SOURCES & METHODOLOGY

WarPulse aggregates conflict data from established international news organizations. We do not generate original reporting. All information is attributed to its source, and casualty figures are cross-referenced across multiple outlets before publication.

Data Methodology

Casualty Figures

Compiled from multiple sources and averaged. Numbers reflect reported estimates and may lag official counts by hours or days. Figures are labeled as estimates and include military and verified civilian casualties separately where possible.

Update Verification

Reports are included only when corroborated by at least one wire service (Reuters or AP) or two independent broadcast outlets. Unverified claims are flagged until confirmation.

Source Weighting

Wire services (Reuters, AP) are given highest factual weight for numbers and events. Broadcast networks are used for context, statements, and analysis. Regional sources (Al Jazeera) are essential for ground-level reporting.

Update Frequency

The feed is updated continuously during active conflict hours. Oil price data refreshes every 5 minutes from market APIs. Map status is updated manually when major escalations occur.

Oil Price Data

Brent crude futures prices are pulled from Yahoo Finance's public API (BZ=F ticker). Pre-conflict baseline is the 90-day average prior to June 13, 2025.

Regional Status Classification

Country status (Attacker / Struck / At-Risk / Neutral) is editorially assigned based on the most recent verified reports. Status changes within 24 hours of a confirmed incident.

News Sources

AJ
Al JazeerainternationalQatar

Qatar-based international news network. Primary live RSS source for Middle East ground-level reporting.

Bias rating:center left
BBC
BBC NewsinternationalUK

BBC Middle East RSS feed. Solid verification standards and broad regional coverage.

Bias rating:center
GRD
The GuardianinternationalUK

Long-form and breaking coverage of the Middle East. Strong diplomatic and humanitarian reporting.

Bias rating:center left
R

Wire service used as factual baseline for military claims and casualty figures.

Bias rating:center
AP

Wire service. Casualty figures and verified military claims cross-referenced against AP reporting.

Bias rating:center