The graph represents a network of 5,019 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, 17 December 2021 at 02:40 UTC.
The requested start date was Friday, 17 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 4-day, 13-hour, 55-minute period from Saturday, 11 December 2021 at 18:43 UTC to Thursday, 16 December 2021 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 : 5019
Unique Edges : 3896
Edges With Duplicates : 10738
Total Edges : 14634
Number of Edge Types : 5
Tweet : 2573
Retweet : 3882
MentionsInRetweet : 5486
Mentions : 2150
Replies to : 543
Self-Loops : 2606
Reciprocated Vertex Pair Ratio : 0.0309794988610478
Reciprocated Edge Ratio : 0.0600972160848431
Connected Components : 1026
Single-Vertex Connected Components : 776
Maximum Vertices in a Connected Component : 3485
Maximum Edges in a Connected Component : 12379
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.46332
Graph Density : 0.000269561556877012
Modularity : 0.410608
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,019 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, 17 December 2021 at 02:40 UTC.
The requested start date was Friday, 17 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 4-day, 13-hour, 55-minute period from Saturday, 11 December 2021 at 18:43 UTC to Thursday, 16 December 2021 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:
[511] cve,2021 [504] 2021,44228 [465] vmware,products [391] vmware,vcenter [363] vcenter,log4j [363] forwarded,header [361] log4j,forwarded [361] header,probably [361] probably,applicable [361] applicable,vmware Top Word Pairs in Tweet in G1:
[124] company,once [93] standalone,company [88] once,again [85] bell,nyse [83] nyse,today [81] great,ring [81] ring,bell [81] today,marking [81] marking,stature [81] stature,standalone Top Word Pairs in Tweet in G2:
[68] 2021,0028 [67] cve,2021 [66] 2021,44228 [64] opening,bell [63] vmsa,2021 [63] rings,opening [63] bell,york [63] york,stock [62] vmware,rings [62] stock,exchange Top Word Pairs in Tweet in G3:
[335] vmware,products [330] vcenter,log4j [330] log4j,forwarded [330] forwarded,header [330] header,probably [330] probably,applicable [330] applicable,vmware [329] w3bd3vil,vcenter [75] rce,log4j [74] vmware,apache Top Word Pairs in Tweet in G4:
[178] vmware,vcenter [174] log4j,vulnerability [172] confirm,vmware [172] vcenter,affected [172] affected,log4j [172] vulnerability,#log4j [172] #log4j,#vcenter [172] #vcenter,#log4shell [171] tnpitsecurity,confirm [45] vmsa,2021 Top Word Pairs in Tweet in G5:
[138] #log4shell,aws [138] aws,azure [138] azure,broadcom [138] broadcom,cisco [138] cisco,cpanel [138] cpanel,connectwise [138] connectwise,debian [138] debian,eclipse [138] eclipse,elastic [138] elastic,secure Top Word Pairs in Tweet in G6:
[20] lenovous,vmware [20] vmware,horizon [20] horizon,vdi [20] vdi,architecture [20] architecture,uses [20] uses,smaller [20] smaller,server [20] server,footprint [20] footprint,lowers [20] lowers,#itinfrastructure Top Word Pairs in Tweet in G7:
[80] vmware,tanzu [49] community,edition [36] #vmware_me,#everythingvmware [34] #everythingvmware,#vexpert [32] tanzu,community [27] vmware,cloud [27] vmware,engine [26] google,cloud [26] cloud,vmware [25] engine,netapp Top Word Pairs in Tweet in G8:
[104] 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 [104] 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 [104] 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 [104] 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 [104] 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 [104] 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 [103] ebiebi_pg,twitterのフォロワーさんが [103] という事が分かりました,自宅サーバに [17] log4jによる影響調査祭り開催中,お前のところのシステム影響ないよね [17] お前のところのシステム影響ないよね,ウチのはjava使ってないので Top Word Pairs in Tweet in G9:
[48] installation,okd [48] okd,openshift [48] openshift,vmware [48] vmware,bare [48] bare,metal [48] metal,user [48] user,provisioned [48] provisioned,infrastructure [48] infrastructure,upi [43] prashanth_ns,installation Top Word Pairs in Tweet in G10:
[157] 2021,44228 [152] cve,2021 [117] apache,log4j [67] 44228,apache [63] avi,waf [63] waf,cve [47] remote,code [47] code,execution [42] log4j,remote [40] execution,vulnerability Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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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: