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spatial_stats aggregation #14727

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nknize opened this issue Nov 13, 2015 · 3 comments
Closed

spatial_stats aggregation #14727

nknize opened this issue Nov 13, 2015 · 3 comments
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:Analytics/Geo Indexing, search aggregations of geo points and shapes >feature high hanging fruit stalled Team:Analytics Meta label for analytical engine team (ESQL/Aggs/Geo)

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@nknize
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nknize commented Nov 13, 2015

This feature intends to add a spatial_stats metric aggregator designed for computing the most basic descriptive statistics for Exploratory Spatial Data Analysis. Much like the extended_stats aggregator for basic numerical analysis on non-spatial data sets, the spatial_stats aggregator will be specially designed for spatial data sets - specifically operating on geo_point fields. The aggregator will provide the following:

  • Morans I - A measure of global spatial auto-correlation
  • Geary's C - A measure of localized spatial auto-correlation (inversely related to Morans I)
  • Getis-Ord - Hot spot analysis
  • LISA - Indicators of local spatial association
@nknize nknize added >feature discuss :Analytics/Geo Indexing, search aggregations of geo points and shapes high hanging fruit labels Nov 13, 2015
@cmk1523
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cmk1523 commented Mar 2, 2018

I love this idea. I’ve been wanting to analyze movement and I think this could really help. For example, if the “standard deviation” of a bunch of points over time is “large”, one could say that something has moved a certain amount. Anyone have thoughts on this?

@nknize
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nknize commented Feb 4, 2019

Since this depends on multi pass aggregations I'm marking this as stalled.

@wchaparro
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This is not something we plan to implement in the near future in aggregations, and has been superceded by our focus on ESQL. Closing as not planned. If your feel strongly about this one, please let us know.

@wchaparro wchaparro closed this as not planned Won't fix, can't repro, duplicate, stale Jul 2, 2024
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Labels
:Analytics/Geo Indexing, search aggregations of geo points and shapes >feature high hanging fruit stalled Team:Analytics Meta label for analytical engine team (ESQL/Aggs/Geo)
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