PibedeBarr10 / data-visualization-pandas-bokeh-requests

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Data Visualization with Pandas, Bokeh and requests library

Table of contents

About the project

What application do?

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

Bokeh 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)

About


Languages

Language:HTML 71.4%Language:Python 28.6%