1<!DOCTYPE html> 2<html class="no-js" lang="en-US" prefix="og: http://ogp.me/ns# fb: http://ogp.me/ns/fb# article: http://ogp.me/ns/article#" xmlns:fb="http://ogp.me/ns/fb#"> 3 <head prefix="og: http://ogp.me/ns# object: http://ogp.me/ns/object#"> 4 <meta charset="utf-8"> 5 <meta http-equiv="X-UA-Compatible" content="IE=edge"> 6 <meta name="viewport" content="width=device-width, initial-scale=1"> 7<!-- <title> 8 News Analysis Using Text Network Visualization of RSS Feeds | Nodus Labs: Ecological Thinking through Network Analysis </title> --> 9 <!-- Setup OpenGraph support--> 10 <meta property="og:title" content="News Analysis Using Text Network Visualization of RSS Feeds"/> 11 <meta property="og:description" content="Text network analysis can be used to better understand the news picture of the day and to analyze the current media discourse. 12 13In this case study we import RSS news feeds of the major new outlets to visualize their discourse and to compare their approach. "/> 14 <meta property="og:url" content="https://noduslabs.com/featured/news-analysis-visualization-rss-feeds/"/> 15 <meta property="og:image" content="https://noduslabs.com/wp-content/uploads/2018/04/news-analysis-rss.png"/> 16 <meta property="og:type" content="article"/> 17 <meta property="og:site_name" content="Nodus Labs: Ecological Thinking through Network Analysis"/> 18 <link href="https://noduslabs.com/wp-content/uploads/2021/08/398465_253303238070057_561808156_n.jpg" rel="icon" type="image/png" /> 19 20 <title>News Analysis Using Text Network Visualization of RSS Feeds – Nodus Labs: Ecological Thinking through Network Analysis</title> 21<meta name='robots' content='max-image-preview:large' /> 22 <meta name="description" content="Text network analysis can be used to better understand the news picture of the day and to analyze the current media discourse. In this case study we import RSS news feeds of the major new outlets to visualize their discourse and to compare their approach." /> 23 <meta property="og:type" content="article" /> 24 <meta property="og:title" content="News Analysis Using Text Network Visualization of RSS Feeds" /> 25 <meta property="og:description" content="Text network analysis can be used to better understand the news picture of the day and to analyze the current media discourse. In this case study we import RSS news feeds of the major new outlets to visualize their discourse and to compare their approach." /> 26 <meta property="og:url" content="https://noduslabs.com/featured/news-analysis-visualization-rss-feeds/" /> 27 <meta property="og:image" content="https://noduslabs.com/wp-content/uploads/2018/04/news-analysis-rss.png" /> 28 <meta property="article:published_time" content="2018-04-14" /> 29 <meta property="article:modified_time" content="2019-10-08" /> 30 <meta property="article:author" content="https://noduslabs.com/author/dmitry/" /> 31 <meta property="article:tag" content="Case Studies" /> 32 <meta property="article:tag" content="Featured" /> 33 <meta property="article:tag" content="Network Visualization" /> 34 <meta property="article:tag" content="Recommended" /> 35 <meta property="article:tag" content="Tutorials" /> 36 <meta property="article:tag" content="discourse" /> 37 <meta property="article:tag" content="infranodus" /> 38 <meta property="article:tag" content="narrative" /> 39 <meta property="article:tag" content="news" /> 40 <meta property="article:tag" content="politics" /> 41 <meta property="article:tag" content="TNA" /> 42 <meta property="og:site_name" content="Nodus Labs: Ecological Thinking through Network Analysis" /> 43 <meta name="twitter:card" content="summary" /> 44 <meta name="twitter:site" content="@noduslabs" />
45<script type="text/javascript"> 46window._wpemojiSettings = {"baseUrl":"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/72x72\/","ext":".png","svgUrl":"https:\/\/s.w.org\/images\/core\/emoji\/14.0.0\/svg\/","svgExt":".svg","source":{"concatemoji":"https:\/\/noduslabs.com\/wp-includes\/js\/wp-emoji-release.min.js?ver=6.2.13"}}; 47/*! This file is auto-generated */ 48!function(e,a,t){var n,r,o,i=a.createElement("canvas"),p=i.getContext&&i.getContext("2d");function s(e,t){p.clearRect(0,0,i.width,i.height),p.fillText(e,0,0);e=i.toDataURL();return p.clearRect(0,0,i.width,i.height),p.fillText(t,0,0),e===i.toDataURL()}function c(e){var t=a.createElement("script");t.src=e,t.defer=t.type="text/javascript",a.getElementsByTagName("head")[0].appendChild(t)}for(o=Array("flag","emoji"),t.supports={everything:!0,everythingExceptFlag:!0},r=0;r<o.length;r++)t.supports[o[r]]=function(e){if(p&&p.fillText)switch(p.textBaseline="top",p.font="600 32px Arial",e){case"flag":return s("\ud83c\udff3\ufe0f\u200d\u26a7\ufe0f","\ud83c\udff3\ufe0f\u200b\u26a7\ufe0f")?!1:!s("\ud83c\uddfa\ud83c\uddf3","\ud83c\uddfa\u200b\ud83c\uddf3")&&!s("\ud83c\udff4\udb40\udc67\udb40\udc62\udb40\udc65\udb40\udc6e\udb40\udc67\udb40\udc7f","\ud83c\udff4\u200b\udb40\udc67\u200b\udb40\udc62\u200b\udb40\udc65\u200b\udb40\udc6e\u200b\udb40\udc67\u200b\udb40\udc7f");case"emoji":return!s("\ud83e\udef1\ud83c\udffb\u200d\ud83e\udef2\ud83c\udfff","\ud83e\udef1\ud83c\udffb\u200b\ud83e\udef2\ud83c\udfff")}return!1}(o[r]),t.supports.everything=t.supports.everything&&t.supports[o[r]],"flag"!==o[r]&&(t.supports.everythingExceptFlag=t.supports.everythingExceptFlag&&t.supports[o[r]]);t.supports.everythingExceptFlag=t.supports.everythingExceptFlag&&!t.supports.flag,t.DOMReady=!1,t.readyCallback=function(){t.DOMReady=!0},t.supports.everything||(n=function(){t.readyCallback()},a.addEventListener?(a.addEventListener("DOMContentLoaded",n,!1),e.addEventListener("load",n,!1)):(e.attachEvent("onload",n),a.attachEvent("onreadystatechange",function(){"complete"===a.readyState&&t.readyCallback()})),(e=t.source||{}).concatemoji?c(e.concatemoji):e.wpemoji&&e.twemoji&&(c(e.twemoji),c(e.wpemoji)))}(window,document,window._wpemojiSettings); 49</script>
49 50<style type="text/css"> 51img.wp-smiley, 52img.emoji { 53 display: inline !important; 54 border: none !important; 55 box-shadow: none !important; 56 height: 1em !important; 57 width: 1em !important; 58 margin: 0 0.07em !important; 59 vertical-align: -0.1em !important; 60 background: none !important; 61 padding: 0 !important; 62} 63</style> 64 <link rel='stylesheet' id='Puritan-css' href='https://fonts.googleapis.com/css?family=Puritan%3Aregular%2Citalic%2Cbold%2Cbolditalic&subset=latin&ver=6.2.13' type='text/css' media='all' /> 65<link rel='stylesheet' id='Allerta-css' href='https://fonts.googleapis.com/css?family=Allerta&subset=latin&ver=6.2.13' type='text/css' media='all' /> 66<link rel='stylesheet' id='Molengo-css' href='https://fonts.googleapis.com/css?family=Molengo&subset=latin&ver=6.2.13' type='text/css' media='all' /> 67<link rel='stylesheet' id='Old-Standard-TT-css' href='https://fonts.googleapis.com/css?family=Old+Standard+TT%3Aregular%2Citalic%2Cbold&subset=latin&ver=6.2.13' type='text/css' media='all' /> 68<link rel='stylesheet' id='wp-block-library-css' href='https://noduslabs.com/wp-includes/css/dist/block-library/style.min.css?ver=6.2.13' type='text/css' media='all' /> 69<link rel='stylesheet' id='classic-theme-styles-css' href='https://noduslabs.com/wp-includes/css/classic-themes.min.css?ver=6.2.13' type='text/css' media='all' /> 70<style id='global-styles-inline-css' type='text/css'> 71body{--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgba(6,147,227,1) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgba(252,185,0,1) 0%,rgba(255,105,0,1) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red: linear-gradient(135deg,rgba(255,105,0,1) 0%,rgb(207,46,46) 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray: linear-gradient(135deg,rgb(238,238,238) 0%,rgb(169,184,195) 100%);
71--wp--preset--gradient--cool-to-warm-spectrum: linear-gradient(135deg,rgb(74,234,220) 0%,rgb(151,120,209) 20%,rgb(207,42,186) 40%,rgb(238,44,130) 60%,rgb(251,105,98) 80%,rgb(254,248,76) 100%);--wp--preset--gradient--blush-light-purple: linear-gradient(135deg,rgb(255,206,236) 0%,rgb(152,150,240) 100%);--wp--preset--gradient--blush-bordeaux: linear-gradient(135deg,rgb(254,205,165) 0%,rgb(254,45,45) 50%,rgb(107,0,62) 100%);--wp--preset--gradient--luminous-dusk: linear-gradient(135deg,rgb(255,203,112) 0%,rgb(199,81,192) 50%,rgb(65,88,208) 100%);--wp--preset--gradient--pale-ocean: linear-gradient(135deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%);--wp--preset--gradient--electric-grass: linear-gradient(135deg,rgb(202,248,128) 0%,rgb(113,206,126) 100%);--wp--preset--gradient--midnight: linear-gradient(135deg,rgb(2,3,129) 0%,rgb(40,116,252) 100%);--wp--preset--duotone--dark-grayscale: url('#wp-duotone-dark-grayscale');--wp--preset--duotone--grayscale: url('#wp-duotone-grayscale');--wp--preset--duotone--purple-yellow: url('#wp-duotone-purple-yellow');--wp--preset--duotone--blue-red: url('#wp-duotone-blue-red');--wp--preset--duotone--midnight: url('#wp-duotone-midnight');--wp--preset--duotone--magenta-yellow: url('#wp-duotone-magenta-yellow');--wp--preset--duotone--purple-green: url('#wp-duotone-purple-green');--wp--preset--duotone--blue-orange: url('#wp-duotone-blue-orange');--wp--preset--font-size--small: 13px;--wp--preset--font-size--medium: 20px;--wp--preset--font-size--large: 36px;--wp--preset--font-size--x-large: 42px;--wp--preset--spacing--20: 0.44rem;--wp--preset--spacing--30: 0.67rem;--wp--preset--spacing--40: 1rem;--wp--preset--spacing--50: 1.5rem;--wp--preset--spacing--60: 2.25rem;--wp--preset--spacing--70: 3.38rem;--wp--preset--spacing--80: 5.06rem;--wp--preset--shadow--natural: 6px 6px 9px rgba(0, 0, 0, 0.2);--wp--preset--shadow--deep: 12px 12px 50px rgba(0, 0, 0, 0.4);--wp--preset--shadow--sharp: 6px 6px 0px rgba(0, 0, 0, 0.2);--wp--preset--shadow--outlined: 6px 6px 0px -3px rgba(255, 255, 255, 1), 6px 6px rgba(0, 0, 0, 1);--wp--preset--shadow--crisp: 6px 6px 0px rgba(0, 0, 0, 1);}:where(.is-layout-flex){gap: 0.5em;}body .is-layout-flow > .alignleft{float: left;margin-inline-start: 0;margin-inline-end: 2em;}body .is-layout-flow > .alignright{float: right;margin-inline-start: 2em;margin-inline-end: 0;}body .is-layout-flow > .aligncenter{margin-left: auto !important;margin-right: auto !important;}body .is-layout-constrained > .alignleft{float: left;margin-inline-start: 0;margin-inline-end: 2em;}body .is-layout-constrained > .alignright{float: right;margin-inline-start: 2em;margin-inline-end: 0;}body .is-layout-constrained > .aligncenter{margin-left: auto !important;margin-right: auto !important;}body .is-layout-constrained > :where(:not(.alignleft):not(.alignright):not(.alignfull)){max-width: var(--wp--style--global--content-size);margin-left: auto !important;margin-right: auto !important;}body .is-layout-constrained > .alignwide{max-width: var(--wp--style--global--wide-size);}body .is-layout-flex{display: flex;}body .is-layout-flex{flex-wrap: wrap;align-items: center;}body .is-layout-flex > *{margin: 0;}:where(.wp-block-columns.is-layout-flex){gap: 2em;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background: var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background: var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background: var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background: var(--wp--preset--gradient--cool
71-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background: var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background: var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background: var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background: var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background: var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background: var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size: var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size: var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size: var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size: var(--wp--preset--font-size--x-large) !important;} 72.wp-block-navigation a:where(:not(.wp-element-button)){color: inherit;} 73:where(.wp-block-columns.is-layout-flex){gap: 2em;} 74.wp-block-pullquote{font-size: 1.5em;line-height: 1.6;} 75</style> 76<link rel='stylesheet' id='contact-form-7-css' href='https://noduslabs.com/wp-content/plugins/contact-form-7/includes/css/styles.css?ver=5.7.7' type='text/css' media='all' /> 77<link rel='stylesheet' id='font_awesome-css' href='https://noduslabs.com/wp-content/plugins/coursepress/css/font-awesome.css?ver=6.2.13' type='text/css' media='all' /> 78<link rel='stylesheet' id='front_general-css' href='https://noduslabs.com/wp-content/plugins/coursepress/css/front_general.css?ver=1.2.3.3' type='text/css' media='all' /> 79<link rel='stylesheet' id='front_enrollment_process-css' href='https://noduslabs.com/wp-content/plugins/coursepress/css/front-enrollment-process.css?ver=1.2.3.3' type='text/css' media='all' /> 80<link rel='stylesheet' id='dashicons-css' href='https://noduslabs.com/wp-includes/css/dashicons.min.css?ver=6.2.13' type='text/css' media='all' /> 81<link rel='stylesheet' id='post-views-counter-frontend-css' href='https://noduslabs.com/wp-content/plugins/post-views-counter/css/frontend.min.css?ver=1.3.13' type='text/css' media='all' /> 82<link rel='stylesheet' id='capital-style-css' href='https://noduslabs.com/wp-content/themes/capital/style.css?ver=6.2.13' type='text/css' media='all' /> 83<link rel='stylesheet' id='capital-responsive-css' href='https://noduslabs.com/wp-content/themes/capital/responsive.css?ver=6.2.13' type='text/css' media='all' /> 84<link rel='stylesheet' id='capital-jplayer-css' href='https://noduslabs.com/wp-content/themes/capital/ocmx/jplayer.css?ver=6.2.13' type='text/css' media='all' /> 85<link rel='stylesheet' id='capital-customizer-css' href='https://noduslabs.com/?stylesheet=custom&ver=6.2.13' type='text/css' media='all' /> 86<link rel='stylesheet' id='capital-montserrat-css' href='https://fonts.googleapis.com/css?family=Montserrat%3A400%2C700&ver=6.2.13' type='text/css' media='all' /> 87<link rel='stylesheet' id='capital-merriweather-css' href='https://fonts.googleapis.com/css?family=Merriweather%3A400%2C700%2C400italic%2C700italic&ver=6.2.13' type='text/css' media='all' /> 88<link rel='stylesheet' id='capital-fontawesome-css' href='https://netdna.bootstrapcdn.com/font-awesome/4.0.3/css/font-awesome.css?ver=6.2.13' type='text/css' media='all' /> 89<link rel='stylesheet' id='fancybox-css' href='https://noduslabs.com/wp-content/plugins/easy-fancybox/fancybox/1.5.4/jquery.fancybox.min.css?ver=6.2.13' type='text/css' media='screen' /> 90<link rel='stylesheet' id='wpgdprc-front-css-css' href='https://noduslabs.com/wp-content/plugins/wp-gdpr-compliance/Assets/css/front.css?ver=1686914719' type='text/css' media='all' /> 91<style id='wpgdprc-front-css-inline-css' type='text/css'> 92:root{--wp-gdpr--bar--background-color: #000000;--wp-gdpr--bar--color: #ffffff;--wp-gdpr--button--background-color: #000000;--wp-gdpr--button--background-color--darken: #000000;--wp-gdpr--button--color: #ffffff;} 93</style>
94<script type='text/javascript' src='https://noduslabs.com/wp-content/plugins/enable-jquery-migrate-helper/js/jquery/jquery-1.12.4-wp.js?ver=1.12.4-wp' id='jquery-core-js'></script>
vendor: 1 bytes, line 94
94
95<script type='text/javascript' src='https://noduslabs.com/wp-content/plugins/enable-jquery-migrate-helper/js/jquery-migrate/jquery-migrate-1.4.1-wp.js?ver=1.4.1-wp' id='jquery-migrate-js'></script>
vendor: 1 bytes, line 95
95
96<script type='text/javascript' id='ocmx-update-js-extra'> 97/* <![CDATA[ */ 98var ThemeAjax = {"ajaxurl":"https:\/\/noduslabs.com\/wp-admin\/admin-ajax.php"}; 99/* ]]> */ 100</script>
vendor: 1 bytes, line 100
100
101<script type='text/javascript' src='https://noduslabs.com/wp-content/themes/capital/ocmx/includes/upgrade.js?ver=6.2.13' id='ocmx-update-js'></script>
vendor: 1 bytes, line 101
101
102<script type='text/javascript' id='enrollment_process-js-extra'> 103/* <![CDATA[ */ 104var cp_vars = {"admin_ajax_url":"https:\/\/noduslabs.com\/wp-admin\/admin-ajax.php","message_all_fields_are_required":"All fields are required.","message_username_minimum_length":"Username must be at least 4 characters in length","message_username_exists":"Username already exists or invalid. Please choose another one.","message_email_exists":"E-mail already exists or invalid. Please choose another one.","message_emails_dont_match":"E-mails mismatch.","message_passwords_dont_match":"Passwords mismatch.","message_password_minimum_length":"Password must be at least 6 characters in length.","minimum_password_lenght":"6","message_login_error":"Username and\/or password is not valid.","message_passcode_invalid":"Passcode is not valid.","message_tos_invalid":"You must agree to the Terms of Service in order to signup."}; 105/* ]]> */ 106</script>
vendor: 1 bytes, line 106
106
107<script type='text/javascript' src='https://noduslabs.com/wp-content/plugins/coursepress/js/front-enrollment-process.js?ver=6.2.13' id='enrollment_process-js'></script>
vendor: 1 bytes, line 107
107
108<script type='text/javascript' id='coursepress_front-js-extra'> 109/* <![CDATA[ */ 110var front_vars = {"withdraw_alert":"Please confirm that you want to withdraw from the course. If you withdraw, you will no longer be able to see your records for this course.","units_archive_url":"https:\/\/noduslabs.com\/featured\/news-analysis-visualization-rss-feeds\/units\/"}; 111/* ]]> */ 112</script>
vendor: 1 bytes, line 112
112
113<script type='text/javascript' src='https://noduslabs.com/wp-content/plugins/coursepress/js/coursepress-front.js?ver=6.2.13' id='coursepress_front-js'></script>
vendor: 1 bytes, line 113
113
114<script type='text/javascript' src='https://noduslabs.com/wp-content/plugins/coursepress/js/coursepress-calendar.js?ver=6.2.13' id='coursepress_calendar-js'></script>
vendor: 1 bytes, line 114
114
115<script type='text/javascript' src='https://noduslabs.com/wp-content/plugins/coursepress/js/coursepress-front-elements.js?ver=6.2.13' id='coursepress_front_elements-js'></script>
vendor: 1 bytes, line 115
115
116<script type='text/javascript' src='https://noduslabs.com/wp-content/themes/capital/scripts/menus.js?ver=6.2.13' id='capital-menus-js'></script>
vendor: 1 bytes, line 116
116
117<script type='text/javascript' src='https://noduslabs.com/wp-content/themes/capital/scripts/fitvid.js?ver=6.2.13' id='capital-fitvid-js'></script>
vendor: 1 bytes, line 117
117
118<script type='text/javascript' src='https://noduslabs.com/wp-content/themes/capital/scripts/theme.js?ver=6.2.13' id='capital-scripts-js'></script>
vendor: 1 bytes, line 118
118
119<script type='text/javascript' src='https://noduslabs.com/wp-content/themes/capital/scripts/portfolio.js?ver=6.2.13' id='capital-portfolio-js'></script>
vendor: 1 bytes, line 119
119
120<script type='text/javascript' src='https://s7.addthis.com/js/300/addthis_widget.js?ver=6.2.13#pubid=ra-539072aa132cc69d' id='capital-sharing-js'></script>
vendor: 1 bytes, line 120
120
121<script type='text/javascript' id='wpgdprc-front-js-js-extra'> 122/* <![CDATA[ */ 123var wpgdprcFront = {"ajaxUrl":"https:\/\/noduslabs.com\/wp-admin\/admin-ajax.php","ajaxNonce":"51ac0486c6","ajaxArg":"security","pluginPrefix":"wpgdprc","blogId":"1","isMultiSite":"","locale":"en_US","showSignUpModal":"","showFormModal":"","cookieName":"wpgdprc-consent","consentVersion":"","path":"\/","prefix":"wpgdprc"}; 124/* ]]> */ 125</script>
vendor: 1 bytes, line 125
125
126<script type='text/javascript' src='https://noduslabs.com/wp-content/plugins/wp-gdpr-compliance/Assets/js/front.min.js?ver=1686914719' id='wpgdprc-front-js-js'></script>
126 127<link rel="canonical" href="https://noduslabs.com/featured/news-analysis-visualization-rss-feeds/" /> 128<link rel="alternate" type="application/json+oembed" href="https://noduslabs.com/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fnoduslabs.com%2Ffeatured%2Fnews-analysis-visualization-rss-feeds%2F" /> 129<link rel="alternate" type="text/xml+oembed" href="https://noduslabs.com/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fnoduslabs.com%2Ffeatured%2Fnews-analysis-visualization-rss-feeds%2F&format=xml" /> 130 <meta name="generator" content="CoursePress Pro 1.2.3.3"/> 131 132<!--BEGIN: TRACKING CODE MANAGER (v2.3.0) BY INTELLYWP.COM IN HEAD//--> 133<!-- Google tag (gtag.js) -->
vendor: 65 bytes, lines 133-134
133 134<script async src="https://www.googletagmanager.com/gtag/js?id=
134G-HJHX7KDQVT
vendor: 13 bytes, line 134
134"></script>
135<script> 136
vendor: 138 bytes, lines 136-140
136window.dataLayer = window.dataLayer || []; 137 function gtag(){dataLayer.push(arguments);} 138 gtag('js', new Date()); 139 140 gtag('config', '
140G-HJHX7KDQVT
vendor: 5 bytes, line 140
140');
141</script>
vendor: 1 bytes, line 141
141
142<script> 143 !function(t,e){var o,n,p,r;e.__SV||(window.posthog=e,e._i=[],e.init=function(i,s,a){function g(t,e){var o=e.split(".");2==o.length&&(t=t[o[0]],e=o[1]),t[e]=function(){t.push([e].concat(Array.prototype.slice.call(arguments,0)))}}(p=t.createElement("script")).type="text/javascript",p.async=!0,p.src=s.api_host.replace(".i.posthog.com","-assets.i.posthog.com")+"/static/array.js",(r=t.getElementsByTagName("script")[0]).parentNode.insertBefore(p,r);var u=e;for(void 0!==a?u=e[a]=[]:a="posthog",u.people=u.people||[],u.toString=function(t){var e="posthog";return"posthog"!==a&&(e+="."+a),t||(e+=" (stub)"),e},u.people.toString=function(){return u.toString(1)+".people (stub)"},o="init capture register register_once register_for_session unregister unregister_for_session getFeatureFlag getFeatureFlagPayload isFeatureEnabled reloadFeatureFlags updateEarlyAccessFeatureEnrollment getEarlyAccessFeatures on onFeatureFlags onSessionId getSurveys getActiveMatchingSurveys renderSurvey canRenderSurvey getNextSurveyStep identify setPersonProperties group resetGroups setPersonPropertiesForFlags resetPersonPropertiesForFlags setGroupPropertiesForFlags resetGroupPropertiesForFlags reset get_distinct_id getGroups get_session_id get_session_replay_url alias set_config startSessionRecording stopSessionRecording sessionRecordingStarted captureException loadToolbar get_property getSessionProperty createPersonProfile opt_in_capturing opt_out_capturing has_opted_in_capturing has_opted_out_capturing clear_opt_in_out_capturing debug".split(" "),n=0;n<o.length;n++)g(u,o[n]);e._i.push([i,s,a])},e.__SV=1)}(document,window.posthog||[]); 144 posthog.init('phc_SEmVqHQwn2BfSTVzAExYNV5wrDzJ6NgQceeWliricBL',{api_host:'https://eu.i.posthog.com', person_profiles: 'identified_only' // or 'always' to create profiles for anonymous users as well 145 }) 146</script>
146 147<!--END: https://wordpress.org/plugins/tracking-code-manager IN HEAD//--><style>body{font-family: Puritan; } 148ul#nav li a{font-family: Allerta; font-size: 15px; } 149.title-block h2{font-family: Molengo; font-size: 50px; } 150.date{font-family: Allerta; } 151.post-title, .post-title a{font-family: Molengo; font-size: 33px; } 152p, .copy{font-family: Old Standard TT; font-size: 18px; } 153.widgettitle, .widgettitle a, .section-title, .section-title a{font-family: Allerta; font-size: 50px; } 154</style>
154<script> 155window.dataLayer = window.dataLayer || []; 156</script>
156 157<!-- Google Tag Manager -->
158<script>
vendor: 331 bytes, lines 158-162
158(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': 159new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], 160j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 161'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); 162})(window,document,'script','dataLayer','
162GTM-TX5BTWQ
vendor: 3 bytes, line 162
162');
162</script>
162 163<!-- End Google Tag Manager --> 164 165<!-- Google Tag Manager (noscript) -->
vendor: 69 bytes, lines 165-166
165 166<noscript><iframe src="https://www.googletagmanager.com/ns.html?id=
166GTM-TX5BTWQ
vendor: 85 bytes, lines 166-167
166" 167height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript>
168<!-- End Google Tag Manager (noscript) -->
169<script> 170function gtag(){dataLayer.push(arguments);} 171gtag('set', 'linker', {'domains': ['noduslabs.com','infranodus.com']}); 172gtag('js', new Date()); 173gtag('config', 'GTM-TX5BTWQ'); 174</script>
174 175
176<script src="https://consent.cookiefirst.com/sites/noduslabs.com-4fde4733-1688-4d90-9af3-c3623b6d10fd/consent.js"></script>
176<style id="sccss">/* Enter Your Custom CSS Here */ 177 178.course-title { 179 padding-top: 40px; 180} 181 182button.apply-button { 183 float: none!important; 184 margin-bottom: 30px; 185} 186 187.content-widget p, .content-widget .copy p{color: #333;} 188 189.copy p { 190 color: #333!important; 191} 192 193 194 195.urlink { 196 background-color: #30b0ff; 197 -moz-border-radius: 8px; 198 -webkit-border-radius: 8px; 199 border-radius: 8px; 200 border: 1px solid #30b0ff; 201 display: inline-block; 202 cursor: pointer; 203 color: #ffffff !important; 204 padding: 10px 31px; 205 text-decoration: none; 206 font-family: Arial,Helvetica,sans-serif; 207 font-size: 16px; 208 font-weight: bold; 209} 210 211ul#nav ul.sub-menu li, ul#nav .children li { 212 width: 200px!important; 213} 214 215 216.ad { 217 position: relative; 218 margin-top: 30px; 219 width: 90%; 220 margin-bottom: 30px; 221 text-align: left; 222 vertical-align: middle; 223} 224 225.rcorners { 226 border-radius: 15px; 227 border: 3px solid #666666; 228 background-color: #f3f3f3; 229 padding: 30px; 230 font-style:italic; 231} 232 233.empha { 234 font-size: 17px; 235 font-weight: bold; 236} 237 238.post-title, .post-title a { 239 240 line-height: 35px; 241} 242</style> 243 244</head> 245 246<body class="post-template-default single single-post postid-2540 single-format-standard post-news-analysis-visualization-rss-feeds"> 247 248<div id="wrapper" class="fullwidth "> 249 250 <div id="header-container"> 251 <div id="header-contact-container" class="clearfix"> 252 <div id="header-contacts" class="clearfix"> 253 <div class="header-search"> 254 <form action="https://noduslabs.com" method="get" class="header-form"> 255 <input type="text" name="s" id="s" class="search-form" maxlength="50" value="" placeholder="Search" /> 256 <input type="submit" class="search_button" value="" /> 257 <span class="icon-search"><i class="fa fa-search fa-2x"></i></span> 258 </form> 259 </div> 260 <ul class="header-contact"> 261 <li class="header-number"><i class="fa fa-phone fa-2x"></i><a href="tel:+447537107421">+447537107421</a></span></li> <li class="header-email"><i class="fa fa-envelope fa-2x"></i><a href="mailto:[email protected]" target="_blank">[email protected]</a></span></li> </ul> 262 <div class="header-social"> 263 <span class="header-facebook"><a href="http://facebook.com/noduslabs" target="_blank" alt="Facebook"><i class="fa fa-facebook-square fa-lg"></i></a></span> <span class="header-twitter"><a href="http://twitter.com/noduslabs" target="_blank" alt="Twitter"><i class="fa fa-twitter fa-lg"></i></a></span> <span class="header-linkedin"><a href="https://www.linkedin.com/company/infranodus" target="_blank" alt="LinkedIn"><i class="fa fa-linkedin fa-lg"></i></a></span> <span class="header-instagram"><a href="https://instagram.com/infranodus" target="_blank" alt="Instagram"><i class="fa fa-instagram fa-lg"></i></a></span> <span class="header-tumblr"><a href="http://polysingularity.tumblr.com" target="_blank" alt="tumblr"><i class="fa fa-tumblr fa-lg"></i></a></span> <span class="header-youtube"><a href="https://youtube.com/@noduslabs" target="_blank" alt="youtube"><i class="fa fa-youtube fa-lg"></i></a></span> </div> 264 265 266 <div id="top-navigation-container"> 267 268 </div> 269 </div> 270 </div> 271 272 <div id="header" class="clearfix"> 273 <div class="logo"> 274 <h1> 275 <a href="https://noduslabs.com"> 276 <img src="/wp-content/uploads/2015/03/nodus-labs2.png" alt="Nodus Labs: Ecological Thinking through Network Analysis" /> 277 </a> 278 </h1> 279 </div> 280 <a id="menu-drop-button" href="#"> 281 Menu </a> 282 <div id="navigation-container" class="clearfix"> 283 <ul id="nav" class="clearfix"><li id="menu-item-8" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-8"><a title="About" href="https://noduslabs.com/about/">About</a> 284<ul class="sub-menu"> 285 <li id="menu-item-3845" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-3845"><a href="https://noduslabs.com/about/">What is Nodus Labs</a></li> 286 <li id="menu-item-1160" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-1160"><a href="https://noduslabs.com/contact/">Contact</a></li> 287 <li id="menu-item-7616" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-7616"><a href="https://noduslabs.mediakit.cloud">YouTube Mediakit</a></li> 288 <li id="menu-item-3856" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-3856"><a href="https://noduslabs.com/newsletter/">Newsletter</a></li> 289 <li id="menu-item-7764" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-7764"><a href="https://noduslabs.substack.com">Substack Blog</a></li> 290 <li id="menu-item-3847" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3847"><a href="https://support.noduslabs.com/hc/en-us/community/topics">Community Forum</a></li> 291 <li id="menu-item-3844" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3844"><a href="https://support.noduslabs.com">Support Portal</a></li> 292</ul> 293</li> 294<li id="menu-item-1601" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-1601"><a>Tools</a> 295<ul class="sub-menu"> 296 <li id="menu-item-3607" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3607"><a href="/infranodus/">InfraNodus Insight Generator</a></li> 297 <li id="menu-item-7765" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-7765"><a href="https://noduslabs.com/keyword-graph/">Keyword Graph for SEO</a></li> 298 <li id="menu-item-7763" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-7763"><a href="https://n8n-chat-widget.com">Popup AI Chat Widget for n8n</a></li> 299 <li id="menu-item-7509" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-7509"><a href="https://saassy.tools">SaaS Tools</a></li> 300 <li id="menu-item-7728" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-7728"><a href="https://thisislike.app">This Is Like: Find Similar Things</a></li> 301 <li id="menu-item-3849" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3849"><a href="https://8os.io">EightOS Body~Mind Practice</a></li> 302 <li id="menu-item-7709" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-7709"><a href="/selfsense">SelfSense Adaptive HRV / Motion</a></li> 303 <li id="menu-item-3608" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3608"><a href="/fractal-beat/">
303Fractal MIDI Sequencer</a></li> 304 <li id="menu-item-7450" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-7450"><a href="https://noduslabs.com/custom-gpts/">Custom GPTs & Skills</a></li> 305 <li id="menu-item-5408" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5408"><a href="https://github.com/noduslabs/">Open Source Tools & Code</a></li> 306</ul> 307</li> 308<li id="menu-item-1591" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-1591"><a href="/our-services/">Services</a></li> 309<li id="menu-item-2478" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-2478"><a href="https://noduslabs.com/coursesa/">Courses</a> 310<ul class="sub-menu"> 311 <li id="menu-item-2479" class="coursepress-menu-item coursepress-menu-item-course menu-item menu-item-type-custom menu-item-object-custom menu-item-2479"><a href="https://noduslabs.com/courses/network-visualization-and-analysis-with-gephi/">Network Visualization with Gephi</a></li> 312 <li id="menu-item-2480" class="coursepress-menu-item coursepress-menu-item-course menu-item menu-item-type-custom menu-item-object-custom menu-item-2480"><a href="https://noduslabs.com/courses/network-thinking-polysingularity-approach/">Network Thinking: Polysingularity Framework</a></li> 313 <li id="menu-item-2481" class="coursepress-menu-item coursepress-menu-item-course menu-item menu-item-type-custom menu-item-object-custom menu-item-2481"><a href="https://noduslabs.com/courses/8os-body-mind-operating-system-learning-to-modulate-conflict-dynamics/">Learning to Modulate Conflict Dynamics</a></li> 314 <li id="menu-item-2849" class="coursepress-menu-item coursepress-menu-item-course menu-item menu-item-type-custom menu-item-object-custom menu-item-2849"><a href="https://noduslabs.com/courses/text-network-analysis-for-cognitive-stimulation/">Text Network Analysis for Cognitive Stimulation</a></li> 315</ul> 316</li> 317<li id="menu-item-496" class="menu-item menu-item-type-taxonomy menu-item-object-category current-post-ancestor current-menu-ancestor current-menu-parent current-custom-parent menu-item-has-children menu-item-496"><a href="https://noduslabs.com/category/cases/">CASE STUDIES</a> 318<ul class="sub-menu"> 319 <li id="menu-item-3512" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-has-children menu-item-3512"><a href="https://noduslabs.com/category/cases/creative-work/">ARTS & CULTURE</a> 320 <ul class="sub-menu"> 321 <li id="menu-item-3513" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3513"><a href="/cases/sculpting-text-abstract-network-visualization/">Sculpting with Text</a></li> 322 <li id="menu-item-3514" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3514"><a href="/cases/bodymind-operating-systems-35c3-ai/">Bodymind Operating System</a></li> 323 <li id="menu-item-3515" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3515"><a href="/cases/agile-cross-contextual-confluence-workshop/">Interdisciplinarity through the Body</a></li> 324 <li id="menu-item-3516" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3516"><a href="/cases/text-network-graph-visualization-musical-instrument/">Text Visualization in Music</a></li> 325 </ul> 326</li> 327 <li id="menu-item-3489" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-has-children menu-item-3489"><a href="https://noduslabs.com/category/cases/data-mining-visualization/">DATA MINING</a> 328 <ul class="sub-menu"> 329 <li id="menu-item-3418" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3418"><a href="/cases/gexf-viewer-visualize-share-graphs/">Gephi Gexf Graph Viewer</a></li> 330 <li id="menu-item-3490" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3490"><a href="/recommended/visualization-csv-excel-survey-datasets/">CSV & Excel Data Visualization</a></li> 331 <li id="menu-item-3492" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3492"><a href="/cases/infranodus-the-network-thinking-app/">InfraNodus: The Network Thinking App</a></li> 332 </ul> 333</li> 334 <li id="menu-item-1835" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-has-children menu-item-1835">
334<a href="https://noduslabs.com/category/cases/network-learning-strategies/">EDUCATION & LEARNING</a> 335 <ul class="sub-menu"> 336 <li id="menu-item-3473" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3473"><a href="/cases/agile-cross-contextual-confluence-workshop/">Interdisciplinarity through the Body</a></li> 337 <li id="menu-item-3475" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3475"><a href="/cases/speech-to-text-network-education/">Speech-to-Text Visual Feedback</a></li> 338 <li id="menu-item-3476" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3476"><a href="/cases/connect-ideas-research-notes-graph/">Connect Ideas & Research Notes</a></li> 339 <li id="menu-item-3478" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3478"><a href="/cases/how-to-write-essay-inspiration-text-network-visualization/">How to Write an Essay using Text Network Visualization</a></li> 340 <li id="menu-item-3481" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3481"><a href="/cases/learn-read-interpret-network-graphs-data-visualization/">How to Read and Interpret Graphs</a></li> 341 <li id="menu-item-3483" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3483"><a href="/cases/bibliographic-synthesis-text-network-analysis/">Bibliographic Synthesis using Network Analysis</a></li> 342 <li id="menu-item-3484" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3484"><a href="/cases/embodying-social-networks-workshop/">Embodying Social Network Workshop</a></li> 343 <li id="menu-item-3517" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3517"><a href="/cases/cognitive-drive-recommender-systems/">Hidden Drive of the Recommender Systems</a></li> 344 </ul> 345</li> 346 <li id="menu-item-3496" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-has-children menu-item-3496"><a href="https://noduslabs.com/category/cases/journalism-writing/">JOURNALISM & WRITING</a> 347 <ul class="sub-menu"> 348 <li id="menu-item-3422" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3422"><a href="/cases/efficient-search-methods-content-structuring/">Networked Narrative Strategies</a></li> 349 <li id="menu-item-3497" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3497"><a href="/cases/how-to-write-essay-inspiration-text-network-visualization/">How to Write an Essay: the Network Approach</a></li> 350 <li id="menu-item-3499" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3499"><a href="/cases/presidents-inaugural-speeches-text-network-analysis/">Political Speech Analysis</a></li> 351 </ul> 352</li> 353 <li id="menu-item-3493" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-has-children menu-item-3493"><a href="https://noduslabs.com/category/cases/marketing/">MARKETING</a> 354 <ul class="sub-menu"> 355 <li id="menu-item-3494" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3494"><a href="/cases/hotjar-customer-feedback-analysis/">Customer Feedback Analysis (HotJar)</a></li> 356 <li id="menu-item-3495" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3495"><a href="/cases/group-profiling-text-network-analysis/">Group Profiling</a></li> 357 </ul> 358</li> 359 <li id="menu-item-1836" class="menu-item menu-item-type-taxonomy menu-item-object-category current-post-ancestor current-menu-ancestor current-menu-parent current-custom-parent menu-item-has-children menu-item-1836"><a href="https://noduslabs.com/category/cases/network-visualization/">NETWORK VISUALIZATION</a> 360 <ul class="sub-menu"> 361 <li id="menu-item-3485" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3485"><a href="/cases/generate-word-cloud-context/">Word Clouds with a Context</a></li> 362 <li id="menu-item-3486" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3486"><a href="/cases/word-cloud-generator-text-network/">Generating Word Cloud Networks</a></li> 363 <li id="menu-item-3421" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3421"><a href="/cases/visualize-videos-subtitles/">Video Subtitles Visualization</a></li> 364 <li id="menu-item-3419" class="menu-item menu-item-type-custom menu-item-object-custom current-menu-item menu-item-3419"><a href="/featured/news-analysis-visualization-rss-feeds/" aria-current="page">Visual News Analysis</a></li> 365 <li id="menu-item-3488" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3488"><a href="/cases/conference-talks-content-profiling-text-network-analysis/">Conference Talks Content Profiling</a></li> 366 <li id="menu-item-3491" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3491"><a href="/cases/evernote-iphone-notes-text-network-graph/">Evernote & Notes Visualization</a></li> 367 </ul> 368</li> 369 <li id="menu-item-3500" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-has-children menu-item-3500"><a href="https://noduslabs.com/category/cases/psychology-and-psychotherapy/">PSYCHOTHERAPY</a> 370 <ul class="sub-menu"> 371 <li id="menu-item-3501" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3501"><a href="/cases/text-network-visualization-psychotherapy/">Text Network Visualization for Psychotherapy</a></li> 372 <li id="menu-item-3502" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3502"><a href="/cases/divination-network-tarot/">The Divination Network of Tarot</a></li> 373 <li id="menu-item-3503" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3503"><a href="/cases/memory-bullet-lists-network-graphs/">Memory Enhancement using Network Graphs</a></li> 374 </ul> 375</li> 376 <li id="menu-item-1838" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-has-children menu-item-1838"><a href="https://noduslabs.com/category/cases/search-engine-optimization/">SEARCH ENGINE OPTIMIZATION</a> 377 <ul class="sub-menu"> 378 <li id="menu-item-3417" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3417"><a href="/cases/google-seo-strategies-text-mining/">SEO Text Network Data Mining</a></li> 379 <li id="menu-item-3420" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3420"><a href="/cases/seo-tutorial-keyword-visualization-search-engine-optimization/">SEO Keyword Search Network Visualization</a></li> 380 </ul> 381</li> 382 <li id="menu-item-1839" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-has-children menu-item-1839"><a href="https://noduslabs.com/category/cases/social-network-analysis/">
382SOCIAL NETWORK ANALYSIS</a> 383 <ul class="sub-menu"> 384 <li id="menu-item-3504" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3504"><a href="/cases/social-network-dynamics-game-pick-up-artists/">The Social Dynamics of Pickup Artists</a></li> 385 <li id="menu-item-3505" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3505"><a href="/cases/best-ways-expand-facebook-network/">How to Expand Your Facebook Network</a></li> 386 <li id="menu-item-3506" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3506"><a href="/cases/polysingularity-socio-cognitive-networks/">Polysingularity in Socio-Cognitive Networks</a></li> 387 <li id="menu-item-3507" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3507"><a href="/cases/russian-smm-facebook-group-analysis/">Facebook Group Network Analysis</a></li> 388 <li id="menu-item-3508" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3508"><a href="/cases/reblogs-tumblr-better/">Tumblr Reblog Networks</a></li> 389 <li id="menu-item-3509" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3509"><a href="/cases/facebook-networks-access-communities/">Facebook Infiltration Techniques</a></li> 390 <li id="menu-item-3510" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3510"><a href="/cases/the-ethics-of-networks/">The Ethics of Networks</a></li> 391 </ul> 392</li> 393 <li id="menu-item-3511" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-has-children menu-item-3511"><a href="https://noduslabs.com/category/cases/text-mining/">TEXT MINING & TOPIC MODELING</a> 394 <ul class="sub-menu"> 395 <li id="menu-item-3416" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3416"><a href="/cases/tutorial-lda-text-mining-network-analysis/">LDA Text Mining and Topic Analysis</a></li> 396 <li id="menu-item-3518" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3518"><a href="/cases/google-seo-strategies-text-mining/">SEO Text Mining</a></li> 397 </ul> 398</li> 399 <li id="menu-item-1840" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-1840"><a href="https://noduslabs.com/category/cases/text-network-analysis/">TEXT NETWORK ANALYSIS</a></li> 400 <li id="menu-item-82" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-82"><a href="https://noduslabs.com/category/radar/">ON THE RADAR</a></li> 401</ul> 402</li> 403<li id="menu-item-68" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-68"><a href="https://noduslabs.com/category/research/">Research</a></li> 404<li id="menu-item-cp-courses" class="menu-item-cp-courses"><a href="https://noduslabs.com/courses">Courses</a></li> 405<li id="menu-item-cp-logout" class="menu-item-cp-logout"><a href="https://noduslabs.com/student-login">Log In</a></li> 406</ul> </div> 407 </div> 408 </div> 409 <div id="content-container" class="sidebarright clearfix"> <div id="title-container"> 410 <div class="title-block"> 411 <h2>Case Studies</h2> 412 </div> 413 </div> 414 415<div id="crumbs-container"> 416 417 <ul id="crumbs"> 418 419 <li><a href="https://noduslabs.com">Home</a></li> 420 421 422 <li>/</li> 423 <li><a href="https://noduslabs.com/category/cases/">Case Studies</a></li> 424 425 426 <li>/</li> 427 <li><a href="https://noduslabs.com/category/featured/">Featured</a></li> 428 429 430 <li>/</li> 431 <li><a href="https://noduslabs.com/category/cases/network-visualization/">Network Visualization</a></li> 432 433 434 <li>/</li> 435 <li><a href="https://noduslabs.com/category/recommended/">Recommended</a></li> 436 437 438 <li>/</li> 439 <li><a href="https://noduslabs.com/category/tutorials/">Tutorials</a></li> 440 441 442 443 <li>/</li> 444 <li><span class="current"><a href="https://noduslabs.com/featured/news-analysis-visualization-rss-feeds/">News Analysis Using Text Network Visualization of RSS Feeds</a></span></li> 445 446 </ul> 447</div> 448 <div id="content" class="clearfix"> 449 <div id="left-column"> 450 <ul class="post-list"> 451 452 <li id="post-2540" class="post post-2540 type-post status-publish format-standard has-post-thumbnail hentry category-cases category-featured category-network-visualization category-recommended category-tutorials tag-discourse tag-infranodus tag-narrative tag-news tag-politics tag-tna"> 453 <div class="post-content clearfix"> 454 <div class="post-title-block"> 455 <h5 class="post-date"> 456 Posted by <a href="https://noduslabs.com/author/dmitry/" title="Posts by
456Nodus Labs" rel="author">Nodus Labs</a> | April 14, 2018 </h5> 457 458 <h3 class="post-title"><a href="https://noduslabs.com/featured/news-analysis-visualization-rss-feeds/">News Analysis Using Text Network Visualization of RSS Feeds</a></h3> 459 </div> 460 461 <div class="post-image fitvid"><img width="1000" height="594" src="https://noduslabs.com/wp-content/uploads/2018/04/news-analysis-rss-1000x594.png" class="attachment-1000auto size-1000auto wp-post-image" alt="" decoding="async" srcset="https://noduslabs.com/wp-content/uploads/2018/04/news-analysis-rss-1000x594.png 1000w, https://noduslabs.com/wp-content/uploads/2018/04/news-analysis-rss-510x303.png 510w, https://noduslabs.com/wp-content/uploads/2018/04/news-analysis-rss-1024x608.png 1024w, https://noduslabs.com/wp-content/uploads/2018/04/news-analysis-rss-660x392.png 660w" sizes="(max-width: 1000px) 100vw, 1000px" /></div> 462 <div class="copy"> 463 <p>Text network analysis can be used to better understand the news picture of the day and to analyze the current media discourse.</p> 464<p>We frequently skim over headlines to know what’s happening in the world and while we get a general idea of the major news, we sometimes lose track of the relations between them. Using text network analysis we can bring those relations to light.</p> 465<p>We can also see where news sources position themselves and how different news outlets cover the current picture of the day, what are the different agendas and how those agendas are expressed through different media.</p> 466<p>Below we will present a case study of different news sources using as an example the news landscape of the 14th of April 2018: the day US, UK and France launched an attack on Syria. We will base our analysis on the news sources RSS feeds, creating the text network graphs from the headlines.</p> 467<p>We will use InfraNodus text network visualization tool, which is based on the methodology presented in our paper on text network analysis.</p> 468<p> </p> 469<h2>1. Visualization of the Major News Sources</h2> 470<p>We will use <strong>RSS import functionality</strong> of InfraNodus to import 30 most recent news (which covers the whole day) from the top 5 newspapers:</p> 471<p>The Guardian<br /> 472The New York Times<br /> 473The Washington Post<br /> 474The Wall Street Journal<br /> 475The Financial Times</p> 476<p>The algorithm at the basis of InfraNodus is based on converting the words into the graph nodes. After the stopwords (such as “the”, “a”, “in” etc.) are removed and the remaining words are converted into their lemmas, the lemmas that co-occur next to each other will appear to be connected. The more certain words are used in the same context, the more distinguished they will be (as a group) from the rest of the network. Based on this information we can color-code different communities of words (or topics) based on Blondel et al (2001) community detection algorithm.</p> 477<p>You can see the visualization below (made at 16.30 CET 14/04/2018):</p> 478<p><iframe loading="lazy" style="height: 500px;" src="https://infranodus.com/newsresearch/english180414?hide_always=1&link_hashtags=1" width="100%" height="500" frameborder="0" allowfullscreen="allowfullscreen"></iframe></p> 479<p>It can be seen the majority of the publications are talking about the <strong>Syria strike</strong> and <strong>president Trump</strong>.</p> 480<p>A closer inspection of the different clusters (topical communities) inside the graph indicate that there are other important topical clusters as well:</p> 481<p><a href="https://noduslabs.com/wp-content/uploads/2018/04/news-analysis-rss.png"><img decoding="async" loading="lazy" class="alignnone size-medium wp-image-2541" src="https://noduslabs.com/wp-content/uploads/2018/04/news-analysis-rss-510x303.png" alt="news-analysis-rss" width="510" height="303" srcset="https://noduslabs.com/wp-content/uploads/2018/04/news-analysis-rss-510x303.png 510w, https://noduslabs.com/wp-content/uploads/2018/04/news-analysis-rss-1024x608.png 1024w, https://noduslabs.com/wp-content/uploads/2018/04/news-analysis-rss-660x392.png 660w, https://noduslabs.com/wp-content/uploads/2018/04/news-analysis-rss-1000x594.png 1000w" sizes="(max-width: 510px) 100v
481w, 510px" /></a></p> 482<p>the pane at the bottom left identified other important news clusters: “battle-china-sebastian” and “russia-rise-back” â if we click on the keywords in this community, InfraNodus will automatically filter out the news that contain those keywords in headlines. In this case we are referring to the news piece from Washington Post, which talks about the rising tensions with Russia as the result of the Syria attack.</p> 483<p>Furthermore, if we analyze what newspapers wrote about Russia <em>(click on the keyword in the graph above) </em>we will see that most of the articles talking about the reaction to the attack (condemning it) come from the RSS feed of The Washington Post. Therefore, The Washington Post gave more emphasis to the reaction of Russia than other newspapers in their RSS newsfeeds.</p> 484<p> </p> 485<h2>2. Comparison Between English-language and French Media’s Discourse</h2> 486<p>Text network analysis of RSS newsfeeds can also be used to compare how media in different countries tend to cover the same events.</p> 487<p>Below is a visualization of the RSS news feeds of the leading French media:<br /> 488Le Monde (left-central oriented)<br /> 489Liberation (left-oriented)<br /> 490Le Parisien (central)<br /> 491Le Figaro (right-oriented)<br /> 492BFM tv (business-oriented)</p> 493<p><iframe loading="lazy" style="height: 500px;" src="https://infranodus.com/newsresearch/french180414?hide_always=1&link_hashtags=1" width="100%" height="500" frameborder="0" allowfullscreen="allowfullscreen"></iframe></p> 494<p>We observe a similar picture: most of the news in RSS feeds of the French media are focused on “frappé” (strike) and “Syria” (with a much lower attention to Trump comparing to English-language RSS feeds). Instead, they focus on the technicalities of the strike (“naval crosiere”) and on the fact that France had a chance to test its new weapon (which, it could then be also assumed, was one of the reasons the strike had been made). They also gave much more focus on reiterating the fact that it was presumed the chemical weapons were found, justifying the strike.</p> 495<p><a href="https://noduslabs.com/wp-content/uploads/2018/04/actuelles-francais-visualisation-rss.png"><img decoding="async" loading="lazy" class="alignnone size-medium wp-image-2543" src="https://noduslabs.com/wp-content/uploads/2018/04/actuelles-francais-visualisation-rss-510x265.png" alt="actuelles-francais-visualisation-rss" width="510" height="265" srcset="https://noduslabs.com/wp-content/uploads/2018/04/actuelles-francais-visualisation-rss-510x265.png 510w, https://noduslabs.com/wp-content/uploads/2018/04/actuelles-francais-visualisation-rss-1024x532.png 1024w, https://noduslabs.com/wp-content/uploads/2018/04/actuelles-francais-visualisation-rss-660x343.png 660w, https://noduslabs.com/wp-content/uploads/2018/04/actuelles-francais-visualisation-rss-1000x520.png 1000w" sizes="(max-width: 510px) 100v
495w, 510px" /></a></p> 496<p>The French media RSS feeds also gave much more (relative) attention to the director Milos Forman’s death that happened on that same day.</p><div class='code-block code-block-1' style='margin: 8px 0; clear: both;'> 497<div class="ad"> 498<div class="rcorners">Try <a href="https://infranodus.com?utm_campaign=InfraNodus&utm_source=InlineBox&utm_medium=Text">InfraNodus Text Network Visualization Tool</a> developed by Nodus Labs. You can use it to make sense of disjointed bits and pieces of information, get visual summaries for text documents, and generate insight for your research process: <a href="https://infranodus.com?utm_campaign=InfraNodus&utm_source=InlineBox&utm_medium=Link">www.infranodus.com</a></div></div></div> 499 500<p> </p> 501<h2>3. Differences Between Newspaper Coverage</h2> 502<p>It may also be interesting to analyze how different media outlets have a different approach to coverage. Below we visualized the top 30 RSS newsfeeds (World section) for The Guardian:</p> 503<p><iframe loading="lazy" style="height: 500px;" src="https://infranodus.com/newsresearch/guard180414world?hide_always=1&link_hashtags=1" width="100%" height="500" frameborder="0" allowfullscreen="allowfullscreen"></iframe></p> 504<p>and for The Washington Post:<br /> 505<iframe loading="lazy" style="height: 500px;" src="https://infranodus.com/newsresearch/washpost180414?hide_always=1&link_hashtags=1" width="100%" height="500" frameborder="0" allowfullscreen="allowfullscreen"></iframe></p> 506<p>and The New York Times<br /> 507<iframe loading="lazy" style="height: 500px;" src="https://infranodus.com/newsresearch/nyt180414?hide_always=1&link_hashtags=1" width="100%" height="500" frameborder="0" allowfullscreen="allowfullscreen"></iframe></p> 508<p>We can see from above that both the New York Times and The Washington Post gave a lot of attention to Syria and the strike (17% and 19% respectively to the top Syria topic), while The Guardian’s news feed seemed to be much more diverse (the top topic is the book on Trump and Syria is less than 14%). There’s a lot of attention to Syria but also to other events of the day, which means that the main news do not obfuscate the rest.</p> 509<p>At the same time, the way both the Guardian and The New York Times cover the war in Syria seems to be more one-sided than The Washington Post, which has a variety of articles on the subject of Syria, presenting the different points of view.</p> 510<p>Finally, we can also compare</p> 511<p>The Guardian and The New York Times Coverage:<br /> 512<a href="https://noduslabs.com/wp-content/uploads/2018/04/guardian-new-york-times-comparison.png"><img decoding="async" loading="lazy" class="alignnone size-medium wp-image-2547" src="https://noduslabs.com/wp-content/uploads/2018/04/guardian-new-york-times-comparison-510x344.png" alt="guardian-new-york-times-comparison" width="510" height="344" srcset="https://noduslabs.com/wp-content/uploads/2018/04/guardian-new-york-times-comparison-510x344.png 510w, https://noduslabs.com/wp-content/uploads/2018/04/guardian-new-york-times-comparison-1024x691.png 1024w, https://noduslabs.com/wp-content/uploads/2018/04/guardian-new-york-times-comparison-660x445.png 660w, https://noduslabs.com/wp-content/uploads/2018/04/guardian-new-york-times-comparison-1000x675.png 1000w" sizes="(max-width: 510px) 100v
512w, 510px" /></a></p> 513<p>The Guardian and The Washington Post Coverage:<br /> 514<a href="https://noduslabs.com/wp-content/uploads/2018/04/guardian-washington-post-comparison.png"><img decoding="async" loading="lazy" class="alignnone size-medium wp-image-2548" src="https://noduslabs.com/wp-content/uploads/2018/04/guardian-washington-post-comparison-510x347.png" alt="guardian-washington-post-comparison" width="510" height="347" srcset="https://noduslabs.com/wp-content/uploads/2018/04/guardian-washington-post-comparison-510x347.png 510w, https://noduslabs.com/wp-content/uploads/2018/04/guardian-washington-post-comparison-1024x696.png 1024w, https://noduslabs.com/wp-content/uploads/2018/04/guardian-washington-post-comparison-660x448.png 660w, https://noduslabs.com/wp-content/uploads/2018/04/guardian-washington-post-comparison-1000x680.png 1000w" sizes="(max-width: 510px) 100vw, 510px" /></a></p> 515<p>and The Washington Post and The New York Times Coverage:<br /> 516<a href="https://noduslabs.com/wp-content/uploads/2018/04/wash-post-newyorktimes.png"><img decoding="async" loading="lazy" class="alignnone size-medium wp-image-2549" src="https://noduslabs.com/wp-content/uploads/2018/04/wash-post-newyorktimes-510x347.png" alt="wash-post-newyorktimes" width="510" height="347" srcset="https://noduslabs.com/wp-content/uploads/2018/04/wash-post-newyorktimes-510x347.png 510w, https://noduslabs.com/wp-content/uploads/2018/04/wash-post-newyorktimes-1024x697.png 1024w, https://noduslabs.com/wp-content/uploads/2018/04/wash-post-newyorktimes-660x449.png 660w, https://noduslabs.com/wp-content/uploads/2018/04/wash-post-newyorktimes-1000x680.png 1000w" sizes="(max-width: 510px) 100v
516w, 510px" /></a></p> 517<p> </p> 518<p>We can see that The Washington Post and The New York Times have the most different coverage from each other (42% of the terms used are different).</p> 519<p>We can add Russia Today into the mix and compare it with The Guardian Coverage:</p> 520<p><a href="https://noduslabs.com/wp-content/uploads/2018/04/guardian-russia-today.png"><img decoding="async" loading="lazy" class="alignnone size-medium wp-image-2550" src="https://noduslabs.com/wp-content/uploads/2018/04/guardian-russia-today-510x345.png" alt="guardian-russia-today" width="510" height="345" srcset="https://noduslabs.com/wp-content/uploads/2018/04/guardian-russia-today-510x345.png 510w, https://noduslabs.com/wp-content/uploads/2018/04/guardian-russia-today-1024x693.png 1024w, https://noduslabs.com/wp-content/uploads/2018/04/guardian-russia-today-660x446.png 660w, https://noduslabs.com/wp-content/uploads/2018/04/guardian-russia-today-1000x676.png 1000w" sizes="(max-width: 510px) 100vw, 510px" /></a></p> 521<p>and here’s a comparison between The New York Times and Russia Today:</p> 522<p><a href="https://noduslabs.com/wp-content/uploads/2018/04/nyt-russia-today.png"><img decoding="async" loading="lazy" class="alignnone size-medium wp-image-2551" src="https://noduslabs.com/wp-content/uploads/2018/04/nyt-russia-today-510x345.png" alt="nyt-russia-today" width="510" height="345" srcset="https://noduslabs.com/wp-content/uploads/2018/04/nyt-russia-today-510x345.png 510w, https://noduslabs.com/wp-content/uploads/2018/04/nyt-russia-today-1024x692.png 1024w, https://noduslabs.com/wp-content/uploads/2018/04/nyt-russia-today-660x446.png 660w, https://noduslabs.com/wp-content/uploads/2018/04/nyt-russia-today-1000x676.png 1000w" sizes="(max-width: 510px) 100v
522w, 510px" /></a></p> 523<p>It can be seen clearly that the coverage of Russia Today differs from the coverage of both The Guardian and The New York Times quite significantly.</p> 524<p>However, a closer look at the discourse network of Russia Today coverage (and also at the graphs above) shows that the graph structure of Russia Today RSS feed is much more connected towards the central topics of Syria. In this way Russia Today lives up to its slogan “question more”: providing a more diverse set of opinions on the main topic of Syria. However, a highly centralized structure of the graph indicates that it does not include other subjects, unlike The Guardian or The New York Times, making its overall world coverage less diverse, focussing excessively on the Syrian conflict and its repercussions for Russia.</p> 525<p> <br /> 526<iframe width='100%' height='500' style='height: 500px' src='https://infranodus.com/newsresearch/rt180414?hide_always=1&link_hashtags=1' frameborder='0' allowfullscreen></iframe></p> 527<p> </p> 528<div class="post-views content-post post-2540 entry-meta"> 529 <span class="post-views-icon dashicons dashicons-chart-bar"></span> <span class="post-views-label">Post Views:</span> <span class="post-views-count">12,818</span> 530 </div><div class='code-block code-block-2' style='margin: 8px 0; clear: both;'> 531<div class="ad"> 532<div class="rcorners">On the internet people come and go, but we would like to stay in touch. If you like what you're reading, please, consider <a href="/newsletter">subscribing to our newsletter</a>, following us on <a href="https://youtube.com/@noduslabs" rel="nofollow">YouTube</a> (where we post amazing AI-related content), <a href="https://x.com/noduslabs"rel="nofollow">X (former Twitter)</a>, <a href="https://facebook.com/noduslabs" rel="nofollow">Facebook</a>, and <a href="https://instagram.com/infranodus" rel="nofollow">Instagram</a>, so we can inform you about the latest updates and engage in a dialogue.</div></div></div> 533<!-- AI CONTENT END 1 --> 534 </div> 535 536 <ul class="post-meta"> 537 <li class="meta-block tags"> 538 <ul> 539 <li>Tags »</li><li><a href="https://noduslabs.com/tag/discourse/" rel="tag">discourse</a></li><li><a href="https://noduslabs.com/tag/infranodus/" rel="tag">infranodus</a></li><li><a href="https://noduslabs.com/tag/narrative/" rel="tag">narrative</a></li><li><a href="https://noduslabs.com/tag/news/" rel="tag">news</a></li><li><a href="https://noduslabs.com/tag/politics/" rel="tag">politics</a></li><li><a href="https://noduslabs.com/tag/tna/" rel="tag">TNA</a></li> </ul> 540 </li> 541 <li class="meta-block social"> 542 <!-- AddThis Button BEGIN : Customize at http://www.addthis.com --> 543 <div class="addthis_toolbox addthis_default_style "> 544 <a class="addthis_button_facebook_like"></a> 545 <a class="addthis_button_tweet"></a> 546 <a class="addthis_counter addthis_pill_style"></a> 547 </div> 548
548<script type="text/javascript" src="//s7.addthis.com/js/300/addthis_widget.js#pubid=xa-507462e4620a0fff"></script>
548 549 <!-- AddThis Button END --> 550 </li> 551 552 </ul> 553 554 <ul class="next-prev-post-nav"> 555 <li> 556 ← <span><a href="https://noduslabs.com/cases/social-network-dynamics-game-pick-up-artists/" rel="prev">“The Game” and Social Dynamics of Pick-Up Artists</a></span> 557 </li> 558 <li> 559 <span><a href="https://noduslabs.com/cases/google-seo-strategies-text-mining/" rel="next">Google SEO Strategies using Text Mining and Network Visualization</a></span> → 560 561 </li> 562 </ul> 563 </div> 564</li> 565 </ul> 566 </div> 567 568 <div id="right-column"> 569 <ul class="widget-list sidebar"> 570 <li id="custom_html-2" class="widget_text widget widget_custom_html"><h4 class="widgettitle">Doing a Research?</h4><div class="textwidget custom-html-widget"><div class="empha">Download the <a href="https://infranodus.com/extension?utm_campaign=InfraNodusExtension&utm_source=NL_Sidebar&utm_medium=Text" target="_blank" rel="noopener">InfraNodus AI browser extension</a> and visualize your text highlights as a graph to discover new connections.