youtube analsis

A comprehensive Python project focused on extracting and analyzing YouTube data to understand viewer behavior and video performance. This tool automates the process of gathering raw data and turning it into clear, visual insights. What I achieved in this project: Data Extraction: Built a Python script to scrape video details (Titles, Views, Likes, Dates) efficiently. Data Cleaning: Used Pandas to clean the raw data, handle any missing information, and prepare it for analysis. Analytical Insights: Performed a deep dive into the data to find the "Best Time to Post" and the relationship between views and engagement. Visual Reports: Created professional graphs and charts using Matplotlib and Seaborn to visualize the findings. Tools Used: Python (Core Logic) Pandas (Data Manipulation) Matplotlib & Seaborn (Data Visualization)