{"id":603,"date":"2023-03-29T17:11:44","date_gmt":"2023-03-29T14:11:44","guid":{"rendered":"https:\/\/acua.qcri.org\/blog\/?p=603"},"modified":"2023-03-29T21:01:39","modified_gmt":"2023-03-29T18:01:39","slug":"understanding-audiences-customers-and-users-via-analytics-table-of-contents","status":"publish","type":"post","link":"https:\/\/acua.qcri.org\/blog\/understanding-audiences-customers-and-users-via-analytics-table-of-contents\/","title":{"rendered":"Understanding Audiences, Customers, and Users via Analytics &#8211; Table of Contents"},"content":{"rendered":"<figure id=\"attachment_599\" aria-describedby=\"caption-attachment-599\" style=\"width: 265px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-599\" src=\"https:\/\/acua.qcri.org\/blog\/wp-content\/uploads\/2023\/03\/Book_cover_analytics_book-1.png\" alt=\"Understanding Audiences, Customers, and Users via Analytics \u2013 An Introduction to the Employment of Web, Social, and Other Types of Digital People Data\" width=\"265\" height=\"327\" srcset=\"https:\/\/acua.qcri.org\/blog\/wp-content\/uploads\/2023\/03\/Book_cover_analytics_book-1.png 602w, https:\/\/acua.qcri.org\/blog\/wp-content\/uploads\/2023\/03\/Book_cover_analytics_book-1-243x300.png 243w\" sizes=\"(max-width: 265px) 100vw, 265px\" \/><figcaption id=\"caption-attachment-599\" class=\"wp-caption-text\">Understanding Audiences, Customers, and Users via Analytics \u2013 An Introduction to the Employment of Web, Social, and Other Types of Digital People Data<\/figcaption><\/figure>\n<p>Here is the Table of Content for our book on Audiences, Customers, and Users Analytics! As you can see, the book addresses the major areas of analytics for audiences, customers, and users!<\/p>\n<div class=\"page\" role=\"region\" data-page-number=\"13\" aria-label=\"Page 13\" data-loaded=\"true\" data-listening-for-double-click=\"true\">\n<div class=\"textLayer\">\n<p><span dir=\"ltr\" role=\"presentation\">Part I Introduction to Analytics<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">1<\/span> <span dir=\"ltr\" role=\"presentation\">The Foundations of Web Analytics<\/span> <span dir=\"ltr\" role=\"presentation\">. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">3<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 1.1<\/span> <span dir=\"ltr\" role=\"presentation\">Defining Digital Analytics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">4<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 1.2<\/span> <span dir=\"ltr\" role=\"presentation\">Realizing the Role of Web analytics . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">5<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 1.3<\/span> <span dir=\"ltr\" role=\"presentation\">Key Performance Indicators . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">8<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Learning Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">9<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">9<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">2<\/span> <span dir=\"ltr\" role=\"presentation\">The Foundations of Social Media Analytics<\/span> <span dir=\"ltr\" role=\"presentation\">. . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">11<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 2.1<\/span> <span dir=\"ltr\" role=\"presentation\">Definition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">11<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 2.2<\/span> <span dir=\"ltr\" role=\"presentation\">The Role of Social media Analytics . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">12<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 2.3<\/span> <span dir=\"ltr\" role=\"presentation\">Social Media Usage . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">13<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 2.4<\/span> <span dir=\"ltr\" role=\"presentation\">Key Performance Indicators . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">14<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 2.5<\/span> <span dir=\"ltr\" role=\"presentation\">Social Media User Engagement . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">14<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 2.6<\/span> <span dir=\"ltr\" role=\"presentation\">Terminology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">15<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Learning Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">16<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">17<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">3<\/span> <span dir=\"ltr\" role=\"presentation\">Web and Social Media Analytics Strategy<\/span> <span dir=\"ltr\" role=\"presentation\">. . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">19<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 3.1<\/span> <span dir=\"ltr\" role=\"presentation\">Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">19<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 3.2<\/span> <span dir=\"ltr\" role=\"presentation\">The Benefits of a Strategy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">20<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 3.3<\/span> <span dir=\"ltr\" role=\"presentation\">Web Strategy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">21<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 3.3.1<\/span> <span dir=\"ltr\" role=\"presentation\">What is a Web Strategy? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">21<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 3.3.2<\/span> <span dir=\"ltr\" role=\"presentation\">Key Performance Indicators . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">21<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 3.3.3<\/span> <span dir=\"ltr\" role=\"presentation\">Steps in Building a Successful Web Analytics Strategy . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">22<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 3.4<\/span> <span dir=\"ltr\" role=\"presentation\">Social Media Strategy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">24<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 3.4.1<\/span> <span dir=\"ltr\" role=\"presentation\">What is a Social Media Strategy? . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">24<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 3.4.2<\/span> <span dir=\"ltr\" role=\"presentation\">Key Performance Indicators . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">25<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 3.4.3<\/span> <span dir=\"ltr\" role=\"presentation\">Steps in Building a Successful Social Media Strategy . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">25<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Learning Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">28<\/span><\/p>\n<div class=\"page\" role=\"region\" data-page-number=\"14\" aria-label=\"Page 14\" data-listening-for-double-click=\"true\" data-loaded=\"true\">\n<div class=\"textLayer\"><span dir=\"ltr\" role=\"presentation\">References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">29<\/span><\/div>\n<div><\/div>\n<div class=\"textLayer\"><span dir=\"ltr\" role=\"presentation\">Part II Data Sources<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">4<\/span> <span dir=\"ltr\" role=\"presentation\">Data Collection Methods<\/span> <span dir=\"ltr\" role=\"presentation\">. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">33<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 4.1<\/span> <span dir=\"ltr\" role=\"presentation\">Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">33<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 4.2<\/span> <span dir=\"ltr\" role=\"presentation\">Online Surveys . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">34<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 4.3<\/span> <span dir=\"ltr\" role=\"presentation\">Crowdsourcing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">36<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 4.4<\/span> <span dir=\"ltr\" role=\"presentation\">Eye Tracking . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">37<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 4.5<\/span> <span dir=\"ltr\" role=\"presentation\">Mouse Tracking . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">41<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 4.6<\/span> <span dir=\"ltr\" role=\"presentation\">Search Logs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">43<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 4.7<\/span> <span dir=\"ltr\" role=\"presentation\">Triangulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">45<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 4.8<\/span> <span dir=\"ltr\" role=\"presentation\">Social Media APIs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">46<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Learning Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">49<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">49<\/span><\/div>\n<div><\/div>\n<div class=\"textLayer\">\n<p><span dir=\"ltr\" role=\"presentation\">Part III Data Quality and Preparation<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">5<\/span> <span dir=\"ltr\" role=\"presentation\">Data Quality Assessment<\/span> <span dir=\"ltr\" role=\"presentation\">. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">55<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 5.1<\/span> <span dir=\"ltr\" role=\"presentation\">Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">55<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 5.2<\/span> <span dir=\"ltr\" role=\"presentation\">Data Quality Assessment Aspects . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">56<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 5.2.1<\/span> <span dir=\"ltr\" role=\"presentation\">Completeness and Consistency . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">57<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 5.2.2<\/span> <span dir=\"ltr\" role=\"presentation\">Validity, Accuracy, and Timeliness . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">57<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 5.2.3<\/span> <span dir=\"ltr\" role=\"presentation\">Examples of Data Quality Assessment Aspects . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">57<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 5.3<\/span> <span dir=\"ltr\" role=\"presentation\">Data Quality Assessment Methods . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">58<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 5.4<\/span> <span dir=\"ltr\" role=\"presentation\">Data Quality Assessment Tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">59<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 5.5<\/span> <span dir=\"ltr\" role=\"presentation\">Data Quality Metrics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">60<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 5.6<\/span> <span dir=\"ltr\" role=\"presentation\">The Challenges of Data Quality Assessment . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">60<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 5.6.1<\/span> <span dir=\"ltr\" role=\"presentation\">Examples of Challenges in Data Quality Assessment . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">62<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 5.7<\/span> <span dir=\"ltr\" role=\"presentation\">Conclusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">62<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Learning Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">63<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">63<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">6<\/span> <span dir=\"ltr\" role=\"presentation\">Data Preprocessing<\/span> <span dir=\"ltr\" role=\"presentation\">. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">65<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 6.1<\/span> <span dir=\"ltr\" role=\"presentation\">Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">65<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 6.2<\/span> <span dir=\"ltr\" role=\"presentation\">Data Preprocessing in Action . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">67<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 6.2.1<\/span> <span dir=\"ltr\" role=\"presentation\">Characterizing data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">67<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 6.2.2<\/span> <span dir=\"ltr\" role=\"presentation\">Dimensionality Reduction and Data Transformation . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">67<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 6.2.3<\/span> <span dir=\"ltr\" role=\"presentation\">Data Enrichment and Validation . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">68<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 6.3<\/span> <span dir=\"ltr\" role=\"presentation\">Data Preprocessing Tools and Usage . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">68<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 6.3.1<\/span> <span dir=\"ltr\" role=\"presentation\">Web Usage Mining (WUM) . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">70<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 6.3.2<\/span> <span dir=\"ltr\" role=\"presentation\">Data Stream Mining (Stream Learning) . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">70<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 6.3.3<\/span> <span dir=\"ltr\" role=\"presentation\">Knowledge Discovery from Social Media . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">71<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 6.4<\/span> <span dir=\"ltr\" role=\"presentation\">Conclusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">72<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Learning Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">73<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">74<\/span><\/p>\n<div class=\"endOfContent\">\n<div class=\"page\" role=\"region\" data-page-number=\"15\" aria-label=\"Page 15\" data-listening-for-double-click=\"true\" data-loaded=\"true\">\n<div><\/div>\n<div class=\"textLayer\">\n<p><span dir=\"ltr\" role=\"presentation\">Part IV Analytical Methods<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">7<\/span> <span dir=\"ltr\" role=\"presentation\">Social Media Analytics<\/span> <span dir=\"ltr\" role=\"presentation\">. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">77<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 7.1<\/span> <span dir=\"ltr\" role=\"presentation\">Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">77<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 7.2<\/span> <span dir=\"ltr\" role=\"presentation\">Content Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">78<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 7.3<\/span> <span dir=\"ltr\" role=\"presentation\">Sentiment and Emotion analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">79<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 7.4<\/span> <span dir=\"ltr\" role=\"presentation\">Social Network Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">82<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 7.5<\/span> <span dir=\"ltr\" role=\"presentation\">Statistical Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">83<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 7.6<\/span> <span dir=\"ltr\" role=\"presentation\">Multimedia Content Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">83<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 7.7<\/span> <span dir=\"ltr\" role=\"presentation\">The Benefits of Social Media Analytics Tools . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">84<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 7.8<\/span> <span dir=\"ltr\" role=\"presentation\">Recommendations for selecting Social Media Analytics Tool . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">85<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 7.9<\/span> <span dir=\"ltr\" role=\"presentation\">Tracking Social Media Performance Using Social Media Analytics<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">86<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Learning Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">89<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">89<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">8<\/span> <span dir=\"ltr\" role=\"presentation\">Search Analytics<\/span> <span dir=\"ltr\" role=\"presentation\">. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">93<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 8.1<\/span> <span dir=\"ltr\" role=\"presentation\">Review of Search Analytics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">93<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 8.1.1<\/span> <span dir=\"ltr\" role=\"presentation\">What Is a Search Log? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">94<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 8.2<\/span> <span dir=\"ltr\" role=\"presentation\">Process of Search Log Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">95<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 8.2.1<\/span> <span dir=\"ltr\" role=\"presentation\">Data Collection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">95<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 8.2.2<\/span> <span dir=\"ltr\" role=\"presentation\">Fields in a Standard Search Log . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">95<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 8.2.3<\/span> <span dir=\"ltr\" role=\"presentation\">Data Preparation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">96<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 8.2.4<\/span> <span dir=\"ltr\" role=\"presentation\">Cleaning the Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">96<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 8.2.5<\/span> <span dir=\"ltr\" role=\"presentation\">Normalizing Searching Episodes . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">96<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 8.3<\/span> <span dir=\"ltr\" role=\"presentation\">Data Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">97<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 8.3.1<\/span> <span dir=\"ltr\" role=\"presentation\">Analysis Levels . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">97<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 8.3.2<\/span> <span dir=\"ltr\" role=\"presentation\">Conducting the Data Analysis . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">99<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 8.4<\/span> <span dir=\"ltr\" role=\"presentation\">Discussion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .<\/span> <span dir=\"ltr\" role=\"presentation\">99<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 8.5<\/span> <span dir=\"ltr\" role=\"presentation\">Conclusions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 100<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Learning Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 100<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 101<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">9<\/span> <span dir=\"ltr\" role=\"presentation\">Persona Analytics<\/span> <span dir=\"ltr\" role=\"presentation\">. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 103<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 9.1<\/span> <span dir=\"ltr\" role=\"presentation\">What Is Persona Analytics? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 103<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 9.2<\/span> <span dir=\"ltr\" role=\"presentation\">Why Is Persona Analytics Needed? . . . . . . . . . . . . . . . . . . . . . . . . . . . . 105<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 9.3<\/span> <span dir=\"ltr\" role=\"presentation\">Company Use Cases for Persona Analytics . . . . . . . . . . . . . . . . . . . . . 106<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 9.4<\/span> <span dir=\"ltr\" role=\"presentation\">Future Directions for Persona Analytics . . . . . . . . . . . . . . . . . . . . . . . . 108<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Learning Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 110<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 110<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">10<\/span> <span dir=\"ltr\" role=\"presentation\">User Study Analytics<\/span> <span dir=\"ltr\" role=\"presentation\">. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 10.1 Defining User Studies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 10.2 How to Create a User Study? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 114<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 10.2.1 Acquiring Resources for a User Study . . . . . . . . . . . . . . . . . . . 114<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 10.2.2 Designing User Studies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 116<\/span><\/p>\n<div class=\"endOfContent\">\n<div class=\"page\" role=\"region\" data-page-number=\"16\" aria-label=\"Page 16\" data-listening-for-double-click=\"true\" data-loaded=\"true\">\n<div class=\"textLayer\"><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 \u00a0 \u00a0 10.2.3 Selecting Participants for a User Study . . . . . . . . . . . . . . . . . . 117<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 10.2.4 Who Should Run the User Study? (And How?) . . . . . . . . . . . 117<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 10.3 What Are the Risks of User Studies? . . . . . . . . . . . . . . . . . . . . . . . . . . 119<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 10.4 Analyzing User Study Results . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 120<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 10.5 Implementing User Study Results in Practice . . . . . . . . . . . . . . . . . . . 122<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Learning Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">11<\/span> <span dir=\"ltr\" role=\"presentation\">Website Analytics<\/span> <span dir=\"ltr\" role=\"presentation\">. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 125<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 11.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 125<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 11.2 Visitor Type . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 127<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 11.3 Visit Length . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 127<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 11.4 Demographic and System Statistics . . . . . . . . . . . . . . . . . . . . . . . . . . . . 128<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 11.5 Internal Search . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 128<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 11.6 Visitor Path . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 129<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 11.7 Top Pages . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 129<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 11.8 Referrers and Keyword Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 130<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 11.9 Errors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 130<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 11.10 Choosing a Web Analytics Tool . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 130<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Learning Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 132<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 133<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Part V Validation Methods<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">12<\/span> <span dir=\"ltr\" role=\"presentation\">A Discussion of the Validity of Data Analytics<\/span> <span dir=\"ltr\" role=\"presentation\">. . . . . . . . . . . . . . . . . . . . . 137<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 12.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 137<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u00a0 \u00a0 12.2 Why Not Count Instead of Measure? . . . . . . . . . . . . . . . . . . . . . . . . . . 140<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Learning Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 142<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 142<\/span><\/div>\n<div><\/div>\n<div class=\"textLayer\"><span dir=\"ltr\" role=\"presentation\">Authors\u2019 Biographies<\/span> <span dir=\"ltr\" role=\"presentation\">. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 145<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">Glossary<\/span> <span dir=\"ltr\" role=\"presentation\">. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 147<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page\" role=\"region\" data-page-number=\"14\" aria-label=\"Page 14\" data-loaded=\"true\" data-listening-for-double-click=\"true\">\n<div class=\"textLayer\"><\/div>\n<\/div>\n<p>Jansen, B. J., Aldous, K, Salminen, J., Almerekhi, H. and Jung, S.G. (2023). <span style=\"text-decoration: underline;\">Understanding Audiences, Customers, and Users via Analytics \u2013 An Introduction to the Employment of Web, Social, and Other Types of Digital People Data<\/span>. Springer Nature.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Here is the Table of Content for our book on Audiences, Customers, and Users Analytics! As you can see, the book addresses the major areas of analytics for audiences, customers, and users! Part I Introduction to Analytics1 The Foundations of Web Analytics . . . . . . . . . . . . .&hellip; <a class=\"more-link\" href=\"https:\/\/acua.qcri.org\/blog\/understanding-audiences-customers-and-users-via-analytics-table-of-contents\/\">Continue reading <span class=\"screen-reader-text\">Understanding Audiences, Customers, and Users via Analytics &#8211; Table of Contents<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[71],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.13 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Understanding Audiences, Customers, and Users via Analytics - Table of Contents - Team Acua<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/acua.qcri.org\/blog\/understanding-audiences-customers-and-users-via-analytics-table-of-contents\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Understanding Audiences, Customers, and Users via Analytics - Table of Contents - Team Acua\" \/>\n<meta property=\"og:description\" content=\"Here is the Table of Content for our book on Audiences, Customers, and Users Analytics! As you can see, the book addresses the major areas of analytics for audiences, customers, and users! 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