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Data

The following data is used in the tutorials on this site.

World Data

2023 World Bank Indicators

Selected demographic, economic, and public health indicators sourced from the World Bank

2023 World Energy Indicators

Energy-related indicators from the US Energy Information Administration and the World Bank.

Statistical Review of World Energy

This is a polygon dataset representing country-level energy consumption, production, and reserves from the Energy Institute Statistical Review of World Energy, formerly the bp Statistical Review of World Energy.

2024 Review (data for 2023)

2020 Review (data for 2019)

2019 World Agriculture Indicators

Agriculture indicators from the Food and Agriculture Organization of the United Nations (FAO).

2023 World Indices

A collection of economic, political, and health indices from a variety of sources.

2012 World Religion

Country-level data on religious prevalence and religious tolerance from the Pew Research Center.

2020 Cartograms

Continuous and noncontinuous cartograms for US states and world countries scaled based on population.

2023 Graticule

Graticule as 20° polygons with 10° vertex separation, -180° to +180° longitude and -80° to +80° latitude.

Natural Earth Polygons

Natural Earth large scale (1:10m Cultural Vectors) polygons for world countries (Admin 0 - Details, map subunits). These include 209 sovereign states as 360 subunits that separate overseas territories (like French Guiana) and constituent countries (like the four countries of the United Kingdom). Antarctica has been removed to facilitate cleaner mapping in Mercator or equirectantular projections.

The files have minimal attribute columns to facilitate clean joins with tabular data: NAME, FORMAL_EN, and ISO_A3.

US American Community Survey Demographic Data

Selected demographic, housing, and economic data from the American Community Survey 5-year estimates.

County Data

Census Tract Data

ZIP Code (ZCTA) Data

Core Based Statistical Area (CBSA) Data

US Electoral Data

Electoral results and analysis from the 2012, 2016, 2020, and 2024 US presidential elections, along with a handful of demographic variables relevant to electoral analysis.

2012 - 2024 State-Level Data

2012 - 2024 County-Level Data

2024 US House District Level Data

Long Format CSV Data

US Energy Data

Climate Change Risk 2040-2060

Modeled county-level climate risk from the Rhodium Group under the RCP 8.5 scenario between 2040 and 2060 on a scale of 0 to 10 for heat, wet-bulb humidity, crop yeilds, sea-level rise, wildfire, and economic damage

2024 US Power Plants

Operable electric generating plants in the United States by energy source from the Energy Information Administration. This includes all plants that are operating, on standby, or short- or long-term out of service with a combined nameplate capacity of 1 MW or more.

2019 US County Energy Profiles

The National Renewable Energy Laboratory's city and county energy profiles is a set of modeled estimates of electricity and natural gas consumption and expenditures, on-road vehicle fuel consumption, vehicle miles traveled, and associated emissions for residential, commercial, and industrial uses in US counties.

2019 US State Energy Profiles

State-level energy production and consumption data from the US Energy Information Administration.

2024 US Refineries

This is a point dataset representing all operable petroleum refineries located in the US from the Energy Information Administration.

2018 US Present, Past, and Planned Nuclear Plants

A list of active, former, and planned nuclear power reactors from the US Nuclear Regulatory Commission and Wikipedia as of 15 May 2018.

2011 US Interstate Highway Traffic

Estimated mean annual average daily traffic for 2011 from the FHWA

Health Data

2023 PLACES Health Data

The CDC's PLACES project uses small area estimation methods to obtain 36 modeled chronic disease measures for counties, tracts, places, and ZCTAs in the United States.

National Vital Statistics System

The National Vital Statistics System (NVSS) is a CDC program that provides data on births and deaths in the United States.

2021 Mortality

County level counts and rates for the 15 leading causes of death

2022 Natality

County level counts and rates for births and maternal health.

2020 US Hospitals

Open Data Portals

World Data

US Social Data

US Infrastructure Data

US Environmental Data