| 06/17/1901 | Wins the NBL National League Player of the Week Award. |
| 08/12/1901 | Wins the NBL National League Player of the Week Award. |
| 08/27/1901 | Goes 0-4 against the St. Louis Cardinals, ending his hitting streak at 20 games. |
| 10/16/1901 | Won the 1901 National Baseball League NBL World Series with the Pittsburgh Pirates! |
| 11/07/1901 | Received a 1-year contract worth a total of $704 through arbitration. |
| 01/01/1902 | OSA scouting updated ratings (potential): Contact: 19 (19); Power: 3 (3); Eye: 9 (9). |
| 05/26/1902 | Wins the NBL NL Player of the Week Award. |
| 08/04/1902 | Wins the NBL NL Player of the Week Award. |
| 08/15/1902 | Signed a 1-year contract extension worth a total of $994 with the Pittsburgh Pirates organization. |
| 08/25/1902 | Wins the NBL NL Player of the Week Award. |
| 08/27/1902 | Goes 0-4 against the Boston Beaneaters, ending his hitting streak at 27 games. |
| 09/01/1902 | Wins the NBL NL Batter of the Month Award. |
| 09/02/1902 | Goes 5-5 against the Brooklyn Superbas, with 1 3B, 1 HR, 4 RBI and 2 R. |
| 10/14/1902 | Won the 1902 National Baseball League NBL World Series with the Pittsburgh Pirates! |
| 01/01/1903 | OSA scouting updated ratings (potential): Contact: 18 (18); Power: 3 (3); Eye: 8 (8). |
| 06/17/1903 | Signed a 1-year contract extension worth a total of $1,100 with the Pittsburgh Pirates organization. |
| 07/27/1903 | Wins the NBL NL Player of the Week Award. |
| 10/06/1903 | Won the 1903 National Baseball League NBL World Series with the Pittsburgh Pirates! |
| 01/01/1904 | OSA scouting updated ratings (potential): Contact: 16 (16); Power: 3 (3); Eye: 7 (8). |
| 05/30/1904 | Signed a 1-year contract extension worth a total of $1,600 with the Pittsburgh Pirates organization. |
| 10/21/1904 | Won the 1904 National Baseball League NBL World Series with the Pittsburgh Pirates! |
| 01/01/1905 | OSA scouting updated ratings (potential): Contact: 14 (14); Power: 3 (3); Eye: 7 (8). |
| 05/26/1905 | Signed a 2-year contract extension worth a total of $6,560 with the Pittsburgh Pirates organization. |
| 07/06/1905 | Injured (back stiffness), out for 1-2 weeks. |
| 10/08/1905 | Goes 5-6 against the Cincinnati Reds, with 3 RBI and 1 R. |
| 10/18/1905 | Won the 1905 National Baseball League NBL World Series with the Pittsburgh Pirates! |
| 01/01/1906 | OSA scouting updated ratings (potential): Contact: 14 (15); Power: 3 (3); Eye: 8 (8). |
| 01/01/1907 | OSA scouting updated ratings (potential): Contact: 13 (13); Power: 2 (2); Eye: 9 (9). |
| 10/21/1907 | Signed a 3-year contract extension worth a total of $13,041 with the Pittsburgh Pirates organization. |
| 01/01/1908 | OSA scouting updated ratings (potential): Contact: 11 (13); Power: 2 (2); Eye: 9 (9). |
| 08/29/1908 | Injured (shoulder soreness), day-to-day for 2 weeks. |
| 09/06/1908 | Suffered setback in recovery from injury, will miss another 1-2 weeks. |
| 09/19/1908 | Injured (sprained ankle), day-to-day for 4 days. |
| 01/01/1909 | OSA scouting updated ratings (potential): Contact: 11 (11); Power: 2 (2); Eye: 11 (11). |
| 01/01/1910 | OSA scouting updated ratings (potential): Contact: 10 (10); Power: 2 (2); Eye: 12 (12). |
| Year | GS | Rank | | 1901 | 140 | 1 | | 1903 | 139 | 2 | | | Year | PA | Rank | | 1901 | 666 | 2 | | 1902 | 633 | 10 | | 1903 | 647 | 3 | | 1904 | 677 | 8 | | | Year | AB | Rank | | 1901 | 582 | 9 | | 1903 | 582 | 6 | | 1904 | 620 | 6 | | | Year | H | Rank | | 1901 | 180 | 7 | | 1902 | 201 | 2 | | 1903 | 191 | 3 | | 1904 | 175 | 5 | | | Year | TB | Rank | | 1902 | 244 | 4 | | 1903 | 243 | 5 | | 1904 | 229 | 8 | |
| Year | HR | Rank | | 1902 | 4 | 7 | | 1903 | 7 | 4 | | 1904 | 5 | 10 | | 1905 | 6 | 3 | | | | Year | RBI | Rank | | 1902 | 88 | 2 | | 1903 | 74 | 9 | | 1905 | 85 | 1 | | | Year | R | Rank | | 1901 | 90 | 6 | | 1902 | 90 | 7 | | 1904 | 92 | 3 | | 1905 | 79 | 10 | | | Year | BB | Rank | | 1901 | 71 | 6 | | 1903 | 57 | 10 | |
| Year | IBB | Rank | | 1901 | 20 | 1 | | 1902 | 12 | 7 | | 1903 | 12 | 6 | | | Year | SF | Rank | | 1902 | 9 | 1 | | 1905 | 10 | 2 | | | Year | AVG | Rank | | 1901 | .309 | 9 | | 1902 | .357 | 2 | | 1903 | .328 | 4 | | 1904 | .282 | 6 | | | Year | OBP | Rank | | 1901 | .386 | 10 | | 1902 | .413 | 2 | | 1903 | .391 | 6 | | | Year | SLG | Rank | | 1902 | .433 | 5 | | 1904 | .369 | 9 | | 1905 | .380 | 10 | |
| Year | RC | Rank | | 1901 | 85.28 | 10 | | 1902 | 104.24 | 2 | | 1903 | 94.67 | 3 | | | Year | RC/27 | Rank | | 1902 | 7.29 | 2 | | 1903 | 6.19 | 5 | | | | Year | WOBA | Rank | | 1902 | .364 | 2 | | 1903 | .348 | 9 | | 1904 | .308 | 9 | | | Year | OPS | Rank | | 1902 | .846 | 4 | | 1903 | .808 | 9 | | 1904 | .702 | 10 | |
| Year | VORP | Rank | | 1902 | 55.0 | 2 | | 1903 | 49.2 | 4 | | | | | |