|Date of birth||29 October 1888|
|Place of birth||Argentina|
|Alumni Athletic Club|
|* Senior club appearances and goals counted for the domestic league only. † Appearances (Goals).|
Brown had four brothers who were also Argentine international players – Alfredo, Carlos, Ernesto and Jorge – as well as one cousin, Juan Domingo. Two other brothers – Diego and Tomás – were also footballers.
Brown played club football for Alumni Athletic Club, and international football for the Argentine national side. Brown was top-scorer in the Primera División in the 1906, 1907, 1908 and 1909 seasons.
- Dan Brennan (15 November 2008). "Argentine football returns to roots of its Scottish founder". The Scotsman. Retrieved 4 July 2009.
- "The dynasty of Argentina's Brown brothers". IFFHS. Retrieved 4 July 2009.
- "Argentina - List of Topscorers". RSSSF. Retrieved 4 July 2009.
- "Eliseo Brown's matches". Soccer-db.info. Retrieved 14 October 2012.
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