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  • $\begingroup$ This seems to suffer from the same 180 degree wrap-around problem that K-Means does per the Wikipedia article linked in the answer. $\endgroup$ Commented Jun 1, 2018 at 4:07
  • $\begingroup$ Yep! Plus codes are much better plus.codes $\endgroup$ Commented Jun 2, 2018 at 18:28
  • $\begingroup$ One benefit to this solution is that as long as you calculate the geohash once, repeated comparison operations will go much more quickly. $\endgroup$ Commented Jun 7, 2018 at 14:15
  • $\begingroup$ Geohash will have issues with bucket-edge cases - two very close points will be put in different buckets based on the arbitrary edges of each bucket. $\endgroup$ Commented Jun 12, 2019 at 21:08