Geospatial

Introduction Background Project goals Goals Problems with report and potential solutions Project focus Setup Packages Data Data preview Preliminary exploration and cleaning First cleaning Entrance analysis Removing entrance info and more tidying Trouble ahead ADA fixes and hitting a wall Manual data cleaning Reasoning and Resources By lowest number of stations Shuttles G train Z train 7 train E train L train B train 4 train By primary trunk line J train A train C train 5 train 6 train D train F train M train 1 train 2 train 3 train R train N train W train Q train Analysis and Visualization By Route By Borough By Neighborhood Census tract buffer analysis Conclusion Session Info Introduction Background The initial inspiration for this work was the Data for Democracy NYC Accessibility project (Project GitHub Repo), which focused on exploring the lack of ADA-accessible stations in the New York City subway system.