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Tobacco Retailers and Race

I was curious of tobacco retailers choose to locate their businesses in minority communities.
 
This seems true -- though I would caution that minority communities have more bodegas and fewer people with motor vehicles, so the presence of tobacco retailers might not be as large as the maps would suggest, as people with cars can cover more distance then people on foot.

 

Tobacco Retailers and Race

Bars In New York State

Most of the watering holes in New York State are located in populated areas. I guess that is not real surprising, as that's where the people is and that's where you would build a business. Some of the rural towns in upstate are dry. This might be a more interesting map if I had done bars per capita -- maybe that's a project for a future date. Map shows density of licensed establishments selling liqour for on-site consumption.

Data Source: https://data.ny.gov/Economic-Development/Liquor-Authority-Quarterly-List-of-Active-Licenses/hrvs-fxs2

 Bars In New York State