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penguins - MaRDI portal

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penguins

From MaRDI portal
Dataset:6036028



OpenML42585MaRDI QIDQ6036028

OpenML dataset with id 42585

Author name not available (Why is that?)

Full work available at URL: https://api.openml.org/data/v1/download/21854866/penguins.arff

Upload date: 22 July 2020
Copyright license: No records found.



Dataset Characteristics

Number of classes: 3
Number of features: 7 (numeric: 4, symbolic: 3 and in total binary: 0 )
Number of instances: 344
Number of instances with missing values: 10
Number of missing values: 18

!palmerpenguins

Description

The goal of palmerpenguins is to provide a great dataset for data exploration & visualization, as an alternative to iris.

Data were collected and made available by Dr. Kristen Gorman and the Palmer Station, Antarctica LTER, a member of the Long Term Ecological Research Network.

Please see https://github.com/allisonhorst/palmerpenguins for more information.

Citation

Anyone interested in publishing the data should contact Dr. Kristen Gorman about analysis and working together on any final products. From Gorman et al. (2014): _"Individuals interested in using these data are expected to follow the US LTER Network’s Data Access Policy, Requirements and Use Agreement: https://lternet.edu/data-access-policy/."_

This dataset has been derived from the R package palmerpenguins available from https://allisonhorst.github.io/palmerpenguins/.

Please cite as follows in publications:

   Horst AM, Hill AP, Gorman KB (2020). palmerpenguins: Palmer
   Archipelago (Antarctica) penguin data. R package version 0.1.0.
   https://allisonhorst.github.io/palmerpenguins/

A BibTeX entry for LaTeX users is:

   @Manual{,
       title = {palmerpenguins: Palmer Archipelago (Antarctica) penguin data},
       author = {Allison Marie Horst and Alison Presmanes Hill and Kristen B Gorman},
       year = {2020},
       note = {R package version 0.1.0},
       url = {https://allisonhorst.github.io/palmerpenguins/},
   }


Artwork

You can download palmerpenguins art (useful for teaching with the data) from the Github repo or the R package. If you use this artwork, please cite with: "Artwork by @allison_horst".

        1. Meet the Palmer penguins

<img src="https://github.com/allisonhorst/palmerpenguins/raw/master/man/figures/lter_penguins.png" data-canonical-src="https://github.com/allisonhorst/palmerpenguins/raw/master/man/figures/lter_penguins.png" width="500">

        1. Bill dimensions

The culmen is the upper ridge of a bird’s bill. In this simplified dataset, culmen length and depth are renamed as variables bill_length_mm and bill_depth_mm to be more intuitive.

For this penguin data, the culmen (bill) length and depth are measured as shown below (thanks Kristen Gorman for clarifying!):

<img src="https://github.com/allisonhorst/palmerpenguins/raw/master/man/figures/culmen_depth.png" data-canonical-src="https://github.com/allisonhorst/palmerpenguins/raw/master/man/figures/culmen_depth.png" width="500">






This page was built for dataset: penguins