Synthetic Video Game Sales and Ratings, 20K Records from 1990-2026

Kaggle hosts a synthetic dataset of 20,000 video games spanning 1990 to 2026. The description indicates it includes sales figures, ratings, platform information, and gameplay analytics. The author, organization, and specific data sources are unknown.

Use Cases

• Predict game sales based on ratings and platform features mentioned in the description
• Analyze historical trends in video game performance across different platforms
• Train recommendation models using synthetic gameplay analytics data
• Benchmark machine learning algorithms on a large, structured industry dataset

Strengths

• 20,000 synthetic game records provide a substantial sample size for analysis
• Covers a 36-year time range from 1990 to 2026 for longitudinal study

Limitations

• Data is synthetic, so patterns may not reflect real-world market dynamics
• Column-level documentation is absent; field semantics must be inferred after download
• Row count is confirmed, but specific file formats and data completeness are unknown

Provenance

Source

Kaggle

Collection Method

Synthetically generated; exact methodology unknown.

Time Range

1990-2026