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CLUSTER SIMULATES-SPREAD-WEB · 20 ENTRIES · EARLIEST ENTRY 2026-02-03

Epidemic surveillance and simulation tools

This cluster comprises disease outbreak surveillance, epidemic simulation, and monitoring platforms for public health agencies and institutions. Member ideas span contact-tracing analysis, livestock disease coordination, wastewater biomarker tracking, and SEIRD-style simulation, with a focus on dashboards and predictive modeling. Dated entries appear sporadically from July 2025 through July 2026, with one entry in each of several months, yielding a thin but steady pattern. Pulsemap leads traction with 2 stars, while the rest show no activity signal.

Entry timeline

ENTRY TIMELINE

JUL 2025: 1JAN 2026: 1FEB 2026: 1APR 2026: 1MAY 2026: 1JUN 2026: 1JUL 2026: 1AUG 2026: 4SEP 2026: 6OCT 2026: 3
JUL 2025OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 2 ai-built · 2 hand-coded · 16 unlabelled

Operator · 5 hobby · 2 indie · 1 commercial · 1 enterprise · 11 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01pulsemap2★2 molivehobbyWeb dashboard that visualizes global disease outbreak data from WHO as an interactive heat map.
  2. 02City-Health-Tracker0★7 days—hobbyPublic health dashboard app that maps infection clusters across a city grid, flags risky houses, and updates risk statistics live.
  3. 03BIOHERD0★26 days—hobbyApp that detects early signs of disease in livestock and provides epidemiological outbreak surveillance for government animal husbandry departments.
  4. 04siveplens0★7 daysliveWeb platform that provides auditable analysis of SIVEP-Gripe health surveillance data for public health professionals.
  5. 05global-health-atlas0★15 daysliveInteractive world map that visualizes public-health indicators from official sources with full provenance and uncertainty intervals for researchers and policymakers.
  6. 06bod-dss-webapp0★25 days—hand-codedWeb app that presents burden-of-disease health statistics in an interactive dashboard for public health analysis.
  7. 07MediChainOmni0★2 days—hobbyClinical decision-support web platform that monitors hospital telemetry and outbreak signals and maintains patient audit trails for healthcare teams.
  8. 08HealthView0★12 days—Analytics platform that monitors hospitalizations, healthcare trends, epidemiological indicators, and alerts for hospital administrators.
  9. 09API-DATA0★1 mo—enterpriseEpidemiological surveillance web app that maps disease cases and provides interactive dashboards for health authorities to monitor outbreaks.
  10. 10Dashboard-rede-de-frios-NTVS0★1 moliveWeb dashboard that tracks inventory and expiration of vaccines and cold-chain supplies in real time for a health network.
  11. 11ebola0★1 moliveai-builtEpidemic monitoring platform that tracks outbreaks and supports public health surveillance with data dashboards.
  12. 12tuman-ses0★2 mo—Role-based web panel for managing clients, registrations, and payments for a sanitary-epidemiological station.
  13. 13epidata0★1 mo—hobbyWeb app that analyzes contact-tracing CSV data to map contagion networks, estimate the most likely Patient 0, classify risk, and generate narrative outbreak reports.
  14. 14sistema-vigilancia-epidemiologica0★8 mostaleliveindieWeb platform that monitors disease outbreaks in real time, calculates transmission rates, and predicts intensive care bed demand for health institutions.
  15. 15iaas-intelligence-platform0★3 mo—Hospital infection surveillance web app that tracks healthcare-associated infections, detects outbreaks, and generates regulatory reports for Chilean hospitals.
  16. 16murrain-watch0★3 mo—hand-codedindieReal-time livestock disease surveillance and quarantine coordination platform for state and federal animal health officials managing outbreak responses.
  17. 17effluent-oracle0★3 mo—Wastewater surveillance platform that models epidemiological signals and provides outbreak probability dashboards for public health agencies.
  18. 18sewage-sage0★3 mo—commercialSaaS platform that monitors wastewater biomarker data to detect disease outbreaks and drug consumption patterns for public health departments.
  19. 19wabah-deteksi-agen-klb0★1 yrabandoned—ai-builtHealth surveillance tool that uses an automated agent to detect and flag potential disease outbreak events.
  20. 20Observatório Demográfico — Mortalidade Brasil (2014–2025)0★unknownliveDashboard that visualizes mortality rates in Brazil by age group, flu, dengue, cancer, myocarditis, and suicide from public health data.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.