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Awesome Public Datasets
=======================
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.. image :: https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg
:alt: Awesome
:target: https://github.com/sindresorhus/awesome
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`This list of public data sources <https://github.com/caesar0301/awesome-public-datasets> `_
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are collected and tidied from blogs, answers, and user reponses.
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Most of the data sets listed below are free, however, some are not.
Other amazingly awesome lists can be found in the
`awesome-awesomeness <https://github.com/bayandin/awesome-awesomeness> `_ and
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`sindresorhus's awesome <https://github.com/sindresorhus/awesome> `_ list.
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* `Visit our Google Group on HQOD <https://groups.google.com/forum/#!forum/awesomepublicdatasets> `_
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Agriculture
------------
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* `U.S. Department of Agriculture's PLANTS Database <http://www.plants.usda.gov/dl_all.html> `_
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Biology
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-------
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* `1000 Genomes <http://www.1000genomes.org/data> `_
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* `American Gut (Microbiome Project) <https://github.com/biocore/American-Gut> `_
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* `Collaborative Research in Computational Neuroscience (CRCNS) <http://crcns.org/data-sets> `_
* `Gene Expression Omnibus (GEO) <http://www.ncbi.nlm.nih.gov/geo/> `_
* `Human Microbiome Project (HMP) <http://www.hmpdacc.org/reference_genomes/reference_genomes.php> `_
* `ICOS PSP Benchmark <http://www.infobiotic.net/PSPbenchmarks/> `_
* `MIT Cancer Genomics Data <http://www.broadinstitute.org/cgi-bin/cancer/datasets.cgi> `_
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* `NIH Microarray data (FTP) <http://bit.do/VVW6> `_
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* `OpenSNP genotypes data <https://opensnp.org/> `_
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* `Pathguid: Protein-Protein Interactions Catalog <http://www.pathguide.org/> `_
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* `Protein Data Bank <http://pdb.org/> `_
* `PubChem Project <https://pubchem.ncbi.nlm.nih.gov/> `_
* `PubGene (now Coremine Medical) <http://www.pubgene.org/> `_
* `Stanford Microarray Data <http://smd.stanford.edu/> `_
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* `The Personal Genome Project <http://www.personalgenomes.org/> `_ or `PGP <https://my.pgp-hms.org/public_genetic_data> `_
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* `UCSC Public Data <http://hgdownload.soe.ucsc.edu/downloads.html> `_
* `UniGene <http://www.ncbi.nlm.nih.gov/unigene> `_
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Climate/Weather
---------------
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* `Australian Weather <http://www.bom.gov.au/climate/dwo/> `_
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* `Brazilian Weather - Historical data (In Portuguese) <http://sinda.crn2.inpe.br/PCD/SITE/novo/site/> `_
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* `Canadian Meteorological Centre <https://weather.gc.ca/grib/index_e.html> `_
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* `Climate Data from UEA (updated monthly) <http://www.cru.uea.ac.uk/cru/data/temperature/#datter and ftp://ftp.cmdl.noaa.gov/> `_
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* `Global Climate Data Since 1929 <http://www.tutiempo.net/en/Climate> `_
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* `NASA Global Imagery Browse Services <https://wiki.earthdata.nasa.gov/display/GIBS> `_
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* `NOAA Bering Sea Climate <http://www.beringclimate.noaa.gov/> `_
* `NOAA Climate Datasets <http://ncdc.noaa.gov/data-access/quick-links> `_
* `NOAA Realtime Weather Models <http://www.ncdc.noaa.gov/data-access/model-data/model-datasets/numerical-weather-prediction> `_
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* `The World Bank Open Data Resources for Climate Change <http://data.worldbank.org/developers/climate-data-api> `_
* `UEA Climatic Research Unit <http://www.cru.uea.ac.uk/data> `_
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* `WU Historical Weather Worldwide <http://www.wunderground.com/history/index.html> `_
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Complex Networks
----------------
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* `CrossRef DOI URLs <https://archive.org/details/doi-urls> `_
* `DBLP Citation dataset <https://kdl.cs.umass.edu/display/public/DBLP> `_
* `NBER Patent Citations <http://nber.org/patents/> `_
* `NIST complex networks data collection <http://math.nist.gov/~RPozo/complex_datasets.html> `_
* `Protein-protein interaction network <http://vlado.fmf.uni-lj.si/pub/networks/data/bio/Yeast/Yeast.htm> `_
* `PyPI and Maven Dependency Network <http://ogirardot.wordpress.com/2013/01/31/sharing-pypimaven-dependency-data/> `_
* `Scopus Citation Database <http://www.elsevier.com/online-tools/scopus> `_
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* `Small Network Data <http://www-personal.umich.edu/~mejn/netdata/> `_
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* `Stanford GraphBase (Steven Skiena) <http://www3.cs.stonybrook.edu/~algorith/implement/graphbase/implement.shtml> `_
* `Stanford Large Network Dataset Collection <http://snap.stanford.edu/data/> `_
* `The Koblenz Network Collection <http://konect.uni-koblenz.de/> `_
* `The Laboratory for Web Algorithmics (UNIMI) <http://law.di.unimi.it/datasets.php> `_
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* `The Nexus Network Repository <http://nexus.igraph.org/> `_
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* `UCI Network Data Repository <http://networkdata.ics.uci.edu/resources.php> `_
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* `UCI Network Data Repository <https://networkdata.ics.uci.edu/resources.php> `_
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* `UFL sparse matrix collection <http://www.cise.ufl.edu/research/sparse/matrices/> `_
* `WSU Graph Database <http://www.eecs.wsu.edu/mgd/gdb.html> `_
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Computer Networks
-----------------
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* `3.5B Web Pages from CommonCraw 2012 <http://www.bigdatanews.com/profiles/blogs/big-data-set-3-5-billion-web-pages-made-available-for-all-of-us> `_
* `53.5B Web clicks of 100K users in Indiana Univ. <http://cnets.indiana.edu/groups/nan/webtraffic/click-dataset> `_
* `CAIDA Internet Datasets <http://www.caida.org/data/overview/> `_
* `ClueWeb09 - 1B web pages <http://lemurproject.org/clueweb09/> `_
* `ClueWeb12 - 733M web pages <http://lemurproject.org/clueweb12/> `_
* `CommonCrawl Web Data over 7 years <http://commoncrawl.org/the-data/get-started/> `_
* `CRAWDAD Wireless datasets from Dartmouth Univ. <http://crawdad.cs.dartmouth.edu/> `_
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* `Criteo click-through data <http://labs.criteo.com/2015/03/criteo-releses-its-new-dataset/> `_
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* `Open Mobile Data by MobiPerf <https://console.developers.google.com/storage/openmobiledata_public/> `_
* `UCSD Network Telescope, IPv4 /8 net <http://www.caida.org/projects/network_telescope/> `_
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Data Challenges
---------------
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* `Challenges in Machine Learning <http://www.chalearn.org/> `_
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* `D4D Challenge of Orange <http://www.d4d.orange.com/en/home> `_
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* `CrowdANALYTIX dataX <https://www.crowdanalytix.com/datax> `_
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* `DrivenData Competitions for Social Good <http://www.drivendata.org/> `_
* `ICWSM Data Challenge (since 2009) <http://icwsm.cs.umbc.edu/> `_
* `Kaggle Competition Data <http://www.kaggle.com/> `_
* `KDD Cup by Tencent 2012 <https://www.kddcup2012.org/> `_
* `Localytics Data Visualization Challenge <https://github.com/localytics/data-viz-challenge> `_
* `Netflix Prize <http://www.netflixprize.com/leaderboard> `_
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* `Space Apps Challenge <https://www.spaceappschallenge.org> `_
* `Telecom Italia Big Data Challenge <https://dandelion.eu/datamine/open-big-data/> `_
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* `Yelp Dataset Challenge <http://www.yelp.com/dataset_challenge> `_
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Economics
---------
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* `American Economic Ass (AEA) <http://www.aeaweb.org/RFE/toc.php?show=complete> `_
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* `EconData from UMD <http://inforumweb.umd.edu/econdata/econdata.html> `_
* `Internet Product Code Database <http://www.upcdatabase.com/> `_
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Energy
------
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* `AMPds <http://ampds.org/> `_
* `BLUEd <http://nilm.cmubi.org/> `_
* `COMBED <http://combed.github.io/> `_
* `Dataport <https://dataport.pecanstreet.org/> `_
* `ECO <http://www.vs.inf.ethz.ch/res/show.html?what=eco-data> `_
* `EIA <http://www.eia.gov/electricity/data/eia923/> `_
* `HFED <http://hfed.github.io/> `_
* `iAWE <http://iawe.github.io/> `_
* `Plaid <http://plaidplug.com/> `_
* `REDD <http://redd.csail.mit.edu/> `_
* `UK-Dale <http://www.doc.ic.ac.uk/~dk3810/data/> `_
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Finance
-------
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* `CBOE Futures Exchange <http://cfe.cboe.com/Data/> `_
* `Google Finance <https://www.google.com/finance> `_
* `Google Trends <http://www.google.com/trends?q=google&ctab=0&geo=all&date=all&sort=0> `_
* `NASDAQ <https://data.nasdaq.com/> `_
* `OANDA <http://www.oanda.com/> `_
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* `OSU Financial data <http://fisher.osu.edu/fin/fdf/osudata.htm> `_
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* `Quandl <http://www.quandl.com/> `_
* `St Louis Federal <http://research.stlouisfed.org/fred2/> `_
* `Yahoo Finance <http://finance.yahoo.com/> `_
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Geology
-------
* `USGS Earthquake Archives <http://earthquake.usgs.gov/earthquakes/search/> `_
* `Smithsonian Institution Global Volcano and Eruption Database <http://www.volcano.si.edu> `_
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GeoSpace/GIS
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------------
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* `BODC - marine data of ~22K vars <http://www.bodc.ac.uk/data/where_to_find_data/> `_
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* `Cambridge, MA, US, GIS data on GitHub <http://cambridgegis.github.io/gisdata.html> `_
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* `EOSDIS - NASA's earth observing system data <http://sedac.ciesin.columbia.edu/data/sets/browse> `_
* `Factual Global Location Data <http://www.factual.com/> `_
* `Geo Spatial Data from ASU <http://geodacenter.asu.edu/datalist/> `_
* `GeoNames Worldwide <http://www.geonames.org/> `_
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* `Global Administrative Areas Database (GADM) <http://www.gadm.org/> `_
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* `Landsat 8 on AWS <https://aws.amazon.com/public-data-sets/landsat/> `_
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* `Natural Earth - vectors and rasters of the world <http://www.naturalearthdata.com/> `_
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* `OpenStreetMap (OSM) <http://wiki.openstreetmap.org/wiki/Downloading_data> `_
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* `TIGER/Line - U.S. boundaries and roads <http://www.census.gov/geo/maps-data/data/tiger-line.html> `_
* `TwoFishes - Foursquare's coarse geocoder <https://github.com/foursquare/twofishes> `_
* `TZ Timezones shapfiles <http://efele.net/maps/tz/world/> `_
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* `World countries in multiple formats <https://github.com/mledoze/countries> `_
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* `List of all countries in all languages <https://github.com/umpirsky/country-list> `_
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* `OpenAddresses <http://openaddresses.io/> `_
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Government
----------
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* `Antwerp, Belgium <http://opendata.antwerpen.be/datasets> `_
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* `Austin, TX, US <https://data.austintexas.gov/> `_
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* `Australia (abs.gov.au) <http://www.abs.gov.au/AUSSTATS/abs@.nsf/DetailsPage/3301.02009?OpenDocument> `_
* `Australia (data.gov.au) <https://data.gov.au/> `_
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* `Austria (data.gv.at) <https://www.data.gv.at/> `_
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* `Belgium <http://data.gov.be/nl/datasets> `_
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* `Brazil <http://dados.gov.br/dataset> `_
* `Cambridge, MA, US <https://data.cambridgema.gov/> `_
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* `Canada <http://www.data.gc.ca/default.asp?lang=En&n=5BCD274E-1> `_
* `Chicago <https://data.cityofchicago.org/> `_
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* `Dallas Open Data <https://www.dallasopendata.com/> `_
* `Denver Open Data <http://data.denvergov.org//> `_
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* `Durham, NC Open Data <https://opendurham.nc.gov/explore/> `_
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* `England LGInform <http://lginform.local.gov.uk/> `_
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* `EuroStat <http://ec.europa.eu/eurostat/data/database> `_
* `FedStats <http://www.fedstats.gov/cgi-bin/A2Z.cgi> `_
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* `Finland <https://www.opendata.fi/en> `_
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* `France <https://www.data.gouv.fr/en/datasets/> `_
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* `Germany <https://www-genesis.destatis.de/genesis/online> `_
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* `Ghent, Belgium <https://data.stad.gent/datasets> `_
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* `Glasgow, Scotland, UK <http://data.glasgow.gov.uk/> `_
* `Guardian world governments <http://www.guardian.co.uk/world-government-data> `_
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* `Houston Open Data <http://data.ohouston.org> `_
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* `Indian Government Data <http://www.data.gov.in> `_
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* `Indonesian Data Portal <http://data.go.id/> `_
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* `London Datastore, UK <http://data.london.gov.uk/dataset> `_
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* `Los Angeles Open Data <https://data.lacity.org/> `_
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* `MassGIS, Massachusetts, U.S. <http://www.mass.gov/anf/research-and-tech/it-serv-and-support/application-serv/office-of-geographic-information-massgis/> `_
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* `Mexico <http://catalogo.datos.gob.mx/dataset> `_
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* `Netherlands <https://data.overheid.nl/> `_
* `New Zealand <http://www.stats.govt.nz/browse_for_stats.aspx> `_
* `NYC betanyc <http://betanyc.us/> `_
* `NYC Open Data <http://nycplatform.socrata.com/> `_
* `OECD <http://www.oecd.org/document/0,3746,en_2649_201185_46462759_1_1_1_1,00.html> `_
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* `Oklahoma <https://data.ok.gov/> `_
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* `Open Government Data (OGD) Platform India <http://www.data.gov.in/> `_
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* `Rio de Janeiro, Brazil <http://data.rio.rj.gov.br/> `_
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* `Romania <http://data.gov.ro/> `_
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* `San Francisco Data sets <http://datasf.org/> `_
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* `Seattle <https://data.seattle.gov/> `_
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* `Singapore Government Data <http://www.data.gov.sg/> `_
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* `South Africa <http://beta2.statssa.gov.za/> `_
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* `Switzerland <http://www.opendata.admin.ch/> `_
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* `The World Bank <http://wdronline.worldbank.org/> `_
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* `Texas Open Data <https://data.texas.gov/> `_
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* `Puerto Rico Government <https://data.pr.gov//> `_
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* `U.K. Government Data <http://data.gov.uk/data> `_
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* `Uruguay <https://catalogodatos.gub.uy/> `_
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* `U.S. American Community Survey <http://www.census.gov/acs/www/data_documentation/data_release_info/> `_
* `U.S. CDC Public Health datasets <http://www.cdc.gov/nchs/data_access/ftp_data.htm> `_
* `U.S. Census Bureau <http://www.census.gov/data.html> `_
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* `U.S. National Center for Education Statistics (NCES) <http://nces.ed.gov/> `_
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* `U.S. Department of Housing and Urban Development (HUD) <http://www.huduser.org/portal/datasets/pdrdatas.html> `_
* `U.S. Federal Government Agencies <http://www.data.gov/metric> `_
* `U.S. Federal Government Data Catalog <http://catalog.data.gov/dataset> `_
* `U.S. Food and Drug Administration (FDA) <https://open.fda.gov/index.html> `_
* `U.S. Open Government <http://www.data.gov/open-gov/> `_
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* `UK 2011 Census Open Atlas Project <http://www.alex-singleton.com/r/2013/02/05/2011-census-open-atlas-project/> `_
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* `United Nations <http://data.un.org/> `_
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* `Vancouver, BC Open Data Catalog <http://data.vancouver.ca/datacatalogue/> `_
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Healthcare
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----------
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* `EHDP Large Health Data Sets <http://www.ehdp.com/vitalnet/datasets.htm> `_
* `Gapminder World, demographic databases <http://www.gapminder.org/data/> `_
* `Medicare Coverage Database (MCD), U.S. <http://www.cms.gov/medicare-coverage-database/> `_
* `Medicare Data Engine of medicare.gov Data <https://data.medicare.gov/> `_
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* `Medicare Data File <http://go.cms.gov/19xxPN4> `_
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* `Number of Ebola Cases and Deaths in Affected Countries (2014) <https://data.hdx.rwlabs.org/dataset/ebola-cases-2014> `_
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Image Processing
----------------
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* `10k US Adult Faces Database <http://wilmabainbridge.com/facememorability2.html> `_
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* `2GB of Photos of Cats (Original down - 20Agst2015) <http://137.189.35.203/WebUI/CatDatabase/catData.html> `_ or `Archive version <https://web.archive.org/web/20150520175645/http://137.189.35.203/WebUI/CatDatabase/catData.html> `_
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* `Stanford Dogs Dataset <http://vision.stanford.edu/aditya86/ImageNetDogs/> `_
* `The Oxford-IIIT Pet Dataset <http://www.robots.ox.ac.uk/~vgg/data/pets/> `_
* `Animals with attributes <http://attributes.kyb.tuebingen.mpg.de/> `_
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* `Affective Image Classification <http://www.imageemotion.org/> `_
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* `Face Recognition Benchmark <http://www.face-rec.org/databases/> `_
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* `ImageNet (in WordNet hierarchy) <http://www.image-net.org/> `_
* `International Affective Picture System, UFL <http://csea.phhp.ufl.edu/media/iapsmessage.html> `_
* `Massive Visual Memory Stimuli, MIT <http://cvcl.mit.edu/MM/stimuli.html> `_
* `SUN database, MIT <http://groups.csail.mit.edu/vision/SUN/hierarchy.html> `_
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* `YouTube Faces Database <http://www.cs.tau.ac.il/~wolf/ytfaces/> `_
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* `Indoor Scene Recognition <http://web.mit.edu/torralba/www/indoor.html> `_
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Machine Learning
----------------
2015-01-31 17:18:37 +08:00
* `Delve Datasets for classification and regression (Univ. of Toronto) <http://www.cs.toronto.edu/~delve/data/datasets.html> `_
* `Discogs Monthly Data <http://www.discogs.com/data/> `_
* `eBay Online Auctions (2012) <http://www.modelingonlineauctions.com/datasets> `_
* `IMDb Database <http://www.imdb.com/interfaces> `_
* `Keel Repository for classification, regression and time series <http://sci2s.ugr.es/keel/datasets.php> `_
* `Lending Club Loan Data <https://www.lendingclub.com/info/download-data.action> `_
* `Machine Learning Data Set Repository <http://mldata.org/> `_
* `Million Song Dataset <http://labrosa.ee.columbia.edu/millionsong/> `_
* `More Song Datasets <http://labrosa.ee.columbia.edu/millionsong/pages/additional-datasets> `_
* `MovieLens Data Sets <http://grouplens.org/datasets/movielens/> `_
2015-01-11 13:05:53 +08:00
* `RDataMining - "R and Data Mining" ebook data <http://www.rdatamining.com/data> `_
2015-01-31 17:18:37 +08:00
* `Registered Meteorites on Earth <http://www.analyticbridge.com/profiles/blogs/registered-meteorites-that-has-impacted-on-earth-visualized> `_
* `Restaurants Health Score Data in San Francisco <http://missionlocal.org/san-francisco-restaurant-health-inspections/> `_
* `UCI Machine Learning Repository <http://archive.ics.uci.edu/ml/> `_
* `Yahoo! Ratings and Classification Data <http://webscope.sandbox.yahoo.com/catalog.php?datatype=r> `_
2014-11-21 17:10:09 +08:00
2014-12-26 22:12:33 +08:00
Museums
-------
2014-12-27 00:27:06 +08:00
* `Cooper-Hewitt's Collection Database <https://github.com/cooperhewitt/collection> `_
* `Minneapolis Institute of Arts metadata <https://github.com/artsmia/collection> `_
* `Tate Collection metadata <https://github.com/tategallery/collection> `_
* `The Getty vocabularies <http://vocab.getty.edu> `_
2015-04-22 18:04:47 +08:00
* `Rijksmuseum Historical Art Collection <https://www.rijksmuseum.nl/en/api> `_
2014-12-26 22:12:33 +08:00
2014-11-21 17:10:09 +08:00
Natural Language
----------------
2015-02-26 11:56:02 +08:00
* `Blogger Corpus <http://u.cs.biu.ac.il/~koppel/BlogCorpus.htm> `_
2015-01-31 17:18:37 +08:00
* `ClueWeb09 FACC <http://lemurproject.org/clueweb09/FACC1/> `_
* `ClueWeb12 FACC <http://lemurproject.org/clueweb12/FACC1/> `_
2015-01-31 17:21:26 +08:00
* `DBpedia - 4.58M things with 583M facts <http://wiki.dbpedia.org/Datasets> `_
2015-01-31 17:18:37 +08:00
* `Flickr Personal Taxonomies <http://www.isi.edu/~lerman/downloads/flickr/flickr_taxonomies.html> `_
* `Google Books Ngrams (2.2TB) <http://aws.amazon.com/datasets/8172056142375670> `_
* `Google Web 5gram (1TB, 2006) <https://catalog.ldc.upenn.edu/LDC2006T13> `_
* `Gutenberg eBooks List <http://www.gutenberg.org/wiki/Gutenberg:Offline_Catalogs> `_
* `Hansards text chunks of Canadian Parliament <http://www.isi.edu/natural-language/download/hansard/> `_
* `Machine Translation of European languages <http://statmt.org/wmt11/translation-task.html#download> `_
* `SMS Spam Collection in English <http://www.dt.fee.unicamp.br/~tiago/smsspamcollection/> `_
2015-08-12 00:18:56 +08:00
* `SaudiNewsNet Collection of Saudi Newspaper Articles (Arabic, 30K articles) <https://github.com/ParallelMazen/SaudiNewsNet> `_
2015-01-31 17:18:37 +08:00
* `USENET postings corpus of 2005~2011 <http://www.psych.ualberta.ca/~westburylab/downloads/usenetcorpus.download.html> `_
* `Wikidata - Wikipedia databases <https://www.wikidata.org/wiki/Wikidata:Database_download> `_
* `Wikipedia Links data - 40 Million Entities in Context <https://code.google.com/p/wiki-links/downloads/list> `_
* `WordNet databases and tools <http://wordnet.princeton.edu/wordnet/download/> `_
2014-11-21 17:10:09 +08:00
2014-12-26 22:12:33 +08:00
Physics
-------
2014-11-21 17:10:09 +08:00
2015-01-31 17:18:37 +08:00
* `CERN Open Data Portal <http://opendata.cern.ch/> `_
* `NSSDC (NASA) data of 550 space spacecraft <http://nssdc.gsfc.nasa.gov/nssdc/obtaining_data.html> `_
2015-04-30 04:09:15 +08:00
* `NASA Exoplanet Archive <http://exoplanetarchive.ipac.caltech.edu/> `_
2015-05-29 00:01:26 +08:00
* `Sloan Digital Sky Survey (SDSS) - Mapping the Universe <http://www.sdss.org/> `_
2014-11-21 17:10:09 +08:00
2015-05-20 06:27:51 +08:00
Psychology/Cognition
--------------
2015-05-21 06:14:15 +08:00
* `OSU Cognitive Modeling Repository Datasets <http://www.cmr.osu.edu/browse/datasets> `_
2015-05-20 06:27:51 +08:00
2014-11-21 17:10:09 +08:00
2014-12-26 22:12:33 +08:00
Public Domains
--------------
2014-12-27 00:27:06 +08:00
* `Amazon <http://aws.amazon.com/datasets> `_
* `Archive.org Datasets <https://archive.org/details/datasets> `_
* `CMU JASA data archive <http://lib.stat.cmu.edu/jasadata/> `_
* `CMU StatLab collections <http://lib.stat.cmu.edu/datasets/> `_
* `Data360 <http://www.data360.org/index.aspx> `_
* `Datamob.org <http://datamob.org/datasets> `_
* `Google <http://www.google.com/publicdata/directory> `_
* `Infochimps <http://www.infochimps.com/> `_
* `KDNuggets Data Collections <http://www.kdnuggets.com/datasets/index.html> `_
2015-04-27 03:15:39 +08:00
* `Microsoft Azure Data Market Free DataSets <http://datamarket.azure.com/browse/data?price=free> `_
2014-12-27 00:27:06 +08:00
* `Numbray <http://numbrary.com/> `_
* `Reddit Datasets <http://www.reddit.com/r/datasets> `_
* `RevolutionAnalytics Collection <http://www.revolutionanalytics.com/subscriptions/datasets/> `_
* `Sample R data sets <http://stat.ethz.ch/R-manual/R-patched/library/datasets/html/00Index.html> `_
* `Stats4Stem R data sets <http://www.stats4stem.org/data-sets.html> `_
* `StatSci.org <http://www.statsci.org/datasets.html> `_
* `The Washington Post List <http://www.washingtonpost.com/wp-srv/metro/data/datapost.html> `_
* `UCLA SOCR data collection <http://wiki.stat.ucla.edu/socr/index.php/SOCR_Data> `_
* `UFO Reports <http://www.nuforc.org/webreports.html> `_
* `Wikileaks 911 pager intercepts <http://911.wikileaks.org/files/index.html> `_
