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This module is mainly aimed at understanding the underlying sentiment of a statement. First, NLP is used in basic preprocessing of the data. Once the preprocessin is completed, the sentence is classified into one of the following types:

  1. Statement/ Declarative Sentence
  2. Question/ Interrogative Sentence
  3. Exclamation/ Exclamatory Sentence
  4. Command/ Imperative Sentence

Underlying Concepts: Any sentence comprises of two major parts: Subject and Predicate. (Exception being in the Imperative Sentences where the subject is left out or 'YOU' is understood to be the subject). Phrase is a group of words that define a portion of a sentence typically forming a component of a clause. Clause is part of a sentence which has both and subject in it.

Words are divided into different kinds of classes, called Parts of Speech.

  1. Noun - is a word used as the name of person, place, or thing.
  2. Adjective - is a word used to add something to the meaning of a noun.
  3. Pronoun - is a word used instead of a noun.
  4. Verb - is a word to express an action or state.
  5. Adverb - is a word used to add something to the meaning of a verb, an adjective or another adverb.
  6. Preposition - is a word used with a noun or pronoun to show how person or thing denoted by noun or pronoun stands in relation to something else.
  7. Conjunction - is a word used to join words or sentences.
  8. Interjection - is a word which expresses some sudden feelings.

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Analysis of textual data from various subreddits. Also includes a Reddit data scraper.

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