https://github.com/srosalino/clustering_antartic_penguin_species

Using penguin dataset collected from Palmer Station, Antarctica, this project applies data science techniques to identify and group penguins based on physical traits in the absence of species labels
https://github.com/srosalino/clustering_antartic_penguin_species

clustering elbow-method k-means-clustering machine-learning unsupervised-learning

Last synced: 4 days ago
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Using penguin dataset collected from Palmer Station, Antarctica, this project applies data science techniques to identify and group penguins based on physical traits in the absence of species labels

• Host: GitHub
• URL: https://github.com/srosalino/clustering_antartic_penguin_species
• Owner: srosalino
• Created: 2024-07-22T11:21:42.000Z (4 months ago)
• Default Branch: main
• Last Pushed: 2024-08-21T16:34:34.000Z (3 months ago)
• Last Synced: 2024-08-21T18:39:18.648Z (3 months ago)
• Topics: clustering, elbow-method, k-means-clustering, machine-learning, unsupervised-learning
• Language: Jupyter Notebook
• Homepage:
• Size: 1.5 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
![Alt text](https://imgur.com/orZWHly.png=80)

source: @allison_horst https://github.com/allisonhorst/penguins

You have been asked to support a team of researchers who have been collecting data about penguins in Antartica! The data is available in csv-Format as `penguins.csv`

**Origin of this data** : 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.

**The dataset consists of 5 columns.**

Column | Description

--- | ---

culmen_length_mm | culmen length (mm)

culmen_depth_mm | culmen depth (mm)

flipper_length_mm | flipper length (mm)

body_mass_g | body mass (g)

sex | penguin sex

Unfortunately, they have not been able to record the species of penguin, but they know that there are **at least three** species that are native to the region: **Adelie**, **Chinstrap**, and **Gentoo**.  Your task is to apply your data science skills to help them identify groups in the dataset!