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exploratory analysis

statistics and plots to run before any model: declustering, top cuts, contacts, swaths, data spacing and correlations.

paired data

statistics by domain

declustering

weight declustering

top cuts

despiking

contacts

soft-boundary statistics

swaths

data spacing

correlations

spatial bootstrap

reference distributions

cleaning steps

Download all examples in Python source code: 03-exploratory-analysis_python.zip

Download all examples in Jupyter notebooks: 03-exploratory-analysis_jupyter.zip

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