The graph represents a network of 15,199 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, 27 June 2019 at 03:05 UTC.
The tweets in the network were tweeted over the 4-minute period from Thursday, 27 June 2019 at 02:03 UTC to Thursday, 27 June 2019 at 02:07 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 : 15199
Unique Edges : 20179
Edges With Duplicates : 3698
Total Edges : 23877
Self-Loops : 5555
Reciprocated Vertex Pair Ratio : 0.00168663487262999
Reciprocated Edge Ratio : 0.00336758985078093
Connected Components : 3363
Single-Vertex Connected Components : 2625
Maximum Vertices in a Connected Component : 10750
Maximum Edges in a Connected Component : 19111
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.036595
Graph Density : 7.45602484340724E-05
Modularity : 0.675568
NodeXL Version : 1.0.1.393
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1151] demdebate,democraticdebate [832] elizabeth,warren [522] chuck,todd [433] control,room [389] don,t [345] technical,difficulties [326] julian,castro [324] ja,ja [310] break,demdebate [287] hour,demdebate Top Word Pairs in Tweet in G1:
[185] demdebate,democraticdebate [118] chuck,todd [81] technical,difficulties [75] control,room [59] democraticdebate,demdebate [45] don,t [42] mics,demdebate [41] debate,demdebate [37] rachel,maddow [35] commercial,break Top Word Pairs in Tweet in G2:
[273] elizabeth,warren [152] demdebate,democraticdebate [126] technical,difficulties [102] joe,biden [99] outside,demdebate [99] teamtrump,trumpwarroom [98] trumpwarroom,parscale [98] parscale,kayleighmcenany [98] kayleighmcenany,timmurtaugh [97] tonight,s Top Word Pairs in Tweet in G3:
[114] believe,reproductive [82] reproductive,freedom [78] don,t [73] reproductive,justice [67] foreign,policy [57] t,believe [56] juliancastro,don [55] freedom,believe [55] justice,women [54] women,includes Top Word Pairs in Tweet in G4:
[108] health,care [96] make,sure [91] detention,center [90] president,make [90] sure,country [90] country,gets [90] gets,back [90] back,2015 [90] 2015,iran [90] iran,deal Top Word Pairs in Tweet in G5:
[122] demdebate,democraticdebate [55] msnbc,demdebate [42] msnbc,watch [41] first,demdebate [41] nbcnews,msnbc [35] chuck,todd [34] control,room [33] beto,o'rourke [32] watch,beto [32] o'rourke,delivers Top Word Pairs in Tweet in G6:
[189] russia,come [188] break,demdebate [187] tech,problems [187] come,back [186] 36,chance [186] chance,maddow [186] maddow,blames [186] blames,tech [186] problems,russia [186] back,break Top Word Pairs in Tweet in G7:
[114] beto,o'rourke [108] o'rourke,speaks [108] speaks,spanish [106] cory,booker's [106] booker's,face [106] face,beto [82] control,room [80] right,now [58] live,tv [58] answer,demdebate Top Word Pairs in Tweet in G8:
[240] erictrump,demdebate [69] demdebate,democraticdebate [47] erictrump,spit [47] spit,bar [47] bar,people [47] people,want [47] want,start [47] start,gofundme [47] gofundme,person [47] person,someone Top Word Pairs in Tweet in G9:
[156] illegal,aliens [142] american,citizens [141] aliens,american [98] demdebate,more [97] amazing,demdebate [97] more,concerned [97] concerned,help [97] help,illegal [96] scottpresler,amazing [96] citizens,d Top Word Pairs in Tweet in G10:
[85] halfway,through [84] each,candidate [83] through,first [83] first,debate [83] debate,2020 [83] 2020,democratic [83] democratic,presidential [83] presidential,primary [83] primary,here's [83] here's,roughly 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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