vmworld OR vmware, Twitter, 10/8/2021 1:59:32 AM, 264031


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vmworld OR vmware_2021-10-07_18-24-08.xlsx
vmworld OR vmware_2021-10-07_18-24-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 08, 2021
Short Description:
vmworld OR vmware via NodeXL https://bit.ly/3mQo2y7
@vmware
@vmworld
@vmwaretanzu
@austin_castel
@lamw
@lindagrass0
@fortunemagazine
@gideonpekun
@pyrotek3
@raghuraghuram

Top hashtags:
#vmworld
#vmware
#vmworld2021
#cloud
#devopsloop
#kubernetes
#vexpert
#hpe

Description:
Description
The graph represents a network of 4,486 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, 08 October 2021 at 01:43 UTC.

The requested start date was Friday, 08 October 2021 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 3-day, 14-hour, 39-minute period from Saturday, 02 October 2021 at 18:00 UTC to Wednesday, 06 October 2021 at 08:39 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


Overall Graph Metrics
Vertices : 4486
Unique Edges : 5079
Edges With Duplicates : 10945
Total Edges : 16024
Number of Edge Types : 5
Retweet : 3324
MentionsInRetweet : 5435
Mentions : 3762
Tweet : 2753
Replies to : 750
Self-Loops : 2797
Reciprocated Vertex Pair Ratio : 0.0468102734051367
Reciprocated Edge Ratio : 0.0894341115947764
Connected Components : 1055
Single-Vertex Connected Components : 858
Maximum Vertices in a Connected Component : 3103
Maximum Edges in a Connected Component : 13957
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.652546
Graph Density : 0.000376794695350977
Modularity : 0.360577
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,486 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, 08 October 2021 at 01:43 UTC.

The requested start date was Friday, 08 October 2021 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 3-day, 14-hour, 39-minute period from Saturday, 02 October 2021 at 18:00 UTC to Wednesday, 06 October 2021 at 08:39 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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[52] https://williamlam.com/2021/10/introducing-vmware-tanzu-community-edition-tce-tanzu-kubernetes-for-everyone.html
[36] https://www.publickey1.jp/blog/21/vmwarekubernetesvmware_tanzu_community_editionawsazure.html
[24] https://www.vmware.com/content/dam/digitalmarketing/vmware/en/pdf/company/vmware-esg-report-2021.pdf
[21] https://www.vmware.com/vmworld/en/index.html
[17] https://www.veeam.com/vmworld
[14] https://www.bleepingcomputer.com/news/security/ransomware-gang-encrypts-vmware-esxi-servers-with-python-script/
[11] https://github.com/vmware-tanzu/community-edition
[11] http://Data.SQL.Saturday.LA
[9] https://cormachogan.com/2021/10/04/announcing-tanzu-community-edition-from-vmware/
[8] https://www.cohesity.com/forms/registration/vmworld-coffee-giveaway/?utm_campaign=fy22-q1-10-glob-dmaas&utm_source=twitter&utm_medium=organic-social

Top URLs in Tweet in G1:
[17] https://www.veeam.com/vmworld
[14] https://www.publickey1.jp/blog/21/vmwarekubernetesvmware_tanzu_community_editionawsazure.html
[6] https://myevents.vmware.com/widget/vmware/vmworld2021/catalog?search=GAIA-X&tab.contentcatalogtabs=1627421929827001vRXW
[6] https://azure.microsoft.com/en-us/updates/azure-netapp-files-datastores-for-azure-vmware-solution-is-coming-soon/
[5] https://azure.microsoft.com/en-us/updates/hx-enterprise-edition-is-now-generally-available-for-azure-vmware-solution/
[5] https://azure.microsoft.com/en-us/updates/azure-vmware-solution-now-available-brazil-south-and-east-us-2/
[4] https://blogs.vmware.com/teamfusion/2021/09/fusion-for-m1-public-tech-preview-now-available.html
[4] https://www.theregister.com/2021/10/04/vsphere_ends_non_persistent_boot_storage/
[4] https://www.vmware.com/vmworld/en/index.html?src=na_60de108a362ec&cid=7012H000001KYtcQAG
[4] https://via.vmw.com/ETw4

Top URLs in Tweet in G2:
[5] https://cormachogan.com/2021/10/04/announcing-tanzu-community-edition-from-vmware/
[4] https://twitter.com/i/lists/1261197329937416193
[4] https://twitter.com/i/lists/1261198189279023104
[3] https://myevents.vmware.com/widget/vmware/vmworld2021/catalog?search=Nimbix
[2] https://flings.vmware.com/virtual-machine-desired-state-configuration
[2] https://www.vmware.com/education-services/certification/vcp-dtm-exam-8.html
[2] https://dy.si/X8AC3k2
[2] https://williamlam.com/2021/10/introducing-vmware-tanzu-community-edition-tce-tanzu-kubernetes-for-everyone.html
[2] https://cormachogan.com/2021/08/31/vmworld-2021-my-top-10-picks-around-storage/
[2] https://blogs.vmware.com/vsphere/2021/09/esxi-7-boot-media-consideration-vmware-technical-guidance.html

Top URLs in Tweet in G3:
[3] https://www.vmware.com/vmworld/en/index.html
[3] -
[2] https://twitter.com/vGonzilla/status/1445058482747621377
[2] https://events.vmware.com/web/login?bmctx=C9823387B7D9870C9DEDCF1C91D8CC5B371C8453706872E5A53063493EA7CCDE&contextType=external&username=string&OverrideRetryLimit=1&action=/&password=secure_string&challenge_url=https://events.vmware.com/web/login&creds=username+password&request_id=3761105090174610649&authn_try_count=0&locale=en_US&resource_url=%252Fuser%252Floginsso
[2] https://bit.ly/3zUleEg
[2] https://www.macrumors.com/2021/10/05/deal-vmware-software/
[2] https://www.vmware.com/learn/1102963_REG.html
[2] https://www.vmug.com/events/vmworld/
[2] https://myevents.vmware.com/widget/vmware/vmworld2021/catalog?tab.contentcatalogtabs=1627421929827001vRXW&search=VI1419&ncid=so-twit-218993-vt30#cid=ov02_so-twit_en-us
[2] https://bit.ly/3l3BvCH

Top URLs in Tweet in G4:
[8] https://github.com/vmware-tanzu/community-edition
[6] https://learn.tanzu.io/
[6] https://williamlam.com/2021/10/introducing-vmware-tanzu-community-edition-tce-tanzu-kubernetes-for-everyone.html
[6] https://bit.ly/3iJnetF
[5] https://devopsloop.io/?utm_campaign=Global_P6_TS_Q322_Event_DevOpsLoop_at_VMworld&utm_source=linkedin&utm_medium=social
[3] https://bit.ly/2YrHl8t
[3] https://tanzucommunityedition.io/
[3] https://tanzu.vmware.com/developer/blog/expanding-the-developer-toolbox-with-vmware-tanzu-community-edition/
[3] https://tanzu.vmware.com/tanzu/community
[2] https://tanzu.vmware.com/developer/workshops/

Top URLs in Tweet in G5:
[3] https://bit.ly/3uzvdOx
[2] https://bit.ly/3a2Y3NI
[2] https://dy.si/DFDxza
[2] https://community.ibm.com/community/user/storage/blogs/david-wohlford1/2021/10/04/ibm-storage-for-ai-with-nvidia-on-vmware?CommunityKey=1142f81e-95e4-4381-95d0-7977f20d53fa
[2] https://myevents.vmware.com/widget/vmware/vmworld2021/catalog?search=3194&tab.contentcatalogtabs=1627421929827001vRXW
[1] https://bit.ly/3l5uukR
[1] https://news.vmware.com/leadership/john-sabino-vmware-chief-customer-experience-officer
[1] https://www.journaldunet.com/web-tech/cloud/1505827-la-strategie-multicloud-de-vmware-integre-desormais-l-edge/
[1] https://www.sdxcentral.com/articles/news/vmware-ceo-flies-multi-cloud-flag-at-vmworld/2021/10/
[1] https://dy.si/Z93vb

Top URLs in Tweet in G6:
[2] https://bit.ly/MichelinCustomerStory
[1] https://dell.to/3CSKxsr
[1] https://myevents.vmware.com/widget/vmware/vmworld2021/catalog?gclid=CjwKCAjw-sqKBhBjEiwAVaQ9a9VkPgGI4gPXEVvWdz-wC4yDREGtPil1RNIGOrXpA_KaCXTmOpPymRoClM4QAvD_BwE&gclsrc=aw.ds&tab.day=20211006&search.sessiontype=1499709545050001KZOT&search=3239&linkId=133651879
[1] https://dy.si/hwx83d
[1] https://dy.si/mFu39F2
[1] https://dy.si/53sGd
[1] https://dy.si/4fUY2
[1] https://dy.si/wAVV3h
[1] https://dy.si/PU8WD
[1] https://dy.si/yPn2HF2

Top URLs in Tweet in G7:
[24] https://www.vmware.com/content/dam/digitalmarketing/vmware/en/pdf/company/vmware-esg-report-2021.pdf
[4] https://bit.ly/3gxkQF2
[4] https://bit.ly/3itYNA4
[3] https://www.networkworld.com/article/3635889/vmware-reveals-new-software-services-for-the-edge.html#tk.rss_cloudcomputing
[3] https://www.vmware.com/vmworld/en/index.html
[3] https://bit.ly/3Aa7ntJ
[2] https://www.helpnetsecurity.com/2021/09/28/development-security-teams-relationship/
[2] https://bit.ly/3minGQm
[2] https://bit.ly/3Fgai80
[2] https://bit.ly/3Ab22Co

Top URLs in Tweet in G8:
[5] https://www.vmware.com/vmworld/en/index.html
[3] https://events.vmware.com/web/login?bmctx=C9823387B7D9870C9DEDCF1C91D8CC5B371C8453706872E5A53063493EA7CCDE&contextType=external&username=string&OverrideRetryLimit=1&action=/&password=secure_string&challenge_url=https://events.vmware.com/web/login&creds=username+password&request_id=-1142257797225719019&authn_try_count=0&locale=es&resource_url=%252Fuser%252Floginsso
[2] https://bit.ly/3oF8jnR
[1] https://news.google.com/articles/CAIiECEGlLpEps_phOlO5qgXbIoqGQgEKhAIACoHCAowxZacCzDZoLQDMMuK5AY?hl=en-US&gl=US&ceid=US:en
[1] https://buff.ly/3lf2YBL
[1] https://bit.ly/3iCROov
[1] https://bit.ly/3AdLcD7
[1] https://www.betterworld.info/sustainability
[1] https://twitter.com/LindaGrass0/status/1445029736250494977
[1] https://on.barrons.com/3l5D5UR

Top URLs in Tweet in G9:
[2] https://www.catchpoint.com/blog/planning-ahead-to-maximize-the-value-of-attending-vmworld
[2] https://github.com/vmware-tanzu/community-edition
[2] https://github.com/vmware-tanzu/tanzu-framework
[2] https://www.marketscreener.com/quote/stock/VMWARE-INC-58476/news/The-Soul-of-the-Movement-30-Years-of-Linux-Part-1-36563433/
[2] https://www.govevents.com/milcloud-VMware-Oct14-SM/
[2] https://dy.si/tYXaN
[1] https://blogs.vmware.com/cloud/2021/08/31/vmworld-2021-building-a-modern-marketplace-together/?_thumbnail_id=12035
[1] https://www.zettaset.com/blog/advancing-our-partnership-with-vmware/
[1] https://dy.si/ftc6ad
[1] https://myevents.vmware.com/widget/vmware/vmworld2021/catalog?search=code2759&tab.contentcatalogtabs=1627421929827001vRXW

Top URLs in Tweet in G10:
[43] https://williamlam.com/2021/10/introducing-vmware-tanzu-community-edition-tce-tanzu-kubernetes-for-everyone.html
[3] https://www.redhat.com/en/events/webinar/red-hat-vmworld-2021
[2] https://myevents.vmware.com/widget/vmware/vmworld2021/catalog/session/1628974659510001VtII
[2] https://tanzucommunityedition.io/
[1] https://twitter.com/QuinnyPig/status/1440686026347847685
[1] https://www.vcrocs.info/2021/08/vmworld-2021-saltstack-config-session/
[1] https://dy.si/BUjuS
[1] https://ift.tt/3Fd0POZ
[1] https://blogs.vmware.com/management/2021/10/announcing-vrealize-log-insight-v8-6-and-log-insight-cloud.html
[1] https://dy.si/DTZwaS2

Top Domains
Top Domains in Tweet in Entire Graph:
[788] dy.si
[650] vmware.com
[587] bit.ly
[219] twitter.com
[84] microsoft.com
[76] williamlam.com
[75] lnkd.in
[74] publickey1.jp
[66] infl.tv
[65] hpe.com

Top Domains in Tweet in G1:
[364] dy.si
[92] vmware.com
[54] bit.ly
[40] microsoft.com
[39] lnkd.in
[34] publickey1.jp
[27] ift.tt
[23] informazione.it
[18] veeam.com
[17] nolabnoparty.com

Top Domains in Tweet in G2:
[124] bit.ly
[118] vmware.com
[64] twitter.com
[61] dy.si
[18] ift.tt
[15] radian6.com
[14] cormachogan.com
[13] vmworld.com
[12] williamlam.com
[8] vmw.com

Top Domains in Tweet in G3:
[123] bit.ly
[84] vmware.com
[56] dy.si
[45] infl.tv
[37] twitter.com
[8] lnkd.in
[7] bddy.me
[6] radian6.com
[6] purefla.sh
[6] vmug.com

Top Domains in Tweet in G4:
[52] vmware.com
[47] bit.ly
[26] devopsloop.io
[22] twitter.com
[20] github.com
[16] dy.si
[9] williamlam.com
[8] tanzu.io
[8] tanzucommunityedition.io
[4] chocolatey.org

Top Domains in Tweet in G5:
[76] bit.ly
[30] vmware.com
[23] dy.si
[8] twitter.com
[6] sergentelorusso.it
[6] bddy.me
[5] youtube.com
[4] buff.ly
[4] techtalkthai.com
[3] vmw.com

Top Domains in Tweet in G6:
[28] dy.si
[22] vmware.com
[15] bit.ly
[15] dell.to
[11] twitter.com
[4] delltechnologies.com
[4] bddy.me
[2] lnkd.in
[2] microsoft.com
[1] businesswire.com

Top Domains in Tweet in G7:
[48] vmware.com
[47] hpe.com
[40] bit.ly
[13] cyberiqs.com
[11] microsoft.com
[7] bleepingcomputer.com
[7] securityaffairs.co
[6] helpnetsecurity.com
[6] networkworld.com
[5] technative.io

Top Domains in Tweet in G8:
[12] vmware.com
[12] bit.ly
[8] twitter.com
[3] buff.ly
[2] radian6.com
[1] lumen.com
[1] cube365.net
[1] google.com
[1] bettercloud.com
[1] betterworld.info

Top Domains in Tweet in G9:
[143] dy.si
[40] vmware.com
[37] sdx.io
[32] bit.ly
[17] sdxcentral.com
[15] i263671.net
[12] github.com
[12] ift.tt
[6] twitter.com
[6] marketscreener.com

Top Domains in Tweet in G10:
[47] williamlam.com
[44] vmware.com
[31] dy.si
[11] bit.ly
[9] twitter.com
[5] radian6.com
[4] vmw.com
[3] tanzucommunityedition.io
[3] redhat.com
[3] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1663] vmworld
[613] vmware
[377] vmworld2021
[163] cloud
[134] devopsloop
[132] kubernetes
[117] vexpert
[87] hpe
[86] security
[81] azure



Top Hashtags in Tweet in G1:
[127] vmware
[118] vmworld
[37] vmworld2021
[26] cloud
[23] lazio
[23] serviziit
[21] veeamatvmworld
[17] data
[14] veeam
[14] security

Top Hashtags in Tweet in G2:
[342] vmworld
[93] vmworld2021
[65] vmware
[38] vexpert
[21] cloud
[20] vsphere
[16] vcommunity
[16] codeconnect
[13] kubernetes
[13] itqlife

Top Hashtags in Tweet in G3:
[311] vmworld
[53] vmworld2021
[31] anywhereworkspace
[27] vmware
[21] workspaceone
[20] vmworldchampions
[18] vr
[16] vmwarechampion
[16] euc
[15] irl

Top Hashtags in Tweet in G4:
[115] devopsloop
[101] vmworld
[30] kubernetes
[16] spring
[13] devops
[13] vmware
[9] vmworld2021
[7] opensource
[7] tanzucommunityedition
[6] tanzu

Top Hashtags in Tweet in G5:
[170] vmworld
[47] vmworld2021
[34] vmware
[28] cloud
[22] innovazione
[21] vmwonaws
[15] aws
[12] mcl3222
[10] ai
[9] 6ottobre

Top Hashtags in Tweet in G6:
[122] vmworld
[22] vmware
[15] delltechapex
[14] 5g
[12] 𝗘𝗱𝗴𝗲𝗖𝗼𝗺𝗽𝘂𝘁𝗶𝗻𝗴
[12] ðÿ±ð—š
[10] sase
[10] vmwaretam
[10] vexpert
[10] vcommunity

Top Hashtags in Tweet in G7:
[151] vmware
[130] vmworld
[82] hpe
[66] hpealliances
[47] security
[45] python
[41] cybersecurity
[37] ransomware
[34] infosec
[33] cloud

Top Hashtags in Tweet in G8:
[35] vmworld
[5] cubevirtual
[5] cubehybrid
[5] uipathforward
[5] vmworld2021sorprende
[5] tech
[5] innovation
[5] business
[3] cloud
[3] vmworld2021

Top Hashtags in Tweet in G9:
[118] vmworld
[74] kubernetes
[64] vmware
[38] vmworld2021
[33] opensource
[31] tanzu
[27] vmware_me
[27] vexpert
[25] everythingvmware
[17] vmwaretanzu

Top Hashtags in Tweet in G10:
[83] vmworld
[21] vmworld2021
[14] vmware
[13] cloud
[9] projectensemble
[8] multicloud
[7] saltstack
[6] vrealize
[6] vra
[5] vexpert

Top Words
Top Words in Tweet in Entire Graph:
[4237] vmware
[2211] ãƒ
[1651] #vmworld
[1526] vmworld
[1428] cloud
[1128] 2021
[1092] tanzu
[873] community
[660] edition
[597] #vmware

Top Words in Tweet in G1:
[830] ãƒ
[804] vmware
[380] ø
[267] cloud
[251] 2021
[218] æ
[210] vmworld
[191] ç
[172] ªã
[157] ù

Top Words in Tweet in G2:
[739] vmware
[349] vmworld
[340] #vmworld
[218] cloud
[165] 2021
[162] session
[136] tanzu
[102] learn
[101] more
[99] community

Top Words in Tweet in G3:
[452] vmworld
[343] vmware
[307] #vmworld
[217] 2021
[145] cloud
[118] join
[87] session
[86] more
[66] learn
[62] register

Top Words in Tweet in G4:
[349] tanzu
[340] vmware
[327] vmwaretanzu
[284] community
[244] edition
[135] open
[134] source
[115] #devopsloop
[113] software
[108] available

Top Words in Tweet in G5:
[289] vmware
[168] #vmworld
[164] cloud
[77] raghuraghuram
[65] 2021
[61] session
[61] ceo
[58] join
[52] multi
[51] vmworld

Top Words in Tweet in G6:
[134] vmware
[122] #vmworld
[78] cloud
[44] session
[44] delltech
[37] vmworld
[34] delltechapex
[33] 2021
[30] miss
[28] join

Top Words in Tweet in G7:
[219] vmware
[141] #vmware
[130] #vmworld
[72] #hpe
[71] cloud
[71] 2021
[67] sallyeaves
[63] #hpealliances
[57] technative
[47] #security

Top Words in Tweet in G8:
[158] imagine
[119] vmware
[102] lindagrass0
[86] community
[81] business
[81] few
[81] need
[80] tech
[79] rethinking
[79] redefining

Top Words in Tweet in G9:
[347] vmware
[175] cloud
[173] kubernetes
[160] tanzu
[118] #vmworld
[101] 2021
[95] vmworld
[95] community
[80] edition
[74] #kubernetes

Top Words in Tweet in G10:
[231] vmware
[116] tanzu
[88] cloud
[83] lamw
[82] #vmworld
[61] community
[59] edition
[55] introducing
[53] quinnypig
[50] kubernetes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1176] ãƒ,ãƒ
[617] tanzu,community
[603] community,edition
[597] vmware,tanzu
[554] vmworld,2021
[403] #vmworld,2021
[299] multi,cloud
[234] vmware,cloud
[234] ø,ø
[228] open,source

Top Word Pairs in Tweet in G1:
[443] ãƒ,ãƒ
[175] ø,ø
[158] vmworld,2021
[102] tanzu,community
[96] ù,ø
[95] vmware,tanzu
[90] community,edition
[88] ø,ù
[71] introducing,vmware
[58] azure,vmware

Top Word Pairs in Tweet in G2:
[83] vmworld,2021
[71] #vmworld,2021
[71] community,edition
[69] tanzu,community
[65] vmware,tanzu
[65] nutanix,dellemc_hci
[65] dellemc_hci,hpe_storage
[64] vmware,nutanix
[59] ãƒ,ãƒ
[41] multi,cloud

Top Word Pairs in Tweet in G3:
[108] vmworld,2021
[101] #vmworld,2021
[38] multi,cloud
[33] weâ,re
[30] workspace,one
[23] first,vmworld
[21] learn,more
[21] customer,excellence
[21] excellence,awards
[20] looking,forward

Top Word Pairs in Tweet in G4:
[246] vmware,tanzu
[243] community,edition
[213] tanzu,community
[134] open,source
[107] source,software
[106] available,vmware
[106] edition,unrestricted
[106] unrestricted,cost
[106] cost,access
[106] access,same

Top Word Pairs in Tweet in G5:
[48] multi,cloud
[44] ceo,raghuraghuram
[36] #vmworld,2021
[33] vmware,cloud
[28] vmware,ceo
[25] cross,cloud
[24] #vmworld,watch
[23] cloud,services
[23] vmworld,2021
[22] cloud,aws

Top Word Pairs in Tweet in G6:
[27] delltech,vmware
[18] vmworld,2021
[18] #vmworld,oct
[17] vmware,cloud
[17] something,big
[17] big,coming
[17] coming,#vmworld
[17] oct,devices
[17] devices,datacenter
[17] datacenter,cloud

Top Word Pairs in Tweet in G7:
[35] #hpe,#vmware
[33] embed,#sustainability
[33] #sustainability,#equity
[33] #equity,digital
[33] digital,#security
[33] #security,commitments
[33] commitments,#design
[33] #design,1st
[33] 1st,#esg
[33] #esg,report

Top Word Pairs in Tweet in G8:
[79] imagine,rethinking
[79] rethinking,tech
[79] tech,redefining
[79] redefining,business
[79] business,reframing
[79] reframing,community
[79] community,few
[79] few,hours
[79] hours,wonâ
[79] wonâ,need

Top Word Pairs in Tweet in G9:
[80] community,edition
[60] tanzu,community
[60] vmware,tanzu
[53] tanzu,kubernetes
[49] multi,cloud
[45] vmworld,2021
[40] cloud,native
[35] introducing,vmware
[35] open,source
[26] #vmworld,2021

Top Word Pairs in Tweet in G10:
[59] vmware,tanzu
[58] community,edition
[56] tanzu,community
[49] edition,tce
[48] introducing,vmware
[47] quinnypig,vmware
[46] tanzu,kubernetes
[45] tce,tanzu
[45] kubernetes,everyone
[45] everyone,very

Top Replied-To
Top Replied-To in Entire Graph:
@vmware
@vmworld
@ctoadvisor
@quinnypig
@wessieloerus
@dellemc_hci
@ppgosavi
@vnathanbennett
@uk_daniel_card
@fred_vbrain

Top Replied-To in G1:
@entapprepo

Top Replied-To in G2:
@vmware
@ctoadvisor
@vmworld
@wessieloerus
@ppgosavi
@vnathanbennett
@homelaber
@porterdeleon
@stevendickens3
@alanrenouf

Top Replied-To in G3:
@vmworld
@dellemc_hci
@vmware
@butch7903
@kewitzalexander
@codyhosterman
@tinakrogull
@thephuck
@perryhughes11
@virtualjames

Top Replied-To in G4:
@vmwaretanzu
@asaikali
@stylishandy
@bettyjunod
@ctoadvisor
@alexandre_roman
@chrishuen
@danieljoneseb
@vmworld
@plunkhere

Top Replied-To in G5:
@vrevelyn
@challengercopy
@chrismevans
@vmworld
@svanveer
@narayan___b
@raghuraghuram
@vmware
@lcooney
@patrickmoorhead

Top Replied-To in G6:
@dellnetworking
@vmworld
@delltechapex
@realskywatcher
@ori_edge
@vmwtelcocloud
@purestorage
@__fincham
@ryanlouie
@sean_martin

Top Replied-To in G7:
@sallyeaves
@khulood_almani

Top Replied-To in G8:
@lindagrass0
@furrier
@sarbjeetjohal
@yuhelenyu
@the_ob
@idevenster
@ekhnaser
@ctoadvisor
@theseanodell
@rikmunro

Top Replied-To in G9:
@bestofamznblind
@vmwaretanzu
@stevepantol
@eric_shanks
@drraghavendra91
@yestinj
@michaelfleisher
@jennycodes
@rogerklorese

Top Replied-To in G10:
@quinnypig
@lamw
@energysmithe
@vnathanbennett
@jbeda
@vmwarecloud
@littlemoosecoin
@davidoverbeek
@carol_carolling
@ramirosalas

Top Mentioned
Top Mentioned in Entire Graph:
@vmware
@vmworld
@vmwaretanzu
@raghuraghuram
@lamw
@lindagrass0
@dellemc_hci
@vmwarenews
@hpe_storage
@sallyeaves

Top Mentioned in G1:
@hybrid_circle
@kevinpollock
@entapprepo
@deepfriedcyber
@rmarcelozano
@georgementz
@neuerauftrag
@pete_geek
@prensainnova

Top Mentioned in G2:
@vmware
@vmworld
@dellemc_hci
@hpe_storage
@nutanix
@vmwaretanzu
@vexpert
@raghuraghuram
@vmwarecode
@vmwareskyline

Top Mentioned in G3:
@vmworld
@vmware
@workspaceone
@vmwarenews
@myvmug
@convergedusers
@purestorage
@vmwarecloud
@raghuraghuram
@shawnbass

Top Mentioned in G4:
@vmwaretanzu
@jbeda
@vmworld
@vmware
@tmobile
@dormaindrewitz
@dukeenergy
@amanda_katona
@devopsdomi
@bolarotibi

Top Mentioned in G5:
@vmware
@raghuraghuram
@microsoft
@satyanadella
@vmworld
@awscloud
@azure
@vmwarecloudaws
@ibmstorage
@googlecloud

Top Mentioned in G6:
@vmware
@delltech
@delltechapex
@dellemc
@vmworld
@dellemcstorage
@ori_edge
@evankirstel
@vmw_carbonblack
@infosystir

Top Mentioned in G7:
@vmware
@sallyeaves
@technative
@domhalps
@matthewsrem
@infraconman
@hpe_greenlake
@cdwgwagov
@raghuraghuram
@hpe_alliances

Top Mentioned in G8:
@lindagrass0
@vmware
@antgrasso
@furrier
@dvellante
@yuhelenyu
@hashicorp
@dhinchcliffe
@eric_kavanagh
@sarbjeetjohal

Top Mentioned in G9:
@vmware
@vmwaretanzu
@vmworld
@ema_research
@storewithcoupon
@rogerklorese
@lamw
@sdxcentral
@torstenvolk
@srostedt

Top Mentioned in G10:
@lamw
@vmware
@quinnypig
@vmworld
@vmwarecloudmgmt
@vmwarecloud
@vmwaretanzu
@raghuraghuram
@davidoverbeek

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@oldlady12345
@cybersec_feeds
@chidambara09
@matiere
@world_news_eng
@javascriptd
@xaelbot
@codedailybot
@func_hs

Top Tweeters in G1:
@matiere
@schestowitz
@newsfilterio
@flashalert_me
@firmenpresse
@trialanderror_v
@dev_discourse
@prtimes_news
@it_securitynews
@rokumai

Top Tweeters in G2:
@world_news_eng
@womencodersbot
@vrretweeter
@fortunemagazine
@pequeninwarrior
@slutreplik
@scitechmachine
@enerphyschem
@jaydestro
@geo_walters

Top Tweeters in G3:
@oldlady12345
@ml_tweet_bot
@teckiegirl
@windows
@fanscott1234
@codewithtwitchi
@u2biker
@mosestamakloe
@harshkohli09
@ericwilborn

Top Tweeters in G4:
@raumunz
@discovertech3
@edgardogarciasa
@tmobile
@laveilletechno
@releaseteam
@profilo3marco
@ayirpelle
@mayada_march
@sebasminoguet

Top Tweeters in G5:
@pythonexpertbot
@forbes
@aureliecoudouel
@mariuskarma
@gdprai
@skype
@franzrusso
@rtehrani
@laminxlvii
@startzai

Top Tweeters in G6:
@evankirstel
@ericserati68
@notiexpresscolo
@ugotgod
@att
@whimchic
@01062021ad
@david4potus2020
@philipogola
@shellexy

Top Tweeters in G7:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@rosenchild
@cybersecurityn8
@ipythonistabot
@morolswediu
@tess_blue815

Top Tweeters in G8:
@javascriptd
@lorimoreno
@enriquen
@spirosmargaris
@drrueckauf
@junjudapi
@tachouhoner
@drjdrooghaag
@diversity54
@urfagundem

Top Tweeters in G9:
@coder_487
@asemota
@the404code
@opensource_orgs
@ncsventures
@gregorydevans
@realgophersship
@eagerbeavertech
@jayeshmthakur
@ennomnom

Top Tweeters in G10:
@xerespm
@tmmmarshall
@nestemorten
@ergonzalez
@glengilmore
@eoin_jennings
@quinnypig
@kongou_ae
@akosma
@lamw


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