CampTools
Observational analytics for Wikimedia campaigns
Event Performance
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Analyze campaign performance dynamics across regional peer baselines
Retention Analytics
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Track returning contributors and multi-year retention heatmaps
Participant Influx
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Measure first-time uploaders versus returning participants over time
Contributor Mobility
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Analyze cross-campaign participant overlap, fluidity, and ecosystem conversion
Contributor Diversity
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Evaluate upload concentration, Pareto decile shares, and contributor tiers
Content Utility
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Discover where campaign media is used across Wikipedia articles and projects
Quality Recognition
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Track awards received by photos including Quality Images and Featured Pictures
Documentation
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Methodology, mathematical formulations, and indicator definitions