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Seif Khaled's Projects

ahly-egypt-stats-in-2022-23 icon ahly-egypt-stats-in-2022-23

Ahly Egypt Statistics in [2022/2023], The data was obtained from sofascore.com and the chart was created using the Matplotlib library in Python.

arsxg-vs-formations2022-2023 icon arsxg-vs-formations2022-2023

This project is a data visualization of Arsenal's expected goals (xG) against different formations during the 2022/2023 season. The data was obtained from Understat.com and the chart was created using the Matplotlib library in Python.

how-to-scrape-data-from-understat.com icon how-to-scrape-data-from-understat.com

Today we will be doing an introductory study on football analytics and we will get our own scrape data from understat.com. There are already many companies that keep the data revealed in football matches, such as statsbomb, whyscout, opta.

mindmap icon mindmap

This repository will contain many mindmaps for cyber security technologies, methodologies, courses, and certifications in a tree structure to give brief details about them

mohamedsalah-stats2023 icon mohamedsalah-stats2023

Percentile Rank vs Premier League Att Mid / Wingers | Season 2022-23 of Mohamed Salah 📊, The data was obtained from fbref.com and the chart was created using the Matplotlib library in Python.

real-madrid-operating-revenue-over-5-years icon real-madrid-operating-revenue-over-5-years

Operating revenue is a crucial indicator of a club’s financial health and success. In this article, we delve into the numbers, examining the club’s revenue trajectory from the 2018-19 season to the 2022-23 season.

xg-flowchart-arsenal-vs-crystalpalace2023 icon xg-flowchart-arsenal-vs-crystalpalace2023

The xG flowchart analysis of the Arsenal vs. Crystal Palace match on August 21, 2023, provides valuable insights into the teams’ performances. Arsenal’s higher xG, possession, shot accuracy, and corner count underscore their better overall attacking efficiency and control of the game.📈

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