Objective: The goal of this project is to integrate big data workflows, including data extraction, analysis, and visualization, using YouTube as a data source. You will explore various aspects of YouTube analytics, such as view trends, content topics, and viewer sentiment, to gain insights into content strategy and audience engagement.
Contents:
- Data Extraction and Initial Analysis
- Analysis View Trend (Year, Month, Period..)
- Topic Analysis using Word Cloud
- Publishing Frequency Analysis
- Sentiment Analysis of Video Titles
- In-depth Sentiment Analysis of Comments