The graph represents a network of 5,768 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, 08 November 2019 at 15:51 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, 6-hour, 54-minute period from Friday, 01 November 2019 at 18:06 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 : 5768
Unique Edges : 5917
Edges With Duplicates : 690
Total Edges : 6607
Number of Edge Types : 3
Mentions : 5042
Tweet : 1169
Replies to : 396
Self-Loops : 1169
Reciprocated Vertex Pair Ratio : 0.0192307692307692
Reciprocated Edge Ratio : 0.0377358490566038
Connected Components : 1375
Single-Vertex Connected Components : 641
Maximum Vertices in a Connected Component : 1768
Maximum Edges in a Connected Component : 1786
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 2.13503
Graph Density : 0.000156144518275222
Modularity : 0.763652
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,768 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, 08 November 2019 at 15:51 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, 6-hour, 54-minute period from Friday, 01 November 2019 at 18:06 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:
[320] thought,leadership [85] guide,thought [80] marketer's,guide [79] content,marketer's [62] hey,ve [62] ve,discovered [62] discovered,ibm [62] learn,here [49] thought,factory [48] cracked,up 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:
[79] free,pdf [77] pdf,copy [75] find,out [65] download,free [44] latest,report [41] report,find [37] copy,report [32] copy,latest [26] thought,leadership [23] downloading,free Top Word Pairs in Tweet in G5:
[91] surely,take [91] take,down [91] down,rahulgandhi [91] rahulgandhi,without [91] without,learning [91] learning,aikido [91] aikido,leadership [91] leadership,skills [91] skills,moreover [91] moreover,kid Top Word Pairs in Tweet in G6:
[31] reading,#thoughtleadership [21] #thoughtleadership,boss [21] boss,leader [21] leader,#influence [21] #influence,#frizemedia [21] charlesfrize,#thoughtleadership [19] #thoughtleadership,art [18] charlesfrize,reading [18] #thoughtleadership,tolerating [18] tolerating,habits Top Word Pairs in Tweet in G7:
[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 G8:
[4] realdonaldtrump,thought [4] donald,j [4] j,trump [2] never,thought [2] leadership,role [2] saying,leadership [2] dumb,ass [2] ass,colleagues [2] colleagues,mark [2] mark,believe 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 [7] #inboundmarketing,#digitalmarketing [4] leadership,#inbound [4] hubspot,#marketing [4] leadership,#socialselling Top Word Pairs in Tweet in G10:
[37] moving,thought [31] thought,leadership [27] leadership,systems [26] systems,leadership [14] live,now [14] now,moving [14] leadership,lisamwitter [14] lisamwitter,pabeywardena [14] pabeywardena,#gfc19 [14] real,estate Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
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: