Government & Policy

Government spending, taxation, interest-rate policy, and regulation as drivers of measured outcomes.

University of Michigan Consumer Sentiment
IRS SOI ZIP Code Data 2013 (with AGI) - inferred
IRS Statistics of Income (SOI) Tax Year 2013 Zip Code Data
IRS SOI ZIP Code Data 2015 (with AGI) - inferred
IRS Statistics of Income (SOI) Tax Year 2015 Zip Code Data
IRS SOI ZIP Code Data 2011 – Individual Income Tax Statistics (with AGI)
IRS SOI ZIP Code Data 2011 – Individual Income Tax Statistics (no AGI breakdown)
IRS SOI ZIP Code Data 2012 – Individual Income Tax Statistics (no AGI breakdown)
IRS SOI ZIP Code Data 2014 – Individual Income Tax Statistics (no AGI breakdown)
IRS SOI ZIP Code Data 2016 – Individual Income Tax Statistics (no AGI breakdown)
IRS SOI ZIP Code Data 2017 – Individual Income Tax Statistics (no AGI breakdown)
IRS SOI ZIP Code Data 2018 – Individual Income Tax Statistics (no AGI breakdown)
IRS SOI ZIP Code Data 2019 – Individual Income Tax Statistics (no AGI breakdown)
IRS SOI ZIP Code Data 2020 – Individual Income Tax Statistics (no AGI breakdown)
IRS SOI ZIP Code Data 2014 – Individual Income Tax Statistics (with AGI)
IRS SOI ZIP Code Data 2021 – Individual Income Tax Statistics (no AGI breakdown)
IRS SOI ZIP Code Data 2022 – Individual Income Tax Statistics (no AGI breakdown)
IRS SOI ZIP Code Data 2016 – Individual Income Tax Statistics (with AGI)
IRS SOI ZIP Code Data 2017 – Individual Income Tax Statistics (with AGI)
IRS SOI ZIP Code Data 2018 – Individual Income Tax Statistics (with AGI)
IRS SOI ZIP Code Data 2019 – Individual Income Tax Statistics (with AGI)
IRS SOI Individual Income Tax Statistics ZIP Code Data 2020 (with AGI)
IRS SOI Individual Income Tax Statistics ZIP Code Data 2021 (with AGI)
IRS SOI Individual Income Tax Statistics ZIP Code Data 2022 (with AGI)
NYC Mortality Data
NCHS – Injury Mortality in the United States (1999–present)
CDC Wastewater Data for Measles
US Measles cases and deaths historical
Model Year 2024 Fuel Economy and Technology Data
Model Year 2024 Footprint Data
USGS Earthquake Catalog (All Earthquakes, Past 30 Days)
Socrata – Chicago Traffic Crashes (with Lat/Lon)
NYC Open Data – NYPD Motor Vehicle Collisions
FIRMS NASA Active Fire Data (MODIS, Last 7 Days)
USGS Earthquake Catalog - Significant Past Month
USGS Earthquake Catalog - All Week
NASA Active Fire Data - VIIRS 24h
NBER ZIP Code Distance Database Centroids 2010
HIV funding in low- and middle-income countries
Our World in Data – COVID-19 Testing Time Series