Data Visualization with Pandas, Bokeh and requests library

Table of contents

• About the project
• Technologies

About the project

What application do?

This application visualize difference between xG and goals of best players on the plot

How application do it?

• send POST request to Understat.com and gets data from API (requests library)
• converting response to JSON object (requests library)
• conversion data types, calculating difference between xG and goals and sorting data (Pandas)
• visualization data (Bokeh)

Technologies

Application was built with:

• Python
  • requests library (web scraping data from Understat.com)
  • Pandas (data analysis)
  • Bokeh (creating plot and save it to .html file)