He supposedly based his character 'Popeye' on a character he knew growing up in the Mississippi river town. I already knew some of this stuff because I live in Southern Illinois but I will take a quote from Wikipedia because it is easier. ;)
"In 1977, Segar's hometown of Chester, Illinois honored its native son with a park named in his honor. The park is home to a six-foot-tall bronze statue of Popeye, and since 1980 has been the site of the annual Popeye Picnic, a weekend-long event that celebrates the character with a parade, film festival and other activities.<5> In 2006, Chester launched the ambitious "Popeye & Friends Character Trail," which links a series of statues of Segar's characters located throughout town.<6> Each stands on a base inscribed with the names of donors who contributed to its cost, and is unveiled and dedicated during the Popeye Picnic. The 2006 debut sculpture of hamburger-loving Wimpy stands in Gazebo Park. A statue of Olive Oyl, Swee'Pea and the Jeep, located downtown near the Randolph County Courthouse, followed in 2007. In 2008, a Bluto statue was dedicated at the corner of Swanwick and W. Holmes Streets, in front of Buena Vista Bank. The 2009 statue of Castor Oyl and Bernice the Whiffle Hen stands in front of Chester Memorial Hospital. An additional 11 statues will be unveiled at the rate of one per year until 2019, when a bust of Segar at his birthplace will mark the cartoonist's 125th birthday. To keep the slate on schedule, one year will feature two dedications, with the Sea Hag as the "wild card."
http://en.wikipedia.org/wiki/E._C._SegarJust remember we also have Metropolis Illinois, home of the Superman statue and festival. (That is where Obama posted with Superman behind him.)
I am so proud...I never go to either of these events and have only went to Metropolis perhaps once and don't ever remember going to Chester though that does not mean I have never done so. Chester is also home to Menard Correction Center which was formally known as Menard Illinois State Penitentiary and before that as Southern Illinois Penitentiary. You will hear it mentioned in any gangster (of the thirties) movies set in Chicago.