Is Bigframes Safe?

Bigframes — Nerq Trust Score 77.0/100 (B+ grade). Score based on 2 independent trust signals. Last analyzed: 2026-03-20

Bigframes is a Python package with a Nerq Trust Score of 77.0/100 (B+), based on 3 independent data dimensions. Last analyzed: 2026-03-20 Security: 90/100. Popularity: 75/100. Data sourced from PyPI registry, GitHub repository, NVD, OSV.dev, and OpenSSF Scorecard. Last updated: 2026-03-20. Machine-readable data (JSON).

Bigframes Across Platforms

Same developer/company in other registries:

Safety Guide: Bigframes

What is Bigframes?

Bigframes is a Python package — BigQuery DataFrames -- scalable analytics and machine learning with BigQuery.

How to Verify Safety

Run pip audit or safety check. Review on PyPI for download stats.

You can also check the trust score via API: GET /v1/preflight?target=bigframes

Key Safety Concerns for Python package

When evaluating any Python package, watch for: dependency vulnerabilities, malicious uploads, maintenance status.

Measured Signals

Bigframes has a Nerq Trust Score of 77/100 (B+). This score is a composite of automated measurements of security, maintenance, community, and quality signals.

Key Takeaways

• Bigframes has a Trust Score of 77/100 (B+).
• The score is a measured composite — it is not a suitability judgment. Evaluate the individual signals against your own requirements.
• Query the current measured values via the Nerq API.

Disclaimer: Nerq trust scores are automated measurements based on publicly available signals. They are not endorsements, verdicts, or guarantees of suitability. Always evaluate the signals against your own requirements.