Graphics for Exploration

Empirical data analysis, econometric modelling, and policy evaluation.

Education Outcomes Dashboard

Enrollment, attainment, and spending across Indonesian provinces

Education

Interactive

lang:Indonesian

An interactive dashboard of education outcomes — gross enrollment rates, mean years of schooling, and per-student spending — across Indonesian provinces using BPS and Kemendikbud data.

Sep 1, 2025

Tax Reliance and Democracy

Cross-country scatter explorer, 1990–2020

Political Economy

Historical Economics

lang:English

An interactive scatter plot exploring the relationship between non-resource tax reliance and V-Dem democracy indices across 108 countries, 1990–2020.

Aug 1, 2025

Poverty Rate Map

Provincial and district poverty rates from SUSENAS 2023

Development Economics

SUSENAS

Interactive

lang:English

An interactive choropleth map of poverty headcount rates at province and district level, disaggregated by urban and rural areas using SUSENAS 2023.

Jun 15, 2025

Fiscal Space Explorer

Government revenue, spending, and deficit across Indonesian provinces

Public Finance

Interactive

lang:Indonesian

An interactive comparison of provincial fiscal capacity — own-source revenue, transfer dependence, and fiscal deficit — using DJPK data.

May 1, 2025

Labor Market Dashboard

Wages, employment, and industry composition from SAKERNAS 2022

Labor Economics

SAKERNAS

Interactive

lang:English

An interactive dashboard visualizing labor market outcomes — wages, employment rates, hours worked, and industry composition — by gender, education, region, and disability status using SAKERNAS 2022 microdata.

Apr 15, 2025