Be notified at launch

Open Data. Real-Time Context.

Independent analytics illuminating the humanitarian toll in Gaza.

Gaza by the Numbers brings together verified open datasets, satellite imagery, and field reporting to surface the facts of the conflict without the noise.

Public beta expected Q1 2026.

Be notified at launch Discover the mission

Mission & Principles

Transparent methodology, reproducible analysis, and human stories behind the numbers.

Open Sourcing the Evidence

All raw inputs, cleaning scripts, and analytical notebooks will remain publicly accessible and version controlled.

Context Above Narratives

We contextualize casualty counts, infrastructure disruption, and humanitarian needs across time to surface trajectory, not talking points.

Collaborative Oversight

Advisory partners include regional NGOs, conflict epidemiologists, and academic researchers reviewing data quality in real time.

Curated Open Datasets

Launching with 40+ harmonized datasets and live feeds.

Humanitarian Tracker

Aggregated casualty, injury, and displacement data compiled from UN OCHA, WHO, and local medical networks.

Updated: hourly · Formats: CSV, Parquet

Infrastructure Pulse

Remote sensing layers capturing damage to health, water, and energy facilities with change detection annotations.

Updated: every 6h · Formats: GeoJSON, TIFF

Humanitarian Access Index

Border crossing status, convoy approvals, and aid volume metrics reconciled across multiple relief providers.

Updated: daily · Formats: JSON, CSV

Media Signal Monitor

Dataset tagging claims, fact-checks, and misinformation trends across major outlets and social channels.

Updated: continuous · Formats: NDJSON

Designed for Investigators, Humanitarians, and Journalists

Filter dashboards by location, timeframe, or indicator. Export reproducible methodology reports with one click, or blend our datasets with your own via API.

  • Interactive time-series layers with provenance trails
  • Alerting on statistically significant shifts and anomalies
  • Benchmarks aligned with international humanitarian law assessments

Launch Timeline

Preview the milestones as we move toward public release.

  1. Data ingestion pipeline soft launch
  2. Founding contributor cohort onboarded
  3. Public beta dashboards released

Stay in the loop

Register for dataset drops, methodology briefs, and launch invitations.

Open interest form

Submissions go directly to our launch coordination team.