rigour

Data cleaning and validation functions for processing various types of text emanating and describing the business world. This applies to human and company names, language, territory and country codes, corporate and tax identifiers, etc.

The underlying idea is that handling these sorts of descriptors is easy on first glance, but reveals a dizzying set of complexity when carried into production. This is why rigour consolidates implementations that have already met some edge cases and are well-tested.

Installing `rigour`

You can grab the latest release from PyPI:

pip install -U rigour

Usage & documentation

See: https://rigour.followthemoney.tech/

Acknowledgements

The address formatting database contained in rigour/data/addresses/formats.yml is derived from worldwide.yml in the OpenCageData address-formatting repository. It is used to format addresses according to customs in the country that is been encoded.

rigour consolidates and includes a set of older Python libraries into a single codebase: languagecodes, pantomime, fingerprints. The development of these libraries was funded by OCCRP as part of the Aleph software project.

License

MIT. See LICENSE.

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Release history Release notifications | RSS feed

2.3.1

Jul 30, 2026

2.3.0

Jul 30, 2026

This release

2.2.3

Jul 19, 2026

2.2.2

Jul 17, 2026

2.2.0

Jul 16, 2026

2.1.2

Jun 5, 2026

2.1.1

May 13, 2026

2.1.0

May 3, 2026

2.0.3

Apr 29, 2026

2.0.2

Apr 26, 2026

2.0.1

Apr 23, 2026

2.0.0

Apr 22, 2026

1.8.2

Apr 16, 2026

1.8.1

Apr 13, 2026

1.8.0

Apr 7, 2026

1.7.5

Mar 8, 2026

1.7.4

Mar 6, 2026

1.7.3

Mar 4, 2026

1.7.2

Feb 10, 2026

1.7.1

Feb 9, 2026

1.7.0

Feb 5, 2026

1.6.2

Jan 27, 2026

1.6.1

Dec 30, 2025

1.6.0

Dec 19, 2025

1.5.0

Nov 19, 2025

1.4.2

Nov 10, 2025

1.4.1

Nov 4, 2025

1.4.0

Oct 29, 2025

1.3.13

Oct 17, 2025

1.3.12

Oct 16, 2025

1.3.11

Oct 9, 2025

1.3.10

Oct 2, 2025

1.3.9

Oct 2, 2025

1.3.8

Oct 1, 2025

1.3.7

Sep 20, 2025

1.3.6

Sep 15, 2025

1.3.5

Sep 14, 2025

1.3.4

Sep 14, 2025

1.3.3

Sep 13, 2025

1.3.2

Sep 5, 2025

1.3.1

Sep 1, 2025

1.3.0

Aug 27, 2025

1.2.9

Aug 26, 2025

1.2.8

Aug 22, 2025

1.2.7

Aug 21, 2025

1.2.6

Aug 15, 2025

1.2.5

Aug 13, 2025

1.2.4

Aug 10, 2025

1.2.3

Aug 8, 2025

1.2.2

Aug 5, 2025

1.2.0

Aug 5, 2025

1.1.1

Jul 27, 2025

1.1.0

Jul 25, 2025

1.0.4

Jul 21, 2025

1.0.3

Jul 21, 2025

1.0.2

Jul 17, 2025

1.0.1

Jul 17, 2025

1.0.0

Jul 13, 2025

0.14.3

Jul 8, 2025

0.14.2

Jul 2, 2025

0.14.1

Jul 2, 2025

0.13.0

Jun 1, 2025

0.12.2

May 22, 2025

0.12.1

May 16, 2025

0.12.0

May 14, 2025

0.11.2

May 13, 2025

0.11.1

May 7, 2025

0.11.0

May 4, 2025

0.10.1

Apr 23, 2025

0.10.0

Apr 22, 2025

0.9.10

Apr 2, 2025

0.9.9

Apr 2, 2025

0.9.8

Apr 2, 2025

0.9.7

Mar 23, 2025

0.9.6

Mar 13, 2025

0.9.5

Mar 13, 2025

0.9.4

Mar 10, 2025

0.9.3

Mar 7, 2025

0.9.2

Mar 7, 2025

0.9.1

Mar 7, 2025

0.9.0

Mar 7, 2025

0.8.4

Jan 20, 2025

0.8.3

Jan 20, 2025

0.8.2

Dec 11, 2024

0.8.1

Dec 8, 2024

0.8.0

Dec 8, 2024

0.7.4

Dec 6, 2024

0.7.3

Dec 2, 2024

0.7.2

Nov 27, 2024

0.7.1

Nov 26, 2024

0.7.0

Nov 21, 2024

0.6.2

Nov 8, 2024

0.6.1

Aug 26, 2024

0.6.0

Aug 26, 2024

0.5.3

Jul 31, 2024

0.5.2

Mar 28, 2024

0.5.1

Feb 14, 2024

0.5.0

Feb 6, 2024

0.4.5

Feb 5, 2024

0.4.4

Feb 5, 2024

0.4.3

Feb 2, 2024

0.4.1

Jan 29, 2024

0.4.0

Jan 27, 2024

0.3.3

Jan 23, 2024

0.3.2

Jan 17, 2024

0.3.1

Jan 17, 2024

0.3.0

Jan 14, 2024

0.2.0

Jan 10, 2024

0.1.1

Nov 27, 2023

0.0.1

Nov 16, 2023

rigour 2.2.3

rigour

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