The graph represents a network of 6,869 Twitter users whose recent tweets contained "Koch", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 15:37 UTC.
The tweets in the network were tweeted over the 2578-day, 21-hour, 54-minute period from Sunday, 14 February 2016 at 03:05 UTC to Wednesday, 08 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 6869
Unique Edges : 4952
Edges With Duplicates : 11549
Total Edges : 16501
Number of Edge Types : 9
Retweet : 2408
MentionsInRetweet : 3772
Tweet : 1111
Replies to : 2504
MentionsInReplyTo : 5296
Mentions : 712
MentionsInQuote : 382
Quote : 216
MentionsInQuoteReply : 100
Self-Loops : 1526
Reciprocated Vertex Pair Ratio : 0.0493723849372385
Reciprocated Edge Ratio : 0.0940988835725678
Connected Components : 1120
Single-Vertex Connected Components : 284
Maximum Vertices in a Connected Component : 2037
Maximum Edges in a Connected Component : 7011
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 7.965999
Graph Density : 0.000186068036038102
Modularity : 0.525826
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,869 Twitter users whose recent tweets contained "Koch", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 15:37 UTC.
The tweets in the network were tweeted over the 2578-day, 21-hour, 54-minute period from Sunday, 14 February 2016 at 03:05 UTC to Wednesday, 08 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : Koch
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:
[362] koch,network [214] phil,koch [205] charles,koch [194] anchors,soul [194] outstanding,phil [194] koch,brothers [194] day,outstanding [194] soul,day [194] koch,pixels [194] hope,anchors Top Word Pairs in Tweet in G1:
[132] dark,money [131] koch,machine [124] timinhonolulu,cdcgov [124] charles,koch [123] koch,network [120] baddcompani,koch [120] money,taking [120] sides,atlantic [120] corporate,dark [120] george,monbiot Top Word Pairs in Tweet in G2:
[112] #母猪,#肉便器 [112] #母狗,#反差 [112] #调教,#母猪 [112] #羞辱,#洗脑 [112] #网调,#羞辱 [112] #调教,#网调 [112] #洗脑,#自毁 [112] #自毁,#调教 [112] #反差,#调教 [17] koch,#母狗 Top Word Pairs in Tweet in G3:
[194] outstanding,phil [194] hope,anchors [194] phil,koch [194] day,outstanding [194] soul,day [194] koch,pixels [194] anchors,soul [193] ic316,hope [31] alexandra_koch,#goodnight [30] andrespeneke,alexandra_koch Top Word Pairs in Tweet in G4:
[182] koch,network [182] covid,disinformation [181] network,attacking [181] coincidence,main [181] main,funder [181] funder,covid [181] disinformation,koch [181] attacking,very [181] actually,coincidence [180] 1goodtern,actually Top Word Pairs in Tweet in G5:
[9] jean,charest [8] anthony__koch,jean [8] special,rapporteur [6] kim,campbell [4] sjkelly1,anthony__koch [4] anthony__koch,kim [3] supreme,court [3] kristinraworth,anthony__koch [3] john,mccallum [3] cricrifi,anthony__koch Top Word Pairs in Tweet in G6:
[66] drjbhattacharya,cliftonaduncan [63] koch,money [60] engaging,pure [60] cliftonaduncan,dguradsani1 [60] authors,received [60] received,koch [60] libel,gbdeclaration [60] dguradsani1,engaging [60] pure,libel [60] gbdeclaration,authors Top Word Pairs in Tweet in G7:
[97] eckig,geschlagen [97] räder,eckig [97] damals,erste [97] anti,vaxxer [97] gelöscht,räder [97] vaxxer,damals [97] feuer,gelöscht [97] überzeugung,anti [97] felder,zertreten [97] erste,feuer Top Word Pairs in Tweet in G8:
[55] groups,connected [55] union,runs [55] runs,cpac [55] show,american [55] records,show [55] conservative,union [55] cpac,received [55] significant,funding [55] received,significant [55] funding,groups Top Word Pairs in Tweet in G9:
[95] ordem,patrões [95] palavras,ordem [95] liberando,funcionários [95] walker,lançando [95] funcionários,pras [95] lançando,comerciais [95] comerciais,palavras [95] pras,manifestações [95] johnny,walker [95] patrões,liberando Top Word Pairs in Tweet in G10:
[29] lies,misinform [29] misinform,weaken [29] spread,lies [29] wanted,spread [29] exactly,speakermccarthy [29] acyn,exactly [29] speakermccarthy,tuckercarlson [29] tuckercarlson,wanted [29] weaken,usa [28] annel5694,acyn Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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:
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: