Engagement and Discovery Metrics Using DAX
Group: Use Case
|Product Category: BI Reporting & Analytics
|Sub Category: Power BI
About this Product
Unlock rich behavioral insights from your music streaming platform with DAX-driven engagement and discovery analytics.
Business Overview:
Engagement and Discovery Metrics Using DAX helps you explore how users interact with music, playlists, and social features on a streaming platform. Tailored for data professionals, this product provides advanced Power BI use cases that reveal listening preferences, music discovery patterns, and collaborative behaviors. You'll use DAX to build user engagement scores, calculate genre affinity, and analyze playlist virality—key inputs for retention, personalization, and growth strategies.
Product Highlights:
- A structured guide featuring 5 DAX-powered behavioral use cases for music engagement analysis
- Covers discovery rates, content affinity, playlist interactions, and user engagement scoring
- Based on a realistic streaming dataset with listening, social, and content data
- Perfect for Power BI users, product managers, and digital media analysts
- Ideal for building advanced dashboards and user intelligence layers
Learning Outcome:
By completing these use cases, you’ll gain skills in:
- Measuring user engagement using multi-factor DAX scoring
- Analyzing music discovery behavior and affinity toward genres
- Understanding collaborative behaviors via playlist follows
- Identifying high-value users for retention and marketing actions
- Applying DAX filters and context transitions to behavioral data
Resources
Description:
This dataset logs which users follow which playlists, offering insights into social music discovery.
- Tracks user interactions with playlists created by others
- Enables measurement of playlist reach, community adoption, and follower density
- Critical for collaborative engagement scoring and influencer tracking
- Used in identifying popular playlists and community-driven trends
- Enhances models for social recommendation and playlist virality
Project Mentors
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