| 08/26/1901 | Wins the NBL National League Player of the Week Award. |
| 10/16/1901 | Won the 1901 National Baseball League NBL World Series with the Pittsburgh Pirates! |
| 01/01/1902 | OSA scouting updated ratings (potential): Contact: 17 (17); Power: 3 (3); Eye: 12 (12). |
| 10/01/1902 | Wins the NBL NL Batter of the Month Award. |
| 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: 17 (17); Power: 2 (2); Eye: 12 (12). |
| 05/11/1903 | Wins the NBL NL Player of the Week Award. |
| 06/01/1903 | Wins the NBL NL Batter of the Month Award. |
| 06/15/1903 | Wins the NBL NL Player of the Week Award. |
| 06/19/1903 | Signed a 3-year contract extension worth a total of $9,060 with the Pittsburgh Pirates organization. |
| 06/19/1903 | Goes 0-2 against the Boston Beaneaters, ending his hitting streak at 22 games. |
| 09/08/1903 | Scores his 1000th career National Baseball League run! |
| 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: 15 (15); Power: 2 (2); Eye: 11 (11). |
| 05/30/1904 | Wins the NBL NL Player of the Week Award. |
| 06/01/1904 | Wins the NBL NL Batter of the Month Award. |
| 07/18/1904 | Wins the NBL NL Player of the Week Award. |
| 09/13/1904 | Injured (bruised wrist), day-to-day for 1 day. |
| 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: 2 (2); Eye: 12 (12). |
| 07/01/1905 | Wins the NBL NL Batter of the Month Award. |
| 08/19/1905 | Collects his 2000th career National Baseball League hit! |
| 10/18/1905 | Won the 1905 National Baseball League NBL World Series with the Pittsburgh Pirates! |
| 10/19/1905 | Wins the 1905 NBL NL Gold Glove Award at LF. |
| 01/01/1906 | OSA scouting updated ratings (potential): Contact: 14 (14); Power: 2 (2); Eye: 12 (12). |
| 07/27/1906 | Signed a 3-year contract extension worth a total of $13,419 with the Pittsburgh Pirates organization. |
| 10/11/1906 | Injured (kidney stones), out for 4 days. |
| 01/01/1907 | OSA scouting updated ratings (potential): Contact: 13 (13); Power: 2 (2); Eye: 13 (13). |
| 05/01/1907 | Wins the NBL NL Batter of the Month Award. |
| 09/01/1907 | Wins the NBL NL Batter of the Month Award. |
| 10/17/1907 | Wins the 1907 NBL NL Gold Glove Award at LF. |
| 01/01/1908 | OSA scouting updated ratings (potential): Contact: 12 (12); Power: 1 (2); Eye: 13 (13). |
| 01/01/1909 | OSA scouting updated ratings (potential): Contact: 12 (12); Power: 2 (2); Eye: 13 (13). |
| 05/03/1909 | Wins the NBL NL Player of the Week Award. |
| 05/04/1909 | Collects his 2500th career National Baseball League hit! |
| 09/24/1909 | Collects his 1000th career National Baseball League RBI! |
| 10/20/1909 | Signed a 2-year contract extension worth a total of $7,720 with the Pittsburgh Pirates organization. |
| 01/01/1910 | OSA scouting updated ratings (potential): Contact: 12 (12); Power: 3 (3); Eye: 14 (14). |
| Year | GS | Rank | | 1901 | 140 | 1 | | 1903 | 139 | 2 | | 1905 | 153 | 7 | | 1909 | 155 | 1 | | | Year | PA | Rank | | 1902 | 651 | 5 | | 1903 | 642 | 5 | | 1904 | 694 | 4 | | 1905 | 684 | 7 | | 1908 | 662 | 9 | | 1909 | 683 | 6 | | | Year | AB | Rank | | 1904 | 626 | 4 | | 1905 | 611 | 10 | | 1909 | 592 | 10 | | | Year | H | Rank | | 1902 | 186 | 4 | | 1903 | 178 | 5 | | 1904 | 187 | 2 | | 1905 | 176 | 5 | | | Year | TB | Rank | | 1902 | 249 | 3 | | 1903 | 240 | 6 | | 1904 | 248 | 5 | | 1905 | 223 | 9 | | 1907 | 206 | 9 | |
| Year | 2B | Rank | | 1901 | 41 | 1 | | 1902 | 30 | 3 | | 1903 | 27 | 6 | | 1904 | 26 | 9 | | 1905 | 23 | 10 | | | Year | 3B | Rank | | 1902 | 12 | 7 | | 1903 | 16 | 4 | | 1904 | 16 | 3 | | 1907 | 16 | 3 | | 1909 | 12 | 7 | | | Year | SB | Rank | | 1901 | 42 | 5 | | 1902 | 38 | 8 | | 1907 | 39 | 5 | | 1908 | 33 | 6 | | | Year | RBI | Rank | | 1903 | 76 | 7 | | 1905 | 76 | 4 | | 1907 | 68 | 5 | | | Year | R | Rank | | 1901 | 100 | 1 | | 1902 | 118 | 1 | | 1903 | 108 | 2 | | 1904 | 87 | 4 | | 1905 | 82 | 7 | | 1907 | 73 | 7 | | 1908 | 77 | 9 | | 1909 | 79 | 8 | |
| Year | BB | Rank | | 1901 | 61 | 10 | | 1902 | 75 | 5 | | 1903 | 69 | 6 | | 1906 | 82 | 6 | | 1908 | 67 | 10 | | 1909 | 77 | 5 | | | Year | IBB | Rank | | 1901 | 13 | 5 | | 1902 | 17 | 3 | | 1903 | 11 | 9 | | 1908 | 11 | 10 | | | Year | HP | Rank | | 1901 | 9 | 9 | | 1903 | 11 | 4 | | | Year | SF | Rank | | 1901 | 8 | 6 | | 1904 | 6 | 8 | | 1907 | 8 | 2 | | | Year | EBH | Rank | | 1901 | 51 | 6 | | 1902 | 45 | 4 | | 1904 | 43 | 10 | | 1907 | 33 | 8 | |
| Year | AVG | Rank | | 1901 | .303 | 10 | | 1902 | .329 | 4 | | 1903 | .320 | 5 | | 1904 | .299 | 4 | | 1905 | .288 | 8 | | | Year | OBP | Rank | | 1902 | .412 | 3 | | 1903 | .403 | 2 | | 1904 | .359 | 8 | | | Year | SLG | Rank | | 1902 | .441 | 4 | | 1903 | .431 | 8 | | 1904 | .396 | 5 | | 1907 | .383 | 8 | | | Year | RC | Rank | | 1902 | 101.09 | 3 | | 1903 | 93.28 | 4 | | 1904 | 81.29 | 4 | | 1905 | 77.68 | 6 | | 1907 | 71.05 | 9 | | | Year | RC/27 | Rank | | 1902 | 6.66 | 3 | | 1903 | 6.05 | 7 | | 1904 | 4.50 | 5 | | 1905 | 4.45 | 9 | | 1907 | 4.54 | 7 | |
| Year | ISO | Rank | | 1901 | .122 | 10 | | 1902 | .112 | 5 | | 1906 | .090 | 10 | | 1907 | .099 | 6 | | | Year | WOBA | Rank | | 1902 | .362 | 3 | | 1903 | .360 | 5 | | 1904 | .336 | 5 | | 1905 | .316 | 8 | | 1907 | .319 | 10 | | | Year | OPS | Rank | | 1902 | .853 | 3 | | 1903 | .834 | 5 | | 1904 | .755 | 5 | | 1907 | .738 | 7 | | | Year | VORP | Rank | | 1902 | 54.2 | 3 | | 1903 | 40.9 | 8 | | 1904 | 28.6 | 7 | | 1907 | 24.6 | 10 | | |