The graph represents a network of 5,832 Twitter users whose recent tweets contained "forbes", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 23:35 UTC.
The tweets in the network were tweeted over the 2148-day, 9-hour, 52-minute period from Tuesday, 18 April 2017 at 15:07 UTC to Tuesday, 07 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 5832
Unique Edges : 5159
Edges With Duplicates : 10908
Total Edges : 16067
Number of Edge Types : 9
Tweet : 1522
Mentions : 1122
MentionsInReplyTo : 4798
Replies to : 1524
Retweet : 2548
MentionsInRetweet : 3840
Quote : 169
MentionsInQuote : 350
MentionsInQuoteReply : 194
Self-Loops : 1934
Reciprocated Vertex Pair Ratio : 0.0242682011508631
Reciprocated Edge Ratio : 0.0473864191499756
Connected Components : 1125
Single-Vertex Connected Components : 558
Maximum Vertices in a Connected Component : 2687
Maximum Edges in a Connected Component : 10144
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.251706
Graph Density : 0.000240778263098302
Modularity : 0.489929
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,832 Twitter users whose recent tweets contained "forbes", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 23:35 UTC.
The tweets in the network were tweeted over the 2148-day, 9-hour, 52-minute period from Tuesday, 18 April 2017 at 15:07 UTC to Tuesday, 07 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : forbes
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:
[287] kate,forbes [177] forbes,japan [162] forbes,จ [162] บร,ำรวยมาตลอดโดยม [162] ก,forbes [162] นว,ตร [162] พย,ส [162] ดร,ท [162] นหน,งในมหาเศรษฐ [162] ดอ,นด Top Word Pairs in Tweet in G1:
[54] former,president [34] forbes,brainchip [33] brainchip_inc,forbes [32] research,finds [29] president,donald [29] donald,trump [27] bot,campaign [26] ten,cities [25] build,ten [24] president,trump Top Word Pairs in Tweet in G2:
[123] forbes,japan [39] #ai,#ml [35] #automation,#ai [35] industry,futurist [35] insights,wide [35] shared,insights [35] marr,shared [35] roles,impact [35] bernard,marr [35] wide,array Top Word Pairs in Tweet in G3:
[126] bbcbreaking,euromaidanpress [122] bbcworld,bbcbreaking [116] euromaidanpress,rferl [113] rferl,dwnews [104] dwnews,guardian [101] guardian,guardiannews [90] reuters,breakingviews [84] breakingviews,cnn [83] forbes,afp [83] cnn,cnnbrk Top Word Pairs in Tweet in G4:
[121] kate,forbes [58] humza,yousaf [44] kate,forbes' [41] mike,russell [41] plans,bollocks [41] yousaf,kate [41] wait,mike [41] forbes',indy [41] basically,humza [41] indy,plans Top Word Pairs in Tweet in G5:
[162] งในมหาเศรษฐ,ไทยท [162] ส,นอย [162] นด,บร [162] 000,ล [162] ราว,000 [162] บร,ำรวยมาตลอดโดยม [162] forbes,จ [162] ล,านเหร [162] นว,ตร [162] ทร,พย Top Word Pairs in Tweet in G6:
[15] trippbraden,paula_piccard [15] #bigdata,#analytics [15] paula_piccard,haroldsinnott [15] #blockchain,#tech [15] #tech,#data [15] #ml,#artificialintelligence [15] #artificialintelligence,#machinelearning [15] #analytics,#blockchain [15] #machinelearning,#datascience [15] nicochan33,trippbraden Top Word Pairs in Tweet in G7:
[87] 70,80 [85] drive,70 [85] 85,consumer [85] spending,consumers [85] make,85 [85] women,make [85] walgreens,women [85] consumer,purchases [85] 80,spending [85] hey,walgreens Top Word Pairs in Tweet in G8:
[65] trump,build [65] build,cities [65] build,wall [65] wall,build [64] projectlincoln,trump [17] hqdepot1,marshablackburn [15] joe,years [15] inflationary,damage [15] undo,inflationary [15] perhaps,important Top Word Pairs in Tweet in G9:
[9] ciudadanos,estadounidenses [7] rey,españa [7] felipe,entregó [7] bajo,ninguna [7] tras,secuestro [7] eu,recomienda [7] recomienda,viajar [7] estado,eu [7] estadounidenses,departamento [7] premio,economía Top Word Pairs in Tweet in G10:
[79] president,zelensky [79] billionaire,much [79] veinte,treinta [79] dólares,mínimo [79] zelensky,billionaire [79] much,worth [79] worth,veinte [79] millones,dólares [79] treinta,millones [78] escesarvidal,president Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: