The graph represents a network of 4,467 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, 01 April 2022 at 01:43 UTC.
The requested start date was Friday, 01 April 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 5-day, 19-hour, 58-minute period from Friday, 25 March 2022 at 12:42 UTC to Thursday, 31 March 2022 at 08:40 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 : 4467
Unique Edges : 4631
Edges With Duplicates : 9427
Total Edges : 14058
Number of Edge Types : 5
Tweet : 3609
Retweet : 2579
MentionsInRetweet : 4207
Mentions : 3085
Replies to : 578
Self-Loops : 3639
Reciprocated Vertex Pair Ratio : 0.0427900504435554
Reciprocated Edge Ratio : 0.0820683903252711
Connected Components : 1304
Single-Vertex Connected Components : 987
Maximum Vertices in a Connected Component : 2451
Maximum Edges in a Connected Component : 10582
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.33172
Graph Density : 0.000300506946948669
Modularity : 0.383569
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,467 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, 01 April 2022 at 01:43 UTC.
The requested start date was Friday, 01 April 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 5-day, 19-hour, 58-minute period from Friday, 25 March 2022 at 12:42 UTC to Thursday, 31 March 2022 at 08:40 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:
[360] vmware,cloud [345] vmware,tanzu [340] vmware,horizon [241] multi,cloud [219] horizon,servers [192] vmware,esxi [181] learn,more [168] tanzu,kubernetes [139] cloud,flex [139] flex,storage Top Word Pairs in Tweet in G1:
[151] vmware,horizon [97] vmware,cloud [85] horizon,servers [74] vmware,esxi [72] vmware,tanzu [65] virgin,media [61] media,o2 [50] hive,ransomware [50] vmw,cloud [50] cloud,status Top Word Pairs in Tweet in G2:
[72] vmware,cloud [45] learn,more [37] cloud,flex [35] flex,storage [29] update,3d [28] vsphere,update [28] 3d,officially [28] officially,ga [28] ga,vcenter [28] vcenter,esxi Top Word Pairs in Tweet in G3:
[44] #vexpert,#vcommunity [40] vmware,cloud [38] vmware,vexpert [36] learn,more [29] #vmware,#vmwaretam [29] #vmwaretam,#vexpert [24] april,19th [23] peers,face [23] face,face [23] tuesday,april Top Word Pairs in Tweet in G4:
[181] vmware,tanzu [122] multi,cloud [110] tanzu,kubernetes [74] vmware,cloud [55] #vmware_me,#everythingvmware [55] #everythingvmware,#vexpert [54] net,beyond [52] simplify,secure [52] secure,optimize [50] optimize,multi Top Word Pairs in Tweet in G5:
[63] vmware,esxi [58] linux,vmware [57] esxi,encryptor [56] hive,ransomware [55] encryptor,rust [53] ransomware,ports [53] ports,linux [41] #linux,longer [41] longer,safe [41] safe,#ransomware Top Word Pairs in Tweet in G6:
[10] #crosscloud,#cloud [9] services,central [9] central,cloudstrategy [9] vmware,#crosscloud [9] #cloud,#cio [8] vp,principal [8] principal,analyst [8] analyst,dhinchcliffe [8] cross,cloud [8] cloud,services Top Word Pairs in Tweet in G7:
[30] primavera,capgemini_es [30] capgemini_es,capgemini [20] sd,wan [19] vmware,sd [18] demand,organizado [18] organizado,computerworldes [18] junto,googlecloud_es [18] googlecloud_es,vmware_es [17] work,anywhere [17] anywhere,solución Top Word Pairs in Tweet in G8:
[27] amitpanchal76,vmware [18] vmware,cloud [16] vmware,tanzu [10] cloudhappens,vmware [8] rosswynne,cloudhappens [7] vmware,welcome [7] vmware,vexpert [7] vmware,congrats [7] cloud,director [6] tanzu,kubernetes Top Word Pairs in Tweet in G9:
[12] vmware,#workspaceone [10] open,source [10] vmware,vmwarehorizon [8] journey,secure [8] secure,software [8] software,supply [8] supply,chain [8] chain,explore [8] explore,basic [8] basic,principles Top Word Pairs in Tweet in G10:
[43] vmware,horizon [43] horizon,servers [42] exploited,infect [42] infect,vmware [42] servers,backdoors [42] backdoors,crypto [42] crypto,miners [41] log4shell,exploited [19] miners,zdnet [14] zdnet,log4shell 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 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: