#cloud, Twitter, 7/3/2022 7:24:23 AM, 278952


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#cloud_2022-07-02_23-12-50.xlsx
#cloud_2022-07-02_23-12-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 03, 2022
Short Description:
#cloud via NodeXL https://bit.ly/3ulhZGa
@paula_piccard
@stratorob
@cybersecurityn8
@sectest9
@chidambara09
@yuhelenyu
@ronald_vanloon
@khulood_almani
@sonu_monika
@awscloud

Top hashtags:
#cloud
#ai
#python
#machinelearning
#iot
#bigdata
#100daysofcode
#iiot

Description:
Description
The graph represents a network of 4,019 Twitter users whose tweets in the requested range contained "#cloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 03 July 2022 at 06:24 UTC.

The requested start date was Sunday, 03 July 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, 5-hour, 49-minute period from Thursday, 30 June 2022 at 18:11 UTC to Sunday, 03 July 2022 at 00:01 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 : 4019
Unique Edges : 3546
Edges With Duplicates : 13204
Total Edges : 16750
Number of Edge Types : 5
Tweet : 2096
Retweet : 5101
MentionsInRetweet : 7039
Mentions : 2452
Replies to : 62
Self-Loops : 2312
Reciprocated Vertex Pair Ratio : 0.0193537805478104
Reciprocated Edge Ratio : 0.0379726468222043
Connected Components : 919
Single-Vertex Connected Components : 587
Maximum Vertices in a Connected Component : 2254
Maximum Edges in a Connected Component : 13830
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.786513
Graph Density : 0.000384869233014758
Modularity : 0.324841
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,019 Twitter users whose tweets in the requested range contained "#cloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 03 July 2022 at 06:24 UTC.

The requested start date was Sunday, 03 July 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, 5-hour, 49-minute period from Thursday, 30 June 2022 at 18:11 UTC to Sunday, 03 July 2022 at 00:01 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 : #cloud
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:
[20] https://www.cio.com/article/401881/healthcare-ai-in-a-year-3-trends-to-watch.html
[12] https://www.seedr.cc/
[12] https://bitbucket.org/blog/improving-performance-on-complex-diffs
[9] https://www.forbes.com/sites/garydrenik/2022/06/30/why-its-time-for-marketers-to-believe-the-metaverse-hype/?sh=1ff8869d634d
[8] https://zotero.hypotheses.org/4229
[7] https://www.developereconomics.net/?member_id=fwxBxuIX&locale=en
[6] https://www.youtube.com/watch?v=-CfQ5ekmhik&feature=youtu.be

[6] https://sice.isg-one.com/home/2273932
[5] https://www.youtube.com/watch?v=NR3uUfM98F4&feature=youtu.be

[5] https://www.youtube.com/watch?v=RdY-pAV1MeU&feature=youtu.be


Top URLs in Tweet in G1:
[12] https://bitbucket.org/blog/improving-performance-on-complex-diffs
[4] https://www.digitalocean.com?refcode=bf8c6c275057&utm_campaign=Referral_Invite&utm_medium=Referral_Program&utm_source=CopyPaste
[4] https://community.microfocus.com/it_ops_mgt/b/sws-571/posts/leading-cloud-management-capabilities-now-on-saas-with-hcmx
[2] https://www.cloudvulndb.org/
[2] https://www.aklamio.com/v/69b88d50659f53aad32d48b842ce93ca/r?channel=twitter&productId=brand&rr=shared&sharingID=3fd13a3994b472d872bd4bfd5f304e1d&uid=db95ef5fa1d3ad20e056ef78c867786d
[2] https://www.biometricupdate.com/202206/cloud-kyb-services-from-sumsub-idenfy-expand-selfie-biometrics-applications
[2] https://www.greggcomm.com/partners/8x8-cloud-systems
[2] |
[2] https://www.idc.com/getdoc.jsp?containerId=prUS49420022
[2] https://www.unifycloud.com/unifycloud-app-data-modernization-offer/

Top URLs in Tweet in G2:
[18] https://www.cio.com/article/401881/healthcare-ai-in-a-year-3-trends-to-watch.html
[9] https://www.forbes.com/sites/garydrenik/2022/06/30/why-its-time-for-marketers-to-believe-the-metaverse-hype/?sh=1ff8869d634d
[7] https://www.developereconomics.net/?member_id=fwxBxuIX&locale=en
[6] https://www.youtube.com/watch?v=-CfQ5ekmhik&feature=youtu.be

[5] https://youtu.be/BF5A5GU81Qk
[5] https://www.youtube.com/watch?v=Su3VJldUbSk&feature=youtu.be

[5] https://www.youtube.com/watch?v=6xNx6nLX5eg&feature=youtu.be

[5] https://www.youtube.com/watch?v=RdY-pAV1MeU&feature=youtu.be

[5] https://www.youtube.com/watch?v=NR3uUfM98F4&feature=youtu.be

[4] https://youtu.be/1TP86tPm14M

Top URLs in Tweet in G3:
[3] https://medium.com/codex/how-modelops-helps-you-execute-your-ai-strategy-a8c007d49623
[2] https://securityintelligence.com/posts/ai-capabilities-transform-security/#sq_h3ppthw0at
[2] https://www.wsj.com/articles/tech-giants-pour-billions-into-ai-but-hype-doesnt-always-match-reality-11656508394#sq_h3qofvcv1g
[2] https://www.apptread.com/blog/6-major-roadblocks-in-cloud-app-development/
[1] https://www.analyticsinsight.net/exclusive-interview-with-somenath-nag-vp-marketing-corporate-strategy-calsoft/
[1] https://twitter.com/OVHcloud_FR/status/1542875141952118788
[1] https://www.cio.com/article/401881/healthcare-ai-in-a-year-3-trends-to-watch.html
[1] https://www.linkedin.com/video/event/urn:li:ugcPost:6945794807772438528/?did=d0000000052j&utm_campaign=2021_csp_5gcore_transformation&utm_source=twitter&utm_medium=manual&utm_source=13ef1761-0924-4891-98cf-559b2121f7e7
[1] https://pf.content.nokia.com/t007gh-cns-core-continuous-integration-continuous-delivery-services-resource-hub?did=d0000000052j&utm_campaign=2021_csp_5gcore_transformation&utm_source=twitter&utm_medium=manual&utm_source=2ee84225-e100-42de-9145-192be2c60743
[1] https://nokia.ly/escns

Top URLs in Tweet in G4:
[2] https://mindmatters.ai/2022/06/marks-artificial-intelligence-is-no-more-creative-than-a-pencil/#sq_h3pp6ncfpy
[1] https://www.siemens.com/global/en/products/xcelerator.html?stc=wwcg228829
[1] https://www.getrevue.co/profile/evankirstel/issues/what-s-up-with-tech-issue-75-1242301
[1] https://www.epdtonthenet.net/article/191503/Siemens-NVIDIA-to-enable-industrial-metaverse.aspx
[1] https://twitter.com/i/broadcasts/1YqxopyLNLbKv
[1] https://www.forbes.com/sites/forbestechcouncil/2022/06/23/the-ai-first-database-ecosystem/#sq_h3o1w8ncs5
[1] https://www.mandiant.com/resources/burrowing-your-way-into-vpns#sq_h3qcp8bhl3
[1] https://www.theverge.com/2022/6/30/23189572/robot-umpires-major-league-baseball-2024#sq_h3qpr887ke
[1] https://techxplore.com/news/2022-06-ai-mimics-human-cancer.html#sq_h3r46ipmn3
[1] https://www.comparethecloud.net/articles/security/why-cybersecurity-asset-monitoring-in-the-cloud-is-so-hot-right-now/

Top URLs in Tweet in G5:
[6] https://sice.isg-one.com/home/2273932
[3] -
[3] https://blogs.vmware.com/vsphere/2022/06/vmware-vsphereplus-introducing-the-multi-cloud-workload-platform.html?src=so_62ba1a7449e82&cid=70134000001CUn1
[2] https://mattaslett.ventanaresearch.com/mongodb-accelerates-data-platform-cloud-adoption-with-atlas?utm_campaign=Expertise
[2] Big
[2] Data&utm_content=193762384&utm_medium=social&utm_source=twitter&hss_channel=tw-17992147
[2] https://www.constellationr.com/research/vertica-brings-flexibility-deployment-choices-and-analytical-options
[1] https://www.finextra.com/videoarticle/2662/mainframe-modernisation-the-new-era-of-cloud-migration
[1] https://www.cloudcomputing-insider.de/6-tipps-fuer-gutes-kostenmanagement-in-der-azure-cloud-a-597d2896bbc3bc9b8339ed055470bf53/
[1] https://www.youtube.com/watch?v=sqZYGZqdqq8


Top URLs in Tweet in G7:
[3] https://www.deadlinenews.co.uk/2022/06/29/how-artificial-intelligence-is-shaping-the-future-of-the-fintech-industry/
[2] https://www.g2.com/products/arena-plm-qms/reviews
[1] https://cdw.voicestorm.com/Article/Redirect/3974cc8b-7924-4041-8d50-1b1fe56be117?uc=6042&g=e223b5e1-10ad-4335-ad3e-29ea36c39fd0&f=812353
[1] https://dy.si/sUo5HW
[1] https://cdw.voicestorm.com/Article/Redirect/3974cc8b-7924-4041-8d50-1b1fe56be117?uc=13910&g=4c26cb8f-8a71-4a59-8418-4a598a05e4e6&f=812329
[1] https://www.ptc.com/en/resources/manufacturing/white-paper/idc-infobrief-saas-linchpin-sustainable-digital-businesses
[1] https://cdw.voicestorm.com/Article/Redirect/3974cc8b-7924-4041-8d50-1b1fe56be117?uc=7582&g=0420370c-1e57-492e-9a9d-2b1c321bc1ba&f=812285
[1] https://cdw.voicestorm.com/Article/Redirect/19ee64d0-f9e1-4152-88ac-3c4830bbd905?uc=7582&g=32f39aed-c1fb-4f77-8918-9f0b7f85bb55&f=812284
[1] https://www.techtarget.com/searchunifiedcommunications/answer/How-do-you-evaluate-UC-applications-for-frontline-workers
[1] https://www.jarnoldassociates.com/blog/2022/6/30/june-writing-roundup

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=1_NykJI2o_8&feature=youtu.be

[1] https://anchor.fm/smart-cherrys-thoughts/episodes/Chatting-with-Enterprise-Commercial-Technology-Strategist---US-Capital-Markets-at-Microsoft-e1curjn
[1] https://leeatchison.com/cloud/assess-organization-cloud-maturity-level/?utm_campaign=Q123
[1] Lee
[1] Atchison
[1] Whitepaper&utm_content=208254558&utm_medium=social&utm_source=twitter&hss_channel=tw-771758396810952704
[1] https://netzpalaver.de/2022/06/28/interview-mit-ibm-aiops-die-zukunft-des-it-betriebsmanagement/
[1] https://johannesdrooghaag.com/online-business-education-with-dr-ir-johannes-drooghaag
[1] https://johannesdrooghaag.com/online-business-bildung-mit-dr-ir-johannes-drooghaag

Top URLs in Tweet in G10:
[5] https://wwsinc.lll-ll.com?i=2789101
[2] https://www.rackspace.com/es/cloud/cloud-optimization
[1] https://datacenterfrontier.com/the-top-10-data-center-stories-for-june-2022/
[1] https://datacenterfrontier.com/quantum-loophole-expands-its-vision-for-massive-data-center-cities/
[1] https://datacenterfrontier.com/power-interoperability-the-new-standard-for-data-centers/
[1] https://chronicle.security/blog/posts/how-to-think-about-cloud-threats-today/
[1] https://fiberinc.lll-ll.com?i=2788676
[1] https://MSharma.lll-ll.com?i=2793899
[1] http://CVSoci.al/Dy0lRjzQ
[1] https://datacenterfrontier.com/executive-insights-shannon-hulbert-from-opus-interactive/

Top Domains
Top Domains in Tweet in Entire Graph:
[173] boudy-technology.tn
[148] youtube.com
[110] robtiffanydigital.com
[101] forbes.com
[88] twitter.com
[85] dy.si
[67] youtu.be
[64] cio.com
[58] logiciels.pro
[56] linkedin.com

Top Domains in Tweet in G1:
[58] logiciels.pro
[34] instagram.com
[22] bitbucket.org
[21] linkedin.com
[21] vision33.com
[20] digitalocean.com
[19] clickasnap.com
[15] youtube.com
[14] careerarc.com
[14] etsy.com

Top Domains in Tweet in G2:
[160] boudy-technology.tn
[110] robtiffanydigital.com
[102] youtube.com
[62] forbes.com
[62] youtu.be
[50] cio.com
[50] developereconomics.net
[50] msn.com
[40] t.me
[40] innovative-trends.de

Top Domains in Tweet in G3:
[9] forbes.com
[8] twitter.com
[8] medium.com
[6] apptread.com
[6] cio.com
[5] comet.ml
[5] outsystems.com
[5] dy.si
[4] youtube.com
[4] analyticsinsight.net

Top Domains in Tweet in G4:
[20] forbes.com
[14] darkreading.com
[11] datasciencecentral.com
[9] boudy-technology.tn
[8] securitymagazine.com
[7] securityintelligence.com
[7] mit.edu
[7] interestingengineering.com
[6] nextgov.com
[5] techrepublic.com

Top Domains in Tweet in G5:
[23] dy.si
[22] gogravity.com
[21] coursemetry.com
[9] linkedin.com
[9] twitter.com
[9] passle.net
[7] microsoft.com
[6] amazon.com
[6] gocloudcareers.com
[6] isg-one.com

Top Domains in Tweet in G6:
[10] twitter.com
[3] forbes.com
[2] co.uk
[1] practicalecommerce.com
[1] malwarebytes.com
[1] interestingengineering.com
[1] securityboulevard.com
[1] cio.com
[1] datasciencecentral.com
[1] techxplore.com

Top Domains in Tweet in G7:
[25] voicestorm.com
[9] getrevue.co
[6] workspot.com
[4] co.uk
[3] fortinet.com
[3] dy.si
[3] seismic.com
[2] cloudcomputing-news.net
[2] g2.com
[1] analyticsinsight.net

Top Domains in Tweet in G8:
[10] zdnet.com
[7] google.com
[5] netzpalaver.de
[5] youtube.com
[4] co.jp
[4] connpass.com
[4] cncf.io
[3] twitter.com
[3] linuxfoundation.org
[3] edx.org

Top Domains in Tweet in G10:
[13] datacenterfrontier.com
[13] cvsoci.al
[7] lll-ll.com
[2] singlestore.com
[2] butterflypublisher.com
[2] rackspace.com
[1] datacenterknowledge.com
[1] cloudtweaks.com
[1] datanami.com
[1] equinix.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4327] cloud
[2306] ai
[1390] python
[1273] machinelearning
[1191] iot
[1184] bigdata
[1159] 100daysofcode
[993] iiot
[977] datasecurity
[934] datascience



Top Hashtags in Tweet in G1:
[923] cloud
[100] security
[82] privacy
[79] sky
[70] saas
[58] logiciel
[55] aws
[48] technology
[46] cloudcomputing
[30] weather

Top Hashtags in Tweet in G2:
[1350] ai
[1106] cloud
[916] python
[881] iot
[839] bigdata
[820] 100daysofcode
[747] machinelearning
[670] iiot
[639] datascience
[606] datascientist

Top Hashtags in Tweet in G3:
[317] ai
[285] cloud
[240] cloudàlafrançaise
[166] machinelearning
[133] python
[91] bigdata
[84] 100daysofcode
[67] iot
[66] coding
[61] datascience

Top Hashtags in Tweet in G4:
[318] ai
[252] machinelearning
[251] python
[231] datasecurity
[189] 5g
[188] cloud
[184] 100daysofcode
[152] datascience
[144] bigdata
[126] dataanalytics

Top Hashtags in Tweet in G5:
[223] cloud
[47] azure
[30] bigdata
[27] aws
[25] microsoft
[24] data
[20] udemycoupon
[20] clouds
[20] courses
[20] udemyfree

Top Hashtags in Tweet in G6:
[144] ai
[135] iiot
[132] datasecurity
[128] dataanalytics
[125] datascientist
[118] javascript
[104] flutter
[94] rstats
[94] reactjs
[93] java

Top Hashtags in Tweet in G7:
[74] cloud
[25] cdwsocial
[13] tech
[10] contactcenter
[9] technology
[9] compliance
[7] multicloud
[7] cybersecurity
[7] data
[6] ai

Top Hashtags in Tweet in G8:
[72] cloud
[28] kubernetes
[23] devops
[15] hybrid
[14] cybersecurity
[12] datacenter
[10] cloudcomputing
[8] azure
[7] aiops
[7] networking

Top Hashtags in Tweet in G9:
[38] cloud
[23] tifa
[23] cloti
[22] ff7r
[18] finalfantasy
[17] ff7
[15] tifalockhart
[12] cloudstrife
[12] クラティ
[11] megashibamount

Top Hashtags in Tweet in G10:
[57] cloud
[14] datacenter
[11] azure
[9] cybersecurity
[6] data
[4] technology
[4] it
[4] colocation
[4] datastorage
[4] tech

Top Words
Top Words in Tweet in Entire Graph:
[4333] #cloud
[2301] #ai
[1390] #python
[1273] #machinelearning
[1192] #iot
[1184] #bigdata
[1159] #100daysofcode
[1002] cloud
[993] #iiot
[977] #datasecurity

Top Words in Tweet in G1:
[923] #cloud
[247] cloud
[100] #security
[82] #privacy
[80] more
[79] #sky
[72] diff
[70] #saas
[66] learn
[64] data

Top Words in Tweet in G2:
[1349] #ai
[1107] #cloud
[916] #python
[882] #iot
[839] #bigdata
[820] #100daysofcode
[747] #machinelearning
[670] #iiot
[639] #datascience
[606] #datascientist

Top Words in Tweet in G3:
[317] #ai
[287] #cloud
[240] #cloudàlafrançaise
[179] googlecloud_fr
[166] #machinelearning
[133] #python
[128] ronald_vanloon
[107] jblefevre60
[91] #bigdata
[84] #100daysofcode

Top Words in Tweet in G4:
[318] #ai
[252] #machinelearning
[251] #python
[231] #datasecurity
[231] paula_piccard
[189] #5g
[188] #cloud
[184] #100daysofcode
[178] more
[167] know

Top Words in Tweet in G5:
[226] #cloud
[62] cloud
[47] #azure
[43] data
[34] azure
[30] #bigdata
[27] #aws
[25] #microsoft
[24] #data
[22] co

Top Words in Tweet in G6:
[144] #ai
[135] #iiot
[132] #datasecurity
[128] #dataanalytics
[125] #datascientist
[118] #javascript
[110] yuhelenyu
[104] #flutter
[94] #rstats
[94] #reactjs

Top Words in Tweet in G7:
[74] #cloud
[25] #cdwsocial
[22] help
[20] cdwcorp
[19] evankirstel
[14] cloud
[13] check
[13] #tech
[12] need
[12] security

Top Words in Tweet in G8:
[72] #cloud
[28] #kubernetes
[25] masazumi_koga
[23] #devops
[21] hpe
[19] learn
[17] open
[16] α
[15] #hybrid
[14] netzpalaver

Top Words in Tweet in G9:
[98] cry
[65] cloud
[55] tifa
[53] make
[51] scene
[49] byakko91
[49] ffviir
[49] made
[49] much
[49] played

Top Words in Tweet in G10:
[57] #cloud
[23] microsoft
[19] data
[18] learn
[17] center
[15] cloud
[14] #datacenter
[14] more
[14] architecture
[11] teams

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[597] #datasecurity,#datascientist
[497] know,more
[475] #rstats,#reactjs
[456] #ai,#python
[442] #datascience,#bigdata
[421] #machinelearning,#ai
[409] #reactjs,#iiot
[369] #python,#datascience
[351] #ai,#datasecurity
[343] #datascientist,#dataanalytics

Top Word Pairs in Tweet in G1:
[80] #security,#privacy
[80] #privacy,#cloud
[59] #saas,#cloud
[58] #cloud,#logiciel
[33] #cloud,#cloudcomputing
[31] #sky,#cloud
[28] amazon,web
[28] web,services
[27] learn,more
[24] way',vs

Top Word Pairs in Tweet in G2:
[332] #datasecurity,#datascientist
[276] #ai,#python
[263] #datascience,#bigdata
[262] know,more
[249] #iot,#iiot
[245] #machinelearning,#ai
[229] #rstats,#reactjs
[221] #digital,#digitalhealth
[218] #datascientist,#mwc22
[218] #digitalhealth,#cx

Top Word Pairs in Tweet in G3:
[99] jblefevre60,#cloudàlafrançaise
[96] #ai,#machinelearning
[66] #machinelearning,#cloud
[57] #cloud,#python
[48] ronald_vanloon,check
[46] googlecloud_fr,#ai
[44] développement,durable
[43] #python,#coding
[43] #coding,#100daysofcode
[42] région,france

Top Word Pairs in Tweet in G4:
[165] know,more
[132] #machinelearning,#ai
[128] #ai,#python
[121] #python,#datascience
[120] #datascience,#bigdata
[116] #rstats,#reactjs
[113] #reactjs,#iiot
[104] #datasecurity,#datascientist
[95] #bigdata,#deeplearning
[95] #deeplearning,#iot

Top Word Pairs in Tweet in G5:
[21] registrations,left
[16] #azure,#cloud
[14] accounting,software
[14] left,#cloud
[13] #cloud,#udemycoupon
[12] #bigdata,#cloud
[11] #cloud,#cloudcomputing
[11] cloud,strategy
[11] #itcertifications,#courses
[10] management,platforms

Top Word Pairs in Tweet in G6:
[124] #datasecurity,#datascientist
[120] #datascientist,#dataanalytics
[119] #ai,#datasecurity
[100] #iiot,#flutter
[96] #flutter,#javascript
[94] #rstats,#reactjs
[93] #javascript,#java
[93] #reactjs,#iiot
[87] #dataanalytics,#rstats
[53] full,stack

Top Word Pairs in Tweet in G7:
[11] cdwcorp,#cdwsocial
[10] moving,#cloud
[9] check,latest
[9] latest,newsletter
[9] newsletter,tech
[9] tech,issue
[9] issue,#75
[9] #75,#tech
[9] #tech,#technology
[9] need,help

Top Word Pairs in Tweet in G8:
[15] masazumi_koga,hpe
[14] open,source
[13] author,masazumi_koga
[13] hpe,evangelist
[11] evangelist,japan
[9] #kubernetes,popular
[9] popular,open
[9] source,container
[9] container,orchestration
[9] orchestration,tool

Top Word Pairs in Tweet in G9:
[51] cloud,tifa
[49] ffviir,made
[49] made,cry
[49] cry,much
[49] much,played
[49] played,scene
[49] scene,cloud
[49] tifa,heartwarming
[49] heartwarming,ff
[49] ff,kh

Top Word Pairs in Tweet in G10:
[17] data,center
[9] #cloud,native
[9] microsoft,#azure
[8] learn,empower
[8] empower,teams
[8] teams,move
[8] move,legacy
[8] legacy,#cloud
[8] native,architecture
[8] architecture,power

Top Replied-To
Top Replied-To in Entire Graph:
@mylessuer
@accenturesecure
@hpe
@andrasbacsai
@billmew
@softclouds
@googleai
@cpetersen_cs
@cnbcfastmoney
@coriniumglobal

Top Replied-To in G2:
@enilev
@amazon
@dhritiman95
@researchguru6
@walmart
@billmew
@nolifeshaq
@kiiara
@anddyradio
@cnbcfastmoney

Top Replied-To in G3:
@awscloud
@googlecloud_fr

Top Replied-To in G5:
@mylessuer
@cpetersen_cs
@softclouds
@digitalsecarch
@billmew
@knieriemen
@nyike
@vgazza
@davidseidl
@raj_datta

Top Replied-To in G6:
@googleai
@avrohomg

Top Mentioned
Top Mentioned in Entire Graph:
@paula_piccard
@kiiara
@khulood_almani
@alludingassets
@yuhelenyu
@googlecloud_fr
@sonu_monika
@stratorob
@chidambara09
@commercialeseme

Top Mentioned in G1:
@archonsec
@aysel44_aysel
@gocloudwave
@clotificlove
@prowebza
@cloudbusinesss
@chapsvision
@mycloudpms
@aboutcloudtech
@greggcomm

Top Mentioned in G2:
@paula_piccard
@kiiara
@alludingassets
@khulood_almani
@stratorob
@chidambara09
@commercialeseme
@betamoroney
@enilev
@sonu_monika

Top Mentioned in G3:
@googlecloud_fr
@jblefevre60
@ronald_vanloon
@paula_piccard
@3itcom
@kalydeoo
@shi4tech
@fabriziobustama
@nicochan33
@arianeda

Top Mentioned in G4:
@paula_piccard
@sonu_monika
@mdfact
@lago72
@khulood_almani
@commercialeseme
@stanleyhacks
@yuhelenyu
@exr_consultancy
@comparethecloud

Top Mentioned in G5:
@mylessuer
@aws_partners
@isg_news
@vgazza
@awscloud
@digitalsecarch
@timothy_hughes
@finextra
@gogravityonline
@dez_blanchfield

Top Mentioned in G6:
@yuhelenyu
@paula_piccard
@sonu_monika
@iotchannel
@iotcommunity
@peterbnichol
@nyike
@mdfact
@lago72
@thinklbc

Top Mentioned in G7:
@cdwcorp
@evankirstel
@five9
@edtech_k12
@rubrikinc
@nutrisystem
@netsapiens
@workspot
@thoughtspot
@techtarget

Top Mentioned in G8:
@masazumi_koga
@lf_training
@leeatchison
@netzpalaver
@zdnet_japan
@hpe
@cisco
@bootcamp_devops
@drjdrooghaag
@chrisshort

Top Mentioned in G9:
@byakko91
@ruiojousama
@ro_x_e
@raidenwgt
@roxlewd
@jedijenna
@myrrcy
@sassystargazer7
@sayorichu
@theogtrio7

Top Mentioned in G10:
@microsoft
@sumologic
@dcfrontier
@quantumloophole
@techstrong
@qumu
@googlecloud
@lacework
@singlestoredb
@sabeydc

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@marciojmsilva
@xaelbot
@codedailybot
@cybersecurityn8
@javascriptd
@edjlazar
@glasgow_watch
@evankirstel

Top Tweeters in G1:
@247robby
@letsroc137
@centralspotter
@projectpeachuk
@money_personal
@alexasocial
@livewxradar
@wohiamna
@datavault_uk
@cloud_cio_

Top Tweeters in G2:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@javascriptd
@sudeepkhatri
@100xcode
@fabriciosx
@biofares

Top Tweeters in G3:
@hubofml
@codewithtwitchi
@ssxman2
@jeandoobs
@nicochan33
@jamesvgingerich
@shi4tech
@cosmonauty
@openmarketingtv
@albator50

Top Tweeters in G4:
@youranonriots
@ricardo_ik_ahau
@nomoreslaves
@drferdowsi
@securitynewsbot
@nick_barnes
@metropulseusa
@ene3112
@cestlavie486
@xdiegoramirezx

Top Tweeters in G5:
@jamesjava
@walmart
@biconnections
@rwang0
@wsj
@timothy_hughes
@yvesmulkers
@7wdata
@dez_blanchfield
@news_nocode

Top Tweeters in G6:
@edjlazar
@ajblackston
@eli___k
@muhsindaura
@therudingroup
@publichealthbot
@danielscarvalho
@eli_krumova
@cioamaro
@insanedevbot

Top Tweeters in G7:
@evankirstel
@akwyz
@tomy2875
@zdnet
@greentechdon
@stem_nastics
@nutrisystem
@shellykramer
@rtehrani
@johnnosta

Top Tweeters in G8:
@releaseteam
@hydeblizzardbox
@austin_castel
@chrisshort
@amazonjp
@lopezunwired
@ciscolive
@sulefati7
@realrubberduck1
@eweeknews

Top Tweeters in G9:
@faradina_92
@elfdemon_
@kisacullen
@gordon_dunham
@ro_x_e
@blacklbutterfly
@phoenixmiko
@zeldamartiny
@nyagardr
@diinech

Top Tweeters in G10:
@securityblog
@secdevb
@gigaom
@mspartner
@rackspace
@shannonrhulbert
@tech_journalism
@datacenter
@microsoft
@bernardgolden