Smt&p.7z ✭ <EXCLUSIVE>

: Adjectives and adverbs are often highly informative for Polarity (sentiment) detection, as they convey emotion or opinion (e.g., "amazing" vs. "terrible").

: Single words or pairs of words that appear frequently in specific topics. For example, "battery" is highly informative for a "Technology" topic, while "election" points toward "Politics." SMT&P.7z

: Features derived from pre-defined lists of positive and negative words (like SentiWordNet or VADER ) help the model determine if a post is positive, negative, or neutral. : Adjectives and adverbs are often highly informative

When analyzing social media content for topics and sentiment, the following features are typically considered the most informative: SMT&P.7z