https://github.com/schluppeck/2024-abdsa-notes

some notes related to DS's presentation
https://github.com/schluppeck/2024-abdsa-notes

abdsa data python rstats science

Last synced: 2 months ago
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some notes related to DS's presentation

• Host: GitHub
• URL: https://github.com/schluppeck/2024-abdsa-notes
• Owner: schluppeck
• Created: 2024-12-10T18:47:47.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-12-11T17:42:42.000Z (over 1 year ago)
• Last Synced: 2025-06-04T17:10:28.684Z (about 1 year ago)
• Topics: abdsa, data, python, rstats, science
• Language: Jupyter Notebook
• Homepage: https://schluppeck.github.io/2024-ABDSA-notes
• Size: 38.3 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# 2024-ABDSA-notes

2024-12-11, denis schluppeck

A couple of pointers, links to resources and ideas that came up

## Media stuff

## Tabular data

I downloaded a sample health-related data set from

[this kaggle page](https://www.kaggle.com/datasets/alexteboul/diabetes-health-indicators-dataset) on diabetes. It's real data - checkout details on the kaggle website.

The `tidy_data_demo` folder has the files and some sample code to show how to create plots in `r`

### A very simple version (`R`)

![example histogram](./tidy_data_demo/bmi-distribution.png)

... maybe a better version

![a better version histogram](./tidy_data_demo/bmi-distribution-2.png)

### A very simple version (`python`)

Using pandas, seaborn, and friends.

![example histogram](./tidy_data_demo/sns-simple-hist.png)

... maybe a better version (using facets).

![a better version histogram](./tidy_data_demo/sns-facet-hist.png)

## Making documents

- markdown is everywhere. Especially also on `github`!

- an `ipynb` notebook converted to [html format](./docs/test_quarto.html)

- ... or as [PDF notes?!](./docs/test_quarto.pdf)

## back to repo

[link to github repo](https://github.com/schluppeck/2024-ABDSA-notes)