The graph represents a network of 2,804 Twitter users whose recent tweets contained "vmworld OR vmware", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 02:19 UTC.
The tweets in the network were tweeted over the 5575-day, 3-hour, 14-minute period from Monday, 08 October 2007 at 21:41 UTC to Friday, 13 January 2023 at 00:55 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 2804
Unique Edges : 2315
Edges With Duplicates : 6713
Total Edges : 9028
Number of Edge Types : 9
Replies to : 577
MentionsInReplyTo : 974
Retweet : 1318
MentionsInRetweet : 2023
Mentions : 1270
Tweet : 2745
MentionsInQuote : 39
Quote : 47
MentionsInQuoteReply : 35
Self-Loops : 3208
Reciprocated Vertex Pair Ratio : 0.0514376996805112
Reciprocated Edge Ratio : 0.0978426010331206
Connected Components : 918
Single-Vertex Connected Components : 714
Maximum Vertices in a Connected Component : 1276
Maximum Edges in a Connected Component : 5444
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.91548
Graph Density : 0.000418722959861123
Modularity : 0.355034
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,804 Twitter users whose recent tweets contained "vmworld OR vmware", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 02:19 UTC.
The tweets in the network were tweeted over the 5575-day, 3-hour, 14-minute period from Monday, 08 October 2007 at 21:41 UTC to Friday, 13 January 2023 at 00:55 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[253] vmware,cloud [249] vmware,explore [212] explore,2023 [210] save,date [192] date,vmware [177] #layoff,#layoffs [165] vmware,aria [154] #citrix,ctxs [150] #layoffs,#redundancy [148] ctxs,#layoff Top Word Pairs in Tweet in G1:
[139] vmware,explore [125] explore,2023 [121] save,date [119] date,vmware [84] vmware,cloud [80] workspace,one [66] q3,2022 [66] hci,market [62] market,q3 [62] vmware,leads Top Word Pairs in Tweet in G2:
[40] vmware,cloud [33] vmware,explore [30] save,date [30] explore,2023 [29] vexpert,program [28] learn,more [26] date,vmware [23] vmware,horizon [22] storage,architecture [22] express,storage Top Word Pairs in Tweet in G3:
[72] cloud,status [72] vmw,cloud [43] start,time [41] time,january [31] #citrix,ctxs [30] thelayoffbot,citrix [28] #layoffs,#redundancy [28] #layoff,#layoffs [27] ctxs,#layoff [26] please,advised Top Word Pairs in Tweet in G4:
[22] loves,sumbul [22] nation,loves [21] useless,nation [21] m_vmworld,useless [20] devil_inheaven1,m_vmworld [17] beingsalmankhan,shekharsuman7 [17] colorstv,beingsalmankhan [14] m_vmworld,papatouqeer [12] m_vmworld,colorstv [9] fahmaankhan,touqeersumbul Top Word Pairs in Tweet in G5:
[5] secureworks,paypal [3] later,month [3] series,accelerate [3] ratio,10 [3] mend_io,lacework [3] zivver_en,trendmicro [3] companies,valued [3] cash,flow [3] companies,colleagues [3] month,part Top Word Pairs in Tweet in G6:
[69] vmware,cloud [62] vmware,aria [34] aria,operations [30] vmware,explore [25] packed,improvements [25] explore,2023 [25] save,date [25] date,vmware [24] powered,cloudhealth [24] workspace,one Top Word Pairs in Tweet in G7:
[149] #layoff,#layoffs [123] #citrix,ctxs [122] #layoffs,#redundancy [122] #vmware,#cisco [122] #cisco,#wrike [122] #economy,#jobcuts [122] #florida,#vmware [122] #cloud,#economy [121] #virtualization,#cloud [121] #fortlauderdale,#florida Top Word Pairs in Tweet in G8:
[81] 2022,31705 [80] cve,2022 [64] oob,poc [64] 31705,geekpwn [64] vmware,ehci [64] geekpwn,2022 [64] ehci,oob [64] 2022,vmware [42] momika233,cve [16] github,s0duku Top Word Pairs in Tweet in G9:
[66] analyst,sr_mcdowell [66] concerns,decision [66] broadcom,acquisition [66] vmware,raises [66] decision,makers [66] explains,broadcom [66] raises,concerns [66] sr_mcdowell,explains [66] acquisition,vmware [65] makers,#nutanixforecast Top Word Pairs in Tweet in G10:
[16] save,date [11] vmware,explore [11] explore,2023 [11] 21,24 [8] vexpert,program [6] 24,venetian [6] learn,vexpert [6] vmwareexplore,2023 [6] date,vmware [5] vmware,renforce 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 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: