Spotify Listening Dashboard

A comparative analysis of engagement and listening behavior across two Spotify users.

🎵 Total Minutes Listened

User A: 314526

User B: 60226

⏱️ Average Minutes per Track

User A: 2.31

User B: 1.00

Section 1 | Overall Listening Volume & Engagement

Compare total listening time and session length across users.

Figure 1: Total Listening Volume

Goal: Measure overall engagement.

Explanation: This bar chart compares total minutes listening between User A and User B. Hypothesis: User A listens more than User B.

Figure 2: Average Listening Time per Track

Goal: Compare track engagement.

Explanation: Average minutes per track shows whether users prefer longer or shorter tracks. Hypothesis: User A listens to longer tracks on average.

Section 2 | Temporal Patterns & Listening Consistency

Explore temporal trends: daily listening, hourly patterns, and weekday vs weekend behaviors.

Figure 3: Daily Listening Minutes Over Time

Goal: Observe temporal engagement trends.

Shows daily total minutes listened for both users. Hypothesis: User A has more consistent daily listening than User B.

Figure 4: Hourly Listening Pattern

Goal: Understand peak listening hours.

Shows listening by hour. Hypothesis: User A listens more during evening hours.

Figure 5: Weekend vs Weekday Listening

Goal: Identify differences in weekend/weekday engagement.

Compares total minutes on weekdays vs weekends. Hypothesis: Users listen more on weekdays.

Section 3 | Artist & Track Repetition / Diversity

Analyze habitual vs exploratory listening patterns.

Figure 6: Top 10 Artists per User

Goal: Identify habitual listening patterns.

Shows 10 most played artists per user. Hypothesis: User A listens to fewer artists repeatedly than User B.

Figure 7: Top 10 Tracks per User

Goal: Observe track repetition.

Shows most played tracks per user. Hypothesis: User A favors fewer repeated tracks.

Figure 8: Top 10 Albums per User

Goal: Examine album-level habits.

Shows most played albums. Hypothesis: User B has broader album diversity.

Figure 9: Monthly Artist Diversity Over Time

Goal: Track exploratory behavior over time.

Shows unique artists per month. Hypothesis: User B explores more artists monthly.

Figure 10: Top 5 Artist Concentration per User

Goal: Measure habitual listening concentration.

Side-by-side pie charts showing top 5 artist concentration. Hypothesis: User B's listening is more concentrated on top artists.

Section 4 | Skip & Shuffle / Listening Style

Compare listening behaviors via skip and shuffle percentages.

Figure 11: Shuffle vs Skip % by Hour

Goal: Identify behavioral differences in listening style.

Bar chart faceted by user, showing hourly shuffle and skip percentages. Hypothesis: User B skips more tracks, User A shuffles more.