Mathematics Student Performance Data

A dataset from the UCI repository containing final scores and attributes for students completing a math program. The data likely includes demographic, family, school, and lifestyle features that may impact academic outcomes. The dataset is associated with a 2008 conference publication by Cortez and Silva.

Use Cases

• Predict final student scores based on demographic and family background features.
• Analyze the impact of study habits and extracurricular activities on academic performance.
• Identify factors like parental education or school support that correlate with student success.

Strengths

• Includes a cited academic publication providing context and methodology.
• Attributes cover multiple domains: demographics, family, school, and personal habits.
• Released under the permissive CC0-1.0 license.

Limitations

• Row count and file size are unknown, limiting suitability assessment.
• Last update date is unknown; freshness unverified.
• Sample data and column-level data types are unavailable for immediate inspection.

Provenance

Source

UCI datasets repository, associated with a publication by P. Cortez and A. Silva.

Collection Method

Likely gathered from student records in secondary schools.

Time Range

Temporal coverage is not specified in the provided metadata.

Freshness

Last updated date is unknown.

Geography

Data appears to be from Portuguese schools ('GP' and 'MS'), but specific geography is not detailed.