UCI Machine Learning Repository: Data Sets

Center for Machine Learning and Intelligent Systems

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Classification (19)
Regression (16)
Clustering (6)
Other (1)

Attribute Type

Categorical (0)
Numerical (25)
Mixed (0)

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Multivariate (74)
Univariate (2)
Sequential (13)
Time-Series (25)
Text (8)
Domain-Theory (0)
Other (0)

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Life Sciences (5)
Physical Sciences (6)
CS / Engineering (25)
Social Sciences (2)
Business (4)
Game (0)
Other (7)

# Attributes - Undo

Less than 10 (15)
10 to 100 (25)
Greater than 100 (20)

# Instances

Less than 100 (1)
100 to 1000 (2)
Greater than 1000 (22)

Format Type

Matrix (18)
Non-Matrix (7)

25 Data Sets

Table View List View

PAMAP2 Physical Activity Monitoring

Multivariate, Time-Series

Classification

Real

3850505

2012

Buzz in social media

Time-Series, Multivariate

Regression, Classification

Integer, Real

140000

2013

Predict keywords activities in a online social media

Multivariate, Sequential, Time-Series

Integer, Real

2013

SML2010

Multivariate, Sequential, Time-Series, Text

Regression

Real

4137

2014

MHEALTH Dataset

Multivariate, Time-Series

Classification

Real

120

2014

Gas sensor array under dynamic gas mixtures

Multivariate, Time-Series

Classification, Regression

Real

4178504

2015

UJIIndoorLoc-Mag

Multivariate, Sequential, Time-Series

Classification, Regression, Clustering

Integer, Real

40000

2015

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

Multivariate, Sequential, Time-Series

Classification, Regression, Clustering

Integer

230318

2015

Heterogeneity Activity Recognition

Multivariate, Time-Series

Classification, Clustering

Real

43930257

2015

Air Quality

Multivariate, Time-Series

Regression

Real

9358

2016

Gas sensors for home activity monitoring

Multivariate, Time-Series

Classification

Real

919438

2016

Hybrid Indoor Positioning Dataset from WiFi RSSI, Bluetooth and magnetometer

Multivariate, Sequential, Time-Series

Classification

Real

1540

2016

Geo-Magnetic field and WLAN dataset for indoor localisation from wristband and smartphone

Multivariate, Sequential, Time-Series

Classification, Regression, Clustering

Integer, Real

153540

2017

Appliances energy prediction

Multivariate, Time-Series

Regression

Real

19735

2017

BLE RSSI Dataset for Indoor localization and Navigation

Multivariate, Sequential, Time-Series

Classification, Clustering

Integer

6611

2018

Multivariate, Time-Series, Text

Regression

Integer, Real

93239

2018

WESAD (Wearable Stress and Affect Detection)

Multivariate, Time-Series

Classification, Regression

Real

63000000

2018

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

Multivariate, Time-Series

Classification, Regression

Integer, Real

135

2018

Gas sensor array temperature modulation

Multivariate, Time-Series

Classification, Regression

Real

4095000

2019

Pedestrian in Traffic Dataset

Multivariate, Sequential, Time-Series

Classification, Regression, Causal-Discovery

Real

4760

2019

PPG-DaLiA

Multivariate, Time-Series

Regression

Real

8300000

2019

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

Sequential, Time-Series

Classification, Regression

Real

1985

2019

BitcoinHeistRansomwareAddressDataset

Multivariate, Time-Series

Classification, Clustering

Integer, Real

2916697

2020

AI4I 2020 Predictive Maintenance Dataset

Multivariate, Time-Series

Classification, Regression, Causal-Discovery

Real

10000

2020

Room Occupancy Estimation

Multivariate, Time-Series

Classification

Real

10129

2021

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