The graph represents a network of 8,706 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, 22 June 2021 at 20:53 UTC.
The requested start date was Tuesday, 22 June 2021 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, 3-minute period from Saturday, 19 June 2021 at 05:29 UTC to Monday, 21 June 2021 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 : 8706
Unique Edges : 6271
Edges With Duplicates : 12449
Total Edges : 18720
Number of Edge Types : 5
Retweet : 4670
MentionsInRetweet : 6520
Tweet : 2063
Mentions : 4404
Replies to : 1063
Self-Loops : 2124
Reciprocated Vertex Pair Ratio : 0.0101235067827495
Reciprocated Edge Ratio : 0.0200440970134295
Connected Components : 1587
Single-Vertex Connected Components : 818
Maximum Vertices in a Connected Component : 4546
Maximum Edges in a Connected Component : 12365
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.118765
Graph Density : 0.000131660670155186
Modularity : 0.526123
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,706 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, 22 June 2021 at 20:53 UTC.
The requested start date was Tuesday, 22 June 2021 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, 3-minute period from Saturday, 19 June 2021 at 05:29 UTC to Monday, 21 June 2021 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:
[403] billboard,200 [302] top,10 [275] pop,group [274] group,twice [274] twice,polo [274] polo,maroon [274] maroon,migos [274] migos,debut [274] debut,albums [274] albums,inside Top Word Pairs in Tweet in G1:
[355] billboard,200 [281] top,10 [272] pop,group [272] group,twice [272] twice,polo [272] polo,maroon [272] maroon,migos [272] migos,debut [272] debut,albums [272] albums,inside Top Word Pairs in Tweet in G2:
[64] forbes,japan [30] malcolm,forbes [30] bryn,forbes [23] cease,dream [23] dream,cease [23] cease,live [23] live,malcolm [19] breaking,news [18] forbes,breaking [16] japan,フォーブス Top Word Pairs in Tweet in G3:
[202] #machinelearning,#datascience [110] artificial,intelligence [103] #datascience,#python [95] #artificialintelligence,#machinelearning [83] #ai,#ml [82] #python,#ai [79] #bigdata,#analytics [76] #ml,#artificialintelligence [76] #datascience,#bigdata [76] #analytics,#blockchain Top Word Pairs in Tweet in G4:
[243] more,album [195] boy,band [194] album,canadian [194] canadian,chart [194] chart,forbes [193] txt_members,5th [193] 5th,boy [193] band,asian [193] asian,nation [193] nation,send Top Word Pairs in Tweet in G5:
[42] potus,vp [36] starving,people [36] people,tigray [34] eritrea,govts [34] govts,starving [34] tigray,part [34] part,state [34] state,sponsored [34] sponsored,campaign [34] campaign,wipe Top Word Pairs in Tweet in G6:
[7] mario,constanzo [5] europe1,lci [5] lci,franceinfo [5] franceinfo,ajenews [5] ajenews,rfi [5] rfi,cnews [5] cnews,cnni [5] cnni,skynews [5] skynews,afp [5] afp,bbcbreaking Top Word Pairs in Tweet in G7:
[159] 10,people [159] people,down [159] down,100 [159] 100,million [159] million,people [159] people,go [158] drunkunctony,10 [2] forbes,biden [2] biden,cancelled [2] cancelled,billion Top Word Pairs in Tweet in G8:
[130] thalapathy,vijay [130] vijay,conquered [130] conquered,forbes [130] forbes,ranking [130] ranking,2015 [130] 2015,#thalapathyrewind [129] vijayismylife,thalapathy [20] treats,fans [20] fans,came [20] came,non Top Word Pairs in Tweet in G9:
[80] 100,scholars [80] scholars,warn [80] warn,voting [80] voting,procedures [80] procedures,several [80] several,states [80] states,being [80] being,transformed [62] transformed,political [39] rbreich,worse Top Word Pairs in Tweet in G10:
[82] klaus,mikaelson [82] mikaelson,olhando [82] olhando,caroline [82] caroline,forbes [82] forbes,esse [82] esse,twitter [81] klajosephfavs,klaus [54] top,mortes [54] mortes,ficção [54] ficção,53 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 G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: