Farrelly was elected as a Republican to the Seventeenth Congress, and was reelected as a Jackson Republican to the Eighteenth Congress and as a Jacksonian candidate to the Nineteenth Congress and served until his death in Meadville in 1826.
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He was elected as an Adams candidate to the Nineteenth Congress to fill the vacancy caused by the death of Patrick Farrelly.