{"id":3585,"date":"2023-04-19T17:57:01","date_gmt":"2023-04-19T17:57:01","guid":{"rendered":"https:\/\/www.enginius.biz\/index.php\/models\/segmentation-2\/"},"modified":"2023-07-25T16:33:34","modified_gmt":"2023-07-25T16:33:34","slug":"network-analysis","status":"publish","type":"page","link":"https:\/\/www.enginius.biz\/index.php\/models\/network-analysis\/","title":{"rendered":"Network Analysis"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3585\" class=\"elementor elementor-3585\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-520fab elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"520fab\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-182dae02\" data-id=\"182dae02\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-ded561d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ded561d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-70dd71c\" data-id=\"70dd71c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a5ed26e elementor-widget elementor-widget-image\" data-id=\"a5ed26e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"3300\" height=\"2475\" src=\"https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network-analysis.png\" class=\"attachment-full size-full wp-image-3594\" alt=\"\" srcset=\"https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network-analysis.png 3300w, https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network-analysis-300x225.png 300w, https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network-analysis-1024x768.png 1024w, https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network-analysis-120x90.png 120w, https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network-analysis-768x576.png 768w, https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network-analysis-1536x1152.png 1536w, https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network-analysis-2048x1536.png 2048w\" sizes=\"100vw\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-9a5fe9e\" data-id=\"9a5fe9e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-983f4e5 elementor-widget elementor-widget-heading\" data-id=\"983f4e5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Network Analysis<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f10185 dark-para elementor-widget elementor-widget-text-editor\" data-id=\"2f10185\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"page\" title=\"Page 2\"><div class=\"layoutArea\"><div class=\"column\"><p>Network analysis in marketing refers to a range of emerging applications of graph theory. In particular, network analysis combined with theories and models of social influence is important for understanding the roles and effects of influencer marketing, the diffusion of innovations within a population, and other aspects of modern marketing.<\/p><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-eb26eab elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"eb26eab\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5d58ff1\" data-id=\"5d58ff1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2a0fb0d elementor-widget elementor-widget-heading\" data-id=\"2a0fb0d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Try it!<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b5aef6 elementor-widget elementor-widget-heading\" data-id=\"8b5aef6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Test network on a sample data set and see for yourself<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-379427d elementor-widget elementor-widget-text-editor\" data-id=\"379427d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><a class='elementor-button-link elementor-button elementor-size-xs snpbutton' style='background-color:transparent; color:#FFFFFF; border: 2px solid #FFFFFF;' href='https:\/\/www.enginius.biz\/index.php\/login\/'>LOGIN \/ REGISTER <i class='icon-right-open-mini'><\/i><\/a><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-daa0e91 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"daa0e91\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1d705ed\" data-id=\"1d705ed\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a9274e8 heading elementor-widget elementor-widget-heading\" data-id=\"a9274e8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Key features<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4ca77a1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4ca77a1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-ac2ab02\" data-id=\"ac2ab02\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1d902b4 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"1d902b4\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"400\" height=\"300\" src=\"https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network_feature_1.png\" class=\"attachment-large size-large wp-image-3599\" alt=\"\" srcset=\"https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network_feature_1.png 400w, https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network_feature_1-300x225.png 300w, https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network_feature_1-120x90.png 120w\" sizes=\"100vw\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-730f99a\" data-id=\"730f99a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bc7ef43 elementor-widget elementor-widget-heading\" data-id=\"bc7ef43\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Powerful visualization<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45eb4dd elementor-widget elementor-widget-text-editor\" data-id=\"45eb4dd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The network model provides a visual depiction of the network, such as: (1) allowing users to zoom into any part of a large network, (2) identifying different groups of nodes (e.g., customer segments) via node coloring, (3) highlighting the other nodes connected to a specific node, etc.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-156acd6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"156acd6\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-9450a06\" data-id=\"9450a06\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-92b5f62 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"92b5f62\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"400\" height=\"300\" src=\"https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network_feature_2.png\" class=\"attachment-large size-large wp-image-3600\" alt=\"\" srcset=\"https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network_feature_2.png 400w, https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network_feature_2-300x225.png 300w, https:\/\/www.enginius.biz\/wp-content\/uploads\/2023\/07\/network_feature_2-120x90.png 120w\" sizes=\"100vw\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-344db72\" data-id=\"344db72\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c1662b5 elementor-widget elementor-widget-heading\" data-id=\"c1662b5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Node level characteristics<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-329bf1b elementor-widget elementor-widget-text-editor\" data-id=\"329bf1b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The network model summarizes node-level characteristics (e.g., Local clustering coefficient, Betweenness centrality) as well as global characteristics (e.g., Average path length, Degree distribution) of a network.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc95481 heading elementor-widget elementor-widget-heading\" data-id=\"dc95481\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Case studies<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-242069f elementor-posts--align-left elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-widget elementor-widget-posts\" data-id=\"242069f\" data-element_type=\"widget\" data-settings=\"{&quot;pagination_type&quot;:&quot;numbers&quot;,&quot;classic_columns&quot;:&quot;3&quot;,&quot;classic_columns_tablet&quot;:&quot;2&quot;,&quot;classic_columns_mobile&quot;:&quot;1&quot;,&quot;classic_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;classic_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;classic_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.classic\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-classic elementor-grid\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-3544 case_studies type-case_studies status-publish format-standard has-post-thumbnail hentry project_category-network-analysis project_category-panel\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.enginius.biz\/index.php\/case_studies\/blue-apron-case-study-panel-network\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/www.enginius.biz\/wp-content\/uploads\/2022\/08\/blue-apron-logo-320x320-1-300x300.png\" class=\"attachment-medium size-medium wp-image-3554\" alt=\"blue apron logo\" srcset=\"https:\/\/www.enginius.biz\/wp-content\/uploads\/2022\/08\/blue-apron-logo-320x320-1-300x300.png 300w, https:\/\/www.enginius.biz\/wp-content\/uploads\/2022\/08\/blue-apron-logo-320x320-1-100x100.png 100w, https:\/\/www.enginius.biz\/wp-content\/uploads\/2022\/08\/blue-apron-logo-320x320-1.png 320w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.enginius.biz\/index.php\/case_studies\/blue-apron-case-study-panel-network\/\" >\n\t\t\t\tBlue Apron case study (panel, network)\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Blue Apron Influencer Marketing (panel, network) Try it! Set in 2022,&nbsp;the Blue Apron case is structured to help students take a deep dive into the<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.enginius.biz\/index.php\/case_studies\/blue-apron-case-study-panel-network\/\" aria-label=\"Read more about Blue Apron case study (panel, network)\" tabindex=\"-1\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Network Analysis Network analysis in marketing refers to a range of emerging applications of graph theory. In particular, network analysis combined with theories and models of social influence is important for understanding the roles and effects of influencer marketing, the diffusion of innovations within a population, and other aspects of modern marketing. Try it! Test &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.enginius.biz\/index.php\/case_studies\/blue-apron-case-study-panel-network\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Blue Apron case study (panel, network)&#8221;<\/span><\/a><\/p>\n","protected":false},"author":3,"featured_media":0,"parent":521,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"yst_prominent_words":[92,1139,1137,91,376,1111,1131,1136,1138,1140],"class_list":["post-3585","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.enginius.biz\/index.php\/wp-json\/wp\/v2\/pages\/3585","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.enginius.biz\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.enginius.biz\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.enginius.biz\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.enginius.biz\/index.php\/wp-json\/wp\/v2\/comments?post=3585"}],"version-history":[{"count":0,"href":"https:\/\/www.enginius.biz\/index.php\/wp-json\/wp\/v2\/pages\/3585\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.enginius.biz\/index.php\/wp-json\/wp\/v2\/pages\/521"}],"wp:attachment":[{"href":"https:\/\/www.enginius.biz\/index.php\/wp-json\/wp\/v2\/media?parent=3585"}],"wp:term":[{"taxonomy":"yst_prominent_words","embeddable":true,"href":"https:\/\/www.enginius.biz\/index.php\/wp-json\/wp\/v2\/yst_prominent_words?post=3585"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}