Geocoders for Location Resolution
Explore how geocoders can be applied to location resolution in entity resolution workflows. Understand the strengths and limitations of geocoding services, the importance of confidence scores, and why combining geocoder data with string similarity enhances matching quality.
We'll cover the following...
We'll cover the following...
Below, we share OSM data in the geocode-restaurants.json file under their generous Open Data Commons Open Database License (ODbL). See the course’s Glossary in the “Appendix” section for attribution.
We use the restaurants dataset as SK’s customer base. But restaurants are also locations, also called amenities, in OSM. So, why not simply use a geocoder to resolve our records? Let’s try.
Geocoding using Geoapify
We have geocoded the ...