shreyas7kha's repositories
DataVizTutorial
A tutorial on how to make dashboards using matplotlib using data from Fbref and Understat
Football-Mpl-Examples
A few examples of making football analytical visualisations using Python and Matplotlib
FootballFbrefPlotting
Fbref is a popular football stats/metrics site which collections information from Ted Knutson's StatsBomb. You can save this data in a csv or excel format. This is a Python module which collects any raw csv file from Fbref and plot the data based on whichever two axes you want it to. You can also scrape data from whichever Fbref page you wish to.
xGPlotsUnderstat
A project which scraps data from individual matches from www.Understat.com and uses xG data from it to create xGplots(Expected Goals Plots) which are chronological timeframes of 90 minutes illustrating the game's narrative
GameStateApp
An app to analyze player by player shooting and finishing performance in difference gamestates using Understat shot data
MPL_Widgets
Using Python Widgets to Help in Matplotlib Plotting
GoalsProbTeam
A Streamlit project to make xG shot distributions based on a team's Understat xG data for a season