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Classification (37)
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Numerical (45)
Mixed (3)

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Univariate (5)
Sequential (20)
Time-Series (50)
Text (18)
Domain-Theory (3)
Other (4)

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Life Sciences (6)
Physical Sciences (6)
CS / Engineering (28)
Social Sciences (0)
Business (3)
Game (0)
Other (7)

# Attributes

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10 to 100 (25)
Greater than 100 (14)

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50 Data Sets

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Name

Data Types

Default Task

Attribute Types

# Instances

# Attributes

Year

 

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 

 

Beijing Multi-Site Air-Quality Data

Multivariate, Time-Series 

Regression 

Integer, Real 

420768 

18 

2019 

 

Beijing PM2.5 Data

Multivariate, Time-Series 

Regression 

Integer, Real 

43824 

13 

2017 

 

BLE RSSI Dataset for Indoor localization and Navigation

Multivariate, Sequential, Time-Series 

Classification, Clustering 

Integer 

6611 

15 

2018 

 

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 

 

Condition monitoring of hydraulic systems

Multivariate, Time-Series 

Classification, Regression 

Real 

2205 

43680 

2018 

 

Daily and Sports Activities

Multivariate, Time-Series 

Classification, Clustering 

Real 

9120 

5625 

2013 

 

Dodgers Loop Sensor

Multivariate, Time-Series 

 

Categorical, Integer 

50400 

2006 

 

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

Multivariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Integer 

230318 

13 

2015 

 

EEG Eye State

Multivariate, Sequential, Time-Series 

Classification 

Integer, Real 

14980 

15 

2013 

 

EEG Steady-State Visual Evoked Potential Signals

Multivariate, Time-Series 

Classification, Regression 

Integer 

9200 

16 

2018 

 

EMG data for gestures

Time-Series 

Classification 

Real 

30000 

2019 

 

EMG Physical Action Data Set

Time-Series 

Classification 

Real 

10000 

2011 

 

Epileptic Seizure Recognition

Multivariate, Time-Series 

Classification, Clustering 

Integer, Real 

11500 

179 

2017 

 

FMA: A Dataset For Music Analysis

Multivariate, Time-Series 

Classification, Clustering 

Real 

106574 

518 

2017 

 

Gas Sensor Array Drift Dataset at Different Concentrations

Multivariate, Time-Series 

Classification, Regression, Clustering, Causa 

Real 

13910 

129 

2013 

 

Gas sensor array temperature modulation

Multivariate, Time-Series 

Classification, Regression 

Real 

4095000 

20 

2019 

 

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 

 

GNFUV Unmanned Surface Vehicles Sensor Data

Multivariate, Time-Series 

Regression 

Real 

1672 

2018 

 

GNFUV Unmanned Surface Vehicles Sensor Data Set 2

Multivariate, Sequential, Time-Series 

Regression 

Real 

10190 

2018 

 

Heterogeneity Activity Recognition

Multivariate, Time-Series 

Classification, Clustering 

Real 

43930257 

16 

2015 

 

Human Activity Recognition from Continuous Ambient Sensor Data

Multivariate, Sequential, Time-Series 

Classification 

Integer, Real 

13956534 

37 

2019 

 

Human Activity Recognition Using Smartphones

Multivariate, Time-Series 

Classification, Clustering 

 

10299 

561 

2012 

 

Hybrid Indoor Positioning Dataset from WiFi RSSI, Bluetooth and magnetometer

Multivariate, Sequential, Time-Series 

Classification 

Real 

1540 

65 

2016 

 

Metro Interstate Traffic Volume

Multivariate, Sequential, Time-Series 

Regression 

Integer, Real 

48204 

2019 

 

MEx

Time-Series 

Classification, Clustering 

Real 

6262 

710 

2019 

 

News Popularity in Multiple Social Media Platforms

Multivariate, Time-Series, Text 

Regression 

Integer, Real 

93239 

11 

2018 

 

Occupancy Detection

Multivariate, Time-Series 

Classification 

Real 

20560 

2016 

 

Online Retail

Multivariate, Sequential, Time-Series 

Classification, Clustering 

Integer, Real 

541909 

2015 

 

Online Retail II

Multivariate, Sequential, Time-Series, Text 

Classification, Regression, Clustering 

Integer, Real 

1067371 

2019 

 

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 

 

PM2.5 Data of Five Chinese Cities

Multivariate, Time-Series 

Regression 

Integer, Real 

52854 

86 

2017 

 

PPG-DaLiA

Multivariate, Time-Series 

Regression 

Real 

8300000 

11 

2019 

 

REALDISP Activity Recognition Dataset

Multivariate, Time-Series 

Classification 

Real 

1419 

120 

2014 

 

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 

 

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 

 

Vicon Physical Action Data Set

Time-Series 

Classification 

Real 

3000 

27 

2011 

 

WESAD (Wearable Stress and Affect Detection)

Multivariate, Time-Series 

Classification, Regression 

Real 

63000000 

12 

2018 

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