The graph represents a network of 3,450 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, 20 February 2022 at 07:27 UTC.
The requested start date was Sunday, 20 February 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 2-day, 4-hour, 59-minute period from Thursday, 17 February 2022 at 20:00 UTC to Sunday, 20 February 2022 at 01:00 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
Vertices : 3450
Unique Edges : 3628
Edges With Duplicates : 13326
Total Edges : 16954
Number of Edge Types : 5
Retweet : 5456
MentionsInRetweet : 7154
Tweet : 1681
Mentions : 2604
Replies to : 59
Self-Loops : 2046
Reciprocated Vertex Pair Ratio : 0.0204281745383233
Reciprocated Edge Ratio : 0.0400384368994234
Connected Components : 581
Single-Vertex Connected Components : 343
Maximum Vertices in a Connected Component : 2421
Maximum Edges in a Connected Component : 15432
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.968313
Graph Density : 0.000524747773981957
Modularity : 0.298347
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,450 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, 20 February 2022 at 07:27 UTC.
The requested start date was Sunday, 20 February 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 2-day, 4-hour, 59-minute period from Thursday, 17 February 2022 at 20:00 UTC to Sunday, 20 February 2022 at 01:00 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 URLs in Tweet in Entire Graph:
[6] https://www.publicsectorexecutive.com/articles/government-level-up-skills-progress-digital-technology?utm_source=twitter&utm_campaign=advocacy&utm_medium=organicsocial&campid=59887&cmcid=25604243&cmpid=300226994&cid=s%3Adg%3Aall%3Aspkladv%3Aq221%3Asprinklradvocacy%3A2021%3Asn%3Aform [6] https://www.infoworld.com/article/3650768/it-spending-will-soon-shift-to-mostly-cloud.html#tk.rss_cloudcomputing [6] https://www.bleepingcomputer.com/news/security/hackers-slip-into-microsoft-teams-chats-to-distribute-malware/?utm_sq=gzh35f8qi7 [5] https://www.protocol.com/enterprise/data-privacy-intermediaries-metaverse-web3?utm_sq=gzh3nzzvjh [4] https://explore.skillbuilder.aws/lms/ [4] https://www.seedr.cc/ [4] https://thefinancialbrand.com/130853/data-ai-transforming-banking-cx/?utm_sq=gzhyb2w73d [3] https://connect.verint.com/b/customer-engagement/posts/custodia-s-new-transcription-service-offers-extensive-ai-powered-speech-analytic-capabilities?utm_source=Verint+blog&utm_id=Verint+blog+-+Erik+Joo+-+Custodia%E2%80%99s+New+Transcription+Service+Offers+Extensive,+AI-powered+Speech+Analytic+Capabilities+-+February+18,+2022+-+external+link&utm_content=Verint+blog+-+Erik+Joo+-+Custodia%E2%80%99s+New+Transcription+Service+Offers+Extensive,+AI-powered+Speech+Analytic+Capabilities+-+February+18,+2022+-+external+link [3] https://www2.deloitte.com/us/en/insights/industry/financial-services/financial-services-industry-outlooks/insurance-industry-outlook.html?hsamp_network=twitter&hsamp=b3ETx35RF%2Fgz&utm_source=twitter&utm_medium=social&utm_content=e9f23a20-a152-4521-af7d-150d57745c2a&utm_campaign=amplify [3] https://www.bbntimes.com/technology/the-real-power-of-iot-lies-not-in-its-technology-but-data Top URLs in Tweet in G1:
[6] https://www.publicsectorexecutive.com/articles/government-level-up-skills-progress-digital-technology?utm_source=twitter&utm_campaign=advocacy&utm_medium=organicsocial&campid=59887&cmcid=25604243&cmpid=300226994&cid=s%3Adg%3Aall%3Aspkladv%3Aq221%3Asprinklradvocacy%3A2021%3Asn%3Aform [6] https://www.infoworld.com/article/3650768/it-spending-will-soon-shift-to-mostly-cloud.html#tk.rss_cloudcomputing [6] https://www.bleepingcomputer.com/news/security/hackers-slip-into-microsoft-teams-chats-to-distribute-malware/?utm_sq=gzh35f8qi7 [4] https://www.protocol.com/enterprise/data-privacy-intermediaries-metaverse-web3?utm_sq=gzh3nzzvjh [4] https://thefinancialbrand.com/130853/data-ai-transforming-banking-cx/?utm_sq=gzhyb2w73d [3] https://www2.deloitte.com/us/en/insights/industry/financial-services/financial-services-industry-outlooks/insurance-industry-outlook.html?hsamp_network=twitter&hsamp=b3ETx35RF%2Fgz&utm_source=twitter&utm_medium=social&utm_content=e9f23a20-a152-4521-af7d-150d57745c2a&utm_campaign=amplify [3] https://voxeurop.eu/en/can-we-still-protect-our-data-in-the-artificial-intelligence-era/?utm_sq=gzgqxjcrpf [3] https://jobtripper.com/QA-Automation-Developer-job-137510?t [3] https://dan.com/buy-domain/emli.xyz?redirected=true&tld=xyz [2] https://www.td.org/insights/to-survive-the-future-of-work-youll-need-to-master-five-skills Top URLs in Tweet in G2:
[4] https://www.seedr.cc/ [2] https://www.masvoz.es/blog/como-facilitar-la-flexibilidad-laboral-de-los-agentes-en-los-call-center/#utm_source=Twitter&utm_medium=SM&utm_campaign=link-blog&utm_content=CCC&utm_term=17/02/22-11:00:00 [1] https://social.ora.cl/6011KK9Ql [1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DPuv1-9wOyUU%26t%3D6s&q=EgS4SO-bGKq9nJAGIhBev7dsFef5UEshehxnF-x3MgFy [1] https://www.digitaljournal.com/pr/cloud-migration-market-likely-to-touch-new-heights-by-end-of-forecast-period-2017-2025 [1] https://www.masvoz.net/blog/how-to-facilitate-the-labor-flexibility-of-agents-in-call-centers/#utm_source=Twitter&utm_medium=SM&utm_campaign=link-blog&utm_content=CCC&utm_term=18/02/22-19:00:00 [1] https://twitter.com/raveaudgilles/status/1494007870035304456 [1] https://advocacy.vmware.com/Article/Redirect/c626f8fe-1aae-4722-982f-52a8b3afb336?uc=144488&g=c2845cdb-fbc4-427b-ba31-4c0eeb7889b7&f=2839706 [1] https://advocacy.vmware.com/Article/Redirect/ad0c11dd-c3ac-417c-bf59-2bf6c6634626?uc=144488&g=1057477e-b0bf-4030-b867-cc467691fff2&f=2838637 [1] https://advocacy.vmware.com/Article/Redirect/4cf074ee-b10f-469a-8919-f8d58ce08efc?uc=144488&g=6f88592b-8313-4d78-8f77-6db64ed801d6&f=2839704 Top URLs in Tweet in G3:
[2] https://www.accenture.com/us-en/blogs/software-engineering-blog/software-engineering-blog-quality-engineering-cloud-success?c=acn_glb_maximizingcloudsprinklradvocac_12830422&n=smc_0222 [2] http://pivotcloudsolutions.com/ [2] https://www.youtube.com/watch?v=q3RC-wNlKTg [2] https://atos.net/en/industries/telecommunications [1] https://www.linkedin.com/feed/update/urn:li:share:6900167214344077312 [1] https://twitter.com/tidalmigrations/status/1494377168373272576 [1] https://www.mckinsey.com/business-functions/mckinsey-digital/our-insights/the-digital-value-guardian-ceos-and-digital-transformations?utm_campaign=PostBeyond&utm_source=Twitter&utm_medium=Social&utm_term=%23373789 [1] https://azure.microsoft.com/en-us/updates/in-development-price-sheet-download-as-a-zip-file/ [1] https://azure.microsoft.com/en-us/updates/public-preview-availability-of-cross-region-virtual-machine-restore-points/ [1] https://azure.microsoft.com/en-us/updates/automatically-delete-vm-and-its-associated-resources-simultaneously/ Top URLs in Tweet in G4:
[2] https://nakedsecurity.sophos.com/2022/02/09/self-styled-crocodile-of-wall-street-arrested-with-husband-over-bitcoin-megaheist/?utm_source=dlvr.it&utm_medium=twitter [1] https://www.cohesity.com/blogs/backup-as-a-service-vs-disaster-recovery-as-a-service/?utm_campaign=fy22-q3-02-glob-baas&utm_source=twitter&utm_medium=organic-social [1] https://www2.deloitte.com/global/en/pages/technology/articles/gartner-critical-capabilities-for-public-cloud-it-transformation-services.html?id=gx:2sm:3tw:4gartner::6cons:20220218190000:cloudcc21:5371076809:5&utm_source=tw&utm_campaign=gartner&utm_content=cons&utm_medium=social&linkId=129128157 [1] https://youtu.be/eerYgSVcwUk [1] https://dy.si/59c92 [1] https://docs.teckedin.info/docs/curated-blogs-by-category [1] https://www.reddit.com/r/Malware/comments/sob75g/cybercriminals_target_linuxbased_systems_with/?utm_source=dlvr.it&utm_medium=twitter [1] https://solutionsreview.com/talent-management/2018/09/27/preparing-yourself-for-the-future-of-workforce-management/ [1] https://www.forbes.com/sites/forbestechcouncil/2022/02/18/five-trends-to-consider-in-customer-experience-technology-in-2022/?sh=150e559c526d [1] https://www.thefastmode.com/expert-opinion/23096-the-critical-role-of-communications-infrastructure-in-a-cloud-first-world Top URLs in Tweet in G5:
[4] https://explore.skillbuilder.aws/lms/ [3] https://www.securitymagazine.com/articles/97113-security-concerns-are-biggest-barrier-to-cloud-adoption [2] https://cloud.gm/index.php [2] https://www.dbta.com/Webinars/roundtable/24feb2022/soc [2] https://www.livewxradar.com [2] https://grcoutlook.com/a-safer-virtual-reality/ [1] https://www.forbes.com/sites/forbestechcouncil/2022/02/17/12-industry-experts-share-potentially-powerful-green-technologies-and-initiatives/?sh=2f55ffb26ab9&hsamp_network=twitter&hsamp=b5QKy9Fp2tBu&utm_brand=SADA&utm_source=twitter&utm_medium=Social&utm_content=3rdPartyArticle [1] https://www.searchblox.com/products/fully-managed-enterprise-search/ [1] https://jobtripper.com/Senior-Web-Developer-job-138560?t [1] https://stefanos.cloud/kb/how-to-resolve-microsoft-365-authentication-error-id-135011/ Top URLs in Tweet in G6:
[3] https://connect.verint.com/b/customer-engagement/posts/custodia-s-new-transcription-service-offers-extensive-ai-powered-speech-analytic-capabilities?utm_source=Verint+blog&utm_id=Verint+blog+-+Erik+Joo+-+Custodia%E2%80%99s+New+Transcription+Service+Offers+Extensive,+AI-powered+Speech+Analytic+Capabilities+-+February+18,+2022+-+external+link&utm_content=Verint+blog+-+Erik+Joo+-+Custodia%E2%80%99s+New+Transcription+Service+Offers+Extensive,+AI-powered+Speech+Analytic+Capabilities+-+February+18,+2022+-+external+link [3] https://www.bbntimes.com/technology/the-real-power-of-iot-lies-not-in-its-technology-but-data [3] https://www.business.att.com/content/dam/attbusiness/insights/casestudiesandpdfs/Revolutionizing-Healthcare-With-5G.pdf?source=EBBZTw00000IFS00M&wtExtndSource=GlenGilmore [1] https://cybersecurity.att.com/resource-center/videos/att-managed-xdr?Source=ESSZsPSPR00gensEM&wtExtndSource=20220218164108_attcyber_TWITTER__N%2FA_Evergreen_N%2FA_APS+%E2%80%93+Cybersecurity_20220218_Organic_Brand_N%2FA_N%2FA_N%2FA_Awareness_No_attcyber_tw_ [1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https://www.nature.com/articles/d41586-019-03013-5%3Futm_source%3Dtwt_nnc%26utm_medium%3Dsocial%26utm_campaign%3Dnaturenews%26sf221156507%3D1 [1] https://wisdomplexus.com/blogs/data-science-use-cases-e-commerce/?utm_source=SM&utm_medium=TW&utm_content=AA [1] https://www.brighttalk.com/webcast/8913/529932?utm_source=twitter&utm_medium=twitter&utm_campaign=00164962 [1] https://www.constellationr.com/research/constellation-shortlist-hybrid-cloud-and-multicloud-nosql-databases-0?hsamp_network=TWITTER&hsamp=b2YY%2FOa7hdjf [1] https://itechnologyseries.com/internet-of-things/orca-systems-announces-worlds-first-fully-integrated-soc-solution-for-direct-to-satellite-iot-connectivity/ [1] https://www.networkworld.com/article/3649791/garter-by-2025-half-of-enterprise-it-spending-will-be-for-cloud.html?source=BLD-200123&utm_medium=social&utm_source=bambu&utm_campaign=SM_GB_YOY_GTR_SOC_BU1_SM-BA Top URLs in Tweet in G7:
[1] https://blogs.sap.com/2022/02/09/top-3-industrycloud-content-from-last-week-week-05-2022-2/?source=social-Global-TWITTER-AudienceEngagement%28old%29-Training_Enablement-unspecified-HigherEdu-spr-6347302253-account_name&campaigncode=CRM-YA22-BSC-1440506&sprinklrid=6347302253 [1] https://www.rhmatin.com/sirh/gestion-talents/sylvain-letourmy-oracle-cloud-hcm-strategie.html [1] https://social.ora.cl/6018Krj9Q [1] https://www.sap.com/documents/2021/08/4c3e3d80-f37d-0010-bca6-c68f7e60039b.html?source=social-Global-TWITTER-AudienceEngagement%28old%29-CustomerStorytelling-unspecified-IMC-CustRefVids-spr-6345343148-account_name&campaigncode=CRM-YD20-SOC-CUSTREF&sprinklrid=6345343148 [1] https://social.ora.cl/6019KV191 [1] https://dy.si/7vPnT [1] https://dy.si/1Vhg4 [1] https://dy.si/9Feao [1] https://dy.si/uhpF6 [1] https://dy.si/8ctrU Top URLs in Tweet in G8:
[1] https://twitter.com/shotsbymatta/status/1494066083787161601 [1] https://twitter.com/InstaSwap_io/status/1493513169666519041 [1] https://twitter.com/RunOnFlux/status/1494615919422808095 Top URLs in Tweet in G10:
[2] users),Global [2] https://e6c0d90gqbk8m-fwnam4s2u9cf.hop.clickbank.net/ [1] https://industrialit.com.au/global-confidential-computing-market-2022-28-by-key-players-ibmintelgooglefortanixcsiroalibabamicrosoftadvanced-micro-devices-incedgeless-systems/?utm_campaign=Feb%202022_social%20posts&utm_content=198378765&utm_medium=social&utm_source=twitter&hss_channel=tw-748418305426219009 [1] https://partners.wsj.com/aws/reinventing-with-the-cloud/closing-the-gender-pay-gap-with-cloud-technology/?utm_medium=paidclientsocial&utm_source=twitter&sc_channel=sm&sc_campaign=AWS_WSJ_Messaging_Thought_Leadership&sc_publisher=TWITTER&sc_country=Global,Global [1] (Public [1] Sector [1] Users),Global [1] (EMEA [1] (APAC [1] (LATAM Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1027] #cloud,#digital [1027] #women,#ehealth [1020] #datascientist,#cloud [1013] #cx,#women [980] #ehealth,#ces2023 [967] #digital,#mwc22 [963] #ai,#iiot [959] #mwc22,#cx [934] #ces2023,#ai [934] #iiot,#finserv Top Word Pairs in Tweet in G1:
[989] #women,#ehealth [985] #cloud,#digital [982] #datascientist,#cloud [975] #cx,#women [944] #ehealth,#ces2023 [931] #digital,#mwc22 [924] #ai,#iiot [923] #mwc22,#cx [898] #ces2023,#ai [898] #iiot,#finserv Top Word Pairs in Tweet in G2:
[42] #machinelearning,#ai [35] #ai,#python [31] know,more [25] found,#cloud [25] #cloud,#torrent [25] #torrent,awesome [25] awesome,seedrcoil [25] seedrcoil,free [25] free,give [25] give,try Top Word Pairs in Tweet in G3:
[24] learn,more [17] #sky,#cloud [16] #featured,#courses [16] #courses,#it [16] #it,#certified [16] #certified,one [16] one,lesson [16] lesson,four [16] four,#aws [16] #aws,certificates Top Word Pairs in Tweet in G4:
[82] know,more [54] #datasecurity,#privacy [49] #cybersecurity,#digital [48] #machinelearning,#ai [46] #ai,#python [42] more,#datasecurity [39] #digital,#hackers [26] #hackers,#infosec [21] #ai,#cloud [20] #infosec,reach2ratan Top Word Pairs in Tweet in G5:
[123] #ai,#cloud [65] playing,african [65] african,affairs [65] affairs,radio [45] #saas,#cloud [45] #cloud,#logiciel [39] africanaffairs,playing [33] #cloud,#aws [33] #aws,#azure [32] #cloudcomputing,#cloud Top Word Pairs in Tweet in G6:
[109] #edge,#cloud [107] welcome,#iot [107] #iot,coffee [107] coffee,talk [107] chat,#digital [107] #digital,#iiot [107] #iiot,#automation [105] #automation,#digitaltwins [99] #digitaltwins,#edge [93] #ai,#data Top Word Pairs in Tweet in G7:
[9] découvrez,comment [9] comment,redbullracing [9] redbullracing,utiliser [9] utiliser,façon [9] façon,accrue [9] accrue,notre [9] notre,#cloud [9] #cloud,#machinelearning [9] #machinelearning,l'#ia [9] l'#ia,optimiser Top Word Pairs in Tweet in G8:
[55] flux,runonflux [40] amazing,news [40] news,flux [40] runonflux,seeedstudio [40] seeedstudio,teaming [40] teaming,incredible [40] incredible,partnership [40] partnership,both [40] both,#blockchain [39] lizaflux,amazing Top Word Pairs in Tweet in G9:
[24] happy,#finalfantasy [24] #finalfantasy,friday [24] friday,#tifa [24] #tifa,#tifalockhart [24] #tifalockhart,#cloud [24] #cloud,#cloudstrife [24] #cloudstrife,#ff7r [24] #ff7r,#cosplay [23] #cloud,#tifa [23] sayorichu,happy Top Word Pairs in Tweet in G10:
[3] fortanix,continues [3] continues,raise [3] raise,bar [3] bar,demonstrate [3] demonstrate,commitment [3] commitment,#confidentialcomputing [3] #confidentialcomputing,landscape [3] landscape,sitting [3] sitting,right [3] local,zones Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: