๐ŸŽจ Spatial Autocorrelation Painter

Paint values on the grid and watch Moran's I respond in real time

Brush Value
Preset Patterns
Grid Size
10ร—10
Neighbor Definition
How to use: Select a brush value, then click or drag on the grid. Watch how Moran's I and the scatterplot update with each change.

Moran's I ranges from โˆ’1 (perfect dispersion) to +1 (perfect clustering). Values near 0 indicate spatial randomness.
Global Moran's I
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โˆ’1 Dispersed 0 Random +1 Clustered
Paint the grid to begin
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Mean
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Std Dev
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Cells Filled
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Avg Neighbors

Moran Scatterplot

High-High (cluster)
Low-Low (cluster)
High-Low (outlier)
Low-High (outlier)