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Data for Institutional Capacity and Effectiveness

Data science projects of the World Bank Institutional Capacity and Effectiveness, Data and Analytics team

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  1. govhr govhr Public

    A package for curating, harmonizing and developing automatable and scalable analysis for government human resources management (HRM) data

    HTML 2

  2. pigographs pigographs Public

    PIGOgraphs: hosts the chart's code for the Public Institutions Global Observatory (PIGO): Annual Review report 2025

    R 1 1

  3. cliaretl cliaretl Public

    A package designed for replicating the ETL (Extract, Transform, Load) of Country-Level Institutional Assessment and Review (CLIAR) data

    R 1

  4. cliarapp cliarapp Public

    An RShiny Dashboard for CLIAR Framework

    R 1

  5. pigoar2026 pigoar2026 Public

    pigoar2026: repository to reproduce the analysis presented in Public Institutions Global Observatory (PIGO): Annual Review report 2026

    R 1

  6. govhrcast govhrcast Public

    A comprehensive R package for forecasting government workforce dynamics and evaluating HR policy scenarios. Built on a modular architecture, govhrcast enables policy analysts to project workforce c…

    R 1

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