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100+ datasets found
  1. Animal Bites

    • www.kaggle.com
    zip
    Updated Sep 15, 2017
  2. Zoo Animal Classification

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

    Haem peroxidase, animal-type

    • www.ebi.ac.uk
    Updated Jan 14, 1999
  4. D

    FY2019 Dallas Animals Field Data

    • www.dallasopendata.com
    application/rssxml +5
    Updated Apr 27, 2020
  5. Waarnemingen.be - Non-native animal occurrences in Flanders and the Brussels...

    • www.gbif.org
    • beta.metadata.vlaanderen.be
    • +2more
    Updated Jun 4, 2020
  6. Animal Welfare and Hygiene Compliance Sections

    • data.gov.uk
    • www.europeandataportal.eu
    • +1more
    csv
    Updated May 7, 2020
  7. r

    Data from: A Brief Overview on Different Animal Detection Methods

    • www.researchgate.net
    pdf
    Updated Jun 10, 2013
  8. D

    FY 2017 Dallas Animals Field Data

    • www.dallasopendata.com
    • data.wu.ac.at
    tsv, xml +4
    Updated Jul 1, 2020
  9. d

    Animal complaints

    • data.gov.au
    • data.wu.ac.at
    csv
    Updated Dec 1, 2020
  10. Animal Crossing Reviews

    • www.kaggle.com
    zip
    Updated May 4, 2020
  11. D

    FY 2019 Dallas Animal Medical Record

    • www.dallasopendata.com
    xml +5
    Updated Apr 27, 2020
  12. d

    Data from: Animal permits

    • data.gov.au
    • data.wu.ac.at
    csv
    Updated Aug 4, 2020
  13. D

    FY 2018 Dallas Animals Field Data

    • www.dallasopendata.com
    • data.wu.ac.at
    tsv +5
    Updated Oct 4, 2018
  14. o

    Data from: IMOS - Animal Tracking Facility - Acoustic Tracking - Quality...

    • obis.org
    • researchdata.edu.au
    • +2more
    Updated Feb 21, 2018
  15. d

    Animal Agility Equipment

    • data.gov.au
    zip
    Updated Nov 13, 2019
  16. O

    Remuneration information – Racing Animal Welfare and Integrity Board

    • www.data.qld.gov.au
    • researchdata.edu.au
    xlsx
    Updated May 7, 2020
  17. G

    Animal Registrations and Transfers

    • open.canada.ca
    • data.wu.ac.at
    xml, csv, html
    Updated Oct 27, 2019
  18. Data from: Animal Sound Identifier (ASI): software for automated...

    • datadryad.org
    • www.narcis.nl
    • +1more
    zip
    Updated May 7, 2019
  19. d

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

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

    Dallas Animal Field Data_Copy

    • www.dallasopendata.com
    • data.wu.ac.at
    tsv, xml +4
    Updated Jun 26, 2020
  21. d

    Townsville City Council Animal Complaints

    • data.gov.au
    xlsx, csv
    Updated May 31, 2020
  22. a

    Animal Tracking at Heard Island 2003/2004 - ARGOS data

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

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

    • dataverse.harvard.edu
    tsv
    Updated Nov 18, 2017
  24. Data from: Calculating the ecological impacts of animal-borne instruments on...

    • datadryad.org
    • www.narcis.nl
    • +1more
    zip
    Updated Oct 7, 2014
  25. Data from: Pluripotency and the origin of animal multicellularity

    • datadryad.org
    • www.narcis.nl
    • +1more
    zip
    Updated Jun 12, 2019
  26. P

    Individual whole-animal parameters of Polar cod (Boreogadus saida) and...

    • doi.pangaea.de
    • pangaea.figshare.com
    zip
    Updated Oct 31, 2016
  27. O

    Animal biosecurity zones - Queensland series

    • www.data.qld.gov.au
    • researchdata.edu.au
    • +1more
    Updated Mar 16, 2020
  28. t

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

    • tradingeconomics.com
    Updated Jun 7, 2017
  29. Data from: Predicting the continuum between corridors and barriers to animal...

    • datadryad.org
    • www.narcis.nl
    • +1more
    zip
    Updated May 8, 2015
  30. 10.9:Manufacture of Prepared Animal Feeds: CVM: annual & monthly gr

    • www.ons.gov.uk
    csv, xls
    Updated Feb 11, 2020
  31. d

    Dead Animal Pickup in Last 30 Days

    • opendata.dc.gov
    Updated Apr 30, 2015
  32. L

    Animal Services Intake Data

    • data.lacity.org
    • catalog.data.gov
    • +2more
    xml +5
    Updated May 27, 2014
  33. d

    Data from: Energy and the scaling of animal space use

    • datadryad.org
    • www.narcis.nl
    • +1more
    zip
    Updated Apr 9, 2015
  34. H

    Animal Social Network Repository

    • dataverse.harvard.edu
    • search.datacite.org
    tsv, text/markdown +2
    Updated Apr 10, 2019
  35. D

    311 Service Requests Every 15-Minutes for Animal Group Type

    • www.dallasopendata.com
    • data.wu.ac.at
    application/rssxml +5
    Updated Apr 27, 2020
  36. Data from: Analysis of animal accelerometer data using hidden Markov models

    • datadryad.org
    • www.narcis.nl
    • +1more
    zip
    Updated Sep 7, 2017
  37. H

    Data from: Animal Census Dataset

    • dataverse.harvard.edu
    pdf, tsv, csv
    Updated May 13, 2019
  38. t

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

    • tradingeconomics.com
    Updated Jun 8, 2017
  39. e

    Mitochondrial ATP synthase subunit g, animal

    • www.ebi.ac.uk
    Updated Nov 20, 2015
  40. International Database on Aquatic Animal Diseases

    • data.gov.uk
    • www.europeandataportal.eu
    • +1more
    Updated Dec 19, 2013
  41. D

    City Facilities - GSA - Animal Care and Control Jurisdiction or Leased

    • data.sfgov.org
    application/rssxml +5
    Updated May 29, 2020
  42. e

    Haem peroxidase domain superfamily, animal type

    • www.ebi.ac.uk
    Updated Jan 14, 1999
  43. d

    Surf Coast Shire Animal Registrations

    • data.gov.au
    wfs, csv, json, shp +1
    Updated Sep 27, 2018
  44. g

    Animal Sound Archive

    • www.gbif.org
    • search.datacite.org
    Updated Aug 18, 2016
  45. Live Animal Export - Greyhound Exports

    • data.gov.au
    xlsx, unknown format
    Updated May 1, 2020
  46. t

    Australia Imports from Malaysia of Animal, vegetable fats and oils, cleavage...

    • tradingeconomics.com
    Updated Aug 7, 2017
  47. Federally Reportable Diseases for Terrestrial Animals in Canada (2010-2018)

    • open.canada.ca
    csv
    Updated Jun 10, 2020
  48. t

    Brazil Exports of Residues, wastes of food industry, animal fodder

    • tradingeconomics.com
    • d3fy651gv2fhd3.cloudfront.net
    Updated May 3, 2017
  49. Farm input price index, animal production

    • open.canada.ca
    • data.wu.ac.at
    xml, csv, html
    Updated Mar 5, 2020
  50. O

    Register of development approvals for intensive animal feedlots

    • www.data.qld.gov.au
    • researchdata.edu.au
    • +1more
    xls
    Updated Jul 10, 2019
  51. a

    Venom on ice: Novel venoms from Antarctic marine animals.

    • data.aad.gov.au
    • researchdata.edu.au
  52. P

    Data from: Impact of elevated levels of CO2 on animal mediated ecosystem...

    • doi.pangaea.de
    • www.researchgate.net
    • +2more
    tsv, html
    Updated Jun 5, 2013
  53. d

    Animal rescue incidents attended by London Fire Brigade

    • data.gov.uk
    • www.europeandataportal.eu
    xls
    Updated Nov 4, 2016
  54. P

    Faunal dataset: reconstructing climatic niche breadth of land use for animal...

    • doi.pangaea.de
    • www.researchgate.net
    • +1more
    zip
    Updated Aug 15, 2019
  55. f

    FAIRsharing record for: Animal Quantitative Trait Loci (QTL) Database

    • fairsharing.org
    • catoblepas.oerc.ox.ac.uk
    Updated Mar 6, 2018
  56. Data from: A computer vision for animal ecology

    • datadryad.org
    • www.narcis.nl
    • +1more
    zip
    Updated Oct 26, 2018
  57. Animal Reporting and Movement Service - Goat movements 2017

    • data.gov.uk
    • data.wu.ac.at
    xls
    Updated Mar 19, 2020
  58. O

    Registered operators of intensive animal feedlots

    • www.data.qld.gov.au
    • researchdata.edu.au
    • +1more
    xls
    Updated Jul 10, 2019
  59. o

    Animal Demography Unit - Coordinated Waterbird Counts (CWAC)

    • obis.org
    Updated Nov 12, 2018
  60. Amendments (2019) to the Health of Animal Regulations Part XII-...

    • open.canada.ca
    csv
    Updated Jun 10, 2020
  61. 7169310900: Input component - Imported products used in Manu of Animal Feed

    • www.ons.gov.uk
    csv, xls
    Updated Apr 22, 2020
  62. University of Wisconsin-Madison Faculty and Undergraduate Student Animal...

    • www.openicpsr.org
    • datasearch.gesis.org
    • +2more
    stata
    Updated Sep 27, 2019
  63. Data from: Functional responses in animal movement explain spatial...

    • datadryad.org
    • www.narcis.nl
    • +1more
    zip
    Updated Apr 5, 2018
  64. Data from: Animal welfare licences

    • data.gov.uk
    • ring.ciard.net
    • +2more
    csv
    Updated Jun 23, 2020
  65. Animal Crossing New Horizons NookPlaza Catalog

    • www.kaggle.com
    zip
    Updated May 18, 2020
  66. e

    N-acetylglutamate synthase, animal

    • www.ebi.ac.uk
    Updated Nov 20, 2015
  67. o

    Collections data on ecology of bottom animal of the Southern ocean

    • obis.org
    • www.gbif.org
    • +2more
    Updated Mar 19, 2019
  68. P

    Composition and crystal parameters of carbonate-apatites from animal teeth...

    • doi.pangaea.de
    • www.researchgate.net
    • +1more
    zip
    Updated Jul 25, 2004
  69. G

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

    • open.canada.ca
    • data.amerigeoss.org
    • +1more
    xml, csv, html
    Updated Oct 27, 2019
  70. Austin Animal Center Shelter Intakes and Outcomes

    • www.kaggle.com
    zip
    Updated Apr 9, 2018
  71. o

    Animal Demography Unit - The Birds in Reserves Project (BIRP)

    • obis.org
    Updated Nov 12, 2018
  72. Livestock production systems

    • data.csiro.au
    • researchdata.edu.au
    • +1more
    Updated 2018
  73. t

    Australia exports of wool, animal hair, horsehair yarn and fabric

    • tradingeconomics.com
    Updated Jun 1, 2017
  74. Austin Animal Center Shelter Outcomes

    • www.kaggle.com
    zip
    Updated Feb 16, 2018
  75. O

    Pest Central - pest animals - Queensland

    • www.data.qld.gov.au
    • researchdata.edu.au
    • +1more
    Updated Mar 26, 2020
  76. O

    Survey Results 2014 - Feral Animal Summit Actions

    • www.data.qld.gov.au
    • researchdata.edu.au
    • +2more
    csv
    Updated Jul 10, 2019
  77. G

    Human-wildlife conflict incidents managed by Parks Canada

    • open.canada.ca
    csv
    Updated Dec 21, 2019
  78. Animals slaughtered, supply and disappearance in Canada

    • open.canada.ca
    • data.wu.ac.at
    xml, csv, html
    Updated Mar 5, 2020
  79. Animal Tracking Data

    • inport.nmfs.noaa.gov
    • catalog.data.gov
    • +1more
  80. e

    Transcription initiation factor TFIID subunit 1, animal

    • www.ebi.ac.uk
    Updated Apr 21, 2013
  81. f

    FAIRsharing record for: Animal Transcription Factor Database

    • fairsharing.org
    • catoblepas.oerc.ox.ac.uk
    Updated Mar 15, 2019
  82. e

    Protein-glutamine gamma-glutamyltransferase, animal

    • www.ebi.ac.uk
    Updated Feb 1, 2002
  83. g

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

    • www.gbif.org
    • search.datacite.org
    Updated Aug 13, 2018
  84. P

    Animal observations in the Weddell Sea

    • doi.pangaea.de
    • www.researchgate.net
    • +1more
    zip
    Updated Jun 1, 1981
  85. r

    Data from: Can one animal represent an entire herd? Modeling pastoral...

    • www.researchgate.net
    pdf
    Updated Apr 23, 2018
  86. c

    Top 10 Animal organizations

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

    Data from: Estimating interactions between individuals from concurrent...

    • datadryad.org
    zip
    Updated Jun 11, 2019
  88. H

    Multiple risk model for brucellosis at the human animal interface in Egypt

    • dataverse.harvard.edu
    • search.datacite.org
    tsv
    Updated Jul 8, 2019
  89. Data from: Farm Livestock

    • open.canada.ca
    • data.wu.ac.at
    jpg, pdf
    Updated Jan 26, 2017
  90. EMPRES Global Animal Disease Surveillance

    • www.kaggle.com
    zip
    Updated Aug 24, 2017
  91. P

    d15N of lipids in marine animals of the Dutch Wadden Sea

    • doi.pangaea.de
    • www.researchgate.net
    • +2more
    tsv, html
    Updated Dec 1, 2015
  92. Animal Rabies Cases in Canada (2014-2018)

    • open.canada.ca
    csv
    Updated Jun 10, 2020
  93. NNDSS - Rabies, animal to Rubella, congenital

    • www.kaggle.com
    zip
    Updated May 23, 2019
  94. d

    Spend over £25,000 in Animal Health

    • data.gov.uk
    • www.europeandataportal.eu
    • +1more
    csv
    Updated Dec 23, 2010
  95. d

    Data from: Are researchers moving away from animal models as a result of...

    • datadryad.org
    zip
    Updated Mar 4, 2020
  96. Data from: Retrospective harm benefit analysis of pre-clinical animal...

    • datadryad.org
    • www.narcis.nl
    zip
    Updated Feb 21, 2019
  97. NNDSS - Mumps to Rabies, animal

    • www.kaggle.com
    zip
    Updated May 23, 2019
  98. e

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

    • www.europeandataportal.eu
    • data.wu.ac.at
    unknown
    Updated 17.04.2020 г.
  99. Data from: “Chancing on a spectacle:” co-occurring animal migrations and...

    • datadryad.org
    zip
    Updated Mar 11, 2020
  100. d

    Data from: Odd couples: extraordinary differences between the sexes in the...

    • datadryad.org
    • www.narcis.nl
    zip
    Updated Apr 29, 2013
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Zoo Animal Classification

Use Machine Learning Methods to Correctly Classify Animals Based Upon Attributes

7 scholarly articles cite this dataset (View in Google Scholar)
zip (5331 bytes)Available download formats
Dataset updated Dec 24, 2016
Dataset 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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