#cloud, Twitter, 9/19/2021 6:40:59 AM, 262386


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#cloud_2021-09-18_23-14-24.xlsx
#cloud_2021-09-18_23-14-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2021
Short Description:
#cloud via NodeXL https://bit.ly/39iV97b
@pythonexpertbot
@paula_piccard
@runonflux
@ronald_vanloon
@developerbot_v1
@chidambara09
@bitboy_crypto
@coderretweet
@ingliguori
@cybersec_feeds

Top hashtags:
#cloud
#ai
#100daysofcode
#cybersecurity
#analytics
#python

Description:
Description
The graph represents a network of 3,823 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, 19 September 2021 at 06:28 UTC.

The requested start date was Sunday, 19 September 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 2-day, 5-hour, 2-minute period from Thursday, 16 September 2021 at 18:57 UTC to Sunday, 19 September 2021 at 00:00 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 : 3823
Unique Edges : 3846
Edges With Duplicates : 13110
Total Edges : 16956
Number of Edge Types : 5
Retweet : 5588
MentionsInRetweet : 7709
Tweet : 1779
Mentions : 1830
Replies to : 50
Self-Loops : 1889
Reciprocated Vertex Pair Ratio : 0.0104197677880322
Reciprocated Edge Ratio : 0.0206246317030053
Connected Components : 711
Single-Vertex Connected Components : 430
Maximum Vertices in a Connected Component : 2452
Maximum Edges in a Connected Component : 14806
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.54177
Graph Density : 0.000464565391137642
Modularity : 0.34547
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,823 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, 19 September 2021 at 06:28 UTC.

The requested start date was Sunday, 19 September 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 2-day, 5-hour, 2-minute period from Thursday, 16 September 2021 at 18:57 UTC to Sunday, 19 September 2021 at 00:00 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:
[22] https://twitter.com/Ethernity_cloud/status/1438534550104182790
[10] https://devblogs.microsoft.com/devops/level-up-your-skills-with-bicep/?WT.mc_id=devops-42761-apedward
[8] https://www.instagram.com/accounts/login/
[8] https://bit.ly/3CgiItR
[6] https://techcrunch.com/2021/09/16/mirantis-launches-cloud-native-data-center-as-a-service-software/?utm_source=dlvr.it&utm_medium=twitter
[5] http://www.runonflux.io/?utm_source=Twitter+&utm_medium=Army+Boosted&utm_campaign=Fall+Push
[5] https://enterprisersproject.com/article/2021/8/how-prioritize-artificial-intelligence-ai-projects-6-tips
[4] https://nam12.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fstevennorton%2F2021%2F09%2F15%2Fhewlett-packard-enterprise-names-new-cto-from-vmware-in-continued-cloud-push%2F%3Fsh%3D62bcd4ea19ac&data=04%7C01%7CCharis.Gnanakan%40edelman.com%7Cf189af2ae59f41fdc1c708d9788a5c7b%7Cb824bfb3918e43c2bb1cdcc1ba40a82b%7C0%7C0%7C637673357962977372%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=%2BXeMMxX0V5thxUBu90rc%2Biv92%2BNpw%2BAh3sZjAhlo6PU%3D&reserved=0
[3] https://community.verint.com/b/customer-engagement/posts/did-you-hear-for-the-fourth-consecutive-year-verint-wins-ai-breakthrough-award-for-excellence-and-innovation?utm_source=Verint+blog&utm_id=Verint+blog+-+Amy+Curry+-+Did+You+Hear%3F+For+the+Fourth+Consecutive+Year,+Verint+Wins+AI+Breakthrough+Award+for+Excellence+and+Innovation+-+July+28,+2021+-+external+link&utm_content=Verint+blog+-+Amy+Curry+-+Did+You+Hear%3F+For+the+Fourth+Consecutive+Year,+Verint+Wins+AI+Breakthrough+Award+for+Excellence+and+Innovation+-+July+28,+2021+-+external+link
[3] https://economictimes.indiatimes.com/industry/services/retail/retailers-set-to-aggressively-invest-in-user-engagement-cloud-iot-for-efficiency-airtel-report/articleshow/86068558.cms?utm_content=buffer301d5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[3] https://www.simplilearn.com/top-technology-trends-and-jobs-article?utm_sq=guia2t049p
[2] https://cloud7.news/security/ways-to-improve-your-hosting-security-compliance/
[2] https://economictimes.indiatimes.com/industry/services/retail/retailers-set-to-aggressively-invest-in-user-engagement-cloud-iot-for-efficiency-airtel-report/articleshow/86068558.cms?utm_content=buffer301d5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.information-age.com/when-ai-actually-ai-exploring-true-definition-of-artificial-intelligence-123496922/?utm_sq=gujcyyfbfu
[2] https://www.businessinsider.com/dei-ai-data-increase-diversity-inclusion-at-work-2021-9?utm_sq=guiwpbbmg2
[2] https://www.analyticsinsight.net/top-5-public-cloud-market-trends-in-2021/
[2] https://www.helpnetsecurity.com/2021/09/16/building-cybersecurity-plan/?utm_sq=guic2jp93s
[2] https://www.rtinsights.com/5g-with-iot-new-era-in-digitalization/?utm_sq=guibs3xde0
[2] https://www.analyticsinsight.net/do-we-have-a-backup-plan-if-artificial-intelligence-causes-unemployment/
[2] https://www.forbes.com/sites/forbestechcouncil/2021/09/13/digital-transformation-is-shifting-from-cloud-first-to-cloud-everywhere/?sh=50874cbaf7ee

Top URLs in Tweet in G2:
[3] https://www.itworldcanada.com/blog/is-cloud-computing-over-hyped/457377
[3] https://www.datasciencecentral.com/profiles/blogs/de-constructing-use-cases-for-big-data-solutions-1#DivyeshAegis44368
[2] https://www.ibm.com/uk-en/it-infrastructure/power/power10?utm_source=Exinfluencer&utm_medium=Exinfluencer&utm_campaign=Systems+EMEA&utm_id=Antonio-Grasso&utm_term=10014279&utm_content=000038PQ
[1] https://www.spirent.com/blogs/active-assurance-giving-telco-private-network-plays-a-competitive-boost?utm_campaign=safely_accelerate_5g&utm_medium=Influencer&utm_source=Twitter
[1] https://newsroom.ibm.com/2021-09-14-DISH-Selects-IBMs-AI-Powered-Automation-and-Network-Orchestration-Software-and-Services-for-New-Cloud-Native-5G-Network?utm_medium=OSocial&utm_source=Twitter&utm_content=000040UV&utm_term=10014622&utm_id=Twitter-IBMNews-DISH-Network-2021-09-14&social_post=5482298438&linkId=131609786
[1] https://www.researchgate.net/profile/Ranbir_Batth/publication/330387179_Internet_of_Robotic_Things_Driving_Intelligent_Robotics_of_Future_-_Concept_Architecture_Applications_and_Technologies/links/5c40b876a6fdccd6b5b46ccd/Internet-of-Robotic-Things-Driving-Intelligent-Robotics-of-Future-Concept-Architecture-Applications-and-Technologies.pdf
[1] https://www.ilounge.com/articles/the-advantages-of-enterprise-app-development
[1] https://futurumresearch.com/research-notes/temenos-and-zafin-availability-on-ibm-financial-services-cloud-platform/?utm_source=rss&utm_medium=rss&utm_campaign=temenos-and-zafin-availability-on-ibm-financial-services-cloud-platform
[1] https://www.business.att.com/learn/research-reports/att-and-equinix-blog-digital-transformation.html?source=EBBZTw00000IFS00M&wtExtndSource=TheodoraLau
[1] https://www.issquaredinc.com/cloud-infra-and-pandemic

Top URLs in Tweet in G3:
[20] https://twitter.com/Ethernity_cloud/status/1438534550104182790
[6] https://www.instagram.com/accounts/login/
[5] https://enterprisersproject.com/article/2021/8/how-prioritize-artificial-intelligence-ai-projects-6-tips
[3] https://ethernity.cloud/
[3] https://blog.atwork.at/post/Microsoft365-relevance-score-
[2] https://www.drkarlpopp.com/revenuemodelssoftwareindustry
[2] https://www.stevebgraphics.co.uk/portfolio.html#.YMSOgwwXluo.twitter
[2] http://administracionelectronica.gob.es/pae_Home/pae_Estrategias/Racionaliza_y_Comparte/elementos_comunes/Intermediacion_de_datos.html
[2] https://www.searchblox.com/why-should-you-move-to-managed-search-in-the-cloud/
[2] https://www.youtube.com/watch?v=F4LyUon0yYI&feature=youtu.be


