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Please use this identifier to cite or link to this item: https://oldena.lpnu.ua/handle/ntb/52145
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dc.contributor.authorRazno, Maria
dc.contributor.authorKhairova, Nina
dc.coverage.temporal23-24 April 2020, Lviv, Ukraine
dc.date.accessioned2020-06-12T11:09:50Z-
dc.date.available2020-06-12T11:09:50Z-
dc.date.created2020-04-23
dc.date.issued2020-04-23
dc.identifier.citationRazno M. Using NLP Python Tools in Methods of Content Analysis / Maria Razno, Nina Khairova // Computational linguistics and intelligent systems : proceedings of the 4nd International conference, 23-24 April 2020, Lviv, Ukraine. — Lviv : Lviv Politechnic Publishing House, 2020. — Vol 2 : Proceedings of the 4nd International conference, COLINS 2020. Workshop, Lviv, Ukraine April 23-24, 2020. — P. 240–242. — (Intelligent Systems).
dc.identifier.issn2523-4013
dc.identifier.urihttps://ena.lpnu.ua/handle/ntb/52145-
dc.description.abstractThis article describes the relevance of the content analysis task applied on Twitter text data using various NLP methods, that can be implemented on Python programming language. It also includes the concept of different NLP methods and algorithms, its main varieties and the most popular Python packages and libraries for working with text data. The content analysis algorithms based on the text processing is introduced in this study. It shows how to use NLP methods in practice.
dc.format.extent240-242
dc.language.isoen
dc.publisherВидавництво Львівської політехніки
dc.publisherLviv Politechnic Publishing House
dc.relation.ispartofComputational linguistics and intelligent systems : proceedings of the 4nd International conference (2), 2020
dc.relation.urihttps://github.com/shaypal5/awesometwitter-data
dc.subjectContent analysis
dc.subjectPython
dc.subjectText classification
dc.subjectText processing NLP
dc.subjectNLTK
dc.subjectTwitter
dc.titleUsing NLP Python Tools in Methods of Content Analysis
dc.typeArticle
dc.rights.holder© Національний університет “Львівська політехніка”, 2020
dc.contributor.affiliationNational Technical University "Kharkiv Polytechnic Institute"
dc.format.pages3
dc.identifier.citationenRazno M. Using NLP Python Tools in Methods of Content Analysis / Maria Razno, Nina Khairova // Computational linguistics and intelligent systems : proceedings of the 4nd International conference, 23-24 April 2020, Lviv, Ukraine. — Lviv : Lviv Politechnic Publishing House, 2020. — Vol 2 : Proceedings of the 4nd International conference, COLINS 2020. Workshop, Lviv, Ukraine April 23-24, 2020. — P. 240–242. — (Intelligent Systems).
dc.relation.references1. Rubtsova, Y.: Constructing a corpus for sentiment classification training. SOFTWARE SYSTEMS 1(109), 72-78 (2015).
dc.relation.references2. A list of Twitter datasets and related resources. https://github.com/shaypal5/awesometwitter-data. Last accessed 10 April 2020.
dc.relation.references3. Krippendorff, K.: Content Analysis: An Introduction to Its Methodology, 110-120 (2018).
dc.relation.referencesen1. Rubtsova, Y., Constructing a corpus for sentiment classification training. SOFTWARE SYSTEMS 1(109), 72-78 (2015).
dc.relation.referencesen2. A list of Twitter datasets and related resources. https://github.com/shaypal5/awesometwitter-data. Last accessed 10 April 2020.
dc.relation.referencesen3. Krippendorff, K., Content Analysis: An Introduction to Its Methodology, 110-120 (2018).
dc.citation.spage240
dc.citation.epage242
dc.coverage.placenameЛьвів
dc.coverage.placenameLviv
Appears in Collections:Computational linguistics and intelligent systems. – 2020 р.

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