The graph represents a network of 4,032 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, 09 December 2022 at 02:35 UTC.
The requested start date was Friday, 09 December 2022 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 8-day, 1-hour, 2-minute period from Wednesday, 30 November 2022 at 07:37 UTC to Thursday, 08 December 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 : 4032
Unique Edges : 4023
Edges With Duplicates : 9852
Total Edges : 13875
Number of Edge Types : 5
Tweet : 4133
Retweet : 2278
MentionsInRetweet : 3272
Mentions : 3510
Replies to : 682
Self-Loops : 4169
Reciprocated Vertex Pair Ratio : 0.0505467299360429
Reciprocated Edge Ratio : 0.096229379418696
Connected Components : 1250
Single-Vertex Connected Components : 985
Maximum Vertices in a Connected Component : 1857
Maximum Edges in a Connected Component : 8310
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.173906
Graph Density : 0.000313296161100676
Modularity : 0.354301
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,032 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, 09 December 2022 at 02:35 UTC.
The requested start date was Friday, 09 December 2022 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 8-day, 1-hour, 2-minute period from Wednesday, 30 November 2022 at 07:37 UTC to Thursday, 08 December 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:
[711] multi,cloud [400] vmware,aria [343] cloud,briefing [322] cloud,management [245] vmware,cloud [245] management,vmware [174] aria,hub [167] broadcom,vmware [156] vmware,explore [155] next,chapter Top Word Pairs in Tweet in G1:
[293] multi,cloud [134] cloud,briefing [110] cloud,management [102] management,vmware [102] vmware,aria [102] vmware,cloud [73] broadcom,vmware [67] next,chapter [62] #layoff,#layoffs [61] vmware,horizon Top Word Pairs in Tweet in G2:
[183] multi,cloud [133] vmware,aria [110] cloud,management [96] cloud,briefing [73] vmware,cloud [61] learn,more [55] management,vmware [47] next,chapter [38] aria,hub [37] cloud,aws Top Word Pairs in Tweet in G3:
[89] #sumbultouqeerkhan,#bb16 [81] #bb16,#biggboss16 [54] #sumbultouqeerkhan,#fahmaankhan [47] #fahmaankhan,#ravirandhawa [46] #sumbultouqeerkhan,#biggboss16 [40] #biggboss16,#bb16 [38] #fahmaankhan,#sumbultouqeerkhan [38] #ravirandhawa,#dharampatnii [35] born2nostalgia,bollywood_life [34] m_vmworld,born2nostalgia Top Word Pairs in Tweet in G4:
[28] multi,cloud [18] vmware,tanzu [17] cloud,briefing [15] vmware,cloud [12] open,source [11] netapp,vmware [11] amazon,fsx [11] source,project [11] fsx,netapp [10] member,vmware Top Word Pairs in Tweet in G5:
[73] data,sovereignty [72] cloud,critical [72] pressing,need [72] sovereignty,becoming [72] respond,quickly [72] organization,role [72] becoming,pressing [72] critical,respond [72] role,cloud [72] need,organization Top Word Pairs in Tweet in G6:
[22] starwindsan,#starwind_handy [14] #vmware,migrations [14] faster,#vsphere [14] improvements,#vmware [14] substantially,faster [14] ventura,pc [14] pc,vmware [14] #starwind_handy,thanks [14] migrations,substantially [14] macos,ventura Top Word Pairs in Tweet in G7:
[44] multi,cloud [42] vmware,aria [31] aria,hub [21] cloud,briefing [21] potential,#ransomware [21] using,yara [21] rules,f0wlsec [21] hunting,potential [21] esxi,using [21] vmware,esxi Top Word Pairs in Tweet in G8:
[37] sovereign,cloud [23] data,privacy [21] global,data [19] cloud,solution [18] cloud,provider [17] vmware,sovereign [16] multi,cloud [14] re,invent [12] invent,2022 [11] development,fixes Top Word Pairs in Tweet in G9:
[70] congratulations,vmware [70] private,limited [70] vmware,software [70] #digitalindia,#stpiindia [70] india,private [70] renewal,license [70] #growwithstpi,#digitalindia [70] software,india [70] license,#growwithstpi [70] limited,renewal Top Word Pairs in Tweet in G10:
[50] ibm,vmware [32] lacework,secureworks [32] vmware,gigamon [32] gigamon,mend_io [32] cxosync,inkhousepr [32] secureworks,attcyber [32] attcyber,paypal [32] paypal,cxosync [32] mend_io,lacework [31] inkhousepr,fortinet 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 G6:
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:
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:
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Top Tweeters in G9:
Top Tweeters in G10: