The graph represents a network of 7,793 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, 07 December 2022 at 15:40 UTC.
The requested start date was Wednesday, 07 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 2-day, 7-hour, 20-minute period from Sunday, 04 December 2022 at 11:38 UTC to Tuesday, 06 December 2022 at 18:59 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 : 7793
Unique Edges : 6374
Edges With Duplicates : 10611
Total Edges : 16985
Number of Edge Types : 5
Replies to : 2515
Mentions : 3066
Retweet : 3937
MentionsInRetweet : 6018
Tweet : 1449
Self-Loops : 1524
Reciprocated Vertex Pair Ratio : 0.0294149928657667
Reciprocated Edge Ratio : 0.0571489497814266
Connected Components : 1483
Single-Vertex Connected Components : 440
Maximum Vertices in a Connected Component : 2473
Maximum Edges in a Connected Component : 8507
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.753182
Graph Density : 0.000154455335713012
Modularity : 0.535541
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,793 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, 07 December 2022 at 15:40 UTC.
The requested start date was Wednesday, 07 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 2-day, 7-hour, 20-minute period from Sunday, 04 December 2022 at 11:38 UTC to Tuesday, 06 December 2022 at 18:59 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:
[426] koch,brothers [318] party,koch [314] know,fact [314] party,constitution [314] fact,party [314] dear,mittromney [314] koch,keep [314] constitution,party [314] mittromney,know [312] keep,reli Top Word Pairs in Tweet in G1:
[308] party,koch [308] party,constitution [308] fact,party [308] koch,keep [308] mittromney,know [308] dear,mittromney [308] know,fact [308] constitution,party [306] baddcompani,dear [306] keep,reli Top Word Pairs in Tweet in G2:
[210] koch,libertarian [209] libertarian,plot [179] actiondemocrat,koch [107] public,unpopular [107] knowledge,public [107] general,knowledge [107] koch,use [107] plot,general [107] unpopular,koch [106] use,div Top Word Pairs in Tweet in G3:
[30] heckler,koch [25] kocham,cię [24] cię,kocham [19] robert,koch [16] latin,vulgate [16] logos,series [14] hk,heckler [14] charles,koch [11] koch,industries [9] mayor,koch Top Word Pairs in Tweet in G4:
[204] policy,foundation [204] public,policy [204] texas,public [200] offshore,wind [197] crafting,called [197] laws,texas [197] opposing,offshore [197] called,'energy [197] promoting,coal [197] coal,crafting Top Word Pairs in Tweet in G5:
[18] koch,brothers [10] david_j_koch,repjeffries [5] david_j_koch,stephenm [4] men,watching [4] david_j_koch,sentedcruz [4] watching,men [4] joe,biden [4] billion,dollars [3] fact,#mke [3] david_j_koch,thisiskyler Top Word Pairs in Tweet in G6:
[17] tears,shed [11] koch,brothers [9] shed,ilse [9] ilse,koch [7] shed,donald [7] koch,tears [7] donald,john [7] unmarked,grave [7] koch,family [7] john,trump Top Word Pairs in Tweet in G7:
[8] koch,bi [6] bi,nahi [6] ho,ga [5] koch,ho [5] follow,back [5] koch,nahi [5] imran,khan [4] raha,hai [4] pakistan,default [3] khan,ko Top Word Pairs in Tweet in G8:
[59] billionaire,donors [43] donors,funded [42] gop,billionaire [42] truthjustis4usa,repmtg [42] repmtg,gop [42] funded,trump [42] funding,herschel [42] #madmarjorie,funding [42] herschel,walker [42] walker,malign Top Word Pairs in Tweet in G9:
[47] koch_colton,theoashnfl [28] dawgpoundchappy,koch_colton [23] michaelminchak,pff_mike [18] stopselldy,dawgpoundchappy [17] dominicvaldes5,theoashnfl [11] sixersben,michaelminchak [10] koch_colton,michaelminchak [7] ixtdemon,dominicvaldes5 [7] koch_colton,dominicvaldes5 [6] jacobnicklas1,dawgpoundchappy Top Word Pairs in Tweet in G10:
[6] beatelandefeld,tilojung [5] u__koch,beatelandefeld [5] jaegerthomas2,bundeskanzler [4] kerstenlahl,julianroepcke [4] u__koch,jaegerthomas2 [3] beschimpft,verunglimpft [3] ardmoma,katdro [3] u__koch,maikdusel [3] katdro,gruenebundestag [3] maikdusel,kerstenlahl Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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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:
Top Mentioned in G3:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: