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Default Task

Classification (48)
Regression (16)
Clustering (20)
Other (10)

Attribute Type

Categorical (0)
Numerical (53)
Mixed (7)

Data Type - Undo

Multivariate (281)
Univariate (16)
Sequential (36)
Time-Series (65)
Text (32)
Domain-Theory (22)
Other (21)

Area

Life Sciences (8)
Physical Sciences (6)
CS / Engineering (34)
Social Sciences (0)
Business (5)
Game (0)
Other (12)

# Attributes

Less than 10 (18)
10 to 100 (22)
Greater than 100 (17)

# Instances

Less than 100 (2)
100 to 1000 (14)
Greater than 1000 (42)

Format Type

Matrix (45)
Non-Matrix (20)

65 Data Sets

Table View  List View

Name

Data Types

Default Task

Attribute Types

# Instances

# Attributes

Year

 

Activities of Daily Living (ADLs) Recognition Using Binary Sensors

Multivariate, Sequential, Time-Series 

Classification, Clustering 

 

2747 

 

2013 

 

Activity Recognition from Single Chest-Mounted Accelerometer

Univariate, Sequential, Time-Series 

Classification, Clustering 

Real 

 

 

2014 

 

Activity Recognition system based on Multisensor data fusion (AReM)

Multivariate, Sequential, Time-Series 

Classification 

Real 

42240 

2016 

 

Air Quality

Multivariate, Time-Series 

Regression 

Real 

9358 

15 

2016 

 

Amazon Access Samples

Time-Series, Domain-Theory 

Regression, Clustering, Causal-Discovery 

 

30000 

20000 

2011 

 

Australian Sign Language signs

Multivariate, Time-Series 

Classification 

Categorical, Real 

6650 

15 

1999 

 

Australian Sign Language signs (High Quality)

Multivariate, Time-Series 

Classification 

Real 

2565 

22 

2002 

 

Bach Chorales

Univariate, Time-Series 

 

Categorical, Integer 

100 

 

 

Buzz in social media

Time-Series, Multivariate 

Regression, Classification 

Integer, Real 

140000 

77 

2013 

 

CalIt2 Building People Counts

Multivariate, Time-Series 

 

Categorical, Integer 

10080 

2006 

 

Character Trajectories

Time-Series 

Classification, Clustering 

Real 

2858 

2008 

 

Daily and Sports Activities

Multivariate, Time-Series 

Classification, Clustering 

Real 

9120 

5625 

2013 

 

Daphnet Freezing of Gait

Multivariate, Time-Series 

Classification 

Real 

237 

2013 

 

Dataset for ADL Recognition with Wrist-worn Accelerometer

Multivariate, Time-Series 

Classification, Clustering 

 

 

2014 

 

Diabetes

Multivariate, Time-Series 

 

Categorical, Integer 

 

20 

 

 

Dodgers Loop Sensor

Multivariate, Time-Series 

 

Categorical, Integer 

50400 

2006 

 

Dow Jones Index

Time-Series 

Classification, Clustering 

Integer, Real 

750 

16 

2014 

 

Educational Process Mining (EPM): A Learning Analytics Data Set

Multivariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Integer 

230318 

13 

2015 

 

EEG Database

Multivariate, Time-Series 

 

Categorical, Integer, Real 

122 

1999 

 

EEG Eye State

Multivariate, Sequential, Time-Series 

Classification 

Integer, Real 

14980 

15 

2013 

 

ElectricityLoadDiagrams20112014

Time-Series 

Regression, Clustering 

Real 

370 

140256 

2015 

 

EMG dataset in Lower Limb

Multivariate, Time-Series 

 

Real 

132 

2014 

 

EMG Physical Action Data Set

Time-Series 

Classification 

Real 

10000 

2011 

 

Gas Sensor Array Drift Dataset at Different Concentrations

Multivariate, Time-Series 

Classification, Regression, Clustering, Causa 

Real 

13910 

129 

2013 

 

Gas sensor array exposed to turbulent gas mixtures

Multivariate, Time-Series 

Classification, Regression 

Real 

180 

150000 

2014 

 

Gas sensor array under dynamic gas mixtures

Multivariate, Time-Series 

Classification, Regression 

Real 

4178504 

19 

2015 

 

Gas sensor array under flow modulation

Multivariate, Time-Series 

Classification, Regression 

Real 

58 

120432 

2014 

 

Gas sensor arrays in open sampling settings

Multivariate, Time-Series 

Classification 

Real 

18000 

1950000 

2013 

 

Gas sensors for home activity monitoring

Multivariate, Time-Series 

Classification 

Real 

919438 

11 

2016 

 

