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Michelle Minkoff, an Interactive Producer for the Associated Press since 2011, creates data-driven Web projects and visualizations for news designed to capitalize on the Web's interactive nature. Recently, she has focused on political applications and mapping. Previously, she was a Data Producer at PBS and interned at the Los Angeles Times' Data Desk. She's a 2010 graduate of Northwestern University's Medill School of Journalism.