From 44c58b64263dc8288f6d86fda491b70e6240d80a Mon Sep 17 00:00:00 2001
From: Xiaming <chenxm35@gmail.com>
Date: Fri, 30 Jan 2015 10:43:36 +0800
Subject: [PATCH 01/17] Add U.S. MassGIS data

---
 README.rst | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/README.rst b/README.rst
index ed560e6..1168426 100644
--- a/README.rst
+++ b/README.rst
@@ -158,7 +158,8 @@ Government
 * `Germany <https://www-genesis.destatis.de/genesis/online>`_
 * `Glasgow, Scotland, UK <http://data.glasgow.gov.uk/>`_
 * `Guardian world governments <http://www.guardian.co.uk/world-government-data>`_
-* `London Datastore, U.K <http://data.london.gov.uk/dataset>`_
+* `London Datastore, UK <http://data.london.gov.uk/dataset>`_
+* `MassGIS, Massachusetts, U.S. <http://www.mass.gov/anf/research-and-tech/it-serv-and-support/application-serv/office-of-geographic-information-massgis/>`_
 * `Netherlands <https://data.overheid.nl/>`_
 * `New Zealand <http://www.stats.govt.nz/browse_for_stats.aspx>`_
 * `NYC betanyc <http://betanyc.us/>`_

From 43889987053539f58940af8f8ce3cc05ec19dc28 Mon Sep 17 00:00:00 2001
From: Xiaming Chen <chenxm35@gmail.com>
Date: Sat, 31 Jan 2015 17:18:37 +0800
Subject: [PATCH 02/17] Tidy data description

---
 README.rst | 221 ++++++++++++++++++++++++++---------------------------
 1 file changed, 108 insertions(+), 113 deletions(-)

diff --git a/README.rst b/README.rst
index 1168426..2a43faf 100644
--- a/README.rst
+++ b/README.rst
@@ -38,7 +38,7 @@ Climate/Weather
 
 * `Australian Weather <http://www.bom.gov.au/climate/dwo/>`_
 * `Canadian Meteorological Centre <https://weather.gc.ca/grib/index_e.html>`_
-* `Climate Data from UEA (updated at roughly monthly intervals) <http://www.cru.uea.ac.uk/cru/data/temperature/#datter and ftp://ftp.cmdl.noaa.gov/>`_
+* `Climate Data from UEA (updated monthly) <http://www.cru.uea.ac.uk/cru/data/temperature/#datter and ftp://ftp.cmdl.noaa.gov/>`_
 * `Global Climate Data Since 1929 <http://www.tutiempo.net/en/Climate>`_
 * `NOAA Bering Sea Climate <http://www.beringclimate.noaa.gov/>`_
 * `NOAA Climate Datasets <http://ncdc.noaa.gov/data-access/quick-links>`_
@@ -68,15 +68,15 @@ Complex Networks
 Computer Networks
 -----------------
 
-* `3.5B Web Pages - Web graph extracted from CommonCraw 2012 web corpus. <http://www.bigdatanews.com/profiles/blogs/big-data-set-3-5-billion-web-pages-made-available-for-all-of-us>`_
-* `53.5B Web clicks - Anonymized HTTP records from 100K users in Indiana Univ. <http://cnets.indiana.edu/groups/nan/webtraffic/click-dataset>`_
-* `CAIDA Internet Datasets - Network traces and topologies at geographically diverse locations. <http://www.caida.org/data/overview/>`_
-* `ClueWeb09 - About 1B web pages in ten languages that were collected in Jan. and Feb. 2009. <http://lemurproject.org/clueweb09/>`_
-* `ClueWeb12 - About 733M web pages collected between Feb. and May 2012. <http://lemurproject.org/clueweb12/>`_
-* `CommonCrawl Web Data - Petabytes of data collected over 7 years of web crawling. <http://commoncrawl.org/the-data/get-started/>`_
-* `CRAWDAD Wireless datasets (Dartmouth) - A wireless network data resource for research communities. <http://crawdad.cs.dartmouth.edu/>`_
-* `OpenMobileData (MobiPerf) - Mobile performance measurement data collected with active tests. <https://console.developers.google.com/storage/openmobiledata_public/>`_
-* `UCSD Network Telescope - A passive traffic monitoring system covering IPv4 /8 net. <http://www.caida.org/projects/network_telescope/>`_
+* `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/>`_
+* `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/>`_
 
 
 Data Challenges
@@ -95,7 +95,7 @@ Data Challenges
 Economics
 ---------
 
-* `American Economic Ass. (AEA) <http://www.aeaweb.org/RFE/toc.php?show=complete>`_
+* `American Economic Ass (AEA) <http://www.aeaweb.org/RFE/toc.php?show=complete>`_
 * `EconData from UMD <http://inforumweb.umd.edu/econdata/econdata.html>`_
 * `Internet Product Code Database <http://www.upcdatabase.com/>`_
 
@@ -133,24 +133,24 @@ Finance
 GeoSpace/GIS
 ------------
 
-* `BODC - Marine data of nearly 22,000 oceanographic vars. <http://www.bodc.ac.uk/data/where_to_find_data/>`_
-* `EOSDIS - A data collection of NASA's earth observing system data and information system. <http://sedac.ciesin.columbia.edu/data/sets/browse>`_
-* `Factual Global Location Data - 65M POIs with extended attributes in 50 countries. <http://www.factual.com/>`_
-* `Global Administrative Areas Database (GADM) - For countries and low-level subdivisions. <http://www.gadm.org/>`_
-* `Geo Spatial Data from ASU - Several small spatial or GIS datasets. <http://geodacenter.asu.edu/datalist/>`_
-* `GeoNames - Over eight million placenames (countries, city stat etc.) of the world. <http://www.geonames.org/>`_
-* `Natural Earth - Vectors and rasters of the world in multiple scales. <http://www.naturalearthdata.com/>`_
-* `OpenStreetMap - A free map worldwide maintained by the communities. <http://wiki.openstreetmap.org/wiki/Downloading_data>`_
-* `TIGER/Line - Official United States 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 - A shapefile of the TZ timezones of the world. <http://efele.net/maps/tz/world/>`_
+* `BODC - marine data of ~22K vars <http://www.bodc.ac.uk/data/where_to_find_data/>`_
+* `EOSDIS - NASA's earth observing system data <http://sedac.ciesin.columbia.edu/data/sets/browse>`_
+* `Factual Global Location Data <http://www.factual.com/>`_
+* `Global Administrative Areas Database (GADM) <http://www.gadm.org/>`_
+* `Geo Spatial Data from ASU <http://geodacenter.asu.edu/datalist/>`_
+* `GeoNames Worldwide <http://www.geonames.org/>`_
+* `Natural Earth - vectors and rasters of the world <http://www.naturalearthdata.com/>`_
+* `Open Street Map (OSM) <http://wiki.openstreetmap.org/wiki/Downloading_data>`_
+* `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/>`_
 
 
 Government
 ----------
 
-* `Australia <http://www.abs.gov.au/AUSSTATS/abs@.nsf/DetailsPage/3301.02009?OpenDocument>`_ (abs.gov.au)
-* `Australia <https://data.gov.au/>`_ (data.gov.au)
+* `Australia (abs.gov.au) <http://www.abs.gov.au/AUSSTATS/abs@.nsf/DetailsPage/3301.02009?OpenDocument>`_
+* `Australia (data.gov.au) <https://data.gov.au/>`_
 * `Canada <http://www.data.gc.ca/default.asp?lang=En&n=5BCD274E-1>`_
 * `Chicago <https://data.cityofchicago.org/>`_
 * `EuroStat <http://ec.europa.eu/eurostat/data/database>`_
@@ -185,10 +185,10 @@ Government
 Healthcare
 ----------
 
-* `EHDP Large Health Data Sets - A collection of health datasets across domains and countries. <http://www.ehdp.com/vitalnet/datasets.htm>`_
-* `Gapminder World - A collection of multi-domain, demographic databases for our world. <http://www.gapminder.org/data/>`_
-* `Medicare Coverage Database (MCD) - Containing national and local Coverage Determinations. <http://www.cms.gov/medicare-coverage-database/>`_
-* `Medicare Data Engine - Download, explore, and visualize Medicare.gov Data. <https://data.medicare.gov/>`_
+* `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/>`_
 * `Medicare Data File <http://go.cms.gov/19xxPN4>`_
 
 
@@ -196,28 +196,29 @@ Healthcare
 Image Processing
 ----------------
 
-* `2GB of Photos of Cats - 10K cat images with basic annotations. <http://137.189.35.203/WebUI/CatDatabase/catData.html>`_
-* `Face Recognition Benchmark - A collection of face datasets for benchmarking algorithms. <http://www.face-rec.org/databases/>`_
-* `ImageNet - An image database organized according to the WordNet hierarchy. <http://www.image-net.org/>`_
+* `2GB of Photos of Cats <http://137.189.35.203/WebUI/CatDatabase/catData.html>`_
+* `Face Recognition Benchmark <http://www.face-rec.org/databases/>`_
+* `ImageNet - an image database in WordNet hierarchy <http://www.image-net.org/>`_
 
 
 Machine Learning
 ----------------
 
-* `Delve Datasets (Univ. of Toronto) - Evaluating datasets for classification and regression. <http://www.cs.toronto.edu/~delve/data/datasets.html>`_
-* `eBay Online Auctions (2012) - Seller-auction-bidder data with closing prices. <http://www.modelingonlineauctions.com/datasets>`_
-* `IMDb Database - An online database of films, TB programs, and video games. <http://www.imdb.com/interfaces>`_
-* `Keel Repository - Multiple datasets for classification, regression, time series. <http://sci2s.ugr.es/keel/datasets.php>`_
-* `Lending Club Loan Data - Loan status (Current, Late, Fully Paid, etc.) and latest payment info. <https://www.lendingclub.com/info/download-data.action>`_
-* `Machine Learning Data Set Repository - A data search engine for machine learning tasks. <http://mldata.org/>`_
-* `Million Song Dataset - Audio features and metadata for a million popular music tracks. <http://labrosa.ee.columbia.edu/millionsong/>`_
-* `More Song Datasets - Complementary data of cover songs, lyrics, user listening data. <http://labrosa.ee.columbia.edu/millionsong/pages/additional-datasets>`_
-* `MovieLens Data Sets - Online movie recommendation including movie tags, user ratings. <http://grouplens.org/datasets/movielens/>`_
+* `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/>`_
 * `RDataMining - "R and Data Mining" ebook data <http://www.rdatamining.com/data>`_
-* `Registered Meteorites on Earth - 34,513 meteorites updated to 2012. <http://www.analyticbridge.com/profiles/blogs/registered-meteorites-that-has-impacted-on-earth-visualized>`_
-* `Restaurants Health Score Data - Health status of restaurants in San Francisco. <http://missionlocal.org/san-francisco-restaurant-health-inspections/>`_
-* `UCI Machine Learning Repository - One of most famous ML data repositories. <http://archive.ics.uci.edu/ml/>`_
-* `Yahoo Ratings and Classification Data - About music, movies, user clicks, images etc. <http://webscope.sandbox.yahoo.com/catalog.php?datatype=r>`_
+* `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>`_
 
 
 Museums
@@ -229,36 +230,30 @@ Museums
 * `The Getty vocabularies <http://vocab.getty.edu>`_
 
 
-Music
------
-
-* `Discogs Data - Monthly dumps of Discogs Release, Artist and Label data. <http://www.discogs.com/data/>`_
-
-
 Natural Language
 ----------------
 
-* `ClueWeb09 FACC - Annotated English-language Web pages from the ClueWeb09 corpora. <http://lemurproject.org/clueweb09/FACC1/>`_
-* `ClueWeb12 FACC - Annotated English-language Web pages from the ClueWeb12 corpora. <http://lemurproject.org/clueweb12/FACC1/>`_
-* `DBpedia - Multi-domain ontology describing 4.58M “things” with 583M “facts”. <http://wiki.dbpedia.org/Datasets>`_
-* `Flickr Personal Taxonomies - Personalized tagging pictures with descriptive labels. <http://www.isi.edu/~lerman/downloads/flickr/flickr_taxonomies.html>`_
-* `Google Books Ngrams (2.2TB) - N-gram corpuses extracted from Google Books. <http://aws.amazon.com/datasets/8172056142375670>`_
-* `Google Web 5gram (1TB, 2006) - 5-gram corpuses extracted from Web pages. <https://catalog.ldc.upenn.edu/LDC2006T13>`_
-* `Gutenberg eBooks List - Basic information about each eBook from Project Gutenberg. <http://www.gutenberg.org/wiki/Gutenberg:Offline_Catalogs>`_
-* `Hansards - 1.3M aligned text chunks from official records of Canadian Parliament. <http://www.isi.edu/natural-language/download/hansard/>`_
-* `Machine Translation - The recurring translation task focusing on European languages. <http://statmt.org/wmt11/translation-task.html#download>`_
-* `SMS Spam Collection - 5,574 real English messages, labled as being ham or spam. <http://www.dt.fee.unicamp.br/~tiago/smsspamcollection/>`_
-* `USENET corpus - A collection of public USENET postings between Oct 2005 and Jan 2011. <http://www.psych.ualberta.ca/~westburylab/downloads/usenetcorpus.download.html>`_
-* `Wikidata - Wikipedia databases available in JSON and XML formats. <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, associated packages and tools. <http://wordnet.princeton.edu/wordnet/download/>`_
+* `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>`_
+* `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/>`_
+* `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/>`_
 
 
 Physics
 -------
 
-* `CERN Open Data Portal - Experimental data of CMS experiment, ALICE, ATLAS and LHCb <http://opendata.cern.ch/>`_
-* `NSSDC (NASA) - More than 230 TB of data from about 550 space science spacecraft <http://nssdc.gsfc.nasa.gov/nssdc/obtaining_data.html>`_
+* `CERN Open Data Portal <http://opendata.cern.ch/>`_
+* `NSSDC (NASA) data of 550 space spacecraft <http://nssdc.gsfc.nasa.gov/nssdc/obtaining_data.html>`_
 
 
 Public Domains
@@ -289,77 +284,77 @@ Public Domains
 Search Engines
 --------------
 
-* `Academic Torrents (UMB) - Sharing enormous datasets, for researchers, by researchers. <http://academictorrents.com/>`_
-* `Archive-it - Web archiving service built at the Internet Archive <https://www.archive-it.org/explore?show=Collections>`_
-* `Datahub.io - The easy way to get, use and share data <http://datahub.io/dataset>`_
+* `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>`_
 * `DataMarket (Qlik) <https://datamarket.com/data/list/?q=all>`_
-* `Freebase.com - A community-curated database of well-known people, places, and things <http://www.freebase.com/>`_
-* `Harvard Dataverse Network - Scientific data for reproducible research <http://thedata.harvard.edu/dvn/>`_
-* `ICPSR (UMICH) - Find and analyze data <http://www.icpsr.umich.edu/icpsrweb/ICPSR/index.jsp>`_
-* `Statista.com - Statistics and Studies from more than 18,000 Sources <http://www.statista.com/>`_
+* `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>`_
+* `Statista.com - statistics and Studies <http://www.statista.com/>`_
 
 
 Social Sciences
 ---------------
 
-* `Ancestry.com Forum Dataset - Forum users and messages over ten years <http://www.cs.cmu.edu/~jelsas/data/ancestry.com/>`_
-* `CMU Enron Email - 150 users, mostly senior management of Enron <http://www.cs.cmu.edu/~enron/>`_
-* `Facebook Data Scrape (2005) - 100 American colleges and univ. <https://archive.org/details/oxford-2005-facebook-matrix>`_
+* `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/>`_
+* `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 (2010, 2011) - Social networks, check-in locations and categories <http://www.public.asu.edu/~hgao16/dataset.html>`_
-* `Foursquare from UMN/Sarwat (2013) - Users, venues, check-ins, ratings etc. <https://archive.org/details/201309_foursquare_dataset_umn>`_
-* `General Social Survey (GSS, since 1972) - Demographic and attitudinal questions, topics etc. <http://www3.norc.org/GSS+Website/>`_
-* `GetGlue - Users rating TV shows <http://bit.ly/1aL8XS0>`_
-* `GitHub Archive - Programmers collaboration, projects progress etc. <http://www.githubarchive.org/>`_
-* `Mobile Social Networks (UMASS) - Timestamped mote-to-mote (up to 27 subjects) connections <https://kdl.cs.umass.edu/display/public/Mobile+Social+Networks>`_
-* `PewResearch Internet Project - A wide range of surveys about library usage, online dating etc. <http://www.pewinternet.org/datasets/pages/2/>`_
-* `SourceForge.net Research Data - Historic and status statistics of projects and users' activities <http://www.nd.edu/~oss/Data/data.html>`_
-* `Stack Exchange Data Explorer - User-contributed content on the Stack Exchange network <http://data.stackexchange.com/help>`_
-* `Titanic Survival Data Set - Demographic information of Titanic passengers <http://bit.do/dataset-titanic-csv-zip>`_
-* `Twitter Graph - Crawled entire Twitter site including tweets, user profiles, relations <http://an.kaist.ac.kr/traces/WWW2010.html>`_
-* `UCB's Archive of Social Science Data (D-Lab) - Holdings of political, social and health areas <http://ucdata.berkeley.edu/>`_
-* `UCLA Social Sciences Data Archive - A collection of social science data on the Web <http://dataarchives.ss.ucla.edu/Home.DataPortals.htm>`_
-* `UNIMI/LAW Social Network Datasets - Social networks like amazon, LiveJournal, dblp and more <http://law.di.unimi.it/datasets.php>`_
-* `Universities Worldwide - Links to 9307 Universities in 205 countries <http://univ.cc/>`_
-* `UPJOHN for Employment Research - Labor surveys, unemployment spells and more <http://www.upjohn.org/erdc/erdc.html>`_
-* `Yahoo Graph and Social Data - Web page graph, user-group membership, IM friends etc. <http://webscope.sandbox.yahoo.com/catalog.php?datatype=g>`_
-* `Youtube Video Graph (2007,2008) - Video relations, uploaders, views, ratings and more <http://netsg.cs.sfu.ca/youtubedata/>`_
+* `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/>`_
+* `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/>`_
+* `SourceForge.net Research Data <http://www.nd.edu/~oss/Data/data.html>`_
+* `StackExchange Data Explorer <http://data.stackexchange.com/help>`_
+* `Titanic Survival Data Set <http://bit.do/dataset-titanic-csv-zip>`_
+* `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/>`_
 
 
 Sports
 ------
 
-* `Betfair Event Results - Fully time-stamped historical Betfair exchange data <http://data.betfair.com/>`_
-* `Cricsheet (baseball) - Thousands of Cricket matches <http://cricsheet.org/>`_
-* `Ergast Formula 1, from 1950 up to date (API available) <http://ergast.com/mrd/db>`_
+* `Betfair Historical Exchange Data <http://data.betfair.com/>`_
+* `Cricsheet Matches (baseball) <http://cricsheet.org/>`_
+* `Ergast Formula 1, from 1950 up to date (API) <http://ergast.com/mrd/db>`_
 * `Football/Soccer resouces (data and APIs) <http://www.jokecamp.com/blog/guide-to-football-and-soccer-data-and-apis/>`_
-* `Lahman's Baseball Database - Batting and pitching statistics, team stats etc. <http://www.seanlahman.com/baseball-archive/statistics/>`_
-* `Retrosheet (baseball) - Play-by-Play files, game logs and schedules <http://www.retrosheet.org/game.htm>`_
+* `Lahman's Baseball Database <http://www.seanlahman.com/baseball-archive/statistics/>`_
+* `Retrosheet Baseball Statistics <http://www.retrosheet.org/game.htm>`_
 
 
 Time Series
 -----------
 
-* `Time Series data Library (TSDL), created by Rob Hyndman, MU <https://datamarket.com/data/list/?q=provider:tsdl>`_
-* `UC Riverside Time Series, for classification and clustering. <http://www.cs.ucr.edu/~eamonn/time_series_data/>`_
+* `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,  used by ASA Challenge 2009 <http://stat-computing.org/dataexpo/2009/the-data.html>`_
-* `Bike Share Data Systems - Trip histories, site maps etc. <https://github.com/BetaNYC/Bike-Share-Data-Best-Practices/wiki/Bike-Share-Data-Systems>`_
-* `Edge data for US domestic flights 1990 to 2009 <http://data.memect.com/?p=229>`_
-* `Half a million Hubway 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 by Chris Whong <https://archive.org/details/nycTaxiTripData2013>`_
-* `OpenFlights - Airport, airline and route data <http://openflights.org/data.html>`_
-* `RITA Airline On-Time Performance data of major air carriers in US <http://www.transtats.bts.gov/Tables.asp?DB_ID=120>`_
+* `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>`_
+* `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>`_
 * `RITA/BTS transport data collection (TranStat) <http://www.transtats.bts.gov/DataIndex.asp>`_
-* `Transport for London (TFL) - Trip histories and networking statistics <http://www.tfl.gov.uk/info-for/open-data-users/our-feeds>`_
-* `Travel Tracker Survey (TTS), Chicago, 1990, 2007-2008 <http://www.cmap.illinois.gov/data/transportation/travel-tracker-survey>`_
+* `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>`_
 * `U.S. Bureau of Transportation Statistics (BTS) <http://www.rita.dot.gov/bts/>`_
-* `U.S. Freight Analysis Framework - Freight movement among states since 2007 <http://ops.fhwa.dot.gov/freight/freight_analysis/faf/index.htm>`_
+* `U.S. Domestic Flights 1990 to 2009 <http://data.memect.com/?p=229>`_
+* `U.S. Freight Analysis Framework since 2007 <http://ops.fhwa.dot.gov/freight/freight_analysis/faf/index.htm>`_
 
 
 Complementary Collections
@@ -369,4 +364,4 @@ Complementary Collections
 * 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>`_
-* StaTrek: `Leveraging open data to understand urban lives <http://hsiamin.com/posts/2014/10/23/leveraging-open-data-to-understand-urban-lives/>`_
+* StaTrek: `Leveraging open data to understand urban lives <http://hsiamin.com/posts/2014/10/23/leveraging-open-data-to-understand-urban-lives/>`_
\ No newline at end of file

From bcba2f0ccc36acf41c09084857d1b23c1b048088 Mon Sep 17 00:00:00 2001
From: Xiaming Chen <chenxm35@gmail.com>
Date: Sat, 31 Jan 2015 17:21:26 +0800
Subject: [PATCH 03/17] Remove format error

---
 README.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.rst b/README.rst
index 2a43faf..45e0fbd 100644
--- a/README.rst
+++ b/README.rst
@@ -235,7 +235,7 @@ Natural Language
 
 * `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>`_
+* `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>`_
 * `Google Books Ngrams (2.2TB) <http://aws.amazon.com/datasets/8172056142375670>`_
 * `Google Web 5gram (1TB, 2006) <https://catalog.ldc.upenn.edu/LDC2006T13>`_

From 93111c8fc5015d4423a38443acc7f72edf016569 Mon Sep 17 00:00:00 2001
From: "Dana \"Dani\"" <danalitovsky@gmail.com>
Date: Tue, 3 Feb 2015 13:55:36 -0600
Subject: [PATCH 04/17] Update README.rst

Added Dallas, Denver, Seattle city open data
---
 README.rst | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/README.rst b/README.rst
index 45e0fbd..0367bda 100644
--- a/README.rst
+++ b/README.rst
@@ -153,6 +153,8 @@ Government
 * `Australia (data.gov.au) <https://data.gov.au/>`_
 * `Canada <http://www.data.gc.ca/default.asp?lang=En&n=5BCD274E-1>`_
 * `Chicago <https://data.cityofchicago.org/>`_
+* `Dallas Open Data <https://www.dallasopendata.com/>`_
+* `Denver Open Data <http://data.denvergov.org//>`_
 * `EuroStat <http://ec.europa.eu/eurostat/data/database>`_
 * `FedStats <http://www.fedstats.gov/cgi-bin/A2Z.cgi>`_
 * `Germany <https://www-genesis.destatis.de/genesis/online>`_
@@ -167,6 +169,7 @@ Government
 * `OECD <http://www.oecd.org/document/0,3746,en_2649_201185_46462759_1_1_1_1,00.html>`_
 * `Open Government Data (OGD) Platform India <http://www.data.gov.in/>`_
 * `San Francisco Data sets <http://datasf.org/>`_
+* `Seattle <https://data.seattle.gov/>`_
 * `South Africa <http://beta2.statssa.gov.za/>`_
 * `The World Bank <http://wdronline.worldbank.org/>`_
 * `U.K. Government Data <http://data.gov.uk/data>`_
@@ -364,4 +367,4 @@ Complementary Collections
 * 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>`_
-* StaTrek: `Leveraging open data to understand urban lives <http://hsiamin.com/posts/2014/10/23/leveraging-open-data-to-understand-urban-lives/>`_
\ No newline at end of file
+* StaTrek: `Leveraging open data to understand urban lives <http://hsiamin.com/posts/2014/10/23/leveraging-open-data-to-understand-urban-lives/>`_

