The graph represents a network of 16,564 Twitter users whose recent tweets contained "Kamala", 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, 14 August 2020 at 23:44 UTC.
The tweets in the network were tweeted over the 34-minute period from Friday, 14 August 2020 at 22:20 UTC to Friday, 14 August 2020 at 22:54 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 : 16564
Unique Edges : 22443
Edges With Duplicates : 3059
Total Edges : 25502
Number of Edge Types : 5
Retweet : 15123
MentionsInRetweet : 3200
Replies to : 1762
Mentions : 2474
Tweet : 2943
Self-Loops : 3039
Reciprocated Vertex Pair Ratio : 0.00291641187261866
Reciprocated Edge Ratio : 0.00581586229538952
Connected Components : 1840
Single-Vertex Connected Components : 906
Maximum Vertices in a Connected Component : 12741
Maximum Edges in a Connected Component : 21435
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.556975
Graph Density : 7.77147307107489E-05
Modularity : 0.739694
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 16,564 Twitter users whose recent tweets contained "Kamala", 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, 14 August 2020 at 23:44 UTC.
The tweets in the network were tweeted over the 34-minute period from Friday, 14 August 2020 at 22:20 UTC to Friday, 14 August 2020 at 22:54 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 : Kamala
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:
[12398] kamala,harris [2018] joe,biden [1306] african,american [1249] united,states [870] hard,believe [870] believe,past [870] past,voice [870] voice,never [870] never,ending [870] ending,cackle Top Word Pairs in Tweet in G1:
[1561] kamala,harris [375] african,american [335] harris,much [335] much,african [335] elizabeth,warren [335] warren,native [323] american,elizabeth [323] native,american [277] legal,expert [277] harris,qualify Top Word Pairs in Tweet in G2:
[656] kamala,harris [162] white,supremacists [130] birther,lie [129] wrote,white [129] supremacists,claremont [129] claremont,cooked [129] cooked,objectively [129] objectively,false [129] false,claim [129] claim,behind Top Word Pairs in Tweet in G3:
[1283] kamala,harris [409] african,american [353] re,honest [352] honest,kamala [352] harris,indo [352] indo,jamaican [352] jamaican,posing [352] posing,african [337] identity,politics [335] left,going Top Word Pairs in Tweet in G4:
[729] hard,believe [729] believe,past [729] past,voice [729] voice,never [729] never,ending [729] ending,cackle [729] cackle,listen [729] listen,socialist [729] socialist,rants [729] rants,astonishing Top Word Pairs in Tweet in G5:
[919] kamala,harris [143] joe,biden [79] biden,kamala [75] phony,kamala [74] thread,congratulations [74] congratulations,reelection [74] reelection,realdonaldtrump [74] realdonaldtrump,give [74] give,one [74] one,man Top Word Pairs in Tweet in G6:
[572] kamala,harris [79] falsehoods,kamala [78] debunking,viral [78] viral,falsehoods [59] joe,biden [43] harris,davey [43] davey,alba [43] biden,kamala [42] alba,nyt [23] obama,speechwriter Top Word Pairs in Tweet in G7:
[628] kamala,harris [429] white,man [428] questions,citizenship [234] john,mccain [224] black,woman [220] born,california [217] california,eligible [214] mccain,white [214] man,born [214] born,panama Top Word Pairs in Tweet in G8:
[760] kamala,harris [357] joe,biden [201] biden,harris [197] ticket,history [194] harris,extreme [192] extreme,ticket [192] biden,bad [190] thought,joe [190] bad,kamala [189] harris,aoc Top Word Pairs in Tweet in G9:
[466] kamala,harris [210] worse,hillary [204] harris,frighteningly [204] frighteningly,worse [67] joe,biden [65] african,american [56] harris,still [54] still,million [54] million,campaign [54] campaign,debt Top Word Pairs in Tweet in G10:
[962] united,states [474] kamala,harris [324] president,united [323] senator,kamala [321] born,citizen [319] states,senator [319] states,america [319] eligible,president [318] harris,natural [318] natural,born Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G5:
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 G6:
Top Mentioned in G7:
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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:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: