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This folder contains the code and data for the article:

In which we look at how to create the 12 most useful graphs and charts with Python, Matplotlib and Streamlit.

All of the data can be found in the data folder and each visual has it own python file called 12visualsx.py, where x is the number of the visual as defined in the article.

A Jupyter Notebook of all 12 visuals is in 12visuals.ipynb

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