The graph represents a network of 5,902 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, 01 September 2022 at 04:40 UTC.
The requested start date was Thursday, 01 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, 1-hour, 1-minute period from Monday, 29 August 2022 at 23:00 UTC to Thursday, 01 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 : 5902
Unique Edges : 4206
Edges With Duplicates : 13089
Total Edges : 17295
Number of Edge Types : 5
Retweet : 5285
MentionsInRetweet : 6806
Mentions : 2387
Tweet : 2604
Replies to : 213
Self-Loops : 2761
Reciprocated Vertex Pair Ratio : 0.0173349212650523
Reciprocated Edge Ratio : 0.0340790842872008
Connected Components : 1114
Single-Vertex Connected Components : 539
Maximum Vertices in a Connected Component : 3047
Maximum Edges in a Connected Component : 12229
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.239089
Graph Density : 0.000220743820536882
Modularity : 0.423415
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5,902 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, 01 September 2022 at 04:40 UTC.
The requested start date was Thursday, 01 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, 1-hour, 1-minute period from Monday, 29 August 2022 at 23:00 UTC to Thursday, 01 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 : (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:
[20] https://www.fiverr.com/averagegeezer/do-organic-twitter-growth-using-artificial-intelligence?utm_source=169592&utm_medium=cx_affiliate&utm_campaign=&afp=random-hashtag&cxd_token=169592_19763473_|afp0:random-hashtag|afp1:averagegeezer/do-organic-twitter-growth-using-artificial-intelligence&show_join=true [19] https://n225simple.com/ch/ [18] https://n225simple.com/jisai/ [18] https://n225simple.com/ait/ [10] https://exchange.art/artists/PsychoVerseNFT/nfts [8] https://n225simple.com/ss2022829/ [6] https://www.nytimes.com/2022/08/28/business/ai-artificial-intelligence-david-ferrucci.html [6] https://hackuniversity.io/image/188933816312 [6] http://eepurl.com/dyk-en [5] https://www.amazon.com/Python-Programming-Introduction-Computer-Science/dp/1590282752?crid=3BNUMVA7G3YJZ&keywords=python+tip&qid=1661816782&sprefix=python+ti,aps,897&sr=8-19&linkCode=sl1&tag=shehan0c-20&linkId=d91eb20d821a65c66c9275f0ea835968&language=en_US&ref_=as_li_ss_tl Top URLs in Tweet in G1:
[5] https://www.amazon.com/Python-Programming-Introduction-Computer-Science/dp/1590282752?crid=3BNUMVA7G3YJZ&keywords=python+tip&qid=1661816782&sprefix=python+ti,aps,897&sr=8-19&linkCode=sl1&tag=shehan0c-20&linkId=d91eb20d821a65c66c9275f0ea835968&language=en_US&ref_=as_li_ss_tl [3] https://www.amazon.com/Algorithms-Quickstudy-Laminated-Reference-Guide/dp/1423245636?crid=1R4VFE2H3OLUP&keywords=algorithms&qid=1661748103&sprefix=al,aps,907&sr=8-100&linkCode=sl1&tag=shehan0c-20&linkId=81f07a01079215d0831884d9157aad08&language=en_US&ref_=as_li_ss_tl [3] https://www.nytimes.com/2022/08/28/business/ai-artificial-intelligence-david-ferrucci.html [2] https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1492032646?crid=EG99XK9WNCZK&keywords=machine+learning&qid=1661922668&sprefix=machine+learni,aps,805&sr=8-7&linkCode=sl1&tag=shehan0c-20&linkId=5dd87536b882563a1569bbf9624527c7&language=en_US&ref_=as_li_ss_tl [2] https://www.amazon.com/Probabilistic-Machine-Learning-Introduction-Computation/dp/0262046822?crid=1Y542OJHBFZWX&keywords=machine+learning&qid=1661727318&sprefix=machine+learnin,aps,630&sr=8-6&linkCode=sl1&tag=shehan0c-20&linkId=12b6210542ffa955fc32141016090c55&language=en_US&ref_=as_li_ss_tl [2] https://news.fiu.edu/2022/seizure-prediction-fiu-researchers-work-to-improve-lives-for-epileptics [2] https://www.kdnuggets.com/2022/08/free-ai-beginners-course.html [2] https://blog.finxter.com/subscribe/#MachineLearning [2] https://www.datasciencelearner.com/how-to-improve-accuracy-of-random-forest-classifier/ [1] https://www.marktechpost.com/2022/08/11/top-artificial-intelligence-based-tools-for-cyber-security/ Top URLs in Tweet in G2:
[3] https://www.nytimes.com/2022/08/28/business/ai-artificial-intelligence-david-ferrucci.html [2] https://www.cnbc.com/2022/08/29/panera-bread-tests-artificial-intelligence-technology-in-drive-thru-lanes.html [2] https://www.medicalfacts.nl/2022/08/28/artificial-intelligence-adviseert-over-ontslag-ic-patient/?utm_source=dlvr.it&utm_medium=twitter [2] https://twitter.com/iot_automotive/timelines/1122115041417887744 [2] https://techcrunch.com/2022/08/29/elon-musk-twitter-whistleblower-zatko-subpoena/ [1] https://www.defensenews.com:443/ [1] https://www.defensenews.com/artificial-intelligence/2022/08/29/biden-speaking-five-languages-shows-potential-risks-of-deepfake-tech/ [1] https://twitter.com/fam936949/status/1564383745582440451 [1] https://unimarketintell.blogspot.com/2021/09/what-is-use-of-artificial-intelligence.html [1] https://gizmodo.com/ai-taxes-france-swimming-pools-1849470533 Top URLs in Tweet in G4:
[5] https://discord.com/invite/roboticoai [1] https://twitter.com/UiPath/status/1554079544671444993 [1] https://hackernoon.com/5-crypto-launchpads-not-to-skip-in-q3-2022?source=rss [1] https://matrix.berkeley.edu/research-article/four-professors-chosen-as-2022-2023-matrix-faculty-fellows/ Top URLs in Tweet in G8:
[1] https://www.vidovation.com/blog/nab-ny-2022?utm_campaign=nab-ny-2022-live-video-production-cloud-services-broadcasting-iptv-digital-signage-streaming-systems-vidovation-haivision-aviwest-vislink-mobile-viewpoint-multidyne-cyanview&utm_medium=social_link&utm_source=missinglettr-twitter [1] https://open.spotify.com/episode/30wj3cs3bfHsrI0aaYWVB1?si=i1Bq4i9xT2qT4eZw_eC1mA&context=spotify%3Ashow%3A4rOoJ6Egrf8K2IrywzwOMk [1] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fwww.cleveland19.com%2Fprnewswire%2F2022%2F08%2F29%2Fintelligent-manufacturing-boosts-guiyangs-industrial-breakthrough%2F%3FoutputType%3Damp&ct=ga&cd=CAIyGjk5YWFjYjJkNzIyNDM5Njk6Y29tOmVuOlVT&usg=AOvVaw0RrbcT_4jC38QXF4WIvhbl&utm_source=dlvr.it&utm_medium=twitter [1] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fwww.pinterest.com%2Fpin%2Fthirdeye-data-is-a-big-data-services-company-that-leverages-data-sciences-to-build-endtoend-solutions-for-client--775322892075680272%2F&ct=ga&cd=CAIyGjk5YWFjYjJkNzIyNDM5Njk6Y29tOmVuOlVT&usg=AOvVaw3J1HsJbYciZ9DYA3OlRqIy&utm_source=dlvr.it&utm_medium=twitter [1] http://ruder.io/optimizing-gradient-descent/ [1] http://pubs.rsna.org/doi/10.1148/ryai.220061 [1] https://www.diagnosticimaging.com/view/diagnostic-imaging-advances-in-ai-august-2022 [1] http://pubs.rsna.org/doi/10.1148/ryai.220010 [1] https://letmegooglethat.com Top URLs in Tweet in G9:
