{"id":9993,"date":"2025-05-07T15:25:05","date_gmt":"2025-05-07T19:25:05","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?page_id=9993"},"modified":"2025-12-11T12:42:20","modified_gmt":"2025-12-11T17:42:20","slug":"levi-goldberg","status":"publish","type":"page","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/levi-goldberg\/","title":{"rendered":"Levi Goldberg"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">About Me<\/h2>\n\n\n\n<p>Hello! My name is Levi Goldberg, and I&#8217;m a junior double-majoring in Data Science and Mathematics with a minor in Accounting. I work on campus as a resident assistant, math tutor, and the sustainability data manager with the Center for Environmental Leadership. My goal is to one day use my data science skills to contribute to solving pressing social issues, including the rise of misinformation. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Introduction<\/h2>\n\n\n\n<p>My capstone project focuses on analyzing the effectiveness of different fact-checking formats. Prior research suggests that fact checks that are positively phrased, concise, and created soon after the original misinformation are more effective. The data for this study comes from fact-checks created on the Community Notes program on X. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Project Poster<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"877\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/DS-Capstone-Poster-v3-Levi-Goldberg-1024x877.png\" alt=\"\" class=\"wp-image-10911\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/DS-Capstone-Poster-v3-Levi-Goldberg-1024x877.png 1024w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/DS-Capstone-Poster-v3-Levi-Goldberg-300x257.png 300w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/DS-Capstone-Poster-v3-Levi-Goldberg-768x658.png 768w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/DS-Capstone-Poster-v3-Levi-Goldberg-1536x1316.png 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Graphical Abstract <\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/Graphical-Abstract-v3.1-Levi-Goldberg.png\" alt=\"\" class=\"wp-image-10834\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/Graphical-Abstract-v3.1-Levi-Goldberg.png 960w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/Graphical-Abstract-v3.1-Levi-Goldberg-300x169.png 300w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/Graphical-Abstract-v3.1-Levi-Goldberg-768x432.png 768w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Data Architecture Diagram <\/h2>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/Data-Architecture-Diagram-v3.2-Levi-Goldberg1.png\" alt=\"\" class=\"wp-image-10835\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/Data-Architecture-Diagram-v3.2-Levi-Goldberg1.png 960w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/Data-Architecture-Diagram-v3.2-Levi-Goldberg1-300x169.png 300w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/Data-Architecture-Diagram-v3.2-Levi-Goldberg1-768x432.png 768w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/figure>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Project Report <\/h2>\n\n\n\n<div class=\"wp-block-file\"><a href=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/Final_Technical_Report___Levi_Goldberg.pdf\">Final_Technical_Report___Levi_Goldberg<\/a><a href=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/Final_Technical_Report___Levi_Goldberg.pdf\" class=\"wp-block-file__button\" download>Download<\/a><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Link to Gitlab<\/h2>\n\n\n\n<p><a href=\"https:\/\/code.cs.earlham.edu\/lsgoldb22\/levi-goldberg-ds-488-capstone\">https:\/\/code.cs.earlham.edu\/lsgoldb22\/levi-goldberg-ds-488-capstone<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Project Demonstration Video<\/h2>\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=\"Final Project Demonstration Video - Levi Goldberg\" width=\"940\" height=\"529\" src=\"https:\/\/www.youtube.com\/embed\/X60mZZdpyqk?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>About Me Hello! My name is Levi Goldberg, and I&#8217;m a junior double-majoring in Data Science and Mathematics with a minor in Accounting. I work on campus as a resident assistant, math tutor, and the sustainability data manager with the &hellip; <a href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/levi-goldberg\/\">Read More<\/a><\/p>\n","protected":false},"author":159,"featured_media":0,"parent":8534,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-9993","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>Levi Goldberg - 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\/2024-2\/cs488\/levi-goldberg\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Levi Goldberg - CS\/DS Student Portfolios\" \/>\n<meta property=\"og:description\" content=\"About Me Hello! My name is Levi Goldberg, and I&#8217;m a junior double-majoring in Data Science and Mathematics with a minor in Accounting. I work on campus as a resident assistant, math tutor, and the sustainability data manager with the &hellip; Read More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/levi-goldberg\/\" \/>\n<meta property=\"og:site_name\" content=\"CS\/DS Student Portfolios\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-11T17:42:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/DS-Capstone-Poster-v3-Levi-Goldberg.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2500\" \/>\n\t<meta property=\"og:image:height\" content=\"2142\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\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\\\/students\\\/2024-2\\\/cs488\\\/levi-goldberg\\\/\",\"url\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/levi-goldberg\\\/\",\"name\":\"Levi Goldberg - CS\\\/DS Student Portfolios\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/levi-goldberg\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/levi-goldberg\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/DS-Capstone-Poster-v3-Levi-Goldberg-1024x877.png\",\"datePublished\":\"2025-05-07T19:25:05+00:00\",\"dateModified\":\"2025-12-11T17:42:20+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/levi-goldberg\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/levi-goldberg\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/levi-goldberg\\\/#primaryimage\",\"url\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/DS-Capstone-Poster-v3-Levi-Goldberg.png\",\"contentUrl\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/DS-Capstone-Poster-v3-Levi-Goldberg.png\",\"width\":2500,\"height\":2142},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/levi-goldberg\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Students\",\"item\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"2024\",\"item\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"CS488\",\"item\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/students\\\/2024-2\\\/cs488\\\/\"},{\"@type\":\"ListItem\",\"position\":5,\"name\":\"Levi Goldberg\"}]},{\"@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":"Levi Goldberg - 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\/students\/2024-2\/cs488\/levi-goldberg\/","og_locale":"en_US","og_type":"article","og_title":"Levi Goldberg - CS\/DS Student Portfolios","og_description":"About Me Hello! My name is Levi Goldberg, and I&#8217;m a junior double-majoring in Data Science and Mathematics with a minor in Accounting. I work on campus as a resident assistant, math tutor, and the sustainability data manager with the &hellip; Read More","og_url":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/levi-goldberg\/","og_site_name":"CS\/DS Student Portfolios","article_modified_time":"2025-12-11T17:42:20+00:00","og_image":[{"width":2500,"height":2142,"url":"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/DS-Capstone-Poster-v3-Levi-Goldberg.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/levi-goldberg\/","url":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/levi-goldberg\/","name":"Levi Goldberg - CS\/DS Student Portfolios","isPartOf":{"@id":"https:\/\/portfolios.cs.earlham.edu\/#website"},"primaryImageOfPage":{"@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/levi-goldberg\/#primaryimage"},"image":{"@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/levi-goldberg\/#primaryimage"},"thumbnailUrl":"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/DS-Capstone-Poster-v3-Levi-Goldberg-1024x877.png","datePublished":"2025-05-07T19:25:05+00:00","dateModified":"2025-12-11T17:42:20+00:00","breadcrumb":{"@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/levi-goldberg\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/levi-goldberg\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/levi-goldberg\/#primaryimage","url":"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/DS-Capstone-Poster-v3-Levi-Goldberg.png","contentUrl":"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2025\/12\/DS-Capstone-Poster-v3-Levi-Goldberg.png","width":2500,"height":2142},{"@type":"BreadcrumbList","@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/levi-goldberg\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/portfolios.cs.earlham.edu\/"},{"@type":"ListItem","position":2,"name":"Students","item":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/"},{"@type":"ListItem","position":3,"name":"2024","item":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/"},{"@type":"ListItem","position":4,"name":"CS488","item":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2024-2\/cs488\/"},{"@type":"ListItem","position":5,"name":"Levi Goldberg"}]},{"@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"}]}},"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"Levi Goldberg","author_link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/author\/lsgoldb22\/"},"rttpg_comment":0,"rttpg_category":null,"rttpg_excerpt":"About Me Hello! My name is Levi Goldberg, and I&#8217;m a junior double-majoring in Data Science and Mathematics with a minor in Accounting. I work on campus as a resident assistant, math tutor, and the sustainability data manager with the &hellip; Read More","_links":{"self":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/pages\/9993","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/users\/159"}],"replies":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/comments?post=9993"}],"version-history":[{"count":15,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/pages\/9993\/revisions"}],"predecessor-version":[{"id":10928,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/pages\/9993\/revisions\/10928"}],"up":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/pages\/8534"}],"wp:attachment":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/media?parent=9993"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}