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Classification (47)
Regression (21)
Clustering (20)
Other (4)

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Numerical (44)
Mixed (1)

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Multivariate (214)
Univariate (11)
Sequential (19)
Time-Series (47)
Text (14)
Domain-Theory (6)
Other (4)

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Life Sciences (6)
Physical Sciences (3)
CS / Engineering (28)
Social Sciences (0)
Business (4)
Game (0)
Other (6)

# Attributes

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10 to 100 (20)
Greater than 100 (17)

# Instances

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100 to 1000 (10)
Greater than 1000 (32)

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Matrix (47)
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47 Data Sets

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Name

Data Types

Default Task

Attribute Types

# Instances

# Attributes

Year

 

Dataset for ADL Recognition with Wrist-worn Accelerometer

Multivariate, Time-Series 

Classification, Clustering 

 

 

2014 

 

Human Activity Recognition Using Smartphones

Multivariate, Time-Series 

Classification, Clustering 

 

10299 

561 

2012 

 

Australian Sign Language signs

Multivariate, Time-Series 

Classification 

Categorical, Real 

6650 

15 

1999 

 

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

Multivariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Integer 

230318 

13 

2015 

 

Open University Learning Analytics dataset

Multivariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Integer 

 

 

2015 

 

BLE RSSI Dataset for Indoor localization and Navigation

Multivariate, Sequential, Time-Series 

Classification, Clustering 

Integer 

6611 

15 

2018 

 

EEG Steady-State Visual Evoked Potential Signals

Multivariate, Time-Series 

Classification, Regression 

Integer 

9200 

16 

2018 

 

EEG Eye State

Multivariate, Sequential, Time-Series 

Classification 

Integer, Real 

14980 

15 

2013 

 

Dow Jones Index

Time-Series 

Classification, Clustering 

Integer, Real 

750 

16 

2014 

 

UJIIndoorLoc-Mag

Multivariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Integer, Real 

40000 

13 

2015 

 

Online Retail

Multivariate, Sequential, Time-Series 

Classification, Clustering 

Integer, Real 

541909 

2015 

 

Epileptic Seizure Recognition

Multivariate, Time-Series 

Classification, Clustering 

Integer, Real 

11500 

179 

2017 

 

Data for Software Engineering Teamwork Assessment in Education Setting

Sequential, Time-Series 

Classification 

Integer, Real 

74 

102 

2017 

 

URL Reputation

Multivariate, Time-Series 

Classification 

Integer, Real 

2396130 

3231961 

2009 

 

Absenteeism at work

Multivariate, Time-Series 

Classification, Clustering 

Integer, Real 

740 

21 

2018 

 

Buzz in social media

Time-Series, Multivariate 

Regression, Classification 

Integer, Real 

140000 

77 

2013 

 

Daily and Sports Activities

Multivariate, Time-Series 

Classification, Clustering 

Real 

9120 

5625 

2013 

 

Gas Sensor Array Drift Dataset at Different Concentrations

Multivariate, Time-Series 

Classification, Regression, Clustering, Causa 

Real 

13910 

129 

2013 

 

Activity Recognition from Single Chest-Mounted Accelerometer

Univariate, Sequential, Time-Series 

Classification, Clustering 

Real 

 

 

2014 

 

Gesture Phase Segmentation

Multivariate, Sequential, Time-Series 

Classification, Clustering 

Real 

9900 

50 

2014 

 

REALDISP Activity Recognition Dataset

Multivariate, Time-Series 

Classification 

Real 

1419 

120 

2014 

 

Gas sensor array under flow modulation

Multivariate, Time-Series 

Classification, Regression 

Real 

58 

120432 

2014 

 

Gas sensor array exposed to turbulent gas mixtures

Multivariate, Time-Series 

Classification, Regression 

Real 

180 

150000 

2014 

 

sEMG for Basic Hand movements

Time-Series 

Classification 

Real 

3000 

2500 

2014 

 

MHEALTH Dataset

Multivariate, Time-Series 

Classification 

Real 

120 

23 

2014 

 

Smartphone-Based Recognition of Human Activities and Postural Transitions

Multivariate, Time-Series 

Classification 

Real 

10929 

561 

2015 

 

Heterogeneity Activity Recognition

Multivariate, Time-Series 

Classification, Clustering 

Real 

43930257 

16 

2015 

 

Occupancy Detection

Multivariate, Time-Series 

Classification 

Real 

20560 

2016 

 

Twin gas sensor arrays

Multivariate, Time-Series, Domain-Theory 

Classification, Regression 

Real 

640 

480000 

2016 

 

Gas sensors for home activity monitoring

Multivariate, Time-Series 

Classification 

Real 

919438 

11 

2016 

 

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

Time-Series 

Classification 

Real 

5744 

561 

2016 

 

Australian Sign Language signs (High Quality)

Multivariate, Time-Series 

Classification 

Real 

2565 

22 

2002 

 

Japanese Vowels

Multivariate, Time-Series 

Classification 

Real 

640 

12 

 

 

FMA: A Dataset For Music Analysis

Multivariate, Time-Series 

Classification, Clustering 

Real 

106574 

518 

2017 

 

Synthetic Control Chart Time Series

Time-Series 

Classification, Clustering 

Real 

600 

 

1999 

 

Hybrid Indoor Positioning Dataset from WiFi RSSI, Bluetooth and magnetometer

Multivariate, Sequential, Time-Series 

Classification 

Real 

1540 

65 

2016 

 

Ozone Level Detection

Multivariate, Sequential, Time-Series 

Classification 

Real 

2536 

73 

2008 

 

Character Trajectories

Time-Series 

Classification, Clustering 

Real 

2858 

2008 

 

Condition monitoring of hydraulic systems

Multivariate, Time-Series 

Classification, Regression 

Real 

2205 

43680 

2018 

 

PEMS-SF

Multivariate, Time-Series 

Classification 

Real 

440 

138672 

2011 

 

WESAD (Wearable Stress and Affect Detection)

Multivariate, Time-Series 

Classification, Regression 

Real 

63000000 

12 

2018 

 

EMG Physical Action Data Set

Time-Series 

Classification 

Real 

10000 

2011 

 

Vicon Physical Action Data Set

Time-Series 

Classification 

Real 

3000 

27 

2011 

 

OPPORTUNITY Activity Recognition

Multivariate, Time-Series 

Classification 

Real 

2551 

242 

2012 

 

PAMAP2 Physical Activity Monitoring

Multivariate, Time-Series 

Classification 

Real 

3850505 

52 

2012 

 

Daphnet Freezing of Gait

Multivariate, Time-Series 

Classification 

Real 

237 

2013 

 

ISTANBUL STOCK EXCHANGE

Multivariate, Univariate, Time-Series 

Classification, Regression 

Real 

536 

2013 

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