Sentiment Analysis of Social Media Posts:
Objective: Determine the sentiment (positive, negative, neutral) of social
media posts about a specific product or brand.
Description: Collect and analyze social media data (e.g., tweets
posts) to
gauge public opinion and sentiment about a product or brand.
Key Steps:
o Data collection using APIs
o Text preprocessing (e.g., tokenization, removing stop words)
o Sentiment analysis using NLP techniques (e.g., VADER, BERT)
o Visualization of sentiment trends
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