The graph represents a network of 6,022 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, 14 September 2019 at 04:27 UTC.
The requested start date was Saturday, 14 September 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 6-day, 6-hour, 43-minute period from Thursday, 05 September 2019 at 17:58 UTC to Thursday, 12 September 2019 at 00:41 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 : 6022
Unique Edges : 6587
Edges With Duplicates : 962
Total Edges : 7549
Number of Edge Types : 3
Tweet : 1861
Mentions : 5006
Replies to : 682
Self-Loops : 1861
Reciprocated Vertex Pair Ratio : 0.0233258088788563
Reciprocated Edge Ratio : 0.0455882352941176
Connected Components : 2154
Single-Vertex Connected Components : 1068
Maximum Vertices in a Connected Component : 173
Maximum Edges in a Connected Component : 458
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.075117
Graph Density : 0.000150033942421496
Modularity : 0.789196
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1171] thought,leadership [327] ve,discovered [327] discovered,ibm [325] hey,ve [314] learn,here [175] more,people [173] ibm,enabling [173] enabling,more [173] people,africa [173] africa,adopt Top Word Pairs in Tweet in G1:
[298] ve,discovered [298] discovered,ibm [298] learn,here [296] hey,ve [291] thought,leadership [165] more,people [163] ibm,enabling [163] enabling,more [163] people,africa [163] africa,adopt Top Word Pairs in Tweet in G2:
[48] pdf,copy [48] free,pdf [46] download,free [41] copy,report [36] growing,shortage [36] shortage,skilled [34] skilled,talent [34] talent,download [34] report,top [34] top,3 Top Word Pairs in Tweet in G3:
[56] nadhimzahawi,stevebakerhw [56] stevebakerhw,borisjohnson [56] borisjohnson,amberruddhr [56] amberruddhr,thought [56] thought,boris [55] s__a__m,nadhimzahawi [55] boris,clearly [55] clearly,very [14] former,foreign [14] foreign,secretary Top Word Pairs in Tweet in G4:
[107] screed,#postmedia [107] #postmedia,apologizing [107] apologizing,quite [107] quite,postmedia [107] postmedia,leadership [107] leadership,promote [106] charlesadler,screed Top Word Pairs in Tweet in G5:
[40] thought,leadership [12] linkedin,thought [10] tyrona,one [10] one,favorite [10] favorite,speakers [10] speakers,today [10] today,inbound [10] inbound,sharing [10] sharing,linkedin [10] leadership,make Top Word Pairs in Tweet in G6:
[3] realdonaldtrump,thought [3] dem,leadership [3] taliban,leadership [3] mollymckew,jimsciutto [3] jimsciutto,ah [3] ah,#ppab [3] #ppab,potus [3] potus,desperately [3] desperately,trash [3] trash,talking Top Word Pairs in Tweet in G7:
[54] aoc,repaoc [53] repaoc,queen [53] queen,american [53] american,christian [53] christian,stupidity [53] stupidity,turned [53] turned,mouth [53] mouth,toilet [53] toilet,absurdity [52] connscg,aoc Top Word Pairs in Tweet in G8:
[55] feel,humbled [55] humbled,join [55] join,bishopjakes [55] bishopjakes,joshuaoigara [55] joshuaoigara,minded [55] minded,panelists [55] panelists,inaugural [55] inaugural,soar [55] soar,africa [54] fredmatiangi,feel Top Word Pairs in Tweet in G9:
[28] flaccid,feckless [28] feckless,andrewscheer [28] andrewscheer,post [28] post,proves [28] proves,ready [28] ready,think [28] think,average [28] average,canadians [28] canadians,associate [27] yyzkevinbull,flaccid Top Word Pairs in Tweet in G10:
[22] thought,leadership [6] latest,thought [6] leadership,daily [6] daily,thanks [5] link,gt [5] check,out [5] out,latest [5] latest,issue [5] issue,mazars [5] mazars,usa Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: