List Available Datasets from UCI ML Repository
Source:R/list-available-datasets.R
list_available_datasets.RdPrints a list of datasets that can be imported via the fetch_ucirepo function.
Value
A data frame containing the list of available datasets with columns of:
id: Integer ID for the data set.
name: Name of Dataset
url: Download location of the data set
In the event the search fails, the data frame returned will be empty.
Examples
list_available_datasets(search = "iris")
#> -------------------------------------------------------------
#> The following datasets are available for search query "iris":
#> -------------------------------------------------------------
#> name id
#> Iris 53
#>
list_available_datasets(area = "social science")
#> -------------------------------------
#> The following datasets are available:
#> For subject area: social science
#> -------------------------------------
#> name id
#> Adult 2
#> Balance Scale 12
#> Balloons 13
#> Census Income 20
#> Hayes-Roth 44
#> Nursery 76
#> Congressional Voting Records 105
#> US Census Data (1990) 116
#> Census-Income (KDD) 117
#> Statlog (German Credit Data) 144
#> Communities and Crime 183
#> Communities and Crime Unnormalized 211
#> Bike Sharing 275
#> Student Performance 320
#> Drug Consumption (Quantified) 373
#> Autism Screening Adult 426
#> Gender by Name 591
#> Predict Students' Dropout and Academic Success 697
#> Power Consumption of Tetouan City 849
#> Higher Education Students Performance Evaluation 856
#>
list_available_datasets(filter = "python") # Required for now...
#> --------------------------------------------
#> The following python datasets are available:
#> --------------------------------------------
#> name
#> Abalone
#> Adult
#> Annealing
#> Audiology (Standardized)
#> Auto MPG
#> Automobile
#> Balance Scale
#> Balloons
#> Breast Cancer
#> Breast Cancer Wisconsin (Original)
#> Breast Cancer Wisconsin (Prognostic)
#> Breast Cancer Wisconsin (Diagnostic)
#> Pittsburgh Bridges
#> Car Evaluation
#> Census Income
#> Chess (King-Rook vs. King-Pawn)
#> Chess (King-Rook vs. King)
#> Connect-4
#> Credit Approval
#> Japanese Credit Screening
#> Computer Hardware
#> Contraceptive Method Choice
#> Covertype
#> Cylinder Bands
#> Dermatology
#> Echocardiogram
#> Ecoli
#> Flags
#> Glass Identification
#> Haberman's Survival
#> Hayes-Roth
#> Heart Disease
#> Hepatitis
#> Horse Colic
#> Image Segmentation
#> Ionosphere
#> Iris
#> ISOLET
#> Lenses
#> Letter Recognition
#> Liver Disorders
#> Lung Cancer
#> Lymphography
#> Molecular Biology (Splice-junction Gene Sequences)
#> MONK's Problems
#> Mushroom
#> Musk (Version 1)
#> Musk (Version 2)
#> Nursery
#> Page Blocks Classification
#> Optical Recognition of Handwritten Digits
#> Pen-Based Recognition of Handwritten Digits
#> Post-Operative Patient
#> Primary Tumor
#> Servo
#> Shuttle Landing Control
#> Solar Flare
#> Soybean (Large)
#> Soybean (Small)
#> Challenger USA Space Shuttle O-Ring
#> Spambase
#> SPECT Heart
#> SPECTF Heart
#> Tic-Tac-Toe Endgame
#> Congressional Voting Records
#> Waveform Database Generator (Version 1)
#> Wine
#> Yeast
#> Zoo
#> US Census Data (1990)
#> Census-Income (KDD)
#> El Nino
#> Statlog (Australian Credit Approval)
#> Statlog (German Credit Data)
#> Statlog (Heart)
#> Statlog (Landsat Satellite)
#> Statlog (Image Segmentation)
#> Statlog (Shuttle)
#> Statlog (Vehicle Silhouettes)
#> Connectionist Bench (Sonar, Mines vs. Rocks)
#> Cloud
#> Poker Hand
#> MAGIC Gamma Telescope
#> Mammographic Mass
#> Forest Fires
#> Concrete Compressive Strength
#> Ozone Level Detection
#> Parkinsons
#> Blood Transfusion Service Center
#> Communities and Crime
#> Acute Inflammations
#> Wine Quality
#> Parkinsons Telemonitoring
#> Cardiotocography
#> Steel Plates Faults
#> Communities and Crime Unnormalized
#> Vertebral Column
#> Bank Marketing
#> ILPD (Indian Liver Patient Dataset)
#> Skin Segmentation
#> Individual Household Electric Power Consumption
#> Energy Efficiency
#> Fertility
#> ISTANBUL STOCK EXCHANGE
#> User Knowledge Modeling
#> EEG Eye State
#> Banknote Authentication
#> Gas Sensor Array Drift at Different Concentrations
#> Bike Sharing
#> Thoracic Surgery Data
#> Airfoil Self-Noise
#> Wholesale customers
#> Combined Cycle Power Plant
#> Diabetes 130-US Hospitals for Years 1999-2008
#> Tennis Major Tournament Match Statistics
#> Dow Jones Index
#> Student Performance
#> Phishing Websites
#> Diabetic Retinopathy Debrecen
#> Online News Popularity
#> Chronic Kidney Disease
#> Mice Protein Expression
#> Default of Credit Card Clients
#> Online Retail
#> Occupancy Detection
#> Air Quality
#> Polish Companies Bankruptcy
#> Dota2 Games Results
#> Facebook Metrics
#> HTRU2
#> Drug Consumption (Quantified)
#> Appliances Energy Prediction
#> Website Phishing
#> YouTube Spam Collection
#> Beijing PM2.5
#> Cervical Cancer (Risk Factors)
#> Stock Portfolio Performance
#> Sales Transactions Weekly
#> Daily Demand Forecasting Orders
#> Autistic Spectrum Disorder Screening Data for Children
#> Autism Screening Adult
#> Absenteeism at work
#> Breast Cancer Coimbra
#> Drug Reviews (Druglib.com)
#> Drug Reviews (Drugs.com)
#> Superconductivty Data
#> Student Academics Performance
#> Online Shoppers Purchasing Intention Dataset
#> Electrical Grid Stability Simulated Data
#> Real Estate Valuation
#> Travel Reviews
#> Travel Review Ratings
#> Facebook Live Sellers in Thailand
#> Metro Interstate Traffic Volume
#> Hepatitis C Virus (HCV) for Egyptian patients
#> Heart Failure Clinical Records
#> Early Stage Diabetes Risk Prediction
#> Pedestrians in Traffic
#> Cervical Cancer Behavior Risk
#> Estimation of Obesity Levels Based On Eating Habits and Physical Condition
#> Rice (Cammeo and Osmancik)
#> Algerian Forest Fires
#> Gas Turbine CO and NOx Emission Data Set
#> Apartment for Rent Classified
#> Seoul Bike Sharing Demand
#> Iranian Churn
#> Bone marrow transplant: children
#> COVID-19 Surveillance
#> HCV data
#> Taiwanese Bankruptcy Prediction
#> Myocardial infarction complications
#> Student Performance on an Entrance Examination
#> Gender by Name
#> Productivity Prediction of Garment Employees
#> AI4I 2020 Predictive Maintenance Dataset
#> Dry Bean
#> In-Vehicle Coupon Recommendation
#> Predict Students' Dropout and Academic Success
#> Auction Verification
#> NATICUSdroid (Android Permissions)
#> Toxicity
#> DARWIN
#> Accelerometer Gyro Mobile Phone
#> Glioma Grading Clinical and Mutation Features
#> Multivariate Gait Data
#> Land Mines
#> Single Elder Home Monitoring: Gas and Position
#> Sepsis Survival Minimal Clinical Records
#> Secondary Mushroom
#> Power Consumption of Tetouan City
#> Raisin
#> Steel Industry Energy Consumption
#> Higher Education Students Performance Evaluation
#> Risk Factor Prediction of Chronic Kidney Disease
#> Maternal Health Risk
#> Room Occupancy Estimation
#> Cirrhosis Patient Survival Prediction
#> SUPPORT2
#> National Health and Nutrition Health Survey 2013-2014 (NHANES) Age Prediction Subset
#> AIDS Clinical Trials Group Study 175
#> CDC Diabetes Health Indicators
#> Recipe Reviews and User Feedback
#> Forty Soybean Cultivars from Subsequent Harvests
#> Differentiated Thyroid Cancer Recurrence
#> Infrared Thermography Temperature
#> National Poll on Healthy Aging (NPHA)
#> Regensburg Pediatric Appendicitis
#> RT-IoT2022
#> PhiUSIIL Phishing URL (Website)
#> id
#> 1
#> 2
#> 3
#> 8
#> 9
#> 10
#> 12
#> 13
#> 14
#> 15
#> 16
#> 17
#> 18
#> 19
#> 20
#> 22
#> 23
#> 26
#> 27
#> 28
#> 29
#> 30
#> 31
#> 32
#> 33
#> 38
#> 39
#> 40
#> 42
#> 43
#> 44
#> 45
#> 46
#> 47
#> 50
#> 52
#> 53
#> 54
#> 58
#> 59
#> 60
#> 62
#> 63
#> 69
#> 70
#> 73
#> 74
#> 75
#> 76
#> 78
#> 80
#> 81
#> 82
#> 83
#> 87
#> 88
#> 89
#> 90
#> 91
#> 92
#> 94
#> 95
#> 96
#> 101
#> 105
#> 107
#> 109
#> 110
#> 111
#> 116
#> 117
#> 122
#> 143
#> 144
#> 145
#> 146
#> 147
#> 148
#> 149
#> 151
#> 155
#> 158
#> 159
#> 161
#> 162
#> 165
#> 172
#> 174
#> 176
#> 183
#> 184
#> 186
#> 189
#> 193
#> 198
#> 211
#> 212
#> 222
#> 225
#> 229
#> 235
#> 242
#> 244
#> 247
#> 257
#> 264
#> 267
#> 270
#> 275
#> 277
#> 291
#> 292
#> 294
#> 296
#> 300
#> 312
#> 320
#> 327
#> 329
#> 332
#> 336
#> 342
#> 350
#> 352
#> 357
#> 360
#> 365
#> 367
#> 368
#> 372
#> 373
#> 374
#> 379
#> 380
#> 381
#> 383
#> 390
#> 396
#> 409
#> 419
#> 426
#> 445
#> 451
#> 461
#> 462
#> 464
#> 467
#> 468
#> 471
#> 477
#> 484
#> 485
#> 488
#> 492
#> 503
#> 519
#> 529
#> 536
#> 537
#> 544
#> 545
#> 547
#> 551
#> 555
#> 560
#> 563
#> 565
#> 567
#> 571
#> 572
#> 579
#> 582
#> 591
#> 597
#> 601
#> 602
#> 603
#> 697
#> 713
#> 722
#> 728
#> 732
#> 755
#> 759
#> 760
#> 763
#> 799
#> 827
#> 848
#> 849
#> 850
#> 851
#> 856
#> 857
#> 863
#> 864
#> 878
#> 880
#> 887
#> 890
#> 891
#> 911
#> 913
#> 915
#> 925
#> 936
#> 938
#> 942
#> 967
#>