The graph represents a network of 6,127 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 Thursday, 19 December 2019 at 17:06 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 3-day, 22-hour, 12-minute period from Saturday, 14 December 2019 at 02:49 UTC to Wednesday, 18 December 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 : 6127
Unique Edges : 6439
Edges With Duplicates : 606
Total Edges : 7045
Number of Edge Types : 3
Mentions : 5065
Replies to : 730
Tweet : 1250
Self-Loops : 1250
Reciprocated Vertex Pair Ratio : 0.0108342361863489
Reciprocated Edge Ratio : 0.0214362272240086
Connected Components : 1612
Single-Vertex Connected Components : 775
Maximum Vertices in a Connected Component : 1217
Maximum Edges in a Connected Component : 1665
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.207537
Graph Density : 0.000149144767456452
Modularity : 0.834612
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 6,127 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 Thursday, 19 December 2019 at 17:06 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 3-day, 22-hour, 12-minute period from Saturday, 14 December 2019 at 02:49 UTC to Wednesday, 18 December 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[615] thought,leadership [495] jo,swinson [468] always,thought [444] swinson,parachuted [444] parachuted,lords [443] thought,deal [443] deal,going [443] going,down [443] down,johnson [443] johnson,jo Top Word Pairs in Tweet in G1:
[247] thought,leadership [116] ve,discovered [116] discovered,ibm [115] 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:
[480] 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:
[128] re,looking [128] looking,back [128] back,boldest [128] boldest,moments [128] moments,2019 [128] 2019,pledged [128] pledged,#beequal [128] #beequal,hosted [128] hosted,#think2019 [128] #think2019,acquired Top Word Pairs in Tweet in G5:
[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 G6:
[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 G7:
[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 G8:
[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 G9:
[101] past,thought [101] thought,unnecessary [101] unnecessary,impeachment [101] impeachment,happened [101] happened,chuckle [100] jdrucker,past [100] chuckle,remorse Top Word Pairs in Tweet in G10:
[100] fudan,one [100] one,prominent [100] prominent,institutions [100] institutions,china [100] china,amended [100] amended,bylaws [100] bylaws,taking [100] taking,academic [100] academic,independence [99] amy_23_cheng,fudan Top Replied-To in Entire Graph:
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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: