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Quantifying urbanization

Urbanization is a foundational aspect of understanding the human condition, and has been a focus of economic, social, and development study for many years. This code repository is meant to centralize many of the urban analytics performed by the World Bank's Global Operational Support Team (GOST) in support of World Bank Group operations. There are numerous code examples in the notebooks folder including both tutorials and records of project implementations.

This repo includes a GitHub Pages and a Wiki for the documentation.

Installation

From PyPI

GOSTurban is available on PyPI and can installed using pip:

pip install GOSTurban

From Source

  1. Clone or download this repository to your local machine. Then, navigate to the root directory of the repository:

    git clone https://github.com/worldbank/GOSTurban.git
    cd GOSTurban
    
  2. Create a virtual environment (optional but recommended):

    python3 -m venv venv
    source venv/bin/activate  # On Windows, use `venv\Scripts\activate`
    
  3. Install the package with dependencies:

pip install .

Developer Installation

Install the package in editable mode with all of the dependencies needed to run the tests and build the documentation locally:

pip install -e .[dev]

The -e flag stands for "editable," meaning changes to the source code will immediately affect the installed package.

License

This project is licensed under the MIT - see the LICENSE file for details.

Metadata

Release files for GOSTurban 1.0.0

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

Source distribution (sdist)

Source distribution for GOSTurban 1.0.0
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gosturban-1.0.0.tar.gz 15.7 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for GOSTurban 1.0.0
File Interpreter ABI Platform
gosturban-1.0.0-py3-none-any.whl Python 3 none any Details

Total release size: 15.7 MB

Release files / gosturban-1.0.0.tar.gz

Download URL gosturban-1.0.0.tar.gz
Size 15.7 MB
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Signed by GitHub Actions, verified by PyPI on Dec 19, 2025.

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Release files / gosturban-1.0.0-py3-none-any.whl

Download URL gosturban-1.0.0-py3-none-any.whl
Size 11.5 kB
Tags Python 3
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baea54cec16e12f529f2ab557ba86f820f40ce6e2399458c1d6bf128d2f4d441
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Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.7

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 Dec 19, 2025.

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1.0.0 This release

2 release files

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