The graph represents a network of 4,326 Twitter users whose tweets in the requested range contained "vmworld OR vmware", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 16 December 2022 at 02:34 UTC.
The requested start date was Friday, 16 December 2022 at 01:01 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 5-day, 23-hour, 14-minute period from Friday, 09 December 2022 at 09:24 UTC to Thursday, 15 December 2022 at 08:39 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 : 4326
Unique Edges : 3221
Edges With Duplicates : 9646
Total Edges : 12867
Number of Edge Types : 5
Replies to : 773
Mentions : 2210
Retweet : 2638
MentionsInRetweet : 3329
Tweet : 3917
Self-Loops : 3956
Reciprocated Vertex Pair Ratio : 0.0449129239230064
Reciprocated Edge Ratio : 0.0859649122807018
Connected Components : 1335
Single-Vertex Connected Components : 1080
Maximum Vertices in a Connected Component : 2011
Maximum Edges in a Connected Component : 7120
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.755934
Graph Density : 0.000243720587174204
Modularity : 0.365574
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,326 Twitter users whose tweets in the requested range contained "vmworld OR vmware", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 16 December 2022 at 02:34 UTC.
The requested start date was Friday, 16 December 2022 at 01:01 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 5-day, 23-hour, 14-minute period from Friday, 09 December 2022 at 09:24 UTC to Thursday, 15 December 2022 at 08:39 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 : vmworld OR vmware
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:
[469] vmware,cloud [442] vmware,esxi [225] multi,cloud [218] esxi,servers [178] 61,billion [174] cloud,computing [172] eu,antitrust [162] vmware,deal [155] antitrust,probe [152] vmware,aria Top Word Pairs in Tweet in G1:
[183] vmware,cloud [149] vmware,esxi [134] 61,billion [100] antitrust,regulators [95] company,vmware [93] launch,full [93] vmware,inc [93] billion,takeover [92] cloud,computing [92] computing,company Top Word Pairs in Tweet in G2:
[63] vmware,cloud [44] multi,cloud [41] vmware,aria [39] learn,more [26] next,gen [25] data,center [25] vmware,horizon [25] endpoint,security [24] vmware,#cybersecurity [22] horizon,cloud Top Word Pairs in Tweet in G3:
[81] #sumbultouqeerkhan,#bb16 [79] #bb16,#biggboss16 [51] gt,gt [42] #fahmaankhan,#sumbultouqeerkhan [40] #sumbultouqeerkhan,#fahmaankhan [39] #biggboss16,#bb16 [28] fahmaankhan,touqeersumbul [26] thebiggbossgirl,m_vmworld [24] #sumbultouqeerkhan,#biggboss16 [23] #sumbultouqeerkhan,#sumbulsquad Top Word Pairs in Tweet in G4:
[78] vmware,esxi [72] esxi,servers [55] python,malware [55] remote,access [53] malware,backdoors [53] servers,remote [53] backdoors,vmware [50] access,billtoulas [49] bleepincomputer,python [36] emergency,patch Top Word Pairs in Tweet in G5:
[43] application,period [43] close,january [43] 13th,announcement [43] announcement,february [43] january,13th [43] february,10th [43] period,open [43] applications,close [43] open,applications [43] vexpert,application Top Word Pairs in Tweet in G6:
[93] vmware,vcenter [92] vcenter,#log4shell [92] telemetry,ph [92] #log4shell,vulnerability [92] vulnerability,endpoint [92] found,vmware [92] another,tip [92] ph,api [92] analytics,telemetry [92] tip,found Top Word Pairs in Tweet in G7:
[15] broadcom,vmware [9] multi,cloud [8] news,vmw [8] more,news [8] vmware,explore [7] december,14 [7] vmugadv,members [7] learn,deploy [7] furrier,craw [7] before,december Top Word Pairs in Tweet in G8:
[38] vmware,esxi [23] multiple,products [23] security,updates [22] multiple,vulnerabilities [19] updates,address [19] read,more [19] released,security [19] vulnerabilities,multiple [19] vmware,released [19] address,multiple Top Word Pairs in Tweet in G9:
[95] vmware,cloud [72] multi,cloud [56] vmware,aria [52] cloud,vmware [44] google,cloud [43] vmware,engine [41] cloud,briefing [29] really,using [29] everyone,really [29] using,kubernetes Top Word Pairs in Tweet in G10:
[29] vmware,esxi [23] limited,time [21] tell,anyone [21] tell,everyone [21] obvs,limited [21] mean,tell [21] anyone,mean [21] sit,vcp [21] cloud,course [21] time,sit Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: