Pharmaceutical, Machine Learning, Graph Theory, Linear Programming.
long_temp="NA" npi_info['Long'].iloc[i]=long_temp npi_info=npi_info[npi_info["Lat"]!="NA"] #removing those customers for which we could not find the latitudes and longitudes #in real life, the user will need to manually find the latitude and longitudes of those customers where the scraper could not