- Swan Districts highest score is 40.11 (251) v Subiaco at Bassendean Oval, 11 August 1979
- Swan Districts lowest score is 2.8 (20) v East Perth in 1968
- The club's longest winning sequence is 18 games in 1979 - 80
- The longest losing sequence is 20 games in 1950 - 51
- Swan Districts is one of only four clubs to have won the premiership from the last position position the previous year. Swans achieved this in 1961
- Swans has the longest losing sequence at any WAFL ground. They had gone 17 years (1939 - 56) without a win at Leederville Oval.
- Swans full-forward Eric Gorman holds the record for the most number of goals in a grand final. He kicked nine in 1963 against East Fremantle
- Garry Sidebottom kicked nine goals in the 1985 first semi-final against West Perth. Swans won the game 24.14 to 19.12
- Ruck-rover Graham Melrose kicked nine goals in the 1980 preliminary final against East Perth. Swans won the game 28.13 to 15.15
- Rover Brian Close is the only Swans player other then a full-forward to kick 10 goals or more in a game. This was achieved in 1975 when he kicked 10 goals against East Fremantle at Bassendean Oval
- Max George has kicked the most club goals in a game. He kicked 14 against West Perth in 1974
- Swan Districts is the only WAFL club to win more than one hat-trick of premierships since the second World War
- Swan Districts is the only club to celebrate its 50th season with a premiership. This was achieved in 1984 versus East Fremantle
- Swans are the most successful club in grand final play-offs. They have won 67 percent of grand finals contested
- John Todd is the first coach to win successive State and Australian premierships in the same year - 1984
- Bill Walker holds the WAFL record of four Sandover Medals
- Swans have won the Rodriguez Shield on five occasions - 1962, 1965, 1974, 1975 and 1980
- The Club has appeared in finals on 24 occasions - 1937, 1938, 1943, 1945, 1961, 1962, 1963, 1965, 1974, 1975, 1980, 1981, 1982, 1983, 1984, 1985, 1987, 1990, 1991, 1992, 1993, 1994, 2004, 2005
- Record crowd of 22,300 at Bassendean occurred May 10, 1980. Swans 27.20 (182) defeated West Perth 8.8 (56)
- Joel Cornelius retired from League football in 2006, after 221 games for Swans, of which 219 were consecutive - a WAFL record
- Swans have produced two players to head the VFL/AFL goalkicking - Simon Beasley (105 goals in 1985 with Footsgray) and Scott Cummings (95 goals in 1999 with West Coast)
- Swans celebrated its 1500th league game since debut by defeating West Perth on April 15 2006 - It was also 150 games for Shane Beros
- Swans has the longest losing sequence at any WAFL ground. 17 years without a win at Leederville Oval - 1939-56
- There has been 37 sets of brothers play league football for Swans and 24 fathers have had sons follow them to play at Bassendean
- In the Swans hat-trick of premierships in 1961 - 63 and 1982 84 number 17 was worn by six different players
- In Swans seven premierships only numbers 7, 11 and 18 featured in all grand finals
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