The graph represents a network of 3,174 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 02:19 UTC.
The tweets in the network were tweeted over the 4278-day, 20-hour, 23-minute period from Wednesday, 13 April 2011 at 04:36 UTC to Friday, 30 December 2022 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 : 3174
Unique Edges : 2899
Edges With Duplicates : 7479
Total Edges : 10378
Number of Edge Types : 9
MentionsInReplyTo : 2158
Replies to : 834
Mentions : 1076
Tweet : 2550
MentionsInRetweet : 2186
Retweet : 1443
Quote : 42
MentionsInQuote : 82
MentionsInQuoteReply : 7
Self-Loops : 3105
Reciprocated Vertex Pair Ratio : 0.0507494083618196
Reciprocated Edge Ratio : 0.0965965965965966
Connected Components : 1009
Single-Vertex Connected Components : 753
Maximum Vertices in a Connected Component : 1202
Maximum Edges in a Connected Component : 5737
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.323725
Graph Density : 0.000396778823211204
Modularity : 0.382613
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,174 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 02:19 UTC.
The tweets in the network were tweeted over the 4278-day, 20-hour, 23-minute period from Wednesday, 13 April 2011 at 04:36 UTC to Friday, 30 December 2022 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 : 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:
[146] vmware,vsphere [144] multi,cloud [119] apple,google [117] founded,1st [117] 1st,2nd [117] facebook,oracle [117] ibm,uber [117] amazon,facebook [117] oracle,ibm [117] google,amazon Top Word Pairs in Tweet in G1:
[52] vmware,workstation [40] multi,cloud [38] vmware,vsphere [36] vmware,vsan [33] broadcom,vmware [31] best,vmware [30] vsan,2022 [27] acquisition,vmware [24] workspace,one [22] anywhere,workspace Top Word Pairs in Tweet in G2:
[65] #layoff,#layoffs [49] vmware,cloud [41] multi,cloud [39] #vmware,#dell [38] #broadcom,vmw [38] #dell,#broadcom [38] #vmw,#hightech [38] #hightech,#software [38] vmw,#vmw [37] #recession,#whitecollarjobs Top Word Pairs in Tweet in G3:
[80] fahmaankhan,touqeersumbul [70] m_vmworld,fahmaankhan [27] touqeersumbul,papatouqeer [27] sofianeamine99,biggboss_tak [23] mts1222,sofianeamine99 [21] m_vmworld,papatouqeer [18] touqeersumbul,humari [18] ki,hai [18] sachayi,aur [18] tears,till Top Word Pairs in Tweet in G4:
[26] secureworks,paypal [17] mend_io,lacework [17] zivver_en,trendmicro [17] onalytica,gigamon [17] inkhousepr,edelmanpr [17] onespan,zivver_en [17] paypal,ibm [17] rubrikinc,citrix [17] edelmanpr,vmware [17] sailpoint,onespan Top Word Pairs in Tweet in G5:
[95] 1st,2nd [95] 2nd,generation [95] facebook,oracle [95] generation,immigrants [95] founded,1st [95] companies,founded [95] google,amazon [95] ibm,uber [95] immigrants,apple [95] technology,companies Top Word Pairs in Tweet in G6:
[82] عربية,للمهتمين [82] كورس,linux [82] #الامن_السيبراني,كورس [82] linux,كورس [82] كورس,vmware [82] vmware,vsphere [82] كورسات,عربية [82] للمهتمين,#الامن_السيبراني [81] cybersecam,كورسات [5] find,infrastructure Top Word Pairs in Tweet in G7:
[71] vmware,nsx [59] vmware,aria [56] sd,wan [48] kubernetes,service [45] vcloud,director [44] ocvs,kubernetes [44] updates,10 [44] service,cse [44] support,ocvs [44] director,updates Top Word Pairs in Tweet in G8:
[58] analyst,sr_mcdowell [58] concerns,decision [58] makers,#nutanixforecast [58] broadcom,acquisition [58] vmware,raises [58] decision,makers [58] explains,broadcom [58] raises,concerns [58] sr_mcdowell,explains [58] acquisition,vmware Top Word Pairs in Tweet in G9:
[37] vittorio,viarengo [24] cross,cloud [22] vp,cross [22] cloud,solutions [21] solutions,vmware [21] costs,multi [21] complexity,costs [21] grappling,complexity [21] vmware,customers [21] customers,grappling Top Word Pairs in Tweet in G10:
[4] data,center [4] amd,#epyc [4] come,together [4] #epyc,cpus [4] discover,4th [4] center,modernization [4] together,enable [4] 4th,gen [4] cpus,vmware [4] enable,data 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 G7:
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: