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| Year | Team | G | PA | OUTS | RCsbr | RS | eRS | RS27 | RSi | RSpm | |
| 1896 | BLN | 15 | 63 | 44 | 6.0 | 6.5 | 5.3 | 3.91 | 67 | -3.2 | |
| 1898 | BSN | 10 | 30 | 25 | 1.1 | 4.5 | 1.7 | 4.63 | 96 | -0.2 | |
| 1899 | BLN | 136 | 563 | 359 | 88.8 | 84.5 | 64.8 | 6.05 | 118 | 12.1 | |
| 1900 | STL | 126 | 539 | 354 | 76.6 | 75.0 | 59.0 | 5.78 | 114 | 9.5 | |
| 1901 | BLA | 115 | 472 | 301 | 79.0 | 85.5 | 57.9 | 7.37 | 145 | 25.7 | |
| 1902 | WSH | 119 | 515 | 349 | 78.2 | 86.0 | 64.5 | 6.59 | 139 | 23.9 | |
| 1903 | PHI | 100 | 429 | 281 | 69.5 | 58.0 | 53.8 | 6.06 | 133 | 15.7 | |
| Totals | 621 | 2611 | 1713 | 399.2 | 400.0 | 6.30 | 83.5 | ||||
| Batting - Basic | ||||||||||||||
| Year | Team | G | AB | R | H | 2B | 3B | HR | RBI | SB | CS | BB | SO | AVG |
| 1896 | BLN | 15 | 58 | 8 | 14 | 3 | 0 | 0 | 5 | 4 | 0 | 3 | 5 | .241 |
| 1898 | BSN | 10 | 30 | 5 | 5 | 2 | 0 | 0 | 4 | 0 | 0 | 0 | 3 | .167 |
| 1899 | BLN | 136 | 523 | 96 | 172 | 22 | 16 | 3 | 73 | 33 | 0 | 16 | 16 | .329 |
| 1900 | STL | 126 | 497 | 78 | 149 | 26 | 10 | 1 | 72 | 32 | 0 | 25 | 15 | .300 |
| 1901 | BLA | 115 | 442 | 78 | 145 | 20 | 21 | 2 | 93 | 24 | 0 | 18 | 23 | .328 |
| 1902 | WSH | 119 | 483 | 82 | 145 | 33 | 9 | 9 | 90 | 27 | 0 | 14 | 22 | .300 |
| 1903 | PHI | 100 | 400 | 53 | 128 | 27 | 7 | 3 | 63 | 11 | 0 | 14 | 32 | .320 |
| Totals | 621 | 2433 | 400 | 758 | 133 | 63 | 18 | 400 | 131 | 0 | 90 | 116 | .312 | |
| 162 | GP | 635 | 104 | 198 | 35 | 16 | 5 | 104 | 34 | 0 | 23 | 30 | .312 | |
| 648 | PA | 604 | 99 | 188 | 33 | 16 | 4 | 99 | 33 | 0 | 22 | 29 | .312 | |
| Fielding | ||||||||||
| Year | Team | POS | G | IO | OUTS | OPM | E | E27 | Ei | Epm |
| 1896 | BLN | 2B | 8 | 147 | 24 | -7 | 2 | 2.25 | 77 | -0.5 |
| 1898 | BSN | 2B | 4 | 60 | 13 | 0 | 0 | 0.00 | 0.8 | |
| 1899 | BLN | 2B | 46 | 1050 | 211 | -15 | 13 | 1.66 | 102 | 0.2 |
| 1900 | STL | 2B | 116 | 2988 | 521 | -81 | 41 | 2.12 | 84 | -6.4 |
| 1902 | WSH | 2B | 40 | 1059 | 218 | 3 | 11 | 1.36 | 109 | 1.0 |
| 1896 | BLN | 3B | 6 | 165 | 19 | -3 | 6 | 8.53 | 38 | -3.7 |
| 1900 | STL | 3B | 3 | 87 | 13 | 0 | 1 | 2.08 | 152 | 0.5 |
| 1902 | WSH | 3B | 14 | 333 | 42 | -3 | 10 | 6.43 | 41 | -5.9 |
| 1898 | BSN | OF | 1 | 42 | 4 | 1 | 0 | 0.00 | 0.3 | |
| 1899 | BLN | OF | 1 | 30 | 3 | 1 | 0 | 0.00 | 0.2 | |
| 1902 | WSH | OF | 65 | 1683 | 124 | -8 | 12 | 2.61 | 62 | -4.6 |
| 1903 | PHI | OF | 100 | 2496 | 158 | -26 | 10 | 1.71 | 98 | -0.2 |
| 1898 | BSN | SS | 4 | 42 | 9 | 0 | 0 | 0.00 | 0.9 | |
| 1899 | BLN | SS | 90 | 2265 | 452 | -43 | 53 | 3.17 | 84 | -8.4 |
| 1900 | STL | SS | 7 | 174 | 35 | -4 | 8 | 6.17 | 37 | -5.1 |
| 1901 | BLA | SS | 112 | 2829 | 553 | -24 | 97 | 4.74 | 65 | -34.3 |
| 1902 | WSH | SS | 2 | 54 | 11 | -1 | 1 | 2.45 | 85 | -0.2 |
| Totals | 619 | 15504 | 2410 | -210 | 265 | 2.97 | -65.4 | |||
| 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 |