swifterv1.4.0

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Repository

PyPI

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Published:

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

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SAFE Assessment

Compliance

Licenses

No license compliance issues

Secrets

No sensitive information found

Security

Vulnerabilities

No known vulnerabilities detected

Hardening

No application hardening issues

Threats

Tampering

No evidence of software tampering

Malware

No evidence of malware inclusion

Downloads

39.37M

Total Downloads

Contributions

Contributor

Dependencies

Declared Dependencies

Dependents

FAQ for swifter

What is swifter?

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner. For more information about this package, visit its homepage.

Is swifter malicious or is it safe to use?

The Python package swifter was scanned for malware, software tampering, risky behaviors, exposed secrets and known vulnerabilities. No risks were detected, therefore, this version of the package is currently considered as safe to use.

Is swifter popular?

The Python package swifter ranks among the top 10000 projects in this community. It has 39M 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 swifter once it is in my app?

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