The graph represents a network of 14,767 Twitter users whose recent tweets contained "#DemDebate", 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 04:02 UTC.
The tweets in the network were tweeted over the 3-minute period from Wednesday, 26 February 2020 at 02:50 UTC to Wednesday, 26 February 2020 at 02:54 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 : 14767
Unique Edges : 18230
Edges With Duplicates : 3721
Total Edges : 21951
Number of Edge Types : 5
Retweet : 10683
MentionsInRetweet : 4286
Tweet : 4922
Mentions : 1561
Replies to : 499
Self-Loops : 4945
Reciprocated Vertex Pair Ratio : 0.000190609314441832
Reciprocated Edge Ratio : 0.000381145978909923
Connected Components : 2874
Single-Vertex Connected Components : 2300
Maximum Vertices in a Connected Component : 11045
Maximum Edges in a Connected Component : 17972
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.703801
Graph Density : 7.21946090760061E-05
Modularity : 0.649052
NodeXL Version : 1.0.1.424
Data Import : The graph represents a network of 14,767 Twitter users whose recent tweets contained "#DemDebate", 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 04:02 UTC.
The tweets in the network were tweeted over the 3-minute period from Wednesday, 26 February 2020 at 02:50 UTC to Wednesday, 26 February 2020 at 02:54 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 : #DemDebate
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:
[1470] bernie,sanders [695] joe,biden [692] people,#demdebate [689] foreign,policy [517] #demdebate,#demdebate2020 [503] revolutionary,politics [499] politics,1960s [489] palestinian,people [443] civil,rights [439] american,people Top Word Pairs in Tweet in G1:
[85] words,live [82] #demdebate,#democraticdebate [62] #demdebate,#demdebate2020 [56] bad,bad [43] mayor,pete [40] #demdebate2020,#demdebate [38] debate,#demdebate [32] foreign,policy [32] bernie,sanders [29] joe,biden Top Word Pairs in Tweet in G2:
[261] #demdebate,#winecavedebate [213] health,insurance [209] private,health [204] bernie,sanders [204] palestinian,people [201] lol,pete [201] pete,goes [201] goes,back [201] back,healthcare [201] healthcare,go Top Word Pairs in Tweet in G3:
[335] people,#demdebate [318] american,people [317] believe,ewarren [317] ewarren,best [317] best,candidate [317] candidate,fight [317] fight,american [238] elizabeth,warren [214] secretary,education [200] bernie,both Top Word Pairs in Tweet in G4:
[193] berniesanders,#demdebate [183] legalize,marijuana [178] presidency,#demdebate [177] going,legalize [177] marijuana,day [177] day,one [177] one,presidency [159] palestinian,people [144] suffering,palestinian [143] ignore,suffering Top Word Pairs in Tweet in G5:
[340] revolutionary,politics [339] politics,1960s [334] civil,rights [326] hey,petebuttigieg [322] petebuttigieg,revolutionary [321] rights,movement [318] 1960s,brought [318] brought,civil [318] movement,check [318] check,history Top Word Pairs in Tweet in G6:
[224] joe,biden [178] obama,biden [120] north,korea [115] 2000,joe [115] biden,support [115] support,unilaterally [115] unilaterally,bombing [115] bombing,north [115] korea,starting [115] starting,war Top Word Pairs in Tweet in G7:
[125] joe,biden [94] bernie,sanders [66] stopping,one [65] clear,russia [65] russia,engaging [65] engaging,interference [65] interference,election [65] election,right [65] right,speak [65] speak,#demdebate Top Word Pairs in Tweet in G8:
[55] bernie,sanders [51] tomperez,dnc [43] presidency,#demdebate [42] 750,200 [41] going,win [40] dear,tomperez [40] dnc,750 [40] 200,attend [40] attend,democratic [40] democratic,debate Top Word Pairs in Tweet in G9:
[216] pelosi,speaker [215] bloomberg,accidentally [215] accidentally,bought [215] bought,quote [215] quote,41 [215] 41,seats [215] seats,pelosi [215] speaker,admitting [215] admitting,buying [215] buying,elections Top Word Pairs in Tweet in G10:
[75] donald,trump [64] vote,#demdebate [57] trump,worst [57] worst,nightmare [57] people,middle [57] someone,vote [55] nightmare,people [55] middle,people [55] people,tired [55] tired,insults Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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:
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Top Mentioned in G5:
Top Mentioned in G6:
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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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: