The graph represents a network of 16,615 Twitter users whose recent tweets contained "Barr fraud", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 20 November 2020 at 21:56 UTC.
The tweets in the network were tweeted over the 6-day, 14-hour, 39-minute period from Saturday, 14 November 2020 at 03:27 UTC to Friday, 20 November 2020 at 18:07 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 16615
Unique Edges : 24917
Edges With Duplicates : 4110
Total Edges : 29027
Number of Edge Types : 5
Retweet : 14011
Replies to : 3003
Mentions : 5014
MentionsInRetweet : 5299
Tweet : 1700
Self-Loops : 1775
Reciprocated Vertex Pair Ratio : 0.00476421188630491
Reciprocated Edge Ratio : 0.00948324359077393
Connected Components : 1333
Single-Vertex Connected Components : 909
Maximum Vertices in a Connected Component : 14361
Maximum Edges in a Connected Component : 26560
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.488798
Graph Density : 9.0153075110669E-05
Modularity : 0.724433
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 16,615 Twitter users whose recent tweets contained "Barr fraud", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 20 November 2020 at 21:56 UTC.
The tweets in the network were tweeted over the 6-day, 14-hour, 39-minute period from Saturday, 14 November 2020 at 03:27 UTC to Friday, 20 November 2020 at 18:07 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Barr fraud
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[8640] election,fraud [4810] bill,barr [4762] voter,fraud [4455] tell,barr [2714] ag,bill [2705] substantial,irregularities [2681] federal,prosecutors [2620] evidence,election [2583] fraud,found [2502] barr,dispatched Top Word Pairs in Tweet in G1:
[3414] tell,barr [2085] election,fraud [1981] honorable,public [1981] public,servants [1441] evidence,election [1433] barr,evidence [1431] 16,attorneys [1431] attorneys,tell [1431] fraud,stop [1431] stop,political Top Word Pairs in Tweet in G2:
[839] voter,fraud [682] election,fraud [503] bill,barr [314] federal,prosecutors [254] ag,barr [222] substantial,irregularities [217] william,barr [194] barr,thejusticedept [169] prosecutors,assigned [169] assigned,monitor Top Word Pairs in Tweet in G3:
[1959] election,fraud [1859] bill,barr [1843] ag,bill [1842] mass,election [1841] prosecutors,ag [1841] barr,dispatched [1841] dispatched,investigate [1841] investigate,trump's [1841] trump's,evidence [1841] evidence,free Top Word Pairs in Tweet in G4:
[1186] voter,fraud [1129] doj,standards [1129] standards,16 [1129] 16,prosecutors [1129] prosecutors,signing [1129] signing,names [1129] names,ask [1129] ask,ag [1129] ag,rescind [1129] rescind,changes Top Word Pairs in Tweet in G5:
[566] election,fraud [253] federal,prosecutors [241] evidence,election [235] voter,fraud [229] prosecutors,tell [221] william,barr [211] bill,barr [155] tell,william [155] seen,evidence [138] barr,seen Top Word Pairs in Tweet in G6:
[512] legacy,free [512] free,fair [512] fair,elections [512] elections,nation [512] nation,election [512] election,different [512] different,week [512] week,urged [512] urged,attorney [512] attorney,general Top Word Pairs in Tweet in G7:
[480] underboss,william [480] william,barr [453] election,fraud [373] evidence,election [372] lindsey,graham [348] election,officials [348] officials,throw [348] throw,away [346] remember,underboss [346] barr,ordering Top Word Pairs in Tweet in G8:
[391] measure,damage [391] damage,trump [391] trump,inflicted [391] inflicted,norms [391] norms,government [391] government,many [391] many,thoughtful [391] thoughtful,citizens [391] citizens,breathe [391] breathe,easy Top Word Pairs in Tweet in G9:
[359] election,fraud [275] federal,prosecutors [248] attorney,general [238] william,barr's [222] barr's,election [221] general,william [219] express,concern [219] concern,over [219] over,attorney [219] fraud,memo Top Word Pairs in Tweet in G10:
[282] president,trump [281] letter,signed [281] signed,former [281] former,democratic [281] democratic,republican [281] republican,administration [281] administration,officials [281] officials,called [281] called,attorneys [281] attorneys,representing Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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