The graph represents a network of 19,002 Twitter users whose recent tweets contained "Koch", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 20 August 2019 at 14:31 UTC.
The tweets in the network were tweeted over the 1-day, 18-hour, 22-minute period from Sunday, 18 August 2019 at 18:58 UTC to Tuesday, 20 August 2019 at 13:21 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 : 19002
Unique Edges : 27439
Edges With Duplicates : 7015
Total Edges : 34454
Self-Loops : 2998
Reciprocated Vertex Pair Ratio : 0.0147876362019124
Reciprocated Edge Ratio : 0.0291442971403528
Connected Components : 2042
Single-Vertex Connected Components : 964
Maximum Vertices in a Connected Component : 13596
Maximum Edges in a Connected Component : 26789
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.894071
Graph Density : 7.58356709559118E-05
Modularity : 0.727879
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5451] human,rights [5434] baby,girl [5434] girl,needs [5434] needs,mother [5434] mother,human [5434] rights,abuses [5434] abuses,government [5434] government,continue [5434] continue,end [2419] koch,brothers Top Word Pairs in Tweet in G1:
[5184] baby,girl [5184] girl,needs [5184] needs,mother [5184] mother,human [5184] human,rights [5184] rights,abuses [5184] abuses,government [5184] government,continue [5184] continue,end [8] koch,bros Top Word Pairs in Tweet in G2:
[273] koch,bros [173] mike,pompeo [165] koch,brothers [147] pompeo,west [147] west,point [147] point,harvard [147] harvard,law [147] law,koch [147] bros,front [147] front,man Top Word Pairs in Tweet in G3:
[473] koch,brothers [204] koch,boy [202] vp,koch [200] pence,taxes [200] taxes,'skyrocket' [200] 'skyrocket',dems [200] dems,win [200] win,vp [200] boy,protecting [200] protecting,1 Top Word Pairs in Tweet in G4:
[163] koch,brothers [46] greg,koch [42] koch,signature [42] signature,gristlemaster [42] gristlemaster,guitar [41] koch,bros [39] enter,win [39] win,reverend [38] reverend,greg [38] guitar,red Top Word Pairs in Tweet in G5:
[343] time,ask [343] ask,betoorourke [343] betoorourke,racist [343] racist,mad [343] mad,black [343] black,americans [343] americans,finding [343] finding,employment [230] koch,brothers [193] pro,mass Top Word Pairs in Tweet in G6:
[175] koch,brothers [57] social,security [52] u,s [52] charles,koch [50] koch,industries [42] mikeelk,scoop [40] pay,up [38] family,pay [36] andrewperezdc,davidsirota [36] davidsirota,koch Top Word Pairs in Tweet in G7:
[209] trump,s [205] heat,seeking [205] seeking,missile [205] missile,trump [205] s,ass [200] mike,pompeo [193] revealing,profile [193] profile,mike [193] pompeo,sbg1 [193] sbg1,uncovered Top Word Pairs in Tweet in G8:
[38] alle,flüchtlinge [30] urlaub,machen [26] detlef_koch_,wenn [23] hesika,detlef_koch_ [18] sie,uns [18] detlef_koch_,nein [18] sie,sich [18] urlaub,syrien [17] eher,anders [17] detlef_koch_,sie Top Word Pairs in Tweet in G9:
[149] fraser,institute [129] koch,brothers [52] koch,funded [50] sounds,koch [49] omg,jwrs [49] jwrs,father [49] father,law [49] law,co [49] co,founder [49] founder,fraser Top Word Pairs in Tweet in G10:
[138] koch,brothers [87] makeup,artists [77] occupational,licensing [54] overhauling,many [54] many,excessive [54] excessive,expensive [54] expensive,nonsensical [54] nonsensical,occupational [54] licensing,requirements [54] requirements,states Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: