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100+ datasets found
  1. Animal Bites

    • www.kaggle.com
    zip
    Updated Sep 15, 2017
  2. c

    Top 10 Animal organizations

    • www.causeiq.com
    Updated Jul 21, 2019
  3. Waarnemingen.be - Non-native animal occurrences in Flanders and the Brussels...

    • www.gbif.org
    • search.datacite.org
    Updated Mar 15, 2021
  4. d

    Animal complaints

    • data.gov.au
    • data.wu.ac.at
    csv
    Updated Jan 18, 2021
  5. Zoo Animal Classification

    • www.kaggle.com
    zip
    Updated Dec 24, 2016
  6. e

    MICOS complex subunit MIC26/MIC27, animal

    • www.ebi.ac.uk
    Updated Oct 15, 2020
  7. Animal Crossing New Horizons Catalog

    • www.kaggle.com
    zip
    Updated May 18, 2020
  8. c

    Top 10 Animal advocates

    • www.causeiq.com
    Updated Jul 18, 2019
  9. e

    Spermine synthase, animal

    • www.ebi.ac.uk
    Updated Feb 1, 2008
  10. d

    Data from: Animal Sound Identifier (ASI): software for automated...

    • datadryad.org
    • www.narcis.nl
    • +1more
    zip
    Updated May 7, 2019
  11. Export of animals and animal products to the UK

    • data.gov.uk
    xlsx, pdf
    Updated Apr 13, 2021
  12. Performance Dashboard Animal health: subscriptions to alerts for exotic...

    • data.gov.uk
    • www.europeandataportal.eu
    • +1more
    Updated Mar 19, 2020
  13. d

    Animal Agility Equipment

    • data.gov.au
    • magda.3dimension.jp
    zip
    Updated Nov 13, 2019
  14. d

    Data from: Darwinian sex roles confirmed across the animal kingdom

    • datadryad.org
    • www.narcis.nl
    • +1more
    zip
    Updated Jan 14, 2017
  15. d

    Townsville City Council Animal Registrations

    • data.gov.au
    xlsx, csv
    Updated Jan 3, 2021
  16. d

    Townsville City Council Animal Complaints

    • data.gov.au
    xlsx, csv
    Updated Feb 28, 2021
  17. f

    Animal Toxicity Studies: Effects and Endpoints (Toxicity Reference Database...

    • epa.figshare.com
    Updated Feb 27, 2019
  18. G

    Animal Registrations and Transfers

    • open.canada.ca
    • data.wu.ac.at
    xml, csv, html
    Updated Oct 27, 2019
  19. D

    FY 2019 Dallas Animal Medical Record

    • www.dallasopendata.com
    • www.splitgraph.com
    xml +5
    Updated Dec 10, 2019
  20. G

    Registrations of Animals from Artificial Insemination Sires and Embryo...

    • open.canada.ca
    • data.wu.ac.at
    xml, csv, html
    Updated Oct 27, 2019
  21. Animal Tracking at Heard Island 2003/2004 - ARGOS data

    • data.aad.gov.au
    • researchdata.edu.au
    • +1more
    Updated Nov 15, 2010
  22. d

    Data from: A computer vision for animal ecology

    • datadryad.org
    • search.datacite.org
    zip
    Updated Oct 26, 2018
  23. e

    CST complex subunit Ten1, animal and plant type

    • www.ebi.ac.uk
    Updated Feb 11, 2021
  24. d

    Animal rescue incidents attended by London Fire Brigade

    • data.gov.uk
    xls
    Updated Nov 4, 2016
  25. c

    Top 10 Animal services organizations

    • www.causeiq.com
    Updated Jul 21, 2019
  26. d

    Data from: Energy and the scaling of animal space use

    • datadryad.org
    • www.narcis.nl
    zip
    Updated Apr 9, 2015
  27. N

    as-Animal - AZ48K: as-Animal

    • identifiers.org
    • neurovault.org
    nifti
    Updated Sep 30, 2020
  28. e

    Animal heme peroxidase superfamily profile

    • www.ebi.ac.uk
    Updated Feb 20, 2020
  29. Agriculture; labour force by region

    • www.cbs.nl
    • beta2-prod-data.overheid.nl
    xml
    Updated Mar 19, 2021
  30. Animal Collections Of The Department of Zoology- Nasarawa State University...

    • www.gbif.org
    • bionomia.net
    • +2more
    Updated Jan 26, 2019
  31. Faunal dataset: reconstructing climatic niche breadth of land use for animal...

    • doi.pangaea.de
    • figshare.com
    zip
    Updated Aug 15, 2019
  32. H

    Replication Data for: Disease implications of animal social network...

    • dataverse.harvard.edu
    tsv
    Updated Nov 18, 2017
  33. e

    Histone-lysine N-methyltransferase SETD2, animal

    • www.ebi.ac.uk
    Updated Jun 26, 2019
  34. Federally Reportable Diseases for Terrestrial Animals in Canada (2010-2018)

    • open.canada.ca
    csv
    Updated Jun 10, 2020
  35. d

    Data from: Analysis of animal accelerometer data using hidden Markov models

    • datadryad.org
    • search.datacite.org
    zip
    Updated Sep 7, 2017
  36. Austin Animal Center Shelter Intakes and Outcomes

    • www.kaggle.com
    zip
    Updated Apr 9, 2018
  37. Individual whole-animal parameters of Polar cod (Boreogadus saida) and...

    • doi.pangaea.de
    • search.datacite.org
    tsv, html
    Updated Oct 31, 2016
  38. C

    Data from: Annotation of epidemiological information in animal...

    • dataverse.cirad.fr
    • search.datacite.org
    Updated Dec 4, 2019
  39. O

    Register of development approvals for intensive animal feedlots

    • www.data.qld.gov.au
    • researchdata.edu.au
    • +2more
    xls
    Updated Jul 10, 2019
  40. O

    Remuneration information – Racing Animal Welfare and Integrity Board

    • www.data.qld.gov.au
    • researchdata.edu.au
    xlsx
    Updated May 7, 2020
  41. Special Eurobarometer 442: Attitudes of Europeans towards Animal Welfare

    • data.europa.eu
    • www.europeandataportal.eu
    Updated 18.02.2020 г.
  42. Animal Rabies Cases in Canada (2014-2018)

    • open.canada.ca
    csv
    Updated Jun 10, 2020
  43. e

    USA National Phenology Network (USA-NPN) Plant and Animal Phenology Data for...

    • knb.ecoinformatics.org
    • dataone.org
    • +1more
    Updated Nov 13, 2013
  44. Farm input price index, animal production

    • open.canada.ca
    • www150.statcan.gc.ca
    • +1more
    xml, csv, html
    Updated Sep 18, 2020
  45. d

    Austin Animal Shelter Adoption Predictions

    • data.world
    zip, csv
    Updated Feb 21, 2021
  46. O

    Animal biosecurity zones - Queensland series

    • www.data.qld.gov.au
    • researchdata.edu.au
    • +2more
    xml +1
    Updated Nov 12, 2020
  47. Data from: Impact of elevated levels of CO2 on animal mediated ecosystem...

    • doi.pangaea.de
    tsv, html
    Updated Jun 5, 2013
  48. d

    Plant and Animal Phenology Data for the United States

    • dataone.org
    • knb.ecoinformatics.org
    • +1more
    Updated Jun 11, 2012
  49. e

    NIF3-like protein 1, animal

    • www.ebi.ac.uk
    Updated Nov 25, 2020
  50. d

    Data from: Pest animal and Weed Management Survey: National landholder...

    • data.gov.au
    • magda.3dimension.jp
    tableau, pdf, xml +1
    Updated Jun 26, 2018
  51. b

    Animal condition data from Pleuromamma xiphias (Atlantic Ocean, AMT24)...

    • www.bco-dmo.org
    Updated Mar 13, 2017
  52. Study design elements in preclinical animal experiments

    • iastate.figshare.com
    • search.datacite.org
    txt
    Updated Sep 9, 2020
  53. N

    animal - wl8Py

    • neurovault.org
    zip
    Updated May 7, 2020
  54. d

    Data from: Estimating animal density without individual recognition using...

    • datadryad.org
    • www.narcis.nl
    • +1more
    zip
    Updated Nov 13, 2018
  55. /

    Data from: Customizable Recorder of Animal Kinesis (CRoAK): A Multi-axis...

    • data.mendeley.com
    • figshare.com
    Updated May 19, 2020
  56. Gridded datasets of animal manure nitrogen and phosphorus production and...

    • doi.pangaea.de
    tsv, html
    Updated Jul 7, 2020
  57. N

    animal - A6oJv

    • neurovault.org
    zip
    Updated May 7, 2020
  58. /

    Data from: Exaptation as a mechanism for functional reinforcement of an...

    • data.mendeley.com
    • search.datacite.org
    Updated Sep 6, 2018
  59. N

    audio_visual_confounds - MzQW1: animal

    • neurovault.org
    nifti
    Updated May 15, 2020
  60. d

    Austin TX Animal Center Stats

    • data.world
    zip, csv
    Updated Mar 29, 2021
  61. Animal Shelter Analytics

    • www.kaggle.com
    zip
    Updated Mar 4, 2021
  62. w

    Animal Offenses

    • opendata.wichita.gov
    • open-cityofwichita.opendata.arcgis.com
    Updated Aug 17, 2016
  63. Non-listed disease report to OIE (World Organisation for Animal Health) for...

    • data.usgs.gov
    Updated Jun 29, 2020
  64. O

    Survey Results 2014 - Feral Animal Summit Actions

    • www.data.qld.gov.au
    • researchdata.edu.au
    • +1more
    csv
    Updated Jul 10, 2019
  65. Austin Animal Center Shelter Outcomes

    • www.kaggle.com
    zip
    Updated Feb 16, 2018
  66. N

    da bomb dot com - AY4yO: animal

    • neurovault.org
    nifti
    Updated Oct 7, 2020
  67. Special Eurobarometer 270: Attitudes of EU citizens towards Animal Welfare

    • data.europa.eu
    • www.europeandataportal.eu
    Updated 10.07.2019 г.
  68. Data from: Whole genome sequencing investigation of...

    • microbiology.figshare.com
    • search.datacite.org
    xlsx
    Updated Jan 20, 2016
  69. S

    Data from: Meta-analysis of gene expression patterns in animal models of...

    • dataverse.scholarsportal.info
    • search.datacite.org
    application/x-gzip
    Updated Mar 5, 2019
  70. Federally Reportable Aquatic Animal Diseases in Canada (2010-2018)

    • open.canada.ca
    csv
    Updated Jun 10, 2020
  71. O

    Registered operators of intensive animal feedlots

    • www.data.qld.gov.au
    • researchdata.edu.au
    xls
    Updated Jul 10, 2019
  72. Bosnia and Herzegovina Exports: HS: Live Animals & Animal Products: Other...

    • www.ceicdata.com
  73. Venom on ice: Novel venoms from Antarctic marine animals.

    • data.aad.gov.au
    • researchdata.edu.au
    • +1more
  74. N

    animal - MpDX5: animal

    • neurovault.org
    nifti
    Updated May 7, 2020
  75. Animal Crossing Reviews

    • www.kaggle.com
    zip
    Updated May 4, 2020
  76. d

    Data from: Animal permits

    • data.gov.au
    • data.wu.ac.at
    csv
    Updated Jan 18, 2021
  77. China CN: Export: Yarn of Carded Animal Hair, Not for Retail Sale: Animal...

    • www.ceicdata.com
  78. g

    Data collected on animal species through census using Kilometric Abundance...

    • www.gbif.org
    • lifewatch.geocat.live
    • +1more
    Updated Aug 13, 2018
  79. H

    Data from: Animal Census Dataset

    • dataverse.harvard.edu
    pdf, tsv, csv
    Updated May 13, 2019
  80. g

    DEMNA-DNE : Exotic animal occurrences in Wallonia, Belgium

    • www.gbif.org
    • lifewatch.geocat.live
    Updated Jul 4, 2019
  81. Flash Eurobarometer 238: Europeans’ attitudes towards animal cloning

    • data.europa.eu
    • www.europeandataportal.eu
    Updated 10.07.2019 г.
  82. Animal populations by NUTS 2 regions

    • data.europa.eu
    • ring.ciard.net
    • +1more
    Updated 3. 3. 2021
  83. g

    Census of animal species in Biosphere Reserve of Pendjari. Data mobilzed in...

    • www.gbif.org
    • lifewatch.geocat.live
    • +1more
    Updated Aug 13, 2018
  84. G

    Human-wildlife conflict incidents managed by Parks Canada

    • open.canada.ca
    csv
    Updated Dec 24, 2020
  85. p

    Data from: Animal Model Dependent Response to Pentagalloyl Glucose in Murine...

    • purr.purdue.edu
    Updated Jan 11, 2021
  86. Animal output - basic and producer prices

    • data.europa.eu
    • db.nomics.world
    Updated 25.09.2020 г.
  87. Number of bovine and porcine Artificial Breeding Controls animal licences...

    • data.gov.uk
    • www.europeandataportal.eu
    • +1more
    csv
    Updated Jun 24, 2016
  88. Amendments (2019) to the Health of Animal Regulations Part XII-...

    • open.canada.ca
    csv
    Updated Jun 10, 2020
  89. Special Eurobarometer 229: Attitudes of consumers towards the welfare of...

    • data.europa.eu
    • www.europeandataportal.eu
    Updated 10.07.2019 г.
  90. Preliminary data from animal borne cameras on loggerhead sea turtles in St....

    • data.usgs.gov
    • usgs.ornl.gov
    Updated Feb 24, 2020
  91. e

    Trapping locations, animal body mass, and breeding conditions of Neotoma...

    • knb.ecoinformatics.org
    • dataone.org
    • +1more
    Updated Nov 5, 2004
  92. f

    FAIRsharing record for: Animal Trait Ontology for Livestock

    • fairsharing.org
    • catoblepas.oerc.ox.ac.uk
    Updated Oct 24, 2017
  93. O

    Pest Central - pest animals - Queensland

    • www.data.qld.gov.au
    • researchdata.edu.au
    xml
    Updated Nov 17, 2020
  94. Producer price indices, animals and animal products

    • db.nomics.world
    • data.europa.eu
    Updated Feb 25, 2020
  95. e

    AAA02 - Farm Animals in December (Thousand) by Type of Animal and Year

    • www.europeandataportal.eu
    • data.wu.ac.at
    unknown
    Updated 21 abr 2020
  96. g

    Collection of occurrence data on animal species in the Biosphere Reserve of...

    • www.gbif.org
    • lifewatch.geocat.live
    • +1more
    Updated Aug 13, 2018
  97. Animal Shelters in North America

    • www.kaggle.com
    zip
    Updated Apr 5, 2018
  98. Animal Welfare and Hygiene Compliance Sections

    • data.gov.uk
    • www.europeandataportal.eu
    • +1more
    csv, .csv
    Updated Aug 6, 2020
  99. t

    Colombia exports of animal, vegetable fats and oils, cleavage products

    • tradingeconomics.com
    Updated Jun 8, 2017
  100. University of Wisconsin-Madison Faculty and Undergraduate Student Animal...

    • www.openicpsr.org
    • datasearch.gesis.org
    • +2more
    stata
    Updated Sep 27, 2019
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Cite
UCI Machine Learning (2016). Zoo Animal Classification [Dataset]. https://www.kaggle.com/uciml/zoo-animal-classification
Organization logo

Zoo Animal Classification

Use Machine Learning Methods to Correctly Classify Animals Based Upon Attributes

10 scholarly articles cite this dataset (View in Google Scholar)
zip (1898 bytes)Available download formats
Dataset updated Dec 24, 2016
Dataset authored and provided by
UCI Machine Learning
License

Database: Open Database, Contents: Database Contentshttp://opendatacommons.org/licenses/dbcl/1.0/

Description

This dataset consists of 101 animals from a zoo. There are 16 variables with various traits to describe the animals. The 7 Class Types are: Mammal, Bird, Reptile, Fish, Amphibian, Bug and Invertebrate

The purpose for this dataset is to be able to predict the classification of the animals, based upon the variables. It is the perfect dataset for those who are new to learning Machine Learning.

zoo.csv

Attribute Information: (name of attribute and type of value domain)

  1. animal_name: Unique for each instance
  2. hair Boolean
  3. feathers Boolean
  4. eggs Boolean
  5. milk Boolean
  6. airborne Boolean
  7. aquatic Boolean
  8. predator Boolean
  9. toothed Boolean
  10. backbone Boolean
  11. breathes Boolean
  12. venomous Boolean
  13. fins Boolean
  14. legs Numeric (set of values: {0,2,4,5,6,8})
  15. tail Boolean
  16. domestic Boolean
  17. catsize Boolean
  18. class_type Numeric (integer values in range [1,7])

class.csv

This csv describes the dataset

  1. Class_Number Numeric (integer values in range [1,7])
  2. Number_Of_Animal_Species_In_Class Numeric
  3. Class_Type character -- The actual word description of the class
  4. Animal_Names character -- The list of the animals that fall in the category of the class

Acknowledgements

UCI Machine Learning: https://archive.ics.uci.edu/ml/datasets/Zoo

Source Information -- Creator: Richard Forsyth -- Donor: Richard S. Forsyth 8 Grosvenor Avenue Mapperley Park Nottingham NG3 5DX 0602-621676 -- Date: 5/15/1990

Inspiration

What are the best machine learning ensembles/methods for classifying these animals based upon the variables given?

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