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World Bank

Welcome to the World Bank Open Source Software Repository. 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 MIT License together with the World Bank IGO Rider. The Rider is purely procedural: it reserves all privileges and immunities enjoyed by the World Bank, without adding restrictions to the MIT permissions. Please review both files before using, distributing or contributing.

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  1. metadata-editor metadata-editor Public

    Web tool to edit, validate, and manage metadata for Microdata (DDI Codebook), documents, tables, media, and geospatial data.

    PHP 267 21

  2. ietoolkit ietoolkit Public

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

    Stata 238 84

  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 244 29

  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 82 5

  5. oss-catalog oss-catalog Public

    World Bank Open Source Code catalog external site, surfacing World Bank open source projects to make them more discoverable.

    TypeScript 1 1

  6. pcn pcn Public

    Proof-Carrying Numbers (PCN): Trust is earned only by proof — the absence of a verification mark communicates uncertainty.

    TypeScript 3 1

Repositories

Showing 10 of 298 repositories
  • GeoE3 Public

    Geospatial Enabling Environments for Employment (GeoE3)

    worldbank/GeoE3’s past year of commit activity
    Python 9 GPL-3.0 9 26 3 Updated Apr 2, 2026
  • pcn Public

    Proof-Carrying Numbers (PCN): Trust is earned only by proof — the absence of a verification mark communicates uncertainty.

    worldbank/pcn’s past year of commit activity
    TypeScript 3 1 1 0 Updated Apr 1, 2026
  • data360-mcp Public

    Model Context Protocol (MCP) server that gives LLM agents and chatbots direct access to the World Bank's Data360 Platform. Search, validate, and retrieve development indicators—from GDP and poverty to gender equality and climate—with structured metadata and time-series data, without hallucinating values.

    worldbank/data360-mcp’s past year of commit activity
    Python 4 2 19 0 Updated Apr 1, 2026
  • mega-gld Public

    Automation pipeline to onboard the Global Labor Database to the Corporate Data Lake and publish its datasets to the Microdata Library

    worldbank/mega-gld’s past year of commit activity
    R 1 MIT 1 3 3 Updated Apr 1, 2026
  • trend-narrative Public

    Python package for piecewise-linear trend detection and plain-English narrative generation for time series data.

    worldbank/trend-narrative’s past year of commit activity
    Python 6 MIT 0 0 1 Updated Apr 1, 2026
  • 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 30 MIT 17 1 12 Updated Apr 1, 2026
  • DECAT_Space2Stats Public

    This project focuses on creating and disseminating data through aggregation of geospatial information at standard administrative divisions, and through the attribution of household survey data with foundational geospatial variables.

    worldbank/DECAT_Space2Stats’s past year of commit activity
    Jupyter Notebook 15 4 20 6 Updated Apr 1, 2026
  • wb-reproducible-research-repository Public

    This repository supports the World Bank's Reproducible Research Repository

    worldbank/wb-reproducible-research-repository’s past year of commit activity
    R 24 6 0 0 Updated Apr 1, 2026
  • geospatial_masterclass Public

    Geospatial data science training documentation and plan

    worldbank/geospatial_masterclass’s past year of commit activity
    HTML 2 MIT 1 0 0 Updated Apr 1, 2026
  • alternative-data-for-crisis Public

    Using Alternative Data to Assess Immediate Economic Impacts of Crises -- Conflict and Natural Disasters

    worldbank/alternative-data-for-crisis’s past year of commit activity
    Jupyter Notebook 8 MIT 1 18 4 Updated Apr 1, 2026
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