5 Data Analyst Portfolio Projects That Will Actually Get You Hired in 2025

Want to land a data analyst job this year? ๐Ÿ“Š
Stop only learningโ€”start building. Recruiters love projects that prove your skills, not just certifications.

Here are 5 legit, beginner-to-advanced portfolio projects that cover Python, SQL, Excel, and Power BI. Build them, showcase them on GitHub, and watch your resume stand out!


๐Ÿ” 1. Cricket Data Analytics with Web Scraping + Power BI

๐Ÿ“Œ By: CodeBasics
๐ŸŽฏ Skills: Web scraping, Pandas, Python, Power BI
๐Ÿ“บ Watch Project
๐Ÿ’ฌ Analyze cricket data end-to-end, from scraping to visualization. A full-stack analytics project that shows you can handle real-world data workflows.


๐Ÿ’ธ 2. Automate Crypto API with Python

๐Ÿ“Œ By: Alex the Analyst
๐ŸŽฏ Skills: API, Python, JSON, automation
๐Ÿ“บ Watch Project
๐Ÿ’ฌ A simple yet powerful project that proves your ability to work with live data and automate tasksโ€”key for real-time analytics roles.


๐ŸŽฌ 3. Netflix Data Analysis Using Advanced SQL

๐Ÿ“Œ By: Zero Analyst
๐ŸŽฏ Skills: SQL joins, CTEs, advanced queries
๐Ÿ“บ Watch Project
๐Ÿ’ฌ Showcase deep SQL knowledge with Netflix dataโ€”great for roles focused on data wrangling and database querying.


๐Ÿ›’ 4. Walmart Sales Data Analysis Using MySQL

๐Ÿ“Œ By: Code With Prince
๐ŸŽฏ Skills: MySQL, data cleaning, KPIs
๐Ÿ“บ Watch Project
๐Ÿ’ฌ Learn how to handle real-world sales data and answer business questionsโ€”perfect for analytics in retail or e-commerce.


๐Ÿ“ˆ 5. SQL + Excel Dashboard Portfolio Project

๐Ÿ“Œ By: Data Tutorials
๐ŸŽฏ Skills: SQL, Excel dashboards, reporting
๐Ÿ“บ Part 1 | Part 2
๐Ÿ’ฌ Combine your SQL data with clean Excel visualizations. This project is beginner-friendly and perfect to show cross-tool expertise.


๐Ÿš€ What To Do With These Projects?

  • โœ… Recreate them step-by-step
  • ๐Ÿง  Understand the logic, not just copy-paste
  • ๐Ÿ’ผ Upload to GitHub or your portfolio
  • ๐Ÿ“„ Link them in your resume and LinkedIn

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