The graph represents a network of 2,329 Twitter users whose recent tweets contained "kochbrothers", 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 18:32 UTC.
The tweets in the network were tweeted over the 9-day, 8-hour, 47-minute period from Sunday, 11 August 2019 at 09:37 UTC to Tuesday, 20 August 2019 at 18:25 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 : 2329
Unique Edges : 4401
Edges With Duplicates : 2509
Total Edges : 6910
Self-Loops : 251
Reciprocated Vertex Pair Ratio : 0.00674432863274065
Reciprocated Edge Ratio : 0.0133982947624848
Connected Components : 163
Single-Vertex Connected Components : 81
Maximum Vertices in a Connected Component : 1831
Maximum Edges in a Connected Component : 6244
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.010816
Graph Density : 0.000908535586708158
Modularity : 0.535379
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[352] trump,put [352] put,former [352] former,#kochbrothers [352] #kochbrothers,employee [352] employee,charge [352] charge,epa [352] epa,regulation [352] regulation,toxic [352] toxic,chemicals [352] chemicals,contaminating Top Word Pairs in Tweet in G1:
[162] gop,owned [97] millions,dollars [95] #kochbrothers,given [95] given,hiring [95] hiring,firing [95] firing,public [95] public,university [95] university,professors [95] professors,exchange [95] exchange,millions Top Word Pairs in Tweet in G2:
[319] trump,put [319] put,former [319] former,#kochbrothers [319] #kochbrothers,employee [319] employee,charge [319] charge,epa [319] epa,regulation [319] regulation,toxic [319] toxic,chemicals [319] chemicals,contaminating Top Word Pairs in Tweet in G3:
[50] saw,cut [50] cut,bars [50] bars,#kochbrothers' [50] #kochbrothers',prison [50] prison,forced [50] forced,live [28] white,house [27] #kochbrothers,#kochnetwork [24] tentoads4truth,#kochbrothers [23] https,t Top Word Pairs in Tweet in G4:
[146] #kochbrothers,billionaires [146] billionaires,control [146] control,gop [146] gop,won [146] won,big [146] big,#taxscam [146] #taxscam,days [146] days,passed [146] passed,spineless [146] spineless,speakerryan Top Word Pairs in Tweet in G5:
[7] koch,brothers [3] far,right [3] #kochbrothers,#climatecrisis [3] right,wing [2] global,machine [2] machine,behind [2] behind,rise [2] rise,far [2] right,nationalism [2] #kochbrothers,criminals Top Word Pairs in Tweet in G6:
[38] alec,#kochbrothers [37] discussed,above [37] above,alec [37] #kochbrothers,legislative [37] legislative,arm [37] arm,driving [37] driving,move [37] move,derail [37] derail,efforts [37] efforts,curb Top Word Pairs in Tweet in G7:
[19] jeremycorbyn,seumasmilne [19] gchq,oecd [14] arron_banks,kremlinrussia_e [13] #capitalgroup,#kochbrothers [12] seumasmilne,uklabour [10] 3,rich [10] rich,men [10] men,screwing [10] screwing,up [10] up,uk Top Word Pairs in Tweet in G8:
[10] public,transportation [7] light,rail [7] public,transit [7] kochindustries,#kochbrothers [6] transportation,sucks [6] patriotact,hasanminhaj [6] backed,#kochbrothers [6] galeshira,govabbott [6] govabbott,kochindustries [6] #hate,based Top Word Pairs in Tweet in G9:
[4] #gotv2020,#voteblue2020 [4] #voteblue2020,#votedemocrat [4] #votedemocrat,#randpaul [4] #randpaul,#repubfuglygreedyoldpervert [4] #repubfuglygreedyoldpervert,#teabaggingpos [4] #teabaggingpos,#johnbirchsociety [4] #johnbirchsociety,#catoinstitute [4] #catoinstitute,#kochbrothers [4] #kochbrothers,#putinspuppet [4] #putinspuppet,h Top Word Pairs in Tweet in G10:
[9] #kochfoods,#koch [6] reminder,koch [6] koch,foods [6] foods,still [6] still,prosecuted [6] prosecuted,hiring [6] hiring,hundreds [6] hundreds,illegal [6] illegal,immigrants [6] immigrants,illegal 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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