The graph represents a network of 5,767 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, 09 November 2019 at 15:56 UTC.
The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 4-day, 12-hour, 12-minute period from Friday, 01 November 2019 at 12:48 UTC to Wednesday, 06 November 2019 at 01:01 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 : 5767
Unique Edges : 5812
Edges With Duplicates : 645
Total Edges : 6457
Number of Edge Types : 3
Mentions : 4841
Tweet : 1202
Replies to : 414
Self-Loops : 1202
Reciprocated Vertex Pair Ratio : 0.0200121285627653
Reciprocated Edge Ratio : 0.0392390011890606
Connected Components : 1442
Single-Vertex Connected Components : 691
Maximum Vertices in a Connected Component : 1832
Maximum Edges in a Connected Component : 1855
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 2.566614
Graph Density : 0.000151747888475948
Modularity : 0.760907
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,767 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, 09 November 2019 at 15:56 UTC.
The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 4-day, 12-hour, 12-minute period from Friday, 01 November 2019 at 12:48 UTC to Wednesday, 06 November 2019 at 01:01 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:
[1735] leadership,provide [1734] #disney,owns [1734] owns,#abcnews [1734] #abcnews,therefore [1734] therefore,part [1734] part,concerted [1734] concerted,effort [1734] effort,leadership [1734] provide,cover [1733] cover,#epstein's Top Word Pairs in Tweet in G1:
[1725] #disney,owns [1725] owns,#abcnews [1725] #abcnews,therefore [1725] therefore,part [1725] part,concerted [1725] concerted,effort [1725] effort,leadership [1725] leadership,provide [1725] provide,cover [1725] cover,#epstein's Top Word Pairs in Tweet in G2:
[344] thought,leadership [85] guide,thought [80] marketer's,guide [79] content,marketer's [63] iâ,ve [62] hey,iâ [62] ve,discovered [62] discovered,ibm [62] learn,here [57] ã,ã Top Word Pairs in Tweet in G3:
[132] kind,leadership [132] leadership,croydon [132] croydon,deserves [132] deserves,need [132] need,truthful [132] truthful,leaders [132] leaders,kept [132] kept,quiet [132] quiet,thought [131] jaydetedwards,kind Top Word Pairs in Tweet in G4:
[62] free,pdf [60] pdf,copy [54] find,out [47] download,free [34] latest,report [27] report,find [26] copy,latest [26] copy,report [24] thought,leadership [19] downloading,free Top Word Pairs in Tweet in G5:
[11] close,out [11] out,one [11] one,further [11] further,action [11] action,thought [11] thought,mayor [11] mayor,town [11] town,pro [11] pro,anti [11] anti,maga Top Word Pairs in Tweet in G6:
[32] reading,#thoughtleadership [21] #thoughtleadership,boss [21] boss,leader [21] leader,#influence [21] #influence,#frizemedia [21] charlesfrize,#thoughtleadership [20] #thoughtleadership,art [19] charlesfrize,reading [18] art,influence [18] influence,#frizemedia Top Word Pairs in Tweet in G7:
[56] surely,take [56] take,down [56] down,rahulgandhi [56] rahulgandhi,without [56] without,learning [56] learning,aikido [56] aikido,leadership [56] leadership,skills [56] skills,moreover [56] moreover,kid Top Word Pairs in Tweet in G8:
[29] doug,ford [29] ford,take [29] take,run [29] run,pcp [29] pcp,leadership [29] leadership,thought [29] thought,scheer [29] scheer,lost [29] lost,seats [29] seats,ontario Top Word Pairs in Tweet in G9:
[39] content,marketer's [39] marketer's,guide [39] guide,thought [39] thought,leadership [22] leadership,hubspot [8] hubspot,#inboundmarketing [5] #inboundmarketing,#digitalmarketing [4] leadership,#inbound [4] hubspot,#marketing [4] leadership,#socialselling Top Word Pairs in Tweet in G10:
[31] thought,leadership [27] leadership,systems [19] moving,thought [18] â,œmoving [18] œmoving,thought [17] systems,leadership [14] live,now [14] now,moving [14] leadership,lisamwitter [14] lisamwitter,pabeywardena Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: