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Tasks like psychometric analysis of individuals, for various applications, are conducted online. In this article, we introduce a novel system to analyze the semantics of an individual's tweets from their Twitter profile using LIWC and SALLEE scores. These scores can be used to evaluate less fortunate, thin\u2010filed candidates using their Twitter profiles. With increased access to phones and the internet, many organizations are focusing on making credit systems available to the masses by introducing psychometric analysis. This article proposes a dynamic model for evaluating the personality of a Twitter user using the textual content shared on their page. The model will allow stakeholders to ascertain the personality of user according to any personality model. To analyze if this is viable and flexible approach to model any kind of personality model, we take MBTI personality dataset and train classifier to predict personality types. 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We found that proposed approach, outperformed the other relevant works also some aspects of these linguistic scores show a heavy correlation with certain personality types.<\/jats:p>","DOI":"10.1002\/cpe.7029","type":"journal-article","created":{"date-parts":[[2022,4,25]],"date-time":"2022-04-25T03:44:04Z","timestamp":1650858244000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["RETRACTED: Psychometric profiling of individuals using Twitter profiles: A psychological Natural Language Processing based approach"],"prefix":"10.1002","volume":"34","author":[{"given":"Shubhangi","family":"Rathi","sequence":"first","affiliation":[{"name":"CSE Department, Institute of Technology Nirma University Ahmedabad Gujarat India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6116-1383","authenticated-orcid":false,"given":"Jai Prakash","family":"Verma","sequence":"additional","affiliation":[{"name":"CSE Department, Institute of Technology Nirma University Ahmedabad Gujarat India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rachna","family":"Jain","sequence":"additional","affiliation":[{"name":"Information Technology Department Bhagwan Parsuram Institute of Technology Rohini New Delhi India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9821-6146","authenticated-orcid":false,"given":"Anand","family":"Nayyar","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology Duy Tan University Da Nang Vietnam"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Narina","family":"Thakur","sequence":"additional","affiliation":[{"name":"CSE Department Bhagwan Parshuram Institute of Technology Rohini New Delhi India"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2022,4,25]]},"reference":[{"key":"e_1_2_8_2_1","doi-asserted-by":"publisher","DOI":"10.1111\/phc3.12624"},{"key":"e_1_2_8_3_1","doi-asserted-by":"publisher","DOI":"10.1111\/ijsa.12268"},{"key":"e_1_2_8_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jesp.2022.104288"},{"key":"e_1_2_8_5_1","doi-asserted-by":"publisher","DOI":"10.3390\/fi14010005"},{"key":"e_1_2_8_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.115885"},{"key":"e_1_2_8_7_1","doi-asserted-by":"crossref","unstructured":"ChaubeyG ArjariaS. 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