The graph represents a network of 4,900 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, 20 May 2022 at 01:32 UTC.
The requested start date was Friday, 20 May 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, 15-hour, 55-minute period from Friday, 13 May 2022 at 16:44 UTC to Thursday, 19 May 2022 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 : 4900
Unique Edges : 4334
Edges With Duplicates : 10186
Total Edges : 14520
Number of Edge Types : 5
Mentions : 3248
Retweet : 2844
MentionsInRetweet : 4425
Tweet : 3542
Replies to : 461
Self-Loops : 3580
Reciprocated Vertex Pair Ratio : 0.0359087814840027
Reciprocated Edge Ratio : 0.0693280762280269
Connected Components : 1436
Single-Vertex Connected Components : 1137
Maximum Vertices in a Connected Component : 2857
Maximum Edges in a Connected Component : 11186
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.801206
Graph Density : 0.000253571116137821
Modularity : 0.397046
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,900 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, 20 May 2022 at 01:32 UTC.
The requested start date was Friday, 20 May 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, 15-hour, 55-minute period from Friday, 13 May 2022 at 16:44 UTC to Thursday, 19 May 2022 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:
[385] vmware,cloud [341] emergency,directive [329] vmware,products [270] インフラエンジニアは全員自宅にシスコのルーターがあったりvmware入れて仮想マシンのビルドスクラップしまくってると思うなよ,うちにはあるしやってるけど [270] うちにはあるしやってるけど,と素で言える人が一番インフラエンジニアに向いてると思う [269] fujikenbotebote,インフラエンジニアは全員自宅にシスコのルーターがあったりvmware入れて仮想マシンのビルドスクラップしまくってると思うなよ [251] cloud,vmware [245] federal,agencies [231] cve,2022 [204] multi,cloud Top Word Pairs in Tweet in G1:
[143] vmware,cloud [133] cloud,vmware [101] vmware,explore [84] cloud,foundation [78] federal,agencies [76] multiple,products [67] foundation,general [67] general,availability [65] oracle,cloud [63] vmware,products Top Word Pairs in Tweet in G2:
[91] vmware,cloud [86] multi,cloud [63] cloud,vmware [59] vmware,explore [54] vmware,tanzu [53] cloud,foundation [36] learn,more [32] need,know [32] use,cases [31] vmware,horizon Top Word Pairs in Tweet in G3:
[280] emergency,directive [170] 22,03 [169] issued,emergency [148] vmware,products [134] series,vulnerabilities [128] cisagov,issued [124] directive,22 [124] exploitation,series [123] 03,response [123] response,observed Top Word Pairs in Tweet in G4:
[264] インフラエンジニアは全員自宅にシスコのルーターがあったりvmware入れて仮想マシンのビルドスクラップしまくってると思うなよ,うちにはあるしやってるけど [264] うちにはあるしやってるけど,と素で言える人が一番インフラエンジニアに向いてると思う [263] fujikenbotebote,インフラエンジニアは全員自宅にシスコのルーターがあったりvmware入れて仮想マシンのビルドスクラップしまくってると思うなよ [14] 開発者がkubernetesを敬遠するのはなぜ,苦手意識を乗り越えdevopsを実現するために [14] 苦手意識を乗り越えdevopsを実現するために,vmwareが示す新たな視点 [13] vmwareが示す新たな視点,codezine [13] codezine,コードジン [7] そいえば今日はサーバーにvmwareインストールして仮想マシン立ててセキュリティ製品を動くようにするという初体験をした,サーバー一切触ってこなかった女なので [7] yanashin18618,だ [7] だ,開発者がkubernetesを敬遠するのはなぜ Top Word Pairs in Tweet in G5:
[58] cve,2022 [37] #multicloud,#crosscloud [36] #crosscloud,#vmware_me [36] #vmware_me,#everythingvmware [36] #everythingvmware,#vexpert [30] federal,agencies [29] patch,vmware [27] 2022,22972 [26] 22972,cve [26] 2022,22973 Top Word Pairs in Tweet in G6:
[27] #vmwareempower,online [27] cloud,vmware [25] vmware,cloud [16] ci,cd [15] vmware,explore [14] cross,cloud [14] vmware,tanzu [13] online,europe [13] general,session [13] vmware,vsphere Top Word Pairs in Tweet in G7:
[18] multi,cloud [14] vmware,mclaren [14] race,fuel [14] fuel,multi [14] cloud,innovation [14] innovation,app [14] app,flexibility [12] vmware,cloud [11] mclaren,race [10] #research,note Top Word Pairs in Tweet in G8:
[42] legitimate,vmware [41] #threathunting,ta's [41] ta's,used [41] used,legitimate [41] vmware,binary [41] binary,vmnat [41] vmnat,exe [41] exe,side [41] side,loading [41] loading,malicious Top Word Pairs in Tweet in G9:
[35] vmware,odukmill [35] odukmill,jamarion_west [20] greatgoatsnft,vmware [10] trippinapenft,vmware [7] memeland,vmware [6] 9gagceo,memeland [5] advmundlik,seetha487 [5] seetha487,vmware [4] greatgoatsnft,advmundlik [3] guttercatgang,9gagceo Top Word Pairs in Tweet in G10:
[64] vmware,cloud [51] multi,cloud [50] cloud,ready [50] ready,framework [49] cloud,strategy [40] framework,sets [40] sets,organization [40] organization,success [40] success,execute [40] execute,secure Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: