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Social Media Text Analytics - Coggle Diagram
Social Media Text Analytics
Objective
Extract insights and trends
Data Collection :
Define data collection methods
Identify sources
Text Preprocessing
Tokenization
Stopword removal
Lemmatization and stemming
Sentiment Analysis
Determine sentiment (positive, negative, neutral).
Named Entity Recognition (NER)
Categorize entities (people, organizations, locations).
Trend Analysis
Identify emerging topics over time
Data Visualization
Use charts, graphs, dashboards
Machine Learning Models
Explore predictive analytics with ML