The graph represents a network of 4,730 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, 04 February 2022 at 02:43 UTC.
The requested start date was Friday, 04 February 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 6-day, 7-hour, 49-minute period from Friday, 28 January 2022 at 00:48 UTC to Thursday, 03 February 2022 at 08:38 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 : 4730
Unique Edges : 4680
Edges With Duplicates : 9954
Total Edges : 14634
Number of Edge Types : 5
Tweet : 3271
Retweet : 3020
MentionsInRetweet : 5020
Mentions : 2772
Replies to : 551
Self-Loops : 3319
Reciprocated Vertex Pair Ratio : 0.0333698887670374
Reciprocated Edge Ratio : 0.0645845967252881
Connected Components : 1211
Single-Vertex Connected Components : 905
Maximum Vertices in a Connected Component : 2824
Maximum Edges in a Connected Component : 11562
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.173661
Graph Density : 0.000294883309631499
Modularity : 0.398953
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,730 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, 04 February 2022 at 02:43 UTC.
The requested start date was Friday, 04 February 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 6-day, 7-hour, 49-minute period from Friday, 28 January 2022 at 00:48 UTC to Thursday, 03 February 2022 at 08:38 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:
[534] multi,cloud [392] update,3c [297] vsphere,update [287] vmware,cloud [245] vmware,multi [199] vmware,horizon [186] vmware,esxi [179] cloud,briefing [177] availability,vsphere [175] announcing,availability Top Word Pairs in Tweet in G1:
[189] multi,cloud [110] update,3c [107] vmware,multi [100] vsphere,update [92] availability,vsphere [91] announcing,availability [86] vmware,horizon [63] cloud,briefing [62] vmware,cloud [57] vmware,vsphere Top Word Pairs in Tweet in G2:
[199] multi,cloud [114] update,3c [81] vmware,cloud [76] cloud,briefing [69] vmware,multi [62] learn,more [59] latest,multi [52] vsphere,update [49] trusted,infrastructure [48] university,michigan Top Word Pairs in Tweet in G3:
[54] #everythingvmware,#vexpert [53] #vmware_me,#everythingvmware [42] vmware,cloud [40] multi,cloud [29] #vmware,#vmware_me [26] open,source [22] community,edition [22] vmware,tanzu [22] #kubernetes,#k8s [20] update,3c Top Word Pairs in Tweet in G4:
[83] update,3c [74] vsphere,update [51] 3c,officially [51] officially,ga [51] ga,sure [51] sure,check [51] check,official [51] official,blog [51] blog,rn [51] rn,more Top Word Pairs in Tweet in G5:
[8] google,vmware [6] vmware,microsoft [5] 5yrs,oracle [5] oracle,today [5] today,ride [5] ride,1st [5] 1st,multicloud [5] multicloud,public [5] public,reference [5] reference,oracle Top Word Pairs in Tweet in G6:
[28] vmware,esxi [27] esxi,servers [25] #infosec,#cybersecurity [25] #cybersecurity,#cyberattack [24] targets,vmware [24] servers,#cybersecurity [24] ransomware,distribution [24] distribution,industry [24] industry,vmware [24] vmware,carbon Top Word Pairs in Tweet in G7:
[79] threat,actor [79] actor,target [79] target,ubiquiti [79] ubiquiti,network [79] network,appliances [79] appliances,using [79] using,log4shell [79] log4shell,exploits [79] exploits,add [79] add,unifi Top Word Pairs in Tweet in G8:
[111] vmware,dell [104] perfect,open [104] open,ticket [104] ticket,vmware [104] dell,work [104] work,together [104] together,support [104] support,ticket [104] ticket,feel [103] _sysengineer,perfect Top Word Pairs in Tweet in G9:
[63] veeam,hycuinc [63] hycuinc,hornetsecurity [63] hornetsecurity,vmware [63] vmware,kaspersky [63] kaspersky,catalogicsw [59] #dataprivacyday,2022 [59] 2022,views [59] views,tips [59] tips,top [59] top,industry Top Word Pairs in Tweet in G10:
[34] vcenter,u3c [34] u3c,esxi [33] vsphere,u3c [32] yuki_kawamitsu,vsphere [32] esxi,u3c [31] u3c,ようやく来た [31] ようやく来た,リリースノート [31] リリースノート,vcenter [17] vmwareがリリース後一度引っ込めたlog4j2関連のvsphere,の修正を再リリースしたそうなので必要な人は今直ぐ [17] の修正を再リリースしたそうなので必要な人は今直ぐ,ドライバの名前変更関連で8 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 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: