{"id":4508,"date":"2025-05-15T09:08:10","date_gmt":"2025-05-15T07:08:10","guid":{"rendered":"https:\/\/www.escience.ac.za\/?p=4508"},"modified":"2025-05-15T13:04:04","modified_gmt":"2025-05-15T11:04:04","slug":"stock-market-forecasting-based-on-political-news-and-sentimental-analysis-using-machine-learning-tools","status":"publish","type":"post","link":"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/stock-market-forecasting-based-on-political-news-and-sentimental-analysis-using-machine-learning-tools\/","title":{"rendered":"Stock Market Forecasting Based on Political News and Sentimental Analysis Using Machine Learning Tools"},"content":{"rendered":"<p><strong>Researcher<\/strong>: Kenneth Matsimbi, University of Limpopo<br \/><strong>Supervisors<\/strong>: Dr. Martins A. Arasomwan, University of the Witwatersrand, Johannesburg<\/p><p><\/p><div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"723\" height=\"1024\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2186707458-Kenneth-Matsimbi-41169_Kenneth_Matsimbi_POSTER_KE_MASTIMBI_18079_693464235-723x1024.jpg\" alt=\"\" class=\"wp-image-4509\" style=\"width:625px;height:auto\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2186707458-Kenneth-Matsimbi-41169_Kenneth_Matsimbi_POSTER_KE_MASTIMBI_18079_693464235-723x1024.jpg 723w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2186707458-Kenneth-Matsimbi-41169_Kenneth_Matsimbi_POSTER_KE_MASTIMBI_18079_693464235-212x300.jpg 212w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2186707458-Kenneth-Matsimbi-41169_Kenneth_Matsimbi_POSTER_KE_MASTIMBI_18079_693464235-768x1087.jpg 768w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2186707458-Kenneth-Matsimbi-41169_Kenneth_Matsimbi_POSTER_KE_MASTIMBI_18079_693464235-1085x1536.jpg 1085w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2186707458-Kenneth-Matsimbi-41169_Kenneth_Matsimbi_POSTER_KE_MASTIMBI_18079_693464235-1446x2048.jpg 1446w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2186707458-Kenneth-Matsimbi-41169_Kenneth_Matsimbi_POSTER_KE_MASTIMBI_18079_693464235-600x850.jpg 600w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2186707458-Kenneth-Matsimbi-41169_Kenneth_Matsimbi_POSTER_KE_MASTIMBI_18079_693464235-scaled.jpg 1808w\" sizes=\"(max-width: 723px) 100vw, 723px\" \/><\/figure><\/div><p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>Researcher: Kenneth Matsimbi, University of LimpopoSupervisors: Dr. Martins A. Arasomwan, University of the Witwatersrand, Johannesburg &nbsp;<\/p>\n","protected":false},"author":3,"featured_media":4489,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"class_list":["post-4508","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-capstone-projects"],"_links":{"self":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/4508","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/comments?post=4508"}],"version-history":[{"count":2,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/4508\/revisions"}],"predecessor-version":[{"id":4514,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/4508\/revisions\/4514"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/media\/4489"}],"wp:attachment":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/media?parent=4508"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/categories?post=4508"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/tags?post=4508"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}