The graph represents a network of 3,440 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, 04 September 2022 at 06:25 UTC.
The requested start date was Sunday, 04 September 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, 6-hour, 30-minute period from Thursday, 01 September 2022 at 17:30 UTC to Sunday, 04 September 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
Vertices : 3440
Unique Edges : 2552
Edges With Duplicates : 11898
Total Edges : 14450
Number of Edge Types : 5
Tweet : 2461
Retweet : 4736
MentionsInRetweet : 5690
Mentions : 1494
Replies to : 69
Self-Loops : 2673
Reciprocated Vertex Pair Ratio : 0.0193534198372553
Reciprocated Edge Ratio : 0.0379719525350593
Connected Components : 864
Single-Vertex Connected Components : 536
Maximum Vertices in a Connected Component : 1685
Maximum Edges in a Connected Component : 11415
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.960609
Graph Density : 0.000391795208179771
Modularity : 0.304336
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,440 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, 04 September 2022 at 06:25 UTC.
The requested start date was Sunday, 04 September 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, 6-hour, 30-minute period from Thursday, 01 September 2022 at 17:30 UTC to Sunday, 04 September 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 URLs in Tweet in Entire Graph:
[7] https://www.amazon.com/World-Without-Work-Technology-Automation/dp/B07VKD6R5Z?crid=1YPPT483XB2LS&keywords=Automation&qid=1649733549&s=audible&sprefix=automation,audible,114&sr=1-14&linkCode=sl1&tag=futureworld000-20&linkId=2a8eaeb0c6e1bf41131bcf16b6dbdd31&language=en_US&ref_=as_li_ss_tl [5] https://www.ft.com/content/1115a034-3fa0-4814-9a87-42bb56128352?accessToken=zwAAAYLlNUmekc8RFaA0P6BIFNOah0K7VhKDUg.MEUCIEQDsxjbG_Wblg4fjU3eGujB7hoQgJTA4R8JHL8yvhmgAiEAjPDqdjrGtxig3a9HdNnpKgWQlbsy7i-rgksu0AYqJqw&sharetype=gift&token=73824b87-2850-4503-8d82-b461d07427a0 [3] https://www.amazon.com/Artificial-Intelligence-Beginners-Techniques-Algorithms/dp/B07PVQLC8J?crid=LHD0CDBGLM9L&keywords=Deep+Learning+(AI)&qid=1649734038&s=audible&sprefix=deep+learning+ai+,audible,600&sr=1-6&linkCode=sl1&tag=futureworld000-20&linkId=58cb475874ad5f892c5895702d9bff9a&language=en_US&ref_=as_li_ss_tl [3] https://www.outlookindia.com/business/web-3-0-metaverse-signal-the-dawn-of-a-new-crypto-economy-online-era-for-people-report-news-220345 [2] https://app.work4labs.com/w4d/job-redirect/104754482958898/164483889?data=slashref___job_distributor_id%2F92785%2Fuid%2F6571834726175836%2Flanguage%2Fen%2Fnetwork%2Ftwitter%2Fpost_id%2F37069f1989a95a27ca074dbb75d443af3d4a09d8&no_card=1&ref=distributor_share [2] https://blogs.sap.com/2022/07/29/how-to-handle-alternative-fiscal-year-variants-in-sap-s-4hana-cloud/?source=social-Global-TrainingEnablement-CloudERP-Finance-S4HANA-spr-7474719269-TWITTER&campaigncode=CRM-YA22-BSC-1440506&sprinklrid=7474719269-6311b65bfb6a8c11190b89b1-62f62d01c0b02715e9bfaf4b-ADVOCACY_205_63110f408aa86a6269ce38ef [2] https://discord.gg/QUTvjv42JM [2] https://blogs.oracle.com/oracle-brasil/post/marabraz-reduz-custos-em-70-com-oracle-cloud?source=:so:ch:or:awr::::CR0257&SC=:so:ch:or:awr::::CR0257&pcode= [2] https://www.fpainc.com/blog/hidden-costs-moving-ria-to-cloud?utm_sq=g27fa3a7ql [2] https://www.etsy.com/listing/1128846994/sunset-painting-canvas-colorful-cloud Top URLs in Tweet in G1:
[2] https://youtu.be/k2WgXIYjruk [2] https://www.etsy.com/listing/1128846994/sunset-painting-canvas-colorful-cloud [2] https://www.fpainc.com/blog/hidden-costs-moving-ria-to-cloud?utm_sq=g27fa3a7ql [1] https://www.gamesindustry.biz/xbox-tv-key-to-taking-cloud-gaming-mainstream [1] https://www.reuters.com/technology/amazon-google-slam-microsofts-cloud-computing-changes-2022-08-30/ [1] https://www.velosio.com/blog/why-digital-transformation-projects-fail/?utm_source=social&utm_medium=twitter [1] https://punsandoneliners.com/randomness/cloud-jokes/ [1] https://weworkremotely.com/remote-jobs/aldrin-lead-back-end-developer-node-js-web3-remote [1] https://www.encompass-inc.com/why-modern-manufacturers-implement-a-cloud-erp-solution/?utm_content=218490221&utm_medium=social&utm_source=twitter&hss_channel=tw-21783103 [1] https://www.jadeglobal.com/blog/how-oracle-project-portfolio-management-cloud-services-can-help-life-sciences-industries?utm_campaign=Oracle-Social-2022&utm_content=219920462&utm_medium=social&utm_source=twitter&hss_channel=tw-114157837 Top URLs in Tweet in G2:
[6] https://www.amazon.com/World-Without-Work-Technology-Automation/dp/B07VKD6R5Z?crid=1YPPT483XB2LS&keywords=Automation&qid=1649733549&s=audible&sprefix=automation,audible,114&sr=1-14&linkCode=sl1&tag=futureworld000-20&linkId=2a8eaeb0c6e1bf41131bcf16b6dbdd31&language=en_US&ref_=as_li_ss_tl [2] https://www.amazon.com/Artificial-Intelligence-Beginners-Techniques-Algorithms/dp/B07PVQLC8J?crid=LHD0CDBGLM9L&keywords=Deep+Learning+(AI)&qid=1649734038&s=audible&sprefix=deep+learning+ai+,audible,600&sr=1-6&linkCode=sl1&tag=futureworld000-20&linkId=58cb475874ad5f892c5895702d9bff9a&language=en_US&ref_=as_li_ss_tl [2] https://www.ft.com/content/1115a034-3fa0-4814-9a87-42bb56128352?accessToken=zwAAAYLlNUmekc8RFaA0P6BIFNOah0K7VhKDUg.MEUCIEQDsxjbG_Wblg4fjU3eGujB7hoQgJTA4R8JHL8yvhmgAiEAjPDqdjrGtxig3a9HdNnpKgWQlbsy7i-rgksu0AYqJqw&sharetype=gift&token=73824b87-2850-4503-8d82-b461d07427a0 [2] https://online.datasciencedojo.com/blogs/hands-on-deep-learning/ [1] https://www.amazon.com/Enter-Metaverse-Play-Earn-Entertainment-ebook/dp/B09V6Z3VBX?crid=29VTHIOTBHC6X&keywords=Virtual+Worlds&qid=1649731525&sprefix=virtual+worlds,aps,216&sr=8-4&linkCode=sl1&tag=futureworld000-20&linkId=3dd62193031d1fdd82966f6563b0c551&language=en_US&ref_=as_li_ss_tl [1] https://www.amazon.com/dp/B08Z3DYBMC?pd_rd_i=B08Z3DYBMC&pd_rd_w=Ohdn8&pf_rd_p=7672bfb7-93b0-4322-b745-2104db09c4df&pd_rd_wg=aO75b&pf_rd_r=4861746F8RH99A6ZTG2T&pd_rd_r=046f48b0-4c73-4693-8803-044938071d6e&linkCode=sl1&tag=futureworld000-20&linkId=55498f9aa4ed91bf15f5bd8f1396ad9b&language=en_US&ref_=as_li_ss_tl [1] https://twitter.com/galaxykiiara/status/1445113424401342465 [1] https://medium.com/data-driven-fiction/ai-paint-the-picture-how-ai-can-revolutionize-art-c52d0e45701c Top URLs in Tweet in G3:
[3] https://www.ft.com/content/1115a034-3fa0-4814-9a87-42bb56128352?accessToken=zwAAAYLlNUmekc8RFaA0P6BIFNOah0K7VhKDUg.MEUCIEQDsxjbG_Wblg4fjU3eGujB7hoQgJTA4R8JHL8yvhmgAiEAjPDqdjrGtxig3a9HdNnpKgWQlbsy7i-rgksu0AYqJqw&sharetype=gift&token=73824b87-2850-4503-8d82-b461d07427a0 [2] https://www.iotforall.com/how-to-avoid-iot-silos-in-cities [1] https://www.amazon.com/Artificial-Intelligence-Beginners-Techniques-Algorithms/dp/B07PVQLC8J?crid=LHD0CDBGLM9L&keywords=Deep+Learning+(AI)&qid=1649734038&s=audible&sprefix=deep+learning+ai+,audible,600&sr=1-6&linkCode=sl1&tag=futureworld000-20&linkId=58cb475874ad5f892c5895702d9bff9a&language=en_US&ref_=as_li_ss_tl [1] https://livesocial.seismic.com/tUa9R4 [1] https://www.youtube.com/watch?v=Fsw6_vPaKog&feature=youtu.be [1] https://www.npr.org/sections/health-shots/2022/08/31/1120192583/life-expectancy-in-the-u-s-continues-to-drop-driven-by-covid-19 [1] https://www.informationweek.com/strategic-cio/why-hard-times-seem-to-spur-technology-innovation Top URLs in Tweet in G7:
[1] https://es.newsroom.ibm.com/announcements?item=122742&utm_medium=OSocial&utm_source=Twitter&utm_content=WVMWW&utm_id=VMWare&social_post=7517516531&linkId=179434991 [1] https://www.channelfutures.com/new-changing-channel-programs/new-vmware-channel-head-were-looking-at-things-differently?utm_source=twitter&utm_medium=social&utm_campaign=dlvr.it-cee [1] https://www.informatiquenews.fr/30-ans-netapp-cesar-cernuda-invite-la-technologie-devrait-un-catalyseur-pour-une-meilleure-vie-pour-tous-89139 Top URLs in Tweet in G8:
[2] https://discord.gg/QUTvjv42JM [1] https://www.youtube.com/watch?app=desktop&v=w7d5hX1XkEE Top URLs in Tweet in G9:
[1] https://www.africanaffairsradio.com/public/live Top Domains
Top Word Pairs in Tweet in Entire Graph:
[830] #devops,#cloud [808] #cloud,#ai [714] #ai,#hiring [690] #hiring,#webdev [493] #datascience,#bigdata [454] opening,remote [452] engineer,remote [450] #ai,#python [423] devops,engineer [410] remote,tech Top Word Pairs in Tweet in G1:
[54] #saas,#cloud [54] #cloud,#logiciel [39] #sky,#cloud [23] over,60 [23] learn,more [22] sign,digitalocean [22] digitalocean,referral [22] referral,link [22] link,refer [22] refer,gets Top Word Pairs in Tweet in G2:
[462] #datascience,#bigdata [430] #ai,#python [327] #machinelearning,#ai [290] #python,#datascience [198] #bigdata,#analytics [187] #bigdata,#devcommunity [187] #devcommunity,#technology [186] #technology,#programming [182] #ai,#ml [142] #innovation,#analytics Top Word Pairs in Tweet in G3:
[266] #finserv,#cloud [265] #ehealth,#finserv [251] #web3,#cx [250] #healthtech,#datascientist [250] #datascientist,#csuite [250] #csuite,#digitalhealth [250] #digitalhealth,#web3 [250] #cx,#ehealth [248] #cloud,#insurtech [143] #iot,#iiot Top Word Pairs in Tweet in G4:
[59] #tifa,#cloud [59] think,gonna [59] gonna,make [59] make,series [59] series,ended [59] ended,looking [59] looking,good [59] good,together [59] together,side [59] side,side Top Word Pairs in Tweet in G5:
[26] #ai,#ml [25] #cybersecurity,#cloud [24] #cloud,#ai [23] _,#healthcare [23] #healthcare,#cybersecurity [23] #ml,#iiot [23] #iiot,#telco [23] #telco,#csp [23] #csp,#voice [23] #voice,#video Top Word Pairs in Tweet in G6:
[665] #devops,#cloud [650] #cloud,#ai [636] #ai,#hiring [633] #hiring,#webdev [390] opening,remote [362] engineer,remote [328] devops,engineer [325] remote,tech [325] tech,jobs [325] jobs,5000 Top Word Pairs in Tweet in G7:
[14] devops,engineer [14] engineer,remote [14] remote,tech [14] tech,jobs [14] jobs,5000 [14] 5000,high [14] high,paying [14] paying,remote [14] remote,positions [13] positions,apply Top Word Pairs in Tweet in G8:
[59] #devops,#cloud [44] #cloud,#ai [33] #ai,#hiring [32] techjobalert,fulltime [31] 2022,#devops [26] techjobalert,opening [26] opening,remote [22] #hiring,#webdev [17] united,states [17] states,september Top Word Pairs in Tweet in G9:
[52] playing,african [52] african,affairs [52] affairs,radio [38] #azure,#gcp [34] #cloudcomputing,#cloud [34] #cloud,#aws [34] #aws,#azure [34] #gcp,#python [34] #python,#coding [31] tune,#cloudcomputing Top Word Pairs in Tweet in G10:
[5] ptc,onshape [4] attention,#smes [4] #smes,create [4] create,#boms [4] #boms,#catalogs [4] #catalogs,directly [4] directly,form [4] form,ptc [4] onshape,#assemblies [4] #assemblies,#part Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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