The graph represents a network of 15,420 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 Thursday, 16 January 2020 at 01:25 UTC.
The tweets in the network were tweeted over the 3-hour, 1-minute period from Wednesday, 15 January 2020 at 20:15 UTC to Wednesday, 15 January 2020 at 23:16 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 : 15420
Unique Edges : 20076
Edges With Duplicates : 3368
Total Edges : 23444
Number of Edge Types : 5
MentionsInRetweet : 7448
Retweet : 12342
Tweet : 1731
Mentions : 1555
Replies to : 368
Self-Loops : 1776
Reciprocated Vertex Pair Ratio : 0.000596095573990363
Reciprocated Edge Ratio : 0.0011914809114829
Connected Components : 618
Single-Vertex Connected Components : 203
Maximum Vertices in a Connected Component : 13854
Maximum Edges in a Connected Component : 21730
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.628724
Graph Density : 8.47195364016417E-05
Modularity : 0.726751
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 15,420 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 Thursday, 16 January 2020 at 01:25 UTC.
The tweets in the network were tweeted over the 3-hour, 1-minute period from Wednesday, 15 January 2020 at 20:15 UTC to Wednesday, 15 January 2020 at 23:16 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:
[2300] bernie,sanders [1668] elizabeth,warren [1632] raise,taxes [1581] illegal,aliens [1443] joe,biden [1307] amy,klobuchar [1265] free,healthcare [1263] tom,steyer [1253] green,deal [1251] health,insurance Top Word Pairs in Tweet in G1:
[435] people,stage [424] stage,won [416] elections,people [404] lost,ten [404] ten,elections [354] donald,trump [272] #demdebate,stage [261] race,women [259] men,stage [249] women,amy Top Word Pairs in Tweet in G2:
[252] medicare,ends [223] climate,change [195] bernie,sanders [193] trade,deal [146] woman,win [135] bernie,campaign [131] moment,#demdebate [131] shut,down [129] #demdebate,berniesanders [127] important,moment Top Word Pairs in Tweet in G3:
[1410] raise,taxes [1399] illegal,aliens [1074] private,health [1069] health,insurance [1068] green,deal [1064] reminder,democrats [1063] daily,reminder [1063] democrats,open [1063] open,borders [1063] borders,abolish Top Word Pairs in Tweet in G4:
[1038] andrew,yang [1032] bernie,sanders [1016] without,being [1016] being,stage [1014] andrewyang,gained [986] twitter,followers [984] during,#demdebate [984] elizabeth,warren [979] amy,klobuchar [979] pete,buttigieg Top Word Pairs in Tweet in G5:
[327] beat,realdonaldtrump [241] saw,tonight [186] tonight,dispiriting [186] going,better [186] better,saw [180] cold,oatmeal [178] potus,realdonaldtrump [177] dems,debate [177] debate,felt [177] felt,big Top Word Pairs in Tweet in G6:
[684] democrats,going [679] steyer,democrats [679] going,destroy [679] destroy,economy [679] economy,15 [679] 15,minutes [679] minutes,control [679] control,true [679] true,#demdebate [56] bernie,sanders Top Word Pairs in Tweet in G7:
[321] klobuchar,arguing [321] arguing,plumbers [321] plumbers,home [321] home,care [321] care,workers [321] workers,need [321] need,college [321] college,literature [321] literature,history [321] history,everyone Top Word Pairs in Tweet in G8:
[157] bernie,warren [122] seat,held [122] held,republicans [78] warren,steals [78] steals,bernie [78] bernie,platform [78] platform,warren [78] warren,plagiarizes [78] plagiarizes,bernie [78] warren,drops Top Word Pairs in Tweet in G9:
[99] take,look [85] #democraticdebate,#demdebate [83] #demdebate,#foxandfriends [83] #foxandfriends,#morningjoe [83] #morningjoe,#wednesdaywisdom [83] #wednesdaywisdom,#trumprally [83] #trumprally,#kag2020 [83] #kag2020,#trump2020 [75] look,#demdebate [75] #demdebate,#trumprallymilwaukee Top Word Pairs in Tweet in G10:
[151] deals,#demdebate [149] listen,bernie [149] bernie,talk [149] talk,support [149] support,trump's [149] trump's,rebranded [149] rebranded,nafta [149] nafta,deal [149] deal,beat [149] beat,trump Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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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: