Honkai Star Rail: A Few Fun Insights with Data Analysis

Some insights about Honkai Star Rail's characters' data.

Data is based on https://wiki.hoyolab.com/pc/hsr/aggregate/character and https://honkai-star-rail.fandom.com/wiki/Character/List

Status

Visualizations

Power BI

Visualizations As Of 17 July 2024:

• Instagram

• Facebook

To Run Web-Scraping Process

• Clone this repo: https://github.com/sakan811/Honkai-Star-Rail-A-Few-Fun-Insights-with-Data-Analysis.git
• Create .env file with the USER_AGENT variable.

  • USER_AGENT=
    

• Find your User Agent with this website: https://www.whatismybrowser.com/detect/what-is-my-user-agent/
• Enter your User Agent into the USER_AGENT variable in the .env file
• Run main.py

hsrws package

data_transformer.py

• Contain functions for data transformation

hsr_scraper.py

• Contain the web-scraper as a function

sqlite_pipeline.py

• Contain functions for loading data to SQLite

utils.py

• Contain utility functions