The graph represents a network of 1,804 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 02 December 2022 at 11:46 UTC.
The requested start date was Friday, 02 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 3-day, 18-hour, 58-minute period from Monday, 28 November 2022 at 06:01 UTC to Friday, 02 December 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 : 1804
Unique Edges : 1628
Edges With Duplicates : 18695
Total Edges : 20323
Number of Edge Types : 5
Retweet : 6191
MentionsInRetweet : 9374
Mentions : 3289
Tweet : 1366
Replies to : 103
Self-Loops : 3295
Reciprocated Vertex Pair Ratio : 0.0170504871567759
Reciprocated Edge Ratio : 0.0335292836925757
Connected Components : 53
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 1729
Maximum Edges in a Connected Component : 20121
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.184473
Graph Density : 0.00141209587863539
Modularity : 0.155205
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,804 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 02 December 2022 at 11:46 UTC.
The requested start date was Friday, 02 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 3-day, 18-hour, 58-minute period from Monday, 28 November 2022 at 06:01 UTC to Friday, 02 December 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 : iiot 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:
[117] https://www.mltut.com/free-online-courses-for-data-science/ [42] https://github.com/patchy631/machine-learning/blob/main/matplotlib/sub_plotting.ipynb [38] https://www.google.com/maps/place/Allied+Technologies/@36.035619,-86.8137,15z/data=!4m5!3m4!1s0x0:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137 [35] https://www.google.com/maps/place/Allied+Technologies/@36.035619,-86.8137,15z/data=!4m5!3m4!1s0x0:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137?hl=en [31] https://open.substack.com/pub/mlearning/p/the-true-pixel?r=z7zu8&utm_campaign=post&utm_medium=web [30] https://iotslam.com [27] https://www.theinsaneapp.com/2020/11/web-developer-roadmap-by-kamran-ahmed.html?m=1 [26] https://www.mylocalgeeks.com/ [25] https://dzone.com/articles/edge-computing-and-how-its-evolving [25] https://www2.deloitte.com/us/en/insights/focus/industry-4-0/digital-transformation-nerve-center.html Top URLs in Tweet in G1:
[34] https://www.google.com/maps/place/Allied+Technologies/@36.035619,-86.8137,15z/data=!4m5!3m4!1s0x0:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137?hl=en [33] https://github.com/patchy631/machine-learning/blob/main/matplotlib/sub_plotting.ipynb [30] https://www.google.com/maps/place/Allied+Technologies/@36.035619,-86.8137,15z/data=!4m5!3m4!1s0x0:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137 [23] https://www.mltut.com/free-online-courses-for-data-science/ [19] https://www2.deloitte.com/us/en/insights/focus/industry-4-0/digital-transformation-nerve-center.html [16] https://www.ciopages.com/digital-transformation/ [8] https://websitesetup.org/javascript-cheat-sheet/#MachineLearning [7] https://www.domestika.org/pt/courses/area/222-desenvolvimento-de-produto-digital?atag=e758ec&utm_medium=affiliates&utm_source=artwithrod_e758ec [5] https://www.theinsaneapp.com/2021/11/machine-learning-algorithms-for-beginners.html [5] https://www.mltut.com/best-free-sql-courses/ Top URLs in Tweet in G2:
[22] https://iotslam.com [21] https://www.programmers-books.com/machine-learning-systems/ [17] https://www.theinsaneapp.com/2020/11/web-developer-roadmap-by-kamran-ahmed.html?m=1 [17] https://www.youtube.com/watch?v=Mut_u40Sqz4 [14] https://iotslam.com/iot-grand-slam-2022-agenda/ [14] https://www.youtube.com/watch?v=4zLd9YEnABs [14] https://www.youtube.com/watch?v=0RS9W8MtZe4&feature=youtu.be [13] https://www.mltut.com/best-free-online-courses-for-machine-learning-and-ai/ [12] https://statanalytica.com/blog/how-to-learn-python-for-free/ [12] https://www.rstudio.com/resources/cheatsheets/ Top URLs in Tweet in G3:
[14] https://www.mltut.com/free-online-courses-for-data-science/ [13] https://www.datasciencecentral.com/profiles/blogs/how-artificial-intelligence-is-reshaping-small-businesses [11] https://www.manufacturingtomorrow.com/story/2021/03/the-benefits-of-factory-and-manufacturing-automation-for-todays-industry/16713/ [8] https://iotslam.com [8] https://t.me/@Hack_solutionwithJoe [7] https://open.substack.com/pub/mlearning/p/the-true-pixel?r=z7zu8&utm_campaign=post&utm_medium=web [7] https://www.mltut.com/best-free-online-data-analytics-courses/ [7] https://www.ciopages.com/digital-transformation/ [7] https://www.theinsaneapp.com/2020/11/web-developer-roadmap-by-kamran-ahmed.html?m=1 [6] https://api.pinterest.com/url_shortener/5k8tnsM/redirect/ Top URLs in Tweet in G4:
[18] https://dzone.com/articles/edge-computing-and-how-its-evolving [6] https://www.aitrends.com/predictive-analytics/predictive-maintenance-proving-out-as-successful-ai-use-case/ [3] https://medium.com/@monocosmo77/applications-of-iiot-technology-part2-46adc97623bc?source=rss------artificial_intelligence-5 [2] https://manufacturing22.iiotday.com/?utm_source=IIoTWorldSocialMedia [2] https://www.iiot-world.com/artificial-intelligence-ml/machine-learning/leveraging-iiot-ai-and-machine-learning-to-optimize-operations-in-manufacturing-and-infrastructure/?utm_source=IIoTWorldSocialMedia [2] https://new.siemens.com/global/en/markets/machinebuilding/packaging-machines/whitepaper-digital-twin-pharma.html?utm_source=IIoTWorldSocialMedia [2] https://github.com/patchy631/machine-learning/blob/main/matplotlib/sub_plotting.ipynb [2] http://trak.in/tags/business/2018/01/08/myths-chatbots-ai-debunked?utm_sq=fohs4217zc&utm_source=Twitter&utm_medium=social&utm_campaign=1DavidClarke&utm_content=AI [2] https://sanvada.com/2018/01/07/china-wants-add-artificial-intelligence-half-new-cars-2020?utm_sq=fok47tjepy&utm_source=Twitter&utm_medium=social&utm_campaign=1DavidClarke&utm_content=AI [1] https://twitter.com/i/web/status/1597634395292114945 Top URLs in Tweet in G5:
[13] https://www.datasciencecentral.com/profiles/blogs/deep-neural-networks-addressing-8-challenges-in-computer-vision [11] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DGZ3KUPqA1JM&q=EgS4SO-bGLWUmoIGIhkA8aeDS-nC1znrpOFoz3IT3h403CjibwpbMgFy [7] https://www.datasciencecentral.com/profiles/blogs/the-ai-and-ml-market-in-the-us-and-european-healthcare-trends-and [7] https://dl.acm.org/doi/fullHtml/10.1145/3192335?cookieSet=1 [6] https://www.researchgate.net/publication/338224253_An_Evolution_of_Innovations_Protocols_and_Recent_Technology_in_Industrial_IoT [6] https://www.datasciencecentral.com/profiles/blogs/the-new-age-of-healthcare-future-of-virtual-health [5] https://www.amazon.com/s?k=temporal+data+machine+learning&i=stripbooks&ref=nb_sb_noss&_encoding=UTF8&tag=kirkdborne-20&linkCode=ur2&linkId=1e3dc5b2c661baee9f1c040c2a0c6c36&camp=1789&creative=9325 [4] https://www.amazon.com/Introduction-Analytics-Chapman-Hall-Science/dp/0367686317/ref=mp_s_a_1_1?qid=1667596337&refinements=p_27%253AHarry+G.+Perros&s=books&sr=1-1&text=Harry+G.+Perros&_encoding=UTF8&tag=kirkdborne-20&linkCode=ur2&linkId=81f1fa34c55c2f077607d3cbe06224c2&camp=1789&creative=9325 [4] https://www.datasciencecentral.com/profiles/blogs/deep-learning-for-autonomous-driving-a-breakthrough-in-urban [3] https://www.datasciencecentral.com/profiles/blogs/building-interpretable-forecasting-and-nowcasting-models-an Top URLs in Tweet in G6:
[76] https://www.mltut.com/free-online-courses-for-data-science/ [11] https://www.mltut.com/best-free-online-data-analytics-courses/ [8] https://www.mltut.com/best-free-sql-courses/ [5] https://www.mltut.com/best-data-engineering-courses-online/ [4] https://www.mltut.com/best-sql-online-course-certificate-programs-for-data-science/ [2] https://www.mltut.com/best-certification-courses-for-artificial-intelligence/ [2] https://github.com/patchy631/machine-learning/blob/main/matplotlib/sub_plotting.ipynb [2] https://www.datasciencecentral.com/profiles/blogs/deep-neural-networks-addressing-8-challenges-in-computer-vision [2] https://www.datasciencecentral.com/profiles/blogs/the-ai-and-ml-market-in-the-us-and-european-healthcare-trends-and [2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DGZ3KUPqA1JM&q=EgS4SO-bGLWUmoIGIhkA8aeDS-nC1znrpOFoz3IT3h403CjibwpbMgFy Top URLs in Tweet in G7:
[9] https://www.youtube.com/watch?v=BcMeaaGRaQY&feature=youtu.be [8] https://twitter.com/KIIARA/status/1547317678720704514 [5] https://twitter.com/KIIARA/status/1485733784741822466 [4] https://twitter.com/KIIARA/status/1552754379161157633 [4] https://twitter.com/akdubz53/status/1480746622468427778 [4] https://open.substack.com/pub/mlearning/p/the-true-pixel?r=z7zu8&utm_campaign=post&utm_medium=web [3] https://twitter.com/Rap_Thesaurus/status/1218607552440799235 [3] https://twitter.com/KIIARA/status/1546106276286832642 [2] https://twitter.com/KIIARA/status/1546788234235064320 [2] https://twitter.com/LILPAPABEAN/status/1485737960054181893 Top URLs in Tweet in G8:
[6] https://productdiary.com/ottawa-dental-emergency-emergency-dentist-ottawa-ottawa-dental-emergency-number/?utm_source=pocket_saves [5] https://www.mylocalgeeks.com/ [4] https://play.google.com/store/apps/details?id=com.tubers.hiddencamera.finder [4] https://www.etsy.com/shop/ArtDesignByOlha?ref=seller-platform-mcnav [3] https://open.substack.com/pub/mlearning/p/more-control-over-the-ai-generated?r=z7zu8&utm_campaign=post&utm_medium=web [3] https://digitaljuhij.blogspot.com/2022/05/Ottawa-Denturist-Ottawa-dentist-Emergency-dentist-Ottawa.html [2] https://biztechmagazine.com/article/2022/08/how-internet-things-changing-future-energy-management?utm_source=TWITTER&utm_medium=social-advocacy&utm_content=7394782908&utm_campaign=IoT [2] https://www.theprogrammingbuddy.club/course/quantitative-finance-with-python/ [1] https://www.hyena.ai/iot-in-manufacturing-how-iot-apps-are-transforming-the-manufacturing-sector/ [1] https://www.infoworld.com/article/3681208/5-risks-of-ai-and-machine-learning-that-modelops-remediates.html?utm_source=dlvr.it&utm_medium=twitter#tk.rss_machinelearning Top URLs in Tweet in G9:
[1] https://www.journaldev.com/34067/linux-commands [1] https://www.mltut.com/free-online-courses-for-data-science/ Top URLs in Tweet in G10:
[18] https://www.mylocalgeeks.com/ [15] https://open.substack.com/pub/mlearning/p/the-true-pixel?r=z7zu8&utm_campaign=post&utm_medium=web [9] https://www.mckinsey.com/capabilities/operations/our-insights/digital-twins-flying-high-flexing-fast [8] https://medium.com/mlearning-ai/how-is-ai-changing-the-movie-business-d80e418d59c6 [8] https://mitsloan.mit.edu/ideas-made-to-matter/how-to-forge-a-clear-path-to-industry-4-0 [8] https://iot-analytics.com/industry-4-0-in-5-stats/ [8] https://www.google.com/maps/place/Allied+Technologies/@36.035619,-86.8137,15z/data=!4m5!3m4!1s0x0:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137 [4] https://medium.com/mlearning-ai/how-to-make-a-voice-activated-deepfake-b84cfba4dfbb [3] https://walletinvestor.com/lse-stock-forecast/tern-stock-prediction [3] https://open.substack.com/pub/mlearning/p/how-to-detect-fake-pictures-made?r=z7zu8&utm_campaign=post&utm_medium=web Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2677] #iot,#iiot [2241] #bigdata,#analytics [1166] #analytics,#ai [1101] #ai,#machinelearning [1023] #iiot,#python [1007] #ai,#ml [991] #python,#rstats [955] #analytics,#datascience [949] #datascience,#ai [942] #cybersecurity,#bigdata Top Word Pairs in Tweet in G1:
[1294] #bigdata,#analytics [700] #iiot,#python [656] #cybersecurity,#bigdata [615] #analytics,#ai [582] #sql,#cybersecurity [570] #machinelearning,#datascience [569] #datascience,#sql [562] #analytics,#datascience [557] #python,#rstats [556] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[1102] #iot,#iiot [728] #iiot,#iotpl [727] #ai,#ml [461] #iotpl,#iotcl [358] #bigdata,#analytics [264] #ai,#machinelearning [240] #analytics,#ai [237] #machinelearning,#ml [232] #programming,#coding [227] #datascience,#analytics Top Word Pairs in Tweet in G3:
[359] #iot,#iiot [356] #bigdata,#analytics [328] welcome,#iot [328] coffee,talk [328] chat,#digital [328] #iot,coffee [327] #digital,#iiot [308] #iiot,#automation [237] #automation,#digitaltwins [218] #machinelearning,#datascience Top Word Pairs in Tweet in G4:
[28] #ai,#iot [24] #iot,#iiot [20] #cloudcomputing,#ai [18] evolving,dzoneinc [18] #edgecomputing,evolving [17] dzoneinc,#cloudcomputing [17] ipfconline1,#edgecomputing [16] #iiot,#digitaltr [11] #datascience,#machinelearning [11] eleesha,jazzie654 Top Word Pairs in Tweet in G5:
[50] #bigdata,#datascience [47] #iot,#iiot [41] #datascience,#ai [36] #bigdata,#analytics [34] #ai,#machinelearning [32] #iotpl,#iotcl [28] #iiot,#iotpl [25] designing,next [25] #analytics,#datascience [25] 2nd,edition Top Word Pairs in Tweet in G6:
[103] #datascientist,#programming [102] #programming,#coding [97] online,courses [88] #coding,#100daysofcode [80] data,science [68] gt,#datascientist [68] courses,gt [68] 70,free [68] check,70 [68] free,data Top Word Pairs in Tweet in G7:
[537] #iot,#iiot [405] #javascript,#reactjs [351] #iiot,#pytorch [344] #python,#iot [312] #reactjs,#wordpress [262] #wordpress,#security [237] #security,#defi [132] #pytorch,#javascript [123] #iiot,#azure [118] #azure,#pytorch Top Word Pairs in Tweet in G8:
[55] udemy,course [46] course,follow [41] free,udemy [22] #iot,#iiot [19] follow,programmingbuddy [18] #bigdata,#analytics [14] coupon,udemy [14] discount,coupon [13] #analytics,#datascience [13] #iot,coffee Top Word Pairs in Tweet in G9:
[25] #datascientists,#codenewbies [25] #ml,#datascience [25] #codenewbies,#tech [25] #datascience,#datascientists [25] #artificialintelligence,#ai [25] #ai,#ml [20] #bigdata,#analytics [18] #tech,#deeplearning [17] cyber,security [17] roadmap,#artificialintelligence Top Word Pairs in Tweet in G10:
[31] #bigdata,#analytics [31] #analytics,#ai [30] #deeplearning,#mlsogood [29] #iiot,#python [29] #cybersecurity,#bigdata [29] #ai,#iiot [28] #sql,#cybersecurity [24] #aiart,#deeplearning [22] #ai,#vr [20] #machinelearning,#datascience Top Replied-To in Entire Graph:
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