数据集(二)
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.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、人工智能机器学习
http://duch-links.wikispaces.com/
8、文本分类，即rainbow的数据集
http://www-2.csNaNu.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.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
18、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/
19、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/
20、OpenStreetMap Data
planet.openstreetmap.org 或者 http://metro.teczno.com/
21、openpath上传数据+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、数据堂
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.csNaNu.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
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2005 University of California data mining contest, predicting bad accounts and their churn date using real-world CRM data, deadline June 30, 2005.
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ILP 2005 Challenge, on the prediction of functional classes of genes.
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KDD Cup 2005, on classifying internet user search queries, deadline July 8.
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Data Mining Cup 2005 (Chemnitz, Germany), for students; topic: How data mining can ascertain the risk of loss of payments and reduce this risk.
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KDD Cup 2004, focuses on data-mining for a several performance criteria using datasets frombioinformatics and quantum physics.
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InfoVis 2004 Contest, The History of InfoVis.
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DATA MINING CUP 2004 (Chemnitz, Germany), for students.
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InfoVis 2003 Contest: Visualization and Pair Wise Comparison of Trees, results announced Sep 5, 2003.
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KDD CUP 2003
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http://www.cs.cornell.edu/projects/kddcup/index.html
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KDD Cup 2003, focuses on problems motivated by network mining and the analysis of usage logs.
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DATA MINING CUP 2003 (Chemnitz, Germany). The task is to identify spam emails before they reach the user′s mailbox.
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KDD Cup 2002, focus on data mining in molecular biology.
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Student Data Mining Cup (2002), Chemnitz University and Prudential Systems.
