vmworld OR vmware, Twitter, 3/17/2023 1:25:53 AM, 291394


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vmworld OR vmware_2023-03-16_18-15-39.xlsx
vmworld OR vmware_2023-03-16_18-15-39.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 17, 2023
Short Description:
vmworld OR vmware via NodeXL https://bit.ly/406DuYY
@vmware
@cchilderhose
@trendylinksnet
@0xor0ne
@lordnoteworthy
@vmware_fr
@vmugfr
@vexpert
@lamw
@myvmug

Top hashtags:
#vmware
#cloud
#vexpert
#azure
#vsan
#vsphere
#vmwaredown
#outage
#vmwareoutage
#utah

Description:
Description
The graph represents a network of 2,886 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 01:19 UTC.

The tweets in the network were tweeted over the 5638-day, 2-hour, 18-minute period from Monday, 08 October 2007 at 21:41 UTC to Friday, 17 March 2023 at 00:00 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


Overall Graph Metrics
Vertices : 2886
Unique Edges : 2372
Edges With Duplicates : 6719
Total Edges : 9091
Number of Edge Types : 9
Retweet : 1534
MentionsInRetweet : 2408
Tweet : 2567
MentionsInReplyTo : 617
Mentions : 1556
Replies to : 351
Quote : 29
MentionsInQuote : 26
MentionsInQuoteReply : 3
Self-Loops : 3017
Reciprocated Vertex Pair Ratio : 0.0416156670746634
Reciprocated Edge Ratio : 0.0799059929494712
Connected Components : 964
Single-Vertex Connected Components : 769
Maximum Vertices in a Connected Component : 1400
Maximum Edges in a Connected Component : 5894
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.438305
Graph Density : 0.000408834377638537
Modularity : 0.362434
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,886 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 01:19 UTC.

The tweets in the network were tweeted over the 5638-day, 2-hour, 18-minute period from Monday, 08 October 2007 at 21:41 UTC to Friday, 17 March 2023 at 00:00 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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[63] https://blogs.vmware.com/virtualblocks/2023/03/14/announcing-vsan-8-update-1/
[60] https://blogs.vmware.com/vsphere/2023/03/announcing-vsphere-8-update-1.html
[46] https://www.fing.com/products/fing-desktop?utm_source=alert&utm_medium=twitter&utm_campaign=dropdetect
[26] https://azure.microsoft.com/en-us/updates/general-availability-of-azure-hybrid-benefit-for-sql-server-on-azure-vmware-solution/
[24] https://app.fing.com/internet/provider/VMWare/US/Utah?utm_source=alert&utm_medium=twitter&utm_campaign=dropdetect
[17] https://blogs.vmware.com/euc/2022/08/vmware-named-as-a-leader-in-2022-gartner-magic-quadrant-for-uem-tools.html?utm_source=rss&utm_medium=rss&utm_campaign=vmware-named-as-a-leader-in-2022-gartner-magic-quadrant-for-uem-tools
[15] https://hybridcloud.connpass.com/event/277652/
[15] https://docs.saferwall.com/blog/virtualization-internals-part-2-vmware-and-virtualization-using-binary-translation/
[14] https://core.vmware.com/blog/virtually-speaking-podcast-announcing-vsan-8-update-1
[13] https://www.bleepingcomputer.com/news/security/cisa-warns-of-critical-vmware-rce-flaw-exploited-in-attacks/

Top URLs in Tweet in G1:
[25] https://azure.microsoft.com/en-us/updates/general-availability-of-azure-hybrid-benefit-for-sql-server-on-azure-vmware-solution/
[10] https://blogs.vmware.com/vsphere/2023/03/announcing-vsphere-8-update-1.html
[9] https://blogs.vmware.com/virtualblocks/2023/03/14/announcing-vsan-8-update-1/
[9] https://techtarget.itmedia.co.jp/tt/news/2303/15/news12.html
[8] https://twinybots.ch/
[8] https://www.vmware.com/welcome/mclaren.html
[7] https://techtarget.itmedia.co.jp/tt/news/2303/15/news02.html
[7] https://aws.amazon.com/blogs/machine-learning/how-vmware-built-an-mlops-pipeline-from-scratch-using-gitlab-amazon-mwaa-and-amazon-sagemaker/
[6] https://www.vmware.com/learn/332411_REG.html?src=so_udu86q4hbw3s3&cid=7012H000000wtaIQAQ
[5] https://blogs.vmware.com/euc/2023/03/the-new-app-volumes-4-evaluation-guide-is-here.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=the-new-app-volumes-4-evaluation-guide-is-here

Top URLs in Tweet in G2:
[16] https://blogs.vmware.com/euc/2022/08/vmware-named-as-a-leader-in-2022-gartner-magic-quadrant-for-uem-tools.html?utm_source=rss&utm_medium=rss&utm_campaign=vmware-named-as-a-leader-in-2022-gartner-magic-quadrant-for-uem-tools
[7] https://www.fastcompany.com/90831576/2023-cybersecurity-predictions-more-ransomware-attacks-on-critical-infrastructure-and-stolen-credentials
[6] https://contentmx.com/b/page/page.php?u=wwsinc&i=3238289
[5] https://www.youtube.com/watch?v=Hv_Zd_7QrTo&feature=youtu.be

[5] https://blogs.vmware.com/euc/2023/01/workspace-one-extends-shift-based-access-control-for-frontline-workers-with-ukg-dimensions-integration.html?utm_source=rss&utm_medium=rss&utm_campaign=workspace-one-extends-shift-based-access-control-for-frontline-workers-with-ukg-dimensions-integration
[4] https://blogs.vmware.com/customer-experience-and-success/2023/03/a-womans-world-vmware-spotlight-on-monica-martz.html
[4] https://www.vmware.com/customer-success/technical-account-management-services.html
[4] https://www.youtube.com/watch?v=Jdjy4RkOsS4&feature=youtu.be

[3] https://my.vmug.com/s/community-event?id=a1Y4x000002D7PqEAK
[3] https://www.sapinsiderevent.com/event/85895e58-0ae9-4c95-a449-7b7e8781971b/summary

Top URLs in Tweet in G3:
[44] https://blogs.vmware.com/virtualblocks/2023/03/14/announcing-vsan-8-update-1/
[42] https://blogs.vmware.com/vsphere/2023/03/announcing-vsphere-8-update-1.html
[13] https://core.vmware.com/blog/virtually-speaking-podcast-announcing-vsan-8-update-1
[5] https://zededa.vfairs.com/
[4] https://blogs.vmware.com/vsphere/2023/02/vsphere-cheer-sneaker-giveaway.html
[4] https://twitter.com/Lost_Signal/status/1636076262845235201/photo/1
[4] https://blog.engyak.co/2023/03/d2-diagramming-vsphere
[4] https://www.stephenwagner.com/2023/03/05/nvidia-vgpu-troubleshooting-guide/
[4] https://blogs.vmware.com/euc/2023/03/announcing-end-of-support-for-pcoip-in-vmware-horizon.html
[3] https://williamlam.com/2023/03/ssd-with-multiple-nvme-namespaces-for-vmware-homelab.html

Top URLs in Tweet in G4:
[7] https://go.oracle.com/LP=133661?elqCampaignId=371157
[5] https://news.vmware.com/technologies/the-journey-to-cloud-smart-executives-share-their-perspectives
[4] https://twitter.com/CRN/status/1636449797191213060/photo/1
[4] https://blogs.vmware.com/security/2023/03/security-designed-for-cloud-native-architecture.html?utm_source=rss&utm_medium=rss&utm_campaign=security-designed-for-cloud-native-architecture
[4] https://news.vmware.com/leadership/why-a-supercloud-architecture-is-the-ticket-to-the-next-level
[4] https://twitter.com/LutechGroup/status/1635585067174047744/photo/1
[2] https://wearetechwomen.com/karen-worstell-senior-cybersecurity-strategist-at-vmware/
[2] https://twitter.com/vmwarenews/status/1636125437708435462/photo/1
[2] https://news.vmware.com/apps-cloud/how-did-the-move-to-cloud-get-so-clouded
[2] https://twitter.com/vmwarenews/status/1636487782490152960/photo/1

Top URLs in Tweet in G5:
[14] https://docs.saferwall.com/blog/virtualization-internals-part-2-vmware-and-virtualization-using-binary-translation/
[4] https://twitter.com/0xor0ne/status/1635377710720512002/photo/1
[4] https://twitter.com/ptracesecurity/status/1635974345242624002/photo/1
[1] https://docs.saferwall.com/blog/virtualization-internals-part-1-intro-to-virtualization/

Top URLs in Tweet in G6:
[1] https://www.politico.eu/article/ransomware-hacking-campaign-targets-europe-and-north-america-italy-warns/

Top URLs in Tweet in G7:
[2] https://itsocial.fr/actualites/t-systems-ouvre-un-centre-dexcellence-avec-vmware-pour-fournir-des-services-de-migration-de-modernisation-dapplications-et-de-securite/
[1] https://twitter.com/francoistonic/status/1635532119425294339/photo/1
[1] https://twitter.com/AtaxyaNetwork/status/1635609356971692034/photo/1
[1] https://twitter.com/itsocial_fr/status/1635923217285038084/photo/1
[1] https://disruptivsummit-hiver.republikgroup.fr/fr/
[1] https://twitter.com/VMware_Fr/status/1635210393240104960/photo/1
[1] https://tanzu.vmware.com/content/ebooks/securing-cloud-applications
[1] https://twitter.com/VMware_Fr/status/1635944022765076480/photo/1
[1] https://www.distributique.com/actualites/lire-vmware-actualise-workspace-one-pour-renforcer-ses-performances-33685.html
[1] https://twitter.com/VMware_Fr/status/1636019653435613184/photo/1

Top URLs in Tweet in G8:
[10] https://www.verge.io/webinar/live-vmware-migration-demonstration/?utm
[9] https://www.techtarget.com/searchvirtualdesktop/opinion/Alternatives-to-Citrix-Microsoft-and-VMware-for-remote-work
[2] https://storageswiss.com/2023/03/13/minimize-vmware-tco-triggers/
[2] http://docs.frame.nutanix.com/blog/2023/03/14/introducing-frame-single-sign-on/
[2] https://vexpert.vmware.com/my/subprograms
[1] https://thinclient.net/2023eucmastersretreat
[1] https://twitter.com/stevegreenberg/status/1636024755320160258/photo/1
[1] https://www.controlup.com/wp-content/pdf/ebook/22/Analyzing-VMware-Horizon-Logons.pdf
[1] https://twitter.com/ControlUp/status/1635278825755148297/photo/1
[1] https://www.storagenewsletter.com/2023/03/16/vergeio-announces-vmware-exit-strategy/

Top URLs in Tweet in G9:
[15] https://hybridcloud.connpass.com/event/277652/
[7] https://technative.io/evolving-cybersecurity-threats-require-modern-defences/
[5] https://couponos.me/coupon/clearvsphere7/
[4] https://www.amazon.com/dp/0988695634/ref=sr_1_2?crid=11E92LAA793IH&keywords=thincr+llc&qid=1676724423&sprefix=thincr+ll,aps,283&sr=8-2
[4] https://azure.microsoft.com/en-us/updates/general-availability-of-azure-hybrid-benefit-for-sql-server-on-azure-vmware-solution/?utm_source=twitter&utm_medium=social&utm_campaign=benstegink&utm_content=articles#sq_hc11mlxgnl
[3] https://healthcarenowradio.airtime.pro/
[2] https://technative.io/top-10-it-observations-for-business-leaders-in-2023/
[2] https://calendly.com/appranix-team/30min?month=2022-05
[2] https://medium.com/appranix/appreciate-your-rto-63a2eff15c4d
[2] https://twitter.com/isnotvoice

Top URLs in Tweet in G10:
[12] https://twitter.com/fon321/status/1632872632898158592/photo/1
[11] https://events.dell.com/QDnGEW?dgc=sm&cid=CITE_sm_Camp&lid=LINKPromo&RefID=sm_CITE_Camp_LINKPromo
[5] https://www.tdworld.com/resources/webinars/webinar/21261363/building-the-business-case-for-virtualized-digital-substations
[5] https://my.vmug.com/s/community-event?id=a1Y4x000002D7OiEAK
[4] https://twitter.com/VDIallStar/status/1636438342806978563/photo/1
[3] https://blogs.vmware.com/opensource/2023/03/07/keynote-at-kubernetes-community-days-amsterdam/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=keynote-at-kubernetes-community-days-amsterdam
[2] https://twitter.com/NJ_VMUG/status/1635350272028573696/photo/1
[2] https://twitter.com/NJ_VMUG/status/1636075047054987265/photo/1
[2] https://twitter.com/ben_liebowitz/status/1635635400055111681/photo/1
[1] https://twitter.com/maguedlouka/status/1636004334029635588/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1923] vmware.com
[992] twitter.com
[95] contentmx.com
[70] fing.com
[69] microsoft.com
[66] dy.si
[55] youtube.com
[49] butterflypublisher.com
[43] linkedin.com
[37] rolepoint.com

Top Domains in Tweet in G1:
[812] vmware.com
[238] twitter.com
[56] dy.si
[46] microsoft.com
[27] co.jp
[23] linkedin.com
[21] amazon.com
[19] contentmx.com
[16] infl.tv
[16] google.com

Top Domains in Tweet in G2:
[220] vmware.com
[187] twitter.com
[41] contentmx.com
[36] butterflypublisher.com
[22] youtube.com
[14] vmug.com
[9] lll-ll.com
[7] fastcompany.com
[5] zoom.us
[3] sapinsiderevent.com

Top Domains in Tweet in G3:
[545] vmware.com
[121] twitter.com
[16] paper.li
[14] williamlam.com
[11] linkedin.com
[10] linuxconcept.com
[7] vladan.fr
[6] nvidia.com
[6] vfairs.com
[5] youtube.com

Top Domains in Tweet in G4:
[65] twitter.com
[28] vmware.com
[10] dy.si
[10] oracle.com
[5] forbes.com
[4] netapp.com
[4] crn.com
[4] contentmx.com
[4] sesin.at
[3] microsoft.com

Top Domains in Tweet in G5:
[15] saferwall.com
[8] twitter.com

Top Domains in Tweet in G6:
[1] politico.eu

Top Domains in Tweet in G7:
[8] twitter.com
[2] itsocial.fr
[1] republikgroup.fr
[1] vmware.com
[1] distributique.com
[1] zoom.us
[1] ovhcloud.com

Top Domains in Tweet in G8:
[16] twitter.com
[13] verge.io
[10] techtarget.com
[9] vmware.com
[3] nutanix.com
[2] storageswiss.com
[1] thinclient.net
[1] controlup.com
[1] storagenewsletter.com
[1] ow.ly

Top Domains in Tweet in G9:
[17] twitter.com
[15] connpass.com
[10] technative.io
[6] couponos.me
[5] microsoft.com
[4] amazon.com
[4] airtime.pro
[3] deloitte.com
[2] calendly.com
[2] medium.com

Top Domains in Tweet in G10:
[50] twitter.com
[22] vmware.com
[15] dell.com
[5] tdworld.com
[5] vmug.com
[2] principledtechnologies.com
[1] couponos.me

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[640] vmware
[124] cloud
[104] vexpert
[93] azure
[81] vsan
[79] vsphere
[71] vmwaredown
[71] outage
[70] vmwareoutage
[68] utah



Top Hashtags in Tweet in G1:
[188] vmware
[31] cloud
[27] azure
[24] vexpert
[17] virtualization
[17] lenovo
[15] vcommunity
[14] aws
[13] vmug
[13] linux

Top Hashtags in Tweet in G2:
[62] vmware
[36] cybersecurity
[32] cloud
[31] multicloud
[25] security
[17] carbonblackcloud
[13] vexpert
[12] vmwarepartners
[11] usercon
[10] tam

Top Hashtags in Tweet in G3:
[125] vmware
[69] vsan
[56] vexpert
[47] vsphere
[15] horizon
[14] piday
[13] euc
[12] vmwonaws
[12] cybersecurity
[10] security

Top Hashtags in Tweet in G4:
[22] mwc23
[11] cloud
[10] gtc23
[9] ai
[8] generativeai
[4] infosec
[4] security
[4] vmware
[3] 5g
[3] multicloud

Top Hashtags in Tweet in G5:
[2] infosec
[1] virtualization
[1] hacking
[1] infotech
[1] learning
[1] pentesting
[1] vmware
[1] cybersecurity

Top Hashtags in Tweet in G7:
[12] kubernetes
[11] serverless
[5] vmugfr
[3] vmware
[2] blog
[2] lesaviezvous
[2] ovhcloud
[2] esxi
[1] applications
[1] sécurité

Top Hashtags in Tweet in G8:
[12] vmware
[5] eucmastersretreat
[4] euc
[3] ebook
[3] citrix
[3] microsoft
[3] vmwarehorizon
[3] daas
[3] vexpert
[2] vdi

Top Hashtags in Tweet in G9:
[33] vmware
[31] cloud
[22] azure
[15] sustainability
[15] telco
[15] metaverse
[15] supplychain
[12] hybridcloud
[12] avs
[10] kubernetes

Top Hashtags in Tweet in G10:
[26] vmware
[16] iwork4dell
[13] kubernetes
[13] delltech
[10] tanzu
[9] njvmug
[5] vrops
[4] job
[4] portugal
[4] it

Top Words
Top Words in Tweet in Entire Graph:
[3320] vmware
[855] cloud
[638] #vmware
[385] update
[369] more
[363] vsphere
[349] learn
[325] virtualization
[313] 2023
[308] azure

Top Words in Tweet in G1:
[1076] vmware
[254] cloud
[188] #vmware
[180] azure
[145] solution
[142] vsphere
[134] update
[111] 2023
[107] learn
[103] more

Top Words in Tweet in G2:
[544] vmware
[155] cloud
[92] read
[82] one
[79] more
[77] workspace
[62] help
[61] #vmware
[60] learn
[56] cyber

Top Words in Tweet in G3:
[558] vmware
[168] update
[154] cloud
[137] vsphere
[125] #vmware
[72] vsan
[69] #vsan
[67] vmwarevsphere
[64] more
[58] announced

Top Words in Tweet in G4:
[166] vmware
[74] cloud
[34] azure
[32] more
[28] sarbjeetjohal
[23] join
[22] #mwc23
[21] oracle
[21] learn
[20] costs

Top Words in Tweet in G5:
[281] virtualization
[127] series
[127] very
[127] x86
[127] cool
[127] lordnoteworthy
[127] works
[127] explaining
[127] intro
[126] 0xor0ne

Top Words in Tweet in G6:
[128] sure
[128] campaign
[128] targets
[128] date
[128] make
[128] instances
[128] europe
[128] use
[128] america
[128] vmware

Top Words in Tweet in G7:
[23] ataxyanetwork
[17] source
[17] souverain
[16] vmware
[15] cloud
[15] passionnés
[15] gens
[15] truc
[15] d'emploi
[15] gars

Top Words in Tweet in G8:
[61] vmware
[19] nutanix
[19] live
[18] save
[16] see
[15] citrix
[13] alternatives
[13] vergeos
[12] blog
[12] #vmware

Top Words in Tweet in G9:
[50] vmware
[47] 2023
[33] #vmware
[31] #cloud
[30] 14
[28] 金
[28] technative
[22] business
[22] #azure
[16] 10

Top Words in Tweet in G10:
[35] cloud
[31] technologies
[31] native
[30] modernization
[30] world
[29] application
[29] latest
[28] step
[28] discover
[28] including

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[205] workspace,one
[201] vmware,cloud
[165] vmware,solution
[163] vmware,aria
[140] azure,vmware
[138] make,sure
[136] learn,more
[136] use,vmware
[133] vsphere,update
[131] intro,virtualization

Top Word Pairs in Tweet in G1:
[108] vmware,solution
[104] azure,vmware
[87] vmware,cloud
[75] vmware,aria
[72] workspace,one
[63] vsphere,update
[54] hybrid,benefit
[54] learn,more
[52] azure,hybrid
[50] vsan,update

Top Word Pairs in Tweet in G2:
[69] workspace,one
[49] vmware,workspace
[41] experiences,employees
[41] help,deliver
[41] engaging,productive
[41] one,help
[41] employees,watch
[41] deliver,engaging
[41] productive,experiences
[38] vmware,aria

Top Word Pairs in Tweet in G3:
[61] vmware,cloud
[54] vsan,update
[38] vsphere,update
[37] cloud,aws
[37] vsphere,vsan
[36] update,announced
[35] lamw,vsphere
[31] vmware,aria
[31] workspace,one
[31] vmware,#vsan

Top Word Pairs in Tweet in G4:
[18] during,#mwc23
[17] vmware,environment
[11] multi,cloud
[10] increase,resilience
[10] sustainable,network
[10] #mwc23,barcelona
[10] lawrence,vmware
[10] virtual,assistants
[10] barcelona,david
[10] lower,infrastructure

Top Word Pairs in Tweet in G5:
[127] cool,series
[127] intro,virtualization
[127] explaining,virtualization
[127] very,cool
[127] x86,works
[127] works,intro
[127] virtualization,x86
[127] series,lordnoteworthy
[127] lordnoteworthy,explaining
[126] 0xor0ne,very

Top Word Pairs in Tweet in G6:
[128] campaign,targets
[128] europe,north
[128] targets,europe
[128] date,ransomware
[128] hacking,campaign
[128] ransomware,hacking
[128] vmware,make
[128] sure,instances
[128] make,sure
[128] north,america

Top Word Pairs in Tweet in G7:
[15] gens,passionnés
[15] d'open,source
[15] demandent,gens
[15] d'emploi,missions
[15] gars,offres
[15] source,truc
[15] missions,demandent
[15] offres,d'emploi
[15] passionnés,d'open
[15] truc,souverain

Top Word Pairs in Tweet in G8:
[15] see,live
[11] vmware,alternative
[10] save,money
[9] live,demonstration
[9] thursday,march
[9] march,16th
[9] demonstration,thursday
[6] vmware,remote
[6] remote,work
[6] alternatives,citrix

Top Word Pairs in Tweet in G9:
[15] #cloud,#supplychain
[15] business,leaders
[15] #metaverse,#cloud
[15] leaders,2023
[15] #sustainability,#telco
[15] 14,金
[15] 14,00
[15] 10,observations
[15] #telco,#metaverse
[15] top,10

Top Word Pairs in Tweet in G10:
[31] native,technologies
[31] cloud,native
[28] latest,cloud
[28] discover,latest
[28] step,world
[28] world,application
[28] technologies,including
[24] application,modernization
[24] modernization,discover
[12] including,kubernetes

Top Replied-To
Top Replied-To in Entire Graph:
@vmware
@geek1it
@lamw
@cloudboundboris
@stevendickens3
@rkarsnk_jp
@fattselimi
@kunisuzaki
@itoooon
@butch7903

Top Replied-To in G1:
@bottingkruger

Top Replied-To in G2:
@vmware
@stevendickens3
@fattselimi
@danielnewmanuv
@hugopicanco
@ctoadvisor
@bradtompkins_
@paul__usher
@uncommon_lover
@nav1n0x

Top Replied-To in G3:
@vmware
@lamw
@cloudboundboris
@butch7903
@angrysysops
@luciano_pt
@virtualhobbit
@vmwarehorizon
@michaelcade1
@vmwarevsphere

Top Replied-To in G4:
@sarbjeetjohal
@bbrundert
@microsoft
@evankirstel
@chrisborrman
@forbes
@robbiej
@interpol_sg
@haroldsinnott
@airatechnology

Top Replied-To in G7:
@ataxyanetwork
@_nidouille_
@progmag
@boolkirool
@florentbchp
@ovh_support_fr
@0xdb42
@boscorelly34
@tokra14

Top Replied-To in G9:
@domhalps
@technativewire

Top Mentioned
Top Mentioned in Entire Graph:
@vmware
@lordnoteworthy
@0xor0ne
@cz_binance
@vmwarevsphere
@vexpert
@lamw
@randhirchaubey
@ahmedviquar
@vmwarevsan

Top Mentioned in G1:
@ahmedviquar
@linuxsc
@shofiqulslab
@itpfed
@manuhh_l
@tech_faq
@fofwisdom
@keithrichardlee

Top Mentioned in G2:
@vmware
@danielnewmanuv
@futurumresearch
@vmwarecxs
@vmwareariaops
@myvmug
@amandablev
@vmwarearia
@ziayusuf
@vmwareeducation

Top Mentioned in G3:
@vmware
@vmwarevsphere
@randhirchaubey
@lamw
@vmwarevsan
@vexpert
@virtspeaking
@vpedroarrow
@lost_signal
@vmwarensx

Top Mentioned in G4:
@vmware
@kitcolbert
@sarbjeetjohal
@azure
@googlecloud
@vmwarenews
@ibm
@oracle
@awscloud
@blueshieldca

Top Mentioned in G5:
@lordnoteworthy
@0xor0ne
@ptracesecurity

Top Mentioned in G6:
@cz_binance

Top Mentioned in G7:
@ataxyanetwork
@francoistonic
@progmag
@vmware_fr
@_nidouille_
@damyr_fr
@boolkirool
@vmugfr
@pbeyssac

Top Mentioned in G8:
@vmware
@citrix
@vergeio_inc
@nutanix
@frame
@controlup
@gabeknuth
@liquidware
@liquitworkspace
@numecent

Top Mentioned in G9:
@vmware
@technative
@marczottner
@pophealthweek
@infosecrick
@hpe_alliances
@greggmastersmph
@fsgoldstein
@hccjp1
@coursegift

Top Mentioned in G10:
@delltech
@vmware
@intel
@tintri
@discoposse
@tdworldmag
@sce
@srpconnect
@fon321
@principledtech

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@americanbanking
@yoshiki7111
@chidambara09
@andyvermaut
@marciojmsilva
@liputan6dotcom
@cfinancialnews
@united
@javascriptd

Top Tweeters in G1:
@americanbanking
@yoshiki7111
@andyvermaut
@cfinancialnews
@newsfilterio
@prtimes_news
@uhiiman
@channelnewsasia
@postjobfree
@shehzadyounis

Top Tweeters in G2:
@telstra
@ucloudify
@woodlandfell
@pythonroboto
@scieducation1
@xbox
@johnlusher
@turgut_guliyev
@sflore83
@shellykramer

Top Tweeters in G3:
@savetonotion
@halpal02_mof28
@gallifreyan
@banana_bbcurve
@morochosve
@gogotea3
@g_plains
@ais_thailand
@wind_2201f
@phoneguymark

Top Tweeters in G4:
@marciojmsilva
@united
@evankirstel
@business
@passarelliallan
@bizcommunityit
@forbes
@rwang0
@akwyz
@inc

Top Tweeters in G5:
@thegrugq
@beefyspace
@take_gattcha
@monumentsinking
@kur41
@blaizedsouza
@gowthamsadasiva
@0x4d_
@jrogue
@gulo911gulo

Top Tweeters in G6:
@cz_binance
@883ro0o07y
@jossell97
@dinarius_
@abteef452
@jordanmc121
@timmycalama
@semuaakutweet
@jagadishnemali
@jemimahvaldesi

Top Tweeters in G7:
@aureliecoudouel
@pbeyssac
@bortzmeyer
@ovh_support_fr
@iatxa
@imilnb
@phaleon2
@hans_carpenter
@edjinchi
@spiwit

Top Tweeters in G8:
@vcdxnz001
@parallels
@amazon
@zkerravala
@rspruijt
@stevegreenberg
@storageswiss
@nutanix
@statetech
@xenappblog

Top Tweeters in G9:
@chidambara09
@rahul05ranjan
@frcretweets
@cyberdfir
@dasfintechbot
@touchme4youle
@technative
@hcnowradio
@global_hackers_
@domhalps

Top Tweeters in G10:
@austin_castel
@channel6392
@ma_04e_zakrello
@discoposse
@sce
@skimtweet
@ben_liebowitz
@dellstorage
@delltechuk
@tintri