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| Year | Age | Lvl | Lg | Org | G | AB | R | H | 2B | 3B | HR | RBI | BB | IBB | SO | SB | CS | SH | SF | HB | GIDP | BA | OBA | SLG | OPS |
| 1884 | 19 | MLB | NL | PHI | 9 | 30 | 3 | 7 | 0 | 0 | 0 | 0 | 4 | 0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | .233 | .324 | .233 | .557 | | 1885 | 20 | MLB | NL | PHI | 52 | 188 | 14 | 36 | 11 | 3 | 1 | 14 | 2 | 0 | 30 | 0 | 0 | 0 | 0 | 0 | 0 | .191 | .200 | .298 | .498 | | 1886 | 21 | MLB | NL | PHI | 54 | 185 | 15 | 38 | 5 | 1 | 0 | 11 | 7 | 0 | 34 | 4 | 0 | 0 | 0 | 0 | 0 | .205 | .234 | .243 | .478 | | 1887 | 22 | MLB | NL | PHI | 66 | 246 | 48 | 69 | 13 | 7 | 1 | 47 | 9 | 0 | 24 | 7 | 0 | 0 | 0 | 4 | 0 | .280 | .317 | .402 | .719 | | 1888 | 23 | MLB | NL | PHI | 86 | 326 | 26 | 80 | 8 | 4 | 1 | 32 | 10 | 0 | 36 | 3 | 0 | 0 | 0 | 4 | 0 | .245 | .276 | .304 | .580 | | 1889 | 24 | MLB | NL | PHI | 78 | 310 | 51 | 88 | 17 | 1 | 4 | 35 | 29 | 0 | 21 | 3 | 0 | 0 | 0 | 1 | 0 | .284 | .347 | .384 | .731 | | 1890 | 25 | MLB | NL | PHI | 97 | 381 | 64 | 120 | 23 | 8 | 7 | 74 | 45 | 0 | 30 | 10 | 0 | 0 | 0 | 3 | 0 | .315 | .392 | .472 | .864 | | 1891 | 26 | MLB | NL | PHI | 107 | 423 | 58 | 131 | 29 | 4 | 4 | 75 | 43 | 0 | 19 | 3 | 0 | 0 | 0 | 5 | 0 | .310 | .380 | .426 | .806 | | 1892 | 27 | MLB | NL | PHI | 109 | 402 | 50 | 106 | 25 | 6 | 8 | 76 | 43 | 0 | 40 | 7 | 0 | 0 | 0 | 3 | 0 | .264 | .339 | .415 | .755 | | 1893 | 28 | MLB | NL | PHI | 94 | 376 | 64 | 107 | 20 | 3 | 17 | 80 | 39 | 0 | 29 | 3 | 0 | 0 | 0 | 5 | 0 | .285 | .360 | .489 | .849 | | 1894 | 29 | MLB | NL | PHI | 45 | 159 | 26 | 55 | 6 | 5 | 3 | 36 | 24 | 0 | 7 | 6 | 0 | 0 | 0 | 8 | 0 | .346 | .455 | .503 | .959 | | 1895 | 30 | MLB | NL | PHI | 88 | 322 | 64 | 127 | 27 | 2 | 13 | 75 | 22 | 0 | 7 | 3 | 0 | 3 | 0 | 8 | 0 | .394 | .446 | .612 | 1.058 | | 1896 | 31 | MLB | NL | PHI | 57 | 184 | 35 | 66 | 5 | 7 | 5 | 45 | 17 | 0 | 14 | 2 | 0 | 6 | 0 | 5 | 0 | .359 | .427 | .543 | .971 | | 1897 | 32 | MLB | NL | PHI | 55 | 185 | 18 | 44 | 4 | 2 | 6 | 36 | 12 | 0 | 0 | 3 | 0 | 4 | 0 | 6 | 0 | .238 | .305 | .378 | .684 | | 1898 | 33 | MLB | NL | STL | 99 | 335 | 39 | 86 | 19 | 5 | 3 | 41 | 21 | 0 | 0 | 1 | 0 | 8 | 0 | 7 | 0 | .257 | .314 | .370 | .684 | | 1899 | 34 | MLB | NL | CSP | 4 | 12 | 1 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | .250 | .308 | .250 | .558 | | 1900 | 35 | MLB | NL | BOS | 16 | 42 | 6 | 13 | 1 | 0 | 1 | 10 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | .310 | .370 | .405 | .774 | | Totals | | | | | G | AB | R | H | 2B | 3B | HR | RBI | BB | IBB | SO | SB | CS | SH | SF | HB | GIDP | BA | OBA | SLG | OPS |
| Career | PHI | 997 | 3717 | 536 | 1074 | 193 | 53 | 70 | 636 | 306 | 0 | 299 | 54 | 0 | 13 | 0 | 52 | 0 | .289 | .351 | .426 | .777 | | Career | STL | 99 | 335 | 39 | 86 | 19 | 5 | 3 | 41 | 21 | 0 | 0 | 1 | 0 | 8 | 0 | 7 | 0 | .257 | .314 | .370 | .684 | | Career | CSP | 4 | 12 | 1 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | .250 | .308 | .250 | .558 | | Career | ATL | 16 | 42 | 6 | 13 | 1 | 0 | 1 | 10 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | .310 | .370 | .405 | .774 | | Career | Majors | 1116 | 4106 | 582 | 1176 | 213 | 58 | 74 | 687 | 330 | 0 | 299 | 55 | 0 | 21 | 0 | 61 | 0 | .286 | .348 | .421 | .769 |
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