Stats For Middlesbrough FC Player Robert Atherton
| Country: | Wales |
| Position:: | Forward |
| Played: | 66 |
| Sub: | 0 |
| Goals: | 13 |
| Yellow Cards: | 0 |
| Red Cards: | 0 |
Stats By Season
| Season | Appearances | Goals | Yellows | Reds |
| 1904-1905 | 29 | 4 | 0 | 0 |
| 1903-1904 | 37 | 9 | 0 | 0 |
Goals
| Date | Team | Goals | |
| 11/7/1903 | Sheffield United | 2 | Info |
| 10/24/1903 | Manchester United | 2 | Info |
| 9/3/1904 | Sheffield Wednesday | 1 | Info |
| 10/8/1904 | Small Heath | 1 | Info |
| 1/21/1905 | Derby County | 1 | Info |
| 2/11/1905 | Manchester City | 1 | Info |
| 11/28/1903 | Wolverhampton Wanderers | 1 | Info |
| 12/26/1903 | Nottingham Forest | 1 | Info |
| 1/23/1904 | Small Heath | 1 | Info |
| 2/20/1904 | Preston North End | 1 | Info |
| 3/26/1904 | Wolverhampton Wanderers | 1 | Info |