Ocean Springs is a city in Jackson County, Mississippi, United States, approximately 2 miles east of Biloxi and west of Gautier. It is part of the Pascagoula, Mississippi Metropolitan Statistical Area. The population was 17,225 at the 2000 U.S. Census. As of the 2010 U.S. Census, the city of Ocean Springs had a population of 17,442.The town has a reputation as an arts community. The town was voted as a top 10 Happiest Seaside Town by Coastal Living in 2015. Its historic and secluded downtown area, with streets lined by live oak trees, is home to several art galleries and shops. It is also home to a number of ethnic restaurants relatively uncommon in surrounding communities.Ocean Springs was the hometown of the late Walter Inglis Anderson, a nationally renowned painter and muralist who died in 1965 from lung cancer. The town plays host to several festivals, including its Peter Anderson Festival and The Herb Festival.