#cloud, Twitter, 5/22/2022 6:56:07 AM, 276804


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#cloud_2022-05-21_23-12-50.xlsx
#cloud_2022-05-21_23-12-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 22, 2022
Short Description:
#cloud via NodeXL https://bit.ly/3G9vtJL
@stratorob
@paula_piccard
@chidambara09
@ronald_vanloon
@khulood_almani
@pyscalellc
@sonu_monika
@oracle
@theweb3bot
@lf_training

Top hashtags:
#cloud
#ai
#python
#iot
#machinelearning
#datascience
#5g
#bigdata
#analytics

Description:
Description
The graph represents a network of 3,730 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, 22 May 2022 at 06:25 UTC.

The requested start date was Sunday, 22 May 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, 48-minute period from Thursday, 19 May 2022 at 18:11 UTC to Sunday, 22 May 2022 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 : 3730
Unique Edges : 3516
Edges With Duplicates : 13123
Total Edges : 16639
Number of Edge Types : 5
Mentions : 1919
Retweet : 5389
MentionsInRetweet : 7411
Tweet : 1867
Replies to : 53
Self-Loops : 2035
Reciprocated Vertex Pair Ratio : 0.0154539600772698
Reciprocated Edge Ratio : 0.0304375396322131
Connected Components : 772
Single-Vertex Connected Components : 457
Maximum Vertices in a Connected Component : 2055
Maximum Edges in a Connected Component : 14011
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.44227
Graph Density : 0.000453513761065542
Modularity : 0.314986
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,730 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, 22 May 2022 at 06:25 UTC.

The requested start date was Sunday, 22 May 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, 48-minute period from Thursday, 19 May 2022 at 18:11 UTC to Sunday, 22 May 2022 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:
[5] https://www.bloomberg.com/tosv2.html?vid=&uuid=14755c98-d89c-11ec-b738-4a664d555770&url=L25ld3MvZmVhdHVyZXMvMjAyMi0wNS0xOS9jcnlwdG8tcGxhdGZvcm0taGFjay1yb2Nrcy1ibG9ja2NoYWluLWNvbW11bml0eT91dG1fbWVkaXVtPXNvY2lhbCZ1dG1fY29udGVudD1jcnlwdG8mdXRtX3NvdXJjZT10d2l0dGVyJnV0bV9jYW1wYWlnbj1zb2NpYWxmbG93LW9yZ2FuaWM=
[4] https://www.twitch.tv/ahp_nils
[3] https://glweb.eu/blog/digital-transformation/201-what-is-deep-learning
[3] https://blog.malwarebytes.com/malwarebytes-news/2022/05/how-iphones-can-run-malware-even-when-theyre-off/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.seedr.cc/
[3] https://tax.thomsonreuters.co.uk/blog/cloud-considerations/?cid=de1c40da-d632-4da7-b792-ac375e40d36d&chl=soc
[2] https://www.outsystems.com/events/tech-talks/trending/modernize-legacy-apps/?utm_source=twitter&utm_medium=social&utm_campaign=employee_advocacy&utm_term=standard&utm_content=everyonesocial&sharer_userID=4dc44d83-665e-4b0b-b6d1-a38e5b9a29a5&es_id=18f0704d12
[2] https://www.gogravity.com/resources/case-studies/indevco-real-estate?utm_campaign=Case
[2] Study
[2] |

Top URLs in Tweet in G1:
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=14755c98-d89c-11ec-b738-4a664d555770&url=L25ld3MvZmVhdHVyZXMvMjAyMi0wNS0xOS9jcnlwdG8tcGxhdGZvcm0taGFjay1yb2Nrcy1ibG9ja2NoYWluLWNvbW11bml0eT91dG1fbWVkaXVtPXNvY2lhbCZ1dG1fY29udGVudD1jcnlwdG8mdXRtX3NvdXJjZT10d2l0dGVyJnV0bV9jYW1wYWlnbj1zb2NpYWxmbG93LW9yZ2FuaWM=
[3] https://glweb.eu/blog/digital-transformation/201-what-is-deep-learning
[2] https://bigthink.com/the-present/ai-maai/
[2] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlL1k0emVXSz8=&uuid=242af982-d6f4-11ec-a808-7955566c4555&vid=
[1] https://events.outsystems.com/event/dd6dd598-189b-499c-a94f-f169aab9b4f9/summary?sharer_userID=5ad57b5e-6095-4950-ae45-98cca49cc52c&utm_term=standard&utm_content=everyonesocial&utm_medium=social&utm_source=twitter&utm_campaign=employee_advocacy&es_id=89fb797721
[1] https://siliconangle.com/2019/05/26/no-cloud-required-ais-future-edge/
[1] https://www.scientificamerican.com/article/we-shouldn-rsquo-t-try-to-make-conscious-software-mdash-until-we-should/
[1] https://engage.bah.com/Article/Redirect/30ed1f0b-a1d5-492d-92c3-6a44d8e0cd5b?uc=30185&g=d90869c2-d578-4df5-b689-6a8b5e6dca80&f=65145
[1] https://www.forbes.com/sites/forbestechcouncil/2022/05/17/the-challenges-and-opportunities-with-the-metaverse/
[1] https://medium.com/microsoftazure/9-advanced-tips-for-production-machine-learning-6bbdebf49a6f

Top URLs in Tweet in G2:
[2] https://www.digitalocean.com?refcode=bf8c6c275057&utm_campaign=Referral_Invite&utm_medium=Referral_Program&utm_source=CopyPaste
[2] https://azure.microsoft.com/en-us/blog/enhance-your-data-visualizations-with-azure-managed-grafana-now-in-preview/?utm_source=dlvr.it&utm_medium=twitter
[1] https://cast.ai/blog/tech-companies-can-endure-recession-if-they-fix-this-one-neglected-cost-item/
[1] https://blog.vision33.com/the-connected-enterprise/a-vehicle-for-efficiency-flentek-solution-shares-their-shift-to-cloud-erp?utm_campaign=V33%20%7C%20Podcast%20%2F%202022&utm_content=208008995&utm_medium=social&utm_source=twitter&hss_channel=tw-122144223
[1] https://www.techrepublic.com/article/kubernetes-vs-docker/
[1] https://cbreemail.com/rv/ff018e348fa57ed1dbac5c5c894b95ac4814479f
[1] https://www.meetup.com/nigeria-microsoft-azure-meetup-group/events/284956990/
[1] https://dy.si/bSka9
[1] https://www.clickasnap.com/i/zh96t2zasr2jkcxn
[1] https://blog.vision33.com/the-connected-enterprise/a-vehicle-for-efficiency-flentek-solution-shares-their-shift-to-cloud-erp?utm_campaign=V33%20%7C%20Podcast%20%2F%202022&utm_content=208008981&utm_medium=social&utm_source=twitter&hss_channel=tw-1027800564078272513

Top URLs in Tweet in G3:
[2] https://www.youtube.com/watch?v=V8ChsYAyxTc&feature=youtu.be

[1] https://www.digitaljournal.com/pr/how-investors-with-low-risk-tolerance-can-overcome-their-fear-of-nfts#ixzz7TQfCXWtt
[1] https://www.stamfordadvocate.com/business/article/Here-s-a-Beginner-s-Guide-to-Crypto-NFTs-and-17174156.php
[1] https://www.ibtimes.com/robinhood-launch-nft-compatible-crypto-wallet-zero-fees-defi-users-3511509

Top URLs in Tweet in G4:
[3] https://blog.malwarebytes.com/malwarebytes-news/2022/05/how-iphones-can-run-malware-even-when-theyre-off/?utm_source=dlvr.it&utm_medium=twitter
[1] https://community.microfocus.com/welcome_to_the_community/technical-insights-series/w/technical-insights-series-apj/41733/how-to-secure-large-files-in-any-storage-cloud-onprem---store-transfer-share-june-8?utm_source=socialmedia&utm_medium=social&utm_campaign=7014J000000dXXVQA2
[1] https://community.microfocus.com/cyberres/b/sws-22/posts/reimagining-cyber-podcast-solving-the-cloud-security-puzzle-with-jim-reavis?utm_source=socialmedia&utm_medium=social&utm_campaign=7014J000000dXXVQA2&Campaign_Medium=twitter&User_Id=dd209141-2399-4fa4-9e65-34aa14ba6e8a&Campaign_Name=everyonesocial&es_id=8e012ec8a6
[1] https://www2.deloitte.com/us/en/blog/deloitte-on-cloud-blog/2022/transitioning-to-a-product-centric-organization.html?id=us:2sm:3tw:4oncloud::6cons:20220520180000:blog:6968204950:5&utm_source=tw&utm_campaign=oncloud&utm_content=cons&utm_medium=social&linkId=165032203
[1] https://www.helpnetsecurity.com/2022/05/19/store-passwords-in-shared-documents/
[1] https://www.scientificamerican.com/article/we-shouldn-rsquo-t-try-to-make-conscious-software-mdash-until-we-should/
[1] https://www.tes.com/magazine/video-podcasts/teaching/ai-set-change-way-you-teach
[1] https://dzone.com/articles/3-best-practices-to-make-cloud-migration-easier

Top URLs in Tweet in G5:
[2] https://aster.cloud/2022/05/13/orchestrate-looker-data-transformations-with-cloud-composer/
[2] https://aster.cloud/2022/04/27/kubernetes-is-here-to-stay-heres-why/
[1] https://aster.cloud/2022/04/29/follow-the-pink-pony-a-story-of-csrf-managed-services-and-unicorns/
[1] https://aster.cloud/2022/05/03/importance-of-baremetal-for-kubernetes-framework/
[1] https://www.opensource-experience.com/2022/05/13/6-track-leaders-rejoignent-le-comite-de-programme-2022/?utm_source=twitter___&utm_medium=social&utm_term=&utm_content=&utm_campaign=7b08e3cc-ba1a-4341-81aa-b31f27b9f0a1_
[1] https://www.opensource-experience.com/programme/call-for-paper/?utm_source=twitter&utm_medium=social&utm_campaign=twitter
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=14755c98-d89c-11ec-b738-4a664d555770&url=L25ld3MvZmVhdHVyZXMvMjAyMi0wNS0xOS9jcnlwdG8tcGxhdGZvcm0taGFjay1yb2Nrcy1ibG9ja2NoYWluLWNvbW11bml0eT91dG1fbWVkaXVtPXNvY2lhbCZ1dG1fY29udGVudD1jcnlwdG8mdXRtX3NvdXJjZT10d2l0dGVyJnV0bV9jYW1wYWlnbj1zb2NpYWxmbG93LW9yZ2FuaWM=
[1] https://aster.cloud/2022/05/10/announcing-new-simple-query-options-in-cloud-logging/
[1] https://aster.cloud/2022/05/18/cloud-native-maturity-model-2-0/
[1] https://r.socialstudio.radian6.com/2d1fbb0a-2c98-4174-b018-5e2b2fc40180

Top URLs in Tweet in G6:
[1] https://cdw.voicestorm.com/Article/Redirect/02923baf-bbaa-4127-af70-de814816873e?uc=19293&g=d3ad3adc-c8be-489e-af09-efdfe05ff7d1&f=790280
[1] https://cdw.voicestorm.com/Article/Redirect/37356bc7-a54d-4c7d-b964-6e36dbc5763f?uc=19293&g=7da895fe-d51c-4362-95d1-0b9dcc263da9&f=790289
[1] https://cdw.voicestorm.com/Article/Redirect/c21385d4-88ce-41eb-a61e-a3609024d6bc?uc=19293&g=371d74e2-6fa2-4685-b1be-99c31e7b4031&f=790318
[1] https://cdw.voicestorm.com/Article/Redirect/acc1cbac-7888-4e24-9ceb-4a0e9153fee7?uc=27924&g=78a9ed8a-4df1-4ab7-8483-eac6bc24316b&f=790234
[1] https://slashdot.org/story/22/05/19/1746228
[1] https://petri.com/microsoft-revises-restrictive-cloud-licensing-policies/
[1] https://news.microsoft.com/2022/05/18/american-airlines-and-microsoft-partnership-takes-flight-to-create-a-smoother-travel-experience-for-customers-and-better-technology-tools-for-team-members/

Top URLs in Tweet in G7:
[1] https://www.salesforce.com/form/industries/communications/rewiring-telecoms-for-future-success/?d=7013y000002EID2AAO&nc=7013y000002EICxAAO&utm_source=zeno&utm_medium=review_sites&utm_campaign=us_icommaw&utm_content=awareness-hbr-rewiring-telecoms-for-future-success_7013y000002EID2AAO&utm_term=&ban=us_zeno
[1] https://futurumresearch.com/research-notes/oracle-fusion-clouds-customer-data-integration-provides-unified-view-to-service-agents/?utm_source=rss&utm_medium=rss&utm_campaign=oracle-fusion-clouds-customer-data-integration-provides-unified-view-to-service-agents
[1] https://dy.si/yXnVeW2
[1] https://dy.si/ydFCj72
[1] https://dy.si/DuSpZU2
[1] https://dy.si/bYjPo
[1] https://dy.si/biAn9D
[1] https://dy.si/13UmxC
[1] https://dy.si/ZPS5c
[1] https://dy.si/hhsDCG2

Top Domains
Top Domains in Tweet in Entire Graph:
[221] ampmplumbingopen.com
[158] boudy-technology.tn
[102] robtiffanydigital.com
[99] dy.si
[90] twitter.com
[88] spotify.com
[80] forbes.com
[76] glweb.eu
[75] yahoo.com
[68] linkedin.com

Top Domains in Tweet in G1:
[217] ampmplumbingopen.com
[152] boudy-technology.tn
[86] spotify.com
[74] glweb.eu
[68] smoothmoversma.com
[67] forbes.com
[59] nature.com
[51] push.fm
[48] sebae.net
[48] logiciels.pro

Top Domains in Tweet in G2:
[25] clickasnap.com
[17] youtube.com
[15] instagram.com
[13] vision33.com
[12] dy.si
[10] digitalocean.com
[10] twitter.com
[10] linkedin.com
[8] xerox.com
[8] etsy.com

Top Domains in Tweet in G3:
[48] yahoo.com
[16] firstsitesolutions.com
[14] msn.com
[14] 5stocksinto.com
[9] youtube.com
[7] digitaljournal.com
[6] builtin.com
[6] behance.net
[4] ibtimes.com
[4] stamfordadvocate.com

Top Domains in Tweet in G4:
[21] darkreading.com
[16] fool.com
[16] malwarebytes.com
[14] securityboulevard.com
[14] csoonline.com
[9] weforum.org
[9] toolbox.com
[8] acm.org
[8] tes.com
[6] theweeklyjournal.com

Top Domains in Tweet in G5:
[46] innovative-trends.de
[18] aster.cloud
[9] smh.re
[7] sada.com
[4] cio.com
[4] sitech.me
[4] twitter.com
[3] theverge.com
[3] facturascripts.com
[3] darkreading.com

Top Domains in Tweet in G6:
[22] voicestorm.com
[21] infosec-jobs.com
[17] found.dev
[13] opsmatters.com
[10] microsoft.com
[10] ecloudcontrol.com
[9] dev.to
[7] youtube.com
[6] futurumresearch.com
[5] darkreading.com

Top Domains in Tweet in G7:
[70] dy.si
[6] johannesdrooghaag.com
[6] infoq.com
[5] twitter.com
[3] diginomica.com
[2] cube365.net
[2] youtube.com
[2] fcw.com
[2] productsthatcount.com
[2] futurumresearch.com

Top Domains in Tweet in G8:
[102] robtiffanydigital.com
[20] 7wdata.be
[12] getrevue.co
[7] twitter.com
[6] workspot.com
[5] uriotnews.com
[4] linkedin.com
[4] azurewebsites.net
[3] teckedin.com
[3] makeuseof.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3830] cloud
[2589] ai
[1551] python
[1538] iot
[1478] machinelearning
[1104] datascience
[1048] 5g
[1046] bigdata
[759] analytics
[746] blockchain



Top Hashtags in Tweet in G1:
[2002] ai
[1296] python
[1233] machinelearning
[1009] iot
[948] cloud
[843] datascience
[836] bigdata
[752] 5g
[688] analytics
[649] blockchain

Top Hashtags in Tweet in G2:
[594] cloud
[80] sky
[35] nature
[31] tech
[30] technology
[28] security
[27] sun
[27] it
[26] data
[25] weather

Top Hashtags in Tweet in G3:
[129] nft
[112] cloud
[101] technology
[77] metaverse
[69] iot
[68] datascience
[66] fintech
[66] web3
[59] digital
[58] nftcommunity

Top Hashtags in Tweet in G4:
[169] machinelearning
[157] ai
[153] cloud
[141] cybersecurity
[133] 100daysofcode
[120] python
[112] iot
[110] datascience
[106] bigdata
[100] datasecurity

Top Hashtags in Tweet in G5:
[160] cloud
[46] opensource
[42] ai
[26] cybersecurity
[17] ehealth
[16] cx
[16] ml
[16] hacker
[15] python
[15] kubernetes

Top Hashtags in Tweet in G6:
[184] cloud
[82] azure
[60] devops
[53] cybersecurity
[52] aws
[36] security
[33] infosec
[28] python
[22] cdwsocial
[21] kubernetes

Top Hashtags in Tweet in G7:
[126] cloud
[28] ai
[12] iot
[10] edge
[6] digitaltransformation
[6] cybersecurity
[6] 5g
[6] sustainability
[6] data
[6] esg

Top Hashtags in Tweet in G8:
[195] cloud
[174] iot
[145] iiot
[143] ai
[141] automation
[138] digital
[125] iotpl
[122] digitaltransformation
[122] data
[120] 5g

Top Hashtags in Tweet in G9:
[117] ff7
[113] cloud
[73] クラウド
[39] ff7r
[31] ff7remake
[27] ffvii
[27] ffviir
[26] cloti
[26] tifa
[24] finalfantasy7remake

Top Hashtags in Tweet in G10:
[88] cloud
[62] sky
[39] nature
[39] beach
[39] colors
[39] photo
[39] photography
[24] goodmorning
[24] watercolor
[23] 雲

Top Words
Top Words in Tweet in Entire Graph:
[3830] #cloud
[2589] #ai
[1550] #python
[1540] #iot
[1478] #machinelearning
[1104] #datascience
[1048] #5g
[1046] #bigdata
[1012] more
[810] cloud

Top Words in Tweet in G1:
[2002] #ai
[1296] #python
[1233] #machinelearning
[1009] #iot
[949] #cloud
[843] #datascience
[836] #bigdata
[752] #5g
[688] #analytics
[623] #blockchain

Top Words in Tweet in G2:
[592] #cloud
[149] cloud
[80] #sky
[66] more
[46] learn
[44] data
[36] security
[35] #nature
[31] #tech
[31] read

Top Words in Tweet in G3:
[129] #nft
[120] stratorob
[112] #cloud
[101] #technology
[77] #metaverse
[74] access
[69] #iot
[68] #datascience
[66] #fintech
[66] #web3

Top Words in Tweet in G4:
[176] paula_piccard
[169] #machinelearning
[157] #ai
[153] #cloud
[146] more
[141] #cybersecurity
[139] know
[133] #100daysofcode
[120] #python
[112] #iot

Top Words in Tweet in G5:
[160] #cloud
[46] #opensource
[42] #ai
[33] 2022
[32] inno_trends
[31] cloud
[28] googlecloud
[26] #cybersecurity
[25] reach2ratan
[20] more

Top Words in Tweet in G6:
[184] #cloud
[82] #azure
[60] #devops
[53] #cybersecurity
[52] #aws
[48] cloud
[45] hiring
[36] #security
[35] azure
[33] #infosec

Top Words in Tweet in G7:
[126] #cloud
[72] run
[61] oracle
[59] see
[46] more
[44] cloud
[39] oracle's
[38] one
[38] microsoft
[36] businesses

Top Words in Tweet in G8:
[232] coffee
[195] #cloud
[180] cup
[176] #iot
[145] #iiot
[143] #ai
[141] #automation
[138] #digital
[132] chat
[130] welcome

Top Words in Tweet in G9:
[117] #ff7
[113] #cloud
[73] 続編新情報待ってますっ
[73] #クラウド
[72] ponco_pacoooon
[39] #ff7r
[31] #ff7remake
[27] #ffvii
[27] #ffviir
[26] #cloti

Top Words in Tweet in G10:
[88] #cloud
[62] #sky
[39] #nature
[39] #beach
[39] #colors
[39] #photo
[39] #photography
[36] coastpac2
[24] 8vl5izf8ak9zu2y
[24] #goodmorning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[827] #machinelearning,#ai
[754] #ai,#python
[534] know,more
[485] #datascience,#bigdata
[334] #python,#datascience
[328] #analytics,#5g
[312] #ai,#datasecurity
[312] #datasecurity,#ml
[300] #blockchain,#ai
[293] #5g,#machinelearning

Top Word Pairs in Tweet in G1:
[684] #machinelearning,#ai
[614] #ai,#python
[387] know,more
[365] #datascience,#bigdata
[323] #analytics,#5g
[304] #ai,#datasecurity
[304] #datasecurity,#ml
[290] #blockchain,#ai
[289] #5g,#machinelearning
[243] #python,#rstats

Top Word Pairs in Tweet in G2:
[34] #sky,#cloud
[24] learn,more
[17] #nature,#outdoors
[16] zero,trust
[16] trust,security
[14] #cloud,#sky
[13] read,more
[13] #cloud,#clouds
[10] sign,digitalocean
[10] digitalocean,referral

Top Word Pairs in Tweet in G3:
[55] #technology,#nftcommunity
[54] #fintech,#finserv
[54] #web3,#technology
[53] #finserv,#cloud
[49] #cloud,#innovation
[45] #innovation,#datascience
[44] #floydmayweather,#nft
[44] #nft,tickets
[44] tickets,explained
[44] explained,price

Top Word Pairs in Tweet in G4:
[136] know,more
[124] #machinelearning,#ai
[116] #ai,#python
[103] #python,#datascience
[99] #datascience,#bigdata
[76] #iot,#100daysofcode
[70] more,#datasecurity
[65] #100daysofcode,#5g
[64] #datasecurity,#privacy
[64] #cybersecurity,#hacker

Top Word Pairs in Tweet in G5:
[16] #cybersecurity,#hacker
[15] #cx,#women
[14] #cloud,#opensource
[13] #women,#ehealth
[13] #datascientist,#mwc22
[13] #mwc22,#ai
[12] #ehealth,#ces2023
[11] #hacker,#infosec
[10] #digitalhealth,#datascientist
[10] #ai,#healthtech

Top Word Pairs in Tweet in G6:
[20] #azure,#cloud
[20] latest,update
[19] #infosec,#infosecjobs
[18] #cloud,#devops
[17] #infosecjobs,#cybersecurity
[17] #cybersecurity,#security
[15] #devops,#cloud
[15] #security,#jobsearch
[14] #jobsearch,#techjobs
[14] #techjobs,#hiringnow

Top Word Pairs in Tweet in G7:
[36] more,one
[36] one,#cloud
[36] #cloud,businesses
[36] businesses,run
[36] run,workloads
[36] workloads,clouds
[36] clouds,best
[36] best,suited
[36] suited,run
[36] run,see

Top Word Pairs in Tweet in G8:
[130] welcome,#iot
[130] #iot,coffee
[130] coffee,talk
[130] chat,#digital
[130] #digital,#iiot
[129] #iiot,#automation
[119] #automation,#digitaltwins
[113] #digitaltwins,#edge
[112] #iotpl,#iotcl
[107] #edge,#iotpl

Top Word Pairs in Tweet in G9:
[73] 続編新情報待ってますっ,#ff7
[73] #ff7,#クラウド
[73] #クラウド,#cloud
[72] ponco_pacoooon,続編新情報待ってますっ
[27] #ff7remake,#ffvii
[21] #finalfantasy7remake,#finalfantasyvii
[21] #finalfantasyvii,#ff7
[21] #ff7,#ff7r
[21] #ff7r,#ff7remake
[21] #ffvii,#ffviir

Top Word Pairs in Tweet in G10:
[42] #sky,#cloud
[39] #photo,#photography
[24] #goodmorning,#sky
[24] #cloud,#watercolor
[23] d_fordesign,planet
[23] planet,earth
[23] earth,cloudy
[23] cloudy,day
[23] day,#cloud
[23] #cloud,#雲

Top Replied-To
Top Replied-To in Entire Graph:
@forbes
@sonu_monika
@shivamvishkar12
@stratorob
@sada
@skaleetofficial
@hashicorp
@huawei
@wordnuvola
@pgelsinger

Top Replied-To in G1:
@sonu_monika
@hakomtimeseries
@paula_piccard
@enilev
@mobile_morgue
@pgelsinger
@crookedintriago
@nolifeshaq
@kiiara

Top Replied-To in G3:
@stratorob
@huawei
@smartb427638583
@cryptogems555

Top Replied-To in G4:
@hashicorp

Top Replied-To in G5:
@forbes
@sada
@starlingx
@googlecloud
@splunk

Top Replied-To in G7:
@billmew
@google

Top Replied-To in G8:
@avrohomg
@kirkdborne

Top Mentioned
Top Mentioned in Entire Graph:
@paula_piccard
@stratorob
@sonu_monika
@khulood_almani
@energyengineer9
@reach2ratan
@ingliguori
@chidambara09
@diagorovenko
@ronald_vanloon

Top Mentioned in G1:
@paula_piccard
@sonu_monika
@stratorob
@khulood_almani
@energyengineer9
@ingliguori
@chidambara09
@diagorovenko
@ronald_vanloon
@betamoroney

Top Mentioned in G2:
@anand_rkrishnan
@greggcomm
@imminent_flair
@craigbrownphd
@buy1_best
@secinnovation
@clotificlove
@deepak_sidha
@dennismjohn
@adrianaguilarai

Top Mentioned in G3:
@stratorob
@cryptoladyir
@noll
@leeyonge
@steveb_graphics
@5stocksinto
@ntfaqguy
@pierrepinna
@cloudrocio
@eakboston

Top Mentioned in G4:
@paula_piccard
@reach2ratan
@khulood_almani
@toolboxforb2b
@wissen_tech
@sonu_monika
@stratorob
@archonsec
@antgrasso

Top Mentioned in G5:
@inno_trends
@googlecloud
@reach2ratan
@aster_cloud
@chidambara09
@kcdchennai
@cloudnativefdn
@mongodb
@cioonline
@starlingx

Top Mentioned in G6:
@reach2ratan
@microsoft
@ecloudcontrol
@founddev_hq
@azure
@biztechmagazine
@infosec_jobscom
@omiossec_med
@shellykramer
@forlyfec

Top Mentioned in G7:
@oracle
@oracleresearch
@drjdrooghaag
@imoyse
@furrier
@oraclecloud
@dez_blanchfield
@google
@sallyeaves
@dhinchcliffe

Top Mentioned in G8:
@robtiffany
@evankirstel
@thebloorgroup
@7wdata
@eric_kavanagh
@kred
@eli_krumova
@iotcommunity
@stratorob
@iotchannel

Top Mentioned in G9:
@ponco_pacoooon
@cloudstrife7r
@mindyleedoodles
@skydekei
@raidenwgt
@tifathemonk
@chimjhong13
@aysha_tale

Top Mentioned in G10:
@coastpac2
@8vl5izf8ak9zu2y
@ioritosa2

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@marciojmsilva
@gambiste1
@xaelbot
@codedailybot
@inabster
@cybersecurityn8
@jfsebastian146
@evankirstel

Top Tweeters in G1:
@sectest9
@chidambara09
@gambiste1
@xaelbot
@codedailybot
@cybersecurityn8
@jfsebastian146
@codernotesbot
@digestwordpress
@fabriciosx

Top Tweeters in G2:
@ladyboarder9669
@buy1_best
@securitynewsbot
@projectpeachuk
@kanadianbest
@money_personal
@alexasocial
@ananseonline
@cloud_cio_
@lopezunwired

Top Tweeters in G3:
@sudeepkhatri
@marting8177
@fintechna
@thesecretjunio1
@bot_innovation
@sharerussharing
@jane__eden
@ham_gretsky
@jblefevre60
@albertan48

Top Tweeters in G4:
@windows
@nick_barnes
@mediapython
@adeyemoadekunl2
@scalarhumanity
@jayeshmthakur
@grjenkin
@technojeder
@cyberdfir
@iottogether

Top Tweeters in G5:
@reuters
@opensource_orgs
@ucloudify
@caring_mobile
@openmarketingtv
@verge
@gameandroidnews
@gamebotindie
@gizmodo
@danielnewmanuv

Top Tweeters in G6:
@aldoceccarelli
@safetymentalst
@gdprai
@shellykramer
@gdpr25thmay18
@mistygirlph
@markj_ohnson
@vanesetim
@slashdot
@quebecretweet

Top Tweeters in G7:
@ydanasmithdutra
@xolanixnkosi
@ajblackston
@designthinkbot
@dez_blanchfield
@drjdrooghaag
@psb_dc
@google
@billmew
@imoyse

Top Tweeters in G8:
@evankirstel
@amazingchevvolt
@nicochan33
@xzpwedvhhh37i3c
@biconnections
@jamesvgingerich
@shi4tech
@ilovebooks786
@gvalan
@simonlporter

Top Tweeters in G9:
@astrostellar7
@fatoch51
@dragonyc
@talkingbackward
@superpunchygirl
@gordon_dunham
@zakksu
@cloutstrife1st
@dasmoises
@darth_sedai

Top Tweeters in G10:
@hasscho
@tres444
@theoddgirl18
@dianabechini93
@jojoawana
@kessam56
@bgenebra
@allonelive
@flai1234
@cwiklowa