Center for Machine Learning and Intelligent Systems 		About  Citation Policy  Donate a Data Set  Contact


Repository Web            Google
View ALL Data Sets

× Check out the beta version of the new UCI Machine Learning Repository we are currently testing! Contact us if you have any issues, questions, or concerns. Click here to try out the new site.

Browse Through:

Default Task

Classification (27)
Regression (13)
Clustering (10)
Other (7)

Attribute Type

Categorical (0)
Numerical (33)
Mixed (2)

Data Type - Undo

Multivariate (98)
Univariate (11)
Sequential (27)
Time-Series (40)
Text (36)
Domain-Theory (16)
Other (15)

Area

Life Sciences (7)
Physical Sciences (4)
CS / Engineering (22)
Social Sciences (0)
Business (1)
Game (1)
Other (5)

# Attributes

Less than 10 (17)
10 to 100 (11)
Greater than 100 (6)

# Instances

Less than 100 (1)
100 to 1000 (7)
Greater than 1000 (29)

Format Type - Undo

Matrix (81)
Non-Matrix (40)

40 Data Sets

Table View  List View

Name

Data Types

Default Task

Attribute Types

# Instances

# Attributes

Year
 

Bach Chorales

Univariate, Time-Series 

 

Categorical, Integer 

100 

6 

 
 

Diabetes

Multivariate, Time-Series 

 

Categorical, Integer 

 

20 

 
 

ICU

Multivariate, Time-Series 

 

Real 

 

 

 
 

Pseudo Periodic Synthetic Time Series

Univariate, Time-Series 

 

 

100000 

 

1999 
 

Robot Execution Failures

Multivariate, Time-Series 

Classification 

Integer 

463 

90 

1999 
 

Spoken Arabic Digit

Multivariate, Time-Series 

Classification 

Real 

8800 

13 

2010 
 

Localization Data for Person Activity

Univariate, Sequential, Time-Series 

Classification 

Real 

164860 

8 

2010 
 

Individual household electric power consumption

Multivariate, Time-Series 

Regression, Clustering 

Real 

2075259 

9 

2012 
 

Gas sensor arrays in open sampling settings

Multivariate, Time-Series 

Classification 

Real 

18000 

1950000 

2013 
 

Activities of Daily Living (ADLs) Recognition Using Binary Sensors

Multivariate, Sequential, Time-Series 

Classification, Clustering 

 

2747 

 

2013 
 

Predict keywords activities in a online social media

Multivariate, Sequential, Time-Series 

 

Integer, Real 

51 

35 

2013 
 

EMG dataset in Lower Limb

Multivariate, Time-Series 

 

Real 

132 

5 

2014 
 

User Identification From Walking Activity

Univariate, Sequential, Time-Series 

Classification, Clustering 

Real 

 

 

2014 
 

ElectricityLoadDiagrams20112014

Time-Series 

Regression, Clustering 

Real 

370 

140256 

2015 
 

Gas sensor array under dynamic gas mixtures

Multivariate, Time-Series 

Classification, Regression 

Real 

4178504 

19 

2015 
 

Greenhouse Gas Observing Network

Multivariate, Time-Series 

Regression 

Real 

2921 

5232 

2015 
 

Machine Learning based ZZAlpha Ltd. Stock Recommendations 2012-2014

Sequential, Time-Series 

Classification 

Real 

314080 

0 

2015 
 

Taxi Service Trajectory - Prediction Challenge, ECML PKDD 2015

Multivariate, Sequential, Time-Series, Domain-Theory 

Clustering, Causal-Discovery 

Real 

1710671 

9 

2015 
 

Indoor User Movement Prediction from RSS data

Multivariate, Sequential, Time-Series 

Classification 

Real 

13197 

4 

2016 
 

Activity Recognition system based on Multisensor data fusion (AReM)

Multivariate, Sequential, Time-Series 

Classification 

Real 

42240 

6 

2016 
 

Air quality

Multivariate, Time-Series 

Regression 

Real 

9358 

15 

2016 
 

Geo-Magnetic field and WLAN dataset for indoor localisation from wristband and smartphone

Multivariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Integer, Real 

153540 

25 

2017 
 

Appliances energy prediction

Multivariate, Time-Series 

Regression 

Real 

19735 

29 

2017 
 

Dynamic Features of VirusShare Executables

Multivariate, Time-Series 

Classification, Regression 

Integer 

107888 

482 

2017 
 

Simulated Falls and Daily Living Activities Data Set

Time-Series 

Classification 

Integer 

3060 

138 

2018 
 

BAUM-1

Time-Series 

Classification 

 

1184 

 

2018 
 

BAUM-2

Time-Series 

Classification 

 

1047 

 

2018 
 

Behavior of the urban traffic of the city of Sao Paulo in Brazil

Multivariate, Time-Series 

Classification, Regression 

Integer, Real 

135 

18 

2018 
 

Parking Birmingham

Multivariate, Univariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Real 

35717 

4 

2019 
 

Detect Malware Types

Multivariate, Time-Series, Text 

Classification 

 

7107 

280 

2019 
 

Basketball dataset

Time-Series 

Classification 

Integer 

10000 

7 

2019 
 

Pedestrian in Traffic Dataset

Multivariate, Sequential, Time-Series 

Classification, Regression, Causal-Discovery 

Real 

4760 

14 

2019 
 

3W dataset

Multivariate, Time-Series 

Classification, Clustering 

Integer, Real 

1984 

8 

2019 
 

WISDM Smartphone and Smartwatch Activity and Biometrics Dataset

Multivariate, Time-Series 

Classification 

Real 

15630426 

6 

2019 
 

Horton General Hospital

Multivariate, Time-Series 

Causal-Discovery 

Integer 

139 

6 

2019 
 

Bar Crawl: Detecting Heavy Drinking

Multivariate, Time-Series 

Classification, Regression 

Real 

14057567 

3 

2020 
 

Bar Crawl: Detecting Heavy Drinking

Multivariate, Time-Series 

Classification, Regression 

Real 

14057567 

3 

2020 
 

selfBACK

Time-Series 

Classification, Clustering 

Real 

26136 

6 

2020 
 

BitcoinHeistRansomwareAddressDataset

Multivariate, Time-Series 

Classification, Clustering 

Integer, Real 

2916697 

10 

2020 
 

Intelligent Media Accelerometer and Gyroscope (IM-AccGyro) Dataset

Time-Series 

Classification 

Real 

800 

9 

2020 

Supported By:

 In Collaboration With:
About  ||  Citation Policy  ||  Donation Policy  ||  Contact  ||  CML