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Sentiment analysis refers to categorizing some given data as to what sentiment(s) it expresses. Usually, it refers to extracting sentiment from a text, e.g. tweets or blog posts.

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Why TF-IDF is working with Sentiment Analysis?

One important factor to take into account is how you use the numerical representation of words / embeddings from either TF-IDF or Word2Vec to then compute sentiments. Without knowing how you do this, …
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9 votes
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What is parts of speech technique in sentiment analysis?

Parts of Speech (POS) This is what it is called when you label each of the words (often called tokens) of a sentence or many sentences. Usually they are labelled with grammatical descriptions, such a …
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5 votes
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NLP - How to perform semantic analysis?

With your three labels: positive, neutral or negative - it seems you are talking more about sentiment analysis. This answer the question: what are the emotions of the person who wrote this piece of te …
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