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IJNRD
INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
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Impact Factor : 8.76

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Paper Title: Twitter sentiment analysis
Authors Name: Shubham Kumar , Sumit Madhukar , Moumita Mog , Raju Kumar
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IJNRD_186020
Published Paper Id: IJNRD2301146
Published In: Volume 8 Issue 1, January-2023
DOI:
Abstract: - Twitter is a micro-blogging website that allows people to share and express their views about topics, or post messages. There has been a lot of work in the Sentiment Analysis of twitter data. This project involves classification of tweets into two main sentiments: positive and negative. In this project, the use of features such as unigram, bigram, POS tagging, and effects of data pre-processing like stemming is observed. Naive Bayes, Support Vector Machines (SVM) and Maximum Entropy (Maxent) are used as the main classifiers. As we shall see in the sections below, SVM with features of unigrams bigrams and stemming, outperforms Naive Bayes.
Keywords: Machine learning , AI
Cite Article: "Twitter sentiment analysis", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 1, page no.b396-b399, January-2023, Available :http://www.ijnrd.org/papers/IJNRD2301146.pdf
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ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publication Details: Published Paper ID:IJNRD2301146
Registration ID: 186020
Published In: Volume 8 Issue 1, January-2023
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Page No: b396-b399
Country: Roorkee, Uttarakhand, India
Research Area: Electronics & Communication Engg. 
Publisher : IJ Publication
Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2301146
Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2301146
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
Journal Starting Year (ESTD) : 2016

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