indian-geocoding

• Query google maps to validate cities of residence provided as part of an Indian survey
• Use Levenstein edit distance to resolve differences in names
• Use the google maps API to get latitude, longitude coordinates of cities
• Use vincenty distance to calculate between each village and the nearest city

order

• place name text matching: use Levenshtein edit distance to compare 2 lists of places
• query_google_maps, 2 ways: with and without the respondent's state
• combine queries: combine results of above into one dataframe