Plainfield's smallest park at seven acres, Anderson Park was founded only a few years ago on land donated to the town by the state. Named after Frank Anderson, a 27-year park employee and foreman, the park is located along South Center Street just west of Swinford Park.
Anderson Park features a picnic shelter and a children's playground, as well as bench seating that can be used for sunning. It is connected to Swinford Park by a walkway that crosses South Center Street, and to Hummel Park via a walkway that winds south along South Center.