I&#x27;ve just realised that this wasn&#x27;t a `Show HN` so the submitter and the author may well be different people.  I&#x27;ve left a comment on the medium article.<p>The reason I ask is that I recently purchased a house in Manchester and as part of that collected as much data as possible on things like crime stats, walking time to nearest reailway station, cycling time to work, etc.  I didn&#x27;t get data on coffee or chicken shops.  I did consider it, and would have pulled it from OSM but that data is very incomplete with regards to this sort of data.