beer-recipe-analysis 🍺

Analyzing the composition of beer brewing recipes with Python and Pandas.

This project ended up becoming a website with more data and interactive analysis: https://www.beer-analytics.com/

The goal of this project was to use the power of data analysis to get a better idea how different styles of beer are brewed. Among other things, I wanted to find out which ingredients are commonly used and how much in relation to each other.

Requirements

• Python 3
• tqdm
• pandas
• matplotlib
• seaborn

Usage

1. Load the data:

./bin/load_data.sh

2. Start Jupyter Labs in the project root

3. Run the notebooks from the notebooks folder

Results

Run the Jupyter notebooks to see the results. The notebooks have a variable to generate results for a different beer style. Per default it's analyzing the pale ale beer style.

Malts used

Hops used

License

This software is available under the WTFPL License.