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An awesome list of high-quality open datasets in public domains (on-going).

Public Datasets

This list of public data sources was originally compiled here <https://github.com/caesar0301/awesome-public-datasets>_. Sources are collected and tidied from blogs, answers, and user responses. Most of the data sets listed below are free, however, some are not.

.. contents:: Table of Contents

Agriculture

  • U.S. Department of Agriculture's PLANTS Database <http://www.plants.usda.gov/dl_all.html>_

Biology

  • 1000 Genomes <http://www.1000genomes.org/data>_
  • American Gut (Microbiome Project) <https://github.com/biocore/American-Gut>_
  • Broad Cancer Cell Line Encyclopedia (CCLE) <http://www.broadinstitute.org/ccle/home>_
  • Broad Bioimage Benchmark Collection (BBBC) <https://www.broadinstitute.org/bbbc>_
  • Cell Image Library <http://www.cellimagelibrary.org>_
  • Complete Genomics Public Data <http://www.completegenomics.com/public-data/69-genomes/>_
  • EBI ArrayExpress <http://www.ebi.ac.uk/arrayexpress/>_
  • EBI Protein Data Bank in Europe <http://www.ebi.ac.uk/pdbe/emdb/index.html/>_
  • Electron Microscopy Pilot Image Archive (EMPIAR) <http://www.ebi.ac.uk/pdbe/emdb/empiar/>_
  • ENCODE project <https://www.encodeproject.org>_
  • Ensembl Genomes <http://ensemblgenomes.org/info/genomes>_
  • Gene Expression Omnibus (GEO) <http://www.ncbi.nlm.nih.gov/geo/>_
  • Gene Ontology (GO) <http://geneontology.org/page/download-annotations>_
  • Global Biotic Interactions (GloBI) <https://github.com/jhpoelen/eol-globi-data/wiki#accessing-species-interaction-data>_
  • Harvard Medical School (HMS) LINCS Project <http://lincs.hms.harvard.edu>_
  • Human Genome Diversity Project <http://www.hagsc.org/hgdp/files.html>_
  • Human Microbiome Project (HMP) <http://www.hmpdacc.org/reference_genomes/reference_genomes.php>_
  • ICOS PSP Benchmark <http://ico2s.org/datasets/psp_benchmark.html>_
  • International HapMap Project <http://hapmap.ncbi.nlm.nih.gov/downloads/index.html.en>_
  • Journal of Cell Biology DataViewer <http://jcb-dataviewer.rupress.org>_
  • MIT Cancer Genomics Data <http://www.broadinstitute.org/cgi-bin/cancer/datasets.cgi>_
  • NCBI Proteins <http://www.ncbi.nlm.nih.gov/guide/proteins/#databases>_
  • NCBI Taxonomy <http://www.ncbi.nlm.nih.gov/taxonomy>_
  • NIH Microarray data <http://bit.do/VVW6>_ or FTP <ftp://ftp.ncbi.nih.gov/pub/geo/DATA/supplementary/series/GSE6532/>_ (see FTP link on RAW <https://raw.githubusercontent.com/caesar0301/awesome-public-datasets/master/README.rst>_)
  • OpenSNP genotypes data <https://opensnp.org/>_
  • Pathguid - Protein-Protein Interactions Catalog <http://www.pathguide.org/>_
  • Protein Data Bank <http://www.rcsb.org/>_
  • Psychiatric Genomics Consortium <https://www.med.unc.edu/pgc/downloads>_
  • PubChem Project <https://pubchem.ncbi.nlm.nih.gov/>_
  • PubGene (now Coremine Medical) <http://www.pubgene.org/>_
  • Sanger Catalogue of Somatic Mutations in Cancer (COSMIC) <http://cancer.sanger.ac.uk/cosmic>_
  • Sanger Genomics of Drug Sensitivity in Cancer Project (GDSC) <http://www.cancerrxgene.org/>_
  • Sequence Read Archive(SRA) <http://www.ncbi.nlm.nih.gov/Traces/sra/>_
  • Stanford Microarray Data <http://smd.stanford.edu/>_
  • Stowers Institute Original Data Repository <http://www.stowers.org/research/publications/odr>_
  • Systems Science of Biological Dynamics (SSBD) Database <http://ssbd.qbic.riken.jp>_
  • The Cancer Genome Atlas (TCGA), available via Broad GDAC <https://gdac.broadinstitute.org/>_
  • The Catalogue of Life <http://www.catalogueoflife.org/content/annual-checklist-archive>_
  • The Personal Genome Project <http://www.personalgenomes.org/>_ or PGP <https://my.pgp-hms.org/public_genetic_data>_
  • UCSC Public Data <http://hgdownload.soe.ucsc.edu/downloads.html>_
  • Universal Protein Resource (UnitProt) <http://www.uniprot.org/downloads>_
  • UniGene <http://www.ncbi.nlm.nih.gov/unigene>_

Climate/Weather

  • Australian Weather <http://www.bom.gov.au/climate/dwo/>_
  • Aviation Weather Center - Consistent, timely and accurate weather information for the world airspace system <https://aviationweather.gov/adds/dataserver>_
  • Brazilian Weather - Historical data (In Portuguese) <http://sinda.crn2.inpe.br/PCD/SITE/novo/site/>_
  • Canadian Meteorological Centre <http://weather.gc.ca/grib/index_e.html>_
  • Climate Data from UEA (updated monthly) <https://crudata.uea.ac.uk/cru/data/temperature/#datter and ftp://ftp.cmdl.noaa.gov/>_
  • European Climate Assessment & Dataset <http://eca.knmi.nl/>_
  • Global Climate Data Since 1929 <http://en.tutiempo.net/climate>_
  • NASA Global Imagery Browse Services <https://wiki.earthdata.nasa.gov/display/GIBS>_
  • NOAA Bering Sea Climate <http://www.beringclimate.noaa.gov/>_
  • NOAA Climate Datasets <http://www.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>_
  • 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>_
  • WorldClim - Global Climate Data <http://www.worldclim.org>_
  • WU Historical Weather Worldwide <https://www.wunderground.com/history/index.html>_

