This module provides spatial statistics for python, that runs without the installation of extensive GIS packages.

The package implements three different categories of spatial statistics:

focal statistics, which are calculated as a moving window over input rasters (2D)
grouped statistics, which calculates the statistics based on zonal (xD)
zonal statistics, which calculates the statistics for each stratum and reapplies it to the index data (xD).

Furthermore, this package provides functionality to implement your own focal statistics functions, based on the mechanisms of a rolling window (xD).

Installation

The package can be installed with conda:

conda install --channel conda-forge pyspatialstats

Usage example

Focal mean of a 100x100 random numpy array.

from pyspatialstats.focal import focal_mean
import numpy as np

x = np.random.rand(100, 100)
fm = focal_mean(x, window=5)

Important links

API reference: https://pyspatialstats.readthedocs.io/en/latest/api.html
Documentation: https://pyspatialstats.readthedocs.io/en/latest/index.html

Metadata

Release files for pyspatialstats 0.1.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pyspatialstats 0.1.2
File	Size	Uploaded
pyspatialstats-0.1.2.tar.gz	49.0 kB	Oct 29, 2025	Details

Built distributions (wheels)

Table of built distributions (wheels) for pyspatialstats 0.1.2
File	Interpreter	ABI	Platform	Reset
pyspatialstats-0.1.2-cp313-cp313-win_amd64.whl 5.6 MB Oct 29, 2025	CPython 3.13	CPython 3.13	Windows x86-64	Details
pyspatialstats-0.1.2-cp313-cp313-musllinux_1_2_x86_64.whl 11.9 MB Oct 29, 2025	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
pyspatialstats-0.1.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 11.1 MB Oct 29, 2025	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64	Details
pyspatialstats-0.1.2-cp313-cp313-macosx_11_0_arm64.whl 1.8 MB Oct 29, 2025	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
pyspatialstats-0.1.2-cp313-cp313-macosx_10_13_x86_64.whl 1.9 MB Oct 29, 2025	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
pyspatialstats-0.1.2-cp312-cp312-win_amd64.whl 5.6 MB Oct 29, 2025	CPython 3.12	CPython 3.12	Windows x86-64	Details
pyspatialstats-0.1.2-cp312-cp312-musllinux_1_2_x86_64.whl 12.0 MB Oct 29, 2025	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
pyspatialstats-0.1.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 11.3 MB Oct 29, 2025	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
pyspatialstats-0.1.2-cp312-cp312-macosx_11_0_arm64.whl 1.8 MB Oct 29, 2025	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
pyspatialstats-0.1.2-cp312-cp312-macosx_10_13_x86_64.whl 2.0 MB Oct 29, 2025	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details
pyspatialstats-0.1.2-cp311-cp311-win_amd64.whl 5.6 MB Oct 29, 2025	CPython 3.11	CPython 3.11	Windows x86-64	Details
pyspatialstats-0.1.2-cp311-cp311-musllinux_1_2_x86_64.whl 12.1 MB Oct 29, 2025	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
pyspatialstats-0.1.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 11.4 MB Oct 29, 2025	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
pyspatialstats-0.1.2-cp311-cp311-macosx_11_0_arm64.whl 1.8 MB Oct 29, 2025	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
pyspatialstats-0.1.2-cp311-cp311-macosx_10_9_x86_64.whl 1.9 MB Oct 29, 2025	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
pyspatialstats-0.1.2-cp310-cp310-win_amd64.whl 5.6 MB Oct 29, 2025	CPython 3.10	CPython 3.10	Windows x86-64	Details
pyspatialstats-0.1.2-cp310-cp310-musllinux_1_2_x86_64.whl 11.4 MB Oct 29, 2025	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
pyspatialstats-0.1.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 10.7 MB Oct 29, 2025	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
pyspatialstats-0.1.2-cp310-cp310-macosx_11_0_arm64.whl 1.8 MB Oct 29, 2025	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
pyspatialstats-0.1.2-cp310-cp310-macosx_10_9_x86_64.whl 1.9 MB Oct 29, 2025	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details

Total release size: 129.3 MB

Release files / pyspatialstats-0.1.2.tar.gz

Download URL	pyspatialstats-0.1.2.tar.gz
Size	49.0 kB
Tags	Source
SHA-256 checksum How to use checksums	`0d75d5c830f8dc1d9c62c398eb0d6e8820e8e5ed3c94a673bef2b8c70fe84d45`
BLAKE2b-256 checksum How to use checksums	`24017fcb5d140c5047e404b497e40b9e33876f0d702536fbe04d33c0706e18e1`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp313-cp313-win_amd64.whl

Download URL	pyspatialstats-0.1.2-cp313-cp313-win_amd64.whl
Size	5.6 MB
Tags	CPython 3.13 Windows x86-64
SHA-256 checksum How to use checksums	`a31d7d8dad32c178a7a041f6dab7f0c75671d44d9bd784a22a5bbd245a99c50d`
BLAKE2b-256 checksum How to use checksums	`e76c2758b8f26147b42abfa41d7c787da796a9e535a7c33c05992c940c5047da`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL	pyspatialstats-0.1.2-cp313-cp313-musllinux_1_2_x86_64.whl
Size	11.9 MB
Tags	CPython 3.13 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`978ac8d7cac4038475234601aad3b8635ed4e148ec7760c8993939c14d5a2620`
BLAKE2b-256 checksum How to use checksums	`a6003fd36d70d70b25cb67e132a995e3cc9ac01bb4f813fa35185945030d38f6`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	pyspatialstats-0.1.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	11.1 MB
Tags	CPython 3.13 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`9d44ad37e672187b246fdc6c758728af89c9df8f568504a5293ae87f81cf1f61`
BLAKE2b-256 checksum How to use checksums	`d851cf109b506603a8e4b302041d2ee3745fb517591be9f5e0bed55e05c585d0`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp313-cp313-macosx_11_0_arm64.whl

Download URL	pyspatialstats-0.1.2-cp313-cp313-macosx_11_0_arm64.whl
Size	1.8 MB
Tags	CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`97ef8ee31cb0c2cd9b4c83c2a5c136e8ad7c112b92aa52b72336ac51baa47f19`
BLAKE2b-256 checksum How to use checksums	`02eda8f53a99a055c9608e69984f6ca93b0f28988df468f0da3327f2a5757645`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp313-cp313-macosx_10_13_x86_64.whl

Download URL	pyspatialstats-0.1.2-cp313-cp313-macosx_10_13_x86_64.whl
Size	1.9 MB
Tags	CPython 3.13 macOS 10.13+ x86-64
SHA-256 checksum How to use checksums	`2e46e19fbaa5c578908ce76fde0b8afce13ab942faab11465bd98c6ddd62b58a`
BLAKE2b-256 checksum How to use checksums	`43b02e355be14b79a3510c6b984ac423b8befd890289d10a1389519654baedb0`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp312-cp312-win_amd64.whl

Download URL	pyspatialstats-0.1.2-cp312-cp312-win_amd64.whl
Size	5.6 MB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`62757d7257e08499f91f793ba1f25a43e34b4ef2bc9d54928233311f8ba4cd84`
BLAKE2b-256 checksum How to use checksums	`2f016d4bfecd2760bad0454f87b8d40e541c0f5226874609f25742ddd94040de`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL	pyspatialstats-0.1.2-cp312-cp312-musllinux_1_2_x86_64.whl
Size	12.0 MB
Tags	CPython 3.12 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`992e695b14592e2dac6ddaad8d0ace8621fe89f3bf5469716f6495af5250201e`
BLAKE2b-256 checksum How to use checksums	`6566c3b4747293163e36185fc97195c9da99391671dc34f1138be2bfb9ef71bf`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	pyspatialstats-0.1.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	11.3 MB
Tags	CPython 3.12 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`1ab67dfd7c5ece36bf97dd98f49de32a7d7eabe25316d791d5273c24cf302108`
BLAKE2b-256 checksum How to use checksums	`4e13553179bbe5f98955e4be443547b38173db856c663ca43772efbb48aaac20`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp312-cp312-macosx_11_0_arm64.whl

Download URL	pyspatialstats-0.1.2-cp312-cp312-macosx_11_0_arm64.whl
Size	1.8 MB
Tags	CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`7baa8a8e882bc0a6ffbe8b260f1300a64076e72dbf263bee8512f113c08d9c2b`
BLAKE2b-256 checksum How to use checksums	`9b57bf1d73178fccc0f78b91a5806d8c7821acd209bd93fa62dde48b07386fd7`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp312-cp312-macosx_10_13_x86_64.whl

Download URL	pyspatialstats-0.1.2-cp312-cp312-macosx_10_13_x86_64.whl
Size	2.0 MB
Tags	CPython 3.12 macOS 10.13+ x86-64
SHA-256 checksum How to use checksums	`6a36118593f144cd2008fcec44dcce0934d8802cad30dbea575fa14090aa9cfe`
BLAKE2b-256 checksum How to use checksums	`26af7bc98e49637d6b306b8a2e32bd1388dadfc10727565002eaeb6d95716d52`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp311-cp311-win_amd64.whl

Download URL	pyspatialstats-0.1.2-cp311-cp311-win_amd64.whl
Size	5.6 MB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`98816a7cf8672a87fb06e1a407c826a0459ebafcc9987461e6f88a4404e7ebb1`
BLAKE2b-256 checksum How to use checksums	`4d1188da4cca4edcb21c4f3184a3f22dcc6297bc6ba9ec94f9a300ba56e3bdf6`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL	pyspatialstats-0.1.2-cp311-cp311-musllinux_1_2_x86_64.whl
Size	12.1 MB
Tags	CPython 3.11 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`7659720cdcccf42890eeea2efecfe44ebcb5ef92597a80eda6da2fe820e1b98b`
BLAKE2b-256 checksum How to use checksums	`a97cebd20e11b6ca145b9970d7ee5ed6fa900a54ee74bd3d309313f77a8d3b9a`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	pyspatialstats-0.1.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	11.4 MB
Tags	CPython 3.11 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`4127e82f2ec65a857c40e7ca86c52f57f9158b0cd46c85fd64ac151a4a757eac`
BLAKE2b-256 checksum How to use checksums	`4069f218abcc1346d55d2aa164474002737bdc7b7998548d7e46d16e0dd8e725`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp311-cp311-macosx_11_0_arm64.whl

Download URL	pyspatialstats-0.1.2-cp311-cp311-macosx_11_0_arm64.whl
Size	1.8 MB
Tags	CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`432732051b6fc0842e6cc91f57b85b7b741fa5d714bdf0b724f551fb63514376`
BLAKE2b-256 checksum How to use checksums	`30e689a1cadedb47d5a84b43f9e35df72ec0c30ff900c757347dd6aa403ff578`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp311-cp311-macosx_10_9_x86_64.whl

Download URL	pyspatialstats-0.1.2-cp311-cp311-macosx_10_9_x86_64.whl
Size	1.9 MB
Tags	CPython 3.11 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`963d45c55232e39d6aaaae732c27d77440c38d9827dbec15de6edb841c3528db`
BLAKE2b-256 checksum How to use checksums	`cf5bbe6dcf4c594a1d34efa4b012d41ead1e93a8c640c120b9a5c4841f6f4405`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp310-cp310-win_amd64.whl

Download URL	pyspatialstats-0.1.2-cp310-cp310-win_amd64.whl
Size	5.6 MB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`4b5e715ef2456c0b45c82f2683968750d6e0f37634ae41ef801164be2130b810`
BLAKE2b-256 checksum How to use checksums	`43c21c0502801fa4106bde5260109a808ca3a04061a3272fa6c35ec963953fad`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp310-cp310-musllinux_1_2_x86_64.whl

Download URL	pyspatialstats-0.1.2-cp310-cp310-musllinux_1_2_x86_64.whl
Size	11.4 MB
Tags	CPython 3.10 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`55664861f99bad7c28d92776e2441e538f05cc84cd881394ceb4d0daad0b7f57`
BLAKE2b-256 checksum How to use checksums	`27dcd04b77148e563e3825602dbe174a59c6ce54c305560f75e43ac8e5d974f5`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	pyspatialstats-0.1.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	10.7 MB
Tags	CPython 3.10 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`9f585b4dfe411fdc92331431c40d64e34adc1e2321c3364a545b11ccd9c2c8d7`
BLAKE2b-256 checksum How to use checksums	`2151661fd03e377550d372e411d248fd3565994fb8aca11df2d29a167a34ae3a`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp310-cp310-macosx_11_0_arm64.whl

Download URL	pyspatialstats-0.1.2-cp310-cp310-macosx_11_0_arm64.whl
Size	1.8 MB
Tags	CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`1396f1238c3dcebcf33d642fa00f50cef753527b3718dce5d43430145f6074c9`
BLAKE2b-256 checksum How to use checksums	`b7badbe9a24628a9f2d01bf67c94c32388bddecd8e4d8ed7ff201b19ab7b1b98`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / pyspatialstats-0.1.2-cp310-cp310-macosx_10_9_x86_64.whl

Download URL	pyspatialstats-0.1.2-cp310-cp310-macosx_10_9_x86_64.whl
Size	1.9 MB
Tags	CPython 3.10 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`e0b45fe377581b33bd66ecc8ca11d787b099b2e1834d2913b902ae73973cdf71`
BLAKE2b-256 checksum How to use checksums	`16ceac645b0330004d0ee0c9c0da0e7049d17765bbf3fa6cc5aab46f78bfe568`
Upload date	Oct 29, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`