{"id":4559,"date":"2022-02-02T11:32:08","date_gmt":"2022-02-02T16:32:08","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?page_id=4559"},"modified":"2025-04-15T12:51:55","modified_gmt":"2025-04-15T16:51:55","slug":"irisa-shrestha","status":"publish","type":"page","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/irisa-shrestha\/","title":{"rendered":"Irisa Shrestha"},"content":{"rendered":"\n<p>Hi, I am Irisa Shrestha, I am a Computer Science major at Earlham College.  I will be doing Twitter Sentiment Analysis of COVID-19 Tweets to see if people&#8217;s sentiments are aligned with significant developments in the COVID-19 timeline.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Abstract from my Senior Capstone Research Project Proposal:<\/p>\n\n\n\n<p>Nowadays, people use social media to express their feelings and thoughts regarding different topics. During the COVID-19 pandemic, people have been very active in social media, sharing information, personal experiences, and emotions. Twitter is one of the social media platforms where people are very active. Sentiment Analysis of Tweets can provide really interesting insights about the public\u2019s preferences and sentiments. In this research, I will determine whether the sentiment changes of people\u2019s COVID-19 related Tweets align with significant developments in the COVID-19 timeline.<\/p>\n\n\n\n<p>Software Architecture Diagram:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"559\" height=\"534\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/05\/software-architecture.jpg\" alt=\"\" class=\"wp-image-4834\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/05\/software-architecture.jpg 559w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/05\/software-architecture-300x287.jpg 300w\" sizes=\"auto, (max-width: 559px) 100vw, 559px\" \/><\/figure>\n\n\n\n<h4 class=\"has-text-align-center wp-block-heading\"><a href=\"https:\/\/code.cs.earlham.edu\/ishres19\/senior_capstone\"><strong>Gitlab link<\/strong><\/a><\/h4>\n\n\n\n<h3 class=\"has-text-align-center wp-block-heading\">Software Demonstration:<\/h3>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"software demonstration video\" width=\"940\" height=\"529\" src=\"https:\/\/www.youtube.com\/embed\/VtnzjQXAeF8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hi, I am Irisa Shrestha, I am a Computer Science major at Earlham College. I will be doing Twitter Sentiment Analysis of COVID-19 Tweets to see if people&#8217;s sentiments are aligned with significant developments in the COVID-19 timeline. Abstract from &hellip; <a href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/irisa-shrestha\/\">Read More<\/a><\/p>\n","protected":false},"author":106,"featured_media":0,"parent":5058,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4559","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Irisa Shrestha - CS\/DS Student Portfolios<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2023-2\/cs488\/irisa-shrestha\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Irisa Shrestha - CS\/DS Student Portfolios\" \/>\n<meta property=\"og:description\" content=\"Hi, I am Irisa Shrestha, I am a Computer Science major at Earlham College. 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