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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 github@worldbank.org.

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 Public

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

    Stata 223 78

  2. repkit Public

    A Stata package with tools related to computational reproducibility

    Stata 8

  3. 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 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 Public

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

    64 27

  6. template Public template

    🎩 Project Template

    Jupyter Notebook 33 18

Repositories

Showing 10 of 260 repositories
  • double-jeopardy-in-llms Public

    Code for "Double Jeopardy and Climate Impact in the Use of Large Language Models." Includes scripts for analyzing socio-economic disparities, tokenization inefficiencies, and LLM utility using FLORES-200, Ethnologue, WDI, and GPT-4 APIs.

    Jupyter Notebook 0 MPL-2.0 0 0 0 Updated Mar 14, 2025
  • ntl-training Public

    Training on using nighttime lights data from NASA Black Marble for development analysis, including geospatial impact evaluations

    HTML 2 MIT 0 11 0 Updated Mar 13, 2025
  • DHIS2-Downloader Public

    Cross-platform desktop app that facilitates downloading data from DHIS2 servers

    JavaScript 2 BSD-2-Clause 1 0 1 Updated Mar 13, 2025
  • worldex Public

    WorldEx Application for subnational data indexing and discovery.

    Jupyter Notebook 3 MIT 1 20 13 Updated Mar 13, 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 (gld@worldbank.org).

    Stata 18 MIT 12 0 0 Updated Mar 13, 2025
  • HLO-production Public
    Stata 0 MIT 0 0 0 Updated Mar 13, 2025
  • pea Public

    Poverty and equity indicators

    Stata 0 0 0 0 Updated Mar 12, 2025
  • DECAT_Space2Stats Public
    Jupyter Notebook 4 2 7 4 Updated Mar 12, 2025
  • REaLTabFormer Public

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

    Jupyter Notebook 223 MIT 26 30 (2 issues need help) 0 Updated Mar 11, 2025
  • datalibweb Public

    datalibweb - datalibweb is the Stata frontend for the microdata API created by Poverty Global Practice in collaboration with ITS and DECDG to enable users to access data and documentation available in different global, regional and country microdata catalogs at the World Bank.

    Stata 8 MIT 2 0 2 Updated Mar 11, 2025
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