| 09/01/1901 | Wins the NBL National League Batter of the Month Award. |
| 11/07/1901 | Received a 1-year contract worth a total of $825 through arbitration. |
| 01/01/1902 | OSA scouting updated ratings (potential): Contact: 15 (15); Power: 3 (3); Eye: 12 (12). |
| 11/05/1902 | Received a 1-year contract worth a total of $825 through arbitration. |
| 01/01/1903 | OSA scouting updated ratings (potential): Contact: 14 (14); Power: 3 (3); Eye: 11 (11). |
| 10/28/1903 | Received a 1-year contract worth a total of $1,065 through arbitration. |
| 01/01/1904 | OSA scouting updated ratings (potential): Contact: 14 (14); Power: 3 (3); Eye: 11 (11). |
| 11/15/1904 | Became a free agent. |
| 12/13/1904 | Signed a 3-year contract worth a total of $24,000 with the Chicago Cubs organization. |
| 01/01/1905 | OSA scouting updated ratings (potential): Contact: 15 (15); Power: 3 (3); Eye: 11 (11). |
| 05/16/1905 | Goes 5-6 against the New York Giants, with 1 2B, 0 RBI and 1 R. |
| 01/01/1906 | OSA scouting updated ratings (potential): Contact: 14 (14); Power: 2 (3); Eye: 11 (11). |
| 04/26/1906 | Injured (knee soreness), out for 6 days. |
| 04/30/1906 | Wins the NBL NL Player of the Week Award. |
| 05/28/1906 | Wins the NBL NL Player of the Week Award. |
| 06/01/1906 | Wins the NBL NL Batter of the Month Award. |
| 01/01/1907 | OSA scouting updated ratings (potential): Contact: 14 (14); Power: 2 (2); Eye: 12 (12). |
| 01/20/1907 | Signed a 3-year contract extension worth a total of $27,600 with the Chicago Cubs organization. |
| 01/01/1908 | OSA scouting updated ratings (potential): Contact: 12 (13); Power: 2 (2); Eye: 12 (12). |
| 05/01/1908 | Wins the NBL NL Batter of the Month Award. |
| 01/01/1909 | OSA scouting updated ratings (potential): Contact: 10 (10); Power: 1 (2); Eye: 11 (11). |
| 01/01/1910 | OSA scouting updated ratings (potential): Contact: 11 (11); Power: 2 (2); Eye: 12 (12). |
| Year | GS | Rank | | 1901 | 140 | 1 | | 1902 | 140 | 1 | | 1904 | 154 | 1 | | | Year | H | Rank | | 1901 | 176 | 8 | | 1905 | 166 | 10 | | 1906 | 164 | 9 | | 1907 | 167 | 6 | | | Year | TB | Rank | | 1901 | 251 | 8 | | 1902 | 227 | 8 | | 1905 | 223 | 9 | | 1906 | 223 | 7 | | 1907 | 230 | 4 | | | Year | 2B | Rank | | 1902 | 33 | 2 | | 1905 | 29 | 4 | | 1906 | 26 | 6 | | 1907 | 27 | 3 | | | Year | 3B | Rank | | 1901 | 18 | 2 | | 1906 | 15 | 2 | | 1907 | 15 | 4 | |
| Year | HR | Rank | | 1901 | 6 | 8 | | 1904 | 5 | 10 | | | Year | SB | Rank | | 1901 | 44 | 4 | | 1902 | 42 | 2 | | 1903 | 33 | 9 | | 1905 | 44 | 5 | | | Year | RBI | Rank | | 1902 | 85 | 5 | | 1905 | 70 | 9 | | 1906 | 69 | 9 | | 1907 | 66 | 7 | | | Year | R | Rank | | 1901 | 88 | 8 | | 1905 | 86 | 5 | | 1906 | 76 | 6 | | 1907 | 75 | 6 | | 1908 | 75 | 10 | | | Year | BB | Rank | | 1901 | 85 | 3 | | 1902 | 76 | 4 | | 1905 | 72 | 7 | | 1908 | 72 | 6 | |
| Year | IBB | Rank | | 1901 | 17 | 2 | | 1902 | 15 | 5 | | 1904 | 13 | 5 | | 1905 | 18 | 1 | | 1908 | 20 | 1 | | | Year | HP | Rank | | 1905 | 10 | 8 | | 1906 | 16 | 3 | | 1907 | 9 | 6 | | | | Year | EBH | Rank | | 1901 | 45 | 9 | | 1902 | 45 | 4 | | 1905 | 42 | 7 | | 1906 | 42 | 6 | | 1907 | 44 | 4 | | | Year | AVG | Rank | | 1901 | .337 | 3 | | 1902 | .309 | 8 | | 1905 | .300 | 6 | | 1906 | .293 | 8 | | 1907 | .290 | 7 | |
| Year | OBP | Rank | | 1901 | .432 | 2 | | 1902 | .391 | 5 | | 1905 | .386 | 4 | | 1906 | .389 | 6 | | 1907 | .377 | 9 | | | Year | SLG | Rank | | 1901 | .480 | 2 | | 1902 | .420 | 7 | | 1905 | .403 | 3 | | 1906 | .399 | 5 | | 1907 | .399 | 5 | | | Year | RC | Rank | | 1901 | 98.81 | 3 | | 1902 | 88.47 | 5 | | 1905 | 81.65 | 4 | | 1906 | 82.92 | 7 | | 1907 | 94.35 | 2 | | 1908 | 77.11 | 10 | | | Year | RC/27 | Rank | | 1901 | 6.67 | 3 | | 1902 | 5.81 | 6 | | 1905 | 5.09 | 6 | | 1906 | 5.21 | 7 | | 1907 | 6.07 | 2 | | 1908 | 5.04 | 9 | | | Year | ISO | Rank | | 1901 | .143 | 5 | | 1902 | .111 | 7 | | 1905 | .103 | 9 | | 1906 | .106 | 6 | | 1907 | .109 | 4 | |
| Year | WOBA | Rank | | 1901 | .383 | 2 | | 1902 | .344 | 8 | | 1905 | .335 | 4 | | 1906 | .347 | 2 | | 1907 | .341 | 3 | | | Year | OPS | Rank | | 1901 | .912 | 2 | | 1902 | .810 | 6 | | 1905 | .789 | 4 | | 1906 | .787 | 5 | | 1907 | .776 | 5 | | | Year | VORP | Rank | | 1901 | 48.5 | 2 | | 1902 | 40.8 | 6 | | 1905 | 37.7 | 3 | | 1906 | 34.7 | 8 | | 1907 | 39.9 | 4 | | | |