Geoawesomeness: AI needs data normalization: dealing with disparate public data at scale
Working with public datasets at scale is a challenge. For us, it involves finding, cleaning, and standardizing disparate local datasets from over 3000 counties across the USA. Every county and state does its data differently, and there is no one standard for normalizing this data.. And it’s a deeply human problem -- AI just won’t cut it.
We’ll be joined by people from across the data industry and public sector who deal with this challenge to discuss tools, strategies, successes, and horror stories.