The graph represents a network of 4,878 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 15:34 UTC.
The tweets in the network were tweeted over the 1797-day, 9-hour, 19-minute period from Thursday, 08 March 2018 at 15:40 UTC to Wednesday, 08 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 : 4878
Unique Edges : 2345
Edges With Duplicates : 11467
Total Edges : 13812
Number of Edge Types : 9
Replies to : 1084
MentionsInReplyTo : 1884
Retweet : 3672
MentionsInRetweet : 5817
Quote : 148
Mentions : 316
Tweet : 700
MentionsInQuoteReply : 70
MentionsInQuote : 121
Self-Loops : 916
Reciprocated Vertex Pair Ratio : 0.0253984936065861
Reciprocated Edge Ratio : 0.0495387769046806
Connected Components : 671
Single-Vertex Connected Components : 219
Maximum Vertices in a Connected Component : 2914
Maximum Edges in a Connected Component : 10107
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.203857
Graph Density : 0.00024606971515686
Modularity : 0.407691
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,878 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 15:34 UTC.
The tweets in the network were tweeted over the 1797-day, 9-hour, 19-minute period from Thursday, 08 March 2018 at 15:40 UTC to Wednesday, 08 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:
[1214] charles,koch [1069] against,trump [938] turned,against [936] empire,turned [779] juddlegum,afpaction [679] right,wing [676] billionaire,charles [673] koch,repeatedly [663] national,media [662] wing,billionaire Top Word Pairs in Tweet in G1:
[980] charles,koch [762] juddlegum,afpaction [609] right,wing [607] koch,repeatedly [606] national,media [605] billionaire,charles [605] announcing,again [605] manipulated,national [605] repeatedly,manipulated [605] again,again Top Word Pairs in Tweet in G2:
[882] turned,against [881] against,trump [880] empire,turned [440] murdoch,media [440] koch,billionaire [440] media,empire [440] trump,murdoch [440] trump,evangelicals [440] donor,empire [440] billionaire,donor Top Word Pairs in Tweet in G3:
[91] stop,doing [91] doing,koch [90] baddcompani,stop [53] donald,trump [34] koch,network [25] swinstonwolkoff,liz [25] liz,cheney [25] koch,dream [25] baddcompani,koch [23] cheney,donald Top Word Pairs in Tweet in G4:
[62] #骚逼,#小母狗 [62] #文爱,#调教 [62] #贱狗,#女m [62] #网调,#发骚 [62] #性交,#反差 [62] #骚货,#网调 [62] #骚货,#贱狗 [62] #反差,#骚母狗 [62] #羞辱,#辱骂 [62] #淫妻,#绿奴 Top Word Pairs in Tweet in G5:
[127] nuclear,deal [127] koch,network [125] revive,iran [125] iran,nuclear [123] soros,help [123] network,working [123] working,soros [123] deal,wonder [123] reported,koch [123] help,revive Top Word Pairs in Tweet in G6:
[100] nuclear,deal [96] donald,trump [95] pro,open [95] pro,iranian [95] open,borders [95] clear,pro [95] koch,billionaire [95] iranian,nuclear [95] borders,pro [95] deal,koch Top Word Pairs in Tweet in G7:
[107] reports,week [107] 2024,election [107] saying,koch [107] news,reports [107] koch,machine [107] against,trump [107] turning,against [107] week,saying [107] consume,news [107] trump,2024 Top Word Pairs in Tweet in G8:
[23] bad,bs [19] charles,koch [13] koch,network [12] oligarchs,america [11] martinidude,oligarchs [10] koch,brothers [8] donald,trump [8] read,huge [8] abc,nbcnews [8] cbsnews,abc Top Word Pairs in Tweet in G9:
[12] same,thing [12] fundraising,groups [12] conservative,fundraising [12] groups,saying [12] saying,same [12] major,republican [12] republican,donor [12] thing,re [12] appears,major [12] re,backing Top Word Pairs in Tweet in G10:
[8] koch,brothers [6] heritage,foundation [4] brothers,pretty [4] don,forget [4] atrupar,don [4] forget,koch [4] foundation,pays [4] pays,lobbies [4] integrated,heritage [4] pretty,much 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 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: