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palmer penguins Dataset- Classification of penguin's species using supervised machine learning

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Penguins-Species-Classification

Palmer Archipelago Penguin Data

Artwork

Introduction

This dataset contains penguin data collected in the Palmer Archipelago (Antarctica) by Dr. Kristen Gorman and the Palmer Station, Antarctica LTER. The data includes information about penguin species, culmen length and depth, flipper length, body mass, island name, and penguin sex.

Acknowledgments

  • Special thanks to Dr. Kristen Gorman, Palmer Station LTER, and the LTER Network for making the data available.
  • Artwork by @allison_horst.

License & Citation

The data is available under the CC-0 license, and users are encouraged to cite the following paper:

Gorman KB, Williams TD, Fraser WR (2014) Ecological Sexual Dimorphism and Environmental Variability within a Community of Antarctic Penguins (Genus Pygoscelis). PLoS ONE 9(3): e90081. doi:10.1371/journal.pone.0090081

Data Description

penguins_size.csv

Simplified data containing the following variables:

  • species: Penguin species (Chinstrap, Adélie, or Gentoo)
  • culmen_length_mm: Culmen length (mm)
  • culmen_depth_mm: Culmen depth (mm)
  • flipper_length_mm: Flipper length (mm)
  • body_mass_g: Body mass (g)
  • island: Island name (Dream, Torgersen, or Biscoe) in the Palmer Archipelago
  • sex: Penguin sex

penguins_lter.csv

Original combined data for 3 penguin species (aggregated from individual links).

What are Culmen Length & Depth?

The culmen is "the upper ridge of a bird's beak." For penguins, culmen length and depth are measured as shown in the provided images.

Culmen Measurements

License & Data Access Policy

The data are available under the CC-0 license, and users should follow the Palmer Station LTER Data Policy and the LTER Data Access Policy.

For more details, refer to the official GitHub page.

Links to Original Data & Metadata

Original data accessed via the Environmental Data Initiative:

  • Adélie penguins: Palmer Station Antarctica LTER and K. Gorman. 2020. Structural size measurements and isotopic signatures of foraging among adult male and female Adélie penguins (Pygoscelis adeliae) nesting along the Palmer Archipelago near Palmer Station, 2007-2009 ver 5. Environmental Data Initiative. Link (Accessed 2020-06-08).

  • Gentoo penguins: Palmer Station Antarctica LTER and K. Gorman. 2020. Structural size measurements and isotopic signatures of foraging among adult male and female Gentoo penguin (Pygoscelis papua) nesting along the Palmer Archipelago near Palmer Station, 2007-2009 ver 5. Environmental Data Initiative. Link (Accessed 2020-06-08).

  • Chinstrap penguins: Palmer Station Antarctica LTER and K. Gorman. 2020. Structural size measurements and isotopic signatures of foraging among adult male and female Chinstrap penguin (Pygoscelis antarcticus) nesting along the Palmer Archipelago near Palmer Station, 2007-2009 ver 6. Environmental Data Initiative. Link (Accessed 2020-06-08).

Contact

For inquiries about data analysis and collaboration, please contact Dr. Kristen Gorman.


Note: Please refer to the official GitHub page for the latest information and updates.

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