Module StatisticsPage

Description

Advanced Music Listening Analytics Dashboard

Visualizes and analyzes user's Spotify listening patterns with multi-dimensional data exploration capabilities. Transforms raw listening data into actionable insights through interactive visualizations and statistical analysis.

Analytical dimensions:

• Temporal analysis (hourly, daily, weekly patterns)
• Artist and genre preference distribution
• Skip behavior correlation with track attributes
• Listening session length and engagement metrics
• Device usage patterns and context awareness

Visualization components:

• Interactive time-series charts for trend analysis
• Heat maps for temporal pattern recognition
• Distribution graphs for statistical analysis
• Sortable data tables with metric filtering
• Summary cards with key performance indicators

Data management features:

• Export capabilities in multiple formats (CSV, JSON)
• Data clearing with confirmation safeguards
• On-demand refresh for real-time insights
• Progressive disclosure of complex metrics

Implementation architecture:

• Tab-based UI for logical data categorization
• Memoized calculations for performance optimization
• Modular chart components with consistent styling
• Clear loading states with graceful transitions