The graph represents a network of 6,146 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 Wednesday, 18 December 2019 at 17:07 UTC.
The requested start date was Wednesday, 18 December 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, 2-hour, 17-minute period from Friday, 13 December 2019 at 22:42 UTC to Wednesday, 18 December 2019 at 00:59 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 : 6146
Unique Edges : 6384
Edges With Duplicates : 635
Total Edges : 7019
Number of Edge Types : 3
Mentions : 5001
Replies to : 757
Tweet : 1261
Self-Loops : 1261
Reciprocated Vertex Pair Ratio : 0.0109349371241115
Reciprocated Edge Ratio : 0.0216333153055706
Connected Components : 1639
Single-Vertex Connected Components : 779
Maximum Vertices in a Connected Component : 1207
Maximum Edges in a Connected Component : 1630
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.209826
Graph Density : 0.000146873594182461
Modularity : 0.831847
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 6,146 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 Wednesday, 18 December 2019 at 17:07 UTC.
The requested start date was Wednesday, 18 December 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, 2-hour, 17-minute period from Friday, 13 December 2019 at 22:42 UTC to Wednesday, 18 December 2019 at 00:59 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[626] thought,leadership [492] jo,swinson [467] always,thought [443] swinson,parachuted [443] parachuted,lords [442] thought,deal [442] deal,going [442] going,down [442] down,johnson [442] johnson,jo Top Word Pairs in Tweet in G1:
[250] thought,leadership [115] ve,discovered [115] discovered,ibm [114] hey,ve [104] leadership,synonym [104] synonym,attention [66] ibm,enabling [66] enabling,more [66] more,people [66] people,africa Top Word Pairs in Tweet in G2:
[478] jo,swinson [433] always,thought [433] thought,deal [433] deal,going [433] going,down [433] down,johnson [433] johnson,jo [433] swinson,parachuted [433] parachuted,lords [432] hepworthclare,always Top Word Pairs in Tweet in G3:
[118] go,six [118] six,possible [118] possible,contenders [118] contenders,single [118] single,ethnic [118] ethnic,minority [118] minority,thought [118] thought,uklabour [118] uklabour,party [117] giftcee,go Top Word Pairs in Tweet in G4:
[153] wanted,see [153] see,ordinary [153] ordinary,voters [153] voters,thought [153] thought,impeachment [153] impeachment,went [153] went,republican [153] republican,leadership [153] leadership,conference [153] conference,asked Top Word Pairs in Tweet in G5:
[138] think,re [138] re,going [138] going,surprised [138] surprised,many [138] many,democrats [138] democrats,defect [138] defect,leadership [138] leadership,vote [138] vote,against [137] epochtimes,think Top Word Pairs in Tweet in G6:
[118] re,looking [118] looking,back [118] back,boldest [118] boldest,moments [118] moments,2019 [118] 2019,pledged [118] pledged,#beequal [118] #beequal,hosted [118] hosted,#think2019 [118] #think2019,acquired Top Word Pairs in Tweet in G7:
[59] defining,everyone [59] everyone,everyone [59] everyone,economy [59] economy,e2e [59] e2e,economy [59] economy,orchestrated [59] orchestrated,symbiotic [59] symbiotic,contextual [59] contextual,cognitive [59] cognitive,source Top Word Pairs in Tweet in G8:
[51] lib,mp [51] mp,libdemdaisy [51] libdemdaisy,refused [51] refused,rule [51] rule,running [51] running,lib [51] lib,leadership [51] leadership,mp [50] rachael_swindon,lib [50] mp,aust Top Word Pairs in Tweet in G9:
[8] under,corbyn [7] paulkrugman,loyalty [7] loyalty,purges [7] purges,under [7] corbyn,books [7] books,shelf [7] shelf,thought [7] thought,better [6] rfewtrelluk,paulkrugman [6] better,resear Top Word Pairs in Tweet in G10:
[101] past,thought [101] thought,unnecessary [101] unnecessary,impeachment [101] impeachment,happened [101] happened,chuckle [100] jdrucker,past [100] chuckle,remorse Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: