500,000 Student Records on Performance, Behavior, and Psychology

500,000 student records covering academic performance, behavior, and psychology. The dataset is hosted on Kaggle and is tagged as synthetic. The last update date and specific temporal coverage are unknown.

Use Cases

• Predict academic performance based on behavioral and psychological indicators mentioned in the description
• Analyze correlations between student behavior and performance metrics
• Train regression models for educational outcomes using synthetic student data

Strengths

• 500,000 student records provides a substantial sample size
• Covers multiple domains: academic performance, behavior, and psychology

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download
• Column-level documentation is absent; field semantics must be inferred after download
• Data is tagged as synthetic, which may limit real-world applicability

Provenance

Source

Kaggle

Collection Method

Synthetic generation, as indicated by platform tags

Time Range

Unknown

Freshness

Last update date is unknown; freshness unverified

Geography

Unknown