Complex Networks

  • AMiner Citation Network Dataset <http://aminer.org/citation>_
  • 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/>_
  • Network Repository with Interactive Exploratory Analysis Tools <http://networkrepository.com/>_
  • 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 <https://ogirardot.wordpress.com/2013/01/31/sharing-pypimaven-dependency-data/>_
  • Scopus Citation Database <https://www.elsevier.com/solutions/scopus>_
  • Small Network Data <http://www-personal.umich.edu/~mejn/netdata/>_
  • Stanford GraphBase (Steven Skiena) <http://www3.cs.stonybrook.edu/~algorith/implement/graphbase/implement.shtml>_
  • Stanford Large Network Dataset Collection <http://snap.stanford.edu/data/>_
  • Stanford Longitudinal Network Data Sources <http://stanford.edu/group/sonia/dataSources/index.html>_
  • The Koblenz Network Collection <http://konect.uni-koblenz.de/>_
  • The Laboratory for Web Algorithmics (UNIMI) <http://law.di.unimi.it/datasets.php>_
  • The Nexus Network Repository <http://nexus.igraph.org/>_
  • UCI Network Data Repository <https://networkdata.ics.uci.edu/resources.php>_
  • UFL sparse matrix collection <http://www.cise.ufl.edu/research/sparse/matrices/>_
  • WSU Graph Database <http://www.eecs.wsu.edu/mgd/gdb.html>_
  • DIMACS Road Networks Collection <http://www.dis.uniroma1.it/challenge9/download.shtml>_

Computer Networks

  • 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. <https://crawdad.cs.dartmouth.edu/>_
  • Criteo click-through data <http://labs.criteo.com/2015/03/criteo-releases-its-new-dataset/>_
  • Open Mobile Data by MobiPerf <https://console.developers.google.com/storage/openmobiledata_public/>_
  • Rapid7 Sonar Internet Scans <https://sonar.labs.rapid7.com/>_
  • UCSD Network Telescope, IPv4 /8 net <http://www.caida.org/projects/network_telescope/>_

Contextual Data

  • Context-aware data sets from five domains <http://students.depaul.edu/~yzheng8/DataSets.html#Data>_ or GitHub <https://github.com/irecsys/CARSKit/tree/master/context-aware_data_sets>_

Data Challenges

  • Challenges in Machine Learning <http://www.chalearn.org/>_
  • CrowdANALYTIX dataX <http://data.crowdanalytix.com>_
  • D4D Challenge of Orange <http://www.d4d.orange.com/en/home>_
  • DrivenData Competitions for Social Good <http://www.drivendata.org/>_
  • ICWSM Data Challenge (since 2009) <http://icwsm.cs.umbc.edu/>_
  • Kaggle Competition Data <https://www.kaggle.com/>_
  • KDD Cup by Tencent 2012 <http://www.kddcup2012.org/>_
  • Localytics Data Visualization Challenge <https://github.com/localytics/data-viz-challenge>_
  • Netflix Prize <http://netflixprize.com/leaderboard.html>_
  • Space Apps Challenge <https://2015.spaceappschallenge.org>_
  • Telecom Italia Big Data Challenge <https://dandelion.eu/datamine/open-big-data/>_
  • Yelp Dataset Challenge <http://www.yelp.com/dataset_challenge>_
  • Bruteforce Database <https://github.com/duyetdev/bruteforce-database>_

Earth Science

  • AQUASTAT - Global water resources and uses <http://www.fao.org/nr/water/aquastat/data/query/index.html?lang=en>_
  • BODC - marine data of ~22K vars <http://www.bodc.ac.uk/data/where_to_find_data/>_
  • Earth Models <http://www.earthmodels.org/>_
  • EOSDIS - NASA's earth observing system data <http://sedac.ciesin.columbia.edu/data/sets/browse>_
  • Integrated Marine Observing System (IMOS) - roughly 30TB of ocean measurements <https://imos.aodn.org.au>_ or on S3 <http://imos-data.s3-website-ap-southeast-2.amazonaws.com/>_
  • Marinexplore - Open Oceanographic Data <http://marinexplore.org/>_
  • Smithsonian Institution Global Volcano and Eruption Database <http://volcano.si.edu/>_
  • USGS Earthquake Archives <http://earthquake.usgs.gov/earthquakes/search/>_

Economics

  • American Economic Association (AEA) <https://www.aeaweb.org/resources/data>_
  • EconData from UMD <http://inforumweb.umd.edu/econdata/econdata.html>_
  • Economic Freedom of the World Data <http://www.freetheworld.com/datasets_efw.html>_
  • Historical MacroEconomc Statistics <http://www.historicalstatistics.org/>_
  • International Economics Database <http://widukind.cepremap.org/>_ and various data tools <https://github.com/Widukind>_
  • International Trade Statistics <http://www.econostatistics.co.za/>_
  • Internet Product Code Database <http://www.upcdatabase.com/>_
  • Joint External Debt Data Hub <http://www.jedh.org/>_
  • Jon Haveman International Trade Data Links <http://www.macalester.edu/research/economics/PAGE/HAVEMAN/Trade.Resources/TradeData.html>_
  • OpenCorporates Database of Companies in the World <https://opencorporates.com/>_
  • Our World in Data <http://ourworldindata.org/>_
  • SciencesPo World Trade Gravity Datasets <http://econ.sciences-po.fr/thierry-mayer/data>_
  • The Atlas of Economic Complexity <http://atlas.cid.harvard.edu>_
  • The Center for International Data <http://cid.econ.ucdavis.edu>_
  • The Observatory of Economic Complexity <http://atlas.media.mit.edu/en/>_
  • UN Commodity Trade Statistics <http://comtrade.un.org/db/>_
  • UN Human Development Reports <http://hdr.undp.org/en>_

Education

  • Student Data from Free Code Camp <http://academictorrents.com/details/030b10dad0846b5aecc3905692890fb02404adbf>_

Energy

  • AMPds <http://ampds.org/>_
  • BLUEd <http://nilm.cmubi.org/>_
  • COMBED <http://combed.github.io/>_
  • Dataport <https://dataport.pecanstreet.org/>_
  • DRED <http://www.st.ewi.tudelft.nl/~akshay/dred/>_
  • ECO <http://www.vs.inf.ethz.ch/res/show.html?what=eco-data>_
  • EIA <http://www.eia.gov/electricity/data/eia923/>_
  • HES <http://randd.defra.gov.uk/Default.aspx?Menu=Menu&Module=More&Location=None&ProjectID=17359&FromSearch=Y&Publisher=1&SearchText=EV0702&SortString=ProjectCode&SortOrder=Asc&Paging=10#Description>_ - Household Electricity Study, UK
  • HFED <http://hfed.github.io/>_
  • iAWE <http://iawe.github.io/>_
  • PLAID <http://plaidplug.com/>_ - the Plug Load Appliance Identification Dataset
  • REDD <http://redd.csail.mit.edu/>_
  • Tracebase <https://www.tracebase.org>_
  • UK-DALE <http://www.doc.ic.ac.uk/~dk3810/data/>_ - UK Domestic Appliance-Level Electricity
  • WHITED <http://nilmworkshop.org/2016/proceedings/Poster_ID18.pdf>_

Finance

  • 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/>_
  • OSU Financial data <http://fisher.osu.edu/fin/fdf/osudata.htm>_
  • Quandl <https://www.quandl.com/>_
  • St Louis Federal <https://research.stlouisfed.org/fred2/>_
  • Yahoo Finance <http://finance.yahoo.com/>_
  • NYSE Market Data <ftp://ftp.nyxdata.com>_ (see FTP link on RAW <https://raw.githubusercontent.com/caesar0301/awesome-public-datasets/master/README.rst>_)

GIS

  • Planet.Parts: List of Near-Realtime Earth Observation Data Sources <https://planet.parts/>_
  • Global Landcover Data Time Series (1992-2015) <http://maps.elie.ucl.ac.be/CCI/viewer/>_
  • Worldwide data discovery portal <http://opendatadiscovery.org/>_
  • Cambridge, MA, US, GIS data on GitHub <http://cambridgegis.github.io/gisdata.html>_
  • Factual Global Location Data <https://www.factual.com/>_
  • Geo Spatial Data from ASU <http://geodacenter.asu.edu/datalist/>_
  • Geo Wiki Project - Citizen-driven Environmental Monitoring <http://geo-wiki.org/>_
  • GeoFabrik - OSM data extracted to a variety of formats and areas <http://download.geofabrik.de/>_
  • GeoNames Worldwide <http://www.geonames.org/>_
  • Global Administrative Areas Database (GADM) <http://www.gadm.org/>_
  • Homeland Infrastructure Foundation-Level Data <https://hifld-dhs-gii.opendata.arcgis.com/>_
  • HydroSHEDS: Global hydrographic data at 90m resolution <http://www.hydrosheds.org/>_
  • Landsat 8 on AWS <https://aws.amazon.com/public-data-sets/landsat/>_
  • Data browser for Landsat 8 and Sentinel 2 <https://remotepixel.ca/projects/satellitesearch.html>_
  • List of all countries in all languages <https://github.com/umpirsky/country-list>_
  • National Weather Service GIS Data Portal <http://www.nws.noaa.gov/gis/>_
  • Natural Earth - vectors and rasters of the world, including elevation <http://www.naturalearthdata.com/>_
  • Additional sources of elevation data <http://vterrain.org/Elevation/global.html>_
  • OpenAddresses <http://openaddresses.io/>_
  • OpenStreetMap (OSM) <http://wiki.openstreetmap.org/wiki/Downloading_data>_
  • Pleiades - Gazetteer and graph of ancient places <http://pleiades.stoa.org/>_
  • Reverse Geocoder using OSM data <https://github.com/kno10/reversegeocode>_ & additional high-resolution data files <http://data.ub.uni-muenchen.de/61/>_
  • TwoFishes - Foursquare's coarse geocoder <https://github.com/foursquare/twofishes>_
  • TZ Timezones shapfiles <http://efele.net/maps/tz/world/>_
  • UN Environmental Data <http://geodata.grid.unep.ch/>_
  • World boundaries from the U.S. Department of State <https://hiu.state.gov/data/data.aspx>_
  • World countries in multiple formats <https://github.com/mledoze/countries>_

GIS - Regional

GIS - United States """"""""""""""""""""

  • US Hydrography (Rivers, Lakes, etc) - NHDPlus <http://www.horizon-systems.com/nhdplus/>_
  • TIGER/Line - U.S. boundaries and roads <http://www.census.gov/geo/maps-data/data/tiger-line.html>_
  • National Land Cover Dataset <http://www.mrlc.gov/finddata.php>_
  • Protected Areas Dataset (PAD-US) <http://gapanalysis.usgs.gov/padus/>_
  • Estimated Private Domestic Wells <https://geodata.epa.gov/arcgis/rest/services/ORD/Estimated_Private_Domestic_Wells/MapServer>_
  • USGS Water Flow Data <http://waterdata.usgs.gov/nwis>_
  • USGS National Map Viewer (Find other data) <https://viewer.nationalmap.gov/viewer/>_
  • American Factfinder: Census data (demographics, economic, etc) <http://factfinder.census.gov/faces/nav/jsf/pages/index.xhtml>_
  • NRCS Geospatial Data Gateway (climate, geology, soils, imagery, and more) <https://gdg.sc.egov.usda.gov/GDGOrder.aspx>_
  • eDNA Species Occurence Database <https://www.fs.fed.us/rm/boise/AWAE/projects/the-aquatic-eDNAtlas-project.html>_

GIS - California """"""""""""""""""" Large amounts of this section originally from this gist <https://gist.github.com/nickrsan/958cd0471c4612ec6fba86ae7aeb3c7a>_.

Portals with many data themes ++++++++++++++++++++++++++++++

  • California Open Data Portal <https://data.ca.gov/>_
  • Natural Resources Agency Data Portal <https://data.cnra.ca.gov/>_
  • Department of Conservation Map Viewer <https://maps.conservation.ca.gov/>_

Agriculture +++++++++++

  • DWR Crop Land Use Maps <https://data.cnra.ca.gov/dataset/statewide-crop-mapping>_

Environment, Ecology, and Human Interactions ++++++++++++++++++++++++++++++++++++++++++++

  • CalEnviroScreen <https://oehha.ca.gov/calenviroscreen/report/calenviroscreen-30>_

Energy +++++++

  • CEC all power plants <http://energyalmanac.ca.gov/electricity/>_
  • CEC Hydropower <http://www.energyalmanac.ca.gov/renewables/hydro/>_
  • Historical (2000-) wholesale electricity prices <http://www.eia.gov/electricity/wholesale/>_
  • Generation sources <https://www.eia.gov/electricity/data/state/>_

High-Res Elevation and Bathymetry ++++++++++++++++++++++++++++++++++

  • Seafloor mapping lab: bathymetry portal <http://seafloor.csumb.edu/csmp/csmp_datacatalog.html>_

Hydrology ++++++++++

  • CDEC <http://cdec.water.ca.gov/>_: historical and real-time reservoir storage, inflows, outflows, stream gauges, snowpack
  • USGS daily streamflow <http://waterdata.usgs.gov/ca/nwis/current/?type=dailydischarge&group_key=county_cd>_
  • USGS all sites <http://maps.waterdata.usgs.gov/mapper/?state=ca>_
  • Gage Gap: An analysis of California's stream gage network <https://gagegap.codefornature.org/>_
  • NRCS snotel site data <http://www.wcc.nrcs.usda.gov/snow/snotel-wedata.html>_
  • NOAA Historical precip/temp <http://www.ncdc.noaa.gov/cdo-web/>_: at individual stations
  • DWR Full Natural Flows 1922-2003 <http://www.waterboards.ca.gov/waterrights/water_issues/programs/bay_delta/bay_delta_plan/water_quality_control_planning/docs/sjrf_spprtinfo/dwr_2007a.pdf>_
  • NOAA/NWS RFC Archive <http://www.cnrfc.noaa.gov/arc_search.php>_
  • Paleo Reconstruction <http://treeflow.info/california>_
  • Dayflow (Delta outflows) <http://www.water.ca.gov/dayflow/output/Output.cfm>_
  • MOPEX <http://tdwg.catchment.org/datasets.html>_
  • Groundwater <http://www.water.ca.gov/waterdatalibrary/groundwater/>_
  • NOAA ClimDiv <http://www1.ncdc.noaa.gov/pub/data/cirs/climdiv/>_: historical drought indices
  • DWR precip indices <http://cdec.water.ca.gov/snow_rain.html>_ 8-station index, etc
  • CA Dams <http://www.water.ca.gov/damsafety/damlisting/index.cfm>_
  • Sierra Nevada Meadows Dataset <https://meadows.ucdavis.edu>_

Consumption ++++++++++++

  • USGS water use, 5-year timestep <http://waterdata.usgs.gov/ca/nwis/water_use/>_
  • DWR land use <http://www.water.ca.gov/landwateruse/anlwuest.cfm>_: Ag demand and land use estimates by county/DAU from 1998-2010 (annual)
  • DWR UWMP data <http://www.water.ca.gov/urbanwatermanagement/2010_Urban_Water_Management_Plan_Data.cfm>: Urban water management plan (2015 update <https://wuedata.water.ca.gov/>)
  • SWRCB conservation reports <http://www.waterboards.ca.gov/water_issues/programs/conservation_portal/conservation_reporting.shtml>_
  • California Water Network <http://hobbes.ucdavis.edu/node>_
  • SWRCB eWRIMS <https://ciwqs.waterboards.ca.gov/ciwqs/ewrims/EWMenuPublic.jsp>_
  • SWRCB WRUDS <http://www.waterboards.ca.gov/waterrights/water_issues/programs/drought/analysis/>_: "Average Demand"

Boundaries +++++++++++

  • DWR Planning areas, DAUs, watersheds, etc <http://www.waterplan.water.ca.gov/maps/>_
  • CEHTP Public Water System boundaries <http://www.ehib.org/page.jsp?page_key=762>_

Water Rights +++++++++++++

  • New CA Water Atlas <https://github.com/NewCaliforniaWaterAtlas/data-water-rights>_

USBR CVP Mid-Pacific ++++++++++++++++++++++

  • Operations, contractors, deliveries <http://www.usbr.gov/mp/PA/water/>_
  • Monthly reports <http://www.usbr.gov/mp/cvo/Mo_Rpts_Prev.html>_
  • 2008 report on CVP/SWP water yield <http://www.usbr.gov/mp/cvp/docs/Water%20Supply%20and%20Yield%20Study.pdf>_
  • Irrigation district WMPs <http://www.usbr.gov/mp/watershare/wcplans/>_

SWP Operations +++++++++++++++

  • Project-wide <http://water.ca.gov/swp/operationscontrol/projectwide.cfm>_
  • Monthly operations <http://www.water.ca.gov/swp/operationscontrol/monthly.cfm>_
  • Contractors list <http://www.swc.org/about-us/member-agencies-list>_
  • Reliability report (CALSIM II) <http://baydeltaoffice.water.ca.gov/swpreliability/>_
  • SWP analysis office <http://www.water.ca.gov/swpao/>_: contractors, maximum allocations
  • 2013 Water Plan Update <http://www.waterplan.water.ca.gov/cwpu2013/final/index.cfm>_
  • Water plan technical details <http://www.waterplan.water.ca.gov/technical/cwpu2013/index.cfm>_

Agriculture ++++++++++++

  • County commissioners' reports <http://www.nass.usda.gov/Statistics_by_State/California/Publications/AgComm/Detail/index.asp>_
  • Land cover by crop type <http://nassgeodata.gmu.edu/CropScape/>_
  • Crop prices <http://faostat3.fao.org/download/P/PA/E>_
  • Search by crop type <http://quickstats.nass.usda.gov/#7C3B21B8-CCBE-3D0B-BBD5-2F057870134F>_
  • Irrigation ET <http://www.itrc.org/etdata/waterbal.htm>_
  • Farm production expenses <http://www.ers.usda.gov/data-products/farm-income-and-wealth-statistics/production-expenses.aspx#P06e29ac16a7244cfa6bd81eb5a712540_2_151iT0R0x5>_
  • DWR Land Use (Crop) data <http://www.water.ca.gov/landwateruse/lusrvymain.cfm>_

Species +++++++++

  • DFW Abundance Surveys <http://www.dfg.ca.gov/delta/data/>_
  • PISCES fish database <https://pisces.ucdavis.edu>_
  • Calfiornia Freshwater Species Database (Aquarius) <https://www.scienceforconservation.org/products/california-freshwater-species-database>_

GIS - Australia """"""""""""""""""""

  • CSIRO Data Portal <https://data.csiro.au>_

Government

  • OpenDataSoft's list of 1,600 open data portals <https://www.opendatasoft.com/a-comprehensive-list-of-all-open-data-portals-around-the-world/>_
  • A list of cities and countries contributed by community <https://github.com/caesar0301/awesome-public-datasets/blob/master/Government.rst>_

Healthcare

  • 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. <https://www.cms.gov/medicare-coverage-database/>_
  • Medicare Data Engine of medicare.gov Data <https://data.medicare.gov/>_
  • Medicare Data File <http://go.cms.gov/19xxPN4>_
  • MeSH, the vocabulary thesaurus used for indexing articles for PubMed <https://www.nlm.nih.gov/mesh/filelist.html>_
  • Number of Ebola Cases and Deaths in Affected Countries (2014) <https://data.hdx.rwlabs.org/dataset/ebola-cases-2014>_
  • Open-ODS (structure of the UK NHS) <http://www.openods.co.uk>_
  • OpenPaymentsData, Healthcare financial relationship data <https://openpaymentsdata.cms.gov>_
  • The Cancer Genome Atlas project (TCGA) <https://tcga-data.nci.nih.gov/tcga/tcgaDownload.jsp>_ and BigQuery table <http://google-genomics.readthedocs.org/en/latest/use_cases/discover_public_data/isb_cgc_data.html>_
  • World Health Organization Global Health Observatory <http://www.who.int/gho/en/>_

Image Processing

  • 10k US Adult Faces Database <http://wilmabainbridge.com/facememorability2.html>_
  • 2GB of Photos of Cats <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>_
  • Affective Image Classification <http://www.imageemotion.org/>_
  • Animals with attributes <http://attributes.kyb.tuebingen.mpg.de/>_
  • Face Recognition Benchmark <http://www.face-rec.org/databases/>_
  • ImageNet (in WordNet hierarchy) <http://www.image-net.org/>_
  • Indoor Scene Recognition <http://web.mit.edu/torralba/www/indoor.html>_
  • 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>_
  • Several Shape-from-Silhouette Datasets <http://kaiwolf.no-ip.org/3d-model-repository.html>_
  • Stanford Dogs Dataset <http://vision.stanford.edu/aditya86/ImageNetDogs/>_
  • SUN database, MIT <http://groups.csail.mit.edu/vision/SUN/hierarchy.html>_
  • The Oxford-IIIT Pet Dataset <http://www.robots.ox.ac.uk/~vgg/data/pets/>_
  • YouTube Faces Database <http://www.cs.tau.ac.il/~wolf/ytfaces/>_
  • Adience Unfiltered faces for gender and age classification <http://www.openu.ac.il/home/hassner/Adience/data.html>_
  • The Action Similarity Labeling (ASLAN) Challenge <http://www.openu.ac.il/home/hassner/data/ASLAN/ASLAN.html>_
  • Violent-Flows - Crowd Violence \ Non-violence Database and benchmark <http://www.openu.ac.il/home/hassner/data/violentflows/>_

Machine Learning

  • Delve Datasets for classification and regression (Univ. of Toronto) <http://www.cs.toronto.edu/~delve/data/datasets.html>_
  • Discogs Monthly Data <http://data.discogs.com/>_
  • 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>_
  • Labeled Faces in the Wild (LFW) <http://vis-www.cs.umass.edu/lfw/>_
  • 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>_
  • New Yorker caption contest ratings <https://github.com/nextml/caption-contest-data>_
  • MovieLens Data Sets <http://grouplens.org/datasets/movielens/>_
  • RDataMining - "R and Data Mining" ebook data <http://www.rdatamining.com/data>_
  • Registered Meteorites on Earth <http://healthintelligence.drupalgardens.com/content/registered-meteorites-has-impacted-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>_

Museums

  • Canada Science and Technology Museums Corporation's Open Data <http://techno-science.ca/en/data.php>_
  • Cooper-Hewitt's Collection Database <https://github.com/cooperhewitt/collection>_
  • Minneapolis Institute of Arts metadata <https://github.com/artsmia/collection>_
  • Natural History Museum (London) Data Portal <http://data.nhm.ac.uk/>_
  • Rijksmuseum Historical Art Collection <https://www.rijksmuseum.nl/en/api>_
  • Tate Collection metadata <https://github.com/tategallery/collection>_
  • The Getty vocabularies <http://vocab.getty.edu>_

Natural Language

  • Blogger Corpus <http://u.cs.biu.ac.il/~koppel/BlogCorpus.htm>_
  • CLiPS Stylometry Investigation Corpus <http://www.clips.uantwerpen.be/datasets/csi-corpus>_
  • ClueWeb09 FACC <http://lemurproject.org/clueweb09/FACC1/>_
  • ClueWeb12 FACC <http://lemurproject.org/clueweb12/FACC1/>_
  • DBpedia - 4.58M things with 583M facts <http://wiki.dbpedia.org/Datasets>_
  • Flickr Personal Taxonomies <http://www.isi.edu/~lerman/downloads/flickr/flickr_taxonomies.html>_
  • Freebase.com of people, places, and things <http://www.freebase.com/>_
  • Google Books Ngrams (2.2TB) <https://aws.amazon.com/datasets/google-books-ngrams/>_
  • 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 Comprehension Test (MCTest) of text from Microsoft Research <http://research.microsoft.com/en-us/um/redmond/projects/mctest/index.html>_
  • Machine Translation of European languages <http://statmt.org/wmt11/translation-task.html#download>_
  • Personae Corpus <http://www.clips.uantwerpen.be/datasets/personae-corpus>_
  • SaudiNewsNet Collection of Saudi Newspaper Articles (Arabic, 30K articles) <https://github.com/ParallelMazen/SaudiNewsNet>_
  • SMS Spam Collection in English <http://www.dt.fee.unicamp.br/~tiago/smsspamcollection/>_
  • 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>_
  • Universal Dependencies <http://universaldependencies.org>_
  • WordNet databases and tools <http://wordnet.princeton.edu/wordnet/download/>_
  • Open Multilingual Wordnet <http://compling.hss.ntu.edu.sg/omw/>_

Neuroscience

  • Allen Institute Datasets <http://www.brain-map.org/>_
  • Brain Catalogue <http://braincatalogue.org/>_
  • Brainomics <http://brainomics.cea.fr/localizer>_
  • CodeNeuro Datasets <http://datasets.codeneuro.org/>_
  • Collaborative Research in Computational Neuroscience (CRCNS) <http://crcns.org/data-sets>_
  • FCP-INDI <http://fcon_1000.projects.nitrc.org/index.html>_
  • Human Connectome Project <http://www.humanconnectome.org/data/>_
  • NDAR <https://ndar.nih.gov/>_
  • NIMH Data Archive <http://data-archive.nimh.nih.gov/>_
  • NeuroData <http://neurodata.io>_
  • OASIS <http://www.oasis-brains.org/>_
  • OpenfMRI <https://openfmri.org/>_
  • Neuroelectro <http://neuroelectro.org/>_
  • Study Forrest <http://studyforrest.org>_

Physics

  • CERN Open Data Portal <http://opendata.cern.ch/>_
  • Crystallography Open Database <http://www.crystallography.net/>_
  • NASA Exoplanet Archive <http://exoplanetarchive.ipac.caltech.edu/>_
  • NSSDC (NASA) data of 550 space spacecraft <http://nssdc.gsfc.nasa.gov/nssdc/obtaining_data.html>_
  • Sloan Digital Sky Survey (SDSS) - Mapping the Universe <http://www.sdss.org/>_

Psychology/Cognition

  • OSU Cognitive Modeling Repository Datasets <http://www.cmr.osu.edu/browse/datasets>_

Public Domains

  • Amazon <http://aws.amazon.com/datasets/>_
  • Archive-it from Internet Archive <https://www.archive-it.org/explore?show=Collections>_
  • 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>_
  • Microsoft Azure Data Market Free DataSets <http://datamarket.azure.com/browse/data?price=free>_
  • Numbray <http://numbrary.com/>_
  • Open Library Data Dumps <https://openlibrary.org/developers/dumps>_
  • Reddit Datasets <https://www.reddit.com/r/datasets>_
  • RevolutionAnalytics Collection <http://packages.revolutionanalytics.com/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 <https://911.wikileaks.org/files/index.html>_
  • Yahoo Webscope <http://webscope.sandbox.yahoo.com/catalog.php>_

