The graph represents a network of 8,193 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, 23 November 2022 at 15:38 UTC.
The requested start date was Wednesday, 23 November 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, 22-hour, 49-minute period from Saturday, 19 November 2022 at 20:09 UTC to Tuesday, 22 November 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 : 8193
Unique Edges : 6097
Edges With Duplicates : 8859
Total Edges : 14956
Number of Edge Types : 5
Tweet : 1170
Retweet : 3391
MentionsInRetweet : 4932
Mentions : 3259
Replies to : 2204
Self-Loops : 1203
Reciprocated Vertex Pair Ratio : 0.0218145206398926
Reciprocated Edge Ratio : 0.0426976133128969
Connected Components : 1374
Single-Vertex Connected Components : 465
Maximum Vertices in a Connected Component : 3008
Maximum Edges in a Connected Component : 7421
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.517796
Graph Density : 0.0001360905937233
Modularity : 0.602476
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,193 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, 23 November 2022 at 15:38 UTC.
The requested start date was Wednesday, 23 November 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, 22-hour, 49-minute period from Saturday, 19 November 2022 at 20:09 UTC to Tuesday, 22 November 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:
[2737] failed,disclose [1702] clarence,thomas [1375] coney,barrett [1369] thomas,failed [1368] amy,coney [1368] rules,clarence [1368] disclose,spouse [1368] violating,ethics [1368] barrett,failed [1368] spouse,legal Top Word Pairs in Tweet in G1:
[2678] failed,disclose [1340] clarence,thomas [1339] violating,ethics [1339] legal,job [1339] coney,barrett [1339] job,violating [1339] rules,clarence [1339] ethics,rules [1339] barrett,failed [1339] amy,coney Top Word Pairs in Tweet in G2:
[70] koch,industries [60] amazing,business [60] industries,amazing [18] robert,koch [17] heckler,koch [13] koch,brothers [9] ed,koch [9] koch,media [8] black,friday [7] koch,instituts Top Word Pairs in Tweet in G3:
[340] clarence,thomas [326] thomas,500 [326] citizens,united [326] wink,call [326] senwhitehouse,koch [326] giving,clarence [326] united,wink [326] 000,year [326] year,citizens [326] 500,000 Top Word Pairs in Tweet in G4:
[56] koch,brothers [49] baddcompani,151redrubies [45] 151redrubies,here's [45] crime,touches [45] touches,both [45] fact,overall [45] here's,fact [45] both,folks [45] overall,crime [44] folks,lear Top Word Pairs in Tweet in G5:
[27] david_j_koch,davidhogg111 [12] david_j_koch,jim_jordan [12] special,counsel [11] prosecute,person [11] transfer,power [11] counsel,prosecute [11] peaceful,transfer [11] co,conspirator [11] person,attempted [11] interfere,peaceful Top Word Pairs in Tweet in G6:
[10] highres_bn,u__koch [9] kwestschen,u__koch [6] nafortsa,richtig__falsch [4] die,usa [3] nie,wieder [3] gut,böse [3] u__koch,nafortsa [3] man,die [3] doppelte,standards [3] nurderk,marcobuschmann Top Word Pairs in Tweet in G7:
[81] murat_kurum,vahitkirisci [75] mehmet_koch,murat_kurum [10] tugaytorunok,mehmet_koch [9] yzknl1,mehmet_koch [7] deniz13caner,mehmet_koch [6] ayazlarmert,yzknl1 [5] ndaninsan,tugaytorunok [5] sahipli,köpeğin [4] fatmakocak812,tugaytorunok [4] mavimasa,beyazmasamamak Top Word Pairs in Tweet in G8:
[11] money,funders [10] funders,billionaire [10] class,planning [10] run,money [10] planning,takeover [10] #ivecompletelygivenupon,gop [10] billionaire,class [10] gop,run [9] melro52,#ivecompletelygivenupon [4] koch,mercer Top Word Pairs in Tweet in G9:
[2] 艺术高级有质感,效用赋能包括电商 [2] shinnokinft,shinnoki是以动画和街头时尚为文化驱动的nft项目 [2] dfgdg38802799,cryptojoio [2] alpha社区,分析工具 [2] jiamiying,passengers_nft [2] cllmj1,koch_zhang [2] 完整故事叙事,艺术高级有质感 [2] koch_zhang,dfgdg38802799 [2] shinnoki,shinnokinft [2] 效用赋能包括电商,alpha社区 Top Word Pairs in Tweet in G10:
[68] propaganda,koch [67] ending,quest [67] suddenly,financed [67] govt,never [67] never,ending [67] koch,spent [67] financed,propaganda [67] died,suddenly [67] erode,public [67] public,trust Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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