The graph represents a network of 4,483 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, 10 June 2022 at 01:34 UTC.
The requested start date was Friday, 10 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 6-day, 16-hour, 37-minute period from Thursday, 02 June 2022 at 16:00 UTC to Thursday, 09 June 2022 at 08:37 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 : 4483
Unique Edges : 4263
Edges With Duplicates : 8831
Total Edges : 13094
Number of Edge Types : 5
Retweet : 2229
MentionsInRetweet : 3420
Tweet : 3899
Mentions : 2899
Replies to : 647
Self-Loops : 3956
Reciprocated Vertex Pair Ratio : 0.0446287519747235
Reciprocated Edge Ratio : 0.0854442344045369
Connected Components : 1552
Single-Vertex Connected Components : 1188
Maximum Vertices in a Connected Component : 2241
Maximum Edges in a Connected Component : 9174
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.118226
Graph Density : 0.000263278309659686
Modularity : 0.38072
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,483 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, 10 June 2022 at 01:34 UTC.
The requested start date was Friday, 10 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 6-day, 16-hour, 37-minute period from Thursday, 02 June 2022 at 16:00 UTC to Thursday, 09 June 2022 at 08:37 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:
[362] multi,cloud [268] vmware,cloud [208] vmware,solution [205] azure,vmware [197] ãƒ,ム[192] cloud,vmware [183] vmware,esxi [157] esxi,servers [150] black,basta [144] google,cloud Top Word Pairs in Tweet in G1:
[117] multi,cloud [116] vmware,solution [115] azure,vmware [107] cloud,vmware [86] vmware,cloud [81] intensive,workloads [80] power,file [80] storage,intensive [78] file,storage [76] workloads,azure Top Word Pairs in Tweet in G2:
[173] multi,cloud [121] vmware,cloud [111] learn,more [74] vmware,contexa [72] threat,intelligence [62] intelligence,cloud [50] contexa,full [48] vmware,explore [45] anywhere,workspace [45] workspace,one Top Word Pairs in Tweet in G3:
[33] twitter,vmware [27] vmware,broadcom [24] acquisition,vmware [22] broadcom,vmware [17] acquire,vmware [17] broadcom,announced [15] re,pleased [15] pleased,responses [15] responses,broadcom [15] announced,proposed Top Word Pairs in Tweet in G4:
[70] vmware,vulnerabilities [45] threat,actors [45] actors,chaining [45] chaining,unpatched [45] unpatched,vmware [28] #iocs,#ttps [28] advisory,threat [27] cisagov,added [27] added,#iocs [27] #ttps,advisory Top Word Pairs in Tweet in G5:
[71] esxi,servers [67] black,basta [61] vmware,esxi [54] basta,ransomware [50] version,black [43] targets,vmware [40] ransomware,targets [39] linux,version [35] servers,serghei [34] bleepincomputer,linux Top Word Pairs in Tweet in G6:
[13] azure,vmware [13] vmware,solution [12] clever,cloud [12] héberger,services [12] services,infrastructure [12] infrastructure,ovhcloud_fr [12] ovhcloud_fr,qualifiée [12] qualifiée,#secnumcloud [12] #secnumcloud,par [12] par,anssi_fr Top Word Pairs in Tweet in G7:
[31] vmware,virtual_crazo [21] #vmware,#vmwaretam [21] #vmwaretam,#vexpert [20] #vexpert,#vcommunity [18] vmware,cloud [17] sammcgeown,vmware [12] multi,cloud [8] cloud,vmware [8] cloud,provider [8] virtual_crazo,congrats Top Word Pairs in Tweet in G8:
[53] very,pleased [53] pleased,release [53] release,dfir4vsphere [53] dfir4vsphere,#coriin2022 [53] #coriin2022,today [53] today,powershell [53] powershell,module [53] module,help [53] help,#dfir [53] #dfir,analyst Top Word Pairs in Tweet in G9:
[36] acquisition,vmware [35] proud,ex [35] ex,vmware'r [35] vmware'r,thinking [35] thinking,lot [35] lot,broadcom's [35] broadcom's,acquisition [35] vmware,implications [35] implications,thread [35] thread,17 Top Word Pairs in Tweet in G10:
[8] misstrauen,umgang [8] umgang,daten [8] daten,technologiegetriebenen [8] technologiegetriebenen,wandel [8] wandel,deutschland [7] vmware_de,studie [7] studie,misstrauen [7] deutschland,gefährden [6] unternehmen,daten [6] daten,neue Top Replied-To in Entire Graph:
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 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: