Data last updated: Verdantia Week 3 on Edgeday in the year 10236 of the Great Celestial calendar.

Download these magical datasets for your own analysis:

Content & Engagement Data

Content Views

Detailed view data for content consumption

• Content ID, view duration, ratings
• Adventurer, publisher, and playlist associations
• Temporal data (month, day, year)

Content Metadata

Complete catalog of published content

• Studios, titles, genres, and durations
• Language codes and publication dates
• Chronologically ordered content releases

Playlists

Playlist composition and organization

• Complete playlist contents and structure

User & Subscription Data

Adventurer Metadata

Profiles of adventurers with subscriptions

• Names, demographics, and preferences
• Age, gender, primary language
• Favorite genres and regional data

App Opens

Application engagement tracking

• Adventurer and publisher interactions
• Playlist access patterns
• Daily engagement metrics

Subscriptions

Subscription start events

• Adventurer-publisher relationships
• Subscription dates and timing

Cancellations

Subscription cancellation events

• Churn patterns and timing
• Adventurer-publisher relationship endings

Publisher Analytics

Publishers

Publisher founding and establishment data

• Publisher names and founding dates
• Business establishment timeline

Publisher P&L

Publisher profit and loss breakdown

• Revenue and cost categories by publisher
• Financial performance aggregated by type

Usage Notes

• Format: All files are Parquet format (compressed columnar storage)
• Compatibility: Can be opened with pandas, Polars, DuckDB, or any Parquet-compatible tool
• Encoding: UTF-8