Sources de données

Statistiques Officielles

• Division Statistique des Nations Unies
• Division Statistique des Nations Unies. Statistiques Officiales. Principees and Pratiques, Organisation et Management
• UN Data
• FAOData APIs | FAO
• Portail FOSTAT (version pilote) – FAOSTAT donne accès à l’opendata sur la faim, l’alimentation et l’agriculture. Principales données et indicateurs pour l’analyse des données de santé publique.
• OECD Data Portal | OECD
• UNICEF Data – Suivi de la situation des enfants et des femmes | UNICEF
• World Population Prospects – Centre de Téléchargement | Département des affaires économiques et sociales des Nations Unies (DAES), Division de la population
• Base de Donnée Subnationale de Population – Banque Mondiale. Présente la population estimée au premier niveau administratif au-dessous du niveau national. Vérifiez la méthodologie pour les limites des données.
• ISO Country Codes –

Global Health Data

• Global Health Data Exchange (GHDx) – Institute of Health Metrics and Evaluation (IHME), University of Washington.
• Global Burden of Disease Study 2010 datasets at GHDx, IHME
• Global Burden of Disease Study 2010. Data Download, GHDx, IHME
• Global Burden of Disease Study 2015 Data Resources – IHME GHDx
• IHME Data – Datasets created by IHME
• IHME – US Data | GHDx – links to IHME-produced US data resources
• WHO Health Data and Statistics – Access to global health estimates and mortality datasets
• WHO Global Health Observatory – World Health Organization
• WHO Mortality Database – World Health Organization
• WHO Global Health Expenditure database – World Health Organization
• WHO Life Tables for WHO Member States – WHO Health Statistics and Health Information Systems
• WHO Global Health Estimates for 2000-2012 – WHO Health Statistics and Health Information Systems
• WHO Global Infobase – NCDs risk factors
• WHO Disease and Injury country estimates – World Health Organization
• WHO TB database (download page) – World Health Organization
• WHO Global Urban Ambient Air Pollution Database (Updated 2016) – World Health Organization
• UNICEF-WHO-The World Bank Group: Joint child malnutrition estimates – levels and trends – UNICEF-WHO-The World Bank Group
• Global Malaria Mapper – Created by the Medicines for Malaria Venture and the WHO Global Malaria Programme, this interactive online Map Editor allows you to access and map comprehensive, reliable and relevant data from the WHO World Malaria Report 2012.
• World Bank Group releases 22 country study of universal health coverage – World Bank Health Group
• Health, Nutrition and Population – World Bank
• MEASURE DHS – Demographic and Health Surveys (DHS) program has collected, analyzed, and disseminated accurate and representative data on population, health, HIV, and nutrition through more than 300 surveys in over 90 countries.
• Human Development Indicators – UNDP Indices & Data: Tools & rankings, HDI Inequality-adjusted HDI, Gender Inequality Index, Multidimensional Poverty Index, Gettings and Using Data, Understanding the Data.
• Social Progress Index – The Social Progress Index measures the extent to which countries provide for the social and environmental needs of their citizens | The Social Progress Imperative
• Project Tycho: Data for Health – is a project at the University of Pittsburgh to advance the availability and use of public health data for science and policy making.
• Humanitarian Data Exchange (HDX)
• Global Compendium of Aedes Aegypti and Ae. Albopictus occurrence. Scientific Data.
• Global Nutrition Report – This section provides links to the data underpinning the Global Nutrition Report, links to supplementary materials, including over 200 nutrition country, regional, and subregional profiles and data visualization tools.
• The Human Mortality Database – It provide detailed mortality and population data
• Human Life Table Database – The Human Life-Table Database is a collection of population life tables covering a multitude of countries and many years.
• Spatial Data Repository, The DHS Program – The Spatial Data Repository provides geographically-linked health and demographic data from The DHS Program and the U.S. Census Bureau for mapping in a geographic information system (GIS).

Health Indicators

• WHO Global Health Observatory
• PAHO Regional Health Observatory
• EURO Health For All databases + Health Information and Evidence Portal (beta)
• WHO EURO European Health Information Gateway
• State of Health 2020 – EURO European Health Information Gateway
• World Bank, Health Nutrition and Population Statistics
• African Health Stats – An innovative data site that allows you to chart, map and compare key health indicators across all 54 African Union member states. All data is taken from officially-recognised international sources.
• CDC Wonder — WONDER online databases utilize a rich ad-hoc query system for the analysis of public health data. Centers for Disease Prevention and Control, Atlanta, USA
• Child Mortality Estimates (CME Infor) — UN Inter-agency Group for Child Mortality Estimation – UNICEF, WHO, UN Population Division and The World Bank
• Maternal Mortality Estimates (MME Info) — UN Inter-agency Group for maternal mortality Estimation – UNICEF, WHO, UNFPA and The World Bank
• Globla Database on Child Growth and Malnutrition – WHO
• UNICEF-WHO-WB Join Malnutrition Estimates: Levels and trends – WHO (+ Dashboards, links to Tableau datavizzes from The World Bank)

Zika/Microcephaly/Guilan Barre 2015-2016

• CDC Epidemic Prediction Initiative – Github data repository
• EOC Epidemiologic Report, Surveillance of Microcephaly – MoH Brazil
• Epidemiologic Bulletin – INS Colombia
• Epidemiologic Bulletin – MoH El Salvador
• Zika virus disease in the US 2015-2016 CDC US

Ebola virus outbreak in West Africa 2014 Data

• WHO Ebola Situation Report: Ebola response roadmap and Ebola vorus disease: Disease outbreak news (DON)
• WHO Ebola virus disease web portal
• PAHO Ebola virus disease resources
• Caitlin Rivers’ github « Data for the 2014 Ebola outbreak in West Africa« 
• Informatics Resources for Ebola Response – Network Dynamics and Simulation Science Laboratory, Virginia Bioinformatics Institute, VirginiaTech.
• West Africa Ebola Outbreak page at Humanitarian Data Exchange (HDX) site. Includes datasets and visualizations

Dataviz links

• How the Ebola outbreak spreads across West Africa. Simon Johnson
• Ebola 3W dashboard (Who, What, Where). Simon Johnson
• Week by week spread of Ebola. Simon Johnson

Journalism

• Ebola Facts: Where Are the Most New Cases Being Reported The New York Times

Middle East Respiratory Syndrome (MERS)

• MERS cases data at individual level by FluTrackers

General Data

• World Bank Open Data  – The World Bank’s Open Data initiative is intended to provide all users with access to World Bank data.
• World Bank Data Catalog – The World Bank’s Open Data initiative is intended to provide all users with access to World Bank data. The data catalog is a listing of available World Bank datasets, including databases, pre-formatted tables, reports, and other resources.
• World Bank country classifications page – Country classification table
• World Bank, World Development Indicators – The primary World Bank collection of development indicators, compiled from officially-recognized international sources. It presents the most current and accurate global development data available, and includes national, regional and global estimates.
• World Bank – All the Ginis Datasets – by Branko L. Milanovic, Research at the World Bank
• Open Data for Africa – African Development Bank
• World Population Prospects – UN Department of Economic and Social Affairs, Population Division, Population Estimates and Projections Section
• US Census Bureau Internation Program database
• Global Peace Index – Institute for Economics and Peace
• Urban Observatory – provides access to rich datasets for cities around the world that let you simultaneously view answers to the most important questions impacting today’s global cities
• NCSES Data – National Science Foundation
• Multidimensional Poverty Index – (MPI data) | Oxford Poverty and Human Development Initiative
• Social Progress Index – Sicial Progress Imperative
• Environmental Performance Index (EPI) – Yale University. The EPI ranks countries’ performance on high-priority environmental issues in two areas: protection of human health and protection of ecosystems.
• Population Reference Bureau (PRB.org) –  The PRB informs people about population, health, and the environment, and empowers them to use that information to advance the well-being of current and future generations.
• The World Top Incomes Database. Paris School of Economics.
• Development Data Hub (Methodology and Data Sources) – comprehensive source for financial resource flow data alongside poverty, social and vulnerability indicators.
• Kaggle Datasets – The place on Kaggle to discover and seamlessly analyze publicly available data. Read the Introduction to Kaggel Datasets.
• The World Risk Report – Alliance Development Works
• The Global Slavery Index (GSI) – The GSI is the flagship report produced by the Walk Free Foundation, a global organisation dedicated to ending modern slavery.
• Data Is Plural – Structured Archive – This spreadsheet tracks the items (datasets) published in Data Is Plural, a weekly newsletter highlighting useful and curious datasets.
• ACLED Conflict Data for Africa (Realtime – 2016) – HDX

Data Catalogs and Repositories

• Catalogs that link to catalogs and repositories
  • UN Data – a World of information. Data catalog and repository from United Nation Agencies
  • Open Government Data Dashboard
  • Datacatalogs.org – list of open data catalogs
  • List of Open Data sites by Data.gov
  • Datacite’s list of repositories – crowd-sourced list of data repositories, not all cover health
  • Open Data Census – details on the availability of key data by country
  • World Map of Open Government Data Initiatives

• Global Health Data Exchange (GHDx) – data catalogue from the institute of Health Metrics and Evaluation, a comprehensive catalog of health-related data
• International Household Survey Network – catalog of household surveys
• Integrated Public Use Microdata Series International (IPUMS-I) – access to the most comprehensive collection of microdata samples from national censuses
• Integrated Public Use Microdata Series USA (IPUMS-USA) – access to US Census microdata
• Simple Online Data Archive for Population Studies (SodaPop) – catalog and repository for population and social study data
• Sage Bionetworks Repository – repository of genotype, phenotype, and other molecular data
• Socrata Open Data – data shared by the many Socrata open data customers and other users

Awesome Public Data sets – Github, posted by Xiaming 

National data and open data sites

Open Government Data Toolkit | The World Bank

A Comprehensive List of 1600+ Open Data Portals Around the World –

• Australia – Open Data Portal data,gov.au | Australian Government
• Australia – Open data from organizations in Australia
• Brazil – DATASUS (Health Data)
• Brazil – IBGE
• France – data.gouv.fr
• Canada – Open Data
• Canada – Canadian Institute for Health Information. International Comparisons: Focus on Quality of Care (see data visualization, indicators and methods)
• Kenya – Kenya Open Data
• Mexico – Mexican Health and Aging Study (MHAS)
• Mexico – Atlas of Governance and Public Health in Mexico, University of California San Diego (UCSD)
• National Statistics Offices: see list of websites by the UN
• United Kingdom – Opening up Government | data.gov.uk
• United Kingdom – Office of the national Statistics | Interactive content
• United Kingdom – Public Health England – Obesity Data and Tools
• USA – U.S. Census Bureau.
• USA – Census Reporter – Census Reporter helps journalists navigate and understand information from the U.S. Census bureau.
• USA – HealthData.gov, Data.gov
• USA – Health Indicators Warehouse
• USA – CDC has 86 data sets catalogued within HealthData.gov (Health Surveillance)
• USA – CDC WONDER – Online Tuberculosis Information System (OTIS) data
• USA – NIH, National Cancer Institute (NCI) Map Stories –  map stories (and Cancer data) by the NCI
• USA – County Health Ranking Data
• USA – California Department of Public Health CDPH Open Data Portal
• USA – Project TYCHO: Data for Health, University of Pittsburgh
• USA – USDA ERS – Food Environment Atlas
• USA – US Department of Labor (USDL) Data
• USA – USDL Sweat & Toil: Child Labor, Forced Labor, and Human Trafficking Around the World
• USA – USGS Erathquake spreadsheet Icsv) data
• USA – National Center for Health Statistics
• USA – Mortality Data – Vital Statistics NCHS’ Multiple Causes of Death Data, 1959-2012 | The National Bureau of Economic Research
• USA – The state of US health, 1990-2010: burden of diseases, injuries, and risk factors. IHME 2013 (County level data and visualization)
• USA – County Health Ranking and Roadmaps.
• USA – Equality of Opportunity Project:  deep analysis of inequality & poverty in the US. Includes papers, slide decks, videos and data.
• USA – Medicare Provider Utilization and Payment Data: Physician and Other Supplier | Centers for Medicare and Medicaid Services. See this article on The Wall Street Journal
• USA – openFDA Open Data Initiative from Food and Drug Administration (FDA)
• USA – Health Data All Stars – Health Data Consortium – a directory of 50 prominent domestic resources for health data at the federal, state and local levels.
• USA – National Historical Geographic Information System (NHGIS) – provides, free of charge, aggregate census data and GIS-compatible boundary files for the United States between 1790 and 2012.
• USA – Open data Portal for the City of Detroit, MI
• USA – Diversity Data: data for diverse and equitable metropolitan areas. The Heller School for Social Policy and Management
• USA – NHTSA Fatality Analysis report System (FARS). FARS is a nationwide census providing NHTSA, Congress and the American public yearly data regarding fatal injuries suffered in motor vehicle traffic crashes.
• USA – Gun sales (packagge gunsales), based on NYTimes/Gunsales
• USA – Datausa.io The most comprehensive visualization of US public data.
• USA – The Health Inequality Project – Download Data – The Health Inequality Project measures differences in life expectancy by income across areas and identify strategies to improve health outcomes for low-income Americans.

