The graph represents a network of 8,684 Twitter users whose tweets in the requested range contained "forbes", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 21 June 2022 at 22:43 UTC.
The requested start date was Tuesday, 21 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 2-hour, 33-minute period from Saturday, 18 June 2022 at 04:59 UTC to Monday, 20 June 2022 at 07:33 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 : 8684
Unique Edges : 6742
Edges With Duplicates : 12571
Total Edges : 19313
Number of Edge Types : 5
Replies to : 1815
Mentions : 4819
Tweet : 2074
Retweet : 4185
MentionsInRetweet : 6420
Self-Loops : 2152
Reciprocated Vertex Pair Ratio : 0.0114553242354816
Reciprocated Edge Ratio : 0.0226511719519401
Connected Components : 1483
Single-Vertex Connected Components : 725
Maximum Vertices in a Connected Component : 4524
Maximum Edges in a Connected Component : 13120
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.535611
Graph Density : 0.00013466276988984
Modularity : 0.514339
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,684 Twitter users whose tweets in the requested range contained "forbes", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 21 June 2022 at 22:43 UTC.
The requested start date was Tuesday, 21 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 2-hour, 33-minute period from Saturday, 18 June 2022 at 04:59 UTC to Monday, 20 June 2022 at 07:33 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 : 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:
[265] tratar,asuntos [264] hijo,presidente [259] congreso,tratar [258] #ultimahora,hijo [258] presidente,lópez [258] lópez,obrador [258] obrador,#joseramonlopezbeltran [258] #joseramonlopezbeltran,visitar [258] visitar,congreso [257] lkabrerar,#ultimahora Top Word Pairs in Tweet in G1:
[202] paultassi,forbes [53] warren,buffett [53] riovany3,paultassi [51] buffett,announced [51] donated,roughly [51] roughly,billion [51] billion,worth [51] worth,conglomerate [51] conglomerate,berkshire [51] berkshire,hathaway Top Word Pairs in Tweet in G2:
[105] forbes,japan [32] japan,#yahooニュース [23] yahoo,ニュース [22] ドラマ,おっさんずラブ [22] おっさんずラブ,の香港リメイク版はなぜヒットしたのか [22] の香港リメイク版はなぜヒットしたのか,forbes [18] japan,yahoo [14] under,30 [14] ethereum,bnb [14] bnb,xrp Top Word Pairs in Tweet in G3:
[264] tratar,asuntos [263] hijo,presidente [258] congreso,tratar [257] #ultimahora,hijo [257] presidente,lópez [257] lópez,obrador [257] obrador,#joseramonlopezbeltran [257] #joseramonlopezbeltran,visitar [257] visitar,congreso [256] lkabrerar,#ultimahora Top Word Pairs in Tweet in G4:
[36] #datascience,#bigdata [30] #bigdata,#analytics [28] #tech,#data [28] #machinelearning,#datascience [28] #ai,#ml [27] #ml,#artificialintelligence [27] #artificialintelligence,#machinelearning [27] #analytics,#blockchain [27] #blockchain,#tech [27] #data,nicochan33 Top Word Pairs in Tweet in G5:
[47] abc,nbcnews [47] nbcnews,cbsnews [47] cbsnews,reuters [47] reuters,cnn [47] cnn,cnbc [47] cnbc,squawkcnbc [47] squawkcnbc,jchatterleycnn [41] sec,crypto [41] crypto,bait [40] #xrpcommunity,abc Top Word Pairs in Tweet in G6:
[35] apuesta,salvador [35] salvador,#bitcoin [35] #bitcoin,perdió [35] perdió,mitad [35] mitad,valor [35] forbes_mexico,apuesta [15] danna,paola [10] bonito,volver [10] volver,leer [10] leer,revista Top Word Pairs in Tweet in G7:
[2] response,covid Top Word Pairs in Tweet in G8:
[54] presidente,nayibbukele [50] revista,forbes_ca [28] nayibbukele,destaca [26] #resistencia,presidente [26] nayibbukele,destacó [24] #emisióndebono,presidente [24] destaca,publicación [24] publicación,revista [24] forbes_ca,anuncia [24] resistencia1821,#resistencia Top Word Pairs in Tweet in G9:
[59] good,news [59] news,prices [59] prices,dropped [59] dropped,cities [59] cities,chicago [59] chicago,san [59] san,francisco [59] francisco,gas [59] gas,expensive [59] expensive,states Top Word Pairs in Tweet in G10:
[38] davenewworld_2,billmaher [35] billmaher,conveniently [35] conveniently,know [35] know,krystal [35] krystal,ball [35] ball,school [35] school,rich [35] rich,people [34] bluetsunami20,davenewworld_2 [17] qasimrashid,krystalball Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: