USER CLUSTERING SUMMARY REPORT
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Overall Statistics:
- Total users clustered: 100
- Number of clusters: 4

Cluster Breakdown:

Cluster 0 (casual):
  - Size: 30 users (30.0%)
  - Key characteristics:
    * has_lyrics_generation: 100.00
    * lyrics_generation_ratio: 71.3%
    * total_clips_created: 18.73
    * pro_user_ratio: 0.0%

Cluster 1 (casual):
  - Size: 30 users (30.0%)
  - Key characteristics:
    * has_lyrics_generation: 96.67
    * lyrics_generation_ratio: 28.2%
    * total_clips_created: 12.70
    * pro_user_ratio: 19.6%

Cluster 2 (bot):
  - Size: 20 users (20.0%)
  - Key characteristics:
    * consumption_ratio: 0.0%
    * creation_burst_score: 100.00
    * min_time_between_creations: 30.00
    * has_any_reactions: 0.00

Cluster 3 (casual):
  - Size: 20 users (20.0%)
  - Key characteristics:
    * has_lyrics_generation: 100.00
    * lyrics_generation_ratio: 9.4%
    * total_clips_created: 56.85
    * pro_user_ratio: 100.0%

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User Type Distribution:
- casual: 80 users (80.0%)
- bot: 20 users (20.0%)