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Identifying all rural habitations/settlements #11

@harshnisar

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@harshnisar

Starting this thread to discuss how we can fix the habitation errors in the existing data but also to add missing habitations in our datasets. The habitation data is important to plan for any future connectivity program and might be needed in the near future.

We are currently exploring the below two approaches to find missing habitations in our database:

  • Using geo-tagged data from government schemes (SBM, Nal Jal etc)
  • Using clustering on facebook pop-data

Apart from that what could be useful?

  • SHRUG (not sure what all they have in GIS, but I am planning to write to Sam/Paul.
  • OSM (Settlements in OSM but not in PMGSY dataset)
  • Census 2011 EBs (I wonder if they are geo-tagged)
  • Any other sources?

Known issues with our habitation data:

  • Duplicate points
  • Ghosts (no settlement underlying it)
  • Double counted population
  • Missing habitations

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