The graph represents a network of 4,149 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 September 2022 at 01:34 UTC.
The requested start date was Friday, 09 September 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, 19-hour, 22-minute period from Friday, 02 September 2022 at 13:15 UTC to Thursday, 08 September 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 : 4149
Unique Edges : 4797
Edges With Duplicates : 10175
Total Edges : 14972
Number of Edge Types : 5
Replies to : 903
Mentions : 3756
MentionsInRetweet : 4255
Retweet : 2275
Tweet : 3783
Self-Loops : 3878
Reciprocated Vertex Pair Ratio : 0.0534415694233046
Reciprocated Edge Ratio : 0.101460908653074
Connected Components : 1188
Single-Vertex Connected Components : 939
Maximum Vertices in a Connected Component : 2181
Maximum Edges in a Connected Component : 9968
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.817905
Graph Density : 0.000361939638532179
Modularity : 0.369056
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 4,149 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 September 2022 at 01:34 UTC.
The requested start date was Friday, 09 September 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, 19-hour, 22-minute period from Friday, 02 September 2022 at 13:15 UTC to Thursday, 08 September 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:
[833] vmware,explore [486] explore,2022 [316] multi,cloud [271] vmware,engineer [269] vmware,support [268] freelance,zzp [267] kpn,vmware [267] engineer,iaas [267] iaas,vmware [267] support,specialist Top Word Pairs in Tweet in G1:
[327] vmware,explore [271] vmware,engineer [268] freelance,zzp [267] kpn,vmware [267] engineer,iaas [267] iaas,vmware [267] vmware,support [267] support,specialist [267] specialist,freelance [199] explore,2022 Top Word Pairs in Tweet in G2:
[225] vmware,explore [128] explore,2022 [53] urls,vmware [53] vmware,tanzu [51] vmware,aria [50] demand,session [50] session,urls [49] vmware,cloud [49] multi,cloud [41] 2022,short Top Word Pairs in Tweet in G3:
[54] vmware,explore [42] learn,more [25] vmware,vsphere [23] multi,cloud [19] explore,2022 [18] stevetilkens,vmware [17] cloud,environments [15] horizon,cloud [15] cloud,service [15] service,next Top Word Pairs in Tweet in G4:
[122] #imlie,#arylie [72] fahmaankhan,touqeersumbul [68] #imlie,#aryansinghrathore [54] #arylie,#sumaan [53] #arylie,#imlie [50] #aryansinghrathore,#arylie [45] #arylie,#aryansinghrathore [35] #imlie,#sumaan [33] gt,gt [25] #arylie,#ravivaarwithstarparivaar Top Word Pairs in Tweet in G5:
[54] accenture,vmware [53] experts,accenture [53] oracle,trending [53] trending,topics [50] grow,business [50] business,attract [50] attract,customers [50] customers,help [50] help,planet [50] benefits,going Top Word Pairs in Tweet in G6:
[45] hacker,group [45] spotted,deploying [45] deploying,remote [45] remote,access [41] north,korean [41] korean,hacker [41] group,lazarus [41] lazarus,spotted [41] access,trojan [41] trojan,dubbed Top Word Pairs in Tweet in G7:
[76] piyushcom,broadcom [76] broadcom,vmware [64] dcallahan2,dvellante [58] hyounpark,sarbjeetjohal [56] sarbjeetjohal,piyushcom [54] rwang0,dcallahan2 [53] furrier,hyounpark [53] vmware,rwang0 [43] vmware,explore [43] dvellante,danielnewmanuv Top Word Pairs in Tweet in G8:
[56] netspi,onespan [56] onespan,netskope [52] september,marks [52] marks,national [52] national,insider [52] insider,threat [52] threat,awareness [52] awareness,month [52] month,industry [52] industry,experts Top Word Pairs in Tweet in G9:
[47] vmware,explore [34] explore,2022 [22] multi,cloud [15] #vmwareexplore,vmware [14] cloud,native [14] during,#vmwareexplore [14] read,more [14] vmware,netapp [13] vmware,aria [13] broadest,range Top Word Pairs in Tweet in G10:
[31] best,show [28] thank,vmwareexplore [28] vmwareexplore,re [28] re,honored [28] honored,cohesity [20] nasscom,intelindia [20] intelindia,infosys [20] infosys,goldmansachs [20] goldmansachs,wipro [20] wipro,nnarasimhan Top Replied-To in Entire Graph:
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 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: