The graph represents a network of 4,370 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 Saturday, 03 April 2021 at 01:44 UTC.
The requested start date was Friday, 02 April 2021 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 3-day, 9-hour, 0-minute period from Monday, 29 March 2021 at 15:00 UTC to Friday, 02 April 2021 at 00:00 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 : 4370
Unique Edges : 4535
Edges With Duplicates : 9426
Total Edges : 13961
Number of Edge Types : 5
Tweet : 3288
Retweet : 2801
MentionsInRetweet : 4277
Mentions : 3016
Replies to : 579
Self-Loops : 3304
Reciprocated Vertex Pair Ratio : 0.0459259259259259
Reciprocated Edge Ratio : 0.0878186968838527
Connected Components : 1218
Single-Vertex Connected Components : 1010
Maximum Vertices in a Connected Component : 2833
Maximum Edges in a Connected Component : 11201
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.326126
Graph Density : 0.000332800315097056
Modularity : 0.388844
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 4,370 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 Saturday, 03 April 2021 at 01:44 UTC.
The requested start date was Friday, 02 April 2021 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 3-day, 9-hour, 0-minute period from Monday, 29 March 2021 at 15:00 UTC to Friday, 02 April 2021 at 00:00 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:
[1216] vmware,cloud [459] vrealize,operations [355] multi,cloud [338] cve,2021 [321] cloud,universal [268] vmware,vrealize [215] cloud,foundation [203] 2021,21975 [172] admin,credentials [162] global,launch Top Word Pairs in Tweet in G1:
[471] vmware,cloud [149] multi,cloud [144] vrealize,operations [123] cloud,universal [100] global,launch [90] vmware,vrealize [89] cloud,foundation [88] next,generation [86] generation,vmware [70] cloud,coming Top Word Pairs in Tweet in G2:
[336] vmware,cloud [108] cloud,universal [107] multi,cloud [51] vmware,vmware [40] learn,more [38] cloud,foundation [35] introducing,vmware [34] distributed,multi [33] app,modernization [31] vmware,tanzu Top Word Pairs in Tweet in G3:
[131] vmware,cloud [38] multi,cloud [38] jakerobinson,vmware [29] cloud,universal [24] learn,more [22] cloud,foundation [21] global,launch [19] read,more [18] bughunter_bh,vmware [17] launch,event Top Word Pairs in Tweet in G4:
[65] vmware,cloud [64] vrealize,operations [36] cloud,foundation [29] delltech,vmware [25] #cybersecurity,#infosec [24] vmware,vrealize [24] #sofiaitc,#technology [23] vmware,patches [23] thanks,30k [23] 30k,amazing Top Word Pairs in Tweet in G5:
[87] vmware,cloud [44] april,1st [38] vmware,vexpert [35] cloud,transformation [32] cloud,event [24] multi,cloud [20] app,cloud [20] cloud,universal [19] leading,change [19] 1st,vmware Top Word Pairs in Tweet in G6:
[257] cve,2021 [148] 2021,21975 [142] vrealize,operations [105] vmware,fixed [102] ptswarm,vmware [91] 21975,cve [91] 2021,21983 [91] 21983,chained [90] fixed,cve [90] chained,together Top Word Pairs in Tweet in G7:
[39] vmware,cloud [21] #vmware_me,#everythingvmware [14] icymi,take [14] take,deep [14] deep,dive [14] dive,#azurevmwaresolution [14] #azurevmwaresolution,insider [14] insider,tips [14] tips,demos [14] demos,watch Top Word Pairs in Tweet in G8:
[69] vmware,fixes [69] admin,credentials [58] attackers,steal [58] steal,admin [55] bleepincomputer,vmware [55] fixes,bug [55] bug,allowing [55] allowing,attackers [48] credentials,serghei [39] cve,2021 Top Word Pairs in Tweet in G9:
[28] projectreactor,team [28] looking,someone [19] vrealize,kopieren [17] vmware,vrealize [16] angreifer,admin [16] admin,zugangsdaten [16] zugangsdaten,vmware [15] kopieren,#patches [15] #patches,#sicherheitslücke [15] reactor,netty Top Word Pairs in Tweet in G10:
[49] twitter,siemens [49] siemens,vmware [48] #registernow,#shakticon'21 [48] #shakticon'21,shakticon [48] shakticon,announcing [48] announcing,#conference [48] #conference,#speakers [48] #speakers,twitter [47] shakticon,#registernow [47] vmware,ds 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 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: