Apple Music and Spotify Hits, 638k Tracks from 2010 to 2023

AppleMusic/Spotify Hits 638k Tracks 2010-2023 is a dataset of music tracks from two major streaming platforms. It contains 638,000 tracks released between 2010 and 2023, sourced from Kaggle. The dataset likely includes audio features and popularity metrics for analysis.

Use Cases

• Train a model to predict track popularity based on audio features (inferred from domain, verify after download)
• Analyze temporal trends in music characteristics across platforms (inferred from domain, verify after download)
• Build a content-based music recommendation system (inferred from domain, verify after download)

Strengths

• Published on Kaggle, a platform for data science resources.
• Contains 638,000 tracks, indicating a large sample size.
• Covers a 13-year time range from 2010 to 2023.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Data may reflect platform-specific bias inherent to the source collection.

Provenance

Source

Kaggle

Collection Method

Data collection method is unknown.

Time Range

2010-2023

Freshness

Last update date is unknown; freshness unverified.

Geography

Spatial coverage is unknown.