About the Authors |
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xi | |
Contributors |
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xiii | |
Preface |
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xv | |
Acknowledgments |
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xvii | |
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I GETTING STARTED WITH ANALYZING SOCIAL MEDIA NETWORKS |
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1 Introduction to Social Media and Social Networks |
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3 | (1) |
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1.2 A Historical Perspective |
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4 | (1) |
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1.3 The Rise of Enterprise Social Media Applications |
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5 | (1) |
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1.4 Individual Contributions Generate Public Wealth and Risks |
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5 | (1) |
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1.5 Who Should Read This Book |
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6 | (1) |
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1.6 Applying Social Media to National Priorities |
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7 | (1) |
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8 | (1) |
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1.8 Practitioner's Summary |
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9 | (1) |
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9 | (2) |
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9 | (1) |
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10 | (1) |
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2 Social Media: New Technologies of Collaboration |
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11 | (1) |
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12 | (1) |
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2.3 Social Media Design Framework |
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12 | (6) |
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2.4 Social Media Examples |
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18 | (9) |
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2.5 Practitioner's Summary |
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27 | (1) |
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28 | (3) |
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28 | (1) |
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29 | (2) |
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3 Social Network Analysis: Measuring, Mapping, and Modeling Collections of Connections |
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31 | (1) |
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3.2 The Network Perspective |
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32 | (4) |
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36 | (1) |
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3.4 The Network Analysis Research and Practitioner Landscape |
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37 | (2) |
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3.5 Network Analysis Metrics |
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39 | (5) |
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3.6 Social Networks in the Era of Abundant Computation |
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44 | (3) |
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3.7 The Era of Abundant Social Networks: From the Desktop to Your Hand |
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47 | (1) |
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3.8 Tools for Network Analysis |
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47 | (1) |
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3.9 Node-Link Diagrams: Visually Mapping Social Networks |
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48 | (1) |
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3.10 Common Network Analysis Questions Applied to Social Media |
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48 | (1) |
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3.11 Practitioner's Summary |
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49 | (1) |
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50 | (5) |
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50 | (1) |
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51 | (4) |
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II NODEXL TUTORIAL: LEARNING BY DOING |
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4 Installation, Orientation, and Layout |
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55 | (1) |
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4.2 Downloading and Installing NodeXL |
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56 | (1) |
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4.3 Getting Started with NodeXL |
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56 | (3) |
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4.4 Layout: Arranging Vertices in the Graph Pane |
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59 | (3) |
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4.5 Undirected and Directed Graph Type |
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62 | (1) |
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4.6 Working with NodeXL Files |
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63 | (1) |
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4.7 Practitioner's Summary |
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64 | (1) |
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65 | (2) |
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65 | (1) |
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66 | (1) |
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5 Labeling and Visual Attributes |
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67 | (1) |
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67 | (4) |
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71 | (6) |
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5.4 Practitioner's Summary |
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77 | (1) |
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77 | (2) |
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78 | (1) |
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6 Calculating and Visualizing Network Metrics |
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79 | (1) |
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79 | (1) |
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6.3 Computing Graph Metrics |
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80 | (4) |
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6.4 Marvel Cinematic Universe Network Example |
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84 | (4) |
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6.5 CSCW 2018 Conference Twitter Network Example |
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88 | (5) |
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6.6 Practitioner's Summary |
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93 | (1) |
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93 | (2) |
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93 | (2) |
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95 | (1) |
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7.2 U.S. Senate Voting Analysis |
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96 | (5) |
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7.3 CSCW 2018 Twitter Network Analysis |
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101 | (8) |
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7.4 Federal Communications Commission (FCC) Lobbying Coalition Network |
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109 | (3) |
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7.5 Practitioner's Summary |
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112 | (1) |
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112 | (3) |
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112 | (1) |
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113 | (2) |
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115 | (1) |
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8.2 Creating the Twitter Gardasil HPV Word Pair Network |
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115 | (4) |
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8.3 Analyzing Word Networks |
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119 | (2) |
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8.4 Visualizing Work Networks |
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121 | (2) |
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8.5 Visualizing Computing Dissertation and Thesis Connections |
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123 | (1) |
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8.6 Practitioner's Summary |
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123 | (1) |
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123 | (6) |
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124 | (1) |
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125 | (4) |
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III SOCIAL MEDIA NETWORK ANALYSIS CASE STUDIES |
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9 Email: The Lifeblood of Modern Communication |
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129 | (1) |
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9.2 History and Definition of Email |
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130 | (1) |
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131 | (1) |
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9.4 What Questions Can Be Answered by Analyzing Email Networks? |
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132 | (1) |
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9.5 Working with Email Data |
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133 | (3) |
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9.6 Cleaning Email Data in NodeXL |
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136 | (2) |
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9.7 Analyzing Personal Email Networks |
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138 | (4) |
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9.8 Creating a Living Org-Chart with an Organizational Email Network |
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142 | (4) |
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9.9 Historical and Legal Analysis of Enron Email |
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146 | (1) |
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9.10 Practitioner's Summary |
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147 | (1) |
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148 | (1) |
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148 | (1) |
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10 Thread Networks: Mapping Message Boards and Email Lists |
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149 | (1) |
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10.2 Definition and History of Threaded Conversation |
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149 | (2) |
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10.3 What Questions Can Be Asked |
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151 | (1) |
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10.4 Threaded Conversation Networks |
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152 | (2) |
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10.5 Identifying Important People and Social Roles in the CSS-D Q&A Reply Network |
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154 | (4) |
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10.6 Understanding Groups At Ravelry |
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158 | (1) |
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10.7 Practitioner's Summary |
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159 | (1) |
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159 | (2) |
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160 | (1) |
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160 | (1) |
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11 Twitter: Information Flows, Influencers, and Organic Communities |
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161 | (1) |
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11.2 Defining Your Topic-Networks: Formulating a Social Media Monitoring Query |
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161 | (1) |
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11.3 Twitter Data Collection |
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162 | (1) |
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163 | (3) |
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166 | (6) |
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172 | (3) |
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175 | (2) |
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11.8 Share Your Work on the NodeXL Graph Gallery |
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177 | (1) |
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11.9 Practitioner's Summary |
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177 | (1) |
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11.10 Researcher's Agenda |
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177 | (2) |
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178 | (1) |
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178 | (1) |
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12 Facebook: Public Pages and Inter-Organizational Networks |
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12.1 Introduction to Facebook: The Social Graph of 2 Billion People |
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179 | (1) |
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180 | (1) |
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12.3 Organizational Networks: Fan Pages |
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180 | (5) |
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12.4 Practitioner's Summary |
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185 | (1) |
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185 | (2) |
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186 | (1) |
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186 | (1) |
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13 YouTube: Exploring Video Networks |
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187 | (1) |
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188 | (1) |
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189 | (1) |
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189 | (1) |
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13.5 Hubs, Groups, and Layers: What Questions Can Social Network Analysis of YouTube Answer? |
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190 | (1) |
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13.6 Importing YouTube Data into NodeXL |
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191 | (2) |
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13.7 Preparing YouTube Network Data |
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193 | (1) |
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13.8 Analyzing YouTube Networks |
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194 | (8) |
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13.9 Practitioner's Summary |
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202 | (1) |
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13.10 Researcher's Agenda |
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203 | (2) |
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203 | (1) |
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203 | (2) |
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14 Wiki Networks: Connections of Culture and Collaboration |
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Md. Mahbub Or Rahman Bhuyan |
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205 | (2) |
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14.2 Key Features of Wiki Systems |
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207 | (2) |
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14.3 Wiki Networks from Edit Activity |
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209 | (2) |
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14.4 Using the NodeXL Media Wiki Page Network Importer to Access Wikipedia Networks |
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211 | (1) |
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14.5 Understanding Topics Through Page-to-Page Connections |
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212 | (5) |
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14.6 Analyzing the Structure of Discussion Page Interaction |
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217 | (5) |
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14.7 Choosing the Right Sample Frame for Your Wiki Research |
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222 | (1) |
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14.8 Practitioner's Summary |
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222 | (1) |
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223 | (2) |
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223 | (2) |
Index |
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225 | |