The graph represents a network of 4,738 Twitter users whose tweets in the requested range contained "(Artificial Intelligence) OR #AI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 07 July 2022 at 04:38 UTC.
The requested start date was Thursday, 07 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, 1-hour, 15-minute period from Monday, 04 July 2022 at 22:45 UTC to Thursday, 07 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
Vertices : 4738
Unique Edges : 3928
Edges With Duplicates : 15251
Total Edges : 19179
Number of Edge Types : 5
Retweet : 5871
MentionsInRetweet : 7862
Tweet : 2116
Mentions : 3156
Replies to : 174
Self-Loops : 2270
Reciprocated Vertex Pair Ratio : 0.0211742059672762
Reciprocated Edge Ratio : 0.0414703110273327
Connected Components : 692
Single-Vertex Connected Components : 288
Maximum Vertices in a Connected Component : 2960
Maximum Edges in a Connected Component : 16512
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.733642
Graph Density : 0.000330913879250786
Modularity : 0.339964
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,738 Twitter users whose tweets in the requested range contained "(Artificial Intelligence) OR #AI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 07 July 2022 at 04:38 UTC.
The requested start date was Thursday, 07 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, 1-hour, 15-minute period from Monday, 04 July 2022 at 22:45 UTC to Thursday, 07 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 : (Artificial Intelligence) OR #AI
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:
[9] https://hackuniversity.io/image/188933816312 [8] https://github.com/aibooks14/statistics_Books [7] https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1492032646?keywords=machine+learning&qid=1656981846&sprefix=machine+learning,aps,423&sr=8-2&linkCode=sl1&tag=shehan0c-20&linkId=014e5f1888e4e2b18649a0a8b7dcca40&language=en_US&ref_=as_li_ss_tl [6] https://www.amazon.com/Algorithms-4th-Robert-Sedgewick/dp/032157351X?crid=FDOHSV2WM8SV&keywords=algorithms&qid=1656949656&sprefix=algor,aps,742&sr=8-3&selectObb=rent&linkCode=sl1&tag=shehan0c-20&linkId=408622f791e4b0197676d19adfe6b4b2&language=en_US&ref_=as_li_ss_tl [6] https://www.amazon.com/MACHINE-LEARNING-Mathematics-Artificial-Intelligence-ebook/dp/B09M7SNDRG?crid=35WVX1FUSK5R6&keywords=machine+learning+5+book&qid=1656949244&sprefix=machine+learning+5+book,aps,474&sr=8-1&linkCode=sl1&tag=shehan0c-20&linkId=d8b103989685764d9c587876273a08a7&language=en_US&ref_=as_li_ss_tl [6] https://www.jobpreference.com/ [6] https://www.youtube.com/watch?v=CrSvWajC6oE&feature=youtu.be [6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41551-022-00898-y [5] https://news.google.com/articles/CBMiTGh0dHBzOi8vd3d3LnptZXNjaWVuY2UuY29tL2Z1dHVyZS9hcmUtd2UtYnJlZWRpbmctYS1nZW5lcmF0aW9uLW9mLXJhY2lzdC1haS_SAVBodHRwczovL3d3dy56bWVzY2llbmNlLmNvbS9mdXR1cmUvYXJlLXdlLWJyZWVkaW5nLWEtZ2VuZXJhdGlvbi1vZi1yYWNpc3QtYWkvYW1wLw?hl=en-SG&gl=SG&ceid=SG%3Aen [5] https://www.amazon.com/Data-Science-Beginners-Programming-Learning-ebook/dp/B0842X2C28?crid=1G1K53TFFZRIP&keywords=python&qid=1657048923&sprefix=py,aps,914&sr=8-29&linkCode=sl1&tag=shehan0c-20&linkId=fd131207612f6e5620a86faf4fa20f9f&language=en_US&ref_=as_li_ss_tl Top URLs in Tweet in G1:
[3] https://www.jobpreference.com/ [3] http://csc.ucdavis.edu/~chaos/courses/clab/LearningPython2009.pdf [2] https://pages.qlik.com/UKI_QWTLondon_Registration.html?utm_campaign=7013z000001oWSWAA2&utm_content=ext-spkr&utm_medium=social&utm_source=Twitter&utm_mpt_id=CFCLVD [2] https://www.amazon.com/Algorithms-4th-Robert-Sedgewick/dp/032157351X?crid=FDOHSV2WM8SV&keywords=algorithms&qid=1656949656&sprefix=algor,aps,742&sr=8-3&selectObb=rent&linkCode=sl1&tag=shehan0c-20&linkId=408622f791e4b0197676d19adfe6b4b2&language=en_US&ref_=as_li_ss_tl [2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279005 [2] https://www.weforum.org/agenda/2022/07/how-to-build-the-next-generation-of-artificial-intelligence-talent/ [2] https://srdas.github.io/Papers/DSA_Book.pdf [2] https://asolanki.co.in/wp-content/uploads/2019/04/Data-Science-Concepts-and-Practice-2nd-Edition-3.pdf [2] https://www.unite.ai/new-study-warns-of-gender-and-racial-biases-in-robots/ [2] https://venturebeat.com/2022/01/18/report-how-ai-and-ml-optimize-diagnosis-process-in-health-care/ Top URLs in Tweet in G2:
[9] https://hackuniversity.io/image/188933816312 [8] https://github.com/aibooks14/statistics_Books [6] https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1492032646?keywords=machine+learning&qid=1656981846&sprefix=machine+learning,aps,423&sr=8-2&linkCode=sl1&tag=shehan0c-20&linkId=014e5f1888e4e2b18649a0a8b7dcca40&language=en_US&ref_=as_li_ss_tl [5] https://www.amazon.com/MACHINE-LEARNING-Mathematics-Artificial-Intelligence-ebook/dp/B09M7SNDRG?crid=35WVX1FUSK5R6&keywords=machine+learning+5+book&qid=1656949244&sprefix=machine+learning+5+book,aps,474&sr=8-1&linkCode=sl1&tag=shehan0c-20&linkId=d8b103989685764d9c587876273a08a7&language=en_US&ref_=as_li_ss_tl [5] https://www.amazon.com/Fluent-Python-Concise-Effective-Programming/dp/1492056359?crid=H3J5ZD5G9PPU&keywords=python&qid=1656980035&sprefix=pytho,aps,897&sr=8-11&linkCode=sl1&tag=shehan0c-20&linkId=88eb4078464cd28ec5c2987a5e8f9046&language=en_US&ref_=as_li_ss_tl [4] https://www.amazon.com/Algorithms-4th-Robert-Sedgewick/dp/032157351X?crid=FDOHSV2WM8SV&keywords=algorithms&qid=1656949656&sprefix=algor,aps,742&sr=8-3&selectObb=rent&linkCode=sl1&tag=shehan0c-20&linkId=408622f791e4b0197676d19adfe6b4b2&language=en_US&ref_=as_li_ss_tl [4] https://www.amazon.com/Data-Science-Beginners-Programming-Learning-ebook/dp/B0842X2C28?crid=1G1K53TFFZRIP&keywords=python&qid=1657048923&sprefix=py,aps,914&sr=8-29&linkCode=sl1&tag=shehan0c-20&linkId=fd131207612f6e5620a86faf4fa20f9f&language=en_US&ref_=as_li_ss_tl [4] https://hackuniversity.io/image/18893381 [4] https://github.com/aibooks14/DS [4] https://github.com/aibooks14/Think-DS Top URLs in Tweet in G3:
[2] https://graphicriver.net/item/construction-powerpoint-presentation-template/22390758?ref=spriteit&irgwc=1&clickid=&iradid=275988&irpid=1406468&iradtype=ONLINE_TRACKING_LINK&irmptype=&mp_value1=&utm_campaign=af_impact_radius_1406468&utm_medium=affiliate&utm_source=impact_radius [2] https://graphicriver.net/item/project-proposal-powerpoint-presentation-template/35104070?ref=spriteit&irgwc=1&clickid=&iradid=275988&irpid=1406468&iradtype=ONLINE_TRACKING_LINK&irmptype=&mp_value1=&utm_campaign=af_impact_radius_1406468&utm_medium=affiliate&utm_source=impact_radius [2] https://thisartworkdoesnotexist.com/ [2] https://bit.ly/3yeAc9F [1] https://www.amazon.com/StatQuest-Illustrated-Guide-Machine-Learning/dp/B09ZCKR4H6?crid=3R3RJKL7VL84K&keywords=machine+learning&qid=1656891005&sprefix=machine+learni,aps,569&sr=8-18&linkCode=sl1&tag=shehan0c-20&linkId=189082b42c6fff02d2de58cde15ddf31&language=en_US&ref_=as_li_ss_tl [1] https://www.amazon.com/Effective-Python-Specific-Software-Development/dp/0134853989?crid=SE2FDZ3L6JE8&keywords=python&qid=1656979155&sprefix=pytho,aps,493&sr=8-177&linkCode=sl1&tag=shehan0c-20&linkId=2992476736b1e1211f135b669081fb60&language=en_US&ref_=as_li_ss_tl [1] https://www.amazon.com/Python-DevOps-Ruthlessly-Effective-Automation/dp/149205769X?crid=2T9IUZ44VH0QW&keywords=python+devops&qid=1657068631&sprefix=python+devops,aps,273&sr=8-1&linkCode=sl1&tag=shehan0c-20&linkId=322d4cb655cfbf2a9e14233ac4ced43b&language=en_US&ref_=as_li_ss_tl [1] https://connectedworld.com/halfway-through-2022-a-mid-year-iot-checkup/ [1] http://www.bradegeland.com/blog/7-deadly-sins-of-project-management9131238 [1] https://twitter.com/manekinekko/status/1403449447368036356 Top URLs in Tweet in G4:
[6] https://www.youtube.com/watch?v=CrSvWajC6oE&feature=youtu.be [2] https://www.theguardian.com/books/2022/jul/04/the-big-idea-should-we-care-about-sentient-machines-ai-artificial-intelligence [2] https://www.cmswire.com/digital-experience/john-lewis-how-ai-can-make-faqs-work-harder-for-you/ [2] https://scitechdaily.com/googles-powerful-artificial-intelligence-spotlights-a-human-cognitive-glitch/ [2] http://tonysmiththathousingitguy.blogspot.com/2017/06/chatterbox-Enfield-Council-Amelia-AI-ArtificialIntelligence.html [2] https://www.link-j.org/interview/post-4730.html [2] https://www.asahi.com/special/tawaramachi-aitanka/ [2] https://www.giantfreakinrobot.com/tech/artificial-intelligence-academic-paper-gpt-3.html [1] https://www.newsorigins.com/artificial-intelligence-as-a-service-market-32862/ [1] https://b.hatena.ne.jp/entry/s/togetter.com/li/1911082#utm_campaign=bookmark_share&utm_content=togetter.com&utm_medium=social&utm_source=twitter&utm_term=%E3%83%86%E3%82%AF%E3%83%8E%E3%83%AD%E3%82%B8%E3%83%BC%20AI Top URLs in Tweet in G6:
[3] https://www.news.com.au/world/asia/chinese-researchers-claim-they-have-built-and-tested-artificial-intelligence-capable-of-reading-minds/news-story/ea682cb41e9a55c7bd892fd9bcc9d326 [1] https://economictimes.indiatimes.com/news/how-to/skills-or-jobs-that-wont-be-replaced-by-automation-artificial-intelligence-in-the-future/articleshow/92600222.cms?from=mdr [1] https://www.amazon.com/MACHINE-LEARNING-Mathematics-Artificial-Intelligence-ebook/dp/B09M7SNDRG?crid=35WVX1FUSK5R6&keywords=machine+learning+5+book&qid=1656949244&sprefix=machine+learning+5+book,aps,474&sr=8-1&linkCode=sl1&tag=shehan0c-20&linkId=d8b103989685764d9c587876273a08a7&language=en_US&ref_=as_li_ss_tl [1] https://news.google.com/__i/rss/rd/articles/CBMi7QFodHRwczovL3d3dy5tYXJrdGVjaHBvc3QuY29tLzIwMjIvMDcvMDQvcmVzZWFyY2hlcnMtYXQtc3RhbmZvcmQtaGF2ZS1kZXZlbG9wZWQtYW4tYXJ0aWZpY2lhbC1pbnRlbGxpZ2VuY2UtYWktbW9kZWwtZWczZC10aGF0LWNhbi1nZW5lcmF0ZS1yYW5kb20taW1hZ2VzLW9mLWZhY2VzLWFuZC1vdGhlci1vYmplY3RzLXdpdGgtaGlnaC1yZXNvbHV0aW9uLXRvZ2V0aGVyLXdpdGgtdW5kZXJseWluZy1nZW9tZXRyaWMtcy_SAQA?oc=5&utm_source=dlvr.it&utm_medium=twitter [1] https://www.nationalreview.com/2022/07/huawei-launches-new-surveillance-legion-in-creepy-military-style-rally/ [1] https://www.ai.gemstars.biz/2022/01/future-job-loss-potentials-due-to.html Top URLs in Tweet in G7:
