The graph represents a network of 16,419 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 Friday, 28 February 2020 at 14:36 UTC.
The tweets in the network were tweeted over the 1-day, 3-hour, 35-minute period from Thursday, 27 February 2020 at 07:47 UTC to Friday, 28 February 2020 at 11:22 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 : 16419
Unique Edges : 20258
Edges With Duplicates : 3613
Total Edges : 23871
Number of Edge Types : 5
Retweet : 11351
Replies to : 826
MentionsInRetweet : 7897
Tweet : 2018
Mentions : 1779
Self-Loops : 2095
Reciprocated Vertex Pair Ratio : 0.000447360572621533
Reciprocated Edge Ratio : 0.000894321061260993
Connected Components : 854
Single-Vertex Connected Components : 289
Maximum Vertices in a Connected Component : 14381
Maximum Edges in a Connected Component : 21530
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.569935
Graph Density : 7.46641443414495E-05
Modularity : 0.725308
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 16,419 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 Friday, 28 February 2020 at 14:36 UTC.
The tweets in the network were tweeted over the 1-day, 3-hour, 35-minute period from Thursday, 27 February 2020 at 07:47 UTC to Friday, 28 February 2020 at 11:22 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:
[1375] bernie,sanders [845] south,carolina [818] black,people [790] last,night [766] pelosi,speaker [633] legalize,marijuana [630] presidency,#demdebate [624] day,one [621] going,legalize [621] marijuana,day Top Word Pairs in Tweet in G1:
[600] legalize,marijuana [599] going,legalize [599] marijuana,day [599] day,one [599] one,presidency [599] presidency,#demdebate [430] #berniesanders,#notmeus [428] missed,buying [428] buying,ridiculously [428] ridiculously,priced Top Word Pairs in Tweet in G2:
[152] progressive,policies [142] bernie,both [102] #demdebate2020,#demdebate [96] tax,cuts [88] pay,always [88] always,asked [88] asked,progressive [88] policies,help [88] help,bottom [88] bottom,90 Top Word Pairs in Tweet in G3:
[228] watching,#demdebate [222] case,wondering [222] wondering,yes [222] yes,trump [222] trump,apparently [222] apparently,watching [222] #demdebate,flight [222] flight,back [222] back,washington [222] washington,dc Top Word Pairs in Tweet in G4:
[417] south,carolina [417] rights,movement [409] civil,rights [374] carolina,#demdebate [358] petebuttigieg,deleted [358] deleted,tweet [358] tweet,delete [358] delete,coming [358] coming,against [358] against,entire Top Word Pairs in Tweet in G5:
[416] spend,next [408] next,four [244] donald,trump [239] guaranteed,annual [239] annual,income [209] four,years [208] months,tearing [208] tearing,country [208] country,apart [204] four,months Top Word Pairs in Tweet in G6:
[190] last,night [117] bernie,#demdebate [110] one,those [110] those,moments [110] moments,chris [110] chris,christie [110] christie,better [110] better,insight [110] insight,bernie [110] #demdebate,msm Top Word Pairs in Tweet in G7:
[528] feb,26 [528] 26,moe [528] moe,82 [528] 40,steyer [528] steyer,12 [528] 12,sanders [528] sanders,11 [528] 11,warren [528] warren,buttigieg [528] buttigieg,klobuchar Top Word Pairs in Tweet in G8:
[542] black,people [541] talking,black [539] sick,candidates [539] candidates,talking [539] people,helpless [539] helpless,hopeless [539] hopeless,#demdebate [48] one,alive [48] alive,today [24] today,slave Top Word Pairs in Tweet in G9:
[296] pelosi,speaker [294] bloomberg,accidentally [293] accidentally,bought [293] bought,quote [293] quote,41 [293] 41,seats [293] seats,pelosi [293] speaker,admitting [293] admitting,buying [293] buying,elections Top Word Pairs in Tweet in G10:
[111] gun,manufacturers [85] black,woman [85] woman,supreme [85] supreme,court [79] president,look [78] forward,making [78] making,sure [78] sure,black [77] joebiden,president [77] look,forward 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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