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Data Science

This section contains data sets used in the book "Doing Data Science" by Rachel Schutt and Cathy O'Neil (O'Reilly 2014)

• Datasets on the book site: https://github.com/oreillymedia/doing_data_science
• Enron Email Dataset: http://www.cs.cmu.edu/~enron/
• Titanic Survival Data Set: http://bit.ly/1kJ4pkF
• Half a million Hubway rides: http://hubwaydatachallenge.org/trip-history-data/
• Economics
• American Economic Ass. (AEA): http://www.aeaweb.org/RFE/toc.php?show=complete
• Gapminder: http://www.gapminder.org/data/
• UMD:: http://inforumweb.umd.edu/econdata/econdata.html
• World bank: http://data.worldbank.org/indicator
• Finance
• CBOE Futures Exchange: http://cfe.cboe.com/Data/
• Google Finance: https://www.google.com/finance

  (R!)

• Google Trends: http://www.google.com/trends?q=google&ctab=0&geo=all&date=all&sort=0
• St Louis Fed: http://research.stlouisfed.org/fred2/

  (R!)

• NASDAQ: https://data.nasdaq.com/
• OANDA: http://www.oanda.com/

  (R!)

• Quandl: http://www.quandl.com/
• Yahoo Finance: http://finance.yahoo.com/

  (R!)

• 
  Government
• Archived national government statistics: http://www.archive-it.org/
• Australia: http://www.abs.gov.au/AUSSTATS/abs@.nsf/DetailsPage/3301.02009?OpenDocument
• Canada: http://www.data.gc.ca/default.asp?lang=En&n=5BCD274E-1
• DataMarket: http://datamarket.com/
• FDA: https://open.fda.gov/index.html
• Fed Stats: http://fedstats.sites.usa.gov/
• HUD: http://www.huduser.org/portal/datasets/pdrdatas.html
• London, U.K. data: http://data.london.gov.uk/dataset
• New Zealand: http://www.stats.govt.nz/tools_and_services/tools/TableBuilder/tables-by...
• NYC data: http://nycplatform.socrata.com/
• OECD: http://www.oecd.org/statistics/
• RITA: http://www.transtats.bts.gov/OT_Delay/OT_DelayCause1.asp
• San Francisco Data sets: http://datasf.org/
• U.K. Government Data: http://data.gov.uk/data
• United Nations: http://data.un.org/
• U.S. Federal Government Data Catalog: http://catalog.data.gov/dataset
• U.S. Federal Government Agencies: http://www.data.gov/metric
• US CDC Public Health datasets: http://www.cdc.gov/nchs/data_access/ftp_data.htm
• The World Bank: http://wdronline.worldbank.org/
• UK 2011 Census Open Atlas Project: http://www.alex-singleton.com/r/2013/02/05/2011-census-open-atlas-project/
• The R package rUnemplomentData contains data from the US Bureau of Labor Statistics: rUnemploymentData
• Utah Open Data Catalog: http://www.utah.gov/data/
  

Health Care

• Gapminder: http://www.gapminder.org/data/
  

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关键词：数据分析 Data Science unemployment R statistics GOVERNMENT 资源

Machine Learning

    Amazon Web Services Data: http://aws.amazon.com/datasets
    Airlines Data (2009 ASA Challenge): http://stat-computing.org/dataexpo/2009/the-data.html
    AppliedPredictiveModeling (R package): http://bit.ly/16wyvkG
    Australian Weather: http://www.bom.gov.au/climate/dwo/
    Causality Workbench: http://www.causality.inf.ethz.ch/repository.php
    Kaggle competition data: http://www.kaggle.com/
    KDNuggets competition site: http://www.kdnuggets.com/datasets/
    The Koblenz Network Collection: http://konect.uni-koblenz.de/
    Machine Learning Data Set Repository: http://mldata.org/
    Medicare Data File: http://go.cms.gov/19xxPN4
    Microsoft Research: http://research.microsoft.com/apps/dp/dl/downloads.aspx
    Million Song Dataset: http://blog.echonest.com/post/3639160982/million-song-dataset
    More song datasets: http://labrosa.ee.columbia.edu/millionsong/pages/additional-datasets
    MovieLens Data Sets: http://datahub.io/dataset/movielens
    NYC Taxi Data (2010-2013): http://publish.illinois.edu/dbwork/open-data/
    RDataMining.com R and Data Mining ebook data: http://www.rdatamining.com/data
    Social Networking: http://www.cs.cmu.edu/~jelsas/data/ancestry.com/
    UCI Machine Learning Repository: http://archive.ics.uci.edu/ml/
    53.5 billion clicks: http://cnets.indiana.edu/groups/nan/webtraffic/click-dataset

Networks

    Stanford Large Network Dataset Collection: http://snap.stanford.edu/data/

Public Domain Collections

    Data360: http://www.data360.org/index.aspx
    Factual: http://www.factual.com/
    Freebase: http://www.freebase.com/
    Google: http://www.google.com/publicdata/directory
    infochimps: http://www.infochimps.com/
    Quora: http://www.quora.com/Where-can-I-find-large-datasets-open-to-the-public
    RS Collection 100+ : http://rs.io/2014/05/29/list-of-data-sets.html
    Sample R data sets: http://stat.ethz.ch/R-manual/R-patched/library/datasets/html/00Index.html (R!)
    SourceForge Research Data: http://www.nd.edu/~oss/Data/data.html
    StatSci.org: http://www.statsci.org/datasets.html
    UFO Reports: http://www.nuforc.org/webreports.html
    Wikileaks 911 pager intercepts: http://911.wikileaks.org/files/index.html
    The Washington Post List: http://www.washingtonpost.com/wp-srv/metro/data/datapost.html

Science

    Agricultural Experiments: http://www.inside-r.org/packages/cran/agridat/docs/agridat (R!)
    Climate data: http://www.cru.uea.ac.uk/cru/data/temperature/#datter and ftp://ftp.cmdl.noaa.gov/
    Gene Expression Omnibus: http://www.ncbi.nlm.nih.gov/geo/
    Geo Spatial Data: http://geodacenter.asu.edu/datalist/
    Human Microbiome Project: http://www.hmpdacc.org/reference_genomes/reference_genomes.php
    MIT Cancer Genomics Data: http://www.broadinstitute.org/cgi-bin/cancer/datasets.cgi
    NASA: http://nssdc.gsfc.nasa.gov/nssdc/obtaining_data.html
    NIH Microarray data: ftp://ftp.ncbi.nih.gov/pub/geo/DATA/supplementary/series/GSE6532/ (R!)
    Protein structure: http://www.infobiotic.net/PSPbenchmarks/
    Public Gene Data: http://www.pubgene.org/
    Stanford Microarray Data: http://smd.stanford.edu//

Social Sciences

    General Social Survey: http://www3.norc.org/GSS+Website/
    ICPSR: http://www.icpsr.umich.edu/icpsrweb/ICPSR/index.jsp
    Pew Research: http://www.pewinternet.org/datasets/pages/2/
    SNAP: http://snap.stanford.edu/data/index.html
    UCLA Social Sciences Archive: http://dataarchives.ss.ucla.edu/Home.DataPortals.htm
    UPJOHN INST: Search for data at http://www.upjohn.org

Time Series

    Time Series data Library: http://robjhyndman.com/TSDL/

Universities

    Carnegie Mellon University Enron email: http://www.cs.cmu.edu/~enron/
    Keel Repository: http://sci2s.ugr.es/keel/datasets.php
    Ohio State University Financial data: http://fisher.osu.edu/fin/fdf/osudata.htm
    UC Berkeley: http://ucdata.berkeley.edu/
    UCLA: http://wiki.stat.ucla.edu/socr/index.php/SOCR_Data
    UC Riverside Time Series: http://www.cs.ucr.edu/~eamonn/time_series_data/
    University of Toronto: http://www.cs.toronto.edu/~delve/data/datasets.html