I'm looking for a dataset of pharmacy Locations in Chicago area. The city of Chicago said they do not have this dataset, I'm wondering where I can find it.
The NPPES (npi) database released by CMS every month is one place to look. They have a record for everyone that has been issued an NPI number, which are needed to invoice and bill medicare and medicaid. Physicians, nurses, dialysis centers, hospitals and pharmacies all can be found in the data
There are many sites that allow an easy search of the dataset - here is 1 example searching "Pharmacy" in entity name, and state "IL" EXAMPLE: NPI Search for Pharmacy in IL
The full dataset can be downloaded NPPES Monthly Dissemination
And they also now have an API that you can program an application to tap into the real-time latest version - npiregistry.cms.hhs.gov/registry/help-api
socrata has two datasets on their open data portal, one for area code 606, the other is for the entire city (I am assuming):