[4] http://eepurl.com/dyk-en [3] https://github.com/Developer-Y/cs-video-courses [2] https://www.mckinsey.com/featured-insights/artificial-intelligence/the-promise-and-challenge-of-the-age-of-artificial-intelligence/es-CL [2] https://asolanki.co.in/wp-content/uploads/2019/04/Data-Science-Concepts-and-Practice-2nd-Edition-3.pdf [2] http://D2L.ai [2] https://probability4datascience.com/ [1] https://www.amazon.com/Time-Analysis-Python-Cookbook-exploratory/dp/1801075549?hvadid=598359496472&hvpos=&hvnetw=g&hvrand=501372934847152872&hvpone=&hvptwo=&hvqmt=&hvdev=c&hvdvcmdl=&hvlocint=&hvlocphy=9007838&hvtargid=pla-1663113390936&psc=1&linkCode=sl1&tag=kirkdborne-20&linkId=3110e7b6a37efaea484ad0c3a5b152d6&language=en_US&ref_=as_li_ss_tl [1] https://srdas.github.io/Papers/DSA_Book.pdf [1] https://people.smp.uq.edu.au/DirkKroese/DSML/DSML.pdf [1] https://amankharwal.medium.com/python-practice-questions-for-beginners-268fcdfb14e6 Top URLs in Tweet in G10:
[5] https://hackuniversity.io/image/188933816312 [2] http://eepurl.com/dyk-en [1] https://asolanki.co.in/wp-content/uploads/2019/04/Data-Science-Concepts-and-Practice-2nd-Edition-3.pdf Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1377] artificial,intelligence [692] #machinelearning,#datascience [678] #bigdata,#analytics [662] #analytics,#ai [555] #cybersecurity,#bigdata [538] #ai,#ml [483] #iiot,#python [408] machine,learning [398] #ai,#iiot [396] #datascience,#sql Top Word Pairs in Tweet in G1:
[616] #machinelearning,#datascience [535] #bigdata,#analytics [489] #cybersecurity,#bigdata [466] #analytics,#ai [352] #datascience,#sql [350] #ai,#iiot [347] #sql,#cybersecurity [324] #iiot,#python [266] #python,#rstats [260] #ai,#ml Top Word Pairs in Tweet in G2:
[152] artificial,intelligence [29] #ai,#midjourney [26] #midjourney,#midjourneyai [26] #midjourneyai,#midjourneyart [25] #ai,#aiart [24] #generatedart,#ai [24] #midjourneyart,#dalle2 [24] #dalle2,#stablediffusion [24] #stablediffusion,#portrait [24] #portrait,#fashion Top Word Pairs in Tweet in G3:
[276] artificial,intelligence [274] ezash,artificial [2] error,ai Top Word Pairs in Tweet in G4:
[76] #seo,#google [76] #google,#apple [75] #apple,#ios [73] #ios,#cybersecurity [72] #robotics,#ai [70] #cybersecurity,#robotics [55] #art,#ai [50] #btc,#eth [50] #web3,#art [50] #ai,#digitalart Top Word Pairs in Tweet in G5:
[216] excited,part [216] part,soulmachines [216] soulmachines,entertainment [216] entertainment,division [216] division,redefine [216] redefine,future [216] future,digital [216] digital,entertainment [215] marktuan,excited [215] entertainment,cre Top Word Pairs in Tweet in G6:
[213] re,already [213] already,python [213] python,programmer [213] programmer,love [213] love,learn [213] learn,python [213] python,data [213] data,analytics [213] analytics,data [213] data,science Top Word Pairs in Tweet in G7:
[187] #audiolox,music [187] music,platform [187] platform,industry [187] industry,listen [187] listen,favorite [187] favorite,music [187] music,mobile [187] mobile,data [186] ginoassereto,#audiolox [186] data,st Top Word Pairs in Tweet in G8:
[192] artificial,intelligence [50] machine,learning [49] #ai,#ml [47] #ml,#dl [15] #ai,#intelligence [15] #ai,#artificialintelligence [14] nvda,wednesday [14] wednesday,officials [14] officials,ordered [14] ordered,cease Top Word Pairs in Tweet in G9:
[101] kirkdborne,free [74] #machinelearning,#ai [69] #ai,#bigdata [67] free,280 [67] 280,pdf [67] pdf,report [67] report,jpmorgan [67] jpmorgan,provides [67] provides,excellent [67] excellent,framework Top Word Pairs in Tweet in G10:
[146] #analytics,#ai [139] #ai,#ml [131] #datascience,#machinelearning [125] #machinelearning,#analytics [122] #iiot,#python [117] #ml,#tech [114] #tensorflow,#java [112] #tech,#iiot [110] cheat,sheet [92] #python,#tensorflow Top Replied-To in Entire Graph:
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