Walter Burke, nicknamed "Ping", is an American former Negro league pitcher who played in the 1930s.
A native of Greensboro, Georgia, Burke played for the Atlanta Black Crackers in 1937.
In eight recorded career games on the mound, he posted a 0.95 ERA with 48 strikeouts over 47.1 innings.
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