Analytics Dashboard
Comprehensive insights across 99 base club locations nationwide
Median Population
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Median Income
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Median Athletes
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Median Health Score
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Interactive Location Influence Map
Click on any drivable community to zoom in and see the area around a location
Developed Land Over Time
Percentage of developed land (categories 21-24) in each catchement over time
Distribution Overview
Kernel density estimates for base club metrics
Base Clubs Only
Service Area (km²)
Income
Population
Athletes
Demand-Cast Area Health Score
Medicare Beneficiaries
Household Income Over Time
Median household income in each gym's community over time
Model Insights
Feature importance and forecast accuracy across gym sizes
Feature Importance
Mean permutation importance across cross-validation folds
Forecast Accuracy by Gym Size
Recommended expansion opportunities
Suggested locations & their catchements
Location 1 of 3