Playlist-level listener profiling

Billboard Hot 100 Singles Charts (April 2025)

A collection-level view of personality, musical, and emotional patterns derived from the tracks in this demo catalog.

Tracks resolved: 100 Tracks aggregated: 100

OCEAN (Big Five)

Normalized trait scores derived from mood lexicon aggregation—useful for psychographic segmentation and editorial tone.

Openness 64.31%
Conscientiousness 51.89%
Extraversion 46.46%
Agreeableness 70.16%
Neuroticism 55.00%