Search Engines

  • Academic Torrents of data sharing from UMB <http://academictorrents.com/>_
  • Datahub.io <https://datahub.io/dataset>_
  • DataMarket (Qlik) <https://datamarket.com/data/list/?q=all>_
  • Harvard Dataverse Network of scientific data <https://dataverse.harvard.edu/>_
  • ICPSR (UMICH) <http://www.icpsr.umich.edu/icpsrweb/ICPSR/index.jsp>_
  • Institute of Education Sciences <http://eric.ed.gov>_
  • National Technical Reports Library <http://www.ntis.gov/products/ntrl/>_
  • Open Data Certificates (beta) <https://certificates.theodi.org/en/datasets>_
  • OpenDataNetwork - A search engine of all Socrata powered data portals <http://www.opendatanetwork.com/>_
  • Statista.com - statistics and Studies <http://www.statista.com/>_
  • Zenodo - An open dependable home for the long-tail of science <https://zenodo.org/collection/datasets>_

Social Networks

  • 72 hours #gamergate Twitter Scrape <http://waxy.org/random/misc/gamergate_tweets.csv>_
  • Ancestry.com Forum Dataset over 10 years <http://www.cs.cmu.edu/~jelsas/data/ancestry.com/>_
  • Cheng-Caverlee-Lee September 2009 - January 2010 Twitter Scrape <https://archive.org/details/twitter_cikm_2010>_
  • CMU Enron Email of 150 users <http://www.cs.cmu.edu/~enron/>_
  • EDRM Enron EMail of 151 users, hosted on S3 <https://aws.amazon.com/datasets/enron-email-data/>_
  • Facebook Data Scrape (2005) <https://archive.org/details/oxford-2005-facebook-matrix>_
  • Facebook Social Networks from LAW (since 2007) <http://law.di.unimi.it/datasets.php>_
  • Foursquare from UMN/Sarwat (2013) <https://archive.org/details/201309_foursquare_dataset_umn>_
  • GetGlue - users rating TV shows <http://getglue-data.s3.amazonaws.com/getglue_sample.tar.gz>_
  • GitHub Collaboration Archive <https://www.githubarchive.org/>_
  • Google Scholar citation relations <http://www3.cs.stonybrook.edu/~leman/data/gscholar.db>_
  • High-Resolution Contact Networks from Wearable Sensors <http://www.sociopatterns.org/datasets/>_
  • Mobile Social Networks from UMASS <https://kdl.cs.umass.edu/display/public/Mobile+Social+Networks>_
  • Network Twitter Data <http://snap.stanford.edu/data/higgs-twitter.html>_
  • Reddit Comments <https://www.reddit.com/r/datasets/comments/3bxlg7/i_have_every_publicly_available_reddit_comment/>_
  • Skytrax' Air Travel Reviews Dataset <https://github.com/quankiquanki/skytrax-reviews-dataset>_
  • Social Twitter Data <http://snap.stanford.edu/data/egonets-Twitter.html>_
  • SourceForge.net Research Data <http://www3.nd.edu/~oss/Data/data.html>_
  • Twitter Data for Sentiment Analysis <http://help.sentiment140.com/for-students/>_
  • Twitter Data for Online Reputation Management <http://nlp.uned.es/replab2013/>_
  • Twitter Graph of entire Twitter site <http://an.kaist.ac.kr/traces/WWW2010.html>_
  • Twitter Scrape Calufa May 2011 <http://archive.org/details/2011-05-calufa-twitter-sql>_
  • UNIMI/LAW Social Network Datasets <http://law.di.unimi.it/datasets.php>_
  • 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/>_

Social Sciences

  • ACLED (Armed Conflict Location & Event Data Project) <http://www.acleddata.com/>_
  • Canadian Legal Information Institute <https://www.canlii.org/en/index.php>_
  • Center for Systemic Peace Datasets - Conflict Trends, Polities, State Fragility, etc <http://www.systemicpeace.org/>_
  • Correlates of War Project <http://www.correlatesofwar.org/>_
  • Cryptome Conspiracy Theory Items <http://cryptome.org>_
  • Datacards <http://datacards.org>_
  • European Social Survey <http://www.europeansocialsurvey.org/data/>_
  • FBI Hate Crime 2013 - aggregated data <https://github.com/emorisse/FBI-Hate-Crime-Statistics/tree/master/2013>_
  • GDELT Global Events Database <http://gdeltproject.org/data.html>_
  • General Social Survey (GSS) since 1972 <http://gss.norc.org>_
  • German Social Survey <http://www.gesis.org/en/home/>_
  • Global Religious Futures Project <http://www.globalreligiousfutures.org/>_
  • Humanitarian Data Exchange <https://data.hdx.rwlabs.org/>_
  • Institute for Demographic Studies <http://www.ined.fr/en/>_
  • International Networks Archive <http://www.princeton.edu/~ina/>_
  • International Social Survey Program ISSP <http://www.issp.org>_
  • International Studies Compendium Project <http://www.isacompendium.com/public/>_
  • James McGuire Cross National Data <http://jmcguire.faculty.wesleyan.edu/welcome/cross-national-data/>_
  • MacroData Guide by Norsk samfunnsvitenskapelig datatjeneste <http://nsd.uib.no>_
  • Minnesota Population Center <https://www.ipums.org/>_
  • MIT Reality Mining Dataset <http://realitycommons.media.mit.edu/realitymining.html>_
  • Open Crime and Policing Data in England, Wales and Northern Ireland <https://data.police.uk/data/>_
  • Paul Hensel General International Data Page <http://www.paulhensel.org/dataintl.html>_
  • PewResearch Internet Survey Project <http://www.pewinternet.org/datasets/pages/2/>_
  • PewResearch Society Data Collection <http://www.pewresearch.org/data/download-datasets/>_
  • Political Polarity Data <http://www3.cs.stonybrook.edu/~leman/data/14-icwsm-political-polarity-data.zip>_
  • StackExchange Data Explorer <http://data.stackexchange.com/help>_
  • Terrorism Research and Analysis Consortium <http://www.trackingterrorism.org/>_
  • Texas Inmates Executed Since 1984 <http://www.tdcj.state.tx.us/death_row/dr_executed_offenders.html>_
  • Titanic Survival Data Set <https://github.com/caesar0301/awesome-public-datasets/tree/master/Datasets>_
  • UCB's Archive of Social Science Data (D-Lab) <http://ucdata.berkeley.edu/>_
  • Uppsala Conflict Data Program <http://ucdp.uu.se/>_
  • UCLA Social Sciences Data Archive <http://dataarchives.ss.ucla.edu/Home.DataPortals.htm>_
  • UN Civil Society Database <http://esango.un.org/civilsociety/>_
  • Universities Worldwide <http://univ.cc/>_
  • UPJOHN for Labor Employment Research <http://www.upjohn.org/services/resources/employment-research-data-center>_
  • World Bank Data <http://data.worldbank.org/>_
  • WorldPop project - Worldwide human population distributions <http://www.worldpop.org.uk/data/get_data/>_

Software

  • FLOSSmole data about free, libre, and open source software development <http://flossdata.syr.edu/data/>_

Sports

  • Basketball (NBA/NCAA/Euro) Player Database and Statistics <http://www.draftexpress.com/stats.php>_
  • Betfair Historical Exchange Data <http://data.betfair.com/>_
  • Cricsheet Matches (cricket) <http://cricsheet.org/>_
  • Ergast Formula 1, from 1950 up to date (API) <http://ergast.com/mrd/db>_
  • Football/Soccer resources (data and APIs) <http://www.jokecamp.com/blog/guide-to-football-and-soccer-data-and-apis/>_
  • Lahman's Baseball Database <http://www.seanlahman.com/baseball-archive/statistics/>_
  • Pinhooker: Thoroughbred Bloodstock Sale Data <https://github.com/phillc73/pinhooker>_
  • Retrosheet Baseball Statistics <http://www.retrosheet.org/game.htm>_

Time Series

  • Databanks International Cross National Time Series Data Archive <http://www.cntsdata.com>_
  • Hard Drive Failure Rates <https://www.backblaze.com/hard-drive-test-data.html>_
  • Heart Rate Time Series from MIT <http://ecg.mit.edu/time-series/>_
  • 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/>_

Transportation

  • Airlines OD Data 1987-2008 <http://stat-computing.org/dataexpo/2009/the-data.html>_
  • Bay Area Bike Share Data <http://www.bayareabikeshare.com/open-data>_
  • Bike Share Systems (BSS) collection <https://github.com/BetaNYC/Bike-Share-Data-Best-Practices/wiki/Bike-Share-Data-Systems>_
  • GeoLife GPS Trajectory from Microsoft Research <http://research.microsoft.com/en-us/downloads/b16d359d-d164-469e-9fd4-daa38f2b2e13/>_
  • German train system by Deutsche Bahn <http://data.deutschebahn.com/datasets/>_
  • Hubway Million Rides in MA <http://hubwaydatachallenge.org/trip-history-data/>_
  • Marine Traffic - ship tracks, port calls and more <http://www.marinetraffic.com/de/ais-api-services>_
  • Montreal BIXI Bike Share <https://montreal.bixi.com/donn%C3%A9es-libre-service>_
  • NYC Taxi Trip Data 2009- <http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml>_
  • NYC Taxi Trip Data 2013 (FOIA/FOILed) <https://archive.org/details/nycTaxiTripData2013>_
  • NYC Uber trip data April 2014 to September 2014 <https://github.com/fivethirtyeight/uber-tlc-foil-response>_
  • Open Traffic collection <https://github.com/graphhopper/open-traffic-collection>_
  • OpenFlights - airport, airline and route data <http://openflights.org/data.html>_
  • Philadelphia Bike Share Stations (JSON) <https://www.rideindego.com/stations/json/>_
  • Plane Crash Database, since 1920 <http://www.planecrashinfo.com/database.htm>_
  • RITA Airline On-Time Performance data <http://www.transtats.bts.gov/Tables.asp?DB_ID=120>_
  • RITA/BTS transport data collection (TranStat) <http://www.transtats.bts.gov/DataIndex.asp>_
  • Toronto Bike Share Stations (XML file) <http://www.bikesharetoronto.com/data/stations/bikeStations.xml>_
  • Transport for London (TFL) <https://tfl.gov.uk/info-for/open-data-users/data-feeds>_
  • Travel Tracker Survey (TTS) for Chicago <http://www.cmap.illinois.gov/data/transportation/travel-tracker-survey>_
  • U.S. Bureau of Transportation Statistics (BTS) <http://www.rita.dot.gov/bts/>_
  • U.S. Domestic Flights 1990 to 2009 <http://academictorrents.com/details/a2ccf94bbb4af222bf8e69dad60a68a29f310d9a>_
  • U.S. Freight Analysis Framework since 2007 <http://ops.fhwa.dot.gov/freight/freight_analysis/faf/index.htm>_

Complementary Collections

  • Data Packaged Core Datasets <https://github.com/datasets/>_
  • Database of Scientific Code Contributions <https://mozillascience.org/collaborate>_
  • 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>_
  • OpenDataMonitor: An overview of available open data resources in Europe <http://opendatamonitor.eu>_
  • 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/100-interesting-data-sets-for-statistics/>_
  • StaTrek: Leveraging open data to understand urban lives <http://xiaming.me/posts/2014/10/23/leveraging-open-data-to-understand-urban-lives/>_