数据挖掘数据集下载搜集整理版

1、气候监测数据集 http://cdiac.ornl.gov/ftp/ndp026b
 

2、几个实用的测试数据集下载的网站

 

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

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

3、UCI KDD Archive(各类数据集)

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

4、UCI收集的机器学习数据集

 
ftp://pami.sjtu.edu.cn/  

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

 

5、样本数据库

 
http://kdd.ics.uci.edu/
 

WWW-pages were manually classified

 
http://www-2.cs.cmu.edu/afs/cs.cmu.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.cs.cmu.edu/afs/cs.cmu.edu/project/theo-11/www/wwkb/  

 

7、人工智能机器学习

 
http://duch-links.wikispaces.com/
 

8、文本分类，即rainbow的数据集

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

 

9、Statlib
数理统计相关程序库

 
http://liama.ia.ac.cn/SCILAB/scilabindexgb.htm
 
http://lib.stat.cmu.edu/
 
http://lib.stat.cmu.edu/datasets/
 
http://lib.stat.cmu.edu/modules.php?op=modload&name=Downloads&file=index&req=viewdownload&cid=2
 

10、癌症基因：

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

11、金融、医药数据：

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

12、时间序列数据的网址

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

 

13、kdnuggets
相关链接各种数据集：

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

14、德国智能分析和信息系统

 
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、评分数据集

 

    Movielens 电影评分数据

 

    基本数据描述：包括以下三个数据集：

    a.943个用户对1682个电影的10万条评分

    b.6040个用户对3900个电影的1百万条评分

    c.71567个用户对10681个电影的1千万条评分

    http://www.grouplens.org/  

 

    Book-Crossing 书籍评分数据

 

    基本数据描述：包含了278,858个用户对271,379本书籍的1,149,780条评分。该数据集由Cai-Nicolas
Ziegler 在2004年8-9月用4周的时间从Book-Crossing社区用网络爬出。

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

 

    Jester Joke Data Set 笑话评分集合

 

    来自UC Berkeley的Ken Goldberg发布的一个推荐系统使用的数据集。包含关于100个笑话的73,496名用户评分的410万条连续评分。

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

 

    Netflix 数据集

 

    也是电影评分数据集，480,189 个用户，17,770
部电影，100,480,507
条评分记录。与它相比，MovieLens
数据集少了 2
个数量级。它的位置相信会逐渐被 Netflix
数据所替代，这是时代进步的必然结果。

    说明：以上四个均为用户评分数据

 

21、GPS轨迹数据

 

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 动物轨迹
http://www.movebank.org/
 

22、手机WIFI蓝牙

 

A Community Resource for Archiving Wireless Data At Dartmouth
http://crawdad.cs.dartmouth.edu/
 

crowflow  手机和wifi轨迹
http://crowdflow.net/
 

23、OpenStreetMap Data

 

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

24、openpath上传数据+API

 
https://openpaths.cc/   

 

25、FOURSQUARE

 

26、GeoTime

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

 

27、数据堂
http://www.datatang.com/
28、http://www.kdnuggets.com/datasets/

29、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.

 

在下面的网址可以找到reuters数据集

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

关于基金的数据挖掘的网站

 
http://www.gotofund.com/index.asp
 
http://lans.ece.utexas.edu/~strehl/
 

 

 

reuters数据集

 
http://www.research.att.com/~lewis/reuters21578.html
 
http://www-2.cs.cmu.edu/webkb
 
http://www.cs.auc.dk/research/DP/tdb/TimeCenter/TimeCenterPublications/TR-75.pdf
 

 

 

关联：

 
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   

 

 

 

数据挖掘相关比赛以及数据集

 

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

 

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

 

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

 

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

 

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

 

u  InfoVis 2004 Contest, The History of InfoVis.

 

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

 

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

 

 

 

u  KDD CUP 2003

 

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

 

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

 

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

 

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

 

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