The graph represents a network of 3,900 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, 29 July 2022 at 01:36 UTC.
The requested start date was Friday, 29 July 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, 23-hour, 6-minute period from Thursday, 21 July 2022 at 09:31 UTC to Thursday, 28 July 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 : 3900
Unique Edges : 3740
Edges With Duplicates : 9718
Total Edges : 13458
Number of Edge Types : 5
Retweet : 2106
MentionsInRetweet : 3079
Mentions : 3371
Tweet : 4021
Replies to : 881
Self-Loops : 4114
Reciprocated Vertex Pair Ratio : 0.0509829336789803
Reciprocated Edge Ratio : 0.0970195272353546
Connected Components : 1266
Single-Vertex Connected Components : 997
Maximum Vertices in a Connected Component : 1949
Maximum Edges in a Connected Component : 8992
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.378901
Graph Density : 0.000319937393546011
Modularity : 0.34255
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,900 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, 29 July 2022 at 01:36 UTC.
The requested start date was Friday, 29 July 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, 23-hour, 6-minute period from Thursday, 21 July 2022 at 09:31 UTC to Thursday, 28 July 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:
[779] vmware,explore [342] vmware,cloud [326] explore,2022 [268] vmware,esxi [195] vmware,horizon [188] sessions,vmware [175] multi,cloud [166] vmware,vsphere [166] #imlie,#arylie [156] learn,more Top Word Pairs in Tweet in G1:
[212] vmware,explore [113] explore,2022 [106] vmware,cloud [93] vmware,esxi [85] vmware,vsphere [62] esxi,environments [61] ransomware,variants [61] variants,highlight [61] highlight,growing [60] vsphere,free Top Word Pairs in Tweet in G2:
[315] vmware,explore [112] explore,2022 [78] sessions,vmware [74] vmware,cloud [47] embano1,vmware [46] multi,cloud [41] attend,top [36] #vmwareexplore,2022 [25] content,catalog [22] learn,more Top Word Pairs in Tweet in G3:
[143] vmware,explore [104] vmware,cloud [79] learn,more [56] multi,cloud [54] explore,2022 [42] vmware,vsphere [39] cloud,aws [35] sessions,vmware [34] #vmwareexplore,2022 [30] update,3f Top Word Pairs in Tweet in G4:
[166] #imlie,#arylie [113] fahmaankhan,touqeersumbul [75] #arylie,#aryansinghrathore [56] #arylie,#imlie [51] #imlie,#aryansinghrathore [51] #imlie,#sumaan [49] #arylie,#sumaan [37] #aryansinghrathore,#arylie [36] #aryansinghrathore,#fahmaankhan [31] touqeersumbul,#imlie Top Word Pairs in Tweet in G5:
[75] vmware,horizon [74] found,vmware [74] horizon,log4j [74] log4j,burp [74] burp,suite [74] suite,extension [74] extension,use [74] use,check [74] check,methodology [74] methodology,find Top Word Pairs in Tweet in G6:
[20] vmwaretanzu,vmware [16] ctoadvisor,vmwaretanzu [15] #vmwareexplore,2022 [6] cioonline,siteground [6] siteground,cloudways [6] cloudways,hostnoc [6] hostnoc,microsoft [6] microsoft,awscloud [6] awscloud,googlecloud [6] googlecloud,ibm Top Word Pairs in Tweet in G7:
[45] vmware,esxi [20] linux,vmware [19] windows,linux [18] vmware,workstation [17] linux,windows [16] infrastructure,manager [16] video,mo [16] ubuntu,20 [16] 20,04 [16] 04,lts Top Word Pairs in Tweet in G8:
[16] disabilityin,aapd [14] disability,equality [13] equality,index [11] index,disabilityin [9] vmware,proud [9] proud,earned [9] earned,100 [9] 100,disability [9] aapd,score [9] score,made Top Word Pairs in Tweet in G9:
[41] #vmware_me,#everythingvmware [40] #everythingvmware,#vexpert [40] #vexpert,#poweredbyvmware [38] #multicloud,#crosscloud [37] #crosscloud,#vmware_me [33] #poweredbyvmware,#vmwaretanzu [32] #vmwaretanzu,#tanzu [31] #tanzu,#kubrrnetes [28] #kubrrnetes,#container [27] #vmware,#multicloud Top Word Pairs in Tweet in G10:
[18] janefrankland,briankrebs [18] briankrebs,chuckdbrooks [18] chuckdbrooks,anton_chuvakin [18] anton_chuvakin,e_kaspersky [18] e_kaspersky,gcluley [18] gcluley,kevinmitnick [18] kevinmitnick,troyhunt [18] rinkisethi,m49d4ch3lly [18] m49d4ch3lly,cybersecuritysf [18] cybersecuritysf,ibmsecurity 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:
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: