The graph represents a network of 6,527 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 Saturday, 16 November 2019 at 07:55 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 31-minute period from Thursday, 07 November 2019 at 11:53 UTC to Saturday, 16 November 2019 at 07:24 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 : 6527
Unique Edges : 10358
Edges With Duplicates : 2636
Total Edges : 12994
Self-Loops : 825
Reciprocated Vertex Pair Ratio : 0.00394292151708599
Reciprocated Edge Ratio : 0.00785487189077988
Connected Components : 353
Single-Vertex Connected Components : 154
Maximum Vertices in a Connected Component : 5750
Maximum Edges in a Connected Component : 12095
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.568524
Graph Density : 0.000251061140642085
Modularity : 0.670898
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 6,527 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 Saturday, 16 November 2019 at 07:55 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 31-minute period from Thursday, 07 November 2019 at 11:53 UTC to Saturday, 16 November 2019 at 07:24 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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2929] november,20th [2910] watch,#demdebate [2876] #demdebate,live [2868] tweet,reminder [2866] reminder,watch [2866] live,november [459] next,#demdebate [327] next,week [267] hosted,msnbc [232] kwelkernbc,ashleyrparker Top Word Pairs in Tweet in G1:
[2763] november,20th [2762] tweet,reminder [2762] watch,#demdebate [2761] reminder,watch [2761] #demdebate,live [2761] live,november [6] washingtonpost,#demdebate [4] washingtonpost,hard [4] hard,pass [4] pass,face Top Word Pairs in Tweet in G2:
[76] party,associates [76] associates,itself [76] itself,christianity [76] christianity,okay [76] okay,suggest [76] suggest,god [76] god,smile [76] smile,division [76] division,families [76] families,hands Top Word Pairs in Tweet in G3:
[173] hosted,msnbc [172] #demdebate,hosted [163] next,#demdebate [156] climate,change [110] msnbc,washingtonpost [106] rachel,maddow [105] tune,tonight [105] tonight,msnbc [105] msnbc,s [105] s,rachel Top Word Pairs in Tweet in G4:
[161] co,hosted [154] #demdebate,co [139] dec,19 [138] newshour,politico [124] fifth,#demdebate [87] stage,atlanta [85] democratic,presidential [85] presidential,candidates [84] lmu,set [84] set,carry Top Word Pairs in Tweet in G5:
[102] 11,20 [98] next,week [88] week,s [88] s,#demdebate [87] juliancastro,s [87] s,presence [87] presence,desperately [87] desperately,missed [87] missed,next [87] #demdebate,clear Top Word Pairs in Tweet in G6:
[216] kwelkernbc,ashleyrparker [202] maddow,mitchellreports [182] mitchellreports,kwelkernbc [157] ask,candidates [128] next,#demdebate [102] #demdebate,ask [97] child,care [89] candidates,plan [75] ashleyrparker,ga [75] ga,#demdebate Top Word Pairs in Tweet in G7:
[38] cnn,#demdebate [35] andrewyang,mentions [35] mentions,truckersforyang [35] truckersforyang,cnn [35] #demdebate,vision [35] vision,simple [35] simple,boost [35] boost,visibility [35] visibility,name [35] name,recognition Top Word Pairs in Tweet in G8:
[15] next,#demdebate [9] democratic,debate [9] november,20th [8] #democraticdebate,#demdebate [7] next,week [6] tulsi,gabbard [6] elizabeth,warren [6] 20,november [5] drop,out [5] #demdebate,#democraticdebate Top Word Pairs in Tweet in G9:
[52] trust,god [52] god,potus45 [52] potus45,realdonaldtrump [52] realdonaldtrump,wisdom [52] wisdom,patience [52] patience,middle [52] middle,name [52] name,sir [52] sir,trump [52] trump,negotiations Top Word Pairs in Tweet in G10:
[18] #demdebate,#2020election [13] #tulsi2020,#demdebate [8] nov,20th [8] #tulsigabbard,opposed [7] use,military [7] military,force [7] #bernie2020,#tulsi2020 [7] one,thing [7] thing,clear [7] steve,bannon Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: