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NLP for Social Media Analysis with NLTK

Overview

Skills Needed

Learn to analyze social media data with NLTK. Explore sentiment analysis techniques, topic modeling approaches, and text processing for social media with NLTK.

  • Basic knowledge of NLTK fundamentals
  • Familiarity with social media data

Outline

  • Introduction to Social Media Analysis
  • Text Processing for Social Media
  • Sentiment Analysis for Social Media
  • Topic Modeling for Social Media Content
  • Named Entity Recognition in Social Media Text
  • Hashtag Analysis
  • Social Network Analysis Basics
  • Geolocation Analysis of Social Media Data
  • Trend Detection in Social Media
  • Case Studies in Social Media Analysis with NLTK
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