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I am looking for a very detailed free or not free city database for Germany. I need information like state or village, region, latitude, and longitude, population. I think Geonames is a bit messy and not very clean.

Thanks

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    geonames is the default for these types of questions. Can you provide some examples where the data isn't clean enough? – philshem♦ Mar 12 '20 at 8:57
  • How about Openstreetmap? I think Germany is one of the most complete countries on Openstreetmap. – gerrit Mar 12 '20 at 9:26
  • @gerrit - would work if key:population has good coverage wiki.openstreetmap.org/wiki/Key:population – philshem♦ Mar 12 '20 at 9:28
  • There is also wikidata. Not an answer because I don't know about the quality or coverage. It would make sense for wikidata and openstreetmap to cooperate, no clue if they do though. – gerrit Mar 12 '20 at 9:40
  • I was found in the past a site with the cities of all countries, where you can buy a license of the files. I was working 4 years ago on the geonames data and on some places it was wrong. But yes, this is maybe the only one detailed source. – Mutatos Mar 19 '20 at 7:27
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  1. Scrape place names from google maps
  2. Manually enter pop for large cities and ignore the rest or impute based on nearby cities
  3. Lat long from google
  4. Once you have name and location and nearby city pop then manually enter or impute the rest
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