[1] https://twitter.com/BioethicsAus/status/1119882975208804353 [1] https://twitter.com/BBCLucyAdams/status/1063358298462801921 [1] https://www.arabnews.com/node/2112661/business-economy [1] https://twitter.com/bittensor_/status/1542590642613657601 [1] https://www.theregister.com/2022/06/27/in_brief_ai/ [1] https://objkt.com/collection/KT1VmC3A7w16Mz48yeKLHKqEVv86zQTcrTgi Top URLs in Tweet in G9:
[1] https://www.weforum.org/agenda/2016/11/8-predictions-for-the-world-in-2030?utm_content=buffer19d31&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer Top URLs in Tweet in G10:
[1] https://www.theguardian.com/world/2022/jul/05/japan-deploys-artificial-intelligence-to-detect-rip-currents-as-beach-season-hots-up?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1656998028 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1272] #iot,#iiot [1038] #javascript,#reactjs [896] artificial,intelligence [791] #bigdata,#analytics [689] #reactjs,#wordpress [613] #wordpress,#security [576] #security,#defi [567] #ai,#iot [550] #pytorch,#javascript [528] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[135] #ai,#machinelearning [130] #bigdata,#analytics [100] #iot,#iiot [93] artificial,intelligence [89] #machinelearning,#datascience [74] #datascience,#ai [73] #ai,#ml [72] #ai,#python [70] #datascience,#bigdata [59] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[1134] #iot,#iiot [984] #javascript,#reactjs [666] #reactjs,#wordpress [607] #bigdata,#analytics [592] #wordpress,#security [556] #security,#defi [539] #pytorch,#javascript [495] #ai,#iot [466] #python,#ai [448] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[109] #ai,#ml [64] #ml,#dl [42] artificial,intelligence [32] #machinelearning,#ai [31] #ai,#art [31] here's,word [31] word,cloud [31] cloud,live [31] live,chat [31] chat,looks Top Word Pairs in Tweet in G4:
[131] artificial,intelligence [11] #ai,#artificialintelligence [10] intelligence,ai [7] #俵万智,#ai [7] #ai,#短歌 [6] machine,learning [6] data,science [6] sns,database [6] database,#ai [6] #ai,sns Top Word Pairs in Tweet in G5:
[174] first,patent [174] patent,already [174] already,sealed [174] sealed,deal [174] deal,valuation [174] valuation,180 [174] 180,million [174] million,patent [174] patent,makes [174] makes,airtight Top Word Pairs in Tweet in G6:
[118] artificial,intelligence [11] during,bizarre [11] bizarre,military [11] military,style [11] style,ceremony [11] ceremony,highlighted [11] highlighted,huawei [11] huawei,ties [11] ties,china [11] china,security Top Word Pairs in Tweet in G7:
[51] #generated,#ai [51] #ai,#art [48] fhtagn,#dallemini [48] #dallemini,#lovecraft [48] #lovecraft,#horror [48] #horror,#generated [28] #art,#ai [24] #btc,#eth [24] #web3,#art [24] #ai,#digitalart Top Word Pairs in Tweet in G8:
[79] one,experienced [79] experienced,team [79] team,#ad [79] #ad,industry [79] industry,technical [79] technical,team [78] displayn_global,one [78] team,displayn_glob [2] website,everything [2] everything,learned Top Word Pairs in Tweet in G9:
[3] wef,davos [2] predictions,world [2] world,2030 [2] 2030,co [2] co,jrda78iegf [2] jrda78iegf,#amgfc16 [2] #amgfc16,wef [2] davos,ulrichjvv [2] ulrichjvv,#bigdata [2] #bigdata,#ai Top Word Pairs in Tweet in G10:
[56] artificial,intelligence [22] advanced,artificial [19] nftflex,welcome [19] welcome,generation [19] generation,#nfts [19] #nfts,advanced [19] intelligence,#nft [19] #nft,marketplace [19] marketplace,platform [19] platform,memeverse Top Replied-To in Entire Graph:
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