End To End Cricket Data Analytics Project Using Web Scraping, Python, Pandas and Power BI
End-to-end sports data analytics project for your resume. In this project, we will cover web scraping (from the ESPN Cricinfo website), python, pandas, and Power BI to perform analyses on T20 world cup cricket data.
*Note* : The Bright Data interface has been updated as part of their product enhancement. To access the Datasets & Web Scraper IDE, please select the third icon from the left-side menu bar. Then, click on the *'My Scrapers'* option. There, you will find the collectors. From this point, you can proceed with the same process as shown in the video.
Bright data signup link to get 15$…
Watch on YouTube ↗
(saves to browser)
Chapters (10)
Overview
0:29
Problem statement
2:33
Requirement scoping
9:21
Data collection using web scraping (from ESPN Cricinfo website)
21:57
Data cleaning and transformation in Python Pandas
44:01
Data transformation in Power Query
56:52
Data modeling and building parameters using DAX
1:08:17
Build dashboard in Power BI
1:20:53
Collect insights from the dashboard and select the final 11 players
1:38:04
Challenge for you and prize
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