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The JKBOSE, a renowned educational body in Jammu and Kashmir, conducts examinations for both Class 10th and Class 12th students.This study begins with the fundamental ideas of SA, such as sentiment classification, feature extraction, and sentiment lexicons. The numerous forms of sentiment analysis are then discussed, including document-level, sentence-level, and aspect-based sentiment analysis. This study begins with the fundamental ideas of SA, such as sentiment classification, feature extraction, and sentiment lexicons. The numerous forms of sentiment analysis are then discussed, including document-level, sentence-level, and aspect-based sentiment analysis. This document defines a major revision of the original DCAT vocabulary ( [ VOCAB-DCAT-20140116 ]) in response to new use cases, requirements and community experience since that publication. 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