The graph represents a network of 4,550 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, 28 January 2022 at 02:43 UTC.
The requested start date was Friday, 28 January 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 8-day, 2-hour, 34-minute period from Wednesday, 19 January 2022 at 06:04 UTC to Thursday, 27 January 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 : 4550
Unique Edges : 4525
Edges With Duplicates : 9945
Total Edges : 14470
Number of Edge Types : 5
Replies to : 746
Mentions : 3166
Retweet : 2834
MentionsInRetweet : 4405
Tweet : 3319
Self-Loops : 3361
Reciprocated Vertex Pair Ratio : 0.0460168233547749
Reciprocated Edge Ratio : 0.0879848628192999
Connected Components : 1287
Single-Vertex Connected Components : 974
Maximum Vertices in a Connected Component : 2625
Maximum Edges in a Connected Component : 11221
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.175322
Graph Density : 0.000306407156264268
Modularity : 0.37681
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,550 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, 28 January 2022 at 02:43 UTC.
The requested start date was Friday, 28 January 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 8-day, 2-hour, 34-minute period from Wednesday, 19 January 2022 at 06:04 UTC to Thursday, 27 January 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:
[444] vmware,horizon [317] horizon,servers [285] multi,cloud [231] access,broker [226] vmware,cloud [205] initial,access [186] vmware,tanzu [172] vmware,esxi [161] vmware,workstation [158] vmware,vsphere Top Word Pairs in Tweet in G1:
[146] vmware,horizon [113] multi,cloud [107] horizon,servers [72] access,broker [67] vmware,workstation [64] initial,access [60] vmware,cloud [56] sd,wan [54] vmware,sase [53] workspace,one Top Word Pairs in Tweet in G2:
[124] vmware,vmwocto [105] vmware,cloud [98] vmware,tanzu [89] multi,cloud [70] application,platform [67] tanzu,application [44] learn,more [41] #vmware_me,#everythingvmware [41] blog,archive [35] #everythingvmware,#vexpert Top Word Pairs in Tweet in G3:
[43] multi,cloud [42] iancoldwater,vmware [41] vmware,vsphere [23] verification,code [23] mailing,list [22] nvidiadc,nvidia [21] vsphere,tanzu [21] 2fa,cool [21] cool,sure [21] sure,need Top Word Pairs in Tweet in G4:
[80] access,broker [76] initial,access [68] horizon,servers [57] prophet,spider [57] #log4shell,attacks [52] tracked,prophet [51] researchers,link [51] link,initial [51] broker,tracked [51] spider,recent Top Word Pairs in Tweet in G5:
[74] vmware,horizon [72] horizon,servers [46] well,driver [46] driver,reversing [46] reversing,vmware [46] vmware,found [46] found,unprivileged [46] unprivileged,user [46] user,gt [46] gt,kernel Top Word Pairs in Tweet in G6:
[52] vmware,esxi [46] vmware,horizon [45] linux,version [45] ransomware,targets [45] targets,vmware [45] esxi,servers [43] version,lockbit [42] lockbit,ransomware [40] bleepincomputer,linux [40] servers,lawrenceabrams Top Word Pairs in Tweet in G7:
[19] vmware,#sase [17] learn,more [11] learn,partnership [10] vmwaresase,bt_global [10] bt_global,teamed [10] teamed,simplify [10] simplify,customers' [10] journey,learn [10] choice,flexibility [9] managed,service Top Word Pairs in Tweet in G8:
[105] cve,2021 [89] vmware,vcenter [67] 2021,44228 [62] vcenter,server [62] server,unauthenticated [62] unauthenticated,log4shell [62] log4shell,jndi [62] jndi,injection [62] injection,rce [62] rce,cve Top Word Pairs in Tweet in G9:
[20] emea,cto [20] cto,joebaguley [19] ramifications,embracing [19] embracing,#esg [19] #esg,become [19] become,very [19] very,writes [19] writes,vmware [19] vmware,vp [19] vp,emea Top Word Pairs in Tweet in G10:
[10] vmware,#horizon [10] zero,trust [8] vmware,horizon [7] threat,actors [7] actors,actively [7] team,year [6] nhsuk,released [6] released,alert [6] alert,threat [6] actively,attempting 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:
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: