The graph represents a network of 16,644 Twitter users whose recent tweets contained "Bernie", 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 Tuesday, 04 February 2020 at 13:54 UTC.
The tweets in the network were tweeted over the 34-minute period from Tuesday, 04 February 2020 at 12:23 UTC to Tuesday, 04 February 2020 at 12:57 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 : 16644
Unique Edges : 22082
Edges With Duplicates : 2734
Total Edges : 24816
Number of Edge Types : 5
Replies to : 3838
Mentions : 3264
Retweet : 11955
MentionsInRetweet : 2780
Tweet : 2979
Self-Loops : 3012
Reciprocated Vertex Pair Ratio : 0.00358927098995974
Reciprocated Edge Ratio : 0.00715286839688754
Connected Components : 1906
Single-Vertex Connected Components : 942
Maximum Vertices in a Connected Component : 13047
Maximum Edges in a Connected Component : 21332
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.565156
Graph Density : 7.46951081494627E-05
Modularity : 0.730363
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 16,644 Twitter users whose recent tweets contained "Bernie", 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 Tuesday, 04 February 2020 at 13:54 UTC.
The tweets in the network were tweeted over the 34-minute period from Tuesday, 04 February 2020 at 12:23 UTC to Tuesday, 04 February 2020 at 12:57 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 : Bernie
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:
[4483] bernie,sanders [1109] democratic,party [918] bernie,won [855] iowa,caucus [805] against,bernie [792] coin,toss [729] bernie,pete [727] iowa,democrats [652] 2nd,place [638] people,bernie Top Word Pairs in Tweet in G1:
[749] bernie,sanders [312] bernie,won [201] against,bernie [138] internal,numbers [135] campaign,released [135] sanders,won [134] released,internal [130] victory,speech [128] internal,results [127] clear,bernie Top Word Pairs in Tweet in G2:
[208] bernie,sanders [64] iowa,caucus [51] bernie,won [43] bernie,supporters [33] democratic,party [31] bernie,win [30] against,bernie [28] last,night [23] bernie,bros [21] won,iowa Top Word Pairs in Tweet in G3:
[301] bernie,sanders [129] shut,down [120] bernie,winning [119] blame,russia [117] guess,theory [117] theory,dnc [117] dnc,oh [117] oh,crap [117] crap,bernie [117] winning,big Top Word Pairs in Tweet in G4:
[547] iowa,democrats [480] 2nd,place [429] 4th,place [428] leaked,reports [428] reports,campaign [428] campaign,internals [428] internals,show [428] show,following [428] following,1st [428] 1st,place Top Word Pairs in Tweet in G5:
[421] coin,toss [403] people,bernie [403] bernie,pete [401] precinct,80 [401] pete,end [401] end,tied [401] tied,delegates [401] toss,democracy [400] moines,precinct [400] 80,bernie Top Word Pairs in Tweet in G6:
[184] bernie,sanders [61] conspiracy,theories [42] sanders,supporter [42] heart,attack [41] worked,ass [41] survived,heart [40] supporter,morning [40] morning,bernie [40] sanders,man [40] man,word Top Word Pairs in Tweet in G7:
[370] bernie,sanders [217] against,bernie [163] knew,democrat [163] democrat,leaders [163] leaders,going [163] going,cook [163] cook,books [163] books,roast [163] roast,bernie [162] sanders,iowa Top Word Pairs in Tweet in G8:
[470] wins,ll [470] ll,support [281] bernie,sanders [125] bernie,wins [125] donald,trump [118] democrats,problem [118] problem,stand [118] stand,bernie [118] sanders,damned [118] damned,communist Top Word Pairs in Tweet in G9:
[282] app,pete [157] funded,app [149] shadowinchq,follows [147] one,79 [147] 79,accounts [147] accounts,shadowinchq [147] follows,dark [147] dark,money [147] money,group [147] group,launched Top Word Pairs in Tweet in G10:
[388] democratic,party [315] bernie,think [313] think,democratic [313] party,stealing [313] stealing,election [313] election,bernie [313] think,vote [313] vote,redistribution [98] bernie,sanders [73] iowa,democratic Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: