The graph represents a network of 5,883 Twitter users whose tweets in the requested range contained "Thought Leadership", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 13 April 2019 at 01:16 UTC.
The requested start date was Saturday, 13 April 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 5-day, 2-hour, 35-minute period from Sunday, 07 April 2019 at 21:20 UTC to Friday, 12 April 2019 at 23:55 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 : 5883
Unique Edges : 6547
Edges With Duplicates : 997
Total Edges : 7544
Number of Edge Types : 3
Mentions : 5331
Tweet : 1688
Replies to : 525
Self-Loops : 1688
Reciprocated Vertex Pair Ratio : 0.0237442922374429
Reciprocated Edge Ratio : 0.0463871543264942
Connected Components : 1907
Single-Vertex Connected Components : 891
Maximum Vertices in a Connected Component : 246
Maximum Edges in a Connected Component : 574
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.06775
Graph Density : 0.000161976402248932
Modularity : 0.79754
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1276] thought,leadership [235] thread,going [235] going,wait [235] wait,one [235] one,events [235] events,moving [235] moving,fast [235] fast,whole [235] whole,brexit [235] brexit,debacle Top Word Pairs in Tweet in G1:
[415] thought,leadership [42] study,shows [42] shows,thought [42] leadership,delivers [42] delivers,real [42] real,roi [42] done,right [41] roi,s [41] s,done [38] #leadership,#leaders Top Word Pairs in Tweet in G2:
[235] thread,going [235] going,wait [235] wait,one [235] one,events [235] events,moving [235] moving,fast [235] fast,whole [235] whole,brexit [235] brexit,debacle [235] debacle,aside Top Word Pairs in Tweet in G3:
[161] leadership,uklabour [160] under,jeremycorbyn [159] jeremycorbyn,s [159] s,leadership [159] uklabour,experienced [159] experienced,more [159] more,antisemitic [159] antisemitic,abuse [159] abuse,thought [158] ellarachelrose,under Top Word Pairs in Tweet in G4:
[163] israel,birth [163] birth,survived [163] survived,multiple [163] multiple,wars [163] wars,intifadahs [163] intifadahs,terrorist [163] terrorist,attacks [163] attacks,more [163] more,thought [162] richardhaass,israel Top Word Pairs in Tweet in G5:
[103] laser,possibly [103] possibly,sniper [103] sniper,gun [103] gun,aimed [103] aimed,rahulgandhi [103] rahulgandhi,ji [103] ji,evil [103] evil,thought [103] thought,process [103] process,incindia Top Word Pairs in Tweet in G6:
[82] find,out [26] #ai,create [24] 14m,new [24] new,views [24] views,platforms [24] platforms,without [24] without,human [24] human,intervention [23] helped,wimbledon [23] wimbledon,generate Top Word Pairs in Tweet in G7:
[43] thought,leadership [41] cxo,year [41] year,award [40] award,outstanding [40] outstanding,#iot [39] #iotworld,cxo [39] #iot,thought [37] pwc's,mikequindazzi [37] mikequindazzi,nominated [37] nominated,#iotworld Top Word Pairs in Tweet in G8:
[3] rossswan2,rucsb [3] rucsb,kritimakhija [3] kritimakhija,rajansinha [3] rajansinha,proventushr [3] proventushr,sunitaviolin [3] sunitaviolin,manuproventushr [3] manuproventushr,archnahr [3] archnahr,dramitinspires [3] dramitinspires,shamikv [2] women,leadership Top Word Pairs in Tweet in G9:
[30] thought,doug [30] doug,fords [30] fords,chief [30] chief,staff [30] staff,connected [30] connected,jason [30] jason,kenney [30] kenney,fraud [30] fraud,leadership [30] leadership,scheme Top Word Pairs in Tweet in G10:
[2] bjp4india,amitshah [2] chatbycc,realdonaldtrump [2] thought,out [2] realdonaldtrump,netanyahu [2] netanyahu,god [2] god,hand [2] hand,two [2] two,world [2] world,leaders [2] leaders,elections 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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