The graph represents a network of 3,721 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, 02 September 2022 at 01:31 UTC.
The requested start date was Friday, 02 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 2-day, 13-hour, 37-minute period from Monday, 29 August 2022 at 19:00 UTC to Thursday, 01 September 2022 at 08:38 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 : 3721
Unique Edges : 4545
Edges With Duplicates : 13564
Total Edges : 18109
Number of Edge Types : 5
Tweet : 3160
Retweet : 2688
MentionsInRetweet : 5054
Replies to : 897
Mentions : 6310
Self-Loops : 3213
Reciprocated Vertex Pair Ratio : 0.0617244157937147
Reciprocated Edge Ratio : 0.116272009714633
Connected Components : 1091
Single-Vertex Connected Components : 914
Maximum Vertices in a Connected Component : 2152
Maximum Edges in a Connected Component : 12183
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.442639
Graph Density : 0.000475938656795346
Modularity : 0.279834
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,721 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, 02 September 2022 at 01:31 UTC.
The requested start date was Friday, 02 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 2-day, 13-hour, 37-minute period from Monday, 29 August 2022 at 19:00 UTC to Thursday, 01 September 2022 at 08:38 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:
[799] vmware,explore [446] multi,cloud [410] explore,2022 [364] fahmaankhan,touqeersumbul [314] vmware,cloud [258] m_vmworld,justrandomthi19 [253] vmware,aria [230] cloud,management [223] vmware,tanzu [183] justrandomthi19,kavita_tre Top Word Pairs in Tweet in G1:
[311] vmware,explore [167] explore,2022 [150] multi,cloud [107] enterprise,workload [107] workload,platform [105] vsphere,enterprise [102] introducing,vsphere [100] vmware,cloud [94] platform,#vmwareexplore [92] vmware,tanzu Top Word Pairs in Tweet in G2:
[76] multi,cloud [63] vmware,explore [41] vmware,cloud [36] learn,more [34] vmware,ceo [33] #vmwareexplore,2022 [32] vmware,vsphere [29] vmware,aria [29] hybrid,cloud [28] cloud,management Top Word Pairs in Tweet in G3:
[130] multi,cloud [116] vmware,explore [89] vmware,aria [86] cloud,management [59] vmware,tanzu [57] vmware,cloud [49] vmware,ceo [45] hybrid,cloud [44] #vmwareexplore,2022 [41] tanzu,application Top Word Pairs in Tweet in G4:
[92] vmware,explore [62] vmware,cloud [45] spring,apps [44] integration,amazon [42] netapp,ontap [41] amazon,fsx [41] fsx,netapp [37] explore,2022 [36] vmware,tanzu [32] application,platform Top Word Pairs in Tweet in G5:
[79] broadcom,vmware [71] ctoadvisor,rwang0 [71] rwang0,dcallahan2 [70] vmware,ctoadvisor [57] piyushcom,broadcom [56] danielnewmanuv,craw [54] dcallahan2,dvellante [50] dvellante,danielnewmanuv [46] tcrawford,furrier [43] vmware,explore Top Word Pairs in Tweet in G6:
[364] fahmaankhan,touqeersumbul [258] m_vmworld,justrandomthi19 [183] justrandomthi19,kavita_tre [144] touqeersumbul,m_vmworld [125] jst_randomthotz,m_vmworld [116] touqeersumbul,jst_randomthotz [78] kavita_tre,camelia42129137 [77] #imlie,#arylie [68] reesa_tasmin_5,jst_randomthotz [65] arylie50_50,fahmaankhan Top Word Pairs in Tweet in G7:
[21] vmwareが,vsphere [21] vsphere,と [21] と,vsan [21] vsan,を発表 [21] を発表,smartnicへ処理をオフロード [21] smartnicへ処理をオフロード,ssdに最適化したアーキテクチャで高速化など [13] ブログ書きました,vmwareが [12] vmware,tanzu [12] publickey,ブログ書きました [10] vmware,explore Top Word Pairs in Tweet in G8:
[12] learn,more [12] booth,1501 [11] chance,win [11] booth,1815 [9] stop,booth [9] #vmwareexplore,booth [8] #vmwareexplore,2022 [8] tricerat,booth [8] print,management [8] win,nintendo Top Word Pairs in Tweet in G9:
[6] broadcom,acquisition [6] vmware,ceo [5] explore,conference [5] data,center [5] vmware,assure [5] assure,apac [5] apac,customers [5] customers,broadcom [5] acquisition,repeat [5] repeat,history Top Word Pairs in Tweet in G10:
[8] #ehealth,#finserv [8] #finserv,#cloud [8] #cloud,#insurtech [7] #healthtech,#datascientist [7] #datascientist,#csuite [7] #csuite,#digitalhealth [7] #digitalhealth,#web3 [7] #web3,#cx [6] chidambara09,#healthtech [6] #cx,#ehealth Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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 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: