Privacy Budget Consumption Comparison for Educational Datasets

Yuanyuan Fan published a dataset comparing privacy budget consumption for educational datasets on figshare. The dataset is available as a 5.5 KB Excel file under a CC-BY-4.0 license. It was last updated on May 11, 2026.

Use Cases

• Compare privacy budget efficiency across different educational datasets based on the described comparison.
• Benchmark differential privacy mechanisms for educational data based on the described consumption metrics.
• Inform the selection of privacy parameters for educational data releases based on the comparative analysis.

Strengths

• Dataset is small at 5.5 KB, facilitating quick download and inspection.
• It is published under a permissive CC-BY-4.0 license, allowing for broad reuse.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.

Provenance

Source

Yuanyuan Fan via figshare

Freshness

Last updated 2026-05-11 17:25:40; freshness should be verified.