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World Bank

World Bank Repository for Data Products and Tools. Content does not necessarily represent official World Bank positions, policies and recommendations.
README.md

World Bank on GitHub

Welcome to the World Bank’s GitHub organization! Here, you’ll find a variety of projects, tools, and resources developed by our teams to support global development initiatives.

✨ Not yet a member? Submit a request via eServices on the WB intranet.

Our Mission

The World Bank Group's mission is to end extreme poverty and boost shared prosperity on a livable planet. We collaborate with governments, private sector partners, and civil society to tackle the most pressing challenges facing the world today. Through innovation, data-driven insights, and sustainable development practices, we aim to create a better future for all. Our work spans various sectors, including education, healthcare, infrastructure, and environmental sustainability. To learn more about who we are and what we do, visit our official website: worldbank.org.

Contributing

We welcome contributions from the open-source community. If you're interested in contributing or collaborating on our projects, please follow our guidelines outlined in the CONTRIBUTING file in each repository.

Code of Conduct

We are committed to fostering an inclusive and respectful environment for everyone. Please review and adhere to our Code of Conduct in all interactions within our community.

Discussions

We encourage discussions on topics related to data, development economics, and other relevant areas. Feel free to start discussions, ask questions, or share insights through the following channels:

If you have general questions or want to engage in broader conversations, please use the 🙏 Q&A section. Let's collaborate to drive positive change and contribute to the World Bank's mission!

Contact Us

For inquiries or more information about our organization and projects, you can reach out to us at [email protected].

License

Unless otherwise specified, all code and content in our repositories are licensed under the Mozilla Public License license.

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  1. ietoolkit ietoolkit Public

    Stata commands designed for Impact Evaluations in particular, but also data work in general

    Stata 223 78

  2. repkit repkit Public

    A Stata package with tools related to computational reproducibility

    Stata 8

  3. REaLTabFormer REaLTabFormer Public

    A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.

    Jupyter Notebook 223 26

  4. llm4data llm4data Public

    LLM4Data is a Python library designed to facilitate the application of large language models (LLMs) and artificial intelligence for development data and knowledge discovery.

    Python 57 4

  5. DIME-Resources DIME-Resources Public

    Repo for all the DIME Analytics/DIME resources like trainings and all.

    64 27

  6. template template Public template

    🎩 Project Template

    Jupyter Notebook 34 18

Repositories

Showing 10 of 260 repositories
  • dime-r-training Public

    Dime Analytics R Training

    worldbank/dime-r-training’s past year of commit activity
    HTML 119 MIT 77 16 1 Updated Mar 18, 2025
  • DECAT_Space2Stats Public
    worldbank/DECAT_Space2Stats’s past year of commit activity
    Jupyter Notebook 4 2 7 5 Updated Mar 18, 2025
  • pea Public

    Poverty and equity indicators

    worldbank/pea’s past year of commit activity
    Stata 0 0 0 0 Updated Mar 17, 2025
  • pacific-observatory Public

    Compiled analytics supporting the World Bank's Pacific Observatory

    worldbank/pacific-observatory’s past year of commit activity
    Jupyter Notebook 2 6 0 0 Updated Mar 17, 2025
  • ETR_GMT_replication Public

    This is a repository for the project Effective Tax Rates, Firm Size and the Global Minimum Tax Effective Tax Rate and Firm Size. It contains the necessary information to reproduce the analysis. It does not contain micro-data.

    worldbank/ETR_GMT_replication’s past year of commit activity
    R 0 Apache-2.0 0 0 0 Updated Mar 17, 2025
  • GOSTurban Public

    GOST's combined tools for urban analysis

    worldbank/GOSTurban’s past year of commit activity
    Jupyter Notebook 12 MIT 7 5 6 Updated Mar 17, 2025
  • gld Public

    This is the repository for the Global Labor Database (GLD). It aims to contain all necessary information to understand what the GLD is and how it functions. It does not, however, contain any microdata. For any questions please contact the Focal Point ([email protected]).

    worldbank/gld’s past year of commit activity
    Stata 18 MIT 12 0 0 Updated Mar 17, 2025
  • template Public template

    🎩 Project Template

    worldbank/template’s past year of commit activity
    Jupyter Notebook 34 MPL-2.0 18 11 (1 issue needs help) 1 Updated Mar 17, 2025
  • GOSTrocks Public

    Geospatial tools from the World Bank GOST team

    worldbank/GOSTrocks’s past year of commit activity
    Jupyter Notebook 2 MPL-2.0 1 0 1 Updated Mar 17, 2025
  • GOSTnets Public

    Convenience wrapper for networkx analysis using geospatial information, focusing on OSM

    worldbank/GOSTnets’s past year of commit activity
    Python 27 MIT 15 18 2 Updated Mar 17, 2025
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