income-inequality

Exploration and charting of world income distribution

An exploratory data analysis (EDA) project that investigates wage disparities between Black and White workers in the United States over time. This analysis uses statistical methods, visualizations, and hypothesis testing to uncover trends, measure wage gaps, and identify patterns across race and gender from historical data.

A comprehensive analysis of income inequality in Colombia using the 2024 GEIH dataset. This repository includes data processing, descriptive statistics, visualizations, and policy-oriented insights into socioeconomic disparities across regions and social classes.

Economics honors thesis linking tax, survey and national accounts data to estimate income inequality in Pakistan. To my knowledge, this is the first paper that recreates income distribution in Pakistan since Haq (1964). Advised by Gabriel Zucman.

This repository is for the research project: Climate change and poverty. Please cite my paper using the link below if you use any of its materials.

income-inequality.info website

This repository contains a model for predicting if an individual earns above or below an income threshold

Machine learning fairness analysis of U.S. wage inequality using 2022 ACS data. Gradient Boosting, Oaxaca-Blinder decomposition, fairness audit

The relationship between income and happiness has changed in Australia in the last 20 years. The cost of happiness has increased.

This project analyzes income inequality among major sports leagues in the United States, including MLB, NHL, NBA, and NFL.

Exploring Zillow and IRS datasets to determine relationships between income and housing

Stata replication code and paper for an R-squared goodness-of-fit decomposition of income redistribution across 108 countries (1971–2010), using Shapley values via the rego method in Stata.

Economic growth and income inequality research in South Asia using panel data, Palma ratios, and MICE imputation.

Analysis of American Family Economic Dynamics: A Python-based exploration of income, poverty, and family composition in the U.S., featuring EDA techniques, statistical insights, and data visualizations to inform socio-economic policies.

The context of this repo is sharing the empiric work presented as my MPA thesis on July 2023. The research is title is: "Remittances vs Public Finance Capacity. Impact Assessment in Reducing Income Inequality in Latin America: A Quasi-Experimental Analysis"

Exploration of income inequality, literacy, health, poverty and corruption perception across countries and regions of the world

Coursework Data Science: Mapping Economic complexity Statistics

Code used for my undergraduate thesis "Income Inequality in Europe and Russia: Cross-Countries Analysis"

Replication package: "The Distributional Consequences of Federal Fiscal Policy, FY2000–FY2025" — Salazar (2026)

Distribuição de renda, tributação e patrimônio entre declarantes do IRPF, por centis, anos e unidades da Federação. Dados oficiais da Receita Federal transformados em indicadores reprodutíveis, com relatórios e painel interativo.