The graph represents a network of 6,239 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 Friday, 25 October 2019 at 14:51 UTC.
The requested start date was Wednesday, 23 October 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, 23-hour, 30-minute period from Thursday, 17 October 2019 at 00:29 UTC to Wednesday, 23 October 2019 at 00:00 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 : 6239
Unique Edges : 6610
Edges With Duplicates : 1010
Total Edges : 7620
Number of Edge Types : 3
Mentions : 5386
Tweet : 1575
Replies to : 659
Self-Loops : 1575
Reciprocated Vertex Pair Ratio : 0.0306159420289855
Reciprocated Edge Ratio : 0.059412902091756
Connected Components : 1927
Single-Vertex Connected Components : 824
Maximum Vertices in a Connected Component : 307
Maximum Edges in a Connected Component : 730
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.692422
Graph Density : 0.000146175833108464
Modularity : 0.798701
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 6,239 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 Friday, 25 October 2019 at 14:51 UTC.
The requested start date was Wednesday, 23 October 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, 23-hour, 30-minute period from Thursday, 17 October 2019 at 00:29 UTC to Wednesday, 23 October 2019 at 00:00 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : Thought Leadership
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1160] thought,leadership [151] thought,provoking [92] don,t [87] find,out [71] free,pdf [71] pdf,copy [70] leadership,thought [69] thought,question [69] question,day [69] day,bernie Top Word Pairs in Tweet in G1:
[295] thought,leadership [26] thought,provoking [19] find,out [19] leadership,thought [19] thought,day [17] third,consecutive [17] consecutive,time [17] ranked,1 [17] don,t [16] capgemini,research Top Word Pairs in Tweet in G2:
[65] free,pdf [65] pdf,copy [56] latest,report [54] download,free [34] know,26 [34] professionals,female [33] ibm,know [32] 26,tech [32] tech,professionals [32] female,10 Top Word Pairs in Tweet in G3:
[46] leadership,race [44] race,thought [43] mmccdenier,life [43] life,long [43] long,conservative [43] conservative,voter [43] voter,until [43] until,shenanigans [43] shenanigans,leadership [42] jackiebullivant,mmccdenier Top Word Pairs in Tweet in G4:
[8] gtconway3d,realdonaldtrump [8] realdonaldtrump,rudygiuliani [8] rudygiuliani,1962 [8] 1962,john [8] john,kennedy [8] kennedy,managed [8] managed,cuban [8] cuban,missile [8] missile,crisis [8] crisis,more Top Word Pairs in Tweet in G5:
[24] happy,birthday [24] birthday,respected [24] respected,amitshah [24] amitshah,ji [24] ji,india's [24] india's,resurgence [24] resurgence,envisaged [24] envisaged,sri [24] sri,aurobindo [24] aurobindo,needed Top Word Pairs in Tweet in G6:
[69] thought,question [69] question,day [69] day,bernie [69] bernie,wins [69] wins,neoliberals [69] neoliberals,obstructionist [69] obstructionist,unify [69] unify,under [68] gaijingirl2004,thought [68] under,leader Top Word Pairs in Tweet in G7:
[50] before,sharing [50] sharing,cute [50] cute,baby [50] baby,photo [50] photo,think [50] think,whether [50] whether,contains [50] contains,information [50] information,don [50] don,t Top Word Pairs in Tweet in G8:
[60] s,market [60] market,thought [60] thought,leadership [60] leadership,gullible [60] gullible,audience [60] audience,customers [60] customers,product [60] product,s [59] _adefunke_,s Top Word Pairs in Tweet in G9:
[61] fear,much [61] much,world [61] world,right [61] right,now [61] now,lack [61] lack,leadership [61] leadership,trump [61] trump,going [61] going,world [61] world,much Top Word Pairs in Tweet in G10:
[7] klonick,jilliancyork [7] jilliancyork,sifill_ldf [7] sifill_ldf,finally [7] finally,want [7] want,thankful [7] thankful,important [7] important,research [5] nicolewong,klonick [5] research,thought [5] thought,lea Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G5:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: