Hi I found a convenient link which gives the weather table directly: base_url='https://www.wunderground.com/history/airport/{WeatherStation}/{starting_date.year}/{starting_date.month}/{starting_date.day}/CustomHistory.html?dayend={ending_date.day}&monthend={ending_date.month}&yearend={ending_date.year}&req_city=&req_state=&req_statename=&reqdb.zip=&reqdb.magic=&reqdb.wmo=&format=1'