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Classification (67)
Regression (38)
Clustering (24)
Other (3)

Attribute Type

Categorical (0)
Numerical (61)
Mixed (1)

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Multivariate (197)
Univariate (9)
Sequential (37)
Time-Series (67)
Text (37)
Domain-Theory (5)
Other (2)

Area

Life Sciences (10)
Physical Sciences (3)
CS / Engineering (43)
Social Sciences (0)
Business (4)
Game (1)
Other (6)

# Attributes

Less than 10 (18)
10 to 100 (27)
Greater than 100 (19)

# Instances - Undo

Less than 100 (2)
100 to 1000 (15)
Greater than 1000 (67)

Format Type

Matrix (44)
Non-Matrix (23)

67 Data Sets

Table View  List View

Name

Data Types

Default Task

Attribute Types

# Instances

# Attributes

Year
 

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 
 

Ozone Level Detection

Multivariate, Sequential, Time-Series 

Classification 

Real 

2536 

73 

2008 
 

Character Trajectories

Time-Series 

Classification, Clustering 

Real 

2858 

3 

2008 
 

URL Reputation

Multivariate, Time-Series 

Classification 

Integer, Real 

2396130 

3231961 

2009 
 

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 
 

EMG Physical Action Data Set

Time-Series 

Classification 

Real 

10000 

8 

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 
 

Human Activity Recognition Using Smartphones

Multivariate, Time-Series 

Classification, Clustering 

 

10299 

561 

2012 
 

Buzz in social media

Time-Series, Multivariate 

Regression, Classification 

Integer, Real 

140000 

77 

2013 
 

Gas sensor arrays in open sampling settings

Multivariate, Time-Series 

Classification 

Real 

18000 

1950000 

2013 
 

EEG Eye State

Multivariate, Sequential, Time-Series 

Classification 

Integer, Real 

14980 

15 

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 
 

Activities of Daily Living (ADLs) Recognition Using Binary Sensors

Multivariate, Sequential, Time-Series 

Classification, Clustering 

 

2747 

 

2013 
 

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 
 

sEMG for Basic Hand movements

Time-Series 

Classification 

Real 

3000 

2500 

2014 
 

Gas sensor array under dynamic gas mixtures

Multivariate, Time-Series 

Classification, Regression 

Real 

4178504 

19 

2015 
 

Machine Learning based ZZAlpha Ltd. Stock Recommendations 2012-2014

Sequential, Time-Series 

Classification 

Real 

314080 

0 

2015 
 

Smartphone-Based Recognition of Human Activities and Postural Transitions

Multivariate, Time-Series 

Classification 

Real 

10929 

561 

2015 
 

UJIIndoorLoc-Mag

Multivariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Integer, Real 

40000 

13 

2015 
 

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

Multivariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Integer 

230318 

13 

2015 
 

Heterogeneity Activity Recognition

Multivariate, Time-Series 

Classification, Clustering 

Real 

43930257 

16 

2015 
 

Online Retail

Multivariate, Sequential, Time-Series 

Classification, Clustering 

Integer, Real 

541909 

8 

2015 
 

Indoor User Movement Prediction from RSS data

Multivariate, Sequential, Time-Series 

Classification 

Real 

13197 

4 

2016 
 

Occupancy Detection

Multivariate, Time-Series 

Classification 

Real 

20560 

7 

2016 
 

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

Time-Series 

Classification 

Real 

5744 

561 

2016 
 

Activity Recognition system based on Multisensor data fusion (AReM)

Multivariate, Sequential, Time-Series 

Classification 

Real 

42240 

6 

2016 
 

Gas sensors for home activity monitoring

Multivariate, Time-Series 

Classification 

Real 

919438 

11 

2016 
 

Hybrid Indoor Positioning Dataset from WiFi RSSI, Bluetooth and magnetometer

Multivariate, Sequential, Time-Series 

Classification 

Real 

1540 

65 

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 
 

FMA: A Dataset For Music Analysis

Multivariate, Time-Series 

Classification, Clustering 

Real 

106574 

518 

2017 
 

Epileptic Seizure Recognition

Multivariate, Time-Series 

Classification, Clustering 

Integer, Real 

11500 

179 

2017 
 

Dynamic Features of VirusShare Executables

Multivariate, Time-Series 

Classification, Regression 

Integer 

107888 

482 

2017 
 

BLE RSSI Dataset for Indoor localization and Navigation

Multivariate, Sequential, Time-Series 

Classification, Clustering 

Integer 

6611 

15 

2018 
 

Condition monitoring of hydraulic systems

Multivariate, Time-Series 

Classification, Regression 

Real 

2205 

43680 

2018 
 

Simulated Falls and Daily Living Activities Data Set

Time-Series 

Classification 

Integer 

3060 

138 

2018 
 

EEG Steady-State Visual Evoked Potential Signals

Multivariate, Time-Series 

Classification, Regression 

Integer 

9200 

16 

2018 
 

WESAD (Wearable Stress and Affect Detection)

Multivariate, Time-Series 

Classification, Regression 

Real 

63000000 

12 

2018 
 

BAUM-1

Time-Series 

Classification 

 

1184 

 

2018 
 

BAUM-2

Time-Series 

Classification 

 

1047 

 

2018 
 

Parking Birmingham

Multivariate, Univariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Real 

35717 

4 

2019 
 

EMG data for gestures

Time-Series 

Classification 

Real 

30000 

6 

2019 
 

Gas sensor array temperature modulation

Multivariate, Time-Series 

Classification, Regression 

Real 

4095000 

20 

2019 
 

BLE RSSI dataset for Indoor localization

Sequential, Time-Series 

Classification 

Integer 

23570 

5 

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 
 

MEx

Time-Series 

Classification, Clustering 

Real 

6262 

710 

2019 
 

Human Activity Recognition from Continuous Ambient Sensor Data

Multivariate, Sequential, Time-Series 

Classification 

Integer, Real 

13956534 

37 

2019 
 

Online Retail II

Multivariate, Sequential, Time-Series, Text 

Classification, Regression, Clustering 

Integer, Real 

1067371 

8 

2019 
 

WISDM Smartphone and Smartwatch Activity and Biometrics Dataset

Multivariate, Time-Series 

Classification 

Real 

15630426 

6 

2019 
 

Kitsune Network Attack Dataset

Multivariate, Sequential, Time-Series 

Classification, Clustering, Causal-Discovery 

Real 

27170754 

115 

2019 
 

CNNpred: CNN-based stock market prediction using a diverse set of variables

Sequential, Time-Series 

Classification, Regression 

Real 

1985 

84 

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 
 

Crop mapping using fused optical-radar data set

Multivariate, Time-Series 

Classification 

Real 

325834 

175 

2020 
 

BitcoinHeistRansomwareAddressDataset

Multivariate, Time-Series 

Classification, Clustering 

Integer, Real 

2916697 

10 

2020 
 

Productivity Prediction of Garment Employees

Multivariate, Time-Series 

Classification, Regression 

Integer, Real 

1197 

15 

2020 
 

AI4I 2020 Predictive Maintenance Dataset

Multivariate, Time-Series 

Classification, Regression, Causal-Discovery 

Real 

10000 

14 

2020 
 

Room Occupancy Estimation

Multivariate, Time-Series 

Classification 

Real 

10129 

16 

2021 

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