The graph represents a network of 4,823 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, 24 December 2021 at 02:41 UTC.
The requested start date was Friday, 24 December 2021 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 5-day, 12-hour, 8-minute period from Tuesday, 14 December 2021 at 20:30 UTC to Monday, 20 December 2021 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 : 4823
Unique Edges : 4183
Edges With Duplicates : 10127
Total Edges : 14310
Number of Edge Types : 5
Retweet : 3456
MentionsInRetweet : 5055
Tweet : 2932
Mentions : 2377
Replies to : 490
Self-Loops : 2984
Reciprocated Vertex Pair Ratio : 0.0336879432624113
Reciprocated Edge Ratio : 0.065180102915952
Connected Components : 1228
Single-Vertex Connected Components : 938
Maximum Vertices in a Connected Component : 3098
Maximum Edges in a Connected Component : 11752
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.604515
Graph Density : 0.000275750794207866
Modularity : 0.398705
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,823 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, 24 December 2021 at 02:41 UTC.
The requested start date was Friday, 24 December 2021 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 5-day, 12-hour, 8-minute period from Tuesday, 14 December 2021 at 20:30 UTC to Monday, 20 December 2021 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:
[589] vmware,vcenter [580] conti,ransomware [481] vcenter,servers [330] workspace,one [299] log4j,bug [298] bug,hack [271] uses,log4j [269] one,uem [267] hack,vmware [264] cve,2021 Top Word Pairs in Tweet in G1:
[122] workspace,one [88] one,uem [69] conti,ransomware [65] critical,flaw [64] vmware,vcenter [44] sd,wan [44] log4j,bug [44] uem,console [44] vcenter,servers [44] bug,hack Top Word Pairs in Tweet in G2:
[49] cve,2021 [47] learn,more [41] 2021,44228 [39] multi,cloud [36] applications,open [34] data,center [33] 2022,applications [32] vmware,cloud [31] event,broker [31] broker,appliance Top Word Pairs in Tweet in G3:
[101] vmware,tanzu [66] company,once [50] community,edition [43] bell,nyse [42] great,ring [42] ring,bell [42] standalone,company [41] nyse,today [41] today,marking [41] marking,stature Top Word Pairs in Tweet in G4:
[182] vmware,vcenter [176] conti,ransomware [171] vcenter,servers [156] log4j,bug [154] bug,hack [154] hack,vmware [134] uses,log4j [132] ransomware,uses [129] servers,ionut_ilascu [128] bleepincomputer,conti Top Word Pairs in Tweet in G5:
[108] critical,flaw [106] installation,okd [106] okd,openshift [106] openshift,vmware [106] vmware,bare [106] bare,metal [106] metal,user [106] user,provisioned [106] provisioned,infrastructure [106] infrastructure,upi Top Word Pairs in Tweet in G6:
[53] conti,ransomware [49] tellyouthepass,ransomware [48] log4j,conti [48] ransomware,attacking [48] attacking,vmware [48] vmware,servers [48] servers,tellyouthepass [48] ransomware,hits [48] hits,china [42] zdnet,log4j Top Word Pairs in Tweet in G7:
[17] nokia,#vmware [17] #vmware,partnering [17] partnering,cloud [17] cloud,native [17] native,transformation [17] transformation,velocity [17] velocity,#5g [17] #5g,nok [17] nok,#nokia [17] #nokia,vmw Top Word Pairs in Tweet in G8:
[146] vmware,vcenter [145] conti,ransomware [145] vcenter,servers [141] log4shell,exploit [140] ransomware,group [140] group,adopted [140] adopted,log4shell [140] exploit,currently [140] currently,using [140] using,target Top Word Pairs in Tweet in G9:
[118] twitterのフォロワーさんが,エンジニアなら自宅に開発用のサーバくらいあるでしょー [118] エンジニアなら自宅に開発用のサーバくらいあるでしょー,みたいな事言ってたから [118] みたいな事言ってたから,やっぱみんな持っているんだなぁ [118] やっぱみんな持っているんだなぁ,って信じていたのですが [118] って信じていたのですが,自宅サーバ派はやっぱり少数派 [118] 自宅サーバ派はやっぱり少数派,という事が分かりました [117] ebiebi_pg,twitterのフォロワーさんが [117] という事が分かりました,自宅サーバに [15] v1,update [15] update,fling Top Word Pairs in Tweet in G10:
[17] vswitchzero,vmware [14] cve,2021 [13] digitalcloudgal,kierra_summer [13] kierra_summer,scorpvayne [13] scorpvayne,adanielhill [13] adanielhill,gabsmashh [12] usercon,2021 [12] 2021,44228 [11] vmugnl,mestredelpino [11] mestredelpino,presenting 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: