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| Year | Team | G | PA | OUTS | RCsbr | RS | eRS | RS27 | RSi | RSpm | |
| 1898 | LOU | 22 | 85 | 50 | 10.1 | 10.0 | 7.6 | 5.45 | 113 | 1.2 | |
| 1899 | LOU | 30 | 89 | 59 | 8.3 | 7.5 | 8.0 | 3.43 | 67 | -3.7 | |
| 1900 | CIN | 18 | 78 | 49 | 14.4 | 7.5 | 10.6 | 4.22 | 84 | -1.5 | |
| 1901 | CHC | 140 | 636 | 374 | 122.9 | 82.5 | 86.8 | 6.20 | 142 | 25.3 | |
| 1902 | PHA | 137 | 637 | 394 | 89.2 | 83.5 | 69.4 | 5.50 | 116 | 11.1 | |
| 1903 | PHA | 98 | 428 | 263 | 67.7 | 45.5 | 51.5 | 4.45 | 114 | 5.3 | |
| 1904 | PHA | 147 | 624 | 412 | 63.4 | 52.0 | 55.5 | 3.25 | 95 | -2.4 | |
| 1905 | PHA | 150 | 674 | 404 | 82.7 | 58.0 | 65.1 | 3.80 | 109 | 4.6 | |
| 1906 | PHA | 144 | 632 | 406 | 69.5 | 63.0 | 58.3 | 4.07 | 117 | 8.7 | |
| 1907 | PHA | 143 | 624 | 376 | 77.0 | 61.0 | 62.1 | 4.29 | 124 | 11.8 | |
| 1908 | PHA | 129 | 561 | 356 | 55.0 | 51.0 | 49.5 | 3.61 | 113 | 5.3 | |
| 1909 | PHA | 83 | 323 | 203 | 32.3 | 24.0 | 27.9 | 3.13 | 96 | -1.0 | |
| 1910 | PHA | 90 | 351 | 230 | 30.5 | 33.5 | 28.7 | 3.97 | 116 | 4.7 | |
| 1911 | PHA | 25 | 51 | 32 | 4.3 | 4.5 | 4.1 | 3.87 | 88 | -0.6 | |
| Totals | 1356 | 5793 | 3608 | 727.4 | 583.5 | 4.37 | 68.8 | ||||
| Batting - Basic | ||||||||||||||
| Year | Team | G | AB | R | H | 2B | 3B | HR | RBI | SB | CS | BB | SO | AVG |
| 1898 | LOU | 22 | 71 | 11 | 23 | 0 | 0 | 0 | 9 | 2 | 0 | 11 | 9 | .324 |
| 1899 | LOU | 30 | 75 | 8 | 18 | 1 | 1 | 1 | 7 | 1 | 0 | 11 | 17 | .240 |
| 1900 | CIN | 18 | 64 | 10 | 21 | 2 | 1 | 2 | 5 | 7 | 0 | 8 | 9 | .328 |
| 1901 | CHC | 140 | 558 | 111 | 187 | 25 | 16 | 7 | 54 | 41 | 0 | 74 | 48 | .335 |
| 1902 | PHA | 137 | 545 | 109 | 154 | 20 | 12 | 5 | 58 | 47 | 0 | 87 | 26 | .283 |
| 1903 | PHA | 98 | 373 | 65 | 116 | 19 | 14 | 5 | 26 | 13 | 0 | 49 | 39 | .311 |
| 1904 | PHA | 147 | 534 | 79 | 135 | 17 | 12 | 2 | 25 | 19 | 0 | 75 | 83 | .253 |
| 1905 | PHA | 150 | 538 | 88 | 148 | 22 | 8 | 0 | 28 | 37 | 0 | 121 | 65 | .275 |
| 1906 | PHA | 144 | 533 | 96 | 136 | 21 | 9 | 1 | 30 | 31 | 0 | 88 | 55 | .255 |
| 1907 | PHA | 143 | 507 | 93 | 142 | 23 | 6 | 3 | 29 | 20 | 0 | 106 | 66 | .280 |
| 1908 | PHA | 129 | 460 | 73 | 112 | 16 | 6 | 4 | 29 | 15 | 0 | 93 | 55 | .243 |
| 1909 | PHA | 83 | 267 | 30 | 72 | 4 | 4 | 1 | 18 | 3 | 0 | 48 | 26 | .270 |
| 1910 | PHA | 90 | 285 | 45 | 63 | 10 | 3 | 0 | 22 | 11 | 0 | 58 | 45 | .221 |
| 1911 | PHA | 25 | 38 | 8 | 9 | 2 | 0 | 0 | 1 | 0 | 0 | 8 | 0 | .237 |
| Totals | 1356 | 4848 | 826 | 1336 | 182 | 92 | 31 | 341 | 247 | 0 | 837 | 543 | .276 | |
| 162 | GP | 579 | 99 | 160 | 22 | 11 | 4 | 41 | 30 | 0 | 100 | 65 | .276 | |
| 648 | PA | 542 | 92 | 149 | 20 | 10 | 3 | 38 | 28 | 0 | 94 | 61 | .276 | |
| Fielding | ||||||||||
| Year | Team | POS | G | IO | OUTS | OPM | E | E27 | Ei | Epm |
| 1898 | LOU | OF | 21 | 474 | 27 | -11 | 2 | 2.00 | 90 | -0.2 |
| 1899 | LOU | OF | 22 | 480 | 38 | -2 | 3 | 2.13 | 76 | -0.7 |
| 1900 | CIN | OF | 18 | 387 | 22 | -10 | 1 | 1.23 | 140 | 0.4 |
| 1901 | CHC | OF | 140 | 3810 | 289 | -5 | 15 | 1.40 | 118 | 2.7 |
| 1902 | PHA | OF | 137 | 3645 | 256 | -30 | 12 | 1.27 | 128 | 3.3 |
| 1903 | PHA | OF | 96 | 2433 | 150 | -29 | 5 | 0.90 | 151 | 2.5 |
| 1904 | PHA | OF | 147 | 3831 | 231 | -38 | 10 | 1.17 | 111 | 1.1 |
| 1905 | PHA | OF | 149 | 4125 | 261 | -27 | 17 | 1.76 | 77 | -4.0 |
| 1906 | PHA | OF | 144 | 3822 | 253 | -20 | 8 | 0.85 | 122 | 1.7 |
| 1907 | PHA | OF | 143 | 3825 | 202 | -64 | 7 | 0.94 | 122 | 1.6 |
| 1908 | PHA | OF | 129 | 3432 | 217 | -18 | 9 | 1.12 | 117 | 1.5 |
| 1909 | PHA | OF | 74 | 1920 | 140 | 6 | 5 | 0.96 | 145 | 2.2 |
| 1910 | PHA | OF | 83 | 2088 | 121 | -18 | 7 | 1.56 | 84 | -1.1 |
| 1911 | PHA | OF | 9 | 0 | 16 | 16 | 1 | 1.69 | 85 | -0.2 |
| Totals | 1312 | 34272 | 2223 | -250 | 102 | 1.24 | 10.8 | |||
| RSpm By Position | ||||||||||||
| Year | Team | P | C | 1B | 2B | 3B | SS | LF | CF | RF | DH | Total |
| GS By Position | |||||||||||
| Year | Team | P | C | 1B | 2B | 3B | SS | LF | CF | RF | DH |
| GS By Lineup Spot | ||||||||||
| Year | Team | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |