The graph represents a network of 4,509 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, 06 May 2022 at 01:32 UTC.
The requested start date was Friday, 06 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 6-day, 18-hour, 43-minute period from Thursday, 28 April 2022 at 13:51 UTC to Thursday, 05 May 2022 at 08:35 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 : 4509
Unique Edges : 4434
Edges With Duplicates : 9145
Total Edges : 13579
Number of Edge Types : 5
Mentions : 2886
Replies to : 704
Tweet : 3411
Retweet : 2544
MentionsInRetweet : 4034
Self-Loops : 3465
Reciprocated Vertex Pair Ratio : 0.0428370786516854
Reciprocated Edge Ratio : 0.0821548821548822
Connected Components : 1288
Single-Vertex Connected Components : 938
Maximum Vertices in a Connected Component : 2532
Maximum Edges in a Connected Component : 10348
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.936033
Graph Density : 0.00029222832064354
Modularity : 0.387603
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,509 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, 06 May 2022 at 01:32 UTC.
The requested start date was Friday, 06 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 6-day, 18-hour, 43-minute period from Thursday, 28 April 2022 at 13:51 UTC to Thursday, 05 May 2022 at 08:35 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:
[308] multi,cloud [269] vmware,workspace [254] workspace,one [236] vmware,cloud [227] cve,2022 [204] cloud,vmware [187] 2022,22954 [183] vmware,explore [166] one,access [158] vmware,engine Top Word Pairs in Tweet in G1:
[80] multi,cloud [74] vmware,explore [56] registration,live [55] explore,registration [49] #everythingvmware,#vexpert [48] #vmware_me,#everythingvmware [46] #multicloud,#crosscloud [45] vmware,vrealize [45] #crosscloud,#vmware_me [41] vrealize,automation Top Word Pairs in Tweet in G2:
[66] aaronbuley,vmware [55] vmware,cloud [47] multi,cloud [40] cloud,aws [36] vmware,dellapex [35] #vmware,#vmwaretam [35] #vmwaretam,#vexpert [35] #vexpert,#vcommunity [33] follow,along [33] along,#aws Top Word Pairs in Tweet in G3:
[112] multi,cloud [82] vmware,cloud [75] cloud,vmware [61] vmware,explore [60] google,cloud [57] vmware,vrealize [54] vmware,engine [50] vrealize,automation [48] cloud,aws [45] learn,more Top Word Pairs in Tweet in G4:
[11] multi,cloud [11] radio,event [10] great,finally [10] finally,together [10] together,person [10] person,radio [10] event,kitcolbert [10] kitcolbert,kicking [10] kicking,things [10] things,over Top Word Pairs in Tweet in G5:
[184] vmware,workspace [182] cve,2022 [149] workspace,one [149] 2022,22954 [124] one,access [92] access,cve [82] curl,kv [77] exploit,vmware [76] 22954,curl [75] wvuuuuuuuuuuuuu,exploit Top Word Pairs in Tweet in G6:
[44] vmware,microsoft [31] microsoft,tesla [30] alisaesage,vmware [23] google,cloud [23] cloud,vmware [23] vmware,engine [19] atos,vmware [17] experts,vmware [17] vmware,sungardas [17] sungardas,uipath Top Word Pairs in Tweet in G7:
[31] vmware,engine [25] cloud,skills [24] vmware,sovereign [24] sovereign,cloud [24] cloud,camp [23] cloud,provider [23] take,cloud [23] skills,heights [23] heights,free [23] free,introducing Top Word Pairs in Tweet in G8:
[86] greater,flexibility [86] flexibility,faster [86] faster,processing [86] processing,speeds [86] #vmware,solution [85] oraclecloud,#vmware [84] speeds,discover [84] discover,features [84] features,oraclecloud [84] solution,release Top Word Pairs in Tweet in G9:
[87] log4shell,proxyshell [87] proxyshell,proxylogon [87] proxylogon,zerologon [87] zerologon,flaws [87] flaws,zoho [87] zoho,manageengine [87] manageengine,ad [87] ad,selfservice [87] selfservice,plus [87] plus,atlassian Top Word Pairs in Tweet in G10:
[9] organization,needs [9] needs,set [9] set,ethical [9] ethical,principles [9] principles,#ai [9] #ai,terence_mills [9] terence_mills,#ethics [8] michaeldell,elonmusk [8] elonmusk,twitter [8] twitter,dell 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 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:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: