UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 5
May-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1905Q75


Registration ID:
213559

Page Number

540-544

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Title

Twitter based prediction and analysis of election

Abstract

Sentiment analysis is considered to be a category of machine learning and natural language processing. It is used to extricate, recognize, or portray opinions from different content structures, including news, audits and articles and categorizes them as positive, neutral and negative. It is difficult to predict election results from tweets in different Indian languages. We used Twitter Archiver tool to get tweets in language. We performed data (text) mining on tweets collected over a period of a time that referenced three national political parties in India, during the campaigning period for general state elections in 2019. We made use of both supervised and unsupervised approaches. We utilized Dictionary Based, Naive Bayes algorithm to build our classifier and classified the test data as positive, negative and neutral. We identified the sentiment of Twitter users towards each of the considered Indian political parties.

Key Words

Sentiment Analysis; Twitter; Indian Elections; Naive Bayes;

Cite This Article

"Twitter based prediction and analysis of election", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 5, page no.540-544, May-2019, Available :http://www.jetir.org/papers/JETIR1905Q75.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Twitter based prediction and analysis of election", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 5, page no. pp540-544, May-2019, Available at : http://www.jetir.org/papers/JETIR1905Q75.pdf

Publication Details

Published Paper ID: JETIR1905Q75
Registration ID: 213559
Published In: Volume 6 | Issue 5 | Year May-2019
DOI (Digital Object Identifier):
Page No: 540-544
Country: tumkur, karnataka, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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