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The Party Is Over Here: Structure and Content in the 2010 Election
Published on Aug 18, 20113205 Views
In this work, we study the use of Twitter by House, Senate and gubernatorial candidates during the midterm (2010) elections in the U.S. Our data includes almost 700 candidates and over 690k documen
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Chapter list
The Party is Over Here: Structure and Content in the 2010 Election00:00
Twitter and Politics00:16
Twitter in Politics00:55
Agenda (1)01:42
Getting The Data01:45
Data (1)02:10
Data (2)02:46
Usage Analysis03:41
Agenda (2)04:43
Graph Analysis (1)04:47
Graph Analysis (2)05:17
Agenda (3)05:58
Language Modeling06:01
Divergent terms07:24
Party Cohesiveness07:56
Language Similarity vs. Graph Distance08:22
Latent Topics09:14
Topics09:45
Agenda (4)10:41
Predicting Election Results -Individual Features10:50
Predicting Election Results (1)12:57
Predicting Election Results (2)13:50
Summary14:16
Future Work15:15
Thanks15:41