End-to-end cricket data analysis project using web scraping, Python, Pandas and Power BI

End-to-end cricket data analysis project using web scraping, Python, Pandas and Power BI

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End-to-end cricket data analysis project using web scraping, Python, Pandas and Power BI
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End-to-end sports data analysis project for your resume. In this project, we will cover web scraping (from ESPN Cricinfo website), python, pandas and Power BI to perform analysis on T20 World Cup cricket data.

*Note*: The Bright Data interface has been updated as part of their product improvement. To access the Datasets & Web Scraper IDE, select the third icon in the menu bar on the left. Then click on the *'My Scrapers'* option. That's where you'll find the collectors. From this point you can continue with the same process as in the video.

Bright data signup link to get 15 free credits: https://brdta.com/codebasics

Example LinkedIn post for the final challenge: https://bit.ly/3uHCzQE

Code and other files can be downloaded here: https://codebasics.io/resources

Bright Data Error Guide: https://drive.google.com/file/d/1P-UXgwT4IhMe-hnA4vyr8KR66vwK-Bc7/view?uspshare_link

️Timestamps️
00:00:00 Overview
00:00:29 Problem statement
00:02:33 Requirements scoping
00:09:21 Data collection using web scraping (from ESPN Cricinfo website)
00:21:57 Data cleaning and transformation in Python Pandas
00:44:01 Data transformation in Power Query
00:56:52 Modeling data and building parameters with DAX
01:08:17 Building dashboard in Power BI
01:20:53 Gather insights from the dashboard and select the final 11 players
01:38:04 Challenge for you and prize

In this end-to-end data analytics project for beginners and advanced users, we used data from the cricket T20 World Cup (2022) to build insights on the best team of 11 players we can put together from Earth using aliens can start playing. . We used clear data web scraping to collect data from the espncricinfo website, then we did some data transformation and cleaning in pandas, followed by building dashboards in power bi. This is a solid data science resume project that will make your resume stand out from the competition. It is a fully supervised data analysis project, including all materials.

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Do you want to learn technology from me? Check out https://codebasics.io/?utm_sourcedescription&utm_mediumyt&utm_campaigndescription&utm_iddescription for my affordable video courses.

Need help building software or data analysis/AI solutions? My company https://www.atliq.com/ can help. Click the Contact button on that website.

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