The graph represents a network of 6,023 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, 15 June 2019 at 01:17 UTC.
The requested start date was Saturday, 15 June 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 3-day, 17-hour, 3-minute period from Monday, 10 June 2019 at 19:57 UTC to Friday, 14 June 2019 at 13:00 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 : 6023
Unique Edges : 6445
Edges With Duplicates : 642
Total Edges : 7087
Number of Edge Types : 3
Mentions : 5428
Tweet : 1139
Replies to : 520
Self-Loops : 1139
Reciprocated Vertex Pair Ratio : 0.0266193433895297
Reciprocated Edge Ratio : 0.0518582541054451
Connected Components : 1431
Single-Vertex Connected Components : 570
Maximum Vertices in a Connected Component : 1305
Maximum Edges in a Connected Component : 1637
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.46677
Graph Density : 0.00015949598276903
Modularity : 0.839276
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1024] thought,leadership [687] boris,johnson [409] tory,leadership [297] interesting,thought [296] thought,experiment [295] experiment,boris [295] johnson,feminist [295] feminist,name [293] name,british [293] british,press Top Word Pairs in Tweet in G1:
[228] thought,leadership [60] tory,leadership [23] leadership,contest [15] leadership,race [14] thought,leader [14] find,out [13] leadership,content [13] boris,johnson [12] leadership,thought [12] help,make Top Word Pairs in Tweet in G2:
[272] yesterday,boris [272] boris,johnson [272] johnson,admitted [272] admitted,still [272] still,thought [272] thought,muslim [272] muslim,women [272] women,look [272] look,bank [272] bank,robbers Top Word Pairs in Tweet in G3:
[291] boris,johnson [289] interesting,thought [289] thought,experiment [289] experiment,boris [289] johnson,feminist [289] feminist,name [289] name,british [289] british,press [289] press,give [289] give,woman Top Word Pairs in Tweet in G4:
[153] took,umbrage [153] umbrage,rorystewartuk [153] rorystewartuk,telling [153] telling,hadn [153] hadn,t [153] t,thought [153] thought,remain [153] remain,position [153] position,through [153] through,few Top Word Pairs in Tweet in G5:
[147] thought,lead [145] lead,day [145] day,leadership [145] leadership,skill [145] skill,really [145] really,comfort [145] comfort,handling [145] handling,ambiguity [145] ambiguity,handling [145] handling,yourself Top Word Pairs in Tweet in G6:
[67] s,interesting [67] interesting,beijing [67] beijing,s [67] s,miscalculation [67] miscalculation,again [67] again,thought [67] thought,energy [67] energy,spent [67] spent,post [66] melissakchan,s Top Word Pairs in Tweet in G7:
[81] tory,leadership [44] leadership,election [44] election,6 [44] 6,00 [44] 00,pm [44] pm,thought [44] thought,day [44] day,1 [40] dpjhodges,tory [40] jon,snow Top Word Pairs in Tweet in G8:
[90] listening,out [90] out,takes [90] takes,#bobhawke's [90] #bobhawke's,life [90] life,famous [90] famous,statements [90] statements,glaringly [90] glaringly,reminds [90] reminds,extreme [89] aarondodd,listening Top Word Pairs in Tweet in G9:
[9] potus,emerge [9] emerge,significant [9] significant,figure [9] figure,border [9] border,crisis [9] crisis,gone [9] gone,against [8] against,congressional [8] congressional,grain [8] grain,thought Top Word Pairs in Tweet in G10:
[10] tory,leadership [6] leadership,bid [6] leadership,contest [5] self,serving [5] andrealeadsom,thought [3] chukaumunna,libdems [3] weary,exasperated [3] exasperated,brexit [3] brexit,guardian [3] guardian,headline Top Replied-To in Entire Graph:
Top Replied-To in G3:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: