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One of the snakes broke a statewide record, coming in at 16 feet long and weighing 140 pounds.
"It's just kind of jaw-dropping," biologist Ian Bartoszek, who is working with the Conservacy, told the Miami Herald.
From the study, researchers learned many of the snakes like to hide in burrows made by other animals and usually mate in groups instead of pairs.
Pythons are an invasive species in Florida's ecological landscape. Many being released pets or escapees from breeding facilities, they have become one of the state's top natural predators.
In response to the staggering python population in South Florida -- especially in and around Everglades National Park -- the state has enacted several measures in an attempt to control it.
One of the measures includes an annual python challenge, which awards cash prizes to those who capture the most pythons during the competition. Awards are given to winners in other categories including "Longest Python" as well.
This year's challenge took place last month and brought in a total of 106 captured snakes. The longest python, captured by a team of hunters, also measured in at 15 feet long.