Walnut Grove is a city located in Jasper County, Georgia. Walnut Grove has a 2026 population of 1,649. Walnut Grove is currently growing at a rate of 4.7% annually and its population has increased by 24.64% since the most recent census, which recorded a population of 1,323 in 2020.