The graph represents a network of 14,367 Twitter users whose recent tweets contained "Koch", 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 May 2021 at 02:08 UTC.
The tweets in the network were tweeted over the 11-hour, 24-minute period from Thursday, 13 May 2021 at 14:14 UTC to Friday, 14 May 2021 at 01:39 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 : 14367
Unique Edges : 21487
Edges With Duplicates : 4217
Total Edges : 25704
Number of Edge Types : 5
Retweet : 15101
Replies to : 4123
MentionsInRetweet : 2710
Mentions : 2744
Tweet : 1026
Self-Loops : 1086
Reciprocated Vertex Pair Ratio : 0.00685920577617329
Reciprocated Edge Ratio : 0.0136249551810685
Connected Components : 856
Single-Vertex Connected Components : 340
Maximum Vertices in a Connected Component : 11909
Maximum Edges in a Connected Component : 22364
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.898463
Graph Density : 0.0001081027015588
Modularity : 0.65732
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 14,367 Twitter users whose recent tweets contained "Koch", 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 May 2021 at 02:08 UTC.
The tweets in the network were tweeted over the 11-hour, 24-minute period from Thursday, 13 May 2021 at 14:14 UTC to Friday, 14 May 2021 at 01:39 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 : 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:
[3276] koch,money [3241] lot,koch [3212] voting,rights [3169] against,voting [3168] money,backing [3167] backing,people [3167] people,fighting [3167] fighting,against [2751] colonial,pipeline [1966] koch,family Top Word Pairs in Tweet in G1:
[2251] koch,money [2246] lot,koch [2238] voting,rights [2235] against,voting [2234] money,backing [2234] backing,people [2234] people,fighting [2234] fighting,against [50] koch,network [47] koch,brothers Top Word Pairs in Tweet in G2:
[932] koch,brothers [717] colonial,pipeline [397] koch,industries [359] public,transit [355] killing,public [267] untraceable,crypto [253] charles,koch [250] million,dollars [249] koch,money [241] dollars,untraceable Top Word Pairs in Tweet in G3:
[1759] koch,family [1757] problem,giving [1757] giving,billion [1757] billion,tax [1757] tax,break [1757] break,koch [1757] family,worth [1757] worth,128 [1757] 128,billion [1755] republicans,problem Top Word Pairs in Tweet in G4:
[1060] colonial,pipeline [966] pipeline,koch [963] guess,owns [963] kevin,mccarthy [963] koch,america [963] koch,inc [962] owns,colonial [962] koch,conservatives [962] conservatives,supreme [962] supreme,court Top Word Pairs in Tweet in G5:
[1016] donald,trump [1016] charles,koch [1011] 90,america [1011] america,problems [1011] problems,instantly [1011] instantly,solved [1011] solved,arrested [1011] arrested,donald [1011] trump,charles [1011] koch,rupert Top Word Pairs in Tweet in G6:
[106] koch,help [105] florida,fedetal [105] fedetal,government [105] government,help [105] help,gas [105] gas,ask [105] ask,koch [105] help,owns [105] owns,phillips [105] phillips,conoco Top Word Pairs in Tweet in G7:
[403] colonial,pipeline [371] koch,industries [352] stake,colonial [351] industries,largest [351] largest,single [351] single,stake [351] privately,held [350] pipeline,28 [350] 28,colonial's [350] colonial's,privately Top Word Pairs in Tweet in G8:
[36] koch,brothers [34] colonial,pipeline [19] koch,industries [17] koch,bros [11] koch,family [11] 8th,grader [11] grader,hacked [11] hacked,koch [11] koch,owned [11] owned,colonial Top Word Pairs in Tweet in G9:
[140] trying,kill [140] election,reform [140] reform,bill [139] recording,obtained [139] obtained,yorker [139] yorker,reveals [139] reveals,koch [139] koch,operatives [139] operatives,trying [139] kill,election Top Word Pairs in Tweet in G10:
[164] reading,material [125] koch,brothers [106] additionally,legislation [106] legislation,implement [106] implement,mass [106] mass,transit [106] transit,systems [106] systems,states [106] states,don [106] don,states Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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:
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Top Mentioned in G5:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: