The graph represents a network of 3,332 Twitter users whose recent tweets contained "vmworld OR vmware", 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 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 02:18 UTC.
The tweets in the network were tweeted over the 830-day, 20-hour, 47-minute period from Sunday, 22 November 2020 at 04:10 UTC to Friday, 03 March 2023 at 00:58 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 : 3332
Unique Edges : 2156
Edges With Duplicates : 7701
Total Edges : 9857
Number of Edge Types : 9
Retweet : 2093
MentionsInRetweet : 2853
Tweet : 2179
Mentions : 1161
MentionsInReplyTo : 1048
Replies to : 365
MentionsInQuote : 84
Quote : 34
MentionsInQuoteReply : 40
Self-Loops : 2618
Reciprocated Vertex Pair Ratio : 0.04334451901566
Reciprocated Edge Ratio : 0.0830876440632538
Connected Components : 1000
Single-Vertex Connected Components : 810
Maximum Vertices in a Connected Component : 1137
Maximum Edges in a Connected Component : 5279
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.084842
Graph Density : 0.000336159681524967
Modularity : 0.35784
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,332 Twitter users whose recent tweets contained "vmworld OR vmware", 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 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 02:18 UTC.
The tweets in the network were tweeted over the 830-day, 20-hour, 47-minute period from Sunday, 22 November 2020 at 04:10 UTC to Friday, 03 March 2023 at 00:58 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 : 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:
[779] use,vmware [776] make,sure [766] instances,date [766] north,america [766] hacking,campaign [766] sure,instances [766] vmware,make [766] date,ransomware [766] campaign,targets [766] europe,north Top Word Pairs in Tweet in G1:
[117] azure,vmware [115] vmware,solution [113] mobile,world [112] world,congress [111] sd,wan [109] microsoft,azure [103] congress,2023 [99] announces,innovations [99] vmware,announces [97] innovations,mobile Top Word Pairs in Tweet in G2:
[766] campaign,targets [766] europe,north [766] targets,europe [766] date,ransomware [766] hacking,campaign [766] ransomware,hacking [766] vmware,make [766] sure,instances [766] make,sure [766] north,america Top Word Pairs in Tweet in G3:
[42] vmware,arfy [39] vmware,aria [29] aria,operations [25] mobile,devices [25] multi,cloud [25] reply,discuss [24] sd,wan [24] learn,more [21] endpoint,management [20] aria,automation Top Word Pairs in Tweet in G4:
[83] vodafone,qatar [83] modern,applications [81] vmware,booth [76] chat,david [75] #mwc23,vmware [74] robot,taste [74] try,#mwc23 [73] #mwc23,chat [73] reducing,energy [73] opportunity,try Top Word Pairs in Tweet in G5:
[18] azure,vmware [13] vmware,solution [12] microsoft,azure [9] solution,microsoft [9] vmware,workloads [8] migrations,maintain [8] streamline,migrations [8] money,streamline [8] maintain,business [8] preview,azure Top Word Pairs in Tweet in G6:
[17] vmware,cloud [17] vmware,extends [17] frankdenneman,blog [13] bare,metal [12] #cpu,#vsphere [12] sd,wan [12] years,ago [12] #intel,#xeon [12] sapphire,rapids [12] memory,configuration Top Word Pairs in Tweet in G7:
[80] cve,2022 [76] wrote,blog [76] 31700,interesting [76] blog,regarding [76] details,cve [76] interesting,case [76] case,study [76] technical,details [76] regarding,technical [76] study,attacking Top Word Pairs in Tweet in G8:
[30] centros,datos [29] datos,mundo [29] remoto,producto [29] vulnerabilidad,código [29] código,remoto [29] mundo,tienen [29] preocupación,vulnerabilidad [29] nueva,preocupación [29] tienen,nueva [28] rleon_mx,centros Top Word Pairs in Tweet in G9:
[17] operation,reportedly [17] black,basta [17] responsible,dish [17] windows,domain [17] hack,windows [17] reportedly,responsible [17] dish,hack [17] basta,ransomware [17] ransomware,operation [16] bushidotoken,black Top Word Pairs in Tweet in G10:
[5] partner,demand [4] demand,center [4] cloud,smart [4] #vmwarepartners,#pdc [4] vmware,cloud [3] vmware,nsx [3] workflows,contact [3] nsx,released [3] partner,marketing [3] help,automate Top Replied-To in Entire Graph:
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:
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: