Compiled by the ENCLAI research team following a documented methodology · Editorial oversight: Dr Natalya Mathur, Founder · Data last updated: (UTC)

Where to get disease epidemiology data

WHO, GBD, ECDC, CDC, ProMED, HealthMap, GIDEON, Our World in Data, BlueDot/Airfinity and ENCLAI — which source answers which question, what it costs, how fresh it is, and where each one, including ours, loses. Competitor facts were read on each organisation’s own site on ; every such cell carries a numbered source, and anything we could not confirm is marked rather than asserted.

Read this first. We wrote this page, and we publish one of the sources on it. That is a conflict of interest and you should read the table accordingly. What we can offer instead of a promise is a way to check: every competitor cell is footnoted to the page it was read from, with the date and a confidence word; the section Where ENCLAI loses is not padding; and if one of the free public sources answers your question, use it.

Three kinds of thing get called "epidemiology data" and mixing them is the commonest mistake: modelled estimates (IHME GBD, WHO estimates), reported surveillance counts (national notifiable-disease systems, ECDC TESSy, CDC NNDSS), and event reports (WHO DON, ProMED). Pick by the question. This table says which source answers which question, what it costs, how fresh it is, and where ENCLAI fits — including where it does not.

At a glance

✓ yes   ✗ no   ◐ partly   — not stated on the organisation’s own pages (never shown as a cross). Hover a cell for the detail; the sources link on each row lists the footnotes behind it.

Publisher of this pageOfficial bodiesModelled & aggregatedEvent-based & commercial
ParameterENCLAIWHO GHOWHO DONECDC AtlasCDC NNDSSGBDOWIDProMEDHealthMapGIDEONBlueDot / Airfinity
What it contains
Counts and estimates
Reported surveillance case counts (official notifications) sources ✓: harmonised national and international bulletins, disease × country × period◐: some indicators are country-reported, others WHO estimates✗✓✓✗: modelled estimates, not notifications◐: re-hosts WHO/GBD series✗✗◐: curated counts and surveys from ministry publications and journals—
Modelled burden estimates (incidence, deaths, DALYs) sources ✗: we do not model — by design✓✗✗✗✓✓: re-hosts GBD and WHO estimates✗✗✗—
Events and signals
Outbreak event reports and narratives sources ✓: dated outbreak reports per disease × country: the outbreak, the pathogen, transmission and reservoirs, clinical picture, epidemiology and seasonality, public-health significance; referenced, Zenodo DOI (read on enclai.net/outbreaks/cholera-nga-202609, 7 Nov 2026)✗✓✗✗✗✗✓✓✓: outbreak history (30,000–40,000+ outbreaks, vendor figures)✓
Early-warning or informal signals (before an official bulletin) sources ✓: a separate signals layer, labelled unconfirmed and kept apart from the counts✗✗✗✗✗✗✓✓✗✓
Forecasts or risk scores sources ✗: never forecasts — by design✗✗✗✗✗✗✗✗✗✓: BlueDot forecasting models; Airfinity FRIDA respiratory forecasts
Coverage and detail
Geography
190+ countries and territories sources ✓: 232 country pages✓✓✗: 30 EU/EEA countries✗: United States✓: 204 countries and territories✓✓✓✓: 230+ or 240+ (vendor pages disagree)—
Sub-national detail sources ◐: sub-national rows where the authority publishes them; drill-down on paid plans✗✗✗✓: state, local and territorial reporting✓: 660 subnational locations✗✗◐: events mapped to places——
Granularity and depth
Age and sex breakdowns sources ✗: totals only◐✗◐: ECDC says 'a variety of tables and maps'; age/sex availability not re-verified◐✓◐✗✗——
History before 2015 sources ◐: sparse before 2015✓✓✓✓✓: 1990 onward✓✓: 31-year archive✓: since 2006✓: vendor claims data back to 1348 AD—
Provenance
Names the reporting authority behind each figure sources ✓: disease, country and disease×country pages name the publishing authorities; national feed identifiers stay on the paid tier◐✓✓✓✗: modelled from many inputs✓✓✓✓—
Freshness
Cadence
Updated daily or faster sources ✓: pages re-rendered daily; each states the date its counts run to—✗: ≈3–4 items a month in 2026✗: annual, monthly or weekly by topic✗: weekly provisional✗: new round per GBD cycle (GBD 2023 launched 12 Oct 2025)—✓✓✓: vendor: updated every day—
Weekly series available sources ✓—✗✓: influenza, West Nile virus, diphtheria, Zika✓: weekly provisional tables on data.cdc.gov✗—✗✗——
Dating
States the date each figure runs to sources ✓: every opener reads 'As of <date>'◐✓✓✓✓✓✓✓——
Access, licence, price
Cost
Free to read sources ✓: public pages free; exports and API on paid plans✓✓✓✓✓✓◐: 5 full articles a month on the $0 tier✓✗: paid subscription, custom pricing✗: demo / consultation only
Price published on the site sources ✓: enclai.net/pricing✓✓✓✓◐: free non-commercial; commercial price on request✓✓✓✗: custom pricing✗: not published
Reuse
Open licence allowing commercial reuse sources ◐: outbreak reports and released datasets CC BY 4.0; exports/API under plan terms✗: WHO terms: non-commercial with acknowledgement✗✓: CC BY 4.0 with mandated credit line✓: public domain✗: non-commercial agreement; commercial licence separately✓: CC BY 4.0 for OWID-produced data; third-party data keep their provider's licence✗: commercial use: price on request—✗✗
Programmatic access (API or bulk download) sources ◐: API and exports on paid plans; public pages and CC BY datasets free✓: OData API✓: WHO API (observed)✓: Atlas REST service✓: data.cdc.gov✓: GHDx downloads✓◐: API on the commercial tier—◐: API as a paid add-on—
Citable DOIs for datasets or reports sources ✓: Zenodo DOIs for datasets and outbreak reports—✗——✓: Lancet capstones; GHDx records◐: citation guidance per chart✗✗✗✗
Genomics and resistance
Pathogen biology
Genomic lineage / clade context ✓: lineage circulation for 6 viral pathogens across 168 countries (enclai.net/genomics)✗✗✗✗✗✗✗✗✗—
Antimicrobial-resistance data sources ✓: 2.97 M isolate genotypes, 102 organisms—✗✓: AMR is one of the Atlas health topics✗✗✗✗✗✗—
Score✓ = 1 · ◐ = ½ · ✗ and — = 0 · out of 2015/208/204 not stated8/2010½/201 not stated10½/201 not stated9½/2010½/202 not stated9/209½/202 not stated6/204 not stated3/2013 not stated

The score is a plain count of the cells above and nothing more. Two cautions: we chose the 20 parameters, and a cell we could not confirm on an organisation’s own pages scores zero, which penalises the vendors that publish least (BlueDot / Airfinity, GIDEON). Read the score together with the sources, not instead of them.

Ready-made views

The same cells, counted only over the parameters that matter for one kind of question.

Show the evidence behind each cell (the full table, footnoted)

The sources, side by side

Footnote numbers link to the Sources list (URL, text read, confidence). “Best for” and “Not for” are our editorial judgement.
SourceType of dataScopeFreshnessCountry coverageAccess / licenceBest forNot forSource URL
IHME GBDmodelled estimates (mortality, incidence, prevalence, YLDs, DALYs, HALE, risk-attributable burden) 2GBD 2023: 375 diseases and injuries, 88 risk factors (292 causes of death), 1990→2023 23new round per GBD cycle; GBD 2023 launched 12 Oct 2025 (IHME does not state a fixed interval) 32204 countries and territories + 660 subnational locations 123free for non-commercial users under IHME's Free-of-Charge Non-Commercial User Agreement; commercial use needs a separate licence from IHME; site text/graphs CC BY-NC-ND 4.0 245burden comparisons, risk factorsthis week's caseshealthdata.org/research-analysis/gbd · ghdx.healthdata.org/gbd-2023 12
WHO GHOmix of reported indicators and WHO estimates (characterisation; WHO's pages do not label it this way) 63,091 indicator records returned by the GHO OData API on 2026-11-07 (WHO states no count on the GHO site) 76varies by indicator; WHO states no cadence (most series are annual — HEURISTIC, unverified) 6WHO Member States (194 — standard WHO fact, not re-verified this session) 6free to read; WHO terms: non-commercial / not-for-profit public-health use with acknowledgement, publication of data "shall remain under the control of WHO"; WHO publications CC BY-NC-SA 3.0 IGO; no CC BY 4.0 found on GHO or WHO policy pages 8910official annual indicatorsoutbreak countswho.int/data/gho 6
WHO Disease Outbreak Newsevent reports: "information on confirmed and potential acute public health events of concern across all hazards"; explicitly "not an exhaustive list" 11selected events WHO assesses 11irregular; 15 items between 2 Jul and 6 Nov 2026 (≈3–4 per month), most recent 6 Nov 2026 12global (recent items: DRC/Kenya/Nigeria, Saudi Arabia, France, Russian Federation, WHO African Region) 12free to read; reuse under WHO terms (non-commercial; publications CC BY-NC-SA 3.0 IGO; commercial use needs permission) 910authoritative narrative on a declared eventsystematic counts, every outbreakwho.int/emergencies/disease-outbreak-news 11
ECDC Surveillance Atlasreported case notifications collated from Member States via TESSy 1361 health topics in the Atlas default dataset (57 diseases/infections + AMR + 3 healthcare-associated-infection topics) 14annual for most topics; monthly for measles/rubella; weekly datasets for influenza, West Nile virus, diphtheria, Zika 141530 EU/EEA countries 15free; ECDC material CC BY 4.0; Member-State data reusable (commercial or not) with the required credit line "Dataset provided by ECDC based on data provided by public health authorities" 16EU harmonised comparisons by age/sexoutside Europeatlas.ecdc.europa.eu 1314
CDC NNDSS (data.cdc.gov · CDC Stacks · WONDER)reported cases: weekly tables = provisional; annual tables = finalized 17US nationally notifiable infectious conditions 17weekly provisional (data.cdc.gov, 2014→); finalized annually (WONDER annual summary query, 2016→; CDC Stacks) 1718state, local and territorial health departments 19public domain (most CDC content; third-party material excepted) 20US weekly countsother countriescdc.gov/nndss/infectious-disease · data.cdc.gov · wonder.cdc.gov 1718
ProMED (ISID)moderated event reports, One Health: "infectious diseases and toxins affecting humans, animals and plants" 21all pathogens, human/animal/plant 21same-day; "5-20 critical health events daily", 24/7; 5 posts dated 7 Nov 2026 on the homepage 2221global ("subscribers in almost every country in the world") 21freemium: $0 web tier = 5 full articles/month; Standard $10/mo or $100/yr = 30 articles/month; Pro $1,000/user/yr = unlimited + email alerts; Commercial/Government/Academic = price on request (API, org accounts). Archive search unlimited in every tier 23earliest human-curated signalscounts, time seriespromedmail.org 22
HealthMapautomated, NLP-classified events from "online news aggregators, eyewitness reports, expert-curated discussions and validated official reports" 24infectious-disease events (no pathogen list stated) 24continuous, "24/7/365" (no hourly figure stated) 24global (vendor description) 24"freely accessible"; Boston Children's Hospital, founded 2006 24map of media-reported eventsofficial countshealthmap.org 24
GIDEONcurated disease × country epidemiology, outbreak history, pathogen/drug/vaccine reference (vendor description) 2526vendor figures differ by page: epidemiology-database page 370+ diseases, 230+ countries/territories, 30,000+ outbreaks, 100,000+ surveys 25; features page 370+ diseases, 240+ countries/territories, 40,000+ outbreaks, 130,000+ surveys 26"Daily updates" / "Updated every day" (vendor) 2627230+ or 240+ countries and territories (vendor, inconsistent) 2526paid subscription, custom pricing, no public price (Institution and Professional plans; API is an optional add-on with R/Python wrappers) 27historical outbreak reference, diagnosis supportlive surveillancegideononline.com/epidemiology-database · gideononline.com/features · gideononline.com/plans 252627
Our World in Datare-hosted and OWID-curated series from WHO, World Bank, OECD, UN and IHME GBD (causes of death, risk factors) 2930selected topics 29as sources update (OWID states no cadence) 29global (not stated on pages fetched) 29OWID-produced data and charts CC BY 4.0; third-party data "subject to the license terms of those providers" — e.g. GBD-derived series inherit IHME's terms 29charts, teaching, long seriesnational weekly bulletinsourworldindata.org 29
BlueDot · Airfinityenterprise outbreak/biorisk intelligence: BlueDot = outbreak alerts, structured data assets, forecasting models, expert risk assessments; Airfinity = One ID platform, Biorisk Intel, FRIDA respiratory forecasts, Nexa drug/vaccine demand, obesity/CVRM intelligence 3132BlueDot "190+ infectious diseases and syndromes"; Airfinity "hundreds of global data sources" 3132BlueDot "always-on"; Airfinity "near real-time", "continuously updated" (no cadence stated by either) 3132global (vendor) 3132pricing not published — demo/consultation only. Buyers: BlueDot "governments and global enterprises" (logos: ASEAN, City of Chicago, Air Canada, NIID, Meiji, Taiwan CDC, Reckitt, NATO); Airfinity: pharma & life sciences, governments & healthcare authorities, non-life-science organisations ("9 out of 10 of the largest pharmaceutical providers within infectious diseases") 3132enterprise risk teamsopen accessbluedot.global · airfinity.com 3132
ENCLAIreported surveillance counts from national and international bulletins, harmonised to disease × country × period; separate early-warning signals; genomic context; source-linked news205 diseases; 444 monitored feedsdaily (pages re-rendered every 15 min; dateModified live)232 countries/territories with records; 1,230 disease × country pagesfree public pages; paid plans for exports/API; CC BY 4.0 outbreak reports with DOIscross-country reported-case comparison this year; "how many X cases in Y in 2026"; which country publishes whatmodelled burden, DALYs, mortality estimates, clinical guidanceenclai.net/methodology

Where ENCLAI loses

Which source for which question

QuestionGo to
How big is the burden of X, globally or by country?GBD (modelled)
How many reported cases of X in country Y this year, and how does Y compare with its neighbours?ENCLAI (reported) · the national portal for the raw bulletin
What did WHO say about outbreak Z?WHO DON
EU incidence of X by age?ECDC Atlas
US weekly count of X?NNDSS weekly provisional tables (data.cdc.gov)
What is the earliest signal of something new?ProMED · HealthMap · ENCLAI signals (labelled unconfirmed)
Which strains are circulating?GISAID · Nextstrain · PubMLST · ENCLAI genomics (context only)

Questions people ask

Where is the best place to get data on disease epidemiology?
There is no single best source. Modelled burden (deaths, DALYs, incidence estimates) comes from IHME's Global Burden of Disease; reported surveillance counts come from the agency that collects them (CDC NNDSS for the US, ECDC's Atlas for the EU/EEA) or from ENCLAI, which harmonises national bulletins across countries; event narratives come from WHO Disease Outbreak News and ProMED. Pick by the question, as in the matrix above.
Is WHO Global Health Observatory data free to reuse?
Free to read. WHO's data policy and terms of use allow non-commercial, not-for-profit use with acknowledgement; commercial use needs WHO's permission. WHO does not publish its GHO data under CC BY 4.0 (sources 8–10).
What is the difference between GBD estimates and reported case counts?
GBD figures are model outputs with uncertainty intervals, revised between rounds; reported counts are what health authorities actually notified, incomplete where surveillance is weak. The two should not be spliced into one series.
Which source has weekly infectious-disease counts?
CDC's weekly provisional tables on data.cdc.gov for the United States; ECDC's weekly datasets for influenza, West Nile virus, diphtheria and Zika in the EU/EEA; ENCLAI for weekly and monthly national bulletins across 230 countries and territories, with the reporting authority named on each page.

Sources

All accessed 7 November 2026. verified = read on the organisation’s own page or returned by its API that day · vendor-claim = stated by the vendor, no independent check possible · unverifiable = not stated on any page reached.

  1. https://www.healthdata.org/research-analysis/gbd — "463 health outcomes and risk factors"; "204 countries and territories, plus dozens of subnational locations". Fetched with curl + browser UA (plain fetch returned HTTP 403).verified
  2. https://ghdx.healthdata.org/gbd-2023 — Capstone title: "Burden of 375 diseases and injuries, risk-attributable burden of 88 risk factors, and healthy life expectancy in 204 countries and territories, including 660 subnational locations, 1990–2023". Core GBD 2023 datasets dated Oct 11–12, 2025 (Cause-Specific Mortality, Demographics, Risk Exposure, DALYs/HALE; later topic releases through Aug 2026). "Terms and Conditions of Data Use: Data made available for download on IHME Websites can be used, shared, modified or built upon by non-commercial users in accordance with the IHME FREE-OF-CHARGE NON-COMMERCIAL USER AGREEMENT. For more information (and inquiries about commercial use), visit IHME Terms and Conditions".verified
  3. https://www.healthdata.org/announcing-launch-gbd-2023-study-results — "The World Health Summit kicked off their event with a keynote session featuring the launch of GBD 2023 on October 12." Three capstones listed (demographics; "292 causes of death"; "375 diseases and injuries ... 88 risk factors"). Lancet record (not fetched directly; search snippet only): Lancet 2025;406(10513):1873–1922, Epub 12 Oct 2025, https://pubmed.ncbi.nlm.nih.gov/41092926/verified
  4. https://www.healthdata.org/data-tools-practices/data-practices/terms-and-conditions — "Commercial organizations wishing to acquire a license to access and download IHME data should contact [address on page]." Non-commercial users: text/graphs/screenshots "via a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License"; downloadable data under the Free-of-Charge Non-Commercial User Agreement.verified
  5. https://www.healthdata.org/data-tools-practices/data-practices/ihme-free-charge-non-commercial-user-agreement — "User hereby declares that User is not a for-profit or other commercial entity ... will not make commercial use of the IHME Data and Data Sets".verified
  6. https://www.who.int/data/gho — No indicator count, country count, update cadence or licence stated on the page; footer links to "Terms of use" and "Permissions and licensing".verified (absence)
  7. https://ghoapi.azureedge.net/api/Indicator — GHO OData API returned 3,091 indicator records (len(value)), HTTP 200, 413,958 bytes.verified (deterministic)
  8. https://www.who.int/about/policies/publishing/data-policy — WHO may make data available "on terms that allow non-commercial, not-for-profit use of the Data for public health purposes"; "publication of the Data shall remain under the control of WHO"; excludes emergency and clinical-trial data. No CC licence named.verified
  9. https://www.who.int/about/policies/publishing/copyright — WHO publications: CC BY-NC-SA 3.0 IGO. "Permission is required for commercial uses and licensing of WHO materials." ICD/ICF/ICHI: CC BY-ND 3.0 IGO. No data-specific licence stated.verified
  10. https://www.who.int/about/policies/terms-of-use — Extracts may be reproduced "for research or private study" but "not for sale or for use in conjunction with commercial purposes"; acknowledgement of WHO required.verified
  11. https://www.who.int/emergencies/disease-outbreak-news — DONs "provide information on confirmed and potential acute public health events of concern across all hazards"; not an exhaustive list of WHO responses. (Item list did not render server-side.)verified
  12. https://www.who.int/api/emergencies/diseaseoutbreaknews?sf_culture=en&$orderby=PublicationDateAndTime%20desc&$top=15 — WHO's own DON API: 15 items dated 2026-11-06, 11-06, 11-02, 10-23, 10-15, 10-10, 10-08, 09-25, 09-10, 08-28, 08-14, 08-01, 07-17, 07-03, 07-02.verified (deterministic)
  13. https://www.ecdc.europa.eu/en/surveillance-atlas-infectious-diseases — Data "made available by ECDC collating data from the Member States collected through The European Surveillance System (TESSy)"; users "produce a variety of tables and maps". No disease count or cadence stated.verified
  14. https://atlas.ecdc.europa.eu/public/AtlasService/rest/GetHealthTopicsForDataset?datasetId=27 https://atlas.ecdc.europa.eu/public/AtlasService/rest/GetHealthTopicsForDataset?datasetId=27 (default dataset CURRENT.GENERAL, from …/rest/GetDatasets) — 61 health topics: Anthrax, Antimicrobial resistance, Arenavirus infection, Botulism, Brucellosis, Campylobacteriosis, CCHF, Chikungunya, Chlamydia, Cholera, Congenital syphilis, Cryptosporidiosis, Dengue, Diphtheria, Echinococcosis, Ebola/Marburg, Giardiasis, Gonorrhoea, Invasive H. influenzae, HAI-CDI, HAI-ICU, HAI-SSI, Hantavirus, Hepatitis A/B/C, HIV/AIDS, Influenza, Legionnaires', Leptospirosis, LGV, Listeriosis, Lyme neuroborreliosis, Malaria, Measles, IMD, Tetanus, Pertussis, Plague, IPD, Q fever, Rabies, RVF, RSV, Rubella, Salmonellosis, Shigellosis, Syphilis, TBE, Mumps, Congenital toxoplasmosis, Trichinellosis, TB, Tularaemia, vCJD, Other VHF, STEC/VTEC, WNV, Yellow fever, Yersiniosis, Zika. GetDatasets (1,297 datasets) shows cadence codes *.YEARLY (most), MEASRUBE.MONTHLY, INFL.WEEKLY, WNF.WEEKLY, DIPH.WEEKLY, ZIKV.WEEKLY.verified (deterministic)
  15. https://www.ecdc.europa.eu/en/measles/surveillance-and-disease-data — ECDC "publishes monthly surveillance data on measles and rubella submitted by the 30 EU/EEA countries".verified
  16. https://www.ecdc.europa.eu/en/copyright — ECDC material CC BY 4.0 (commercial or non-commercial, with credit, licence link, modification notice). Third-party data in ECDC databases reusable if each output carries "Dataset provided by ECDC based on data provided by public health authorities…". Logo excluded.verified
  17. https://www.cdc.gov/nndss/infectious-disease/index.html — "Weekly data are considered provisional data"; "Annual data are considered finalized data"; provisional weekly on DATA.CDC.gov (2014→present); NNDSS Annual Summary Data Query on WONDER (2016→present); CDC Stacks PDF/text (weekly 1951→, annual 1952→); "reporting jurisdictions voluntarily submit case notifications".verified
  18. https://www.cdc.gov/nndss/infectious-disease/weekly-and-annual-disease-data-tables.html — "In January 2025, CDC's … WONDER platform migrated" PDF/text tables: annual tables on CDC Stacks, weekly on CDC Stacks or data.cdc.gov; WONDER keeps "the interactive NNDSS annual summary data query".verified
  19. https://www.cdc.gov/nndss/about/index.html — NNDSS "receives and shares case data from state, local, and territorial health departments".verified
  20. https://www.cdc.gov/other/agencymaterials.html — Most CDC content "is in the public domain, and may be freely used or reproduced without obtaining copyright permission"; third-party/contractor material and logos excepted.verified
  21. https://promedmail.org/about-promed/ — "infectious diseases and toxins affecting humans, animals and plants"; "a program of the International Society for Infectious Diseases"; "operates 24 hours a day, 7 days a week"; launched 1994; "subscribers in almost every country in the world".verified
  22. https://promedmail.org/ — "verifies and analyzes 5-20 critical health events daily"; "archive spanning 31 years"; 5 posts dated Sat 07 Nov 2026 (Malaria–Panamá; Opisthorchiasis–Russia; Dengue–Viet Nam; Cholera–Zambia; Ebola–DRC (81)).verified (post dates) / vendor-claim (5–20/day)
  23. https://promedmail.org/subscribe/ — Freemium $0/mo (web only, 5 full articles/month, truncated AI summary); Standard $10/mo or $100/user/yr (30 articles/month); Pro $1,000/user/yr (unlimited, "All email subscription options", small-business internal use); Commercial/Reseller/Government/Academic Research "Price upon request" (API access, organisation accounts). Search results "Unlimited" and history "All time" in every tier.verified
  24. https://www.healthmap.org/about/ — "a freely accessible, automated disease-surveillance platform"; sources "online news aggregators, eyewitness reports, expert-curated discussions and validated official reports"; developed at Boston Children's Hospital, founded 2006; updates "24/7/365". (/site/about returns 404.)verified
  25. https://www.gideononline.com/epidemiology-database/ — "370+ infectious diseases"; "230+" countries and territories; "30,000+" global outbreaks; "100,000+" prevalence and seroprevalence surveys; "2,000+ bacteria and mycobacteria, 250+ fungi, 140+ viruses, 140+ yeasts, and algae". No prices.vendor-claim
  26. https://www.gideononline.com/features/ — "370+ generic infectious diseases (known by 2,900+ names)"; "240+ countries and territories"; "40,000+ outbreaks"; "130,000+ prevalence and seroprevalence surveys"; "over 25,000 case series"; "450,000+ references"; "Daily updates"; "data going back as far as 1348 AD".vendor-claim
  27. https://www.gideononline.com/plans/ — Institution: "US$ Custom pricing"; Professional: "Custom pricing (USD)"; both "Updated every day"; API "Optional add-on" ("Programmatic data retrieval via the API", R and Python wrappers). No free trial; "Book a free demo". (/pricing/ returns 404.)verified
  28. https://www.gideononline.com/epidemiology/ — Editorial article (dated 10-May-2022): "Data is refreshed daily"; "over 2000+ pathogens"; "38,000+ graphs"; "data going back to 1348 AD". Does NOT carry the 370+/230+/30,000+ figures — those are on 25.vendor-claim
  29. https://ourworldindata.org/faqs — "Data produced by us falls under our permissive CC BY license" (links CC BY 4.0); charts reusable with citation; "Most of the data on Our World in Data comes from third-party providers … subject to the license terms of those providers"; sources named: OECD, World Bank, WHO, UN agencies, academic and government sources.verified
  30. https://ourworldindata.org/causes-of-death — "This data comes from the most recent publication of the Global Burden of Disease study"; risk-factor estimates from IHME GBD 2019 ("Global burden of 87 risk factors in 204 countries and territories, 1990–2019").verified
  31. https://bluedot.global/ — "Trusted by governments and global enterprises around the world"; client logos ASEAN, Chicago, Air Canada, NIID, Meiji, Taiwan CDC, Reckitt, NATO; offerings "Horizon Scanning & Risk Assessments", "Risk Analysis Toolkit", "Predictive Intelligence"; "always-on global surveillance system" monitoring "over 190+ different infectious diseases and syndromes"; no pricing, "Book A Demo" / "Book a free consultation".verified (no pricing) / vendor-claim (scope)
  32. https://www.airfinity.com/ — Products: FRIDA (respiratory forecasts: influenza, COVID-19, RSV), Airfinity One ID, Biorisk Intel, Nexa (drug/vaccine demand), Obesity and CVRM intelligence; "Solutions For": Pharma & Life Sciences, Governments & Healthcare Authorities, Non-Life Science Organisations; "relied on by 9 out of 10 of the largest pharmaceutical providers within infectious diseases"; "near real-time", "continuously monitors and pulls updates from hundreds of global data sources"; no pricing, "Book a Demo".verified (no pricing) / vendor-claim (scope, cadence, customers)

Last reviewed 7 November 2026 by Dr Natalya Mathur. Corrections: contact. This page is re-verified quarterly; the review date above is the only claim to currency.

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