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A project analyzing citibike data and building a model to predict ride duration. Data comes from citibike, weather query builder, and the new york MTA. The data encompasses the complete 2023 year and can be accessed online at these links: https://citibikenyc.com/system-data https://data.ny.gov/Transportation/MTA-Daily-Ridership-Data-Beginning-2020/vxuj-8kew/about_data https://www.visualcrossing.com/weather/weather-data-services# https://www.opm.gov/policy-data-oversight/pay-leave/federal-holidays/#url=Historical-Data