Sake Dashboard

Learn about the regional differences of sake made in Japan with this interactive dashboard.

Click here to view the dashboard.

Tools used

• BeautifulSoup: collect the data via webscraping
• Pandas: clean and organize the scraped data
• Google Maps Geocoding API: get coordinates of sake breweries
• Matplotlib: create data visualizations
• Folium: create maps
• Streamlit: create the dashboard

Data collection

The data used to create this dashboard was scraped from nihonshu.wiki using BeautifulSoup. Information for more than 14,000 different sakes was collected.

Creating maps

The base map was created using a GeoJSON file of the Japanese prefectures, which I used with Folium to create choropleth maps of the regions of Japan.

Web app

The web app was made using Streamlit and is a work in progress.

finished:

• quick stats section
• introduction
• acidity / sake meter value analysis

in progress:

• rice analysis

to do:

• yeast analysis
• sake grade and type analysis
• brewery location / climate analysis