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| Shortstops Single-Season Stolen Bases Leaderboard | |
| * - Indicates Hall of Fame |
| Rank | Player | Stolen Bases | PA | Year | Career Leaderboard |
| 1. | Candy Nelson | 59 | 696 | 1884 | |
| 2. | Pop Corkhill | 56 | 636 | 1884 | |
| 3. | Jimmy Wolf | 44 | 630 | 1884 | |
| Sam Wise | 44 | 607 | 1884 | ||
| 5. | Frank Fennelly | 40 | 642 | 1884 | |
| 6. | Bill McClellan | 39 | 627 | 1884 | |
| George Wright | 39 | 606 | 1884 | ||
| 8. | George Pinkney | 38 | 656 | 1884 | |
| 9. | Jack Rowe | 31 | 587 | 1884 | |
| 10. | Davy Force | 19 | 579 | 1884 | |
| 11. | Joe Mulvey | 15 | 168 | 1884 | |
| 12. | Arthur Irwin | 14 | 606 | 1884 | |
| 13. | Sadie Houck | 13 | 480 | 1884 | |
| 14. | Dick Johnston | 12 | 35 | 1884 | |
| 15. | Denny Mack | 11 | 234 | 1884 | |
| 16. | Deacon McGuire | 5 | 206 | 1884 | |
| 17. | Barney McLaughlin | 4 | 383 | 1884 | |
| 18. | Ed Yewell | 3 | 535 | 1884 | |
| 19. | Steve Bellan | 2 | 530 | 1884 | |
| 20. | Dasher Troy | 1 | 553 | 1884 | |
| Jack Leary | 1 | 483 | 1884 | ||
| Nick Scharf | 1 | 172 | 1884 | ||
| Jim Snyder | 1 | 169 | 1884 | ||
| Bill Morgan | 1 | 160 | 1884 |
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