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Abstract The purpose of this thesis was to investigate the relationship between bicycle ridership and bike racks in a given area. The goal was to discern whether or not the density of bike racks determines the number of riders in the area. I predicted that there would be higher ridership in the areas with a denser bike rack concentration. To investigate this point, I set up five different areas of varying sizes with a similar number of bike racks, and then observed them over a period of 5 business days. By using a simple tally of the bikes found on the racks and bikes locked to other objects, like railings, I collected data in the area during the day when there were likely to be many commuter bikes parked outside. The results show that there is a positive relationship between the density of bike racks in a given area and bike ridership. While there is a positive r-value, more data collection needs to be done to determine the relationship that may exist between bike ridership and bike racks.