The graph represents a network of 4,607 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, 22 April 2022 at 01:42 UTC.
The requested start date was Friday, 22 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 6-day, 3-hour, 54-minute period from Friday, 15 April 2022 at 04:42 UTC to Thursday, 21 April 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 : 4607
Unique Edges : 3757
Edges With Duplicates : 9516
Total Edges : 13273
Number of Edge Types : 5
Retweet : 2750
MentionsInRetweet : 3974
Tweet : 3780
Mentions : 2281
Replies to : 488
Self-Loops : 3837
Reciprocated Vertex Pair Ratio : 0.036096256684492
Reciprocated Edge Ratio : 0.0696774193548387
Connected Components : 1257
Single-Vertex Connected Components : 935
Maximum Vertices in a Connected Component : 2608
Maximum Edges in a Connected Component : 9838
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.181026
Graph Density : 0.0002556569459848
Modularity : 0.389336
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,607 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, 22 April 2022 at 01:42 UTC.
The requested start date was Friday, 22 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 6-day, 3-hour, 54-minute period from Friday, 15 April 2022 at 04:42 UTC to Thursday, 21 April 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:
[646] vmware,cloud [366] multi,cloud [338] cve,2022 [316] cloud,director [253] cloud,vmware [214] cloud,aws [195] learn,more [194] cloud,briefing [175] next,generation [170] vmware,multi Top Word Pairs in Tweet in G1:
[186] vmware,cloud [109] multi,cloud [102] cloud,vmware [89] cloud,director [82] cloud,briefing [80] vmware,multi [61] alibaba,cloud [58] next,generation [54] blog,archive [52] critical,vmware Top Word Pairs in Tweet in G2:
[151] multi,cloud [123] learn,more [105] vmware,cloud [61] cloud,vmware [59] #vexpert,#vcommunity [57] #vmware,#vmwaretam [56] cloud,briefing [56] #vmwaretam,#vexpert [50] cloud,aws [40] next,generation Top Word Pairs in Tweet in G3:
[148] vmwareもvirtualboxもdockerもec2もある時代に,なぜ自宅鯖を建ててしまうのか [147] ito_yusaku,vmwareもvirtualboxもdockerもec2もある時代に [4] 上司から,配属までにvmware [4] 配属までにvmware,aws [4] aws,azure [4] azure,ネットワーク [4] ネットワーク,サーバーとdbぐらいは一通り勉強してきてね [4] サーバーとdbぐらいは一通り勉強してきてね,メーカー担当者よりも詳しくないとやってけないから [4] メーカー担当者よりも詳しくないとやってけないから,って言われたが我新卒ぞ [3] sabouru,上司から Top Word Pairs in Tweet in G4:
[127] technology,companies [127] companies,founded [127] founded,1st [127] 1st,2nd [127] 2nd,generation [127] generation,immigrants [127] immigrants,apple [127] apple,google [127] google,amazon [127] amazon,facebook Top Word Pairs in Tweet in G5:
[13] #ci,#hci [9] april,26 [9] latest,#ci [9] convergedusers,delltech [9] reasons,netapp [9] netapp,vmware [9] vmware,better [9] better,together [9] together,netapp [8] tomorrow,11am Top Word Pairs in Tweet in G6:
[167] vmware,cloud [101] tanzu,kubernetes [99] cloud,aws [90] kubernetes,grid [88] deep,dive [82] dive,activating [82] activating,deploying [82] deploying,using [82] using,managed [79] aws,deep Top Word Pairs in Tweet in G7:
[46] cloud,director [46] vmware,chrome [44] actively,exploited [35] know,more [28] cve,2022 [27] attackers,exploiting [27] exploiting,vmware [27] vmware,rce [24] #cybersecurity,#infosec [24] known,exploited Top Word Pairs in Tweet in G8:
[45] cve,2022 [29] cloud,director [27] 2022,22954 [25] security,updates [24] vmware,released [24] released,security [24] updates,#rce [24] #rce,vulnerability [24] vulnerability,cloud [24] director,learn Top Word Pairs in Tweet in G9:
[133] cve,2022 [72] active,exploitation [40] cvetrends,windows [40] windows,rpc [40] rpc,cve [40] 2022,26809 [40] 26809,chrome [40] chrome,cve [40] 2022,1364 [40] 1364,vmware Top Word Pairs in Tweet in G10:
[54] cloud,director [43] cve,2022 [39] #vmware,cloud [34] highly,critical [34] critical,#vulnerability [34] #vulnerability,cve [34] 2022,22966 [34] 22966,discovered [34] discovered,#vmware [34] director,exploited 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 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: