colocationpy


Namecolocationpy JSON
Version 0.1.8 PyPI version JSON
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home_pageNone
SummaryTools for co-location analysis: metrics, transforms, and utilities.
upload_time2025-08-29 16:28:23
maintainerNone
docs_urlNone
authorKeiran Suchak
requires_python>=3.10
licenseBSD 3-Clause License Copyright (c) 2025, Keiran Suchak Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. 3. Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
keywords co-location spatial mobility
VCS
bugtrack_url
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            # `colocationpy`

[![Ruff linting and formatting](https://github.com/ksuchak1990/colocationpy/actions/workflows/ruff.yml/badge.svg)](https://github.com/ksuchak1990/colocationpy/actions/workflows/ruff.yml)

[![Run Pytest with Conda](https://github.com/ksuchak1990/colocationpy/actions/workflows/pytest.yml/badge.svg)](https://github.com/ksuchak1990/colocationpy/actions/workflows/pytest.yml)

> A package to identify instances of co-location between mobile individuals in a
> population.

The package provides:

* **Core functionality** for detecting when and where co-location occurs.
* **Supporting metrics** for analysing the outcomes of co-location (entropy, clustering, interaction networks, modularity, etc.).
* **Transformations and utilities** to handle spatial and temporal alignment, distances, and proximity checks.

## Installation

```bash
pip install colocationpy
```

## Quickstart

Import the library and detect co-locations from mobility data, then use the built-in tools to explore the results.

Example outline:

* Provide trajectories with individual IDs, positions, and timestamps.
* Use co-location utilities to compute who was in the same place at the same time.
* Analyse the resulting interaction network or entropy measures.

## Modules

* **colocationpy (top-level)**
  Main API: co-location detection and related helpers.

* **colocationpy.metrics**
  Functions to analyse co-location results: entropies, clustering coefficient, interaction networks, mutual information, modularity.

* **colocationpy.transformations**
  Functions to align coordinate systems and map simulation timesteps to real datetimes. Used to make heterogeneous mobility data comparable.

* **colocationpy.utils**
  Distance measures, proximity functions, barrier handling, and other helpers used internally and available for advanced users.

            

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