Idea Collection: Functionality to support in splot

[slumnitz]

Space to collect ideas which functionality to support for each sub package in splot

esda

• Choropleth functionality for each algorithm in esda.mapclassify.
• Spatial Autocorrelation:
  • Global Moran scatter plot (Moran_Scatterplot())
  • Global Moran Bivariate scatter plot (Moran_BV_Scatterplot())
  • Global Moran Bivariate scatter plot facetting matrix (Moran_BV_facet())
  • Global Moran Rate scatter plot (Moran_Rate_Scatterplot())
  • Local Moran map (Moran_Local_Map())
  • Local Moran Bivariate map (Moran_Local_BV_Map())
  • Local Moran Rate map (Moran_Local_Rate_Map())
  • Local Getis-Ord map (G_Local_Map())

giddy

• dynamic LISA
  • dynamic LISA heatmap (dynamic_lisa_heatmap(rose))
  • dynamic LISA rose diagrams (dynamic_lisa_rose(rose))
  • dynamic LISA vectors (dynamic_lisa_vectors(rose))
  • dynamic LISA composite plot (dynamic_lisa_composite(rose, gdf))
  • dynamic LISA interactive composite plot (dynamic_lisa_composite_explore(rose, gdf))
• LIMA

spreg

splot.vba

• value by alpha maps: http://andywoodruff.com/blog/value-by-alpha-maps/
  • change RGB -> alpha, plug to mpl (Paper)

core splot

• BV and TriV choropleths
• BV LISA matrix
• Triangles for BiVAriate choropleths
• conditional map
• facets (prototype example)

[slumnitz]

I am playing with different visualisations for all esda.moran objects at the moment. The moran_loc_scatterplot() so far displays standardised attribute values and corresponding spatial lag values (Moran_loc.z). I was wondering if it would make sense to also give an option ((standardized=False,...)) for non-standardised values in the scatterplot, displaying the actual attribute values and their spatial lag. I am not sure if this would be of use?

I would like to try and implement this scatterplot blueprint (+ additional visualizations) for all esda.moran objects (Moran_Local, Moran, Moran_BV,...) in the next two weeks. If I implement standardised values for all scatterplots, does Moran_BV also have an .z argument or something similar?

What do you think @sjsrey @TaylorOshan @darribas @ljwolf

Scatterplot with real-attribute values

scatterplot with (z-) standardised values: