The graph represents a network of 8,859 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, 05 August 2020 at 14:36 UTC.
The requested start date was Wednesday, 05 August 2020 at 00:01 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, 32-minute period from Sunday, 02 August 2020 at 16:27 UTC to Wednesday, 05 August 2020 at 00:00 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 : 8859
Unique Edges : 7891
Edges With Duplicates : 10492
Total Edges : 18383
Number of Edge Types : 5
Retweet : 3527
MentionsInRetweet : 6167
Tweet : 1892
Mentions : 4032
Replies to : 2765
Self-Loops : 1965
Reciprocated Vertex Pair Ratio : 0.0302071346375144
Reciprocated Edge Ratio : 0.0586428371963139
Connected Components : 1592
Single-Vertex Connected Components : 471
Maximum Vertices in a Connected Component : 3484
Maximum Edges in a Connected Component : 9911
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 7.75464
Graph Density : 0.000136900551631617
Modularity : 0.577446
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 8,859 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, 05 August 2020 at 14:36 UTC.
The requested start date was Wednesday, 05 August 2020 at 00:01 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, 32-minute period from Sunday, 02 August 2020 at 16:27 UTC to Wednesday, 05 August 2020 at 00:00 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:
[436] koch,brothers [277] charles,koch [274] robert,koch [180] koch,bros [165] koch,institut [157] koch,network [132] covid,19 [114] postal,service [104] koch,walton [103] walton,family Top Word Pairs in Tweet in G1:
[96] postal,service [90] charles,koch [75] koch,brothers [68] trump's,admin [68] 50,year [68] year,war [60] one,billionaire [60] billionaire,vs [58] vs,mail [58] koch,50 Top Word Pairs in Tweet in G2:
[30] koch,brothers [19] trump,put [17] koch,bros [17] #kochbrothers,billionaires [17] billionaires,control [17] control,gop [17] gop,won [17] won,big [17] big,#taxscam [17] #taxscam,days Top Word Pairs in Tweet in G3:
[35] koch,brothers [34] robert,koch [25] kocham,cię [24] cię,kocham [24] kocham,cie [23] cie,kocham [21] heckler,koch [13] covid,19 [12] ed,koch [12] charles,koch Top Word Pairs in Tweet in G4:
[124] robert,koch [116] koch,institut [74] infektionsgefahr,gefüllten [71] schätzt,die [69] die,infektionsgefahr [56] rki,schätzt [53] gefüllten,klassenräumen [37] klassenräumen,hoch [37] hoch,bitte [37] bitte,retweeten Top Word Pairs in Tweet in G5:
[93] koch,federalist [89] glennkirschner2,baddcompani [89] baddcompani,koch [89] federalist,gop [89] gop,plan [89] plan,kill [89] kill,office [89] office,sell [89] sell,cheap [89] cheap,gop Top Word Pairs in Tweet in G6:
[37] phil,koch [28] koch,#photography [26] always,phil [25] arasaucedo24,always [6] casalettori,hakflak [6] hakflak,brindusab1 [6] brindusab1,bperrionni [6] bperrionni,josepcampo [6] josepcampo,cmont4560 [6] cmont4560,choco_sandy1 Top Word Pairs in Tweet in G7:
[36] koch,network [34] george,mason [34] mason,university [33] signed,stopcorpabuse [33] stopcorpabuse,petition [33] petition,george [33] university,cut [33] cut,ties [33] ties,koch [33] network,sign Top Word Pairs in Tweet in G8:
[66] gov,ducey [66] ducey,az [66] az,meeting [66] meeting,trump [66] trump,election [66] election,ducey [66] ducey,paid [66] paid,koch [66] koch,bros [65] karenaz_blue7,gov Top Word Pairs in Tweet in G9:
[70] learn,koch [70] koch,brothers [70] brothers,people [70] people,tinkering [70] tinkering,cdc [70] cdc,plan [70] plan,school [70] school,openings [69] aslavitt,learn [69] openings,allo Top Word Pairs in Tweet in G10:
[3] pantojaalber1,canaln_ [2] dra,dora [2] dora,moron [2] moron,ex [2] ex,procuradora [2] procuradora,anticorrupcion [2] anticorrupcion,cuzco [2] cuzco,detenida [2] detenida,juez [2] juez,denunciar Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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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:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: