Mitchell is a city in Lawrence County, Indiana, United States. The population was 4,567 at the 2000 census. It is the birthplace of astronaut Gus Grissom, Purdue University Mechanical Engineering graduate, who flew on Liberty Bell 7, Gemini 3, and who died in a launch pad fire at Kennedy Space Center in 1967.