University Student Course Failures, Drops, and Withdrawals

Kaggle hosts a dataset mapping university student academic clearances and pending courses. The dataset describes student course failures, drops, and withdrawals. Specific details on the source, size, and collection period are not provided in the available metadata.

Use Cases

• Predict student at-risk status based on patterns of course failure and withdrawal.
• Analyze institutional retention rates by examining drop and withdrawal frequencies.
• Model academic progression by mapping pending courses against cleared requirements.

Strengths

• The description explicitly identifies three specific academic events: failures, drops, and withdrawals.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

Kaggle