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100+ datasets found
  1. Animal Bites

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

    Data from: A Brief Overview on Different Animal Detection Methods

    • www.researchgate.net
    pdf
    Updated Jun 10, 2013
  3. d

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

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

    FY2019 Dallas Animals Field Data

    • www.dallasopendata.com
    • data.wu.ac.at
    tsv +5
    Updated Dec 4, 2019
  5. D

    FY 2018 Dallas Animals Field Data

    • www.dallasopendata.com
    • data.wu.ac.at
    tsv, xml +4
    Updated Oct 4, 2018
  6. d

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

    • datadryad.org
    • www.narcis.nl
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    zip
    Updated Nov 13, 2018
  7. Animal Welfare and Hygiene Compliance Sections

    • data.gov.uk
    • data.wu.ac.at
    csv
    Updated Feb 10, 2020
  8. d

    Animal Agility Equipment

    • data.gov.au
    zip
    Updated Nov 13, 2019
  9. D

    FY 2019 Dallas Animal Medical Record

    • www.dallasopendata.com
    tsv +5
    Updated Dec 10, 2019
  10. d

    Austin Animal Shelter Adoption Predictions

    • data.world
    zip, csv
    Updated Mar 13, 2020
  11. d

    Data from: Energy and the scaling of animal space use

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

    Data from: An Ishihara-style test of animal colour vision

    • datadryad.org
    • www.narcis.nl
    zip
    Updated Oct 31, 2018
  13. d

    Data from: Machine learning to classify animal species in camera trap...

    • datadryad.org
    • www.narcis.nl
    zip
    Updated Jan 2, 2019
  14. d

    Data from: Pluripotency and the origin of animal multicellularity

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

    Data from: Evolution of diet across the animal Tree of Life

    • datadryad.org
    zip
    Updated Jul 9, 2019
  16. H

    Animal Social Network Repository

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

    South Africa Imports of Live Animals & Animal Products

    • tradingeconomics.com
    Updated May 28, 2017
  18. G

    Animal Registrations and Transfers

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

    Animal biosecurity zones - Queensland series

    • www.data.qld.gov.au
    • researchdata.ands.org.au
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  20. O

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    • www.data.qld.gov.au
    • researchdata.ands.org.au
    xlsx
    Updated Jul 10, 2019
  21. d

    Data from: Functional responses in animal movement explain spatial...

    • datadryad.org
    • search.datacite.org
    zip
    Updated Apr 5, 2018
  22. d

    Data from: Incorporating animal spatial memory in step selection functions

    • datadryad.org
    • www.narcis.nl
    • +1more
    zip
    Updated Nov 4, 2016
  23. H

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

    • dataverse.harvard.edu
    tsv
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  24. f

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

    • epa.figshare.com
    • search.datacite.org
    bin
    Updated Feb 27, 2019
  25. t

    United States Exports of Residues, wastes of food industry, animal fodder

    • tradingeconomics.com
    Updated Sep 1, 2019
  26. a

    Animal Tracking at Heard Island 2003/2004 - ARGOS data

    • data.aad.gov.au
    • cmr.earthdata.nasa.gov
    • +1more
    Updated Nov 15, 2010
  27. P

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

    • doi.pangaea.de
    • www.researchgate.net
    • +2more
    tsv, html
    Updated Oct 31, 2016
  28. Animal Rabies Cases in Canada (2014-2018)

    • open.canada.ca
    csv
    Updated Dec 5, 2019
  29. Representations of animal harm and objectification in the works of Walt...

    • figshare.northumbria.ac.uk
    • figshare.com
    xlsx
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  30. d

    Data from: A computer vision for animal ecology

    • datadryad.org
    • www.narcis.nl
    • +1more
    zip
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  31. t

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

    • tradingeconomics.com
    Updated Aug 7, 2017
  32. t

    Australia Exports to China of Wool, animal hair, horsehair yarn and fabric

    • tradingeconomics.com
    Updated Mar 5, 2020
  33. D

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    • www.dallasopendata.com
    • data.wu.ac.at
    application/rssxml +5
    Updated Jan 10, 2018
  34. Zoo Animal Classification

    • www.kaggle.com
    zip, csv
    Updated Dec 24, 2016
  35. Federally Reportable Diseases for Terrestrial Animals in Canada (2010-2018)

    • open.canada.ca
    csv
    Updated Dec 5, 2019
  36. d

    Animal Licences

    • data.world
    • staging.data.gov.uk
    • +1more
    zip, csv
    Updated Jan 16, 2020
  37. t

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    • tradingeconomics.com
    Updated Jul 31, 2017
  38. t

    Canada Imports from Vietnam of Articles of leather, animal gut, harness,...

    • tradingeconomics.com
    Updated May 31, 2017
  39. t

    Spain Exports of Animal, vegetable fats and oils, cleavage products

    • tradingeconomics.com
    Updated Jun 12, 2017
  40. d

    Animal Bites

    • data.world
    • data.wu.ac.at
    zip, csv
    Updated Apr 2, 2019
  41. t

    Paraguay Exports of Products of animal origin

    • tradingeconomics.com
    Updated Mar 5, 2020
  42. L

    Animal Services Intake Data

    • data.lacity.org
    • catalog.data.gov
    • +2more
    xml +5
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  43. t

    Australia Exports of Wool, animal hair, horsehair yarn and fabric

    • tradingeconomics.com
    Updated Jun 1, 2017
  44. G

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

    • open.canada.ca
    • data.amerigeoss.org
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    xml, csv, html
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  45. d

    Austin Animal Center Live Data

    • data.world
    zip, csv
    Updated Mar 11, 2020
  46. 10.9:Manufacture of Prepared Animal Feeds: CVM: 3mo3m gr

    • www.ons.gov.uk
    csv, xls
    Updated Feb 11, 2020
  47. CPA 08:WW:IM:CVM:BOP:NSA: 01.4. Live animals & animal products

    • www.ons.gov.uk
    csv, xls
    Updated Mar 16, 2020
  48. t

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

    • tradingeconomics.com
    Updated Mar 18, 2017
  49. d

    Marine Animal Speed

    • data.world
    zip, csv
    Updated May 27, 2018
  50. f

    The Effect of Animal Movement on Line Transect Estimates of Abundance

    • figshare.com
    zip
    Updated Dec 3, 2015
  51. O

    Register of development approvals for intensive animal feedlots

    • www.data.qld.gov.au
    • researchdata.ands.org.au
    • +1more
    xls
    Updated Jul 10, 2019
  52. f

    Publication rates in animal research. Extent and characteristics of...

    • figshare.com
    xlsx
    Updated Nov 26, 2019
  53. P

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

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

    List of animal and plants equipments in the city of Barcelona

    • datos.gob.es
    • opendata-ajuntament.barcelona.cat
    Updated Mar 25, 2011
  55. Amendments (2019) to the Health of Animal Regulations Part XII-...

    • open.canada.ca
    csv
    Updated Feb 19, 2019
  56. Table_1_Infants' Daily Experience With Pets and Their Scanning of Animal...

    • figshare.com
    docx
    Updated Jul 10, 2018
  57. o

    Animal Demography Unit - Coordinated Waterbird Counts (CWAC)

    • obis.org
    Updated Nov 12, 2018
  58. H

    Data from: Animal Census Dataset

    • dataverse.harvard.edu
    pdf, tsv, csv
    Updated May 13, 2019
  59. Federally Reportable Aquatic Animal Diseases in Canada (2010-2018)

    • open.canada.ca
    csv
    Updated Dec 5, 2019
  60. C

    Annotation of epidemiological information in animal disease-related news...

    • dataverse.cirad.fr
    • search.datacite.org
    Updated Dec 4, 2019
  61. Data from: Whole genome sequencing investigation of...

    • microbiology.figshare.com
    xlsx
    Updated Jan 20, 2016
  62. D

    311 Service Requests Every 15-Minutes for Animal Group Type

    • www.dallasopendata.com
    • data.wu.ac.at
    xml, tsv +4
    Updated Nov 19, 2019
  63. r

    Effects of Drought and Floods on Crop and Animal Production on Households in...

    • www.researchgate.net
    pdf
    Updated Mar 15, 2013
  64. O

    Pest Central - pest animals - Queensland

    • www.data.qld.gov.au
    • researchdata.ands.org.au
    • +2more
    Updated Mar 26, 2020
  65. o

    Collections data on ecology of bottom animal of the Southern ocean

    • obis.org
    • www.gbif.org
    • +2more
    Updated Mar 19, 2019
  66. Animal Sound Archive

    • www.gbif.org
    Updated Aug 18, 2016
  67. o

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

    • obis.org
    Updated Nov 12, 2018
  68. d

    RRC Animal Registrations 2016

    • data.gov.au
    csv
    Updated Dec 20, 2018
  69. d

    Dead Animal Pickup in Last 30 Days

    • opendata.dc.gov
    • beta-dcgis.opendata.arcgis.com
    Updated Apr 30, 2015
  70. a

    Venom on ice: Novel venoms from Antarctic marine animals.

    • data.aad.gov.au
    • researchdata.ands.org.au
    Updated Mar 31, 2010
  71. Austin Animal Center Shelter Intakes and Outcomes

    • www.kaggle.com
    zip, csv
    Updated Apr 9, 2018
  72. G

    Human-wildlife conflict incidents managed by Parks Canada

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

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

    Follow-up interview data for transboundary animal disease training

    • dataverse.harvard.edu
    • search.datacite.org
    pdf, tsv
    Updated Feb 25, 2019
  75. f

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

    • fairsharing.org
    Updated Mar 6, 2018
  76. d

    Austin Animal Shelter Intakes

    • data.world
    zip, csv
    Updated Jan 23, 2020
  77. Animal Feed Statistics for Great Britain

    • data.gov.uk
    • ring.ciard.net
    • +1more
    Updated Apr 17, 2018
  78. d

    State of the Art in the Slaughter and Animal By-products Industries

    • www.data.gv.at
    • www.europeandataportal.eu
    pdf
    Updated 25.06.2019
  79. Austin Animal Center Shelter Outcomes

    • www.kaggle.com
    zip, csv
    Updated Feb 16, 2018
  80. b

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

    • www.bco-dmo.org
    Updated Mar 13, 2017
  81. r

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

    • www.researchgate.net
    pdf
    Updated Apr 23, 2018
  82. P

    Animal observations in the Weddell Sea

    • doi.pangaea.de
    • figshare.com
    zip
    Updated Jun 1, 1981
  83. u

    Protected areas, animal and plant protection areas - Umeå municipality

    • opendata.umea.se
    geojson, excel, csv +1
    Updated Oct 16, 2019
  84. f

    FAIRsharing record for: Animal Health Ontology for Livestock

    • fairsharing.org
    Updated Jan 9, 2020
  85. P

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

    • doi.pangaea.de
    • pangaea.figshare.com
    tsv, html
    Updated Jun 5, 2013
  86. H

    Jin Animal Products

    • dataverse.harvard.edu
    tsv
    Updated Apr 23, 2019
  87. Animals-10

    • www.kaggle.com
    zip, py
    Updated Dec 12, 2019
  88. Animal Reporting and Movement Service - Goat movements 2017

    • data.gov.uk
    • data.wu.ac.at
    xls
    Updated Mar 29, 2019
  89. r

    S1 Animal Methods

    • www.researchgate.net
    Updated Dec 22, 2015
  90. d

    Data from: Stigmergy, collective actions and animal social spacing

    • datadryad.org
    • www.narcis.nl
    zip
    Updated Oct 3, 2013
  91. f

    FAIRsharing record for: Animal Trait Ontology for Livestock

    • fairsharing.org
    Updated Oct 24, 2017
  92. P

    d15N of lipids in marine animals of the Dutch Wadden Sea

    • doi.pangaea.de
    • www.researchgate.net
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    tsv, html
    Updated Dec 1, 2015
  93. University of Wisconsin-Madison Faculty and Undergraduate Student Animal...

    • www.openicpsr.org
    • datasearch.gesis.org
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    stata
    Updated Sep 27, 2019
  94. Farm input price index, animal production

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    xml, csv, html
    Updated Mar 5, 2020
  95. d

    Data from: A mother’s legacy: the strength of maternal effects in animal...

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    Updated Aug 8, 2019
  96. g

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

    • www.gbif.org
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  97. d

    Golden Plains animal registrations

    • data.gov.au
    csv
    Updated Jun 3, 2016
  98. o

    Taxonomically comprehensive assessment of biodiversity of animal plankton...

    • obis.org
    Updated Oct 1, 2018
  99. Animal Collections Of The Department of Zoology- Nasarawa State University...

    • www.gbif.org
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    Updated Jan 26, 2019
  100. m

    Near infrared spectral Dataset of Animal Feed

    • data.mendeley.com
    • mendeley.figshare.com
    • +2more
    Updated Nov 5, 2019
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Zoo Animal Classification

Use Machine Learning Methods to Correctly Classify Animals Based Upon Attributes

5 scholarly articles cite this dataset (View in Google Scholar)
csv (4368 bytes), zip (5331 bytes), csv (963 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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