A data-driven analysis of LinkedIn engagement using NLP and text analytics to optimize content strategy and networking impact.
- 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.
- Python (pandas, BeautifulSoup, NLTK, Matplotlib)
- Text Analytics & NLP
- Data Visualization (word clouds, dashboards)