Hi @aaditya_alekar,
It looks like that data set you linked to includes location data with a lat and long, so you should be able to ingest that as a geo_point fairly easily. There are several different formats that will work with Elasticsearch (object, string, geohash, array).
You'll need to use logstash or ingest pipeline to make sure the lat and long are changed to the geo_point shape at ingest time. See this thread for an example of how that works: Problem converting latitude and longitude into a geo point for Kibana