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Hindi Stop words and Sentiment Lexicons

January 4, 2022

Content

Sentiment analysis – otherwise known as opinion mining – is a much bandied about but often misunderstood term. In essence, it is the process of determining the emotional tone behind a series of words, used to gain an understanding of the the attitudes, opinions and emotions expressed within an online mention.

Stop words are frequent, evenly distributed, function words in any document corpus which does not add any meaning to the text content. Information retrieval from the corpus is not getting affected by the removal of these words. It has been proved that removing the stop words reduces the document size to a considerable extent and saves time in text processing in Natural Language Processing.

This dataset contains both positive and negative sentiment lexicons as well as stop words in Hindi.

Acknowledgements

If you use this in your work, please cite the following:

  • 10.17632/mnt3zwxmyn.2
  • 10.17632/bsr3frvvjc.1

Inspiration

  • To find words that essentially mean the same
  • License Type Open Data Commons
  • Data Original Source Attribution https://www.kaggle.com/ruchi798/hindi-stopwords