Gesture Phase Segmentation

Multivariate, Sequential, Time-Series 

Classification, Clustering 

Real 

9900 

50 

2014 

 

Greenhouse Gas Observing Network

Multivariate, Time-Series 

Regression 

Real 

2921 

5232 

2015 

 

Heterogeneity Activity Recognition

Multivariate, Time-Series 

Classification, Clustering 

Real 

43930257 

16 

2015 

 

Human Activity Recognition Using Smartphones

Multivariate, Time-Series 

Classification, Clustering 

 

10299 

561 

2012 

 

ICU

Multivariate, Time-Series 

 

Real 

 

 

 

 

Individual household electric power consumption

Multivariate, Time-Series 

Regression, Clustering 

Real 

2075259 

2012 

 

Indoor User Movement Prediction from RSS data

Multivariate, Sequential, Time-Series 

Classification 

Real 

13197 

2016 

 

ISTANBUL STOCK EXCHANGE

Multivariate, Univariate, Time-Series 

Classification, Regression 

Real 

536 

2013 

 

Japanese Vowels

Multivariate, Time-Series 

Classification 

Real 

640 

12 

 

 

Localization Data for Person Activity

Univariate, Sequential, Time-Series 

Classification 

Real 

164860 

2010 

 

Machine Learning based ZZAlpha Ltd. Stock Recommendations 2012-2014

Sequential, Time-Series 

Classification 

Real 

314080 

2015 

 

MHEALTH Dataset

Multivariate, Time-Series 

Classification 

Real 

120 

23 

2014 

 

Occupancy Detection

Multivariate, Time-Series 

Classification 

Real 

20560 

2016 

 

Online Retail

Multivariate, Sequential, Time-Series 

Classification, Clustering 

Integer, Real 

541909 

2015 

 

Open University Learning Analytics dataset

Multivariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Integer 

 

 

2015 

 

OPPORTUNITY Activity Recognition

Multivariate, Time-Series 

Classification 

Real 

2551 

242 

2012 

 

Ozone Level Detection

Multivariate, Sequential, Time-Series 

Classification 

Real 

2536 

73 

2008 

 

PAMAP2 Physical Activity Monitoring

Multivariate, Time-Series 

Classification 

Real 

3850505 

52 

2012 

 

PEMS-SF

Multivariate, Time-Series 

Classification 

Real 

440 

138672 

2011 

 

Pioneer-1 Mobile Robot Data

Multivariate, Time-Series 

 

Categorical, Real 

 

 

1999 

 

Predict keywords activities in a online social media

Multivariate, Sequential, Time-Series 

 

Integer, Real 

51 

35 

2013 

 

Pseudo Periodic Synthetic Time Series

Univariate, Time-Series 

 

 

100000 

 

1999 

 

REALDISP Activity Recognition Dataset

Multivariate, Time-Series 

Classification 

Real 

1419 

120 

2014 

 

Robot Execution Failures

Multivariate, Time-Series 

Classification 

Integer 

463 

90 

1999 

 

sEMG for Basic Hand movements

Time-Series 

Classification 

Real 

3000 

2500 

2014 

 

Smartphone Dataset for Human Activity Recognition (HAR) in Ambient Assisted Living (AAL)

Time-Series 

Classification 

Real 

5744 

561 

2016 

 

Smartphone-Based Recognition of Human Activities and Postural Transitions

Multivariate, Time-Series 

Classification 

Real 

10929 

561 

2015 

 

SML2010

Multivariate, Sequential, Time-Series, Text 

Regression 

Real 

4137 

24 

2014 

 

Spoken Arabic Digit

Multivariate, Time-Series 

Classification 

Real 

8800 

13 

2010 

 

Synthetic Control Chart Time Series

Time-Series 

Classification, Clustering 

Real 

600 

 

1999 

 

Taxi Service Trajectory - Prediction Challenge, ECML PKDD 2015

Multivariate, Sequential, Time-Series, Domain-Theory 

Clustering, Causal-Discovery 

Real 

1710671 

2015 

 

Twin gas sensor arrays

Multivariate, Time-Series, Domain-Theory 

Classification, Regression 

Real 

640 

480000 

2016 

 

UJIIndoorLoc-Mag

Multivariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Integer, Real 

40000 

13 

2015 

 

URL Reputation

Multivariate, Time-Series 

Classification 

Integer, Real 

2396130 

3231961 

2009 

 

User Identification From Walking Activity

Univariate, Sequential, Time-Series 

Classification, Clustering 

Real 

 

 

2014 

 

Vicon Physical Action Data Set

Time-Series 

Classification 

Real 

3000 

27 

2011 

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