Title: Collections TODO: Organize these somehow, add one-line blurbs Organize by usage? (classification, recommendation etc.) ## Collections of Collections - [ML Data](http://mldata.org/about/) ... repository supported by Pascal 2. - [DBPedia](http://wiki.dbpedia.org/Downloads30) - [UCI Machine Learning Repo](http://archive.ics.uci.edu/ml/) - [http://mloss.org/community/blog/2008/sep/19/data-sources/](http://mloss.org/community/blog/2008/sep/19/data-sources/) - [Linked Library Data](http://ckan.net/group/lld) via CKAN - [InfoChimps](http://infochimps.com/) Free and purchasable datasets - [http://www.linkedin.com/groupItem?view=&srchtype=discussedNews&gid=3638279&item=35736572&type=member&trk=EML_anet_ac_pst_ttle](http://www.linkedin.com/groupItem?view=&srchtype=discussedNews&gid=3638279&item=35736572&type=member&trk=EML_anet_ac_pst_ttle) LinkedIn discussion of lots of data sets ## Categorization Data - [20Newsgroups](http://people.csail.mit.edu/jrennie/20Newsgroups/) - [RCV1 data set](http://jmlr.csail.mit.edu/papers/volume5/lewis04a/lyrl2004_rcv1v2_README.htm) - [10 years of CLEF Data](http://direct.dei.unipd.it/) - [http://ece.ut.ac.ir/DBRG/Hamshahri/](http://ece.ut.ac.ir/DBRG/Hamshahri/) (Approximately 160k categorized docs) There is a newer beta verson here:[http://ece.ut.ac.ir/DBRG/Hamshahri/ham2/](http://ece.ut.ac.ir/DBRG/Hamshahri/ham2/) (Approximately 320k categorized docs) - Lending Club load data [https://www.lendingclub.com/info/download-data.action](https://www.lendingclub.com/info/download-data.action) ## Recommendation Data - [Book usage and recommendation data from the University of Huddersfield](http://library.hud.ac.uk/data/usagedata/) - [Last.fm](http://denoiserthebetter.posterous.com/music-recommendation-datasets) \- Non-commercial use only - [Amazon Product Review Data via Jindal and Liu](http://www.cs.uic.edu/~liub/FBS/sentiment-analysis.html) -- Scroll down - [GroupLens/MovieLens Movie Review Dataset](http://www.grouplens.org/node/73) ## Multilingual Data - [http://urd.let.rug.nl/tiedeman/OPUS/OpenSubtitles.php](http://urd.let.rug.nl/tiedeman/OPUS/OpenSubtitles.php) \- 308,000 subtitle files covering about 18,900 movies in 59 languages (July 2006 numbers). This is a curated collection of subtitles from an aggregation site, [http://www.openSubTitles.org] The original site, OpenSubtitles.org, is up to 1.6m subtitles files. - [Statistical Machine Translation](http://www.statmt.org/) \- devoted to all things language translation. Includes multilingual corpuses of European and Canadian legal tomes. ## Geospatial - [Natural Earth Data](http://www.naturalearthdata.com/) - [Open Street Maps](http://wiki.openstreetmap.org/wiki/Main_Page) And other crowd-sourced mapping data sites. ## Airline - [Open Flights](http://openflights.org/) \- Crowd-sourced database of airlines, flights, airports, times, etc. - [Airline on-time information - 1987-2008](http://stat-computing.org/dataexpo/2009/) \- 120m CSV records, 12G uncompressed ## General Resources - [theinfo](http://theinfo.org/) - [WordNet](http://wordnet.princeton.edu/obtain) - [Common Crawl](http://www.commoncrawl.org/) \- freely available web crawl on EC2 ## Stuff - [http://www.cs.technion.ac.il/~gabr/resources/data/ne_datasets.html](http://www.cs.technion.ac.il/~gabr/resources/data/ne_datasets.html) - [4 Universities Data Set](http://www-2.cs.cmu.edu/afs/cs.cmu.edu/project/theo-20/www/data/) - [Large crawl of Twitter](http://an.kaist.ac.kr/traces/WWW2010.html) - [UniProt](http://beta.uniprot.org/) - [http://www.icwsm.org/2009/data/](http://www.icwsm.org/2009/data/) - [http://data.gov](http://data.gov) - [http://www.ckan.net/](http://www.ckan.net/) - [http://www.guardian.co.uk/news/datablog/2010/jan/07/government-data-world](http://www.guardian.co.uk/news/datablog/2010/jan/07/government-data-world) - [http://data.gov.uk/](http://data.gov.uk/) - [51,000 US Congressional Bills tagged](http://www.ark.cs.cmu.edu/bills/)