From 6608a4db4228e300e7110eeecfff443b657eb164 Mon Sep 17 00:00:00 2001
From: gwulfs <you@example.com>
Date: Wed, 4 Feb 2015 14:36:47 -0500
Subject: [PATCH 05/17] add dataset

---
 README.rst | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.rst b/README.rst
index 0367bda..3d236b1 100644
--- a/README.rst
+++ b/README.rst
@@ -340,6 +340,7 @@ 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/>`_
+* `Hard Drive Failure Rates <https://www.backblaze.com/hard-drive-test-data.html>`_
 
 
 Transportation

From 854741f3668bdbe502d4050b9ece47a027dcf172 Mon Sep 17 00:00:00 2001
From: "Jamin X. Chen" <chenxm35@gmail.com>
Date: Thu, 5 Feb 2015 10:27:24 +0800
Subject: [PATCH 06/17] Add serveral datasets contributed by community

---
 README.rst | 15 +++++++++++++--
 1 file changed, 13 insertions(+), 2 deletions(-)

diff --git a/README.rst b/README.rst
index 3d236b1..e3bfdb8 100644
--- a/README.rst
+++ b/README.rst
@@ -134,11 +134,12 @@ GeoSpace/GIS
 ------------
 
 * `BODC - marine data of ~22K vars <http://www.bodc.ac.uk/data/where_to_find_data/>`_
+* `Cambridge, MA, US, GIS data on GitHub <http://cambridgegis.github.io/gisdata.html>`_
 * `EOSDIS - NASA's earth observing system data <http://sedac.ciesin.columbia.edu/data/sets/browse>`_
 * `Factual Global Location Data <http://www.factual.com/>`_
-* `Global Administrative Areas Database (GADM) <http://www.gadm.org/>`_
 * `Geo Spatial Data from ASU <http://geodacenter.asu.edu/datalist/>`_
 * `GeoNames Worldwide <http://www.geonames.org/>`_
+* `Global Administrative Areas Database (GADM) <http://www.gadm.org/>`_
 * `Natural Earth - vectors and rasters of the world <http://www.naturalearthdata.com/>`_
 * `Open Street Map (OSM) <http://wiki.openstreetmap.org/wiki/Downloading_data>`_
 * `TIGER/Line - U.S. boundaries and roads <http://www.census.gov/geo/maps-data/data/tiger-line.html>`_
@@ -151,12 +152,15 @@ Government
 
 * `Australia (abs.gov.au) <http://www.abs.gov.au/AUSSTATS/abs@.nsf/DetailsPage/3301.02009?OpenDocument>`_
 * `Australia (data.gov.au) <https://data.gov.au/>`_
+* `Brazil <http://dados.gov.br/dataset>`_
+* `Cambridge, MA, US <https://data.cambridgema.gov/>`_
 * `Canada <http://www.data.gc.ca/default.asp?lang=En&n=5BCD274E-1>`_
 * `Chicago <https://data.cityofchicago.org/>`_
 * `Dallas Open Data <https://www.dallasopendata.com/>`_
 * `Denver Open Data <http://data.denvergov.org//>`_
 * `EuroStat <http://ec.europa.eu/eurostat/data/database>`_
 * `FedStats <http://www.fedstats.gov/cgi-bin/A2Z.cgi>`_
+* `France <https://www.data.gouv.fr/en/datasets/>`_
 * `Germany <https://www-genesis.destatis.de/genesis/online>`_
 * `Glasgow, Scotland, UK <http://data.glasgow.gov.uk/>`_
 * `Guardian world governments <http://www.guardian.co.uk/world-government-data>`_
@@ -199,9 +203,14 @@ Healthcare
 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>`_
+* `Affective Image Classification <http://www.imageemotion.org/>`_
 * `Face Recognition Benchmark <http://www.face-rec.org/databases/>`_
-* `ImageNet - an image database in WordNet hierarchy <http://www.image-net.org/>`_
+* `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>`_
 
 
 Machine Learning
@@ -294,6 +303,7 @@ Search Engines
 * `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>`_
+* `Open Data Certificates (beta) <https://certificates.theodi.org/datasets>`_
 * `Statista.com - statistics and Studies <http://www.statista.com/>`_
 
 
@@ -348,6 +358,7 @@ Transportation
 
 * `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>`_
+* `Bay Area Bike Share Data <http://www.bayareabikeshare.com/datachallenge>`_
 * `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>`_

From e546c35955fe54a7c722c64fa86538a12a6b881d Mon Sep 17 00:00:00 2001
From: saurzcode <saurabh.chhajed@gmail.com>
Date: Mon, 23 Feb 2015 17:56:24 +0530
Subject: [PATCH 07/17] Adding Indian Goverment Data Set

---
 README.rst | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.rst b/README.rst
index e3bfdb8..ec33ccc 100644
--- a/README.rst
+++ b/README.rst
@@ -164,6 +164,7 @@ Government
 * `Germany <https://www-genesis.destatis.de/genesis/online>`_
 * `Glasgow, Scotland, UK <http://data.glasgow.gov.uk/>`_
 * `Guardian world governments <http://www.guardian.co.uk/world-government-data>`_
+* `Indian Government  <http://www.data.gov.in>`_
 * `London Datastore, UK <http://data.london.gov.uk/dataset>`_
 * `MassGIS, Massachusetts, U.S. <http://www.mass.gov/anf/research-and-tech/it-serv-and-support/application-serv/office-of-geographic-information-massgis/>`_
 * `Netherlands <https://data.overheid.nl/>`_

From 0c70538c270b1ccffb4538106c8ac16ec99d7bd1 Mon Sep 17 00:00:00 2001
From: saurzcode <saurabh.chhajed@gmail.com>
Date: Mon, 23 Feb 2015 17:58:38 +0530
Subject: [PATCH 08/17] Adding Indian Government Data.

---
 README.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.rst b/README.rst
index ec33ccc..4150713 100644
--- a/README.rst
+++ b/README.rst
@@ -164,7 +164,7 @@ Government
 * `Germany <https://www-genesis.destatis.de/genesis/online>`_
 * `Glasgow, Scotland, UK <http://data.glasgow.gov.uk/>`_
 * `Guardian world governments <http://www.guardian.co.uk/world-government-data>`_
-* `Indian Government  <http://www.data.gov.in>`_
+* `Indian Government Data <http://www.data.gov.in>`_
 * `London Datastore, UK <http://data.london.gov.uk/dataset>`_
 * `MassGIS, Massachusetts, U.S. <http://www.mass.gov/anf/research-and-tech/it-serv-and-support/application-serv/office-of-geographic-information-massgis/>`_
 * `Netherlands <https://data.overheid.nl/>`_

From 6de2446e68db11f2d73ddd470ad8f844a9e7a463 Mon Sep 17 00:00:00 2001
From: gwulfs <you@example.com>
Date: Wed, 25 Feb 2015 22:56:02 -0500
Subject: [PATCH 09/17] blogger corpus

---
 README.rst | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.rst b/README.rst
index 4150713..945ece0 100644
--- a/README.rst
+++ b/README.rst
@@ -246,6 +246,7 @@ Museums
 Natural Language
 ----------------
 
+* `Blogger Corpus <http://u.cs.biu.ac.il/~koppel/BlogCorpus.htm>`_
 * `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>`_

From 575032e57663261be6959ddcc70e752579f8843a Mon Sep 17 00:00:00 2001
From: bore3601 <bore3601@163.com>
Date: Fri, 6 Mar 2015 17:26:38 +0800
Subject: [PATCH 10/17] Update README.rst

---
 README.rst | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.rst b/README.rst
index 945ece0..7250eee 100644
--- a/README.rst
+++ b/README.rst
@@ -334,6 +334,8 @@ Social Sciences
 * `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/>`_
+* `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>`_
 
 
 Sports

From 24f4bdd48b5d979bd5cf53ab152c8394f51bfc20 Mon Sep 17 00:00:00 2001
From: Xiaming <chenxm35@gmail.com>
Date: Wed, 18 Mar 2015 15:03:50 +0800
Subject: [PATCH 11/17] Fix the link of StaTrek

---
 README.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.rst b/README.rst
index 7250eee..2769b9e 100644
--- a/README.rst
+++ b/README.rst
@@ -383,4 +383,4 @@ Complementary Collections
 * 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>`_
-* StaTrek: `Leveraging open data to understand urban lives <http://hsiamin.com/posts/2014/10/23/leveraging-open-data-to-understand-urban-lives/>`_
+* StaTrek: `Leveraging open data to understand urban lives <http://xiaming.me/posts/2014/10/23/leveraging-open-data-to-understand-urban-lives/>`_

From 68fbe5674e6046411fa9ebe15a129b7262b3f5ae Mon Sep 17 00:00:00 2001
From: Xiaming <chenxm35@gmail.com>
Date: Fri, 20 Mar 2015 10:41:24 +0800
Subject: [PATCH 12/17] Fix #21

---
 README.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.rst b/README.rst
index 2769b9e..b2f8392 100644
--- a/README.rst
+++ b/README.rst
@@ -372,7 +372,7 @@ Transportation
 * `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>`_
 * `U.S. Bureau of Transportation Statistics (BTS) <http://www.rita.dot.gov/bts/>`_
-* `U.S. Domestic Flights 1990 to 2009 <http://data.memect.com/?p=229>`_
+* `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>`_
 
 

From 4493cd0c447d0eda3631576165c8cd1ad78cbd48 Mon Sep 17 00:00:00 2001
From: Shaun Walbridge <shaun.walbridge@gmail.com>
Date: Sun, 22 Mar 2015 22:30:09 -0400
Subject: [PATCH 13/17] Add Landsat 8 on Amazon AWS

Landsat 8 access over AWS; includes instructions for access from 5 different providers.
---
 README.rst | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.rst b/README.rst
index b2f8392..28f65bb 100644
--- a/README.rst
+++ b/README.rst
@@ -140,6 +140,7 @@ GeoSpace/GIS
 * `Geo Spatial Data from ASU <http://geodacenter.asu.edu/datalist/>`_
 * `GeoNames Worldwide <http://www.geonames.org/>`_
 * `Global Administrative Areas Database (GADM) <http://www.gadm.org/>`_
+* `Landsat 8 on AWS <https://aws.amazon.com/public-data-sets/landsat/>`_
 * `Natural Earth - vectors and rasters of the world <http://www.naturalearthdata.com/>`_
 * `Open Street Map (OSM) <http://wiki.openstreetmap.org/wiki/Downloading_data>`_
 * `TIGER/Line - U.S. boundaries and roads <http://www.census.gov/geo/maps-data/data/tiger-line.html>`_

From f52376d2707a2f76ea062e5659dae9ac34ca2ae3 Mon Sep 17 00:00:00 2001
From: Nilemar de Barcelos <nilemar.barcelos@triersistemas.com.br>
Date: Mon, 30 Mar 2015 13:06:33 -0300
Subject: [PATCH 14/17] Added dataset for "Number of Ebola Cases and Deaths in
 Affected Countries"

---
 README.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.rst b/README.rst
index 28f65bb..a892d91 100644
--- a/README.rst
+++ b/README.rst
@@ -199,7 +199,7 @@ Healthcare
 * `Medicare Coverage Database (MCD), U.S. <http://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>`_
-
+* `Number of Ebola Cases and Deaths in Affected Countries (2014) <https://data.hdx.rwlabs.org/dataset/ebola-cases-2014>`_
 
 
 Image Processing

From 1423edaa0b87299d573ec97d43554b4e4c338f91 Mon Sep 17 00:00:00 2001
From: gwulfs <you@example.com>
Date: Tue, 31 Mar 2015 17:48:15 -0400
Subject: [PATCH 15/17] criteo

---
 README.rst | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.rst b/README.rst
index 4150713..04b35f3 100644
--- a/README.rst
+++ b/README.rst
@@ -75,6 +75,7 @@ Computer Networks
 * `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/>`_
+* `Criteo click-through data <http://labs.criteo.com/2015/03/criteo-releses-its-new-dataset/>`_
 * `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/>`_
 

From 5c1a131a22966e10fdf4709bf39e42061cdfaaef Mon Sep 17 00:00:00 2001
From: Xiaming <chenxm35@gmail.com>
Date: Wed, 1 Apr 2015 12:56:22 +0800
Subject: [PATCH 16/17] Add GeoLife data and MIT reality mining

---
 README.rst | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.rst b/README.rst
index d81bbb5..c6f59f5 100644
--- a/README.rst
+++ b/README.rst
@@ -323,6 +323,7 @@ Social Sciences
 * `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/>`_
+* `MIT Reality Mining Dataset <http://realitycommons.media.mit.edu/realitymining.html>`_
 * `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/>`_
 * `SourceForge.net Research Data <http://www.nd.edu/~oss/Data/data.html>`_
@@ -365,6 +366,7 @@ Transportation
 * `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>`_
 * `Bay Area Bike Share Data <http://www.bayareabikeshare.com/datachallenge>`_
+* `GeoLife GPS Trajectory from Microsoft Research <http://research.microsoft.com/en-us/downloads/b16d359d-d164-469e-9fd4-daa38f2b2e13/>`_
 * `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>`_

From 4ad9bb7e0d2805fe5165bf59e5442b06934343f7 Mon Sep 17 00:00:00 2001
From: Xiaming <chenxm35@gmail.com>
Date: Wed, 1 Apr 2015 13:09:03 +0800
Subject: [PATCH 17/17] Add D4D challenge

---
 README.rst | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.rst b/README.rst
index c6f59f5..256eb58 100644
--- a/README.rst
+++ b/README.rst
@@ -84,6 +84,7 @@ Data Challenges
 ---------------
 
 * `Challenges in Machine Learning <http://www.chalearn.org/>`_
+* `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 <http://www.kaggle.com/>`_