* `Yahoo Webscope <http://webscope.sandbox.yahoo.com/catalog.php> `_
2014-11-21 17:10:09 +08:00
2014-12-26 22:12:33 +08:00
Search Engines
--------------
2015-01-31 17:18:37 +08:00
* `Academic Torrents of data sharing from UMB <http://academictorrents.com/> `_
* `Archive-it from Internet Archive <https://www.archive-it.org/explore?show=Collections> `_
* `Datahub.io <http://datahub.io/dataset> `_
2015-01-06 16:17:58 +08:00
* `DataMarket (Qlik) <https://datamarket.com/data/list/?q=all> `_
2015-01-31 17:18:37 +08:00
* `Freebase.com of people, places, and things <http://www.freebase.com/> `_
* `Harvard Dataverse Network of scientific data <http://thedata.harvard.edu/dvn/> `_
* `ICPSR (UMICH) <http://www.icpsr.umich.edu/icpsrweb/ICPSR/index.jsp> `_
2015-02-05 10:27:24 +08:00
* `Open Data Certificates (beta) <https://certificates.theodi.org/datasets> `_
2015-01-31 17:18:37 +08:00
* `Statista.com - statistics and Studies <http://www.statista.com/> `_
2014-11-21 17:10:09 +08:00
2015-08-16 11:38:59 +08:00
Social Networks
---------------
2015-08-16 11:41:36 +08:00
* `72 hours #gamergate scrape <http://waxy.org/random/misc/gamergate_tweets.csv> `_
* `Cheng-Caverlee-Lee September 2009 - January 2010 Twitter Scrape <http://www.archive.org/details/twitter_cikm_2010> `_
* `May 2011 Calufa Twitter Scrape <http://www.archive.org/details/2011-05-calufa-twitter-sql> `_
* `Network Twitter Data <http://snap.stanford.edu/data/higgs-twitter.html> `_
* `Social Twitter Data <http://snap.stanford.edu/data/egonets-Twitter.html> `_
* `Twitter Data for Sentiment Analysis <http://help.sentiment140.com/for-students/> `_
2014-11-21 17:10:09 +08:00
Social Sciences
---------------
2015-01-31 17:18:37 +08:00
* `Ancestry.com Forum Dataset over 10 years <http://www.cs.cmu.edu/~jelsas/data/ancestry.com/> `_
* `CMU Enron Email of 150 users <http://www.cs.cmu.edu/~enron/> `_
2015-04-22 02:03:36 +08:00
* `EDRM Enron EMail of 151 users, hosted on S3 <https://aws.amazon.com/datasets/917205> `_
2015-01-31 17:18:37 +08:00
* `Facebook Data Scrape (2005) <https://archive.org/details/oxford-2005-facebook-matrix> `_
2015-01-06 14:18:24 +08:00
* `Facebook Social Networks from LAW (since 2007) <http://law.di.unimi.it/datasets.php> `_
2015-08-03 10:44:30 +08:00
* `FBI Hate Crime 2013 - aggregated data <https://github.com/emorisse/FBI-Hate-Crime-Statistics/tree/master/2013> `_
2015-01-31 17:18:37 +08:00
* `Foursquare Social Network in 2010, 2011 <http://www.public.asu.edu/~hgao16/dataset.html> `_
* `Foursquare from UMN/Sarwat (2013) <https://archive.org/details/201309_foursquare_dataset_umn> `_
* `General Social Survey (GSS) since 1972 <http://www3.norc.org/GSS+Website/> `_
* `GetGlue - users rating TV shows <http://bit.ly/1aL8XS0> `_
* `GitHub Collaboration Archive <http://www.githubarchive.org/> `_
2015-04-01 12:56:22 +08:00
* `MIT Reality Mining Dataset <http://realitycommons.media.mit.edu/realitymining.html> `_
2015-01-31 17:18:37 +08:00
* `Mobile Social Networks from UMASS <https://kdl.cs.umass.edu/display/public/Mobile+Social+Networks> `_
* `PewResearch Internet Survey Project <http://www.pewinternet.org/datasets/pages/2/> `_
2015-07-14 17:44:44 +08:00
* `Reddit Comments <https://www.reddit.com/r/datasets/comments/3bxlg7/i_have_every_publicly_available_reddit_comment/> `_
2015-01-31 17:18:37 +08:00
* `SourceForge.net Research Data <http://www.nd.edu/~oss/Data/data.html> `_
* `StackExchange Data Explorer <http://data.stackexchange.com/help> `_
2015-04-28 09:54:10 +08:00
* `Titanic Survival Data Set <https://github.com/caesar0301/awesome-public-datasets/tree/master/Datasets> `_
2015-08-16 10:26:04 +08:00
* `Texas Inmates Executed Since 1984 <http://www.tdcj.state.tx.us/death_row/dr_executed_offenders.html> `_
2015-01-31 17:18:37 +08:00
* `Twitter Graph of entire Twitter site <http://an.kaist.ac.kr/traces/WWW2010.html> `_
* `UCB's Archive of Social Science Data (D-Lab) <http://ucdata.berkeley.edu/> `_
* `UCLA Social Sciences Data Archive <http://dataarchives.ss.ucla.edu/Home.DataPortals.htm> `_
* `UNIMI/LAW Social Network Datasets <http://law.di.unimi.it/datasets.php> `_
* `Universities Worldwide <http://univ.cc/> `_
* `UPJOHN for Labor Employment Research <http://www.upjohn.org/erdc/erdc.html> `_
* `Yahoo! Graph and Social Data <http://webscope.sandbox.yahoo.com/catalog.php?datatype=g> `_
* `Youtube Video Social Graph in 2007,2008 <http://netsg.cs.sfu.ca/youtubedata/> `_
2015-03-06 17:26:38 +08:00
* `Google Scholar citation relations <http://www3.cs.stonybrook.edu/~leman/data/gscholar.db> `_
* `Political Polarity Data <http://www3.cs.stonybrook.edu/~leman/data/14-icwsm-political-polarity-data.zip> `_
2015-08-01 08:44:25 +08:00
* `GDELT Global Events Database <http://gdeltproject.org/data.html> `_
2015-08-31 12:25:24 +08:00
* `Skytrax' Air Travel Reviews Dataset <https://github.com/quankiquanki/skytrax-reviews-dataset> `_
2014-11-21 17:10:09 +08:00
2014-12-26 22:12:33 +08:00
Sports
------
2014-12-08 17:42:02 +08:00
2015-01-31 17:18:37 +08:00
* `Betfair Historical Exchange Data <http://data.betfair.com/> `_
2015-04-20 21:44:27 +08:00
* `Cricsheet Matches (cricket) <http://cricsheet.org/> `_
2015-01-31 17:18:37 +08:00
* `Ergast Formula 1, from 1950 up to date (API) <http://ergast.com/mrd/db> `_
2015-09-01 23:03:19 +08:00
* `Football/Soccer resources (data and APIs) <http://www.jokecamp.com/blog/guide-to-football-and-soccer-data-and-apis/> `_
2015-01-31 17:18:37 +08:00
* `Lahman's Baseball Database <http://www.seanlahman.com/baseball-archive/statistics/> `_
* `Retrosheet Baseball Statistics <http://www.retrosheet.org/game.htm> `_
2014-12-17 04:00:23 +08:00
2014-12-26 22:12:33 +08:00
Time Series
-----------
2014-11-21 17:10:09 +08:00
2015-01-31 17:18:37 +08:00
* `Time Series Data Library (TSDL) from MU <https://datamarket.com/data/list/?q=provider:tsdl> `_
* `UC Riverside Time Series Dataset <http://www.cs.ucr.edu/~eamonn/time_series_data/> `_
2015-02-05 03:36:47 +08:00
* `Hard Drive Failure Rates <https://www.backblaze.com/hard-drive-test-data.html> `_
2015-05-20 06:24:31 +08:00
* `Heart Rate Time Series from MIT <http://ecg.mit.edu/time-series/> `_
2014-11-21 17:10:09 +08:00
2014-12-26 22:12:33 +08:00
Transportation
2014-11-21 17:10:09 +08:00
--------------
2015-01-31 17:18:37 +08:00
* `Airlines OD Data 1987-2008 <http://stat-computing.org/dataexpo/2009/the-data.html> `_
* `Bike Share Systems (BSS) collection <https://github.com/BetaNYC/Bike-Share-Data-Best-Practices/wiki/Bike-Share-Data-Systems> `_
2015-02-05 10:27:24 +08:00
* `Bay Area Bike Share Data <http://www.bayareabikeshare.com/datachallenge> `_
2015-04-01 12:56:22 +08:00
* `GeoLife GPS Trajectory from Microsoft Research <http://research.microsoft.com/en-us/downloads/b16d359d-d164-469e-9fd4-daa38f2b2e13/> `_
2015-01-31 17:18:37 +08:00
* `Hubway Million Rides in MA <http://hubwaydatachallenge.org/trip-history-data/> `_
* `Marine Traffic - ship tracks, port calls and more <https://www.marinetraffic.com/de/p/api-services> `_
* `NYC Taxi Trip Data 2013 (FOIA/FOILed) <https://archive.org/details/nycTaxiTripData2013> `_
* `OpenFlights - airport, airline and route data <http://openflights.org/data.html> `_
* `RITA Airline On-Time Performance data <http://www.transtats.bts.gov/Tables.asp?DB_ID=120> `_
2015-01-06 12:25:46 +08:00
* `RITA/BTS transport data collection (TranStat) <http://www.transtats.bts.gov/DataIndex.asp> `_
2015-01-31 17:18:37 +08:00
* `Transport for London (TFL) <http://www.tfl.gov.uk/info-for/open-data-users/our-feeds> `_
* `Travel Tracker Survey (TTS) for Chicago <http://www.cmap.illinois.gov/data/transportation/travel-tracker-survey> `_
2015-01-06 12:25:46 +08:00
* `U.S. Bureau of Transportation Statistics (BTS) <http://www.rita.dot.gov/bts/> `_
2015-03-20 10:41:24 +08:00
* `U.S. Domestic Flights 1990 to 2009 <http://academictorrents.com/details/a2ccf94bbb4af222bf8e69dad60a68a29f310d9a> `_
2015-01-31 17:18:37 +08:00
* `U.S. Freight Analysis Framework since 2007 <http://ops.fhwa.dot.gov/freight/freight_analysis/faf/index.htm> `_
2015-08-29 08:59:34 +08:00
* `NYC Uber trip data April 2014 to September 2014 <https://github.com/fivethirtyeight/uber-tlc-foil-response> `_
2014-11-21 17:10:09 +08:00
Complementary Collections
-------------------------
2014-12-27 00:27:06 +08:00
* DataWrangling: `Some Datasets Available on the Web <http://www.datawrangling.com/some-datasets-available-on-the-web> `_
* Inside-r: `Finding Data on the Internet <http://www.inside-r.org/howto/finding-data-internet> `_
* Quora: `Where can I find large datasets open to the public? <http://www.quora.com/Where-can-I-find-large-datasets-open-to-the-public> `_
* RS.io: `100+ Interesting Data Sets for Statistics <http://rs.io/2014/05/29/list-of-data-sets.html> `_
2015-03-18 15:03:50 +08:00
* StaTrek: `Leveraging open data to understand urban lives <http://xiaming.me/posts/2014/10/23/leveraging-open-data-to-understand-urban-lives/> `_
2015-04-18 19:54:03 +08:00
* OpenDataMonitor: `An overview of available open data resources in Europe <http://opendatamonitor.eu> `_
2015-09-12 06:39:17 +08:00
* OpenDataNetwork: `A search engine of all Socrata powered data portals ranging from small cities to federal agencies and non-profits <http://opendatanetwork.com> `_