The graph represents a network of 12,621 Twitter users whose recent tweets contained "democraticdebates", 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 Wednesday, 26 February 2020 at 06:22 UTC.
The tweets in the network were tweeted over the 4-hour, 0-minute period from Wednesday, 26 February 2020 at 01:31 UTC to Wednesday, 26 February 2020 at 05:31 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 : 12621
Unique Edges : 15289
Edges With Duplicates : 4826
Total Edges : 20115
Number of Edge Types : 5
Retweet : 9437
Replies to : 795
MentionsInRetweet : 3192
Tweet : 5035
Mentions : 1656
Self-Loops : 5100
Reciprocated Vertex Pair Ratio : 0.000286717798007311
Reciprocated Edge Ratio : 0.000573271228950197
Connected Components : 2079
Single-Vertex Connected Components : 1770
Maximum Vertices in a Connected Component : 10029
Maximum Edges in a Connected Component : 16767
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.516176
Graph Density : 8.76146477376335E-05
Modularity : 0.629547
NodeXL Version : 1.0.1.424
Data Import : The graph represents a network of 12,621 Twitter users whose recent tweets contained "democraticdebates", 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 Wednesday, 26 February 2020 at 06:22 UTC.
The tweets in the network were tweeted over the 4-hour, 0-minute period from Wednesday, 26 February 2020 at 01:31 UTC to Wednesday, 26 February 2020 at 05:31 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 : democraticdebates
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:
[2511] #demdebate2020,#democraticdebates [2446] #demdebate,#democraticdebates [1443] #democraticdebates,#demdebate [1191] #democraticdebate,#democraticdebates [1093] #demdebate,#demdebate2020 [1038] #demdebate2020,#demdebate [975] #demdebate2020,#democraticdebate [905] #democraticdebates,#demdebate2020 [896] joe,biden [799] few,weeks Top Word Pairs in Tweet in G1:
[235] #demdebate,#democraticdebates [228] #demdebate2020,#democraticdebates [97] #democraticdebates,#demdebate2020 [84] #demdebate,#demdebate2020 [72] #demdebates,#democraticdebates [69] #democraticdebate,#democraticdebates [65] #democraticdebates,#demdebate [59] joe,biden [57] #demdebate2020,#demdebates [52] #democraticdebates,#demdebates Top Word Pairs in Tweet in G2:
[501] #demdebate2020,#democraticdebates [343] #demdebate,#democraticdebates [290] #demdebate,#demdebate2020 [217] petebuttigieg,talking [215] thank,petebuttigieg [215] down,ballot [214] talking,keeping [214] keeping,house [214] house,taking [214] taking,back Top Word Pairs in Tweet in G3:
[386] #democraticdebates,#demdebate [223] #demdebate,#democraticdebates [213] #demdebate2020,#democraticdebates [193] moderate,republicans [186] fuck,moderate [186] republicans,stop [186] stop,obsessing [186] obsessing,over [186] over,focus [186] focus,youth Top Word Pairs in Tweet in G4:
[702] rule,american [702] american,flag [702] flag,stage [702] stage,during [702] during,#democraticdebates [702] #democraticdebates,democrats [702] democrats,hate [702] hate,flag [702] flag,much [255] #demdebate2020,#democraticdebates Top Word Pairs in Tweet in G5:
[726] #democraticdebate,#democraticdebates [719] pet,buttigieg [719] buttigieg,conning [719] conning,audience [719] audience,thinking [719] thinking,fought [719] fought,afghanistan [719] afghanistan,actually [719] actually,minor [719] minor,desk Top Word Pairs in Tweet in G6:
[466] joe,biden [453] #demdebate2020,#demdebate [448] #demdebate,#scdebate [448] #scdebate,#democraticdebates [296] tom,steyer [293] biden,kicking [293] kicking,ass [293] ass,bothering [293] bothering,take [293] take,names Top Word Pairs in Tweet in G7:
[220] #democraticdebates,#demdebate2020 [166] love,fact [166] fact,mikebloomberg [166] mikebloomberg,feel [166] feel,need [166] need,shout [166] shout,over [166] over,everyone [166] everyone,getting [166] getting,points Top Word Pairs in Tweet in G8:
[446] ewarren,strong [446] strong,debater [446] debater,imo [446] imo,calm [446] calm,forceful [446] forceful,#democraticdebates [91] #demdebate,#democraticdebates [47] bernie,sanders [41] dems,cc [41] cc,ewarren Top Word Pairs in Tweet in G9:
[402] elizabeth,warren [399] warren,bloomberg [395] mayor,bloomberg [394] bloomberg,funded [394] funded,opponent [394] opponent,unseated [394] unseated,didn [394] didn,work [394] work,mayor [394] mayor,pete Top Word Pairs in Tweet in G10:
[160] #demdebate2020,#democraticdebates [126] #democraticdebates,#demdebate [105] #demdebate,#democraticdebates [98] going,pay [89] okay,berniesanders [89] berniesanders,cnn [89] cnn,claiming [89] claiming,suburbs [89] suburbs,vote [89] vote,much 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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