📈 LinkedIn Engagement & Content Strategy with NLP

A data-driven analysis of LinkedIn engagement using NLP and text analytics to optimize content strategy and networking impact.

🚀 Features

• Web scraping & data preprocessing using Python.
• NLP & text analysis with NLTK to extract insights from comments.
• Engagement metrics analysis (likes, comments, shares).
• Word clouds to visualize trending topics and industry themes.
• Network growth tracking and influencer identification.
• Optimal posting time analysis for maximizing engagement.
• Interactive dashboard with actionable insights for stakeholders.

🔧 Technologies Used

• Python (pandas, BeautifulSoup, NLTK, Matplotlib)
• Text Analytics & NLP
• Data Visualization (word clouds, dashboards)