Clean vs. Leaky Feature Distribution by Category from TravisTorrent

TravisTorrent data on clean versus leaky feature distribution categorized for software engineering research. The dataset is a 5.5 KB Excel file authored by Lalit Narayan Mishra and last updated on May 27, 2026. It is shared under a CC-BY-4.0 license on the figshare platform.

Use Cases

• Compare the prevalence of clean versus leaky features based on the described categories.
• Analyze feature distribution patterns within the TravisTorrent ecosystem.
• Train classifiers to identify feature types based on the distribution data.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• Shared under a permissive CC-BY-4.0 license.
• Last update timestamp (2026-05-27) is provided.

Limitations

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

Provenance

Source

figshare

Freshness

Last updated 2026-05-27 17:39:23; freshness should be verified.