District-wise nighttime lights database for India (641 districts, 2012-2024) using VIIRS satellite data.
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Updated
Mar 17, 2026 - Python
District-wise nighttime lights database for India (641 districts, 2012-2024) using VIIRS satellite data.
Open-source toolkit ecosystem for development research, evaluation, and program design. Built in India, shared for impact.
Replication Code for "Supporting Teacher Autonomy to Improve Education Outcomes: Experimental Evidence from Brazil"
This repository contains the replication files for the paper "Do Private Consultants Promote Savings and Investments in Rural Mozambique?"
Here you can have access to our group Master Thesis 2022 code by Stata.
BREAD Working Papers
MEL tools, calculators, and research documentation for development work. Part of OpenStacks for Change.
Data science & econometrics project exploring whether micro-finance institutions prioritise borrower need, and whether repeated borrowing promotes financial inclusion. We use LLM-labelled loan narratives and ML to prepare over 1 million Kiva loans for a fixed effects regression analysis.
Replication and extension of Besley & Burgess (2004) using modern DiD, event-study diagnostics, heterogeneity, and robustness checks in R.
Interactive bilingual resource on Bihar: society, economy, caste, migration, climate, culture. 17 sections, 18 research tools, D3 Sankey/chord diagrams, Leaflet maps, Chart.js visualisations. Single HTML file, fully offline-capable.
Donor-ready economic evaluation framework and KPI system for the Awaken Foundation’s cacao value-chain program in Ecuador, integrating applied econometrics and impact-measurement methods.
11 interactive Shiny apps for development economics — impact evaluation, poverty analysis, program design, and data exploration. Built for Impact Mojo.
Research deliverable developed during voluntary collaboration with Youth Advocacy Africa (YAA), Nairobi — Focusing on aligning youth-led initiatives with global funding priorities and SDG-linked donor frameworks (2025–2026).
Realistic practice datasets for development economics — 10 generators, 350k+ rows
[Early-stage] South Asia policy tracker — Part of OpenStacks
SQLite schemas, seed data & queries for Indian development indicators, government schemes, and OpenStacks tools — Part of OpenStacks
Replication material to reproduce the Corrigendum to "The Long-run Impact of Bombing Vietnam"
Reusable R notebooks, scripts, and tools for applied data work and evaluation. Part of OpenStacks for Change.
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