panderav0.20.4

Top 10k

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License: Permissive (MIT)

PyPI

Homepage

Published:

A light-weight and flexible data validation and testing tool for statistical data objects.

Fail

Risk: Vulnerabilities

3 severe vulnerabilities exploited

SAFE Assessment

Compliance

Licenses

No license compliance issues

Secrets

No sensitive information found

Security

Vulnerabilities

3 severe vulnerabilities exploited

Hardening

No application hardening issues

Threats

Tampering

No evidence of software tampering

Malware

No evidence of malware inclusion

Downloads

52.32M

Total Downloads

Maintenance

Maintainer

Dependencies

Declared Dependencies

Dependents

Issues per Version Graph

Scanned

FAQ for pandera

What is pandera?

A light-weight and flexible data validation and testing tool for statistical data objects. For more information about this package, visit its homepage.

Is pandera malicious or is it safe to use?

The Python package pandera was scanned for malware, software tampering, risky behaviors, exposed secrets and known vulnerabilities. The package contains risks, and the analysis results should be reviewed before it is downloaded and used. Visit the Issues and Behaviors sections of the analysis for more details.

Is pandera popular?

The Python package pandera ranks among the top 10000 projects in this community. It has 52M recorded downloads. A package's popularity is not a good indicator of its safety, visit the SAFE Assessment section to see the full analysis of package deployment risk categories.

How do I secure pandera once it is in my app?

Since we can't know when or where malicious attacks will happen, we recommend tracking how pandera behaviors change over multiple software releases. By adopting differential analysis in your release process, you can detect unexpected changes to a pandera version, which can prevent advanced software supply chain attacks. Read how our technology can help prevent future attacks similar to SolarWinds and 3CX.