The graph represents a network of 9,173 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, 16 February 2022 at 15:41 UTC.
The requested start date was Wednesday, 16 February 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, 9-hour, 53-minute period from Friday, 11 February 2022 at 15:06 UTC to Wednesday, 16 February 2022 at 00:59 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 : 9173
Unique Edges : 7796
Edges With Duplicates : 10935
Total Edges : 18731
Number of Edge Types : 5
Replies to : 2978
Retweet : 3515
MentionsInRetweet : 5589
Mentions : 5060
Tweet : 1589
Self-Loops : 1675
Reciprocated Vertex Pair Ratio : 0.0349269968508445
Reciprocated Edge Ratio : 0.0674965421853389
Connected Components : 1745
Single-Vertex Connected Components : 533
Maximum Vertices in a Connected Component : 2843
Maximum Edges in a Connected Component : 8718
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.7186
Graph Density : 0.000128900355995565
Modularity : 0.56443
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,173 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, 16 February 2022 at 15:41 UTC.
The requested start date was Wednesday, 16 February 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, 9-hour, 53-minute period from Friday, 11 February 2022 at 15:06 UTC to Wednesday, 16 February 2022 at 00:59 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:
[372] koch,brothers [330] robert,koch [305] koch,network [276] sure,sure [217] charles,koch [215] faith,actors [210] good,faith [208] heritage,foundation [207] anti,masking [206] sure,good Top Word Pairs in Tweet in G1:
[116] koch,brothers [56] koch,network [53] charles,koch [42] koch,industries [36] ties,koch [36] tentoads4truth,icymi [34] tentoads4truth,koch [28] heritage,foundation [28] jillianohana,wendybugliari [27] dark,money Top Word Pairs in Tweet in G2:
[42] robert,koch [29] koch,institut [28] koch,brothers [17] heckler,koch [11] tage,inzidenz [9] sieben,tage [8] michael,koch [8] institut,rki [8] koch,industries [7] koch,network Top Word Pairs in Tweet in G3:
[258] sure,sure [196] good,faith [195] faith,actors [194] sure,good [194] actors,anti [194] anti,masking [194] masking,schools [194] schools,discussions [193] gregggonsalves,sure [37] charles,koch Top Word Pairs in Tweet in G4:
[54] robert,koch [32] jane_banane__,welt [32] koch,institut [27] institut,rudert [27] rudert,zurück [27] zurück,genesenenzertifikat [27] genesenenzertifikat,wieder [27] wieder,180 [27] 180,tage [26] tremont08,robert Top Word Pairs in Tweet in G5:
[160] heritage,foundation [137] foundation,part [137] part,koch [133] speech,heritage [132] koch,network [131] worth,noting [131] anti,woke [131] woke,speech [131] network,wages [130] noting,downdens Top Word Pairs in Tweet in G6:
[13] koch,money [10] joncoopertweets,sweett1962 [9] pamela,koch [9] koch,school [9] school,meals [9] meals,always [9] always,free [8] money,sen_joemanchin [7] forbes,pamela [7] joncoopertweets,traitor Top Word Pairs in Tweet in G7:
[13] koch,llorente [11] koch,forshaw [8] struijk,koch [8] forshaw,klich [7] see,struijk [7] forshaw,rodrigo [7] klich,rodrigo [6] firpo,expected [6] expected,fit [6] fit,sunday Top Word Pairs in Tweet in G8:
[50] koch,funded [48] climate,denialist [44] anti,vaxx [44] pro,tobacco [44] think,tank [43] american,institute [43] institute,economic [43] economic,research [43] research,koch [43] funded,libertarian Top Word Pairs in Tweet in G9:
[30] koch,brothers [19] mikepompeo,gfy [19] gfy,koch [18] rhonda_harbison,mikepompeo [9] phony,koch [9] koch,republicans [6] makes,sense [6] all100senators,phony [6] koch,wealthy [6] wealthy,republican Top Word Pairs in Tweet in G10:
[101] rki,ungeimpfte [101] ungeimpfte,42 [101] 42,omikron [101] omikron,infizierten [101] infizierten,ungeimpft [101] ungeimpft,95 [101] 95,58 [101] 58,geimpft [101] geimpft,entweder [88] robert,koch Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: