With its lower densities and longer distances, is suburbia inherently incompatible with cycling for transportation, or could high-quality protected bike infrastructure make this environment comfortable and practical to bike in? While not all suburbs are created equal, you might be surprised at how much potential there is. Keep Urbanity rolling: Join our Patreon for early releases: https://www.patreon.com/ohtheurbanity Subscribe: https://www.youtube.com/channel/UCN5CBM1NkqDYAHgS-AbgGHA?sub_confirmation=1 Join us on Twitter: https://twitter.com/OhUrbanity Data & Analysis: The data analysis was done in R, using the 'osmdata' package to pull data from OpenStreetMap and using 'cancensus' and 'tidycensus' to access Canadian and American population data. References: Median commute in different parts of the Los Angeles metro area: https://scag.ca.gov/sites/main/files/file-attachments/ej_jhfit_scag_2021trb.pdf?1612993870