Cite the atlas for project transformations and each upstream producer for the observations reused in analysis.
Uppsala Conflict Data Program
UCDP/PRIO Armed Conflict Dataset and UCDP Candidate Events Dataset. Cite the exact version disclosed in the repository build and follow UCDP terms.
UCDP downloads and documentationV-Dem Institute
Varieties of Democracy country-year dataset. Cite the loaded release and the V-Dem codebook for regime and indicator definitions.
V-Dem dataset and documentationIHME
Global Burden of Disease 2023 mortality and fertility results. Cite the GBD 2023 study and comply with IHME download terms.
GBD Results toolWorld Bank and UN Population Division
WDI indicators SP.DYN.CBRT.IN and SP.POP.TOTL distribute crude birth rate and total population, sourced primarily from UN World Population Prospects, under CC BY 4.0.
Crude birth-rate metadataTotal-population metadataUN World Population ProspectsNetwork science
Barabási's open textbook supplies the network-science concepts. Graphology supplies browser-side components and normalized betweenness algorithms.
Network ScienceGraphology standard libraryNatural Earth
Public-domain reference geometry used to draw countries and coastlines.
Natural EarthAtlas citation
War Maps Project. (2026). War Maps: An Atlas of Organized Armed Conflict [Data set, software, and interactive atlas]. Sid J.A. Hubbard, Principal Investigator. https://github.com/SJAH9/war-maps-project
Generated tables and transformed joins should attribute the War Maps Project. Source variables and observations remain attributable to UCDP, V-Dem, IHME, the World Bank, the UN Population Division, and Natural Earth as applicable.