The graph represents a network of 6,333 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, 02 October 2019 at 21:42 UTC.
The requested start date was Wednesday, 02 October 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 1-hour, 0-minute period from Sunday, 29 September 2019 at 23:00 UTC to Wednesday, 02 October 2019 at 00:01 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 : 6333
Unique Edges : 8076
Edges With Duplicates : 2289
Total Edges : 10365
Number of Edge Types : 3
Tweet : 1311
Mentions : 7658
Replies to : 1396
Self-Loops : 1311
Reciprocated Vertex Pair Ratio : 0.0231236274383155
Reciprocated Edge Ratio : 0.0452020202020202
Connected Components : 1098
Single-Vertex Connected Components : 382
Maximum Vertices in a Connected Component : 2461
Maximum Edges in a Connected Component : 5380
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.675376
Graph Density : 0.000197503495961502
Modularity : 0.753053
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[572] koch,brothers [235] david,koch [194] s,koch [184] deep,state [181] white,nationalist [179] state,s [179] brothers,conservative [179] conservative,white [179] nationalist,billionaires [179] billionaires,installed Top Word Pairs in Tweet in G1:
[111] koch,brothers [54] koch,funded [44] tentoads4truth,icymi [42] cites,koch [41] treasury,cites [41] funded,research [41] research,critique [41] critique,consumer [41] consumer,protections [41] 10,27 Top Word Pairs in Tweet in G2:
[33] koch,brothers [20] david,koch [12] robert,koch [12] koch,industries [11] koch,bros [10] christina,koch [8] ed,koch [7] charles,koch [7] electric,car [6] koch,s Top Word Pairs in Tweet in G3:
[40] thedemocrats,needs [40] needs,republicans [40] republicans,speakerpelosi [40] speakerpelosi,endorsed [40] endorsed,someone [40] someone,calls [40] calls,himself [40] himself,democrat [39] johnnyakzam,thedemocrats [30] koch,brothers Top Word Pairs in Tweet in G4:
[2] symk,geraldkutney [2] geraldkutney,bjornlomborg [2] koch,industries [2] koch,brothers Top Word Pairs in Tweet in G5:
[176] koch,brothers [175] deep,state [175] state,s [175] s,koch [175] brothers,conservative [175] conservative,white [175] white,nationalist [175] nationalist,billionaires [175] billionaires,installed [174] kenolin1,deep Top Word Pairs in Tweet in G6:
[8] sadandmadusa,nasty_woman1 [8] nasty_woman1,shdbwriting [8] shdbwriting,bandieranancy [8] bandieranancy,soo_ceeq [8] soo_ceeq,zazzybritches [8] zazzybritches,davidlaes [8] davidlaes,ldog562 [8] ldog562,wdrilling [8] wdrilling,kscancion [7] bandieranancy,sanesophisticat Top Word Pairs in Tweet in G7:
[86] #kochbrothers,billionaires [86] billionaires,control [86] control,gop [86] gop,won [86] won,big [86] big,#taxscam [86] #taxscam,days [86] days,passed [86] passed,spineless [86] spineless,speakerryan Top Word Pairs in Tweet in G8:
[87] libertarian,party [87] party,vp [87] vp,candidate [87] candidate,david [87] david,koch [87] koch,advocated [87] advocated,abolishing [87] abolishing,things [51] popehat,3 [51] 3,remember Top Word Pairs in Tweet in G9:
[109] person,arrest [109] arrest,treason [109] treason,donald [109] donald,trump [109] trump,oh [109] oh,pounce [109] pounce,mcconnell [109] mcconnell,barr [109] barr,miller [109] miller,miss Top Word Pairs in Tweet in G10:
[6] maximize,production [6] production,methane [6] methane,pollution [6] pollution,rivers [6] rivers,death [6] death,butterflies [6] butterflies,mention [6] mention,ensuring [6] medcannabis1,repalgreen [6] repalgreen,thank 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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