,0.0,1.0,2.0,5.0,10,10.0,0.0,0.0,0.0,0.0,12,10,23,20,0,16,10.0,17.0,0.16129,0.34694,0.22388,0.38776,0.25806,0.55102,0.08333,0.2,0.29677,0.40408,0.14516,0.30612,0.55807,0.2898,0.34286,0.21739,0.65714,0.43478,0.22388,0.22449,SFG,2,0,0,148.2,0,4,darwida01,Danny Darwin,42,SFG,NL,33,25,0,148.2,36,10,24,2,1,0.944,2.06,1.03,10,7,41%,0,0,5,-2,4,3,,#1WR-C
-31,Estes,Shawn,113915,estes001,estessh01,873,l,21.0,121,21,114,2.0,0.0,17.0,5.0,4.0,0.0,0.0,0.0,17.0,1.0,25,3.0,1.0,0.0,0.0,2.0,3,17,8,40,22,0,5.0,23.0,0.2381,0.20175,0.28571,0.35537,0.2381,0.28947,0.0,0.11765,0.2,0.28772,0.1,0.13158,0.7,0.5807,0.09091,0.29825,0.24242,0.70175,0.33333,0.15702,SFG,0,1,0,149.1,1,6,estessh01,Shawn Estes,25,SFG,NL,25,25,1,149.1,35,6,27,2,0,0.943,1.99,1.32,7,3,30%,0,0,8,-1,6,1,,#1WL-C
-32,Medina,Rafael,133241,medir001,medinra01,1008716,r,39.0,53,36,48,1.0,0.0,9.0,7.0,3.0,2.0,1.0,2.0,4.0,7.0,7,4.0,0.0,0.0,0.0,2.0,6,16,14,11,0,20,11.0,14.0,0.30556,0.29167,0.46154,0.37736,0.47222,0.45833,0.0,0.0625,0.36666,0.36666,0.24999,0.24999,0.38335,0.38335,0.3,0.34043,0.7,0.23404,0.17949,0.15094,FLA,0,0,0,67.1,0,5,medinra01,Rafael Medina,23,FLA,NL,12,12,0,67.1,9,5,4,0,2,1.0,1.2,0.75,11,0,0%,0,0,15,9,6,1,,#1WR-C
-33,Sanchez,Jesus,133260,sancj001,sanchje01,1476,l,24.0,53,17,45,2.0,0.0,5.0,5.0,0.0,0.0,0.0,0.0,6.0,7.0,7,3.0,0.0,0.0,0.0,1.0,2,11,9,12,10,0,5.0,7.0,0.29412,0.15556,0.5,0.26415,0.29412,0.28889,0.0,0.18182,0.2,0.33333,0.1,0.19999,0.7,0.46668,0.09524,0.47826,0.42857,0.52174,0.125,0.28302,FLA,1,0,0,173.0,5,8,sanchje01,Jesús Sánchez,23,FLA,NL,35,29,0,173.0,42,6,34,2,4,0.952,2.08,1.14,8,11,58%,7,1,9,-3,5,4,,#1WL-C
-34,Larkin,Andy,117500,larka001,larkian01,1007345,r,44.0,49,38,49,1.0,1.0,6.0,7.0,1.0,0.0,1.0,0.0,2.0,8.0,5,7.0,0.0,0.0,1.0,1.0,9,10,13,25,0,7,8.0,9.0,0.21053,0.18367,0.38636,0.2449,0.28947,0.30612,0.11111,0.1,0.27894,0.32245,0.11841,0.18368,0.60265,0.49387,0.40909,0.2381,0.59091,0.59524,0.18182,0.2449,FLA,0,0,0,74.2,0,3,larkian01,Andy Larkin,24,FLA,NL,17,14,0,74.2,15,4,11,0,1,1.0,1.81,0.88,13,2,13%,0,0,8,6,4,3,,#1WR-C
-35,Heredia,Felix,115803,heref001,heredfe01,1304,l,33.0,47,33,43,1.0,0.0,7.0,2.0,4.0,1.0,0.0,1.0,9.0,2.0,7,8.0,1.0,0.0,0.0,0.0,5,12,11,6,15,0,4.0,12.0,0.12121,0.27907,0.18182,0.46809,0.21212,0.44186,0.0,0.08333,0.29091,0.36279,0.13637,0.24418,0.57272,0.39303,0.16129,0.66667,0.35484,0.33333,0.30303,0.17021,2TM,18,0,2,58.2,1,6,heredfe01,Félix Heredia,23,TOT,MLB,71,2,0,58.2,8,4,3,1,0,0.875,1.07,0.1,4,3,43%,0,1,20,-2,0,1,1.0,#1WL-C
-36,Meadows,Brian,132785,meadb001,meadobr01,998,r,74.0,76,75,77,0.0,1.0,12.0,14.0,1.0,4.0,2.0,0.0,3.0,3.0,10,6.0,0.0,0.0,1.0,0.0,17,12,24,33,0,31,19.0,15.0,0.25333,0.19481,0.31081,0.23684,0.34667,0.25974,0.05882,0.0,0.29334,0.26493,0.14001,0.1,0.56665,0.63507,0.41463,0.15789,0.58537,0.43421,0.22973,0.22368,FLA,0,0,0,174.1,1,5,meadobr01,Brian Meadows,22,FLA,NL,31,31,1,174.1,40,18,21,1,2,0.975,2.01,1.26,13,4,24%,0,0,6,0,6,1,,#1WR-C
-37,Hernandez,Livan,115817,hernl003,hernali01,1116,r,75.0,81,72,74,4.0,2.0,15.0,7.0,1.0,1.0,0.0,1.0,7.0,10.0,18,14.0,1.0,0.0,0.0,1.0,18,16,21,12,0,24,11.0,20.0,0.15278,0.27027,0.28,0.35802,0.27778,0.44595,0.11111,0.25,0.325,0.37568,0.1875,0.26352,0.4875,0.3608,0.46154,0.30769,0.53846,0.23077,0.24,0.16049,FLA,0,0,0,234.1,3,4,hernali01,Liván Hernández,23,FLA,NL,33,33,9,234.1,50,15,35,0,3,1.0,1.92,1.52,9,11,55%,3,1,3,-3,7,1,,#1WR-C
-38,Glavine,Tom,114849,glavt001,glavito02,90,l,23.0,107,24,101,0.0,2.0,17.0,2.0,6.0,0.0,0.0,0.0,7.0,1.0,20,5.0,0.0,0.0,0.0,0.0,3,19,9,44,17,0,4.0,23.0,0.16667,0.22772,0.21739,0.28037,0.41667,0.28713,0.66667,0.0,0.45,0.25941,0.375,0.1,0.175,0.64059,0.10345,0.30159,0.31034,0.69841,0.26087,0.18692,ATL,0,3,0,229.1,0,3,glavito02,Tom Glavine,32,ATL,NL,33,33,4,229.1,62,11,50,1,3,0.984,2.39,1.85,6,7,54%,0,0,3,-3,7,1,,#1WL-C
-39,Martinez,Dennis,118371,martd001,martide01,1008161,r,37.0,46,36,48,2.0,1.0,8.0,10.0,2.0,0.0,1.0,0.0,1.0,0.0,11,5.0,0.0,0.0,3.0,0.0,7,12,18,11,0,16,11.0,13.0,0.30556,0.27083,0.37838,0.30435,0.38889,0.47917,0.14286,0.16667,0.28333,0.40834,0.125,0.31251,0.59167,0.27915,0.28,0.30769,0.72,0.28205,0.24324,0.23913,ATL,11,1,2,91.0,0,2,martide01,Dennis Martínez,44,ATL,NL,53,5,1,91.0,23,6,16,1,2,0.957,2.18,0.42,7,2,22%,1,0,4,-3,2,1,0.0,#1WR-C
-40,Maddux,Greg,118120,maddg002,maddugr01,104,r,65.0,101,62,104,1.0,0.0,15.0,16.0,2.0,1.0,0.0,0.0,0.0,3.0,21,10.0,1.0,0.0,2.0,0.0,8,9,32,55,0,22,17.0,18.0,0.27419,0.17308,0.33846,0.18812,0.29032,0.22115,0.0,0.11111,0.21613,0.24807,0.1,0.1,0.68387,0.65193,0.2,0.10465,0.8,0.63953,0.33846,0.15842,ATL,0,5,0,251.0,0,4,maddugr01,Greg Maddux,32,ATL,NL,34,34,9,251.0,98,31,63,4,5,0.959,3.37,2.76,28,11,28%,0,0,3,-1,7,1,,#1WR-C
-41,Eldred,Cal,113793,eldrc001,eldreca01,1653,r,66.0,86,60,79,1.0,1.0,15.0,9.0,1.0,2.0,0.0,1.0,8.0,5.0,13,12.0,0.0,1.0,0.0,0.0,11,19,17,29,0,26,13.0,17.0,0.21667,0.21519,0.28788,0.2907,0.33333,0.26582,0.09091,0.05263,0.31666,0.25063,0.17499,0.1,0.50835,0.64937,0.39286,0.25676,0.60714,0.39189,0.13636,0.2093,MIL,0,0,0,133.0,0,6,eldreca01,Cal Eldred,30,MIL,NL,23,23,0,133.0,23,9,12,2,4,0.913,1.42,0.91,9,6,40%,1,0,9,-3,6,1,,#1WR-C
-42,Karl,Scott,116845,karls001,karlsc01,1006703,l,27.0,98,24,99,1.0,1.0,17.0,3.0,4.0,2.0,0.0,0.0,5.0,2.0,17,3.0,0.0,2.0,0.0,0.0,1,16,12,38,24,0,6.0,22.0,0.25,0.22222,0.37037,0.27551,0.45833,0.29293,1.0,0.0625,0.40833,0.27071,0.3125,0.10607,0.27917,0.62322,0.02703,0.2963,0.32432,0.7037,0.18519,0.19388,MIL,0,0,0,192.1,0,6,karlsc01,Scott Karl,26,MIL,NL,33,33,0,192.1,50,12,38,0,3,1.0,2.34,1.52,11,4,27%,1,0,6,-3,6,1,,#1WL-C
-43,Neagle,Denny,119673,neagd001,neaglde01,441,l,33.0,131,34,130,4.0,1.0,22.0,3.0,3.0,1.0,0.0,0.0,5.0,2.0,27,3.0,0.0,0.0,0.0,0.0,7,34,11,33,32,0,5.0,29.0,0.14706,0.22308,0.21212,0.25954,0.26471,0.33846,0.14286,0.11765,0.31765,0.31538,0.17647,0.17307,0.50588,0.51155,0.14,0.50746,0.22,0.49254,0.30303,0.24427,ATL,0,2,0,210.1,1,6,neaglde01,Denny Neagle,29,ATL,NL,32,31,5,210.1,24,4,20,0,0,1.0,1.03,0.75,8,4,33%,4,0,6,-3,7,1,,#1WL-C
-44,Grace,Mike,115008,gracm002,gracemi02,1004915,r,53.0,57,56,52,1.0,0.0,6.0,12.0,1.0,4.0,0.0,1.0,7.0,3.0,15,5.0,1.0,0.0,1.0,0.0,6,11,29,16,0,14,17.0,8.0,0.30357,0.15385,0.39623,0.2807,0.41071,0.23077,0.0,0.09091,0.30714,0.27692,0.16071,0.11538,0.53215,0.6077,0.17143,0.26829,0.82857,0.39024,0.16981,0.07018,PHI,1,0,0,90.1,1,1,gracemi02,Mike Grace,28,PHI,NL,21,15,0,90.1,12,1,11,0,0,1.0,1.2,0.57,5,1,17%,1,1,2,-3,4,3,,#1WR-C
-45,Millwood,Kevin,119154,millk004,millwke01,106,r,54.0,65,50,65,0.0,0.0,10.0,10.0,1.0,1.0,0.0,0.0,1.0,8.0,24,13.0,1.0,0.0,0.0,0.0,7,7,17,20,0,14,11.0,11.0,0.22,0.16923,0.35185,0.2,0.24,0.18462,0.0,0.0,0.22,0.21539,0.1,0.1,0.68,0.68461,0.29167,0.17073,0.70833,0.4878,0.11111,0.2,ATL,1,1,0,174.1,1,6,millwke01,Kevin Millwood,23,ATL,NL,31,29,3,174.1,26,9,16,1,1,0.962,1.29,0.81,7,5,42%,0,0,7,-2,6,1,,#1WR-C
-46,Green,Tyler,115095,greet002,greenty01,1005014,r,49.0,62,43,56,0.0,0.0,9.0,5.0,1.0,2.0,0.0,1.0,5.0,7.0,7,8.0,2.0,0.0,1.0,0.0,6,10,20,28,0,15,8.0,10.0,0.18605,0.17857,0.32653,0.27419,0.27907,0.19643,0.0,0.0,0.29302,0.21786,0.13953,0.1,0.56745,0.68214,0.23077,0.18868,0.76923,0.5283,0.18367,0.12903,PHI,0,0,0,159.1,0,8,greenty01,Tyler Green,28,PHI,NL,27,27,0,159.1,32,12,16,4,1,0.875,1.58,1.04,11,8,42%,2,0,10,-3,6,1,,#1WR-C
-47,Schilling,Curt,121811,schic002,schilcu01,73,r,85.0,94,81,88,2.0,2.0,10.0,9.0,0.0,2.0,0.0,1.0,7.0,5.0,33,32.0,0.0,0.0,0.0,0.0,17,4,19,33,0,22,14.0,12.0,0.17284,0.13636,0.22353,0.20213,0.2963,0.20455,0.11765,0.5,0.32346,0.26819,0.18519,0.10229,0.49135,0.62952,0.47222,0.0678,0.52778,0.55932,0.18824,0.1383,PHI,0,2,0,268.2,0,12,schilcu01,Curt Schilling,31,PHI,NL,35,35,15,268.2,53,18,33,2,3,0.962,1.71,1.46,10,5,33%,0,0,9,-1,8,1,,#1WR-C
-48,Lieber,Jon,117758,liebj001,liebejo01,287,r,67.0,59,58,57,0.0,7.0,7.0,8.0,2.0,2.0,0.0,0.0,3.0,7.0,16,11.0,1.0,0.0,1.0,1.0,17,11,20,16,0,15,17.0,9.0,0.2931,0.15789,0.37313,0.23729,0.68966,0.19298,0.41176,0.0,0.59656,0.23509,0.30344,0.1,0.1,0.66491,0.45946,0.2619,0.54054,0.38095,0.25373,0.18644,PIT,1,0,1,171.0,3,0,liebejo01,Jon Lieber,28,PIT,NL,29,28,2,171.0,29,12,17,0,1,1.0,1.53,1.0,7,6,46%,0,1,0,-2,6,1,,#1WR-C
-49,Peters,Chris,120454,petec001,peterch01,1010225,l,21.0,40,20,33,0.0,1.0,4.0,3.0,2.0,0.0,1.0,0.0,5.0,1.0,4,8.0,1.0,0.0,0.0,2.0,5,5,7,18,4,0,4.0,7.0,0.2,0.21212,0.2381,0.375,0.35,0.33333,0.2,0.0,0.35,0.32121,0.225,0.18182,0.425,0.49697,0.3125,0.21739,0.4375,0.78261,0.14286,0.125,PIT,7,0,1,148.0,1,4,peterch01,Chris Peters,26,PIT,NL,39,21,1,148.0,22,3,16,3,2,0.864,1.16,0.49,10,2,17%,0,0,5,4,4,3,0.0,#1WL-C
-50,Silva,Jose,122231,silvj001,silvajo01,354,r,64.0,61,55,60,0.0,1.0,11.0,14.0,3.0,2.0,0.0,1.0,2.0,8.0,13,10.0,0.0,0.0,1.0,0.0,16,10,18,25,0,22,18.0,14.0,0.32727,0.23333,0.42188,0.2623,0.45455,0.28333,0.0625,0.0,0.32728,0.25,0.19092,0.1,0.4818,0.65,0.47059,0.17544,0.52941,0.4386,0.20312,0.08197,PIT,0,0,0,100.1,2,2,silvajo01,José Silva,24,PIT,NL,18,18,1,100.1,21,3,18,0,1,1.0,1.88,1.17,7,3,30%,0,1,4,-1,6,1,,#1WR-C
-51,Cordova,Francisco,112681,cordf001,cordofr01,1002623,r,81.0,73,79,66,1.0,1.0,10.0,10.0,3.0,3.0,0.0,0.0,5.0,4.0,13,15.0,0.0,0.0,1.0,0.0,14,9,28,29,0,24,14.0,14.0,0.17722,0.21212,0.23457,0.26027,0.25316,0.30303,0.07143,0.11111,0.27594,0.29091,0.11391,0.13637,0.61015,0.57272,0.33333,0.14516,0.66667,0.46774,0.12346,0.13699,PIT,0,2,0,220.1,1,1,cordofr01,Francisco Córdova,26,PIT,NL,33,33,3,220.1,43,12,30,1,1,0.977,1.72,1.27,13,3,19%,3,0,1,-3,7,1,,#1WR-C
-52,Wright,Jamey,124604,wrigj001,wrighja01,715,r,48.0,64,47,59,1.0,0.0,14.0,5.0,4.0,3.0,0.0,1.0,11.0,4.0,6,6.0,0.0,0.0,0.0,0.0,8,9,22,22,0,18,9.0,19.0,0.19149,0.32203,0.27083,0.46875,0.29787,0.44068,0.0,0.11111,0.30638,0.31865,0.15957,0.17798,0.53405,0.50337,0.26667,0.18367,0.73333,0.44898,0.20833,0.1875,COL,0,0,0,206.1,3,6,wrighja01,Jamey Wright,23,COL,NL,34,34,1,206.1,56,18,36,2,5,0.964,2.36,1.59,21,7,25%,7,1,6,-3,6,1,,#1WR-C
-53,Hershiser,Orel,115861,herso001,hershor01,1005741,r,63.0,82,62,74,2.0,1.0,8.0,7.0,5.0,1.0,0.0,0.0,8.0,5.0,14,9.0,3.0,0.0,0.0,0.0,11,10,29,32,0,17,9.0,15.0,0.14516,0.2027,0.22222,0.31707,0.20968,0.35135,0.09091,0.2,0.26452,0.34865,0.1,0.22298,0.63548,0.42837,0.275,0.16949,0.725,0.54237,0.19048,0.12195,SFG,0,0,0,202.0,0,12,hershor01,Orel Hershiser,39,SFG,NL,34,34,0,202.0,58,21,36,1,3,0.983,2.54,1.68,9,3,25%,0,0,12,0,6,1,,#1WR-C
-54,Mussina,Mike,119608,mussm001,mussimi01,837,r,63.0,44,63,44,2.0,1.0,8.0,9.0,0.0,2.0,0.0,0.0,1.0,2.0,9,21.0,0.0,0.0,0.0,0.0,12,7,15,17,0,18,12.0,10.0,0.19048,0.22727,0.22222,0.25,0.26984,0.36364,0.08333,0.28571,0.27936,0.33637,0.11904,0.20456,0.6016,0.45907,0.44444,0.16667,0.55556,0.40476,0.20635,0.13636,BAL,0,2,0,206.1,0,10,mussimi01,Mike Mussina,29,BAL,AL,29,29,4,206.1,50,12,38,0,1,1.0,2.18,1.72,20,7,26%,0,0,10,0,7,1,,#1WR-C
-55,Belcher,Tim,110809,belct001,belchti01,1000789,r,71.0,71,66,64,1.0,3.0,10.0,11.0,3.0,2.0,0.0,0.0,6.0,7.0,14,6.0,3.0,0.0,0.0,0.0,20,14,25,18,0,17,16.0,14.0,0.24242,0.21875,0.32394,0.32394,0.40909,0.3125,0.15,0.07143,0.36667,0.29375,0.25001,0.14062,0.38332,0.56563,0.44444,0.28571,0.55556,0.36735,0.25352,0.16901,KCR,0,0,0,234.0,1,6,belchti01,Tim Belcher,36,KCR,AL,34,34,2,234.0,37,18,17,2,3,0.946,1.35,1.03,7,10,59%,0,0,5,-3,7,1,,#1WR-C
-56,Rosado,Jose,121443,rosaj001,rosadjo01,1011192,l,29.0,44,28,44,1.0,0.0,7.0,3.0,2.0,1.0,0.0,0.0,5.0,2.0,4,10.0,0.0,1.0,0.0,0.0,3,8,8,17,11,0,4.0,10.0,0.14286,0.22727,0.24138,0.34091,0.17857,0.34091,0.0,0.125,0.23571,0.31364,0.1,0.17046,0.66429,0.5159,0.13636,0.32,0.36364,0.68,0.17241,0.18182,KCR,1,1,1,174.2,1,6,rosadjo01,José Rosado,23,KCR,AL,38,25,2,174.2,38,8,28,2,1,0.947,1.85,0.95,9,2,18%,2,0,7,-3,5,4,,#1WL-C
-57,Service,Scott,122012,servs001,servisc01,1684,r,22.0,40,22,37,1.0,0.0,8.0,2.0,3.0,0.0,0.0,0.0,2.0,2.0,13,5.0,4.0,0.0,0.0,0.0,3,8,7,3,0,11,2.0,12.0,0.09091,0.32432,0.18182,0.45,0.09091,0.48649,0.0,0.125,0.2,0.36217,0.1,0.24325,0.7,0.39458,0.3,0.36364,0.7,0.13636,0.04545,0.075,KCR,26,0,4,82.2,1,10,servisc01,Scott Service,31,KCR,AL,73,0,0,82.2,20,4,15,1,0,0.95,2.07,0.26,6,5,45%,3,1,20,-3,1,1,1.0,#1WR-C
-58,Rusch,Glendon,121556,ruscg001,ruschgl01,707,l,32.0,117,31,120,3.0,0.0,24.0,2.0,5.0,2.0,1.0,0.0,6.0,3.0,15,10.0,0.0,1.0,0.0,0.0,5,35,6,31,29,0,4.0,33.0,0.12903,0.275,0.25,0.33333,0.19355,0.40833,0.0,0.08571,0.26452,0.33333,0.1,0.2,0.63548,0.46667,0.125,0.5303,0.15,0.4697,0.0625,0.2735,KCR,2,1,1,154.2,0,1,ruschgl01,Glendon Rusch,23,KCR,AL,29,24,1,154.2,32,9,22,1,4,0.969,1.8,1.07,9,6,40%,1,0,1,-3,5,4,,#1WL-C
-59,Key,Jimmy,117032,key-j001,keyji01,1006885,l,20.0,115,22,112,1.0,0.0,17.0,3.0,4.0,2.0,0.0,0.0,8.0,0.0,23,4.0,0.0,1.0,0.0,0.0,4,26,5,33,23,0,5.0,22.0,0.22727,0.19643,0.3,0.26087,0.31818,0.25893,0.0,0.03846,0.29091,0.2625,0.13637,0.1,0.57272,0.6375,0.125,0.44068,0.15625,0.55932,0.2,0.2087,BAL,4,0,0,79.1,1,1,keyji01,Jimmy Key,37,BAL,AL,25,11,0,79.1,15,4,11,0,3,1.0,1.7,0.6,3,6,67%,0,1,3,-5,3,2,,#1WL-C
-60,Rapp,Pat,120933,rappp001,rapppa01,1010700,r,70.0,53,60,46,2.0,1.0,4.0,11.0,4.0,0.0,0.0,0.0,5.0,13.0,7,7.0,1.0,0.0,1.0,0.0,15,14,24,14,0,18,12.0,10.0,0.2,0.21739,0.37143,0.30189,0.25,0.43478,0.06667,0.14286,0.25,0.41739,0.1,0.32609,0.65,0.25652,0.38462,0.30435,0.61538,0.30435,0.21429,0.18868,KCR,0,1,0,188.1,0,14,rapppa01,Pat Rapp,30,KCR,AL,32,32,1,188.1,44,20,23,1,0,0.977,2.05,1.34,9,10,53%,1,0,15,-3,6,1,,#1WR-C
-61,Keagle,Greg,116871,keagg001,keaglgr01,1006726,r,67.0,45,66,47,0.0,2.0,7.0,10.0,1.0,4.0,0.0,0.0,1.0,7.0,6,13.0,1.0,1.0,0.0,0.0,11,9,14,18,0,27,16.0,8.0,0.24242,0.17021,0.35821,0.22222,0.39394,0.19149,0.18182,0.0,0.35152,0.22128,0.22728,0.1,0.4212,0.67872,0.44,0.16667,0.56,0.33333,0.1791,0.22222,DET,0,0,0,38.2,0,2,keaglgr01,Greg Keagle,27,DET,AL,9,7,0,38.2,8,3,5,0,0,1.0,1.86,0.89,5,1,17%,0,0,10,4,4,3,,#1WR-C
-62,Thompson,Justin,123294,thomj003,thompju02,8217,l,36.0,102,39,95,0.0,2.0,16.0,5.0,3.0,2.0,0.0,0.0,13.0,0.0,22,5.0,0.0,0.0,0.0,0.0,10,14,8,28,28,0,9.0,19.0,0.23077,0.2,0.25,0.31373,0.4359,0.23158,0.2,0.0,0.40513,0.23158,0.30769,0.1,0.28718,0.66842,0.21739,0.33333,0.17391,0.66667,0.16667,0.05882,DET,0,0,0,222.0,0,4,thompju02,Justin Thompson,25,DET,AL,34,34,5,222.0,41,6,35,0,2,1.0,1.66,1.21,21,16,43%,8,0,4,-3,7,1,,#1WL-C
-63,Eyre,Scott,113961,eyres001,eyresc01,1300,l,35.0,92,32,80,5.0,2.0,9.0,6.0,4.0,1.0,1.0,0.0,13.0,4.0,20,2.0,0.0,0.0,0.0,0.0,10,23,10,22,16,0,9.0,19.0,0.28125,0.2375,0.37143,0.34783,0.5,0.5,0.2,0.21739,0.41875,0.4625,0.32812,0.39375,0.25313,0.14375,0.27778,0.51111,0.27778,0.48889,0.25714,0.1413,CHW,10,0,0,107.0,0,7,eyresc01,Scott Eyre,26,CHW,AL,33,17,0,107.0,19,1,17,1,3,0.947,1.51,0.55,9,7,44%,2,0,13,-3,3,2,,#1WL-C
-64,Baldwin,James,110503,baldj002,baldwja01,1064,r,64.0,46,61,42,1.0,2.0,6.0,10.0,1.0,4.0,1.0,0.0,4.0,9.0,7,14.0,0.0,0.0,0.0,0.0,22,12,9,9,0,21,16.0,9.0,0.2623,0.21429,0.39062,0.28261,0.42623,0.35714,0.09091,0.08333,0.36393,0.34285,0.2459,0.21427,0.39017,0.44288,0.70968,0.28571,0.29032,0.21429,0.21875,0.08696,CHW,3,0,0,159.0,1,5,baldwja01,James Baldwin,26,CHW,AL,37,24,1,159.0,27,7,15,5,0,0.815,1.25,0.59,13,5,28%,0,0,6,-1,4,3,,#1WR-C
-65,Sirotka,Mike,122276,sirom001,sirotmi01,1012015,l,41.0,97,40,93,3.0,2.0,15.0,6.0,5.0,2.0,0.0,1.0,4.0,2.0,15,4.0,0.0,0.0,0.0,0.0,8,20,16,31,26,0,11.0,23.0,0.275,0.24731,0.31707,0.27835,0.525,0.39785,0.25,0.15,0.45,0.35054,0.375,0.22581,0.175,0.42365,0.16,0.39216,0.32,0.60784,0.36585,0.14433,CHW,0,0,0,211.2,1,3,sirotmi01,Mike Sirotka,27,CHW,AL,33,33,5,211.2,44,9,34,1,1,0.977,1.83,1.3,14,10,42%,2,0,3,-3,6,1,,#1WL-C
-66,Rogers,Kenny,121386,rogek001,rogerke01,1277,l,43.0,114,34,116,1.0,2.0,14.0,5.0,6.0,2.0,0.0,0.0,6.0,10.0,15,8.0,2.0,0.0,0.0,0.0,6,21,14,44,28,0,9.0,21.0,0.26471,0.18103,0.44186,0.25439,0.5,0.25862,0.33333,0.04762,0.43529,0.27759,0.35293,0.11639,0.21178,0.60602,0.125,0.32308,0.29167,0.67692,0.11628,0.16667,OAK,0,1,0,238.2,2,5,rogerke01,Kenny Rogers,33,OAK,AL,34,34,7,238.2,88,20,66,2,4,0.977,3.24,2.53,5,9,64%,6,0,4,-4,7,1,,#1WL-C
-67,Haynes,Jimmy,115649,haynj001,hayneji01,329,r,83.0,62,72,63,0.0,1.0,11.0,17.0,2.0,5.0,1.0,0.0,4.0,11.0,11,8.0,1.0,1.0,1.0,0.0,6,12,32,18,0,30,23.0,14.0,0.31944,0.22222,0.43373,0.30645,0.43056,0.28571,0.16667,0.0,0.31112,0.26349,0.16668,0.1,0.5222,0.63651,0.15789,0.2,0.84211,0.3,0.25301,0.20968,OAK,0,1,0,194.1,0,11,hayneji01,Jimmy Haynes,25,OAK,AL,33,33,1,194.1,31,11,19,1,1,0.968,1.39,0.91,11,6,35%,4,0,11,-3,6,1,,#1WR-C
-68,Candiotti,Tom,111954,candt001,candito01,1001911,r,86.0,83,82,79,0.0,1.0,10.0,15.0,3.0,4.0,0.0,0.0,5.0,7.0,7,11.0,3.0,0.0,0.0,0.0,17,18,32,35,0,20,20.0,13.0,0.2439,0.16456,0.31395,0.25301,0.32927,0.20253,0.05882,0.0,0.28537,0.23797,0.12806,0.1,0.58657,0.66203,0.34694,0.24658,0.65306,0.47945,0.18605,0.18072,OAK,0,0,0,201.0,0,14,candito01,Tom Candiotti,41,OAK,AL,33,33,3,201.0,56,16,39,1,2,0.982,2.46,1.67,22,7,24%,1,0,14,-3,6,1,,#1WR-C
-69,Rose,Brian,121450,roseb002,rosebr01,1011201,r,53.0,46,46,47,0.0,3.0,7.0,7.0,2.0,2.0,0.0,0.0,2.0,8.0,6,7.0,0.0,1.0,0.0,0.0,13,10,8,16,0,20,12.0,9.0,0.26087,0.19149,0.39623,0.23913,0.5,0.23404,0.23077,0.0,0.43913,0.24255,0.35869,0.1,0.20218,0.65745,0.61905,0.21739,0.38095,0.34783,0.28302,0.15217,BOS,0,0,0,37.2,0,0,rosebr01,Brian Rose,22,BOS,AL,8,8,0,37.2,8,4,4,0,1,1.0,1.91,1.0,6,0,0%,0,0,0,9,5,1,,#1WR-C
-70,Spoljaric,Paul,122605,spolp001,spoljpa01,1012349,l,22.0,41,18,35,0.0,1.0,3.0,3.0,3.0,0.0,0.0,0.0,4.0,5.0,7,9.0,1.0,0.0,0.0,2.0,6,5,1,16,5,0,4.0,6.0,0.22222,0.17143,0.40909,0.31707,0.38889,0.25714,0.16667,0.0,0.36667,0.28571,0.25001,0.12856,0.38332,0.58573,0.5,0.2381,0.08333,0.7619,0.22727,0.17073,SEA,10,0,0,83.1,0,10,spoljpa01,Paul Spoljaric,27,SEA,AL,53,6,0,83.1,12,3,9,0,0,1.0,1.3,0.23,10,1,9%,2,0,20,-3,2,1,,#1WL-C
-71,Moyer,Jamie,119469,moyej001,moyerja01,1091,l,42.0,123,39,122,3.0,0.0,16.0,5.0,8.0,3.0,1.0,0.0,3.0,2.0,23,11.0,1.0,3.0,0.0,0.0,7,20,10,46,32,0,8.0,28.0,0.20513,0.22951,0.30952,0.26016,0.28205,0.38525,0.0,0.15,0.27692,0.35574,0.11538,0.23361,0.6077,0.41065,0.14286,0.30303,0.20408,0.69697,0.14286,0.12195,SEA,0,3,0,234.1,1,3,moyerja01,Jamie Moyer,35,SEA,AL,34,34,4,234.1,48,16,31,1,1,0.979,1.81,1.38,21,4,16%,1,0,3,-3,7,1,,#1WL-C
-72,Ayala,Bobby,110402,ayalb002,ayalabo01,1000384,r,33.0,40,32,37,1.0,1.0,8.0,2.0,1.0,2.0,0.0,1.0,2.0,3.0,6,6.0,1.0,0.0,0.0,0.0,8,6,7,19,0,10,6.0,10.0,0.1875,0.27027,0.27273,0.325,0.40625,0.37838,0.125,0.16667,0.41875,0.30811,0.32812,0.16216,0.25313,0.52973,0.53333,0.17143,0.46667,0.54286,0.18182,0.275,SEA,36,0,8,75.1,0,4,ayalabo01,Bobby Ayala,28,SEA,AL,62,0,0,75.1,21,8,8,5,1,0.762,1.91,0.26,6,1,14%,0,0,11,6,1,1,3.0,#1WR-C
-73,Wright,Jaret,124605,wrigj002,wrighja02,415,r,73.0,60,69,54,1.0,3.0,7.0,12.0,2.0,6.0,0.0,0.0,7.0,4.0,15,10.0,0.0,3.0,1.0,0.0,15,11,25,16,0,21,21.0,10.0,0.30435,0.18519,0.39726,0.28333,0.52174,0.27778,0.2,0.09091,0.41739,0.29259,0.32608,0.13889,0.25653,0.56852,0.375,0.22917,0.625,0.33333,0.19178,0.2,CLE,0,1,0,192.2,0,6,wrighja02,Jaret Wright,22,CLE,AL,32,32,1,192.2,43,16,26,1,0,0.977,1.96,1.31,15,5,25%,0,0,6,0,6,1,,#1WR-C
-74,Navarro,Jaime,119667,navaj001,navarja01,1009465,r,80.0,70,76,62,4.0,1.0,7.0,13.0,3.0,4.0,0.0,0.0,9.0,8.0,9,11.0,1.0,1.0,0.0,0.0,13,14,27,20,0,25,18.0,14.0,0.23684,0.22581,0.3375,0.34286,0.32895,0.46774,0.07692,0.28571,0.29211,0.44193,0.13817,0.36289,0.56972,0.19518,0.325,0.23729,0.675,0.33898,0.1875,0.2,CHW,4,0,1,172.2,0,18,navarja01,Jaime Navarro,31,CHW,AL,37,27,1,172.2,29,8,20,1,1,0.966,1.46,0.76,26,6,19%,0,0,20,3,5,4,0.0,#1WR-C
-75,Witt,Bobby,124492,wittb001,wittbo01,1014170,r,73.0,66,63,62,3.0,0.0,10.0,16.0,4.0,6.0,0.0,2.0,4.0,10.0,2,7.0,0.0,0.0,0.0,0.0,12,23,19,20,0,34,24.0,17.0,0.38095,0.27419,0.46575,0.31818,0.53968,0.48387,0.0,0.13043,0.35873,0.40968,0.2381,0.31452,0.40317,0.2758,0.3871,0.2987,0.6129,0.25974,0.15068,0.25758,2TM,8,0,0,116.2,2,3,wittbo01,Bobby Witt,34,TOT,MLB,31,18,0,116.2,19,5,12,2,2,0.895,1.31,0.55,8,5,38%,0,1,5,-2,4,3,,#1WR-C
-76,Sele,Aaron,121986,selea001,seleaa01,34,r,79.0,60,76,55,1.0,0.0,9.0,8.0,1.0,5.0,0.0,0.0,8.0,3.0,9,18.0,1.0,1.0,0.0,0.0,8,8,25,25,0,25,13.0,11.0,0.17105,0.2,0.21519,0.33333,0.23684,0.27273,0.0,0.125,0.26579,0.27273,0.1,0.10909,0.63421,0.61818,0.24242,0.13793,0.75758,0.43103,0.29114,0.13333,TEX,0,2,0,212.2,0,4,seleaa01,Aaron Sele,28,TEX,AL,33,33,3,212.2,39,17,20,2,3,0.949,1.57,1.12,4,8,67%,0,0,4,-5,6,1,,#1WR-C
-77,Bere,Jason,110891,berej002,bereja01,266,r,70.0,46,59,43,0.0,1.0,6.0,13.0,1.0,5.0,0.0,0.0,3.0,13.0,5,9.0,0.0,0.0,0.0,0.0,16,15,16,10,0,17,19.0,7.0,0.32203,0.16279,0.45714,0.21739,0.45763,0.18605,0.0625,0.0,0.3356,0.22326,0.2034,0.1,0.461,0.67674,0.5,0.35714,0.5,0.2381,0.2,0.26087,2TM,2,0,0,127.1,0,8,bereja01,Jason Bere,27,TOT,MLB,27,22,0,127.1,20,8,11,1,0,0.95,1.34,0.7,11,7,39%,3,0,13,-3,5,4,,#1WR-C
-78,Hentgen,Pat,115797,hentp001,hentgpa01,145,r,64.0,75,62,71,5.0,1.0,9.0,8.0,4.0,5.0,0.0,0.0,5.0,2.0,7,7.0,1.0,1.0,0.0,0.0,16,18,23,32,0,18,14.0,18.0,0.22581,0.25352,0.26562,0.32,0.35484,0.52113,0.0625,0.27778,0.32903,0.46761,0.19354,0.40141,0.47743,0.13098,0.41026,0.26471,0.58974,0.47059,0.23438,0.2,TOR,0,0,0,177.2,1,7,hentgpa01,Pat Hentgen,29,TOR,AL,29,29,0,177.2,39,15,22,2,1,0.949,1.87,1.28,12,4,25%,0,0,8,0,6,1,,#1WR-C
-79,Guzman,Juan,115267,guzmj003,guzmaju01,1005162,r,77.0,70,69,65,1.0,1.0,1.0,11.0,6.0,4.0,0.0,0.0,8.0,14.0,20,10.0,2.0,0.0,0.0,0.0,12,11,28,15,0,19,16.0,8.0,0.23188,0.12308,0.38961,0.25714,0.33333,0.26154,0.08333,0.09091,0.30145,0.33846,0.15218,0.20769,0.54637,0.45385,0.3,0.24444,0.7,0.33333,0.15584,0.08571,2TM,0,0,0,211.0,0,11,guzmaju01,Juan Guzmán,31,TOT,MLB,33,33,2,211.0,35,11,20,4,2,0.886,1.32,0.94,31,9,23%,1,0,10,-3,6,1,,#1WR-C
-80,Hanson,Erik,115446,hanse001,hansoer01,1005333,r,40.0,42,37,37,2.0,0.0,5.0,11.0,3.0,1.0,0.0,0.0,5.0,4.0,5,2.0,0.0,0.0,0.0,0.0,8,8,14,14,0,19,12.0,10.0,0.32432,0.27027,0.4,0.35714,0.35135,0.51351,0.0,0.25,0.22703,0.44324,0.1,0.36486,0.67297,0.1919,0.36364,0.19512,0.63636,0.34146,0.3,0.16667,TOR,3,0,0,49.0,1,1,hansoer01,Erik Hanson,33,TOR,AL,11,8,0,49.0,15,8,7,0,1,1.0,2.76,1.36,6,0,0%,0,1,4,9,4,3,,#1WR-C
-81,Risley,Bill,121231,rislb001,rislebi01,1010986,r,29.0,40,28,38,0.0,0.0,6.0,3.0,1.0,2.0,1.0,0.0,3.0,2.0,12,7.0,0.0,1.0,0.0,0.0,6,8,4,13,0,10,5.0,8.0,0.17857,0.21053,0.27586,0.275,0.25,0.28947,0.0,0.0,0.27143,0.27894,0.10714,0.11841,0.62143,0.60265,0.6,0.25806,0.4,0.41935,0.27586,0.15,TOR,18,0,0,54.2,1,3,rislebi01,Bill Risley,31,TOR,AL,44,0,0,54.2,5,2,3,0,1,1.0,0.82,0.11,10,3,23%,0,1,11,0,1,1,,#1WR-C
-82,Trachsel,Steve,123431,tracs001,trachst01,898,r,63.0,63,56,58,2.0,1.0,7.0,11.0,2.0,0.0,1.0,0.0,4.0,10.0,12,9.0,3.0,0.0,0.0,0.0,14,14,20,14,0,17,12.0,12.0,0.21429,0.2069,0.34921,0.30159,0.26786,0.37931,0.07143,0.14286,0.25357,0.37241,0.1,0.25861,0.64643,0.36898,0.41176,0.31111,0.58824,0.31111,0.14286,0.26984,CHC,0,0,0,208.0,2,3,trachst01,Steve Trachsel,27,CHC,NL,33,33,1,208.0,59,23,34,2,1,0.966,2.47,1.73,8,8,50%,4,0,3,-3,6,1,,#1WR-C
-83,Vazquez,Javier,134320,vazqj001,vazquja01,801,r,36.0,62,34,57,1.0,0.0,12.0,4.0,3.0,0.0,2.0,0.0,8.0,6.0,12,6.0,1.0,0.0,0.0,0.0,13,11,7,18,0,15,4.0,18.0,0.11765,0.31579,0.27778,0.43548,0.11765,0.49123,0.0,0.09091,0.2,0.37544,0.1,0.26316,0.7,0.3614,0.65,0.25,0.35,0.40909,0.19444,0.1129,MON,1,0,0,172.1,0,2,vazquja01,Javier Vázquez,21,MON,NL,33,32,0,172.1,36,12,24,0,3,1.0,1.88,1.09,9,9,50%,2,0,2,-3,5,1,,#1WR-C
-84,Batista,Miguel,110683,batim001,batismi01,46,r,37.0,44,29,45,1.0,1.0,0.0,7.0,4.0,2.0,0.0,0.0,4.0,9.0,8,6.0,0.0,0.0,1.0,0.0,2,10,14,13,0,9,10.0,5.0,0.34483,0.11111,0.54054,0.20455,0.51724,0.26667,0.5,0.1,0.37241,0.35556,0.25862,0.23334,0.36897,0.4111,0.125,0.3125,0.875,0.40625,0.10811,0.22727,MON,12,0,0,135.0,1,6,batismi01,Miguel Batista,27,MON,NL,56,13,0,135.0,32,10,21,1,1,0.969,2.07,0.55,10,7,41%,1,0,9,-3,2,1,,#1WR-C
-85,Pisciotta,Marc,120599,piscm001,piscima01,1010369,r,33.0,44,23,43,1.0,0.0,10.0,2.0,1.0,1.0,0.0,0.0,2.0,9.0,8,4.0,0.0,0.0,0.0,0.0,6,5,8,21,0,10,3.0,12.0,0.13043,0.27907,0.36364,0.31818,0.17391,0.37209,0.0,0.2,0.24348,0.29302,0.1,0.13953,0.65652,0.56745,0.42857,0.13889,0.57143,0.58333,0.27273,0.06818,CHC,12,0,0,44.0,0,6,piscima01,Marc Pisciotta,27,CHC,NL,43,0,0,44.0,7,2,5,0,1,1.0,1.43,0.16,5,0,0%,0,0,20,9,1,1,,#1WR-C
-86,Valdes,Marc,123596,valdm001,valdema01,1013313,r,24.0,58,21,54,1.0,1.0,10.0,3.0,0.0,1.0,0.0,0.0,8.0,3.0,12,0.0,0.0,1.0,1.0,0.0,8,5,6,22,0,12,5.0,11.0,0.2381,0.2037,0.41667,0.32759,0.42857,0.25926,0.125,0.2,0.39047,0.25556,0.2857,0.1,0.32383,0.64444,0.57143,0.12821,0.42857,0.5641,0.16667,0.08621,MON,3,0,0,36.1,0,4,valdema01,Marc Valdes,26,MON,NL,20,4,0,36.1,9,3,6,0,0,1.0,2.23,0.45,10,0,0%,0,0,20,9,2,1,,#1WR-C
-87,Tapani,Kevin,123090,tapak001,tapanke01,1012824,r,83.0,65,76,64,2.0,0.0,4.0,12.0,2.0,3.0,0.0,2.0,4.0,8.0,15,6.0,1.0,1.0,0.0,0.0,17,9,30,24,0,22,17.0,8.0,0.22368,0.125,0.31325,0.2,0.31579,0.25,0.0,0.22222,0.29211,0.325,0.13817,0.1875,0.56972,0.4875,0.3617,0.16364,0.6383,0.43636,0.20482,0.18462,CHC,0,2,0,219.0,0,7,tapanke01,Kevin Tapani,34,CHC,NL,35,34,2,219.0,42,11,31,0,1,1.0,1.73,1.2,13,3,19%,0,0,6,3,6,1,,#1WR-C
-88,Moore,Trey,134340,moort001,mooretr01,1009130,l,28.0,66,28,68,3.0,0.0,9.0,4.0,5.0,2.0,0.0,0.0,3.0,2.0,10,6.0,0.0,0.0,0.0,2.0,10,16,5,24,18,0,6.0,17.0,0.21429,0.25,0.28571,0.33333,0.28571,0.45588,0.0,0.1875,0.27142,0.40588,0.10713,0.30882,0.62145,0.2853,0.30303,0.4,0.15152,0.6,0.21429,0.15152,MON,1,0,0,61.0,0,2,mooretr01,Trey Moore,25,MON,NL,13,11,0,61.0,16,6,10,0,0,1.0,2.36,1.23,10,3,23%,1,0,7,-3,5,4,,#1WL-C
-89,Telemaco,Amaury,123176,telea001,telemam01,1802,r,39.0,51,39,45,1.0,2.0,2.0,4.0,1.0,4.0,0.0,0.0,7.0,3.0,10,6.0,0.0,0.0,0.0,0.0,9,9,10,15,0,12,10.0,4.0,0.25641,0.08889,0.33333,0.21569,0.51282,0.17778,0.22222,0.11111,0.45641,0.28889,0.38462,0.13333,0.15897,0.57778,0.47368,0.25,0.52632,0.41667,0.17949,0.11765,2TM,5,0,0,148.2,0,7,telemam01,Amaury Telemaco,24,TOT,MLB,41,18,0,148.2,35,13,20,2,0,0.943,2.0,0.8,7,2,22%,1,0,9,-3,4,3,,#1WR-C
-90,Clark,Mark,112332,clarm002,clarkma01,1002296,r,70.0,79,68,74,0.0,1.0,13.0,13.0,3.0,3.0,0.0,1.0,5.0,4.0,15,10.0,1.0,1.0,0.0,1.0,20,13,21,30,0,23,18.0,16.0,0.26471,0.21622,0.32857,0.29114,0.38235,0.25676,0.05,0.0,0.31764,0.24054,0.17646,0.1,0.5059,0.65946,0.4878,0.19697,0.5122,0.45455,0.24286,0.21519,CHC,0,1,0,213.2,2,5,clarkma01,Mark Clark,30,CHC,NL,33,33,2,213.2,35,11,24,0,0,1.0,1.47,1.06,28,8,22%,2,0,5,-3,6,1,,#1WR-C
-91,Perez,Carlos,120405,perec001,perezca01,1010179,l,42.0,131,42,120,2.0,0.0,16.0,11.0,7.0,3.0,1.0,2.0,10.0,1.0,20,3.0,0.0,1.0,0.0,2.0,13,24,14,47,31,0,16.0,26.0,0.38095,0.21667,0.42857,0.29008,0.54762,0.34167,0.0,0.08333,0.36667,0.325,0.25,0.1875,0.38333,0.4875,0.22414,0.33803,0.24138,0.66197,0.16667,0.19847,2TM,0,2,0,241.0,1,7,perezca01,Carlos Pérez,27,TOT,MLB,34,34,7,241.0,55,11,44,0,3,1.0,2.05,1.62,22,15,41%,5,0,6,-3,7,1,,#1WL-C
-92,Gonzalez,Geremi,114928,gonzj003,gonzaje01,1711,r,42.0,60,41,56,2.0,0.0,8.0,3.0,1.0,5.0,0.0,1.0,5.0,2.0,8,12.0,0.0,0.0,0.0,2.0,10,13,13,19,0,15,9.0,11.0,0.21951,0.19643,0.2619,0.3,0.39024,0.32143,0.0,0.15385,0.37073,0.325,0.25609,0.1875,0.37318,0.4875,0.43478,0.2766,0.56522,0.40426,0.11905,0.23333,CHC,0,1,0,110.0,3,2,gonzaje01,Geremi González,23,CHC,NL,20,20,1,110.0,20,6,13,1,0,0.95,1.55,0.95,6,4,40%,3,1,4,-3,6,1,,#1WR-C
-93,Leiter,Al,117652,leita001,leiteal01,883,l,26.0,101,24,95,0.0,0.0,17.0,3.0,4.0,2.0,0.0,0.0,9.0,1.0,20,7.0,2.0,1.0,0.0,0.0,3,8,9,40,19,0,5.0,21.0,0.20833,0.22105,0.26923,0.31683,0.29167,0.26316,0.0,0.0,0.28334,0.24211,0.12501,0.1,0.59165,0.65789,0.09677,0.16667,0.29032,0.83333,0.07692,0.09901,NYM,0,2,0,193.0,1,4,leiteal01,Al Leiter,32,NYM,NL,28,28,4,193.0,22,4,18,0,0,1.0,1.03,0.79,11,4,27%,0,0,4,-1,7,1,,#1WL-C
-94,Reed,Rick,120999,reedr002,reedri01,750,r,47.0,85,47,83,2.0,1.0,12.0,8.0,4.0,3.0,0.0,0.0,2.0,2.0,10,9.0,0.0,0.0,0.0,1.0,10,15,12,39,0,22,12.0,18.0,0.25532,0.21687,0.29787,0.24706,0.38298,0.33735,0.1,0.13333,0.32766,0.32048,0.19149,0.18072,0.48085,0.4988,0.45455,0.19737,0.54545,0.51316,0.23404,0.11765,NYM,0,1,0,212.1,0,1,reedri01,Rick Reed,33,NYM,NL,31,31,2,212.1,51,12,38,1,2,0.98,2.12,1.61,7,14,67%,2,0,1,-5,7,1,,#1WR-C
-95,Park,Chan Ho,120221,parkc002,parkch01,1267,r,59.0,74,52,72,1.0,2.0,13.0,6.0,2.0,3.0,0.0,1.0,7.0,8.0,17,12.0,1.0,0.0,0.0,0.0,13,12,15,23,0,19,12.0,16.0,0.23077,0.22222,0.33898,0.32432,0.44231,0.29167,0.15385,0.08333,0.41154,0.26945,0.31731,0.10417,0.27115,0.62638,0.46429,0.22222,0.53571,0.42593,0.11864,0.2027,LAD,0,0,0,220.2,2,6,parkch01,Chan Ho Park,25,LAD,NL,34,34,2,220.2,52,20,28,4,5,0.923,1.96,1.41,10,8,44%,1,0,5,-3,6,1,,#1WR-C
-96,Wood,Kerry,134268,woodk002,woodke02,304,r,24.0,51,19,47,0.0,0.0,7.0,2.0,2.0,1.0,0.0,0.0,4.0,6.0,20,5.0,1.0,1.0,0.0,0.0,3,6,5,13,0,11,3.0,9.0,0.15789,0.19149,0.41667,0.27451,0.21053,0.23404,0.0,0.0,0.25264,0.24255,0.1,0.1,0.64736,0.65745,0.375,0.2,0.625,0.43333,0.16667,0.13725,CHC,0,1,0,166.2,3,6,woodke02,Kerry Wood,21,CHC,NL,26,26,1,166.2,13,4,9,0,1,1.0,0.7,0.5,12,10,45%,1,1,7,-3,6,1,,#1WR-C
-97,Nomo,Hideo,119827,nomoh001,nomohi01,666,r,60.0,68,51,66,2.0,3.0,6.0,3.0,1.0,1.0,0.0,0.0,5.0,7.0,22,16.0,0.0,2.0,0.0,0.0,15,15,17,16,0,10,7.0,9.0,0.13725,0.13636,0.26667,0.20588,0.33333,0.24242,0.2,0.13333,0.39608,0.30606,0.29412,0.15909,0.3098,0.53485,0.46875,0.36585,0.53125,0.39024,0.13333,0.11765,2TM,0,0,0,157.1,4,13,nomohi01,Hideo Nomo,29,TOT,MLB,29,28,3,157.1,24,10,14,0,0,1.0,1.37,0.83,24,8,25%,0,1,17,0,5,1,,#1WR-C
-98,Dreifort,Darren,113554,dreid001,dreifda01,647,r,50.0,41,49,41,0.0,0.0,2.0,7.0,5.0,1.0,0.0,0.0,2.0,1.0,9,14.0,0.0,0.0,1.0,0.0,8,7,21,16,0,9,8.0,7.0,0.16327,0.17073,0.2,0.21951,0.18367,0.29268,0.0,0.0,0.2204,0.32195,0.1,0.18293,0.6796,0.49512,0.27586,0.21875,0.72414,0.5,0.12,0.19512,LAD,0,1,0,180.0,0,9,dreifda01,Darren Dreifort,26,LAD,NL,32,26,1,180.0,64,18,42,4,4,0.938,3.0,1.88,12,8,40%,1,0,10,-3,6,5,,#1WR-C
-99,Valdez,Ismael,123595,valdi001,valdeis01,1283,r,61.0,96,58,93,4.0,2.0,22.0,11.0,2.0,2.0,0.0,1.0,4.0,3.0,21,7.0,1.0,0.0,1.0,0.0,19,18,19,32,0,24,16.0,28.0,0.27586,0.30108,0.32787,0.34375,0.44828,0.45161,0.10526,0.22222,0.37242,0.35053,0.25863,0.22579,0.36895,0.42368,0.5,0.24324,0.5,0.43243,0.21311,0.27083,LAD,0,2,0,174.0,2,4,valdeis01,Ismael Valdez,24,LAD,NL,27,27,2,174.0,37,12,24,1,1,0.973,1.86,1.33,11,5,31%,0,1,5,-1,6,1,,#1WR-C
-100,Brown,Kevin,111554,browk001,brownke01,642,r,88.0,63,87,65,1.0,1.0,11.0,16.0,2.0,1.0,0.0,0.0,3.0,3.0,17,19.0,0.0,0.0,1.0,0.0,7,11,42,25,0,18,18.0,14.0,0.2069,0.21538,0.25,0.26984,0.25287,0.29231,0.14286,0.09091,0.24597,0.27693,0.1,0.1154,0.65403,0.60767,0.14286,0.2037,0.85714,0.46296,0.17045,0.14286,SDP,0,3,0,257.0,0,10,brownke01,Kevin Brown,33,SDP,NL,36,35,7,257.0,74,31,41,2,2,0.973,2.52,2.0,5,7,58%,3,0,8,-3,7,1,,#1WR-C
-101,Hamilton,Joey,115383,hamij002,hamiljo02,328,r,68.0,85,63,80,2.0,2.0,8.0,9.0,3.0,4.0,0.0,1.0,9.0,7.0,11,12.0,0.0,0.0,0.0,0.0,20,17,21,33,0,12,16.0,13.0,0.25397,0.1625,0.33824,0.25882,0.44444,0.275,0.1,0.11765,0.39047,0.3125,0.28571,0.16875,0.32382,0.51875,0.4878,0.27419,0.5122,0.53226,0.13235,0.24706,SDP,0,0,0,217.1,0,4,hamiljo02,Joey Hamilton,27,SDP,NL,34,34,0,217.1,48,15,30,3,3,0.938,1.86,1.32,12,8,40%,0,0,4,-2,6,1,,#1WR-C
-102,Ashby,Andy,110351,ashba002,ashbyan01,637,r,75.0,89,69,88,1.0,1.0,16.0,12.0,2.0,2.0,0.0,1.0,4.0,5.0,16,12.0,0.0,0.0,0.0,0.0,18,14,27,34,0,24,16.0,19.0,0.23188,0.21591,0.28,0.25843,0.33333,0.27273,0.05556,0.07143,0.30145,0.25682,0.15218,0.1,0.54637,0.64318,0.4,0.19444,0.6,0.47222,0.26667,0.1573,SDP,0,1,0,226.2,0,7,ashbyan01,Andy Ashby,30,SDP,NL,33,33,5,226.2,50,14,35,1,4,0.98,1.95,1.48,18,13,42%,1,0,6,-3,7,1,,#1WR-C
-103,Bottenfield,Kent,111264,bottk001,botteke01,1001226,r,29.0,41,29,35,2.0,0.0,5.0,5.0,3.0,0.0,0.0,0.0,3.0,1.0,10,7.0,0.0,1.0,0.0,1.0,6,5,9,6,0,13,5.0,10.0,0.17241,0.28571,0.24138,0.34146,0.17241,0.54286,0.0,0.4,0.2,0.45715,0.1,0.38572,0.7,0.15713,0.4,0.20833,0.6,0.25,0.24138,0.14634,STL,11,0,4,133.2,2,3,botteke01,Kent Bottenfield,29,STL,NL,44,17,0,133.2,30,3,27,0,0,1.0,2.02,0.68,6,3,33%,2,1,5,-3,3,2,1.0,#1WR-C
-104,Weathers,David,124000,weatd001,weathda01,902,r,47.0,52,45,55,0.0,1.0,11.0,9.0,2.0,2.0,0.0,2.0,1.0,3.0,11,8.0,0.0,0.0,1.0,0.0,4,6,21,18,0,24,14.0,13.0,0.31111,0.23636,0.38298,0.26923,0.51111,0.27273,0.25,0.0,0.4,0.23637,0.3,0.1,0.3,0.66363,0.16,0.125,0.84,0.375,0.12766,0.21154,2TM,9,0,0,110.0,2,7,weathda01,David Weathers,28,TOT,MLB,44,9,0,110.0,19,5,14,0,1,1.0,1.55,0.43,11,3,21%,1,1,13,-3,2,1,,#1WR-C
-105,Harnisch,Pete,115487,harnp001,harnipe01,1005374,r,73.0,82,66,74,1.0,2.0,10.0,6.0,4.0,3.0,0.0,0.0,5.0,7.0,13,8.0,1.0,0.0,0.0,0.0,20,16,19,30,0,24,11.0,15.0,0.16667,0.2027,0.24658,0.2561,0.30303,0.2973,0.1,0.0625,0.33636,0.2946,0.20454,0.1419,0.4591,0.5635,0.51282,0.22857,0.48718,0.42857,0.23288,0.2439,CIN,0,1,0,209.0,1,4,harnipe01,Pete Harnisch,31,CIN,NL,32,32,2,209.0,38,20,18,0,4,1.0,1.64,1.19,9,6,40%,1,0,4,-3,7,1,,#1WR-C
-106,Belinda,Stan,110811,belis001,belinst01,1000792,r,38.0,47,31,45,0.0,0.0,4.0,6.0,2.0,0.0,0.0,0.0,4.0,8.0,10,5.0,1.0,0.0,1.0,2.0,8,8,5,11,0,16,6.0,6.0,0.19355,0.13333,0.39474,0.2766,0.19355,0.17778,0.0,0.0,0.2,0.24445,0.1,0.1,0.7,0.65555,0.61538,0.22857,0.38462,0.31429,0.21053,0.12766,CIN,24,0,1,61.1,0,3,belinst01,Stan Belinda,31,CIN,NL,40,0,0,61.1,14,2,10,2,1,0.857,1.76,0.3,7,3,30%,0,0,10,-1,1,2,3.0,#1WR-C
-107,Tomko,Brett,123387,tomkb001,tomkobr01,1056,r,56.0,88,52,79,0.0,1.0,8.0,8.0,1.0,5.0,1.0,0.0,7.0,3.0,13,13.0,1.0,0.0,0.0,0.0,12,18,12,28,0,27,14.0,10.0,0.26923,0.12658,0.30357,0.20455,0.42308,0.16456,0.08333,0.0,0.35385,0.23798,0.23077,0.1,0.41538,0.66202,0.5,0.24658,0.5,0.38356,0.14286,0.14773,CIN,0,0,0,210.2,1,9,tomkobr01,Brett Tomko,25,CIN,NL,34,34,1,210.2,41,14,26,1,1,0.976,1.71,1.18,16,6,27%,1,0,9,-3,6,1,,#1WR-C
-108,Martinez,Ramon,118378,martr002,martira02,1008193,r,62.0,89,55,87,0.0,2.0,7.0,5.0,5.0,3.0,0.0,0.0,5.0,8.0,26,11.0,0.0,1.0,0.0,0.0,15,16,14,32,0,15,10.0,12.0,0.18182,0.13793,0.30645,0.19101,0.34545,0.1954,0.13333,0.0,0.36363,0.25747,0.24544,0.1,0.39093,0.64253,0.51724,0.25397,0.48276,0.50794,0.12903,0.1573,LAD,0,0,0,101.2,0,2,martira02,Ramón Martínez,30,LAD,NL,15,15,1,101.2,28,11,17,0,1,1.0,2.48,1.87,4,4,50%,0,0,4,-3,7,1,,#1WR-C
-109,Reynolds,Shane,121110,reyns001,reynosh01,574,r,65.0,92,62,91,2.0,1.0,22.0,6.0,6.0,6.0,0.0,0.0,5.0,6.0,16,14.0,0.0,0.0,1.0,0.0,7,11,23,37,0,28,13.0,30.0,0.20968,0.32967,0.30769,0.38043,0.35484,0.46154,0.14286,0.18182,0.34516,0.33187,0.21774,0.1978,0.4371,0.47033,0.23333,0.14474,0.76667,0.48684,0.07692,0.11957,HOU,0,1,0,233.1,0,5,reynosh01,Shane Reynolds,30,HOU,NL,35,35,3,233.1,66,24,40,2,9,0.97,2.47,1.83,6,11,65%,1,0,4,-4,7,1,,#1WR-C
-110,Hampton,Mike,115399,hampm001,hamptmi01,430,l,27.0,147,26,143,3.0,0.0,28.0,6.0,8.0,0.0,1.0,0.0,8.0,3.0,25,5.0,0.0,0.0,0.0,0.0,1,22,13,68,22,0,6.0,40.0,0.23077,0.27972,0.33333,0.32653,0.23077,0.41259,0.0,0.13636,0.2,0.33287,0.1,0.1993,0.7,0.46783,0.02778,0.24444,0.36111,0.75556,0.2963,0.10204,HOU,0,1,0,211.2,2,4,hamptmi01,Mike Hampton,25,HOU,NL,32,32,1,211.2,64,11,49,4,7,0.938,2.55,1.88,9,7,44%,3,0,4,-3,7,1,,#1WL-C
-111,Jones,Bobby,116717,joneb003,jonesbo03,1039,r,57.0,67,55,63,1.0,0.0,5.0,9.0,2.0,3.0,2.0,0.0,7.0,5.0,6,9.0,2.0,0.0,0.0,0.0,7,9,18,27,0,22,12.0,10.0,0.21818,0.15873,0.29825,0.28358,0.27273,0.30159,0.0,0.11111,0.25455,0.34286,0.1,0.21429,0.64545,0.44285,0.28,0.15517,0.72,0.46552,0.24561,0.28358,NYM,0,0,0,195.1,2,2,jonesbo03,Bobby Jones,28,NYM,NL,30,30,0,195.1,51,14,35,2,3,0.961,2.26,1.63,20,11,35%,1,0,2,-3,6,1,,#1WR-C
-112,Yoshii,Masato,134180,yoshm001,yoshima01,807,r,41.0,57,36,54,0.0,2.0,8.0,6.0,2.0,1.0,0.0,0.0,4.0,4.0,7,12.0,0.0,0.0,0.0,0.0,8,15,10,17,0,16,9.0,10.0,0.25,0.18519,0.31707,0.24561,0.44444,0.22222,0.25,0.0,0.39444,0.23703,0.29166,0.1,0.3139,0.66297,0.44444,0.3125,0.55556,0.35417,0.09756,0.17544,NYM,0,0,0,171.2,1,5,yoshima01,Masato Yoshii,33,NYM,NL,29,29,1,171.2,37,14,20,3,2,0.919,1.78,1.17,15,3,17%,0,0,6,4,6,1,,#1WR-C
-113,Stephenson,Garrett,122751,stepg001,stephga01,1185,r,44.0,41,44,35,0.0,2.0,4.0,7.0,1.0,4.0,0.0,0.0,8.0,5.0,7,7.0,0.0,0.0,0.0,0.0,10,10,15,11,0,10,13.0,5.0,0.29545,0.14286,0.40909,0.31707,0.52273,0.17143,0.2,0.0,0.42728,0.22857,0.34092,0.1,0.2318,0.67143,0.4,0.32258,0.6,0.35484,0.09091,0.12195,PHI,0,0,0,23.0,1,0,stephga01,Garrett Stephenson,26,PHI,NL,6,6,0,23.0,4,3,1,0,0,1.0,1.57,0.67,1,1,50%,0,2,0,-3,4,1,,#1WR-C
-114,Cloude,Ken,112415,clouk001,cloudke01,1002362,r,81.0,72,70,70,1.0,6.0,9.0,10.0,3.0,5.0,0.0,0.0,6.0,12.0,6,14.0,0.0,0.0,0.0,0.0,24,19,11,23,0,27,21.0,13.0,0.3,0.18571,0.40741,0.26389,0.62857,0.27143,0.25,0.05263,0.52857,0.28572,0.37143,0.12858,0.1,0.5857,0.68571,0.27536,0.31429,0.33333,0.16049,0.19444,SEA,0,0,0,155.1,1,2,cloudke01,Ken Cloude,23,SEA,AL,30,30,0,155.1,28,11,15,2,2,0.929,1.51,0.87,5,7,58%,1,0,3,-3,5,1,,#1WR-C
-115,Swift,Bill,123053,swifb001,swiftbi02,1012788,r,50.0,46,50,42,1.0,1.0,5.0,4.0,2.0,4.0,0.0,0.0,5.0,5.0,5,6.0,0.0,0.0,1.0,0.0,6,9,24,23,0,13,9.0,8.0,0.18,0.19048,0.3,0.28261,0.32,0.30952,0.16667,0.11111,0.34,0.31904,0.21,0.17856,0.45,0.5024,0.2,0.2,0.8,0.51111,0.26,0.17391,SEA,0,0,0,144.2,2,1,swiftbi02,Bill Swift,36,SEA,AL,29,26,0,144.2,50,17,29,4,3,0.92,2.86,1.59,16,3,16%,1,1,1,-3,5,4,,#1WR-C
-116,Politte,Cliff,131700,polic001,politcl01,967,r,46.0,66,43,60,3.0,1.0,8.0,6.0,3.0,2.0,1.0,0.0,6.0,4.0,9,6.0,1.0,0.0,0.0,0.0,8,13,12,20,0,21,9.0,15.0,0.2093,0.25,0.28261,0.33333,0.32558,0.48333,0.125,0.23077,0.31628,0.43333,0.17442,0.34999,0.5093,0.21668,0.4,0.24074,0.6,0.37037,0.26087,0.28788,STL,0,0,0,37.0,1,2,politcl01,Cliff Politte,24,STL,NL,8,8,0,37.0,8,3,4,1,0,0.875,1.7,0.88,2,2,50%,0,1,11,-3,5,1,,#1WR-C
-117,Aybar,Manny,110403,aybam001,aybarma01,1107,r,58.0,50,52,46,1.0,1.0,12.0,7.0,5.0,5.0,0.0,0.0,4.0,8.0,8,8.0,1.0,0.0,0.0,0.0,8,6,18,13,0,26,13.0,18.0,0.25,0.3913,0.36207,0.46,0.40385,0.56522,0.125,0.16667,0.35385,0.37392,0.23077,0.26088,0.41538,0.3652,0.30769,0.13333,0.69231,0.28889,0.18966,0.14,STL,1,0,0,81.1,0,2,aybarma01,Manny Aybar,26,STL,NL,20,14,0,81.1,16,8,8,0,0,1.0,1.77,0.8,12,2,14%,0,0,5,6,4,3,,#1WR-C
-118,Thompson,Mark,123296,thomm002,thompma01,1013019,r,30.0,59,35,50,4.0,3.0,11.0,4.0,2.0,2.0,0.0,0.0,7.0,1.0,5,6.0,4.0,0.0,0.0,0.0,7,10,11,19,0,13,9.0,17.0,0.25714,0.34,0.33333,0.47458,0.57143,0.62,0.42857,0.4,0.51429,0.48,0.38571,0.42,0.1,0.1,0.38889,0.2381,0.61111,0.45238,0.13333,0.23729,COL,0,0,0,23.1,0,1,thompma01,Mark Thompson,27,COL,NL,6,6,0,23.1,4,2,2,0,0,1.0,1.54,0.67,0,1,100%,0,0,9,-5,4,1,,#1WR-C
-119,Moehler,Brian,119215,moehb001,moehlbr01,480,r,87.0,54,86,57,0.0,4.0,8.0,9.0,1.0,5.0,0.0,4.0,1.0,7.0,14,10.0,0.0,0.0,1.0,0.0,24,5,29,24,0,21,22.0,9.0,0.25581,0.15789,0.34483,0.18519,0.54651,0.17544,0.16667,0.0,0.4907,0.21755,0.4093,0.1,0.1,0.68245,0.45283,0.1,0.54717,0.48,0.16092,0.18519,DET,0,3,0,221.1,0,4,moehlbr01,Brian Moehler,26,DET,AL,33,33,4,221.1,47,11,35,1,1,0.979,1.87,1.39,11,9,45%,2,0,4,-3,7,1,,#1WR-C
-120,Cone,David,112552,coned001,coneda01,1680,r,63.0,52,62,53,0.0,0.0,9.0,10.0,1.0,4.0,0.0,2.0,4.0,5.0,15,12.0,0.0,1.0,0.0,0.0,13,9,18,14,0,20,16.0,10.0,0.25806,0.18868,0.34921,0.26923,0.3871,0.20755,0.0,0.0,0.32904,0.21887,0.19356,0.1,0.4774,0.68113,0.41935,0.2093,0.58065,0.32558,0.12698,0.19231,NYY,0,0,0,207.2,0,6,coneda01,David Cone,35,NYY,AL,31,31,3,207.2,38,12,25,1,3,0.974,1.6,1.19,21,6,22%,0,0,6,1,7,1,,#1WR-C
-121,Mendoza,Ramiro,118947,mendr001,mendora01,836,r,57.0,49,53,48,1.0,0.0,8.0,12.0,2.0,4.0,0.0,1.0,2.0,2.0,4,5.0,0.0,2.0,1.0,0.0,10,7,27,28,0,18,17.0,11.0,0.32075,0.22917,0.38596,0.26531,0.43396,0.33333,0.0,0.14286,0.31321,0.30416,0.16982,0.15624,0.51697,0.5396,0.27027,0.13208,0.72973,0.5283,0.08772,0.10204,NYY,6,1,1,130.1,0,3,mendora01,Ramiro Mendoza,26,NYY,AL,41,14,1,130.1,37,11,25,1,3,0.973,2.49,0.88,2,4,67%,0,0,5,-5,3,2,0.0,#1WR-C
-122,Burkett,John,111734,burkj001,burkejo03,179,r,71.0,75,70,76,3.0,1.0,15.0,9.0,2.0,2.0,0.0,0.0,5.0,6.0,13,13.0,0.0,1.0,0.0,0.0,8,16,27,26,0,25,12.0,20.0,0.17143,0.26316,0.26761,0.33333,0.24286,0.40789,0.125,0.1875,0.27143,0.34473,0.10714,0.21709,0.62143,0.43818,0.22857,0.23881,0.77143,0.38806,0.16901,0.17333,TEX,0,0,0,195.0,0,3,burkejo03,John Burkett,33,TEX,AL,32,32,0,195.0,30,11,18,1,0,0.967,1.34,0.91,9,7,44%,1,0,3,-3,6,1,,#1WR-C
-123,Mercedes,Jose,118960,mercj001,mercejo02,396,r,51.0,65,46,65,1.0,1.0,13.0,9.0,2.0,0.0,0.0,0.0,1.0,5.0,6,4.0,0.0,0.0,0.0,1.0,15,19,12,21,0,23,10.0,16.0,0.21739,0.24615,0.29412,0.27692,0.28261,0.32308,0.06667,0.05263,0.26522,0.27693,0.1,0.11539,0.63478,0.60768,0.55556,0.30159,0.44444,0.33333,0.29412,0.21538,MIL,0,0,0,32.0,0,0,mercejo02,José Mercedes,27,MIL,NL,7,5,0,32.0,3,0,3,0,0,1.0,0.84,0.43,4,1,20%,0,0,0,3,4,3,,#1WR-C
-124,Juden,Jeff,116785,judej001,judenje01,1006643,r,69.0,71,60,67,2.0,1.0,9.0,10.0,2.0,4.0,0.0,1.0,4.0,10.0,14,13.0,1.0,1.0,0.0,0.0,9,13,23,28,0,18,16.0,13.0,0.26667,0.19403,0.3913,0.25352,0.41667,0.31343,0.11111,0.15385,0.35,0.3194,0.225,0.1791,0.425,0.5015,0.28125,0.22034,0.71875,0.47458,0.2029,0.11268,2TM,1,0,0,178.1,0,10,judenje01,Jeff Juden,27,TOT,MLB,32,30,2,178.1,31,9,19,3,2,0.903,1.41,0.88,47,6,11%,0,0,11,7,6,1,,#1WR-C
-125,Halama,John,134280,halaj001,halamjo01,1080,l,29.0,107,26,100,0.0,0.0,13.0,3.0,7.0,4.0,2.0,0.0,11.0,2.0,12,9.0,1.0,1.0,0.0,0.0,4,24,6,44,17,0,7.0,22.0,0.26923,0.22,0.34483,0.31776,0.42308,0.33,0.0,0.0,0.35385,0.31,0.23077,0.165,0.41538,0.525,0.14815,0.35294,0.22222,0.64706,0.24138,0.17757,HOU,0,0,0,32.1,1,2,halamjo01,John Halama,26,HOU,NL,6,6,0,32.1,7,2,5,0,0,1.0,1.95,1.17,0,0,0,0,2,12,9,5,1,,#1WL-C
-126,Rueter,Kirk,121541,ruetk001,rueteki01,1128,l,20.0,103,20,95,1.0,0.0,15.0,1.0,5.0,0.0,1.0,0.0,10.0,1.0,12,5.0,1.0,0.0,0.0,0.0,1,16,8,38,21,0,1.0,22.0,0.05,0.23158,0.1,0.32039,0.05,0.33684,0.0,0.0625,0.2,0.30526,0.1,0.15789,0.7,0.53685,0.03333,0.2963,0.26667,0.7037,0.15,0.21359,SFG,0,0,0,187.2,0,6,rueteki01,Kirk Rueter,27,SFG,NL,33,33,1,187.2,53,12,39,2,2,0.962,2.45,1.55,5,4,44%,2,0,6,-3,6,1,,#1WL-C
-127,Lima,Jose,117769,limaj001,limajo01,475,r,80.0,81,78,81,2.0,1.0,11.0,15.0,3.0,3.0,1.0,1.0,1.0,5.0,18,11.0,0.0,0.0,0.0,0.0,11,20,32,30,0,21,20.0,17.0,0.25641,0.20988,0.3125,0.22222,0.35897,0.34568,0.09091,0.1,0.30256,0.3358,0.15384,0.2037,0.5436,0.4605,0.25581,0.28169,0.74419,0.42254,0.225,0.22222,HOU,0,1,0,233.1,0,4,limajo01,José Lima,25,HOU,NL,33,33,3,233.1,59,24,32,3,3,0.949,2.16,1.7,13,4,24%,0,0,3,0,7,1,,#1WR-C
-128,Hermanson,Dustin,115812,hermd001,hermadu01,195,r,48.0,74,43,67,2.0,2.0,14.0,5.0,2.0,0.0,0.0,0.0,4.0,5.0,15,12.0,1.0,0.0,0.0,1.0,10,11,11,24,0,19,7.0,18.0,0.16279,0.26866,0.25,0.32432,0.30233,0.38806,0.2,0.18182,0.33954,0.3194,0.20931,0.1791,0.45115,0.5015,0.47619,0.2037,0.52381,0.44444,0.16667,0.17568,MON,0,0,0,187.0,3,4,hermadu01,Dustin Hermanson,25,MON,NL,32,30,1,187.0,47,18,25,4,3,0.915,2.07,1.34,9,9,50%,2,1,4,-3,6,1,,#1WR-C
-129,Mlicki,Dave,119211,mlicd001,mlickda01,569,r,40.0,74,35,72,3.0,2.0,10.0,4.0,5.0,2.0,1.0,0.0,3.0,5.0,12,5.0,2.0,0.0,4.0,0.0,9,16,13,23,0,16,8.0,19.0,0.22857,0.26389,0.425,0.32432,0.45714,0.48611,0.22222,0.1875,0.42857,0.42222,0.34286,0.33333,0.22857,0.24445,0.40909,0.29091,0.59091,0.41818,0.15,0.17568,2TM,0,1,0,181.1,0,10,mlickda01,Dave Mlicki,30,TOT,MLB,30,30,3,181.1,44,21,22,1,1,0.977,2.13,1.43,10,8,44%,0,0,11,-2,6,1,,#1WR-C
-130,Morgan,Mike,119374,morgm001,morgami01,67,r,75.0,50,73,49,3.0,3.0,7.0,15.0,3.0,3.0,0.0,2.0,2.0,1.0,9,8.0,1.0,0.0,1.0,0.0,15,14,28,15,0,28,23.0,13.0,0.31507,0.26531,0.33333,0.32,0.53425,0.5102,0.2,0.21429,0.41918,0.44489,0.32877,0.36733,0.25205,0.18778,0.34884,0.24561,0.65116,0.26316,0.22667,0.06,2TM,0,0,0,120.2,0,1,morgami01,Mike Morgan,38,TOT,MLB,23,22,0,120.2,37,15,21,1,3,0.973,2.69,1.57,7,4,36%,2,0,2,-3,5,1,,#1WR-C
-131,Milton,Eric,132980,milte001,miltoer01,743,l,32.0,88,29,84,0.0,2.0,15.0,7.0,7.0,2.0,0.0,0.0,6.0,3.0,11,3.0,0.0,0.0,0.0,0.0,14,32,4,17,19,0,11.0,22.0,0.37931,0.2619,0.4375,0.31818,0.65517,0.34524,0.14286,0.0,0.47586,0.28334,0.41379,0.12501,0.11035,0.59165,0.37838,0.65306,0.10811,0.34694,0.34375,0.17045,MIN,0,0,0,172.1,0,1,miltoer01,Eric Milton,22,MIN,AL,32,32,1,172.1,28,8,20,0,1,1.0,1.46,0.88,10,6,38%,1,0,1,-3,5,1,,#1WL-C
-132,Pichardo,Hipolito,120539,pichh001,pichahi01,1472,r,68.0,52,64,50,2.0,0.0,9.0,8.0,2.0,4.0,0.0,0.0,4.0,9.0,7,8.0,0.0,0.0,0.0,0.0,13,12,26,19,0,19,12.0,13.0,0.1875,0.26,0.30882,0.32692,0.25,0.42,0.0,0.16667,0.2625,0.36,0.1,0.24,0.6375,0.4,0.33333,0.24,0.66667,0.38,0.22059,0.13462,KCR,2,0,1,112.1,0,2,pichahi01,Hipólito Pichardo,28,KCR,AL,27,18,0,112.1,29,11,18,0,5,1.0,2.32,1.07,11,0,0%,0,0,4,9,4,3,,#1WR-C
-133,Tewksbury,Bob,123213,tewkb001,tewksbo01,1012941,r,84.0,70,83,71,4.0,1.0,10.0,9.0,4.0,2.0,1.0,1.0,1.0,2.0,7,15.0,0.0,0.0,0.0,0.0,20,17,35,21,0,30,13.0,19.0,0.15663,0.26761,0.17857,0.28571,0.24096,0.52113,0.05,0.23529,0.28433,0.45352,0.1265,0.38028,0.58917,0.1662,0.36364,0.25,0.63636,0.30882,0.13095,0.24286,MIN,0,0,0,148.1,0,5,tewksbo01,Bob Tewksbury,37,MIN,AL,26,25,1,148.1,45,12,31,2,3,0.956,2.61,1.65,10,3,23%,0,0,7,0,6,1,,#1WR-C
-134,Trombley,Mike,123472,tromm001,trombmi01,758,r,40.0,46,40,45,1.0,0.0,10.0,4.0,2.0,0.0,0.0,0.0,3.0,3.0,13,11.0,0.0,0.0,0.0,0.0,12,8,11,13,0,9,4.0,13.0,0.1,0.28889,0.175,0.34783,0.1,0.4,0.0,0.125,0.2,0.31111,0.1,0.16667,0.7,0.52222,0.52174,0.26667,0.47826,0.43333,0.125,0.1087,MIN,17,0,1,96.2,1,6,trombmi01,Mike Trombley,31,MIN,AL,77,1,0,96.2,13,4,9,0,0,1.0,1.21,0.17,2,4,67%,0,1,12,-5,1,1,0.0,#1WR-C
-135,Williams,Woody,124315,willw001,williwo02,1190,r,70.0,55,66,55,2.0,0.0,12.0,7.0,1.0,4.0,0.0,3.0,3.0,8.0,12,13.0,0.0,0.0,0.0,0.0,18,9,10,10,0,30,14.0,15.0,0.21212,0.27273,0.31429,0.32727,0.36364,0.4,0.0,0.22222,0.35152,0.32727,0.22728,0.19091,0.4212,0.48182,0.64286,0.18367,0.35714,0.20408,0.22857,0.14545,TOR,0,1,0,209.2,1,2,williwo02,Woody Williams,31,TOR,AL,32,32,1,209.2,33,12,18,3,4,0.909,1.29,0.94,17,5,23%,3,0,2,-3,7,1,,#1WR-C
-136,Radke,Brad,120878,radkb001,radkebr01,748,r,68.0,68,67,66,1.0,1.0,7.0,11.0,3.0,5.0,0.0,0.0,3.0,3.0,18,14.0,0.0,0.0,0.0,0.0,14,10,21,25,0,15,17.0,11.0,0.25373,0.16667,0.29412,0.20588,0.37313,0.25758,0.07143,0.1,0.3194,0.29091,0.1791,0.13636,0.5015,0.57273,0.4,0.2,0.6,0.5,0.19118,0.16176,MIN,0,1,0,213.2,1,3,radkebr01,Brad Radke,25,MIN,AL,32,32,5,213.2,47,12,34,1,1,0.979,1.94,1.44,23,12,34%,0,0,3,-1,7,1,,#1WR-C
-137,Clemens,Roger,112388,clemr001,clemero02,815,r,51.0,57,47,53,0.0,0.0,3.0,3.0,3.0,4.0,0.0,0.0,6.0,10.0,16,8.0,1.0,0.0,0.0,0.0,8,8,17,19,0,14,7.0,6.0,0.14894,0.11321,0.33333,0.22807,0.23404,0.16981,0.0,0.0,0.2851,0.2566,0.12765,0.1,0.58725,0.6434,0.32,0.19512,0.68,0.46341,0.2549,0.19298,TOR,0,3,0,234.2,0,6,clemero02,Roger Clemens,35,TOR,AL,33,33,5,234.2,35,7,27,1,1,0.971,1.3,1.03,28,9,24%,0,0,5,0,7,1,,#1WR-C
-138,Hawkins,LaTroy,115629,hawkl001,hawkila01,729,r,71.0,64,60,58,1.0,2.0,7.0,11.0,2.0,1.0,0.0,1.0,8.0,10.0,10,6.0,1.0,0.0,0.0,0.0,21,18,23,21,0,12,15.0,10.0,0.25,0.17241,0.35211,0.29688,0.4,0.25862,0.09524,0.05556,0.35,0.28621,0.225,0.12932,0.425,0.58447,0.47727,0.35294,0.52273,0.41176,0.25352,0.17188,MIN,0,0,0,190.1,2,10,hawkila01,LaTroy Hawkins,25,MIN,AL,33,33,0,190.1,46,17,29,0,5,1.0,2.18,1.39,20,8,29%,2,1,11,-3,6,1,,#1WR-C
-139,Helling,Rick,115727,hellr001,helliri01,58,r,76.0,63,69,64,2.0,1.0,8.0,9.0,0.0,5.0,0.0,1.0,2.0,7.0,10,13.0,0.0,0.0,0.0,0.0,18,16,21,16,0,15,16.0,10.0,0.23188,0.15625,0.30263,0.19048,0.37681,0.25,0.05556,0.125,0.34493,0.29375,0.21739,0.14062,0.43768,0.56563,0.46154,0.34043,0.53846,0.34043,0.17105,0.2381,TEX,0,2,0,216.1,0,10,helliri01,Rick Helling,27,TEX,AL,33,33,4,216.1,21,8,12,1,0,0.952,0.83,0.61,11,12,52%,0,0,9,-3,7,1,,#1WR-C
-140,Schmidt,Jason,121834,schmj001,schmija01,1131,r,67.0,77,63,74,3.0,3.0,8.0,11.0,4.0,6.0,1.0,1.0,4.0,2.0,14,9.0,0.0,0.0,1.0,0.0,21,14,24,26,0,17,21.0,16.0,0.33333,0.21622,0.35821,0.25974,0.60317,0.41892,0.14286,0.21429,0.46984,0.4027,0.40476,0.30405,0.1254,0.29325,0.46667,0.24561,0.53333,0.45614,0.26866,0.20779,PIT,0,0,0,214.1,1,15,schmija01,Jason Schmidt,25,PIT,NL,33,33,0,214.1,25,7,16,2,2,0.92,0.97,0.7,13,7,35%,0,0,14,-2,6,1,,#1WR-C
-141,Stottlemyre,Todd,122840,stott001,stottto01,75,r,84.0,75,77,74,2.0,0.0,12.0,6.0,0.0,4.0,0.0,0.0,3.0,10.0,24,13.0,0.0,1.0,0.0,0.0,9,7,34,23,0,26,10.0,14.0,0.12987,0.18919,0.25,0.22667,0.18182,0.27027,0.0,0.28571,0.25195,0.28108,0.1,0.12162,0.64805,0.5973,0.2093,0.125,0.7907,0.41071,0.09524,0.06667,2TM,0,0,0,221.2,2,5,stottto01,Todd Stottlemyre,33,TOT,MLB,33,33,3,221.2,48,20,27,1,2,0.979,1.91,1.42,13,5,28%,0,0,5,-1,7,1,,#1WR-C
-142,Oquist,Mike,120039,oquim001,oquismi01,1009828,r,71.0,51,63,49,1.0,1.0,4.0,13.0,1.0,1.0,0.0,0.0,4.0,10.0,13,13.0,0.0,0.0,0.0,0.0,13,11,19,14,0,14,15.0,6.0,0.2381,0.12245,0.35211,0.19608,0.30159,0.20408,0.07692,0.09091,0.26349,0.28163,0.1,0.12245,0.63651,0.59592,0.40625,0.28205,0.59375,0.35897,0.23944,0.17647,OAK,2,0,0,175.0,0,4,oquismi01,Mike Oquist,30,OAK,AL,31,29,0,175.0,22,7,15,0,3,1.0,1.13,0.71,9,6,40%,0,0,5,-2,6,1,,#1WR-C
-143,Loaiza,Esteban,117842,loaie001,loaizes01,1310,r,56.0,46,51,44,3.0,1.0,5.0,11.0,1.0,2.0,0.0,1.0,3.0,5.0,7,1.0,0.0,1.0,1.0,0.0,15,13,26,17,0,11,15.0,9.0,0.29412,0.20455,0.39286,0.26087,0.43137,0.43182,0.06667,0.23077,0.33725,0.42727,0.20587,0.3409,0.45688,0.23183,0.36585,0.31707,0.63415,0.41463,0.30357,0.21739,2TM,3,0,0,171.0,2,4,loaizes01,Esteban Loaiza,26,TOT,MLB,35,28,1,171.0,45,21,24,0,3,1.0,2.37,1.29,14,6,30%,0,1,5,-1,5,4,,#1WR-C
-144,Springer,Dennis,122618,sprid001,sprinde01,672,r,62.0,60,57,59,2.0,2.0,8.0,8.0,3.0,4.0,0.0,0.0,3.0,4.0,9,5.0,1.0,0.0,1.0,0.0,16,17,19,15,0,23,14.0,13.0,0.24561,0.22034,0.30645,0.28333,0.42105,0.37288,0.125,0.11765,0.37544,0.35254,0.26316,0.22881,0.3614,0.41865,0.45714,0.30909,0.54286,0.27273,0.24194,0.15,TBD,8,0,0,115.2,0,6,sprinde01,Dennis Springer,33,TBD,AL,29,17,1,115.2,18,7,11,0,2,1.0,1.4,0.62,15,4,21%,0,0,10,1,4,3,,#1WR-C
+0,Johnstone,John,116651.0,johnj006,johnsjo07,1006475.0,r,21.0,42,18,37,0.0,0.0,4,0.0,2,0.0,0.0,0.0,5,1,9,6,0.0,0.0,1,0.0,2,7,8,11,0,5,0.0,6.0,0.0,0.16216,0.09524,0.2619,0.0,0.21622,0.0,0.0,0.2,0.25406,0.1,0.1,0.7,0.64594,0.2,0.30435,0.8,0.47826,0.04762,0.11905,SFG,13,0,0,88.0,0,4,johnsjo07,John Johnstone,29,SFG,NL,70,0,0,88.0,13,8,5,0,0,1.0,1.33,0.19,12,3,20%,0,0,9,3,1,1,,#1WR-C

retrosheet_data.py

@@ -1,6 +1,7 @@
 import asyncio
 import datetime
 import logging
+import math
 import sys
 
 from typing import Literal
@@ -13,6 +14,7 @@ import urllib
 from creation_helpers import get_args, CLUB_LIST, FRANCHISE_LIST, sanitize_name
 from batters.stat_prep import DataMismatchError
 from db_calls import DB_URL, db_get, db_patch, db_post, db_put
+from exceptions import log_exception
 import batters.calcs_batter as cba
 import defenders.calcs_defense as cde
 import pitchers.calcs_pitcher as cpi
@@ -26,11 +28,6 @@ logging.basicConfig(
     level=log_level
 )
 
-# Per-Update Parameters
-SEASON_PCT = 0.1666666
-START_DATE = 19980101
-END_DATE = 19980430
-POST_DATA = True
 
 RETRO_FILE_PATH = 'data-input/retrosheet/'
 EVENTS_FILENAME = 'retrosheets_events_1998_short.csv'  # Removed last few columns which were throwing dtype errors
@@ -45,8 +42,69 @@ MIN_PA_VL = 20
 MIN_PA_VR = 40
 MIN_TBF_VL = MIN_PA_VL
 MIN_TBF_VR = MIN_PA_VR
-CARDSET_ID = 20
-PLAYER_DESCRIPTION = 'Live'
+CARDSET_ID = 20                     # 20: 1998 Live, 21: 1998 Promos
+PLAYER_DESCRIPTION = 'Live'         # Live for Live Series
+# PLAYER_DESCRIPTION = 'April PotM'   # <Month> PotM for promos
+PROMO_INCLUSION_RETRO_IDS = [
+    # 'johnj006',
+    # 'rodri001'
+]
+
+# Per-Update Parameters
+SEASON_PCT = 0.1666666
+START_DATE = 19980331           # YYYYMMDD format
+END_DATE = 19980430             # YYYYMMDD format
+POST_DATA = True
+LAST_WEEK_RATIO = 0.5 if PLAYER_DESCRIPTION == 'Live' else 0.0
+LAST_TWOWEEKS_RATIO = 0.0
+LAST_MONTH_RATIO = 0.0
+
+def date_from_int(integer_date: int) -> datetime.datetime:
+    return datetime.datetime(int(str(integer_date)[:4]), int(str(integer_date)[4:6]), int(str(integer_date)[-2:]))
+
+
+def date_math(start_date: int, operator: Literal['+', '-'], day_delta: int = 0, month_delta: int = 0, year_delta: int = 0) -> int:
+    if len(str(start_date)) != 8:
+        log_exception(ValueError, 'Start date must be 8 digits long')
+    if True in [day_delta < 0, month_delta < 0, year_delta < 0]:
+        log_exception(ValueError, 'Time deltas must greater than or equal to 0; use `-` operator to go back in time')
+    if day_delta > 28:
+        log_exception(ValueError, 'Use month_delta for days > 28')
+    if month_delta > 12:
+        log_exception(ValueError, 'Use year_delta for months > 12')
+
+    s_date = date_from_int(start_date)
+    if year_delta > 0:
+        s_date = datetime.datetime(
+            s_date.year + year_delta if operator == '+' else s_date.year - year_delta,
+            s_date.month,
+            s_date.day
+        )
+    if month_delta > 0:
+        month_range = [12, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]
+        new_index = s_date.month + month_delta if operator == '+' else s_date.month - month_delta
+        new_month = month_range[(new_index % 12)]
+
+        new_year = s_date.year
+        if new_index > 12:
+            new_year += 1
+        elif new_index < 1:
+            new_year -= 1
+
+        s_date = datetime.datetime(
+            new_year,
+            new_month,
+            s_date.day
+        )
+    fd = s_date + datetime.timedelta(days=day_delta if operator == '+' else day_delta * -1)
+    return f'{str(fd.year).zfill(4)}{str(fd.month).zfill(2)}{str(fd.day).zfill(2)}'
+
+
+def weeks_between(start_date_int: int, end_date_int: int) -> int:
+    start_date = date_from_int(start_date_int)
+    end_date = date_from_int(end_date_int)
+    delta = end_date - start_date
+    return abs(round(delta.days / 7))
 
 
 async def store_defense_to_csv(season: int):
@@ -56,13 +114,6 @@ async def store_defense_to_csv(season: int):
         await asyncio.sleep(8)
 
 
-def get_events_by_date(file_path: str, start_date: int, end_date: int) -> pd.DataFrame:
-    all_plays = pd.read_csv(f'{file_path}', dtype={'game_id': 'str'})
-    all_plays['date'] = all_plays['game_id'].str[3:-1].astype(int)
-    date_plays = all_plays[(all_plays.date >= start_date) & (all_plays.date <= end_date)]
-    return date_plays
-
-
 def get_batting_result_series(plays: pd.DataFrame, event_type: str, pitcher_hand: Literal['r', 'l'], col_name: str) -> pd.Series:
     this_series = plays[(plays.event_type == event_type) & (plays.pitcher_hand == pitcher_hand)].groupby('batter_id').count()['event_type'].astype(int).rename(col_name)
     return this_series
@@ -119,6 +170,13 @@ def get_player_ids(plays: pd.DataFrame, which: Literal['batters', 'pitchers']) -
         right_on='id'
     ).rename(columns={'id': id_key})
 
+    if PLAYER_DESCRIPTION != 'Live':
+        msg = f'Player description is *{PLAYER_DESCRIPTION}* so dropping players not in PROMO_INCLUSION_RETRO_IDS'
+        print(msg)
+        logging.info(msg)
+        # players = players.drop(players[players.index not in PROMO_INCLUSION_RETRO_IDS].index)
+        players = players[players[id_key].isin(PROMO_INCLUSION_RETRO_IDS)]
+
     def get_pids(row):
         # return get_all_pybaseball_ids([row[id_key]], 'retro', full_name=f'{row["use_name"]} {row["last_name"]}')
         pull = pb.playerid_reverse_lookup([row[id_key]], key_type='retro')
@@ -182,40 +240,130 @@ def get_player_ids(plays: pd.DataFrame, which: Literal['batters', 'pitchers']) -
     return players
 
 
-def get_base_batting_df(all_plays: pd.DataFrame) -> pd.DataFrame:
-    bs = get_player_ids(all_plays, 'batters')
+def get_base_batting_df(file_path: str, start_date: int, end_date: int) -> list[pd.DataFrame, pd.DataFrame]:
+    all_plays = pd.read_csv(f'{file_path}', dtype={'game_id': 'str'})
+    all_plays['date'] = all_plays['game_id'].str[3:-1].astype(int)
+    date_plays = all_plays[(all_plays.date >= start_date) & (all_plays.date <= end_date)]
 
-    pal_series = all_plays[(all_plays.batter_event == 't') & (all_plays.pitcher_hand == 'l')].groupby('batter_id').count()['event_type'].astype(int).rename('PA_vL')
-    bs = pd.concat([bs, pal_series], axis=1)
+    all_player_ids = get_player_ids(all_plays, 'batters')
 
-    par_series = all_plays[(all_plays.batter_event == 't') & (all_plays.pitcher_hand == 'r')].groupby('batter_id').count()['event_type'].astype(int).rename('PA_vR')
+    pal_series = date_plays[(date_plays.batter_event == 't') & (date_plays.pitcher_hand == 'l')].groupby('batter_id').count()['event_type'].astype(int).rename('PA_vL')
+    bs = pd.concat([all_player_ids, pal_series], axis=1)
+
+    par_series = date_plays[(date_plays.batter_event == 't') & (date_plays.pitcher_hand == 'r')].groupby('batter_id').count()['event_type'].astype(int).rename('PA_vR')
     bs = pd.concat([bs, par_series], axis=1)
 
-    abl_series = all_plays[(all_plays.ab == 't') & (all_plays.pitcher_hand == 'l')].groupby('batter_id').count()['event_type'].astype(int).rename('AB_vL')
+    abl_series = date_plays[(date_plays.ab == 't') & (date_plays.pitcher_hand == 'l')].groupby('batter_id').count()['event_type'].astype(int).rename('AB_vL')
     bs = pd.concat([bs, abl_series], axis=1)
 
-    abr_series = all_plays[(all_plays.ab == 't') & (all_plays.pitcher_hand == 'r')].groupby('batter_id').count()['event_type'].astype(int).rename('AB_vR')
+    abr_series = date_plays[(date_plays.ab == 't') & (date_plays.pitcher_hand == 'r')].groupby('batter_id').count()['event_type'].astype(int).rename('AB_vR')
     bs = pd.concat([bs, abr_series], axis=1)
 
-    return bs.dropna().query(f'PA_vL >= {MIN_PA_VL} & PA_vR >= {MIN_PA_VR}')
+    core_df = bs.dropna().query(f'PA_vL >= {MIN_PA_VL} & PA_vR >= {MIN_PA_VR}')
+    if LAST_WEEK_RATIO == 0.0 and LAST_TWOWEEKS_RATIO == 0.0 and LAST_MONTH_RATIO == 0.0:
+        return [date_plays, core_df]
+
+    base_num_weeks = weeks_between(start_date, end_date)
+
+    if LAST_WEEK_RATIO > 0:
+        new_start = date_math(end_date, '-', day_delta=7)
+        week_plays = date_plays[(date_plays.date >= int(new_start)) & (date_plays.date <= end_date)]
+        copies = round(base_num_weeks * LAST_WEEK_RATIO)
+        for x in range(copies):
+            date_plays = pd.concat([date_plays, week_plays], ignore_index=True)
+    
+    if LAST_TWOWEEKS_RATIO > 0:
+        new_start = date_math(end_date, '-', day_delta=14)
+        week_plays = date_plays[(date_plays.date >= int(new_start)) & (date_plays.date <= end_date)]
+        copies = round(base_num_weeks * LAST_TWOWEEKS_RATIO)
+        for x in range(copies):
+            date_plays = pd.concat([date_plays, week_plays], ignore_index=True)
+    
+    if LAST_MONTH_RATIO > 0:
+        new_start = date_math(end_date, '-', month_delta=1)
+        week_plays = date_plays[(date_plays.date >= int(new_start)) & (date_plays.date <= end_date)]
+        copies = round(base_num_weeks * LAST_MONTH_RATIO)
+        for x in range(copies):
+            date_plays = pd.concat([date_plays, week_plays], ignore_index=True)
+
+    core_df = core_df.drop(columns=['PA_vL', 'PA_vR', 'AB_vL', 'AB_vR'])
+
+    pal_series = date_plays[(date_plays.batter_event == 't') & (date_plays.pitcher_hand == 'l')].groupby('batter_id').count()['event_type'].astype(int).rename('PA_vL')
+    core_df['PA_vL'] = pal_series
+
+    par_series = date_plays[(date_plays.batter_event == 't') & (date_plays.pitcher_hand == 'r')].groupby('batter_id').count()['event_type'].astype(int).rename('PA_vR')
+    core_df['PA_vR'] = par_series
+
+    abl_series = date_plays[(date_plays.ab == 't') & (date_plays.pitcher_hand == 'l')].groupby('batter_id').count()['event_type'].astype(int).rename('AB_vL')
+    core_df['AB_vL'] = abl_series
+
+    abr_series = date_plays[(date_plays.ab == 't') & (date_plays.pitcher_hand == 'r')].groupby('batter_id').count()['event_type'].astype(int).rename('AB_vR')
+    core_df['AB_vR'] = abr_series
+
+    return [date_plays, core_df]
 
 
-def get_base_pitching_df(all_plays: pd.DataFrame) -> pd.DataFrame:
+def get_base_pitching_df(file_path: str, start_date: int, end_date: int) -> list[pd.DataFrame, pd.DataFrame]:
+    all_plays = pd.read_csv(f'{file_path}', dtype={'game_id': 'str'})
+    all_plays['date'] = all_plays['game_id'].str[3:-1].astype(int)
+    date_plays = all_plays[(all_plays.date >= start_date) & (all_plays.date <= end_date)]
+
     ps = get_player_ids(all_plays, 'pitchers')
 
-    tbfl_series = all_plays[(all_plays.batter_event == 't') & (all_plays.batter_hand == 'l')].groupby('pitcher_id').count()['event_type'].astype(int).rename('TBF_vL')
+    tbfl_series = date_plays[(date_plays.batter_event == 't') & (date_plays.batter_hand == 'l')].groupby('pitcher_id').count()['event_type'].astype(int).rename('TBF_vL')
     ps = pd.concat([ps, tbfl_series], axis=1)
 
-    tbfr_series = all_plays[(all_plays.batter_event == 't') & (all_plays.batter_hand == 'r')].groupby('pitcher_id').count()['event_type'].astype(int).rename('TBF_vR')
+    tbfr_series = date_plays[(date_plays.batter_event == 't') & (date_plays.batter_hand == 'r')].groupby('pitcher_id').count()['event_type'].astype(int).rename('TBF_vR')
     ps = pd.concat([ps, tbfr_series], axis=1)
 
-    abl_series = all_plays[(all_plays.ab == 't') & (all_plays.batter_hand == 'l')].groupby('pitcher_id').count()['event_type'].astype(int).rename('AB_vL')
+    abl_series = date_plays[(date_plays.ab == 't') & (date_plays.batter_hand == 'l')].groupby('pitcher_id').count()['event_type'].astype(int).rename('AB_vL')
     ps = pd.concat([ps, abl_series], axis=1)
 
-    abr_series = all_plays[(all_plays.ab == 't') & (all_plays.batter_hand == 'r')].groupby('pitcher_id').count()['event_type'].astype(int).rename('AB_vR')
+    abr_series = date_plays[(date_plays.ab == 't') & (date_plays.batter_hand == 'r')].groupby('pitcher_id').count()['event_type'].astype(int).rename('AB_vR')
     ps = pd.concat([ps, abr_series], axis=1)
 
-    return ps.dropna().query(f'TBF_vL >= {MIN_TBF_VL} & TBF_vR >= {MIN_TBF_VR}')
+    core_df = ps.dropna().query(f'TBF_vL >= {MIN_TBF_VL} & TBF_vR >= {MIN_TBF_VR}')
+    if LAST_WEEK_RATIO == 0.0 and LAST_TWOWEEKS_RATIO == 0.0 and LAST_MONTH_RATIO == 0.0:
+        return [date_plays, core_df]
+
+    base_num_weeks = weeks_between(start_date, end_date)
+
+    if LAST_WEEK_RATIO > 0:
+        new_start = date_math(end_date, '-', day_delta=7)
+        week_plays = date_plays[(date_plays.date >= int(new_start)) & (date_plays.date <= end_date)]
+        copies = round(base_num_weeks * LAST_WEEK_RATIO)
+        for x in range(copies):
+            date_plays = pd.concat([date_plays, week_plays], ignore_index=True)
+    
+    if LAST_TWOWEEKS_RATIO > 0:
+        new_start = date_math(end_date, '-', day_delta=14)
+        week_plays = date_plays[(date_plays.date >= int(new_start)) & (date_plays.date <= end_date)]
+        copies = round(base_num_weeks * LAST_TWOWEEKS_RATIO)
+        for x in range(copies):
+            date_plays = pd.concat([date_plays, week_plays], ignore_index=True)
+    
+    if LAST_MONTH_RATIO > 0:
+        new_start = date_math(end_date, '-', month_delta=1)
+        week_plays = date_plays[(date_plays.date >= int(new_start)) & (date_plays.date <= end_date)]
+        copies = round(base_num_weeks * LAST_MONTH_RATIO)
+        for x in range(copies):
+            date_plays = pd.concat([date_plays, week_plays], ignore_index=True)
+
+    core_df = core_df.drop(columns=['TBF_vL', 'TBF_vR', 'AB_vL', 'AB_vR'])
+
+    tbfl_series = date_plays[(date_plays.batter_event == 't') & (date_plays.batter_hand == 'l')].groupby('pitcher_id').count()['event_type'].astype(int).rename('TBF_vL')
+    core_df['TBF_vL'] = tbfl_series
+
+    tbfr_series = date_plays[(date_plays.batter_event == 't') & (date_plays.batter_hand == 'r')].groupby('pitcher_id').count()['event_type'].astype(int).rename('TBF_vR')
+    core_df['TBF_vR'] = tbfr_series
+
+    abl_series = date_plays[(date_plays.ab == 't') & (date_plays.batter_hand == 'l')].groupby('pitcher_id').count()['event_type'].astype(int).rename('AB_vL')
+    core_df['AB_vL'] = abl_series
+
+    abr_series = date_plays[(date_plays.ab == 't') & (date_plays.batter_hand == 'r')].groupby('pitcher_id').count()['event_type'].astype(int).rename('AB_vR')
+    core_df['AB_vR'] = abr_series
+
+    return [date_plays, core_df]
 
 
 def get_med_vL(row):
@@ -230,11 +378,7 @@ def get_med_vR(row):
 
 def get_batting_stats_by_date(retro_file_path, start_date: int, end_date: int) -> pd.DataFrame:
     start = datetime.datetime.now()
-    all_plays = get_events_by_date(retro_file_path, start_date, end_date)
-    print(f'Pull events: {(datetime.datetime.now() - start).total_seconds():.2f}s')
-
-    start = datetime.datetime.now()
-    batting_stats = get_base_batting_df(all_plays)    
+    all_plays, batting_stats = get_base_batting_df(retro_file_path, start_date, end_date)    
     print(f'Get base dataframe: {(datetime.datetime.now() - start).total_seconds():.2f}s')
 
     start = datetime.datetime.now()
@@ -408,11 +552,7 @@ def get_batting_stats_by_date(retro_file_path, start_date: int, end_date: int) -
 
 def get_pitching_stats_by_date(retro_file_path, start_date: int, end_date: int) -> pd.DataFrame:
     start = datetime.datetime.now()
-    all_plays = get_events_by_date(retro_file_path, start_date, end_date)
-    print(f'Pull events: {(datetime.datetime.now() - start).total_seconds():.2f}s')
-
-    start = datetime.datetime.now()
-    pitching_stats = get_base_pitching_df(all_plays)    
+    all_plays, pitching_stats = get_base_pitching_df(retro_file_path, start_date, end_date)    
     print(f'Get base dataframe: {(datetime.datetime.now() - start).total_seconds():.2f}s')
 
     start = datetime.datetime.now()
@@ -1048,9 +1188,7 @@ async def post_batting_cards(cards_df: pd.DataFrame):
     if resp is not None:
         pass
     else:
-        e_msg = 'Unable to post batting cards'
-        logging.debug(e_msg, stack_info=True)
-        raise ValueError(e_msg)
+        log_exception(ValueError, 'Unable to post batting cards')
     
     bc_query = await db_get('battingcards', params=[('cardset_id', CARDSET_ID)])
     if bc_query['count'] > 0:
@@ -1063,9 +1201,7 @@ async def post_batting_cards(cards_df: pd.DataFrame):
 
         return pd.DataFrame(bc_data).set_index('key_bbref')
     else:
-        e_msg = 'Unable to pull newly posted batting cards'
-        logging.debug(e_msg, stack_info=True)
-        raise ValueError(e_msg)
+        log_exception(ValueError, 'Unable to pull newly posted batting cards')
 
 
 async def post_pitching_cards(cards_df: pd.DataFrame):
@@ -1094,9 +1230,7 @@ async def post_pitching_cards(cards_df: pd.DataFrame):
     if resp is not None:
         pass
     else:
-        e_msg = 'Unable to post pitcher cards'
-        logging.debug(e_msg, stack_info=True)
-        raise ValueError(e_msg)
+        log_exception(ValueError, 'Unable to post pitcher cards')
     
     pc_query = await db_get('pitchingcards', params=[('cardset_id', CARDSET_ID)])
     if pc_query['count'] > 0:
@@ -1109,9 +1243,7 @@ async def post_pitching_cards(cards_df: pd.DataFrame):
 
         return pd.DataFrame(pc_data).set_index('key_bbref')
     else:
-        e_msg = 'Unable to pull newly posted batting cards'
-        logging.debug(e_msg, stack_info=True)
-        raise ValueError(e_msg)
+        log_exception(ValueError, 'Unable to pull newly posted pitcher cards')
 
 
 async def post_batting_ratings(ratings_df: pd.DataFrame):
@@ -1134,9 +1266,7 @@ async def post_batting_ratings(ratings_df: pd.DataFrame):
     if resp is not None:
         return True
     else:
-        e_msg = 'Unable to post batting ratings'
-        logging.debug(e_msg, stack_info=True)
-        raise ValueError(e_msg)
+        log_exception(ValueError, 'Unable to post batting ratings')
     
 
 async def post_pitching_ratings(ratings_df: pd.DataFrame):
@@ -1159,9 +1289,7 @@ async def post_pitching_ratings(ratings_df: pd.DataFrame):
     if resp is not None:
         return True
     else:
-        e_msg = 'Unable to post pitching ratings'
-        logging.debug(e_msg, stack_info=True)
-        raise ValueError(e_msg)
+        log_exception(ValueError, 'Unable to post pitching ratings')
 
 
 async def post_positions(pos_df: pd.DataFrame):
@@ -1178,9 +1306,7 @@ async def post_positions(pos_df: pd.DataFrame):
     if resp is not None:
         return True
     else:
-        e_msg = 'Unable to post positions'
-        logging.debug(e_msg, stack_info=True)
-        raise ValueError(e_msg)
+        log_exception(ValueError, 'Unable to post positions')
 
 
 async def post_batter_data(bs: pd.DataFrame, bc: pd.DataFrame, br: pd.DataFrame, dr: pd.DataFrame) -> int:
@@ -1255,17 +1381,16 @@ async def post_pitcher_data(ps: pd.DataFrame, pc: pd.DataFrame, pr: pd.DataFrame
     return len(all_players)
     
 
-
 async def run_batters(data_input_path: str, start_date: int, end_date: int, post_data: bool = False, season_pct: float = 1.0):
     print(f'Running the batter calcs...')
-    batter_start = datetime.datetime.now()
+    # batter_start = datetime.datetime.now()
 
     # Get batting stats
     batting_stats = get_batting_stats_by_date(f'{RETRO_FILE_PATH}{EVENTS_FILENAME}', start_date=start_date, end_date=end_date)
     bs_len = len(batting_stats)
 
-    end_calc = datetime.datetime.now()    
-    print(f'Combined batting stats: {(end_calc - batter_start).total_seconds():.2f}s\n')
+    # end_calc = datetime.datetime.now()    
+    # print(f'Combined batting stats: {(end_calc - batter_start).total_seconds():.2f}s\n')
     running_start = datetime.datetime.now()
 
     # Get running stats
@@ -1319,7 +1444,7 @@ async def run_batters(data_input_path: str, start_date: int, end_date: int, post
         logging.info(post_msg)
         print(post_msg)
     else:
-        post_msg = f'Players are NOT being posted to the database'
+        post_msg = f'{batting_stats.index.size} total batters\n\nPlayers are NOT being posted to the database'
         logging.warning(post_msg)
         print(post_msg)
 
@@ -1392,7 +1517,7 @@ async def run_pitchers(data_input_path: str, start_date: int, end_date: int, pos
         logging.info(post_msg)
         print(post_msg)
     else:
-        post_msg = f'Players are NOT being posted to the database'
+        post_msg = f'{pitching_stats.index.size} total pitchers\n\nPlayers are NOT being posted to the database'
         logging.warning(post_msg)
         print(post_msg)
     
@@ -1400,11 +1525,19 @@ async def run_pitchers(data_input_path: str, start_date: int, end_date: int, pos
 
 
 async def main(args):
+    if len(PROMO_INCLUSION_RETRO_IDS) > 0 and PLAYER_DESCRIPTION == 'Live':
+        msg = f'Player description is set to *Live*, but there are {len(PROMO_INCLUSION_RETRO_IDS)} IDs in the promo inclusion list. Clear the promo list or change the player description.'
+        log_exception(ValueError, msg=msg, level='error')
+    
+    if weeks_between(START_DATE, END_DATE) > 5 and len(PROMO_INCLUSION_RETRO_IDS) > 0:
+        msg = f'More than 5 weeks are included for a promo cardset. Please adjust START_DATE and/or END_DATE.'
+        log_exception(ValueError, msg=msg, level='error')
+
     batter_start = datetime.datetime.now()
     batting_stats = await run_batters(f'{DATA_INPUT_FILE_PATH}', start_date=START_DATE, end_date=END_DATE, post_data=POST_DATA, season_pct=SEASON_PCT)
     batting_stats.to_csv(f'batting_stats.csv')
     batter_end = datetime.datetime.now()
-    print(f'\n\nBatter time: {(batter_end - batter_start).total_seconds():.2f}s')
+    print(f'\nBatter time: {(batter_end - batter_start).total_seconds():.2f}s\n')
 
     pitcher_start = datetime.datetime.now()
     pitching_stats = await run_pitchers(f'{DATA_INPUT_FILE_PATH}', start_date=START_DATE, end_date=END_DATE, post_data=POST_DATA, season_pct=SEASON_PCT)

tests/retro_helpers

@@ -0,0 +1 @@
+from retrosheet_data import get_events_by_date

tests/test_date_math.py

@@ -0,0 +1,38 @@
+from datetime import datetime as dt
+from retrosheet_data import date_math, weeks_between, date_from_int
+
+def test_addition():
+    start_date = '20240101'
+
+    assert date_math(start_date, '+', year_delta=1) == '20250101'
+    assert date_math(start_date, '+', month_delta=2) == '20240301'
+    assert date_math(start_date, '+', day_delta=9) == '20240110'
+    assert date_math(start_date, '+', year_delta=1, month_delta=1, day_delta=1) == '20250202'
+    
+    start_date = '20241201'
+    
+    assert date_math(start_date, '+', month_delta=1) == '20250101'
+    assert date_math(start_date, '+', year_delta=2, month_delta=1) == '20270101'
+    assert date_math(start_date, '+', year_delta=2, month_delta=1, day_delta=10) == '20270111'
+
+def test_subtraction():
+    start_date = '20241201'
+
+    assert date_math(start_date, '-', year_delta=1) == '20231201'
+    assert date_math(start_date, '-', month_delta=2) == '20241001'
+    assert date_math(start_date, '-', day_delta=1) == '20241130'
+    assert date_math(start_date, '-', year_delta=1, month_delta=1, day_delta=1) == '20231031'
+
+    start_date = '20240101'
+    assert date_math(start_date, '-', month_delta=2) == '20231101'
+    assert date_math(start_date, '-', day_delta=2) == '20231230'
+
+
+def test_date_from_int():
+    assert date_from_int('20241201') == dt(2024, 12, 1)
+
+
+def test_weeks_between():
+    assert weeks_between('20241201', '20241214') == 2
+    assert weeks_between('20241001', '20251001') == 52
+    assert weeks_between('20251001', '20241001') == 52