A toolkit for analyzing customer growth patterns using H3 hexagonal spatial indexing to identify if dense customer areas attract more future customers through word-of-mouth effects.

Choose the right H3 resolution (hex size) for spatial customer analysis
Identify "dense" customer areas over time using quantile thresholds
Test if dense areas attract more customers later (word-of-mouth effect)
Visualize spatial patterns with interactive maps and animations
Enrich locations with human-readable addresses using Google Maps API