The graph represents a network of 17,483 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 Wednesday, 12 August 2020 at 20:18 UTC.
The tweets in the network were tweeted over the 9-minute period from Wednesday, 12 August 2020 at 19:15 UTC to Wednesday, 12 August 2020 at 19:25 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 : 17483
Unique Edges : 23495
Edges With Duplicates : 2994
Total Edges : 26489
Number of Edge Types : 5
Replies to : 1637
Retweet : 15577
MentionsInRetweet : 2761
Tweet : 3764
Mentions : 2750
Self-Loops : 3819
Reciprocated Vertex Pair Ratio : 0.00235315830757163
Reciprocated Edge Ratio : 0.0046952679064629
Connected Components : 2141
Single-Vertex Connected Components : 895
Maximum Vertices in a Connected Component : 12982
Maximum Edges in a Connected Component : 21879
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.124454
Graph Density : 7.10775943732563E-05
Modularity : 0.738394
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 17,483 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 Wednesday, 12 August 2020 at 20:18 UTC.
The tweets in the network were tweeted over the 9-minute period from Wednesday, 12 August 2020 at 19:15 UTC to Wednesday, 12 August 2020 at 19:25 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:
[12507] kamala,harris [2053] joe,biden [874] vice,president [835] running,mate [635] biden,kamala [566] joe,kamala [533] donald,trump [504] mike,pence [484] thinking,time [482] time,jpegmafia Top Word Pairs in Tweet in G1:
[2167] kamala,harris [248] hamilton,brown [221] joe,biden [172] harris,tried [168] second,amendment [166] joe,kamala [166] dismantle,second [163] harris,support [163] support,mandatory [163] mandatory,gun Top Word Pairs in Tweet in G2:
[1070] kamala,harris [361] vice,president [246] running,mate [227] joe,biden [167] big,banks [165] white,house [165] marriage,equality [164] tooth,nail [163] nail,right [163] make,life Top Word Pairs in Tweet in G3:
[1537] kamala,harris [315] joe,biden [187] phony,kamala [139] last,year [129] year,abortion [129] abortion,fanatic [129] fanatic,kamala [129] harris,campaigned [129] campaigned,kathy [129] kathy,tran Top Word Pairs in Tweet in G4:
[861] kamala,harris [259] donald,trump [205] harris,campaigning [205] campaigning,inside [205] inside,donald [205] trump,head [205] head,word [205] word,social [205] social,distancing [151] vice,president Top Word Pairs in Tweet in G5:
[540] kamala,harris [84] joe,biden [80] sen,kamala [66] presidential,candidate [64] democratic,presidential [63] see,more [62] day,2019 [62] 2019,democratic [62] candidate,sen [62] harris,spoke Top Word Pairs in Tweet in G6:
[469] thinking,time [469] time,jpegmafia [469] jpegmafia,talked [469] talked,kamala [3] look,diverse [3] diverse,communist [3] communist,presidential [3] presidential,tickets [3] tickets,kamala [3] kamala,make Top Word Pairs in Tweet in G7:
[314] kamala,harris [129] joe,biden [111] imagine,nightly [111] nightly,reaction [111] reaction,cnn [111] cnn,msnbc [111] msnbc,mike [111] mike,pence [111] pence,former [111] former,spokesperson Top Word Pairs in Tweet in G8:
[266] voting,kamala [266] kamala,joe [266] joe,november [82] leaving,polling [82] polling,place [82] place,voting [82] voting,joe [82] joe,kamala [33] kamala,harris [28] joe,biden Top Word Pairs in Tweet in G9:
[241] kamala,harris [84] right,kamala [82] prison,stocks [82] stocks,went [82] went,right [82] harris,confirmed [82] confirmed,vp [53] biden,kamala [53] far,left [41] joe,biden Top Word Pairs in Tweet in G10:
[203] kamala,harris [99] kamala's,sister [94] sister,takes [94] takes,hydroxychloroquine [92] developing,kamala's [73] fires,conveniently [73] conveniently,paused [73] paused,kamala [73] kamala,big [73] big,day Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: