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Popular Landmarks
The popular landmarks have been aggregated by using tourist attractions available through wikipedia.
A scrapper was built which takes a wikipedia link and parses all the popular landmarks in it. It then creates a text file of all the popular landmark names and their cities delimited by %
. This file is then fed to quick-geocode-cli.
quick-geocode-cli is a script that takes a the above mentioned input file and a confidence interval. The confidence interval helps decide which values to keep and which to discard. The cli the popular landmarks matches them to OSM features using opencagedata geocoder. quick-geocode-cli outputs a .csv with name and OSM features.
*The geocoder result is generally better if the point of interest is supplied with city name corresponding to it.