Web Map Services

• Demis WMS – OpenGIS WMS Protocol. For more infor go to demis.nl
• Alternative Background Maps (+ tms files for OpenStreetMap and USGS) – by Allan Walker | Tableau Community
• Alternative basemaps for Tableau – Allan Walker
• Using custom tms files for Stamen and OpenStreetMap – by Allan Walker | They Walked Tigether
• ESRI Basempas available for Tableau (+ tms files) – by Allan Walker | They Walked Together
• OpenStreetMap – Open Geospatial Consortium Web Service
• USGS – Cumulus Portal for Geospatial Data | Online mapping Services and Data Availability
• National Atlas Web Map Services – NationalAtlas.gov
• GeoServer – Available WMS and WFS servers – Collection of WMS and WFS servers curated by GeoServer
• NASA Blue Marble JPL WMS (OnEarth WMS Capacities response) [not working]
• WMS – UK geological datasets
• How to Use ArcGIS Data, Features and Basemap in Tableau – ArcGIS Resources
• Socioeconomic Data and Applications Center (SEDAC) – A Data Center in NASA’s Earth Observing System Data and Information System (EOSDIS) — Hosted by CIESIN at Columbia University
• WMS for the GEBCO global bathymetric grid
• WMS by IOWA State university

CONUS GOES Visible Satellite https://mesonet.agron.iastate.edu/cgi-bin/wms/goes/conus_vis.cgi?
CONUS NEXRAD Base Reflectivity https://mesonet.agron.iastate.edu/cgi-bin/wms/nexrad/n0q.cgi?

GIS Data

• Free GIS Data

Tableau Mapping

• Tableau Mapping BI Tableau Mapping is a central repository of datasets created to make the mapping of your data as easy as possible in Tableau. A repository of Tableau TDE files | The Information Lab
• USA 3 Digits Zip Areas | Tableau mapping, The Information Lab
• Using custom tms files for Stamen and OpenStreetMap – by Allan Walker | They Walked Tigether
• ESRI Basempas available for Tableau (+ tms files) – by Allan Walker | They Walked Together
• Tableau 9.0 – Alternative Basemaps (+ Viz) – by Tableau Zen Master Allan Walker

Economic Data

FRED Add-In for Microsoft® Excel® – The Federal Reserve Bank of St. Louis Economic Data (FRED) Add-In is free software that will significantly reduce the amount of time spent collecting and organizing macroeconomic data.

Natural Science Data

• Ocean Surface Current Analyses – Real Time (OSCAR) | US National Oceanic and Admospheric Administration (NOAH)
• USGS Erathquake spreadsheet (csv) data | US Geological Survey (USGS)
• USGS Volcanoes | US Geological Survey (USGS)
• Global Volcanism Program (GVP) | Smithsonian Institution
• All the World’s Volcano WebCams – Wired April 3, 2015
• USGS HydroSHED | US Geological Survey
• FAO Water Resources: Databases & software | FAO WATER
• Solar Irradiance Data – Solar Radiation and Climate Experiment – JHelioviewer
• NOAA National Hurricane Center Data
• NASA Exoplanet Archive – NASA Exoplanet Science Institute
• Global Forest Watch – Monitoring forest in near real time
• Iowa Environmental Mesonet (IEM) – The Iowa Environmental Mesonet (IEM) collects environmental data from cooperating members with observing networks. The data are stored and made available on this website.
• Met Office Hadley Center observation dataset – HadCRUT4 – HadCRUT4 is a gridded dataset of global historical surface temperature anomalies relative to a 1961-1990 reference period. Data are available for each month since January 1850, on a 5 degree grid. (Data download page)

Flights

• Flightradar24 – Flight-tracking website
• Spies in the Skies (data + code) – Federal surveillance aircraft and analysis oublished in BuzzFeed