New Analysis Idea - Spatial Temporal Getis-Ord Gi

Description

Analysis to find spatial temporal hot and cold spots. Returns categories like emerging hot spot, intensifying hot spots, occulting hot spot etc.

Potentially on binned torque like space time cube.

Layer with points, polygons or lines
Column to use for time stamp
Column to use for value
Outputs
A table with the original geometries, the significance of the prediction and the space time cluster types descriptors.
Usecases
Analysis of temporal trends in data
Checklist
[ ] Document describing analysis + use cases
[ ] IPython Notebook example
[ ] Internal Pitch meeting
[ ] Blog Post
[ ] Crankshaft implementation
[ ] Work with product team to define interface
[ ] Documentation
[ ] Training video