project
Clustering Bustabit Gambling Behavior
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Updated 03/2024Start Project for Free
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RData ManipulationData VisualizationMachine Learning45 minutes9 Tasks1,500 XP2,761
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Project Description
Clustering Bustabit Gambling Behavior
Clustering Bustabit Gambling Behavior
Use cluster analysis to glean insights into cryptocurrency gambling behavior.
- 1
A preliminary look at the Bustabit data
- 2
Deriving relevant features for clustering
- 3
Creating per-player statistics
- 4
Scaling and normalization of the derived features
- 5
Cluster the player data using K means
- 6
Compute averages for each cluster
- 7
Visualize the clusters with a Parallel Coordinate Plot
- 8
Visualize the clusters with Principal Components
- 9
Analyzing the groups of gamblers our solution uncovered
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