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vmworld OR vmware_2022-01-13_18-24-08.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2022
Short Description:
vmworld OR vmware via NodeXL https://bit.ly/3to2lKn
@vmware
@msftsecintel
@jc_vazquez
@vmwaretanzu
@austin_castel
@zdnet
@junjudapi
@andrewbrown
@botcybersec
@thehackersnews

Top hashtags:
#vmware
#cybersecurity
#vexpert
#ransomware
#infosec
#log4shell
#kubernetes

Description:
Description
The graph represents a network of 4,443 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, 14 January 2022 at 02:45 UTC.

The requested start date was Friday, 14 January 2022 at 01:01 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 5-day, 11-hour, 38-minute period from Friday, 07 January 2022 at 20:59 UTC to Thursday, 13 January 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


Overall Graph Metrics
Vertices : 4443
Unique Edges : 3544
Edges With Duplicates : 9804
Total Edges : 13348
Number of Edge Types : 5
Tweet : 3288
Retweet : 3337
MentionsInRetweet : 4524
Replies to : 376
Mentions : 1823
Self-Loops : 3331
Reciprocated Vertex Pair Ratio : 0.0284175334323923
Reciprocated Edge Ratio : 0.05526458370959
Connected Components : 1195
Single-Vertex Connected Components : 921
Maximum Vertices in a Connected Component : 2780
Maximum Edges in a Connected Component : 10924
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.317492
Graph Density : 0.000280556061404333
Modularity : 0.387335
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,443 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, 14 January 2022 at 02:45 UTC.

The requested start date was Friday, 14 January 2022 at 01:01 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 5-day, 11-hour, 38-minute period from Friday, 07 January 2022 at 20:59 UTC to Thursday, 13 January 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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[140] https://www.bleepingcomputer.com/news/security/night-sky-ransomware-uses-log4j-bug-to-hack-vmware-horizon-servers/
[125] https://www.bleepingcomputer.com/news/security/linux-version-of-avoslocker-ransomware-targets-vmware-esxi-servers/
[80] https://thehackernews.com/2022/01/nhs-warns-of-hackers-targeting-log4j.html
[48] https://blogs.vmware.com/vexpert/2021/12/07/vexpert-2022-applications-are-open/
[43] https://threatpost.com/unpatched-vmware-bug-hypervisor-takeover/177428/
[41] https://www.darkreading.com/threat-intelligence/nhs-warns-of-attackers-targeting-log4j-flaws-in-vmware-horizon
[28] https://thehackernews.com/2022/01/nhs-warns-of-hackers-targeting-log4j.html?utm_source=dlvr.it&utm_medium=twitter
[27] https://digital.nhs.uk/cyber-alerts/2022/cc-4002
[25] https://www.zdnet.com/article/vmware-brings-tanzu-application-platform-into-ga-to-ease-kubernetes-adoption/
[25] https://thehackernews.com/2022/01/vmware-patches-important-bug-affecting.html

Top URLs in Tweet in G1:
[38] https://www.bleepingcomputer.com/news/security/linux-version-of-avoslocker-ransomware-targets-vmware-esxi-servers/
[32] https://thehackernews.com/2022/01/nhs-warns-of-hackers-targeting-log4j.html
[20] https://thehackernews.com/2022/01/nhs-warns-of-hackers-targeting-log4j.html?utm_source=dlvr.it&utm_medium=twitter
[20] https://www.bleepingcomputer.com/news/security/night-sky-ransomware-uses-log4j-bug-to-hack-vmware-horizon-servers/
[16] https://atos.net/en/lp/cloud-in-healthcare
[15] https://www.darkreading.com/threat-intelligence/nhs-warns-of-attackers-targeting-log4j-flaws-in-vmware-horizon
[9] https://www.darkreading.com/threat-intelligence/nhs-warns-of-attackers-targeting-log4j-flaws-in-vmware-horizon?utm_source=dlvr.it&utm_medium=twitter
[9] https://www.zdnet.com/article/log4j-flaw-attackers-are-targeting-log4shell-vulnerabilities-in-vmware-horizon-servers-says-nhs/
[9] https://digital.nhs.uk/cyber-alerts/2022/cc-4002
[8] https://news.ycombinator.com/item?id=29850302

Top URLs in Tweet in G2:
[37] https://blogs.vmware.com/vexpert/2021/12/07/vexpert-2022-applications-are-open/
[12] https://blogs.vmware.com/management/2022/01/use-vrealize-operations-to-monitor-the-load-on-the-web-tier-and-kick-off-the-automation-to-scale-the-tier-in-or-out-by-adding-or-removing-web-nodes.html
[6] https://twitter.com/vmwarenews/status/1481289117988184072
[5] https://www.glassdoor.com/Award/Best-Places-to-Work-LST_KQ0,19.htm?utm_medium=employee&utm_source=social&utm_content=awards&utm_campaign=BPTW21
[5] https://blogs.vmware.com/wprss
[4] https://agileops.co.uk/how-did-i-become-a-vmware-vexpert/
[4] https://vexpert.vmware.com/
[4] https://news.vmware.com/esg/equity-requires-doing-a-little-bit-good?utm_source=twitter&utm_medium=ownedsocial&utm_campaign=global_impact-22Q4-corp-ww
[4] https://www.zdnet.com/article/vmware-brings-tanzu-application-platform-into-ga-to-ease-kubernetes-adoption/
[4] https://sdx.io/KCA9

Top URLs in Tweet in G3:
[19] https://containerjournal.com/features/vmware-delivers-on-paas-promise-for-kubernetes/
[19] https://searchitoperations.techtarget.com/news/252511809/VMware-Tanzu-GA-gives-Cloud-Foundry-pros-a-Kubernetes-leg-up
[18] https://youtu.be/cj8h3RBPn0A
[17] https://tanzu.vmware.com/careers?utm_campaign=content-social_&utm_content=1638346076&utm_medium=social-sprout&utm_source=twitter
[15] https://tanzu.vmware.com/application-platform
[10] https://www.nextplatform.com/2022/01/11/easing-the-heavy-lifting-with-kubernetes/
[9] https://www.zdnet.com/article/vmware-brings-tanzu-application-platform-into-ga-to-ease-kubernetes-adoption/
[8] https://www.rcrwireless.com/20220111/telco-cloud/vmware-accelerates-app-modernization-with-tanzu-application-platform-release
[7] https://rguske.github.io/post/deploying-tanzu-packages-using-tanzu-mission-control-catalog/
[6] https://tanzu.vmware.com/content/blog/application-service-adapter-for-vmware-tanzu-application-platform-2

Top URLs in Tweet in G4:
[5] https://digital.nhs.uk/cyber-alerts/2022/cc-4002
[3] https://www.microsoft.com/security/blog/2021/12/11/guidance-for-preventing-detecting-and-hunting-for-cve-2021-44228-log4j-2-exploitation/
[3] https://www.bleepingcomputer.com/news/security/linux-version-of-avoslocker-ransomware-targets-vmware-esxi-servers/
[3] https://www.bleepingcomputer.com/news/security/night-sky-ransomware-uses-log4j-bug-to-hack-vmware-horizon-servers/
[2] https://thehackernews.com/2022/01/vmware-patches-important-bug-affecting.html
[2] https://www.mozilla.org/en-US/security/advisories/mfsa2022-01/
[2] https://www.samba.org/samba/history/security.html
[2] https://wiki.scn.sap.com/wiki/pages/viewpage.action?pageId=596902035
[2] https://www.vmware.com/security/advisories/VMSA-2021-0028.html
[2] https://therecord.media/uk-nhs-threat-actor-targets-vmware-horizon-servers-using-log4shell-exploits/

Top URLs in Tweet in G5:
[29] https://www.bleepingcomputer.com/news/security/linux-version-of-avoslocker-ransomware-targets-vmware-esxi-servers/
[28] https://thehackernews.com/2022/01/nhs-warns-of-hackers-targeting-log4j.html
[24] https://threatpost.com/unpatched-vmware-bug-hypervisor-takeover/177428/
[17] https://www.darkreading.com/threat-intelligence/nhs-warns-of-attackers-targeting-log4j-flaws-in-vmware-horizon
[17] https://www.bleepingcomputer.com/news/security/night-sky-ransomware-uses-log4j-bug-to-hack-vmware-horizon-servers/
[16] https://www.mozilla.org/en-US/security/advisories/mfsa2022-01/
[16] https://www.samba.org/samba/history/security.html
[16] https://wiki.scn.sap.com/wiki/pages/viewpage.action?pageId=596902035
[14] https://www.darkreading.com/threat-intelligence/nhs-warns-of-attackers-targeting-log4j-flaws-in-vmware-horizon?utm_source=dlvr.it&utm_medium=twitter
[12] https://www.securityweek.com/attackers-hitting-vmware-horizon-servers-log4j-exploits

Top URLs in Tweet in G6:
[53] https://www.bleepingcomputer.com/news/security/night-sky-ransomware-uses-log4j-bug-to-hack-vmware-horizon-servers/
[43] https://www.bleepingcomputer.com/news/security/linux-version-of-avoslocker-ransomware-targets-vmware-esxi-servers/
[13] https://www.zdnet.com/article/log4j-flaw-attackers-are-targeting-log4shell-vulnerabilities-in-vmware-horizon-servers-says-nhs/
[11] https://www.zdnet.com/article/vmware-brings-tanzu-application-platform-into-ga-to-ease-kubernetes-adoption/
[11] https://www.pwndefend.com/2022/01/07/log4shell-exploitation-and-hunting-on-vmware-horizon-cve-2021-44228/
[8] https://www.zdnet.com/article/cisa-russian-state-sponsored-groups-exploited-vulnerabilities-in-microsoft-cisco-oracle-vmware/
[7] https://www.zdnet.com/article/cisa-russian-state-sponsored-groups-exploiting-vulnerabilities-in-microsoft-cisco-oracle-vmware/
[6] https://www.bleepingcomputer.com/news/security/nhs-warns-of-hackers-exploiting-log4shell-in-vmware-horizon/
[6] https://thehackernews.com/2022/01/nhs-warns-of-hackers-targeting-log4j.html
[5] https://www.zdnet.com/article/log4j-flaw-attackers-are-targeting-log4shell-vulnerabilities-in-vmware-horizon-servers-says-nhs/?ftag=COS-05-10aaa0g&taid=61d932f6df9b5d00016e9762&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G7:
[5] https://community.hpe.com/t5/The-Cloud-Experience-Everywhere/Three-key-considerations-for-selecting-a-VMware-training/ba-p/7138252
[4] https://sdx.io/KCA9
[4] https://sdx.io/F240
[3] https://sdx.io/UI6P
[3] https://app.cloudscout.one/evergreen-item/85691/
[3] https://www.infoworld.com/article/3643668/review-nvidia-ai-enterprise-shines-on-vmware.html#tk.rss_cloudcomputing
[3] https://community.hpe.com/t5/The-Cloud-Experience-Everywhere/Learn-how-HPE-and-VMware-are-revolutionizing-the-cloud-Join-us/ba-p/7150186
[2] https://sdx.io/OUWR
[2] https://www.vmware.com/content/microsites/learn/es/1210404_SPLT_REG.html?src=so_61bb83fd75f58&cid=7012H000001sv6P
[2] https://meettheboss.com/events/right-here-right-now-ai-and-the-future-of-it-2/

Top URLs in Tweet in G9:
[5] https://dont-break-the-bank-run-it-change-it.simplecast.com/episodes/inside-the-future-of-fintech-with-its-1-influencer-with-spiros-margaris?utm_content=bufferbd4ce&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://blogs.vmware.com/euc/2021/12/tech-zone-why-are-there-so-many-products-called-workspace-one-and-how-are-they-different.html
[1] https://blogs.vmware.com/sase/2021/12/22/intel-architecture-optimizes-vmware-sd-wan-edge-performance/
[1] https://www.prnewswire.com/news-releases/enterprise-mobility-market-revenue-to-exceed-usd-11-bn-by-2026-global-market-insights-inc-301064733.html
[1] https://hub.packtpub.com/top-6-cybersecurity-books-from-packt-to-accelerate-your-career/
[1] https://redirect.viglink.com?u=https%3A%2F%2Fwww.amazon.com%2FCyber-Minds-cybersecurity-artificial-intelligence%2Fdp%2F178980700X%2Fref%3Dasc_df_178980700X%2F%3Ftag%3Dhyprod-20%26linkCode%3Ddf0%26hvadid%3D416662155241%26hvpos%3D%26hvnetw%3Dg%26hvrand%3D17112446722134196996%26hvpone%3D%26hvptwo%3D%26hvqmt%3D%26hvdev%3Dm%26hvdvcmdl%3D%26hvlocint%3D%26hvlocphy%3D9003653%26hvtargid%3Dpla-863881444549%26psc%3D1%26tag%3D%26ref%3D%26adgrpid%3D95590145444%26hvpone%3D%26hvptwo%3D%26hvadid%3D416662155241%26hvpos%3D%26hvnetw%3Dg%26hvrand%3D17112446722134196996%26hvqmt%3D%26hvdev%3Dm%26hvdvcmdl%3D%26hvlocint%3D%26hvlocphy%3D9003653%26hvtargid%3Dpla-863881444549&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[1] https://kb.vmware.com/s/article/87073
[1] https://www.microsoft.com/security/blog/2021/12/11/guidance-for-preventing-detecting-and-hunting-for-cve-2021-44228-log4j-2-exploitation/?utm_campaign=Microsoft&utm_content=193997432&utm_medium=social&utm_source=twitter&hss_channel=tw-1262535491951288322
[1] https://uriotnews.com/dell-and-vmware-continue-collaboration-to-meet-demand-for-edge-and-as-a-service-solutions-siliconangle-news/?scid=Ni75tt2UNx
[1] https://podcasts.apple.com/gb/podcast/inside-the-future-of-fintech-with-its-1/id1497495487?i=1000545601189

Top URLs in Tweet in G10:
[2] https://threatpost.com/unpatched-vmware-bug-hypervisor-takeover/177428/
[1] https://thehackernews.com/2022/01/nhs-warns-of-hackers-targeting-log4j.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1878] vmware.com
[327] bleepingcomputer.com
[182] zdnet.com
[145] thehackernews.com
[131] youtube.com
[86] twitter.com
[84] linkedin.com
[72] darkreading.com
[49] threatpost.com
[44] securityaffairs.co

Top Domains in Tweet in G1:
[329] vmware.com
[73] bleepingcomputer.com
[64] thehackernews.com
[54] linkedin.com
[36] zdnet.com
[24] darkreading.com
[24] youtube.com
[23] typeshukatsu.jp
[18] twitter.com
[16] atos.net

Top Domains in Tweet in G2:
[440] vmware.com
[41] nolabnoparty.com
[18] youtube.com
[16] twitter.com
[14] sdx.io
[11] contentmx.com
[9] dy.si
[8] vmiss.net
[7] peerspot.com
[7] credly.com

Top Domains in Tweet in G3:
[848] vmware.com
[45] youtube.com
[21] twitter.com
[21] techtarget.com
[19] youtu.be
[19] containerjournal.com
[18] zdnet.com
[10] nextplatform.com
[10] thehackernews.com
[9] vfairs.com

Top Domains in Tweet in G4:
[8] bleepingcomputer.com
[5] nhs.uk
[3] microsoft.com
[3] thehackernews.com
[2] mozilla.org
[2] samba.org
[2] sap.com
[2] vmware.com
[2] therecord.media
[2] zdnet.com

Top Domains in Tweet in G5:
[71] bleepingcomputer.com
[48] thehackernews.com
[34] darkreading.com
[26] threatpost.com
[21] securityaffairs.co
[19] nationalcybersecuritynews.today
[16] mozilla.org
[16] samba.org
[16] sap.com
[16] securityweek.com

Top Domains in Tweet in G6:
[108] bleepingcomputer.com
[100] zdnet.com
[12] pwndefend.com
[8] thehackernews.com
[8] securityaffairs.co
[7] twitter.com
[4] darkreading.com
[4] vmware.com
[4] europa.eu
[4] dlvr.it

Top Domains in Tweet in G7:
[23] vmware.com
[13] sdx.io
[10] hpe.com
[8] infoworld.com
[5] youtube.com
[5] zdnet.com
[4] nvidia.com
[4] twitter.com
[4] dy.si
[4] cloudscout.one

Top Domains in Tweet in G9:
[5] simplecast.com
[4] vmware.com
[1] prnewswire.com
[1] packtpub.com
[1] viglink.com
[1] microsoft.com
[1] uriotnews.com
[1] apple.com
[1] google.com
[1] marketsandmarkets.com

Top Domains in Tweet in G10:
[2] threatpost.com
[1] thehackernews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[934] vmware
[297] cybersecurity
[199] vexpert
[185] ransomware
[182] infosec
[179] log4shell
[155] kubernetes
[136] log4j
[136] security
[121] cloud



Top Hashtags in Tweet in G1:
[200] vmware
[24] ransomware
[23] cloud
[23] 23卒
[19] cybersecurity
[16] improvinghealthcareforall
[16] atoshls
[16] idchealthinsights
[16] idgsms
[15] log4shell

Top Hashtags in Tweet in G2:
[109] vmware
[56] vexpert
[51] intelon
[51] hybrid
[23] vsan
[21] cloud
[21] horizon
[18] kubernetes
[18] nsx
[16] security

Top Hashtags in Tweet in G3:
[218] vmware
[120] kubernetes
[107] vexpert
[43] vmware_me
[43] everythingvmware
[43] tanzu
[35] vmwaretanzu
[35] opensource
[29] hpe
[28] vcommunity

Top Hashtags in Tweet in G4:
[8] log4shell
[5] log4j
[4] vmware
[2] infosec
[2] cybersecurity
[1] vulnerability
[1] malwareanalysis
[1] ransomware
[1] linux
[1] nightsky

Top Hashtags in Tweet in G5:
[219] cybersecurity
[151] infosec
[150] vmware
[113] ransomware
[77] log4j
[73] log4shell
[68] security
[52] linux
[50] hacking
[45] 100daysofcode

Top Hashtags in Tweet in G6:
[45] log4shell
[31] vmware
[22] cybersecurity
[20] log4j
[11] ransomware
[9] horizon
[8] infosec
[5] cti
[4] hacking
[4] exploit

Top Hashtags in Tweet in G7:
[71] vmware
[35] ai
[19] cloud
[17] microsoftteams
[14] azure
[14] microsoft365
[13] vmworld
[11] aws
[7] vmug
[6] software

Top Hashtags in Tweet in G9:
[7] vmware
[6] fintech
[5] futureoffintech
[5] spirosmargaris
[5] insurtech
[4] technology
[4] video
[4] billingsystems
[4] crm
[4] oci

Top Hashtags in Tweet in G10:
[61] malwareanalysis
[3] log4shell
[3] cybersecurity
[1] apps
[1] vmware
[1] horizon
[1] iocs
[1] log4j

Top Words
Top Words in Tweet in Entire Graph:
[4567] vmware
[977] cloud
[935] #vmware
[905] horizon
[812] tanzu
[759] ransomware
[742] application
[731] platform
[579] log4j
[556] servers

Top Words in Tweet in G1:
[966] vmware
[250] horizon
[200] #vmware
[190] cloud
[171] log4j
[141] nhs
[137] servers
[121] tanzu
[116] targeting
[109] esxi

Top Words in Tweet in G2:
[902] vmware
[218] cloud
[190] 2022
[174] work
[160] more
[142] application
[137] learn
[121] blog
[114] vexpert
[113] year

Top Words in Tweet in G3:
[996] vmware
[519] tanzu
[486] platform
[447] application
[358] kubernetes
[261] cloud
[258] vmwaretanzu
[218] #vmware
[168] ga
[130] security

Top Words in Tweet in G4:
[298] ransomware
[287] exploiting
[285] msftsecintel
[285] china
[285] based
[285] cve
[285] 2021
[284] observed
[284] operator
[284] re

Top Words in Tweet in G5:
[383] vmware
[245] horizon
[219] #cybersecurity
[190] log4j
[176] nhs
[151] #infosec
[150] #vmware
[148] servers
[145] targeting
[126] flaws

Top Words in Tweet in G6:
[261] vmware
[171] horizon
[160] servers
[144] ransomware
[111] log4j
[93] bleepincomputer
[84] vulnerabilities
[80] zdnet
[74] nhs
[66] targeting

Top Words in Tweet in G7:
[199] vmware
[72] #vmware
[38] cloud
[35] #ai
[33] nvidia
[27] microsoft
[25] support
[24] learn
[23] tanzu
[21] year

Top Words in Tweet in G8:
[92] getting
[92] cloud
[92] companies
[91] upcoming
[91] twitter
[91] spaces
[91] going
[91] focused
[91] hired
[91] variety

Top Words in Tweet in G9:
[26] vmware
[11] microsoft
[10] avd
[7] #vmware
[7] spirosmargaris
[6] dell
[6] #fintech
[5] market
[5] oraclecloud
[5] oracle

Top Words in Tweet in G10:
[62] malware
[62] look
[62] magic
[62] number
[61] inversecos
[61] #malwareanalysis
[61] anti
[61] virtualisation
[61] technique
[61] 0x564d5868

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[796] vmware,horizon
[546] application,platform
[520] vmware,tanzu
[457] tanzu,application
[363] cve,2021
[356] horizon,servers
[345] china,based
[329] 2021,44228
[325] based,ransomware
[322] dev,0401

Top Word Pairs in Tweet in G1:
[231] vmware,horizon
[110] vmware,tanzu
[96] targeting,log4j
[94] log4j,flaws
[94] flaws,vmware
[91] nhs,warns
[84] horizon,servers
[76] vmware,esxi
[65] hackers,targeting
[61] warns,hackers

Top Word Pairs in Tweet in G2:
[69] best,places
[69] places,work
[66] learn,more
[65] vmware,tanzu
[62] named,one
[62] work,2022
[54] vmware,cloud
[54] future,work
[51] we've,demand
[51] demand,session

Top Word Pairs in Tweet in G3:
[383] application,platform
[299] tanzu,application
[295] vmware,tanzu
[140] platform,ga
[118] vmware,brings
[118] brings,tanzu
[118] ga,ease
[115] ease,kubernetes
[115] kubernetes,adoption
[59] vmwaretanzu,application

Top Word Pairs in Tweet in G4:
[285] china,based
[285] cve,2021
[284] observed,china
[284] based,ransomware
[284] ransomware,operator
[284] operator,re
[284] re,tracking
[284] tracking,dev
[284] dev,0401
[284] 0401,exploiting

Top Word Pairs in Tweet in G5:
[207] vmware,horizon
[99] flaws,vmware
[97] nhs,warns
[90] log4j,flaws
[89] targeting,log4j
[88] horizon,servers
[73] hackers,targeting
[71] warns,hackers
[60] vmware,esxi
[48] national,health

Top Word Pairs in Tweet in G6:
[147] vmware,horizon
[109] horizon,servers
[62] night,sky
[58] sky,ransomware
[56] ransomware,uses
[56] bug,hack
[56] hack,vmware
[54] uses,log4j
[54] log4j,bug
[48] servers,ionut_ilascu

Top Word Pairs in Tweet in G7:
[20] vmware,tanzu
[20] microsoft,teams
[18] vdi,vmware
[16] teams,multi
[16] multi,window
[16] window,support
[16] support,vdi
[14] #microsoft365,roadmap
[14] roadmap,change
[14] change,microsoft

Top Word Pairs in Tweet in G8:
[91] upcoming,twitter
[91] twitter,spaces
[91] spaces,going
[91] going,focused
[91] focused,getting
[91] getting,hired
[91] hired,variety
[91] variety,different
[91] different,cloud
[91] cloud,companies

Top Word Pairs in Tweet in G9:
[5] inside,#futureoffintech
[5] #futureoffintech,#1
[5] #1,influencer
[5] influencer,#spirosmargaris
[5] #spirosmargaris,#fintech
[5] #fintech,#insurtech
[4] avd,entitlement
[4] spirosmargaris,inside
[4] #video,pietrolabriola
[4] pietrolabriola,talks

Top Word Pairs in Tweet in G10:
[62] magic,number
[61] #malwareanalysis,anti
[61] anti,virtualisation
[61] virtualisation,technique
[61] technique,malware
[61] malware,look
[61] look,magic
[61] number,0x564d5868
[61] 0x564d5868,vmxh
[61] vmxh,ascii

Top Replied-To
Top Replied-To in Entire Graph:
@vmware
@dpaluszek
@mikefoley
@vkai_s
@microlytix
@hari5611
@kitcolbert
@timmycarr
@virtualized6ix
@vmwarehorizon

Top Replied-To in G1:
@bottingkruger

Top Replied-To in G2:
@vmware
@mikefoley
@kitcolbert
@hari5611
@vkai_s
@vmwarehorizon
@eddiejaoude
@vmwarevsan
@jaydias7
@magneet_nl

Top Replied-To in G3:
@dpaluszek
@vmware
@microlytix
@raffapol
@vmwaretanzu
@mikeroysoft
@vkai_s
@ben_liebowitz
@lamw
@elinejoyce

Top Replied-To in G4:
@msftsecintel
@isotopp
@netzwerkgoettin
@riskybusiness

Top Replied-To in G5:
@msftsecintel
@nhs
@sprocket_ed
@thehackersnews

Top Replied-To in G6:
@phat_hobbit
@coletteweston
@douglasmun
@mi6rogue
@dannyjpalmer
@zdnet
@glennpegden
@_chezdaniela
@uk_daniel_card
@myraccoonhands

Top Replied-To in G7:
@dfwvmug
@mikefoley
@vmug_ceo
@kolokodess
@intelsoftware

Top Replied-To in G9:
@james_kindon
@ctoadvisor
@missschachner
@shirastweet
@sideshowtob
@efipm
@virtualmalli
@cloudbart
@laurendoestech

Top Replied-To in G10:
@ok_libertarian

Top Mentioned
Top Mentioned in Entire Graph:
@vmware
@msftsecintel
@vmwaretanzu
@zdnet
@andrewbrown
@bleepincomputer
@vmwarenews
@thehackersnews
@glassdoor
@vexpert

Top Mentioned in G1:
@indoict
@cain_wtf
@bobby_gratz
@witspotlight
@lozdjames
@pete_geek

Top Mentioned in G2:
@vmware
@vmwarenews
@glassdoor
@vexpert
@intelsoftware
@vmwarecloudaws
@kitcolbert
@vmwaretanzu
@vmwarecloud
@vmwarevsan

Top Mentioned in G3:
@vmwaretanzu
@vmware
@technative
@noellgrier
@cote
@unexploredpod
@techadvoguy
@vmwarefusion
@cormacjhogan
@cmcluck

Top Mentioned in G4:
@msftsecintel
@campuscodi
@joshlemon
@cglyer
@inversecos
@netzwerkgoettin
@thehackersnews
@likethecoins
@jfslowik

Top Mentioned in G5:
@thehackersnews
@bamitav
@cyberiqs_
@reach2ratan
@jinibabd
@thecybersechub
@haroldlgardner
@cybersec4u2
@lanceschukies
@raj_samani

Top Mentioned in G6:
@bleepincomputer
@zdnet
@ionut_ilascu
@serghei
@cglyer
@uk_daniel_card
@msftsecintel
@dannyjpalmer
@stephcondonpdx

Top Mentioned in G7:
@vmware
@nvidia
@vmware_latam
@myvmug
@infoworld
@dfwvmug
@meheller
@spoonen
@delltechpartner
@csa_dvillamizar

Top Mentioned in G8:
@andrewbrown

Top Mentioned in G9:
@vmware
@microsoft
@spirosmargaris
@oraclecloud
@oracle
@hpe
@pietrolabriola
@timbrasil
@awscloud
@attbusiness

Top Mentioned in G10:
@inversecos
@msftsecintel
@vmware
@uk_daniel_card
@malwaresick
@thehackersnews

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@yoshiki7111
@edinburghwatch
@s9tmt
@tickeron
@xaelbot
@codedailybot
@thedeveloperbot

Top Tweeters in G1:
@yoshiki7111
@tickeron
@newsfilterio
@schestowitz
@seekingalpha
@dataaugmented
@it_securitynews
@frontendla
@uhiiman
@nieuwsbliknl

Top Tweeters in G2:
@cnbc
@r___83___o
@golehiran
@forbes
@wyatojb5qpvbfa3
@vrretweeter
@bancolombia
@ucloudify
@fdruid
@sql_handle

Top Tweeters in G3:
@edinburghwatch
@discovertech3
@buyazed288
@opensource_orgs
@eldokshe
@pythonexpertbot
@profilo3marco
@syawal
@ayirpelle
@yvesmulkers

Top Tweeters in G4:
@nanaroku5
@miss_placed_
@rhcm123
@fj_newman
@marypcbuk
@snowdarkz
@kas_stoner
@muyiwawilliams_
@tukanana
@emahmoudsoliman

Top Tweeters in G5:
@sectest9
@cybersec_feeds
@xaelbot
@codedailybot
@thedeveloperbot
@cybersecurityn8
@ipythonistabot
@morolswediu
@coder_487
@coderretweet

Top Tweeters in G6:
@s9tmt
@cwharlow
@youranonriots
@evanderburg
@netsecu
@johnnydee62
@vmrwanda
@a_m_m_7_7
@celestebyrne3
@rwang0

Top Tweeters in G7:
@evankirstel
@rosenchild
@csa_dvillamizar
@hubofml
@education_24x7
@fastcompany
@prqosjdyofn1ylj
@choiceznewz
@brainroaring
@candidate7153

Top Tweeters in G8:
@zmthebrand
@djauxtail
@kojo_xo
@stephy_jayy14
@_donncee
@diosecurity
@thug_perridise
@divinetechygirl
@eyepissglitter
@techbaeshay

Top Tweeters in G9:
@thomaspower
@satyajit1910
@spirosmargaris
@jblefevre60
@kirkdborne
@ralexjimenez
@citizenofthewo4
@mclynd
@jasuja
@chuckdbrooks

Top Tweeters in G10:
@nick_barnes
@brx0
@cryptoishard
@name_l0ck3d
@akawombat42
@asher_davila
@shotgunner101
@douglasmun
@gh0std4ncer
@dragon199421