The graph represents a network of 6,390 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 15:36 UTC.
The tweets in the network were tweeted over the 2119-day, 4-hour, 16-minute period from Thursday, 27 April 2017 at 20:43 UTC to Wednesday, 15 February 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 : 6390
Unique Edges : 4098
Edges With Duplicates : 11140
Total Edges : 15238
Number of Edge Types : 9
Replies to : 2301
MentionsInReplyTo : 4577
Tweet : 1289
Retweet : 2443
MentionsInRetweet : 3355
MentionsInQuote : 406
Quote : 197
Mentions : 537
MentionsInQuoteReply : 133
Self-Loops : 1733
Reciprocated Vertex Pair Ratio : 0.0516929079002369
Reciprocated Edge Ratio : 0.0983041865394807
Connected Components : 1177
Single-Vertex Connected Components : 340
Maximum Vertices in a Connected Component : 2115
Maximum Edges in a Connected Component : 6421
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.014503
Graph Density : 0.000184883496208639
Modularity : 0.496798
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,390 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 15:36 UTC.
The tweets in the network were tweeted over the 2119-day, 4-hour, 16-minute period from Thursday, 27 April 2017 at 20:43 UTC to Wednesday, 15 February 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:
[249] koch,brothers [221] decades,watering [221] cover,lie [221] small,govt [221] spent,decades [221] watering,down [221] lie,more [221] corporate,profit [221] govt,cover [221] gop,spent Top Word Pairs in Tweet in G1:
[206] more,corporate [206] spent,decades [206] lie,more [206] profit,gop [206] down,regulations [206] gop,spent [206] corporate,profit [206] decades,watering [206] small,govt [206] cover,lie Top Word Pairs in Tweet in G2:
[125] #骚母狗,#婊子 [125] #母狗,#反差婊 [125] #网调,#发骚 [125] #骚逼,#小母狗 [125] #羞辱,#辱骂 [125] #调教,#贱货 [125] #女m,#性奴 [125] #性瘾,#骚逼 [125] #淫妻,#绿奴 [125] #露出,#羞辱 Top Word Pairs in Tweet in G3:
[135] doug,ford's [109] first,move [109] lot,going [109] reminder,doug [109] cancel,cap [109] ford's,first [109] move,office [109] toronto,reminder [109] going,ontario [109] know,lot Top Word Pairs in Tweet in G4:
[152] illegal,immigration [152] lobbying,organization [152] nothing,lobbying [152] brother_,mass [152] organization,always [152] immigration,amnesty [152] always,called [152] koch,brother_ [152] amnesty,nothing [152] mass,illegal Top Word Pairs in Tweet in G5:
[109] jan,koch [105] reporter,jan [103] spielerinnen,spieler [101] oida_grantler,die [101] koch,ard [101] die,spielerinnen [101] #superbowl,geschlagen [101] geschlagen,sportschau [101] sportschau,reporter [101] spieler,#superbowl Top Word Pairs in Tweet in G6:
[44] super,bowl [43] bowl,rupert [43] rupert,murdoch [43] see,photo [43] saudis,super [43] cup,saudis [43] next,see [43] world,cup [43] photo,elon [43] first,world Top Word Pairs in Tweet in G7:
[2] 12pm,1am [2] ceydazim,wes3__ [2] skxu1987,cesarjuliocesa5 [2] launch,announcement [2] double,check [2] blur,care [2] account,tomorrow [2] care,packages [2] 1am,hkg [2] time,blur Top Word Pairs in Tweet in G8:
[47] koch,funded [46] firms,jones [46] watch,massive [46] day,winston [46] theory,watch [46] test,theory [46] funded,dc [46] dc,firms [46] jones,day [46] massive,exodus Top Word Pairs in Tweet in G9:
[28] over,taken [28] activists,over [28] ronfilipkowski,disturbing [28] very,small [28] small,group [28] group,right [28] taken,decent [28] decent,ppl [28] right,wing [28] ppl,talking Top Word Pairs in Tweet in G10:
[15] sargeant_rowan,anthony__koch [13] truckdriverpleb,anthony__koch [9] math,test [5] koch,network [4] libertycdn,anthony__koch [3] canada,whole [3] black,people [3] whole,sits [3] teach,math [3] top,world Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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: