The graph represents a network of 8,134 Twitter users whose tweets in the requested range contained "Koch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 14 December 2022 at 15:39 UTC.
The requested start date was Wednesday, 14 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 4-day, 6-hour, 54-minute period from Friday, 09 December 2022 at 18:06 UTC to Wednesday, 14 December 2022 at 01:00 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 : 8134
Unique Edges : 6247
Edges With Duplicates : 10292
Total Edges : 16539
Number of Edge Types : 5
Tweet : 1650
Replies to : 3017
Mentions : 3914
Retweet : 3385
MentionsInRetweet : 4573
Self-Loops : 1696
Reciprocated Vertex Pair Ratio : 0.0257110352673493
Reciprocated Edge Ratio : 0.0501330967169476
Connected Components : 1625
Single-Vertex Connected Components : 551
Maximum Vertices in a Connected Component : 2554
Maximum Edges in a Connected Component : 6688
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.290783
Graph Density : 0.000136288421854145
Modularity : 0.551025
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,134 Twitter users whose tweets in the requested range contained "Koch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 14 December 2022 at 15:39 UTC.
The requested start date was Wednesday, 14 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 4-day, 6-hour, 54-minute period from Friday, 09 December 2022 at 18:06 UTC to Wednesday, 14 December 2022 at 01:00 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 : GraphServerTwitterSearch
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:
[445] allen_koch,globalfights_ [375] rand,paul [373] matt,gaetz [372] paul,whelan [371] gaetz,mitch [371] mitch,mcconnell [371] whelan,give [371] give,ted [371] mcconnell,sean [371] give,paul Top Word Pairs in Tweet in G1:
[41] robert,koch [25] koch,industries [22] heckler,koch [18] karl,koch [18] koch,brothers [12] koch,schule [12] ed,koch [11] york,city [11] amazing,business [11] industries,amazing Top Word Pairs in Tweet in G2:
[33] david_j_koch,thisiskyler [32] koch,brothers [26] debbiesva,gop [25] terry_jepson,debbiesva [25] criminal,investigation [24] gop,william [23] lives,one [23] lago,under [23] william,koch [23] under,irs Top Word Pairs in Tweet in G3:
[357] gaetz,mitch [357] paul,whelan [357] mcconnell,sean [357] give,paul [357] proposition,give [357] paul,matt [357] whelan,give [357] cruz,rand [357] matt,gaetz [357] give,ted Top Word Pairs in Tweet in G4:
[46] koch,connections [42] attorneys,koch [42] wonder,link [42] connections,wonder [42] link,koch [42] appear,attorneys [41] koch,netw [41] timinhonolulu,appear [31] federalist,society [25] koch,brothers Top Word Pairs in Tweet in G5:
[445] allen_koch,globalfights_ [154] charlie_c22___,allen_koch [54] dodheadhunter,allen_koch [48] black,community [46] shahfuller,allen_koch [40] using,word [37] black,people [37] stop,using [34] word,black [34] need,stop Top Word Pairs in Tweet in G6:
[180] actiondemocrat,koch [102] koch,agenda [76] full,implications [67] democracy,koch [67] racism,authoritarianism [67] koch's,legacy [67] authoritarianism,over [67] legacy,built [67] hatred,government [67] built,hatred Top Word Pairs in Tweet in G7:
[9] durchführt,organisation [9] man,straftaten [9] straftaten,begeht [9] organisation,nunmal [9] man,leugnet [9] begeht,man [9] man,systematisch [9] leugnet,mal [9] nunmal,organisierte [9] die,union Top Word Pairs in Tweet in G8:
[101] filibuster,betraying [101] reproductive,rights [101] refused,protect [101] protect,reproductive [101] senator,refused [101] rights,protected [101] protected,filibuster [100] lindyli,senator [89] betraying,whoâ [89] whoâ,fiend Top Word Pairs in Tweet in G9:
[8] koch,bros [6] fairness,doctrine [6] remove,fairness [6] reagan,remove [6] koch,boys [5] affiliations,unkochcampus [5] koch,sponsored [5] mixed,maga [5] nazis,affiliations [5] bandyxlee1,koch Top Word Pairs in Tweet in G10:
[61] anthony__koch,pierrepoilievre [14] sheila,copps [12] stay,politics [11] hockey,players [10] copps,hockey [10] happen,agree [10] dominant,centre [10] politics,unless [10] centre,left [10] agree,dominant Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: