{"id":4726,"date":"2022-03-31T16:44:46","date_gmt":"2022-03-31T20:44:46","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?page_id=4726"},"modified":"2022-04-01T14:18:58","modified_gmt":"2022-04-01T18:18:58","slug":"hailee-dang","status":"publish","type":"page","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/hailee-dang\/","title":{"rendered":"Hailee Dang"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">ABOUT ME <\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li>My name is Hang &#8220;Hailee&#8221; Dang, a senior majoring in Data Science with interest in Finance, Data and Business Analytics. <\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">MY PROJECT <\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Abstract <\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li>Purpose: This paper aims to find a new metric on predicting a technology company\u2019s stock performance besides 5 fundamentals metrics that have been proved and frequently used in corporate valuation.<\/li><li>Design\/ MethodologyThe paper explains reason of choosing the 5 fundamental metrics using existing papers and studies. Then, using data from online financial database system with R to evaluating the correlation between these metrics and the actual performance over a 10-year period. The result will diverse from least to most correlated to the actual stock performance. New highly correlated metric such as media mentions or number of articles about the company should be added to the model to increase the correctness of the prediction.<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li>Research limitations\/implicationsThis theoretical model only applies to the time range from 2011-2021 and profited large corporations in technology industry. Any applications outside this data frame would not be reflected correctly.<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">ARCHITECTURE DIAGRAM <\/h3>\n\n\n\n<p>Insert picture <\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/code.cs.earlham.edu\/htdang18\/ds488-a-new-metric-on-predicting-a-stock-performance\" data-type=\"URL\" data-id=\"https:\/\/code.cs.earlham.edu\/htdang18\/ds488-a-new-metric-on-predicting-a-stock-performance\">GITLAB PROJECT<\/a><\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">SOFTWARE DEMONSTRATION VIDEO <\/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=\"DS488: Demonstration of Senior Capstone project v0.1\" width=\"940\" height=\"529\" src=\"https:\/\/www.youtube.com\/embed\/jERT5T69gnA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>ABOUT ME My name is Hang &#8220;Hailee&#8221; Dang, a senior majoring in Data Science with interest in Finance, Data and Business Analytics. MY PROJECT Abstract Purpose: This paper aims to find a new metric on predicting a technology company\u2019s stock &hellip; <a href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/hailee-dang\/\">Read More<\/a><\/p>\n","protected":false},"author":120,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4726","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>Hailee Dang - 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\/hailee-dang\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hailee Dang - CS\/DS Student Portfolios\" \/>\n<meta property=\"og:description\" content=\"ABOUT ME My name is Hang &#8220;Hailee&#8221; Dang, a senior majoring in Data Science with interest in Finance, Data and Business Analytics. MY PROJECT Abstract Purpose: This paper aims to find a new metric on predicting a technology company\u2019s stock &hellip; Read More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/hailee-dang\/\" \/>\n<meta property=\"og:site_name\" content=\"CS\/DS Student Portfolios\" \/>\n<meta property=\"article:modified_time\" content=\"2022-04-01T18:18:58+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/hailee-dang\\\/\",\"url\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/hailee-dang\\\/\",\"name\":\"Hailee Dang - CS\\\/DS Student Portfolios\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/#website\"},\"datePublished\":\"2022-03-31T20:44:46+00:00\",\"dateModified\":\"2022-04-01T18:18:58+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/hailee-dang\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/hailee-dang\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/hailee-dang\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Hailee Dang\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/#website\",\"url\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/\",\"name\":\"CS\\\/DS Student Portfolios\",\"description\":\"AI and ML, Image Classification, Arduino\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Hailee Dang - CS\/DS Student Portfolios","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/portfolios.cs.earlham.edu\/index.php\/hailee-dang\/","og_locale":"en_US","og_type":"article","og_title":"Hailee Dang - CS\/DS Student Portfolios","og_description":"ABOUT ME My name is Hang &#8220;Hailee&#8221; Dang, a senior majoring in Data Science with interest in Finance, Data and Business Analytics. 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