mapclassify implements a family of classification schemes for choropleth maps. Its focus is on the determination of the number of classes, and the assignment of observations to those classes. It is intended for use with upstream mapping and geovisualization packages (see geopandas and geoplot) that handle the rendering of the maps.
For further theoretical background see “Choropleth Mapping” in Rey, S.J., D. Arribas-Bel, and L.J. Wolf (2020) “Geographic Data Science with PySAL and the PyData Stack”.
3 maintainers
Metadata
3 maintainers
Release files for mapclassify 2.11.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| mapclassify-2.11.0.tar.gz | 5.7 MB | With provenance | Details for mapclassify-2.11.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| mapclassify-2.11.0-py3-none-any.whl | Python 3 | none | any | Details for mapclassify-2.11.0-py3-none-any.whl |
Total release size: 6.2 MB
Release files / mapclassify-2.11.0.tar.gz
| Download URL | mapclassify-2.11.0.tar.gz |
|---|---|
| Size | 5.7 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
85dbfe747e5b5aed1f1fd41ef5de0c0ab8322227ee308191a44fff12c59c197d
|
|
BLAKE2b-256 checksum How to use checksums |
426feeaeb11eba31c3b68c9819849dc9ec0dc69f743b34c68e03db50d5585af7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Aug 11, 2026.
Transparency logRelease files / mapclassify-2.11.0-py3-none-any.whl
| Download URL | mapclassify-2.11.0-py3-none-any.whl |
|---|---|
| Size | 479.0 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
a510178db75c9b12db3207d748993e0cc5be4132171a4adc42d0b723515352b1
|
|
BLAKE2b-256 checksum How to use checksums |
462d477fbe5b2dcc1960d28181fb96fb50dd39315ae61a6817351c29ef49f9a1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Aug 11, 2026.
Transparency logSecurity for mapclassify 2.11.0
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
Both files in this release have been uploaded with provenance metadata.
Attestation for mapclassify-2.11.0.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Aug 11, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