Top URLs in Tweet in G4:
[5] http://www.runonflux.io/?utm_source=Twitter+&utm_medium=Army+Boosted&utm_campaign=Fall+Push
[1] https://runonflux.io/

Top URLs in Tweet in G5:
[8] https://bit.ly/3CgiItR
[2] https://www.oracle.com/customers/hormel-foods/?source=:so:tw:or:awr:ocorp:::&SC=:so:tw:or:awr:ocorp:::&pcode=
[1] https://social.ora.cl/6019y4Xc5
[1] https://www.oracle.com/customers/seattle-sounders-fc/?source=:so:tw:or:awr:ocorp:::&SC=:so:tw:or:awr:ocorp:::&pcode=
[1] https://siliconangle.com/2021/09/13/oracle-falls-short-q1-revenue-targets-cloud-growth-stays-strong/
[1] https://www.pluralsight.com/courses/kubernetes-clusters-lens-managing
[1] https://containerjournal.com/features/4-ways-to-curb-kubernetes-cloud-costs/
[1] https://social.ora.cl/6013y4UN3
[1] https://dy.si/VBZxP
[1] https://dy.si/oCnQNn

Top URLs in Tweet in G6:
[3] http://azurebacktoschool.github.io/
[2] https://london.mssconference.com/
[1] https://economictimes.indiatimes.com/industry/services/retail/retailers-set-to-aggressively-invest-in-user-engagement-cloud-iot-for-efficiency-airtel-report/articleshow/86068558.cms?utm_content=buffer301d5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/kareldewinter

Top URLs in Tweet in G7:
[2] https://r.socialstudio.radian6.com/5161be4c-f5ac-4b6c-90f7-dab01ac73c49
[1] https://www.networkdefenseblog.com/post/biggest-single-point-of-failure
[1] https://twitter.com/DavidLinthicum/status/1435375566794985474
[1] https://www.ciodive.com/news/cloud-cost-optimization-security/605941/
[1] https://www.cio.com/article/3629456/liberating-legacy-data-through-data-digital-decoupling.html
[1] https://threatpost.com/zoho-password-manager-zero-day-attack/169303/
[1] https://www.securitymagazine.com/articles/96042-cisa-releases-the-cloud-security-technical-reference-architecture-and-zero-trust-maturity-model-for-public-comment
[1] https://resources.cloudbolt.io/infographics/cloud-cost-management-the-old-way-vs-the-intelligent-way?utm_source=Twitter&utm_medium=Social&utm_term=&utm_content=&utm_campaign=Content

Top URLs in Tweet in G8:
[2] https://events.sada.com/google-cloud-ground-school/home
[2] https://www.crn.com/news/cloud/google-cloud-rolls-out-new-data-storage-capabilities
[1] https://www.thesiliconpartners.com/join-tsp-at-sap-for-utilities/
[1] https://www.channelfutures.com/people-on-the-move/google-cloud-initiates-technical-management-team-reorganization?utm_source=dlvr.it&utm_medium=twitter
[1] https://cloud.google.com/blog/products/cloud-migration/how-check-all-right-boxes-your-cloud-migration-you-get-started

Top URLs in Tweet in G9:
[2] https://video.cube365.net/c/933533
[2] https://video.cube365.net/c/933514
[1] https://klickehier.com/netzpalaver-youtube
[1] https://video.cube365.net/c/933527
[1] https://video.cube365.net/c/933540
[1] https://www.zdnet.com/article/wells-fargo-taps-microsoft-azure-google-cloud-for-its-multi-cloud-pivot/
[1] https://www.dqindia.com/can-businesses-ensure-safety-growing-cloud-computing-environment/
[1] https://nutanix.com/next
[1] https://now.informatica.com/APJ-Cloud-Analytics-Mod-Snowflake-Summit.html?Source=Social-Bambu&cext=infasocial-emp&blaid=2043450
[1] https://www.infoworld.com/article/3632432/the-lines-between-private-data-centers-and-public-clouds-are-blurring.html?utm_source=Adestra&utm_medium=email&utm_content=Title%3A%20The%20lines%20between%20private%20data%20centers%20and%20public%20clouds%20are%20blurring&utm_campaign=IDG%27s%20Top%20Enterprise%20Stories&utm_term=Editorial%20-%20IDG%27s%20Top%20Enterprise%20Stories&utm_date=20210915221044&huid=66a43fa2-2347-4114-9edb-76c0963234f8

Top URLs in Tweet in G10:
[1] https://bit.ly/2XpQLAr
[1] https://app.marketbeam.io/u/NmHWzJ

Top Domains
Top Domains in Tweet in Entire Graph:
[121] thejavasea.com
[109] twitter.com
[108] youtube.com
[88] webwpplay.com
[84] hpe.com
[83] analyticsinsight.net
[80] forbes.com
[78] linkedin.com
[70] dy.si
[66] information-age.com

Top Domains in Tweet in G1:
[119] thejavasea.com
[79] analyticsinsight.net
[70] webwpplay.com
[64] information-age.com
[52] makeuseof.com
[49] forbes.com
[49] bah.com
[46] businessinsider.com
[44] youtube.com
[42] helpnetsecurity.com

Top Domains in Tweet in G2:
[19] forbes.com
[14] datasciencecentral.com
[13] ardentisys.com
[8] visualcapitalist.com
[8] peggysmedleyshow.com
[7] ibm.com
[6] linkedin.com
[6] five9cxsummit.com
[6] issquaredinc.com
[5] bcg.com

Top Domains in Tweet in G3:
[58] twitter.com
[22] instagram.com
[22] youtube.com
[21] linkedin.com
[17] clickasnap.com
[15] ethernity.cloud
[13] incwo.com
[10] livewxradar.com
[9] co.uk
[7] techcrunch.com

Top Domains in Tweet in G4:
[28] runonflux.io
[19] medium.com
[3] youtube.com
[3] twitter.com
[2] cryptonewsz.com
[1] zelcore.io

Top Domains in Tweet in G5:
[57] dy.si
[21] bit.ly
[14] oracle.com
[14] opsmatters.com
[7] coruzant.com
[5] ora.cl
[3] securitysenses.com
[3] zdnet.com
[3] shareaholic.com
[3] voicestorm.com

Top Domains in Tweet in G6:
[22] azuresummit.live
[12] build5nines.com
[7] microsoft.com
[7] abouttmc.com
[6] usabizclub.com
[5] linkedin.com
[4] provintl.com
[4] youtube.com
[4] adaptiva.com
[3] mekas.com

Top Domains in Tweet in G7:
[4] youtube.com
[3] cio.com
[3] accenture.com
[3] threatpost.com
[3] twitter.com
[3] buff.ly
[3] techtarget.com
[3] radian6.com
[2] securitymagazine.com
[2] darkreading.com

Top Domains in Tweet in G8:
[75] hpe.com
[24] robtiffanydigital.com
[13] amazon.com
[12] cloudcomputing-news.net
[11] infoworld.com
[10] techrepublic.com
[7] youtube.com
[6] microsoft.com
[6] allthingsdistributed.com
[5] ibm.com

Top Domains in Tweet in G9:
[9] johannesdrooghaag.com
[8] youtube.com
[6] cube365.net
[3] infoworld.com
[3] lll-ll.com
[2] siliconangle.com
[2] ramsac.com
[2] butterflypublisher.com
[2] zdnet.com
[2] dqindia.com

Top Domains in Tweet in G10:
[6] radian6.com
[2] bit.ly
[2] marketbeam.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4401] cloud
[2644] ai
[1340] 100daysofcode
[1228] cybersecurity
[1181] analytics
[1111] python
[1103] machinelearning
[1084] bigdata
[937] iot
[808] 5g



Top Hashtags in Tweet in G1:
[2009] ai
[1277] 100daysofcode
[1206] cloud
[1104] analytics
[1051] python
[974] machinelearning
[920] cybersecurity
[881] bigdata
[681] iot
[672] 5g

Top Hashtags in Tweet in G2:
[381] cloud
[245] ai
[133] iot
[128] digitaltransformation
[121] bigdata
[82] machinelearning
[75] 5g
[72] cybersecurity
[69] iiot
[66] technology

Top Hashtags in Tweet in G3:
[701] cloud
[150] blockchain
[142] decentralized
[135] altcoin
[130] cryptocurrency
[124] crypto
[120] privacy
[118] token
[115] confidentiality
[111] coin

Top Hashtags in Tweet in G4:
[242] cloud
[222] cloudcomputing
[217] decentralization
[41] decentralized
[31] docker
[31] flux
[27] dapp
[19] blockchain
[19] pouw
[19] pow

Top Hashtags in Tweet in G5:
[211] cloud
[41] kubernetes
[38] oci
[35] learning
[27] devops
[26] database
[18] datadrivenapplications
[18] microservicesarchitecture
[18] helidon
[18] oraclecloudinfrastructure

Top Hashtags in Tweet in G6:
[124] cloud
[99] cloudsummit2021
[81] azure
[33] devops
[25] cloudsummit
[21] ai
[14] cybersecurity
[14] aws
[13] iot
[12] microsoft

Top Hashtags in Tweet in G7:
[83] cloud
[10] cybersecurity
[9] security
[7] cloudcomputing
[7] citrixlaunchpad
[6] it
[6] data
[4] azure
[4] ransomware
[4] cyberaware

Top Hashtags in Tweet in G8:
[248] cloud
[226] ai
[37] data
[37] iot
[34] iiot
[33] digital
[28] automation
[26] digitaltransformation
[26] 5g
[24] digitaltwins

Top Hashtags in Tweet in G9:
[65] cloud
[38] cybersecurity
[18] edge
[15] ai
[11] cio
[10] ciso
[9] infosec
[9] iot
[9] 5g
[7] digitaltransformation

Top Hashtags in Tweet in G10:
[56] cloud
[13] devops
[6] veeam
[3] it
[1] backup
[1] kubernetes
[1] k8s
[1] kubecon
[1] cloudnativecon

Top Words
Top Words in Tweet in Entire Graph:
[4401] #cloud
[2646] #ai
[1342] #100daysofcode
[1228] #cybersecurity
[1183] #analytics
[1111] #python
[1103] #machinelearning
[1086] #bigdata
[938] #iot
[897] cloud

Top Words in Tweet in G1:
[2011] #ai
[1279] #100daysofcode
[1208] #cloud
[1106] #analytics
[1051] #python
[974] #machinelearning
[920] #cybersecurity
[883] #bigdata
[681] #iot
[672] #5g

Top Words in Tweet in G2:
[381] #cloud
[245] #ai
[133] #iot
[128] #digitaltransformation
[121] #bigdata
[112] ronald_vanloon
[88] kred
[82] #machinelearning
[75] #5g
[72] #cybersecurity

Top Words in Tweet in G3:
[699] #cloud
[176] cloud
[150] #blockchain
[142] #decentralized
[135] #altcoin
[130] #cryptocurrency
[129] project
[124] #crypto
[120] #privacy
[118] #token

Top Words in Tweet in G4:
[324] flux
[251] bitboy_crypto
[249] video
[242] #cloud
[236] runonflux
[222] #cloudcomputing
[217] #decentralization
[212] good
[212] hit
[212] right

Top Words in Tweet in G5:
[211] #cloud
[92] free
[52] oracle
[51] oraclecloud
[45] skills
[43] oci
[43] content
[42] certification
[41] cloud
[41] #kubernetes

Top Words in Tweet in G6:
[124] #cloud
[99] #cloudsummit2021
[98] day
[92] azure
[87] live
[81] #azure
[80] cloudsummitlive
[69] talking
[57] gt
[53] cloud

Top Words in Tweet in G7:
[83] #cloud
[23] transformation
[19] learn
[17] azure
[14] more
[12] cloud
[12] cost
[12] migrating
[12] series
[11] key

Top Words in Tweet in G8:
[248] #cloud
[226] #ai
[90] coffee
[66] talk
[60] iot
[44] cloud
[42] cup
[37] #data
[37] #iot
[35] welcome

Top Words in Tweet in G9:
[65] #cloud
[38] #cybersecurity
[26] drjdrooghaag
[18] #edge
[15] #ai
[12] netzpalaver
[12] maybe
[12] more
[11] #cio
[11] cloud

Top Words in Tweet in G10:
[86] vmblog
[56] #cloud
[39] veeam
[38] backupdave
[38] 2021
[38] protection
[38] trends
[36] read
[35] expert
[35] discuss

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[597] #100daysofcode,#ai
[575] #ai,#analytics
[562] #machinelearning,#ai
[520] #ai,#python
[504] #5g,#100daysofcode
[442] #iot,#iiot
[431] #rstats,#reactjs
[424] #python,#rstats
[376] #reactjs,#iot
[355] #bigdata,#cloud

Top Word Pairs in Tweet in G1:
[583] #100daysofcode,#ai
[558] #ai,#analytics
[538] #machinelearning,#ai
[500] #ai,#python
[494] #5g,#100daysofcode
[411] #rstats,#reactjs
[405] #python,#rstats
[387] #iot,#iiot
[358] #reactjs,#iot
[317] #bigdata,#cloud

Top Word Pairs in Tweet in G2:
[47] #ai,#ml
[45] #iot,#iiot
[44] gave,kred
[44] kred,#influence
[33] #cloud,#edge
[31] #digitaltransformation,#cloud
[31] #machinelearning,#bigdata
[29] #iiot,#iotpl
[27] intengineering,#cloud
[26] #tech,#techtrends

Top Word Pairs in Tweet in G3:
[125] #cloud,#decentralized
[119] #blockchain,#cryptocurrency
[119] #decentralized,#altcoin
[116] #cryptocurrency,#cloud
[107] #confidentiality,#privacy
[105] #altcoin,#confidentiality
[102] #privacy,#token
[98] #crypto,#blockchain
[96] #token,#coin
[42] legend,lake

Top Word Pairs in Tweet in G4:
[219] video,flux
[212] good,video
[212] flux,bitboy_crypto
[212] bitboy_crypto,hit
[212] hit,right
[212] right,money
[212] money,#decentralization
[212] #decentralization,#cloudcomputing
[212] #cloudcomputing,#cloud
[211] runonflux,good

Top Word Pairs in Tweet in G5:
[43] free,oci
[40] develop,#cloud
[40] #cloud,skills
[40] rolling,free
[40] content,free
[37] oci,certification
[37] free,#oci
[37] #oci,content
[36] certification,exams
[36] exams,until

Top Word Pairs in Tweet in G6:
[90] #cloudsummit2021,day
[56] cloudsummitlive,#cloudsummit2021
[40] live,talking
[33] #cloud,#azure
[29] day,welcome
[25] gt,gt
[24] live,streaming
[24] streaming,gt
[20] #cloudsummit,#cloud
[19] session,#cloudsummit2021

Top Word Pairs in Tweet in G7:
[9] digital,transformation
[8] transformation,requires
[8] requires,financial
[8] financial,transformation
[8] transformation,learn
[8] learn,key
[8] key,cost
[8] cost,considerations
[8] considerations,migrating
[8] migrating,#cloud

Top Word Pairs in Tweet in G8:
[160] #ai,#cloud
[66] coffee,talk
[33] iot,coffee
[33] welcome,#iot
[33] #iot,coffee
[33] chat,#digital
[33] #digital,#iiot
[29] #ai,powered
[27] #iiot,#automation
[25] #cloud,#digitaltransformation

Top Word Pairs in Tweet in G9:
[9] #cloud,#edge
[8] netzpalaver,drjdrooghaag
[6] #cloud,#cybersecurity
[6] drjdrooghaag,#cybersecurity
[6] #cybersecurity,#netzpalaver
[6] #netzpalaver,#cloud
[6] #cloud,#ai
[6] #ai,#edge
[6] #cybersecurity,#ciso
[6] #ciso,#infosec

Top Word Pairs in Tweet in G10:
[38] 2021,#cloud
[38] #cloud,protection
[38] protection,trends
[35] read,vmblog
[35] vmblog,expert
[35] expert,backupdave
[35] backupdave,veeam
[35] veeam,discuss
[35] discuss,findings
[35] findings,2021

Top Replied-To
Top Replied-To in Entire Graph:
@ethernity_cloud
@urbaea
@development_rt
@coiledhq
@gordongchang
@interserver
@aajtak
@rpsinghkhalsa
@smitaprakash
@genesys

Top Replied-To in G1:
@ai_miami
@gordongchang
@viatcheslavsos3

Top Replied-To in G2:
@belindasummers
@development_rt
@temenos
@ibm

Top Replied-To in G3:
@steveb_graphics

Top Replied-To in G5:
@oracle

Top Replied-To in G6:
@md3lda
@hicommunities
@cloudsummitlive

Top Replied-To in G9:
@snowflakedb
@neeraj
@nyike

Top Mentioned
Top Mentioned in Entire Graph:
@paula_piccard
@ai_miami
@strat_ai
@bitboy_crypto
@pdh_scitechnews
@runonflux
@easternstyle1
@ingliguori
@reach2ratan
@ronald_vanloon

Top Mentioned in G1:
@paula_piccard
@ai_miami
@strat_ai
@pdh_scitechnews
@easternstyle1
@ingliguori
@boozallen
@bluejak3
@analytics_699
@domainsalesspe1

Top Mentioned in G2:
@ronald_vanloon
@kred
@intengineering
@ingliguori
@haroldsinnott
@mvollmer1
@eli_krumova
@kirkdborne
@mikequindazzi
@wissen_tech

Top Mentioned in G3:
@xpert_cloud
@rathavit_ethon
@juchtervbergen
@melanowaldy
@williec16284109
@estream_studios
@senseient
@mc_dailies
@steveb_graphics
@capebera

Top Mentioned in G4:
@bitboy_crypto
@runonflux
@cryptovium
@fluxisthefuture
@fluxcap99645425
@crypto_scp_
@howyoucancrypto
@galouisse
@fluxcanada
@zelcore_io

Top Mentioned in G5:
@oraclecloud
@oracle
@oracle_edu
@hormelfoods
@cloudnativefdn
@deutschebank
@cohesity
@mirantisit
@oracledevs
@lf_training

Top Mentioned in G6:
@cloudsummitlive
@stratisplatform
@dennes
@ankitsharma_007
@garella79
@techierathore
@codewithsimon
@cirruslabs1
@mcnsolutions
@rodtrent

Top Mentioned in G7:
@azure
@accenture
@citrix
@microsoft
@davidlinthicum
@infoworld
@citrixpartners
@threatpost
@darkreading
@google

Top Mentioned in G8:
@googlecloud
@automationanywh
@aichatter
@mihirandnow
@360_automation
@robtiffany
@actiancorp
@paula_piccard
@asug365
@sada

Top Mentioned in G9:
@drjdrooghaag
@netzpalaver
@redhat
@thecube
@nutanix
@sarbjeetjohal
@dvellante
@mbkumar
@isafety4kids
@imoyse

Top Mentioned in G10:
@vmblog
@backupdave
@veeam
@netapp
@silk_us
@statehub_io

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@streamerwall
@cybersec_feeds
@zyiteblog
@chidambara09
@zyitegadgets
@ejlazar
@javascriptd
@united
@xaelbot

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@javascriptd
@xaelbot
@codedailybot
@thehill
@thedeveloperbot
@cybersecurityn8
@fantasticradioo
@morgfair

Top Tweeters in G2:
@chidambara09
@evankirstel
@sudeepkhatri
@thecloudnetwork
@fintechna
@bot_innovation
@benishii_
@nicochan33
@thesecretjunio1
@smilenewa

Top Tweeters in G3:
@jenkers_ru
@247robby
@rockmamaaki
@biconnections
@estream_studios
@stackdevjobs
@projectpeachuk
@securitynewsbot
@arabnews
@showv3

Top Tweeters in G4:
@bitrichinfo
@intrinsicworld
@masterhalo40
@dulce_crypto
@bitboy_crypto
@pixelobserver
@majning
@luiscamacaro007
@zelnews
@maxlarsenjr

Top Tweeters in G5:
@economictimes
@zdnet
@holgermu
@mostlivablecity
@bsb_natalia
@mc_oleh
@generalelectric
@sjvn
@constellationr
@nicholas_redhat

Top Tweeters in G6:
@csa_dvillamizar
@rodtrent
@harishchand314
@chrisshort
@rudrapanditt
@lopezunwired
@freedomfirecom
@craigbrownphd
@csharpcorner
@devopsdotcom

Top Tweeters in G7:
@zimei_no_ri
@kevin_jackson
@google
@dearyujet
@doyleandre
@adrianvelascos
@ctechtvbfy
@pdrini_guardian
@shanebrighton
@abridgwater

Top Tweeters in G8:
@artificialbra1n
@godfrey_g_
@education_24x7
@manifattura40
@lucasoft_co_uk
@myitmedia
@unahub
@robtiffany
@dsofia7
@euinnovation

Top Tweeters in G9:
@juliebhunt
@junjudapi
@drjdrooghaag
@billmew
@it_connection
@pierre018
@archonsec
@imoyse
@thecube
@sarbjeetjohal

Top Tweeters in G10:
@vmblog
@veeam
@netapp
@ericsdougherty
@beb4vm
@backupdave
@itqjxrojs
@dohatasnim
@yousef10827534
@c1xcqvfqqbn3t6l