</div> 571<br> 572<a href="https://infranodus.com?utm_campaign=InfraNodus&utm_source=NL_Sidebar&utm_medium=Image" target="_blank" rel="noopener"><img src="https://noduslabs.com/wp-content/uploads/2019/09/infranodus-small-thump.jpg"></a></div></li><li id="tag_cloud-3" class="widget widget_tag_cloud"><h4 class="widgettitle">Explore Nodus Labs:</h4><div class="tagcloud"><a href="https://noduslabs.com/tag/activism/" class="tag-cloud-link tag-link-26 tag-link-position-1" style="font-size: 11.333333333333pt;" aria-label="activism (6 items)">activism</a> 573<a href="https://noduslabs.com/tag/ai/" class="tag-cloud-link tag-link-161 tag-link-position-2" style="font-size: 13.333333333333pt;" aria-label="AI (9 items)">AI</a> 574<a href="https://noduslabs.com/tag/art/" class="tag-cloud-link tag-link-63 tag-link-position-3" style="font-size: 9.3333333333333pt;" aria-label="art (4 items)">art</a> 575<a href="https://noduslabs.com/tag/body/" class="tag-cloud-link tag-link-137 tag-link-position-4" style="font-size: 11.333333333333pt;" aria-label="body (6 items)">body</a> 576<a href="https://noduslabs.com/tag/business/" class="tag-cloud-link tag-link-34 tag-link-position-5" style="font-size: 9.3333333333333pt;" aria-label="business (4 items)">business</a> 577<a href="https://noduslabs.com/tag/cognition/" class="tag-cloud-link tag-link-55 tag-link-position-6" style="font-size: 17.333333333333pt;" aria-label="cognition (19 items)">cognition</a> 578<a href="https://noduslabs.com/tag/community/" class="tag-cloud-link tag-link-11 tag-link-position-7" style="font-size: 15.733333333333pt;" aria-label="community (14 items)">community</a> 579<a href="https://noduslabs.com/tag/discourse/" class="tag-cloud-link tag-link-140 tag-link-position-8" style="font-size: 9.3333333333333pt;" aria-label="discourse (4 items)">discourse</a> 580<a href="https://noduslabs.com/tag/dynamics/" class="tag-cloud-link tag-link-117 tag-link-position-9" style="font-size: 9.3333333333333pt;" aria-label="dynamics (4 items)">dynamics</a> 581<a href="https://noduslabs.com/tag/education/" class="tag-cloud-link tag-link-88 tag-link-position-10" style="font-size: 12pt;" aria-label="education (7 items)">education</a> 582<a href="https://noduslabs.com/tag/facebook/" class="tag-cloud-link tag-link-64 tag-link-position-11" style="font-size: 9.3333333333333pt;" aria-label="facebook (4 items)">facebook</a> 583<a href="https://noduslabs.com/tag/gephi/" class="tag-cloud-link tag-link-43 tag-link-position-12" style="font-size: 12.666666666667pt;" aria-label="gephi (8 items)">gephi</a> 584<a href="https://noduslabs.com/tag/google/" class="tag-cloud-link tag-link-71 tag-link-position-13" style="font-size: 9.3333333333333pt;" aria-label="google (4 items)">google</a> 585<a href="https://noduslabs.com/tag/health/" class="tag-cloud-link tag-link-46 tag-link-position-14" style="font-size: 10.4pt;" aria-label="health (5 items)">health</a> 586<a href="https://noduslabs.com/tag/infranodus/" class="tag-cloud-link tag-link-83 tag-link-position-15" style="font-size: 18.666666666667pt;" aria-label="infranodus (24 items)">infranodus</a> 587<a href="https://noduslabs.com/tag/interfaces/" class="tag-cloud-link tag-link-31 tag-link-position-16" style="font-size: 17.066666666667pt;" aria-label="interfaces (18 items)">interfaces</a> 588<a href="https://noduslabs.com/tag/internet/" class="tag-cloud-link tag-link-17 tag-link-position-17" style="font-size: 13.333333333333pt;" aria-label="internet (9 items)">internet</a> 589<a href="https://noduslabs.com/tag/interviews/" class="tag-cloud-link tag-link-20 tag-link-position-18" style="font-size: 9.3333333333333pt;" aria-label="interviews (4 items)">interviews</a> 590<a href="https://noduslabs.com/tag/marketing/" class="tag-cloud-link tag-link-48 tag-link-position-19" style="font-size: 12.666666666667pt;" aria-label="marketing (8 items)">marketing</a> 591<a href="https://noduslabs.com/tag/meaning/" class="tag-cloud-link tag-link-8 tag-link-position-20" style="font-size: 14.8pt;" aria-label="meaning (12 items)">meaning</a> 592<a href="https://noduslabs.com/tag/movement/" class="tag-cloud-link tag-link-58 tag-link-position-21" style="font-size: 9.3333333333333pt;" aria-label="movement (4 items)">movement</a> 593<a href="https://noduslabs.com/tag/narrative/" class="tag-cloud-link tag-link-25 tag-link-position-22" style="font-size: 14.4pt;" aria-label="narrative (11 items)">narrative</a> 594<a href="https://noduslabs.com/tag/networks/" class="tag-cloud-link tag-link-7 tag-link-position-23" style="font-size: 22pt;" aria-label="networks (44 items)">networks</a> 595<a href="https://noduslabs.com/tag/organization/" class="tag-cloud-link tag-link-44 tag-link-position-24" style="font-size: 10.4pt;" aria-label="organization (5 items)">organization</a> 596<a href="https://noduslabs.com/tag/people/" class="tag-cloud-link tag-link-19 tag-link-position-25" style="font-size: 17.6pt;" aria-label="people (20 items)">people</a> 597<a href="https://noduslabs.com/tag/philosophy/" class="tag-cloud-link tag-link-69 tag-link-position-26" style="font-size: 8pt;" aria-label="philosophy (3 items)">philosophy</a> 598<a href="https://noduslabs.com/tag/politics/" class="tag-cloud-link tag-link-12 tag-link-position-27" style="font-size: 14.4pt;" aria-label="politics (11 items)">politics</a> 599<a href="https://noduslabs.com/tag/polysingularity/" class="tag-cloud-link tag-link-30 tag-link-position-28" style="font-size: 17.6pt;" aria-label="polysingularity (20 items)">polysingularity</a> 600<a href="https://noduslabs.com/tag/products-2/" class="tag-cloud-link tag-link-15 tag-link-position-29" style="font-size: 9.3333333333333pt;" aria-label="products (4 items)">products</a> 601<a href="https://noduslabs.com/tag/psychology/" class="tag-cloud-link tag-link-27 tag-link-position-30" style="font-size: 16.8pt;
601" aria-label="psychology (17 items)">psychology</a> 602<a href="https://noduslabs.com/tag/publications/" class="tag-cloud-link tag-link-40 tag-link-position-31" style="font-size: 9.3333333333333pt;" aria-label="publications (4 items)">publications</a> 603<a href="https://noduslabs.com/tag/recommender-systems/" class="tag-cloud-link tag-link-65 tag-link-position-32" style="font-size: 9.3333333333333pt;" aria-label="recommender systems (4 items)">recommender systems</a> 604<a href="https://noduslabs.com/tag/research-2/" class="tag-cloud-link tag-link-18 tag-link-position-33" style="font-size: 12.666666666667pt;" aria-label="research (8 items)">research</a> 605<a href="https://noduslabs.com/tag/rhetorics/" class="tag-cloud-link tag-link-67 tag-link-position-34" style="font-size: 9.3333333333333pt;" aria-label="rhetorics (4 items)">rhetorics</a> 606<a href="https://noduslabs.com/tag/seo/" class="tag-cloud-link tag-link-70 tag-link-position-35" style="font-size: 10.4pt;" aria-label="SEO (5 items)">SEO</a> 607<a href="https://noduslabs.com/tag/sociology/" class="tag-cloud-link tag-link-42 tag-link-position-36" style="font-size: 12.666666666667pt;" aria-label="sociology (8 items)">sociology</a> 608<a href="https://noduslabs.com/tag/software/" class="tag-cloud-link tag-link-16 tag-link-position-37" style="font-size: 15.333333333333pt;" aria-label="software (13 items)">software</a> 609<a href="https://noduslabs.com/tag/text/" class="tag-cloud-link tag-link-13 tag-link-position-38" style="font-size: 19.466666666667pt;" aria-label="text (28 items)">text</a> 610<a href="https://noduslabs.com/tag/text-analysis/" class="tag-cloud-link tag-link-229 tag-link-position-39" style="font-size: 10.4pt;" aria-label="text analysis (5 items)">text analysis</a> 611<a href="https://noduslabs.com/tag/thinking/" class="tag-cloud-link tag-link-214 tag-link-position-40" style="font-size: 10.4pt;" aria-label="thinking (5 items)">thinking</a> 612<a href="https://noduslabs.com/tag/tna/" class="tag-cloud-link tag-link-32 tag-link-position-41" style="font-size: 20.133333333333pt;" aria-label="TNA (31 items)">TNA</a> 613<a href="https://noduslabs.com/tag/variability/" class="tag-cloud-link tag-link-226 tag-link-position-42" style="font-size: 8pt;" aria-label="variability (3 items)">variability</a> 614<a href="https://noduslabs.com/tag/video/" class="tag-cloud-link tag-link-38 tag-link-position-43" style="font-size: 10.4pt;" aria-label="video (5 items)">video</a> 615<a href="https://noduslabs.com/tag/visualization/" class="tag-cloud-link tag-link-14 tag-link-position-44" style="font-size: 19.333333333333pt;" aria-label="visualization (27 items)">visualization</a> 616<a href="https://noduslabs.com/tag/writing/" class="tag-cloud-link tag-link-109 tag-link-position-45" style="font-size: 11.333333333333pt;" aria-label="writing (6 items)">writing</a></div> 617</li><li id="text-9" class="widget widget_text"><h4 class="widgettitle">Connect on Twitter:</h4> <div class="textwidget">
617<script src="https://static.elfsight.com/platform/platform.js" data-use-service-core defer></script>
617 618<div class="elfsight-app-ce1c2058-9163-4f01-ab4f-bbacbfaa074e" data-elfsight-app-lazy></div></div> 619 </li><li id="text-8" class="widget widget_text"><h4 class="widgettitle">Connect on Facebook:</h4> <div class="textwidget"><iframe src="//www.facebook.com/plugins/likebox.php?href=http%3A%2F%2Fwww.facebook.com%2Fnoduslabs&width=280&height=258&colorscheme=light&show_faces=true&border_color&stream=false&header=false&appId=301949576509759" scrolling="no" frameborder="0" style="border:none; overflow:hidden; width:100%; height:258px;" allowTransparency="true"></iframe></div> 620 </li><li id="text-4" class="widget widget_text"><h4 class="widgettitle">RSS Feeds:</h4> <div class="textwidget"><a href="https://noduslabs.com/feed/" target="_blank" rel="noopener">RSS feed raw</a> 621</div> 622 </li> </ul> 623</div> 624 </div> 625 626 </div><!--End Content Container --> 627 628 629 <div id="site-wide-container"> 630 <span class="arrow"></span> 631 <div class="site-wide-cta"> 632 <span>Try InfraNodus â Text Network Visualization Tool</span> 633 <a class="action-link" href="/infranodus/">Learn More</a> 634 </div> 635 </div> 636 637 <div id="footer-container"> 638 639 <div id="footer" class="clearfix"> 640 <ul class="footer-widgets four-column clearfix"> 641 <li id="text-11" class="widget widget_text column"><h4 class="widgettitle">Nodus Labs</h4> <div class="textwidget">Exploring society and cognition through the framework of network science. 642 643<a href="/contact/">Contact Us</a> 644<br> <br> 645Check out our <a href="https://noduslabs.substack.com" target="_blank" rel="noopener">Substack Blog</a>. 646 647<br> <br> 648By using this site you agree to our <a href="https://noduslabs.com/terms-of-use/">Terms of Use</a> and <a href="https://noduslabs.com/privacy-policy/">Privacy Policy</a>.</div> 649 </li> 650 <li id="obox_social_widget-2" class="widget widget_obox_social_widget column"> <h4 class="widgettitle">Stay in Touch</h4> 651 652 <ul class="social-icons clearfix"> 653 <li><a target="_blank" class="facebook" href="http://facebook.com/noduslabs" title="Facebook"></a></li><li><a target="_blank" class="twitter" href="http://twitter.com/noduslabs" title="Twitter"></a></li><li><a target="_blank" class="vimeo" href="http://vimeo.com/thisislike" title="Vimeo"></a></li><li><a target="_blank" class="skype" href="dmitryparanyushkin" title="Skype"></a></li><li><a target="_blank" class="tumblr" href="http://polysingularity.tumblr.com" title="Tumblr"></a></li><li><a target="_blank" class="emailz" href="[email protected]" title="Email"></a></li><li><a target="_blank" class="github" href="http://github.com/noduslabs" title="Github"></a></li><li><a target="_blank" class="instagram" href="https://instagram.com/infranodus" title="Instagram"></a></li><li><a target="_blank" class="quora" href="http://www.quora.com/NODUS-LABS-Network-Analysis-and-Visualization" title="Quora"></a></li><li><a target="_blank" class="rss" href="https://noduslabs.substack.com" title="RSS"></a></li> </ul> 654 </li> 655 <li id="recent-posts-3" class="widget widget_recent_entries column"> 656 <h4 class="widgettitle">Recent Posts</h4> 657 <ul> 658 <li> 659 <a href="https://noduslabs.com/research/landscape-reading-model-text-network-representation/">Landscape Reading Model â Text Network Representation</a> 660 <span class="post-date">April 3, 2026</span> 661 </li> 662 <li> 663 <a href="https://noduslabs.com/research/towards-ecological-marketing/">Towards Ecological Marketing</a> 664 <span class="post-date">November 7, 2025</span> 665 </li> 666 <li> 667 <a href="https://noduslabs.com/research/hrv-analysis-for-peak-athletic-performance-dfa-vs-lf-hf/">HRV Analysis for Peak Athletic Performance: DFA vs LF/HF</a> 668 <span class="post-date">September 8, 2025</span> 669 </li> 670 <li> 671 <a href="https://noduslabs.com/cases/introduce-your-ideas-in-any-discourse/">How to Introduce Your Ideas in Any Discourse</a> 672 <span class="post-date">May 3, 2025</span> 673 </li> 674 <li> 675 <a href="https://noduslabs.com/featured/graph-rag-and-llms-how-knowledge-graphs-can-improve-ai-ideation/">Graph RAG and LLMs: How Knowledge Graphs Can Improve AI Ideation</a> 676 <span class="post-date">February 22, 2025</span> 677 </li> 678 <li> 679 <a href="https://noduslabs.com/featured/make-deepseek-ai-private/">Setting Up DeepSeek on a Local or Private Server: A Step-by-Step Tutorial</
679a> 680 <span class="post-date">January 29, 2025</span> 681 </li> 682 <li> 683 <a href="https://noduslabs.com/featured/mind-map-ai-generator/">Mind Map AI Generator</a> 684 <span class="post-date">November 1, 2024</span> 685 </li> 686 <li> 687 <a href="https://noduslabs.com/featured/obsidian-3d-graph-view-plugin-with-network-science-insights/">Obsidian 3D Graph View Plugin with Network Science Insights</a> 688 <span class="post-date">August 22, 2024</span> 689 </li> 690 <li> 691 <a href="https://noduslabs.com/featured/amazon-kindle-highlights-ai-knowledge-graph/">Amazon Kindle Highlights: Generating Ideas with Knowledge Graph AI</a> 692 <span class="post-date">July 15, 2024</span> 693 </li> 694 <li> 695 <a href="https://noduslabs.com/cases/ai-chat-summary-generator-youtube-videos/">AI Chat and Summary Generator for YouTube Videos</a> 696 <span class="post-date">May 21, 2024</span> 697 </li> 698 </ul> 699 700 </li><li id="text-12" class="widget widget_text column"><h4 class="widgettitle">Our Publications</h4> <div class="textwidget">Below you will find a list of our <a href="/publications">scientific publications</a>. You can also check our page on <a href="https://scholar.google.de/citations?user=7fyleFwAAAAJ" rel="nofollow">Google Scholar</a>. 701<br> <br> 702 703Paranyushkin, D (2019). InfraNodus: Generating Insight Using Text Network Analysis 704<br> <br> 705Paranyushkin, D (2018). Direct Visual Feedback on the Process of Ideation using Text Network Graphs Encourages a more Coherent Expression of Ideas, Nodus Labs 706<br> <br> 707Paranyushkin, D (2013). Addresses to the Federal Assembly of the Russian Federation by Russian presidents, 2008â2012: comparative analysis, Russian Journal of Communication, Volume 5, Issue 3 708<br> <br> 709Paranyushkin, D (2012). Metastability of Cognition in Body-Mind-Environment Network, Nodus Labs 710<br> <br> 711Paranyushkin, D (2012). Informational Epidemics and Synchronized Viral Social Contagion. Nodus Labs. 712<br> <br> 713Paranyushkin, D (2012). Visualization of Textâs Polysingularity Using Network Analysis. Nodus Labs. 714<br> <br> 715Paranyushkin, D. (2011). Identifying the Pathways for Meaning Circulation Using Text Network Analyis. Nodus Labs. 716<br> <br> 717Paranyushkin, D (2011). Inclusive Exclusivity: How to Build Open and Innovative Cultural Networks. Nodus Labs. </div> 718 </li> </ul> 719 </div> <!--End footer --> 720 721 </div> <!--end Footer Container --> 722 723 <div id="footer-base-container"> 724 <div class="footer-text"> 725 <div id="footer-navigation-container"> 726 </div> 727 728 <p>Ways Ltd trading as Nodus Labs | 05039341 | 2011-2026 Creative Commons BY-NC-SAÂ | <a href="/publications">Publications</a> | <a href="/privacy-policy">Privacy Policy</a> | <a href="/terms-of-use">Terms of Use</a> | Subscribe to our <a href="https://noduslabs.substack.com" target="_blank">Substack Blog</a></p> 729 </div> 730 </div> <!--end Footer Base Container --> 731 732</div><!--end Wrapper --> 733 734 <div id="back-top"> 735 <a href="#top"></a> 736 </div> 737 738<!--Get Google Analytics --> 739<!-- Twitter universal website tag code -->
740<script> 741!function(e,t,n,s,u,a){e.twq||(s=e.twq=function(){s.exe?s.exe.apply(s,arguments):s.queue.push(arguments); 742},s.version='1.1',s.queue=[],u=t.createElement(n),u.async=!0,u.src='//static.ads-twitter.com/uwt.js', 743a=t.getElementsByTagName(n)[0],a.parentNode.insertBefore(u,a))}(window,document,'script'); 744// Insert Twitter Pixel ID and Standard Event data below 745twq('init','o4ldc'); 746twq('track','PageView'); 747</script>
747 748<!-- End Twitter universal website tag code --> 749<div class="cp_popup_overall"></div> 750<div class="cp_popup_window"> 751 <div class="cp_popup_window_inner"> 752 <div class="cp_popup_close_button"></div> 753 <div class="cp_popup_loading"></div> 754 <div class="cp_popup_content"> 755 <!--ajax step content goes here--> 756 </div> 757 </div> 758</div>
758<script async>(function(s,u,m,o,j,v){j=u.createElement(m);v=u.getElementsByTagName(m)[0];j.async=1;j.src=o;j.dataset.sumoSiteId='4c07c0378cf8649d46a8202ef39cadce8ecfec4b13585a905ad38b7045d03460';j.dataset.sumoPlatform='wordpress';v.parentNode.insertBefore(j,v)})(window,document,'script','//load.sumo.com/');</script>
758
758<script type="application/javascript"> 759 var ajaxurl = "https://noduslabs.com/wp-admin/admin-ajax.php"; 760 761 function sumo_add_woocommerce_coupon(code) { 762 jQuery.post(ajaxurl, { 763 action: 'sumo_add_woocommerce_coupon', 764 code: code, 765 }); 766 } 767 768 function sumo_remove_woocommerce_coupon(code) { 769 jQuery.post(ajaxurl, { 770 action: 'sumo_remove_woocommerce_coupon', 771 code: code, 772 }); 773 } 774 775 function sumo_get_woocommerce_cart_subtotal(callback) { 776 jQuery.ajax({ 777 method: 'POST', 778 url: ajaxurl, 779 dataType: 'html', 780 data: { 781 action: 'sumo_get_woocommerce_cart_subtotal', 782 }, 783 success: function(subtotal) { 784 return callback(null, subtotal); 785 }, 786 error: function(err) { 787 return callback(err, 0); 788 } 789 }); 790 } 791 </script>
791 792 <div id="su-footer-links" style="text-align: center;"></div>
792<script type='text/javascript' src='https://noduslabs.com/wp-content/plugins/contact-form-7/includes/swv/js/index.js?ver=5.7.7' id='swv-js'></script>
vendor: 1 bytes, line 792
792
793<script type='text/javascript' id='contact-form-7-js-extra'> 794/* <![CDATA[ */ 795var wpcf7 = {"api":{"root":"https:\/\/noduslabs.com\/wp-json\/","namespace":"contact-form-7\/v1"}}; 796/* ]]> */ 797</script>
vendor: 1 bytes, line 797
797
798<script type='text/javascript' src='https://noduslabs.com/wp-content/plugins/contact-form-7/includes/js/index.js?ver=5.7.7' id='contact-form-7-js'></script>
vendor: 1 bytes, line 798
798
799<script type='text/javascript' src='https://noduslabs.com/wp-content/plugins/coursepress/js/jquery.knob.js?ver=20120207' id='coursepress-knob-js'></script>
vendor: 1 bytes, line 799
799
800<script type='text/javascript' src='https://noduslabs.com/wp-includes/js/comment-reply.min.js?ver=6.2.13' id='comment-reply-js'></script>
vendor: 1 bytes, line 800
800
801<script type='text/javascript' src='https://noduslabs.com/wp-content/plugins/easy-fancybox/vendor/purify.min.js?ver=6.2.13' id='fancybox-purify-js'></script>
vendor: 1 bytes, line 801
801
802<script type='text/javascript' src='https://noduslabs.com/wp-content/plugins/easy-fancybox/fancybox/1.5.4/jquery.fancybox.min.js?ver=6.2.13' id='jquery-fancybox-js'></script>
vendor: 1 bytes, line 802
802
803<script type='text/javascript' id='jquery-fancybox-js-after'> 804var fb_timeout, fb_opts={'autoScale':true,'showCloseButton':true,'margin':20,'pixelRatio':'false','centerOnScroll':false,'enableEscapeButton':true,'overlayShow':true,'hideOnOverlayClick':true,'minVpHeight':320,'disableCoreLightbox':'true','enableBlockControls':'true','fancybox_openBlockControls':'true' }; 805if(typeof easy_fancybox_handler==='undefined'){ 806var easy_fancybox_handler=function(){ 807jQuery([".nolightbox","a.wp-block-file__button","a.pin-it-button","a[href*='pinterest.com\/pin\/create']","a[href*='facebook.com\/share']","a[href*='twitter.com\/share']"].join(',')).addClass('nofancybox'); 808jQuery('a.fancybox-close').on('click',function(e){e.preventDefault();jQuery.fancybox.close()}); 809/* IMG */ 810 var unlinkedImageBlocks=jQuery(".wp-block-image > img:not(.nofancybox,figure.nofancybox>img)"); 811 unlinkedImageBlocks.wrap(function() { 812 var href = jQuery( this ).attr( "src" ); 813 return "<a href='" + href + "'></a>"; 814 }); 815var fb_IMG_select=jQuery('a[href*=".jpg" i]:not(.nofancybox,li.nofancybox>a,figure.nofancybox>a),area[href*=".jpg" i]:not(.nofancybox),a[href*=".jpeg" i]:not(.nofancybox,li.nofancybox>a,figure.nofancybox>a),area[href*=".jpeg" i]:not(.nofancybox),a[href*=".png" i]:not(.nofancybox,li.nofancybox>a,figure.nofancybox>a),area[href*=".png" i]:not(.nofancybox),a[href*=".webp" i]:not(.nofancybox,li.nofancybox>a,figure.nofancybox>a),area[href*=".webp" i]:not(.nofancybox)'); 816fb_IMG_select.addClass('fancybox image'); 817var fb_IMG_sections=jQuery('.gallery,.wp-block-gallery,.tiled-gallery,.wp-block-jetpack-tiled-gallery,.ngg-galleryoverview,.ngg-imagebrowser,.nextgen_pro_blog_gallery,.nextgen_pro_film,.nextgen_pro_horizontal_filmstrip,.ngg-pro-masonry-wrapper,.ngg-pro-mosaic-container,.nextgen_pro_sidescroll,.nextgen_pro_slideshow,.nextgen_pro_thumbnail_grid,.tiled-gallery'); 818fb_IMG_sections.each(function(){jQuery(this).find(fb_IMG_select).attr('rel','gallery-'+fb_IMG_sections.index(this));}); 819jQuery('a.fancybox,area.fancybox,.fancybox>a').each(function(){jQuery(this).fancybox(jQuery.extend(true,{},fb_opts,{'transition':'elastic','transitionIn':'elastic','easingIn':'easeOutBack','transitionOut':'elastic','easingOut':'easeInBack','opacity':false,'hideOnContentClick':false,'titleShow':true,'titlePosition':'over','titleFromAlt':true,'showNavArrows':true,'enableKeyboardNav':true,'cyclic':false,'mouseWheel':'true'}))}); 820/* Inline */ 821jQuery('a.fancybox-inline,area.fancybox-inline,.fancybox-inline>a').each(function(){jQuery(this).fancybox(jQuery.extend(true,{},fb_opts,{'type':'inline','autoDimensions':true,'scrolling':'auto','easingIn':'easeOutBack','opacity':false,'hideOnContentClick':false,'titleShow':false}))}); 822};}; 823jQuery(easy_fancybox_handler);jQuery(document).on('post-load',easy_fancybox_handler); 824</script>
vendor: 1 bytes, line 824
824
825<script type='text/javascript' src='https://noduslabs.com/wp-content/plugins/easy-fancybox/vendor/jquery.easing.min.js?ver=1.4.1' id='jquery-easing-js'></script>
vendor: 1 bytes, line 825
825
826<script type='text/javascript' src='https://noduslabs.com/wp-content/plugins/easy-fancybox/vendor/jquery.mousewheel.min.js?ver=3.1.13' id='jquery-mousewheel-js'></script>
826 827</body> 828</html> 829
Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.