1、氣候監測數據集?http://cdiac.ornl.gov/ftp/ndp026b

2、幾個實用的測試數據集下載的網站

? ?Data for MATLAB hackers?（Handwritten Digits、Faces、Text）

? ?http://www.cs.toronto.edu/~roweis/data.html

3、UCI KDD Archive(各類數據集)

? ?http://kdd.ics.uci.edu/summary.task.type.html

? ?http://kdd.ics.uci.edu/summary.data.type.html

4、UCI收集的機器學習數據集

? ?ftp://pami.sjtu.edu.cn/ ?

? ?http://www.ics.uci.edu/~mlearn//MLRepository.htm ?

5、樣本數據庫

? ?http://kdd.ics.uci.edu/

? ?WWW-pages were manually classified

? ?http://www-2.csNaNu.edu/afs/csNaNu.edu/project/theo-20/www/data/ ?

6、CMU World Wide Knowledge Base (Web->KB) project(classified web pages、relational data describing pages and hyperlinks)

? ?http://www-2.csNaNu.edu/afs/csNaNu.edu/project/theo-11/www/wwkb/ ?

7、人工智能機器學習

? ?http://duch-links.wikispaces.com/

8、文本分類，即rainbow的數據集

? ?http://www-2.csNaNu.edu/afs/cs/project/theo-11/www/naive-bayes.html ?

9、Statlib?數理統計相關程序庫

? ?http://liama.ia.ac.cn/SCILAB/scilabindexgb.htm

? ?http://lib.statNaNu.edu/

? ?http://lib.statNaNu.edu/datasets/

? ?http://lib.statNaNu.edu/modules.php?op=modload&name=Downloads&file=index&req=viewdownload&cid=2

10、癌癥基因：

? ?http://www.broad.mit.edu/cgi-bin/cancer/datasets.cgi

11、金融、醫藥數據：

? ?http://lisp.vse.cz/pkdd99/Challenge/chall.htm

12、時間序列數據的網址

? ?http://www.stat.wisc.edu/~reinsel/bjr-data/ ?

13、kdnuggets?相關鏈接各種數據集：

? ?http://www.kdnuggets.com/datasets/index.html

14、德國智能分析和信息系統

? ?http://www.mlnet.org/cgi-bin/mlnetois.pl/?File=datasets.html ?

? ?http://dctc.sjtu.edu.cn/adaptive/datasets/ ?

? ?http://fimi.cs.helsinki.fi/data/ ?

15、IBM智能信息

? ?http://www-958.ibm.com/software/data/cognos/manyeyes/datasets

? ?http://www.almaden.ibm.com/software/quest/Resources/index.shtml

16、Frequent Set Counting

? ?http://miles.cnuce.cnr.it/~palmeri/datam/DCI/datasets.php

17、評分數據集

??Movielens?電影評分數據

? ?基本數據描述：包括以下三個數據集：

? ?a.943個用戶對1682個電影的10萬條評分

? ?b.6040個用戶對3900個電影的1百萬條評分

? ?c.71567個用戶對10681個電影的1千萬條評分

? ?http://www.grouplens.org/ ?

?

? ?Book-Crossing?書籍評分數據

? ?基本數據描述：包含了278,858個用戶對271,379本書籍的1,149,780條評分。該數據集由Cai-Nicolas Ziegler?在2004年8-9月用4周的時間從Book-Crossing社區用網絡爬出。

? ?http://www.informatik.uni-freiburg.de/~cziegler/BX/

?

??Jester Joke Data Set?笑話評分集合

? ?來自UC Berkeley的Ken Goldberg發布的一個推薦系統使用的數據集。包含關于100個笑話的73,496名用戶評分的410萬條連續評分。

? ?http://www.ieor.berkeley.edu/~goldberg/jester-data/

?

? Netflix?數據集

? ?也是電影評分數據集，480,189?個用戶，17,770?部電影，100,480,507?條評分記錄。與它相比，MovieLens?數據集少了?2?個數量級。它的位置相信會逐漸被?Netflix?數據所替代，這是時代進步的必然結果。

? ?說明：以上四個均為用戶評分數據

18、GPS軌跡數據

? ?GeoLife GPS Trajectories

? ?http://research.microsoft.com/en-us/downloads/b16d359d-d164-469e-9fd4-daa38f2b2e13/default.aspx ?

?

? ?GPS Trajectories with transportation mode labels

? ?http://research.microsoft.com/apps/pubs/?id=141896

?

