The graph represents a network of 4,622 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, 07 October 2022 at 01:34 UTC.
The requested start date was Friday, 07 October 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, 15-hour, 28-minute period from Thursday, 29 September 2022 at 17:08 UTC to Thursday, 06 October 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 : 4622
Unique Edges : 3775
Edges With Duplicates : 9376
Total Edges : 13151
Number of Edge Types : 5
Retweet : 2705
MentionsInRetweet : 3831
Tweet : 3695
Mentions : 2442
Replies to : 478
Self-Loops : 3799
Reciprocated Vertex Pair Ratio : 0.0332941637289463
Reciprocated Edge Ratio : 0.064442759666414
Connected Components : 1408
Single-Vertex Connected Components : 1094
Maximum Vertices in a Connected Component : 2384
Maximum Edges in a Connected Component : 8902
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.641425
Graph Density : 0.000247023844917718
Modularity : 0.385789
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 4,622 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, 07 October 2022 at 01:34 UTC.
The requested start date was Friday, 07 October 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, 15-hour, 28-minute period from Thursday, 29 September 2022 at 17:08 UTC to Thursday, 06 October 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:
[628] vmware,esxi [423] vmware,explore [411] esxi,hypervisors [214] virtualpita,virtualpie [209] novel,malware [208] explore,2022 [206] vmware,cloud [199] virtualpie,virtualgate [174] كورسات,مجانية [174] مجانية,في Top Word Pairs in Tweet in G1:
[220] vmware,esxi [188] vmware,explore [149] esxi,hypervisors [96] explore,2022 [84] malware,families [84] targeting,vmware [77] families,found [76] found,targeting [76] explore,europe [66] vmware,cloud Top Word Pairs in Tweet in G2:
[210] vmware,esxi [90] esxi,hypervisors [89] novel,malware [83] vcenter,servers [82] esxi,linux [81] linux,vcenter [75] #cloud,#devops [73] mandiant,identified [73] identified,novel [73] impacting,vmware Top Word Pairs in Tweet in G3:
[82] vmware,explore [41] vmware,cloud [38] explore,2022 [25] 2023,program [24] vexpert,applications [24] applications,2023 [24] program,open [24] subscribe,vexpert [22] vmware,tanzu [22] vexpert,blog Top Word Pairs in Tweet in G4:
[43] vmware,cloud [31] vmware,explore [18] vmware,#vsan [18] vmware,aria [18] mistwire,vmware [17] #vmwareexplore,2022 [14] cloud,consumption [14] consumption,interface [14] interface,cci [14] tech,ontap Top Word Pairs in Tweet in G5:
[174] كورسات,مجانية [174] مجانية,في [174] في,ألامن [174] ألامن,السيبراني [174] السيبراني,بجودة [174] بجودة,عالية [174] عالية,وبالعربي [174] وبالعربي,كورس [174] كورس,ejpt [174] ejpt,كورس Top Word Pairs in Tweet in G6:
[88] virtualpita,virtualpie [87] virtualpie,virtualgate [85] vmware,released [85] released,guidance [85] guidance,addressing [85] addressing,malware [85] malware,known [85] known,virtualpita [85] virtualgate,used [85] used,gain Top Word Pairs in Tweet in G7:
[79] within,esxi [79] esxi,hypervisors [78] novel,malware [78] malware,persistence [78] persistence,within [57] mandiant,working [57] working,vmware [57] vmware,release [57] release,info [57] info,novel Top Word Pairs in Tweet in G8:
[23] #biggboss16,#bb16 [20] #sumbultouqeerkhan,#sumbulsquad [16] #arylie,#sumaan [15] #sumbulsquad,#biggboss16 [12] #bb16,#biggboss16 [11] #biggboss,#biggboss16 [9] fiery,sumbul [9] sumbul,bb16 [9] #sumbultouqeerkhan,#sumbultouqeer [9] #fahmaankhan,#sumbultouqeerkhan Top Word Pairs in Tweet in G9:
[51] never,before [51] before,seen [50] hackers,using [50] using,never [50] seen,#malware [50] #malware,families [50] families,virtualpita [50] virtualpita,virtualpie [50] virtualpie,virtualgate [49] virtualgate,targeting Top Word Pairs in Tweet in G10:
[5] superior,performance [5] performance,scalability [5] scalability,virtualize [5] virtualize,consolidate [5] consolidate,workloads [5] workloads,streamline [5] streamline,data [5] data,science [5] science,operations [5] operations,discover 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 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:
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: