Python Data Analysis Project: Building a Learning Radar for Educational Insights

If you are learning Python and data science, one of the best ways to grow is by building real world projects. In this article I will show how I built a complete data analysis project using Python to extract insights from online education data. This is not a typical beginner project. The goal was to create something useful, scalable, and portfolio ready. The result is Learning Radar, a data driven system designed to analyze course reviews and help understand what really makes an online course valuable. Why build a data analysis project like this Most Python data science tutorials focus on small datasets and simple examples. In real scenarios, data is messy, large, and comes from different sources. This project focuses on: Working with large datasets Cleaning and transforming real data Performing exploratory data analysis Creating meaningful data visualizations Generating insights that solve real problems It is designed to reflect real data science workflows. Project goal The main object