? ?Movebank?動物軌跡

? ?http://www.movebank.org/

19、手機WIFI藍牙

A Community Resource for Archiving Wireless Data At Dartmouth

? ?http://crawdad.cs.dartmouth.edu/

? ?crowflow ?手機和wifi軌跡

? ?http://crowdflow.net/

20、OpenStreetMap Data

? ?planet.openstreetmap.org?或者?http://metro.teczno.com/

21、openpath上傳數據+API

? ?https://openpaths.cc/ ?

22、FOURSQUARE

23、GeoTime

? ?http://www.geotime.com/GeoTime(s)/January-2012/Cupid-Strikes-Again--Time-Series---GIS--Together-a.aspx ?

24、數據堂

? ?http://www.datatang.com/

25、http://www.kdnuggets.com/datasets/

26、http://appsrv.cse.cuhk.edu.hk/~kdd/data_collection.html

IBM Almaden Research Center Data Mining Projects

Data Sets:

· ? ? ? ??Synthetic Data Generation Code for Associations and Sequential Patterns

· ? ? ? ??Synthetic Data Generation Code for Classification

· ? ? ? ??"Dense" Data-Sets (apriori binary format, 3.2Mb)

· ? ? ? ??Enron Email Data Set

Demos:

· ? ? ? ??General Visualizations for Associations

· ? ? ? ??Visualization Demo: Market Basket Analysis

?

IBM Intelligent Miner:

?

· ? ? ? ??IBM Intelligent Miner for Data

· ? ? ? ??Video and image clips from IBM Data Mining T.V. Ad

IBM Data Mining Resources:

· ? ? ? ??Business Intelligence Solutions ? Our colleagues offering data mining consultancy and services.

· ? ? ? ??Data Abstraction Research Group ? Our colleagues in IBM Thomas J. Watson Research Center. ? Our colleagues in France.

· ? ? ? ??Data Mining: Extending the Information Warehouse Framework ? IBM White Paper on Data Mining.

在下面的網址可以找到reuters數據集

? ?http://www.research.att.com/~lewis/reuters21578.html

關于基金的數據挖掘的網站

? ?http://www.gotofund.com/index.asp

? ?http://lans.ece.utexas.edu/~strehl/

reuters數據集

? ?http://www.research.att.com/~lewis/reuters21578.html

? ?http://www-2.csNaNu.edu/webkb

? ?http://www.cs.auc.dk/research/DP/tdb/TimeCenter/TimeCenterPublications/TR-75.pdf

關聯：

? ?http://flow.dl.sourceforge.net/sourceforge/weka/regression-datasets.jar

? ?http://www.phys.uni.torun.pl/~duch/software.html

WEKA：

? ?http://flow.dl.sourceforge.net/sourceforge/weka/regression-datasets.jar ?

1。A jarfile containing 37 classification problems, originally obtained from the UCI repository

? ?http://prdownloads.sourceforge.net/weka/datasets-UCI.jar ?

2。A jarfile containing 37 regression problems, obtained from various sources

? ?http://prdownloads.sourceforge.net/weka/datasets-numeric.jar ?

3。A jarfile containing 30 regression datasets collected by Luis Torgo

? ?http://prdownloads.sourceforge.net/weka/regression-datasets.jar ?

數據挖掘相關比賽以及數據集

• 2005 University of California data mining contest, predicting bad accounts and their churn date using real-world CRM data, deadline June 30, 2005.

• ILP 2005 Challenge, on the prediction of functional classes of genes.

• KDD Cup 2005, on classifying internet user search queries, deadline July 8.

• Data Mining Cup 2005 (Chemnitz, Germany), for students; topic: How data mining can ascertain the risk of loss of payments and reduce this risk.

• ?KDD Cup 2004, focuses on data-mining for a several performance criteria using datasets frombioinformatics and quantum physics.

• ?InfoVis 2004 Contest, The History of InfoVis.

• DATA MINING CUP 2004 (Chemnitz, Germany), for students.

• InfoVis 2003 Contest: Visualization and Pair Wise Comparison of Trees, results announced Sep 5, 2003.

• KDD CUP 2003

• ?http://www.cs.cornell.edu/projects/kddcup/index.html

• ?KDD Cup 2003, focuses on problems motivated by network mining and the analysis of usage logs.

• DATA MINING CUP 2003 (Chemnitz, Germany). The task is to identify spam emails before they reach the user′s mailbox.

• ?KDD Cup 2002, focus on data mining in molecular biology.

• ?Student Data Mining Cup (2002), Chemnitz University and Prudential Systems.

轉載于:https://www.cnblogs.com/codeOfLife/p/6773825.html

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