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Default Task

Classification (86)
Regression (47)
Clustering (34)
Other (11)

Attribute Type

Categorical (0)
Numerical (106)
Mixed (7)

Data Type - Undo

Multivariate (456)
Univariate (27)
Sequential (57)
Time-Series (121)
Text (66)
Domain-Theory (23)
Other (21)

Area

Life Sciences (18)
Physical Sciences (10)
CS / Engineering (63)
Social Sciences (3)
Business (9)
Game (1)
Other (16)

# Attributes

Less than 10 (33)
10 to 100 (48)
Greater than 100 (30)

# Instances

Less than 100 (4)
100 to 1000 (23)
Greater than 1000 (87)

Format Type

Matrix (81)
Non-Matrix (40)

121 Data Sets

Table View  List View

Name

Data Types

Default Task

Attribute Types

# Instances

# Attributes

Year

 

Pseudo Periodic Synthetic Time Series

Univariate, Time-Series 

 

 

100000 

 

1999 

 

Activities of Daily Living (ADLs) Recognition Using Binary Sensors

Multivariate, Sequential, Time-Series 

Classification, Clustering 

 

2747 

 

2013 

 

Detect Malware Types

Multivariate, Time-Series, Text 

Classification 

 

7107 

280 

2019 

 

Dataset for ADL Recognition with Wrist-worn Accelerometer

Multivariate, Time-Series 

Classification, Clustering 

 

 

2014 

 

Amazon Access Samples

Time-Series, Domain-Theory 

Regression, Clustering, Causal-Discovery 

 

30000 

20000 

2011 

 

BAUM-1

Time-Series 

Classification 

 

1184 

 

2018 

 

BAUM-2

Time-Series 

Classification 

 

1047 

 

2018 

 

Human Activity Recognition Using Smartphones

Multivariate, Time-Series 

Classification, Clustering 

 

10299 

561 

2012 

 

Bach Chorales

Univariate, Time-Series 

 

Categorical, Integer 

100 

 

 

Diabetes

Multivariate, Time-Series 

 

Categorical, Integer 

 

20 

 

 

CalIt2 Building People Counts

Multivariate, Time-Series 

 

Categorical, Integer 

10080 

2006 

 

Dodgers Loop Sensor

Multivariate, Time-Series 

 

Categorical, Integer 

50400 

2006 

 

EEG Database

Multivariate, Time-Series 

 

Categorical, Integer, Real 

122 

1999 

 

Australian Sign Language signs

Multivariate, Time-Series 

Classification 

Categorical, Real 

6650 

15 

1999 

 

Pioneer-1 Mobile Robot Data

Multivariate, Time-Series 

 

Categorical, Real 

 

 

1999 

 

Horton General Hospital

Multivariate, Time-Series 

Causal-Discovery 

Integer 

139 

2019 

 

BLE RSSI dataset for Indoor localization

Sequential, Time-Series 

Classification 

Integer 

23570 

2019 

 

Basketball dataset

Time-Series 

Classification 

Integer 

10000 

2019 

 

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 

 

Robot Execution Failures

Multivariate, Time-Series 

Classification 

Integer 

463 

90 

1999 

 

Daily Demand Forecasting Orders

Time-Series 

Regression 

Integer 

60 

13 

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 

 

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 

 

Real-time Election Results: Portugal 2019

Multivariate, Time-Series, Text 

Regression 

Integer, Real 

21643 

29 

2019 

 

EEG Eye State

Multivariate, Sequential, Time-Series 

Classification 

Integer, Real 

14980 

15 

2013 

 

BitcoinHeistRansomwareAddressDataset

Multivariate, Time-Series 

Classification, Clustering 

Integer, Real 

2916697 

10 

2020 

 

Predict keywords activities in a online social media

Multivariate, Sequential, Time-Series 

 

Integer, Real 

51 

35 

2013 

 

3W dataset

Multivariate, Time-Series 

Classification, Clustering 

Integer, Real 

1984 

2019 

 

Dow Jones Index

Time-Series 

Classification, Clustering 

Integer, Real 

750 

16 

2014 

 

Simulated data for survival modelling

Multivariate, Time-Series 

Regression 

Integer, Real 

120000 

25 

2018 

 

Productivity Prediction of Garment Employees

Multivariate, Time-Series 

Classification, Regression 

Integer, Real 

1197 

15 

2020 

 

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 

 

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 

 

Beijing PM2.5 Data

Multivariate, Time-Series 

Regression 

Integer, Real 

43824 

13 

2017 

 

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 

 

PM2.5 Data of Five Chinese Cities

Multivariate, Time-Series 

Regression 

Integer, Real 

52854 

86 

2017 

 

Sales_Transactions_Dataset_Weekly

Multivariate, Time-Series 

Clustering 

Integer, Real 

811 

53 

2017 

 

News Popularity in Multiple Social Media Platforms

Multivariate, Time-Series, Text 

Regression 

Integer, Real 

93239 

11 

2018 

 

URL Reputation

Multivariate, Time-Series 

Classification 

Integer, Real 

2396130 

3231961 

2009 

 

Absenteeism at work

Multivariate, Time-Series 

Classification, Clustering 

Integer, Real 

740 

21 

2018 

 

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

Multivariate, Time-Series 

Classification, Regression 

Integer, Real 

135 

18 

2018 

 

Metro Interstate Traffic Volume

Multivariate, Sequential, Time-Series 

Regression 

Integer, Real 

48204 

2019 

 

Beijing Multi-Site Air-Quality Data

Multivariate, Time-Series 

Regression 

Integer, Real 

420768 

18 

2019 

 

Online Retail II

Multivariate, Sequential, Time-Series, Text 

Classification, Regression, Clustering 

Integer, Real 

1067371 

2019 

 

Buzz in social media

Time-Series, Multivariate 

Regression, Classification 

Integer, Real 

140000 

77 

2013 

 

Human Activity Recognition from Continuous Ambient Sensor Data

Multivariate, Sequential, Time-Series 

Classification 

Integer, Real 

13956534 

37 

2019 

 

Daily and Sports Activities

Multivariate, Time-Series 

Classification, Clustering 

Real 

9120 

5625 

2013 

 

Bar Crawl: Detecting Heavy Drinking

Multivariate, Time-Series 

Classification, Regression 

Real 

14057567 

2020 

 

Kitsune Network Attack Dataset

Multivariate, Sequential, Time-Series 

Classification, Clustering, Causal-Discovery 

Real 

27170754 

115 

2019 

 

selfBACK

Time-Series 

Classification, Clustering 

Real 

26136 

2020 

 

Crop mapping using fused optical-radar data set

Multivariate, Time-Series 

Classification 

Real 

325834 

175 

2020 

 

Gas Sensor Array Drift Dataset at Different Concentrations

Multivariate, Time-Series 

Classification, Regression, Clustering, Causa 

Real 

13910 

129 

2013 

 

SML2010

Multivariate, Sequential, Time-Series, Text 

Regression 

Real 

4137 

24 

2014 

 

EMG dataset in Lower Limb

Multivariate, Time-Series 

 

Real 

132 

2014 

 

Pedestrian in Traffic Dataset

Multivariate, Sequential, Time-Series 

Classification, Regression, Causal-Discovery 

Real 

4760 

14 

2019 

 

User Identification From Walking Activity

Univariate, Sequential, Time-Series 

Classification, Clustering 

Real 

 

 

2014 

 

Activity Recognition from Single Chest-Mounted Accelerometer

Univariate, Sequential, Time-Series 

Classification, Clustering 

Real 

 

 

2014 

 

Breath Metabolomics

Multivariate, Time-Series 

Classification, Clustering 

Real 

104 

1656 

2019 

 

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

Sequential, Time-Series 

Classification, Regression 

Real 

1985 

84 

2019 

 

Gesture Phase Segmentation

Multivariate, Sequential, Time-Series 

Classification, Clustering 

Real 

9900 

50 

2014 

 

Bar Crawl: Detecting Heavy Drinking

Multivariate, Time-Series 

Classification, Regression 

Real 

14057567 

2020 

 

ICU

Multivariate, Time-Series 

 

Real 

 

 

 

 

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 

 

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 

 

Intelligent Media Accelerometer and Gyroscope (IM-AccGyro) Dataset

Time-Series 

Classification 

Real 

800 

2020 

 

Hungarian Chickenpox Cases

Time-Series 

Regression 

Real 

521 

20 

2021 

 

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 

2015 

 

Taxi Service Trajectory - Prediction Challenge, ECML PKDD 2015

Multivariate, Sequential, Time-Series, Domain-Theory 

Clustering, Causal-Discovery 

Real 

1710671 

2015 

 

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 

 

AI4I 2020 Predictive Maintenance Dataset

Multivariate, Time-Series 

Classification, Regression, Causal-Discovery 

Real 

10000 

14 

2020 

 

Indoor User Movement Prediction from RSS data

Multivariate, Sequential, Time-Series 

Classification 

Real 

13197 

2016 

 

Wikipedia Math Essentials

Time-Series 

Regression 

Real 

731 

1068 

2021 

 

Wikipedia Math Essentials

Time-Series 

Regression 

Real 

731 

1068 

2021 

 

Occupancy Detection

Multivariate, Time-Series 

Classification 

Real 

20560 

2016 

 

Air Quality

Multivariate, Time-Series 

Regression 

Real 

9358 

15 

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 

 

Activity Recognition system based on Multisensor data fusion (AReM)

Multivariate, Sequential, Time-Series 

Classification 

Real 

42240 

2016 

 

Australian Sign Language signs (High Quality)

Multivariate, Time-Series 

Classification 

Real 

2565 

22 

2002 

 

Appliances energy prediction

Multivariate, Time-Series 

Regression 

Real 

19735 

29 

2017 

 

Japanese Vowels

Multivariate, Time-Series 

Classification 

Real 

640 

12 

 

 

FMA: A Dataset For Music Analysis

Multivariate, Time-Series 

Classification, Clustering 

Real 

106574 

518 

2017 

 

Air quality

Multivariate, Time-Series 

Regression 

Real 

9358 

15 

2016 

 

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 

 

Spoken Arabic Digit

Multivariate, Time-Series 

Classification 

Real 

8800 

13 

2010 

 

Localization Data for Person Activity

Univariate, Sequential, Time-Series 

Classification 

Real 

164860 

2010 

 

GNFUV Unmanned Surface Vehicles Sensor Data

Multivariate, Time-Series 

Regression 

Real 

1672 

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 

 

GNFUV Unmanned Surface Vehicles Sensor Data Set 2

Multivariate, Sequential, Time-Series 

Regression 

Real 

10190 

2018 

 

EMG Physical Action Data Set

Time-Series 

Classification 

Real 

10000 

2011 

 

Vicon Physical Action Data Set

Time-Series 

Classification 

Real 

3000 

27 

2011 

 

EMG data for gestures

Time-Series 

Classification 

Real 

30000 

2019 

 

OPPORTUNITY Activity Recognition

Multivariate, Time-Series 

Classification 

Real 

2551 

242 

2012 

 

Parking Birmingham

Multivariate, Univariate, Sequential, Time-Series 

Classification, Regression, Clustering 

Real 

35717 

2019 

 

PAMAP2 Physical Activity Monitoring

Multivariate, Time-Series 

Classification 

Real 

3850505 

52 

2012 

 

Gas sensor array temperature modulation

Multivariate, Time-Series 

Classification, Regression 

Real 

4095000 

20 

2019 

 

Individual household electric power consumption

Multivariate, Time-Series 

Regression, Clustering 

Real 

2075259 

2012 

 

PPG-DaLiA

Multivariate, Time-Series 

Regression 

Real 

8300000 

11 

2019 

 

MEx

Time-Series 

Classification, Clustering 

Real 

6262 

710 

2019 

 

Daphnet Freezing of Gait

Multivariate, Time-Series 

Classification 

Real 

237 

2013 

 

ISTANBUL STOCK EXCHANGE

Multivariate, Univariate, Time-Series 

Classification, Regression 

Real 

536 

2013 

 

Gas sensor arrays in open sampling settings

Multivariate, Time-Series 

Classification 

Real 

18000 

1950000 

2013 

 

WISDM Smartphone and Smartwatch Activity and Biometrics Dataset

Multivariate, Time-Series 

Classification 

Real 

15630426 

2019 

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