Neelyville is a city in Butler County in Southeast Missouri, United States. The population was 318 at the 2020 census. Neelyville is included wit…Neelyville is a city in Butler County in Southeast Missouri, United States. The population was 318 at the 2020 census. Neelyville is included within the Poplar Bluff Micropolitan Statistical Area. Neelyville was laid out in 1870. It was situated along the St. Louis, Iron Mountain and Southern Railway. The community was named after Obadiah Neely, an early citizen. A post office called Neelyville has been in operation since 1873.
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