Скачать или смотреть Analyze YouTube Trends using Python - Complete Data Science Project

📊 Unlock YouTube's Secrets with Python! Build a Real Trend Analysis Dashboard 🚀

Discover which videos go viral and why! In this hands-on project, we'll use Python and the YouTube API to analyze millions of data points and uncover what makes content explode.

🔍 What you'll learn:
🐍 YouTube Data API v3 setup and authentication
📈 Data analysis with pandas and visualization libraries
🎯 Key metrics: views, engagement rate, watch time
💡 Viral video patterns and trending algorithms
⚡ Building an interactive dashboard in 30 minutes
📊 Real-world insights from top performing channels
🔮 Predicting content performance with data

Perfect for aspiring data scientists, content creators, and anyone curious about what makes videos trend! All code included. 💻

👉 Subscribe to Data Insights for more data science projects! 🔔

#DataScience #Python #YouTubeAPI #DataAnalysis #Programming #MachineLearning #Analytics #Coding #TechTutorial #DataVisualization #PythonProgramming #DataInsights