The graph represents a network of 1,128 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 03 July 2020 at 10:32 UTC.
The requested start date was Friday, 03 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 2-day, 11-hour, 48-minute period from Tuesday, 30 June 2020 at 11:46 UTC to Thursday, 02 July 2020 at 23:34 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 : 1128
Unique Edges : 913
Edges With Duplicates : 10147
Total Edges : 11060
Number of Edge Types : 4
Retweet : 4676
MentionsInRetweet : 5816
Tweet : 296
Mentions : 272
Self-Loops : 341
Reciprocated Vertex Pair Ratio : 0.00666666666666667
Reciprocated Edge Ratio : 0.0132450331125828
Connected Components : 12
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1107
Maximum Edges in a Connected Component : 11023
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.319338
Graph Density : 0.00237560334031855
Modularity : 0.201756
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,128 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 03 July 2020 at 10:32 UTC.
The requested start date was Friday, 03 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 2-day, 11-hour, 48-minute period from Tuesday, 30 June 2020 at 11:46 UTC to Thursday, 02 July 2020 at 23:34 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 machinelearning
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:
[47] https://engage.bah.com/Article/Redirect/ca871c79-6319-41ec-80c6-b4289cd04801?uc=30185&g=7591938c-9bcb-4c04-ba1d-e30de9c5782d&f=146212 [40] https://bintadiaz.me/maths-for-data-science-and-machine-learning-learn-data-science-and-machine-learning-maths-maths-for-artificial-intelligence-css-html-and-computer-science/ [39] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-june-29-1 [36] https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1491962291/ref=as_li_ss_tl?ie=UTF8&linkCode=sl1&tag=jadirective0f-20&linkId=0c8877732e68a26d976e8a6838459c72&language=en_US [35] https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1492032646/ref=as_li_ss_tl?crid=3ANPOCBCIGI01&dchild=1&keywords=machine+learning&qid=1593223637&s=books&sprefix=machine,aps,418&sr=1-3&linkCode=sl1&tag=jadirective0f-20&linkId=9790bce9af282f3e8815fa08ebbc6650&language=en_US [30] https://www.instagram.com/accounts/login/?next=/_chandan.negi_/ [30] https://www.datasciencecentral.com/profiles/blogs/rule-of-thumb-which-ai-ml-algorithms-to-apply-to-business-1 [27] https://www.amazon.com/Audible-Free-Trial-Digital-Membership/dp/B00NB86OYE/?ref_=assoc_tag_ph_1485906643682&_encoding=UTF8&camp=1789&creative=9325&linkCode=pf4&tag=astore0411-20&linkId=c8bd27220868ba120a9a7d804805a90c [27] https://bintadiaz.me/linear-programming-for-data-science-and-business-analysis-learn-mathematical-optimization-of-linear-programming-for-data-science-and-business-analytics/ [27] https://www.instagram.com/_chandan.negi_/ Top URLs in Tweet in G1:
[37] https://bintadiaz.me/maths-for-data-science-and-machine-learning-learn-data-science-and-machine-learning-maths-maths-for-artificial-intelligence-css-html-and-computer-science/ [29] https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1491962291/ref=as_li_ss_tl?ie=UTF8&linkCode=sl1&tag=jadirective0f-20&linkId=0c8877732e68a26d976e8a6838459c72&language=en_US [29] https://www.instagram.com/accounts/login/?next=/_chandan.negi_/ [27] https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1492032646/ref=as_li_ss_tl?crid=3ANPOCBCIGI01&dchild=1&keywords=machine+learning&qid=1593223637&s=books&sprefix=machine,aps,418&sr=1-3&linkCode=sl1&tag=jadirective0f-20&linkId=9790bce9af282f3e8815fa08ebbc6650&language=en_US [27] https://www.amazon.com/Audible-Free-Trial-Digital-Membership/dp/B00NB86OYE/?ref_=assoc_tag_ph_1485906643682&_encoding=UTF8&camp=1789&creative=9325&linkCode=pf4&tag=astore0411-20&linkId=c8bd27220868ba120a9a7d804805a90c [26] https://www.instagram.com/_chandan.negi_/ [23] http://www.freecoursesitenet.com/2020/06/deployment-of-machine-learning-models.html [23] https://bintadiaz.me/functional-analysis-a-crash-course-in-metric-space-after-calculus-trigonometry-geometry-algebra-master-advance-maths-before-html-css-machine-learning-data-science/ [22] https://bintadiaz.me/quantum-physics-university-level-course-learn-mathematical-description-of-universe-at-small-scale-and-solve-hundreds-of-numerical-problems-in-quantum-mechanics/ [22] https://bintadiaz.me/linear-programming-for-data-science-and-business-analysis-learn-mathematical-optimization-of-linear-programming-for-data-science-and-business-analytics/ Top URLs in Tweet in G2:
[39] https://engage.bah.com/Article/Redirect/ca871c79-6319-41ec-80c6-b4289cd04801?uc=30185&g=7591938c-9bcb-4c04-ba1d-e30de9c5782d&f=146212 [33] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-june-29-1 [24] https://www.datasciencecentral.com/profiles/blogs/rule-of-thumb-which-ai-ml-algorithms-to-apply-to-business-1 [19] https://hannovermesse.digital/en/ [18] https://www.dxlatest.com/how-data-science-is-driving-digital-transformation/ [17] https://www.sas.com/en_us/insights/articles/big-data/machine-learning-data-science-and-ai-meet-iot.html?utm_source=sasir&utm_medium=referral&utm_campaign=datascience [14] https://www.iotcentral.io/blog/artificial-intelligence-ai-is-devouring-the-internet-of-things-io [12] https://www.datasciencecentral.com/profiles/blogs/5-most-popular-measures-for-capturing-forecasting-error-for-time [11] https://forbes.com/sites/bernardmarr/2020/04/20/these-25-technology-trends-will-define-the-next-decade/#38b60f0d29e3 [10] https://engage.bah.com/Article/Redirect/13aad82d-8a5f-4ee3-a3ff-66b17f2786e7?uc=30185&g=75cee507-8a51-43f4-90fa-3beae23d06e8&f=144801 Top URLs in Tweet in G3:
[2] https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1492032646/ref=as_li_ss_tl?crid=3ANPOCBCIGI01&dchild=1&keywords=machine+learning&qid=1593223637&s=books&sprefix=machine,aps,418&sr=1-3&linkCode=sl1&tag=jadirective0f-20&linkId=9790bce9af282f3e8815fa08ebbc6650&language=en_US [1] https://www.chi2innovations.com/blog/discover-stats-blog-series/9-inspirational-data-scientists-to-follow-on-twitter/ [1] https://www.aithority.com/ait-featured-posts/scikit-learns-latest-update-with-python-implementation/ [1] https://www.datasciencecentral.com/profiles/blogs/a-free-self-paced-learning-path-for-machinelearning-and [1] https://twitter.com/i/web/status/1277294689058684928 [1] https://syncedreview.com/2020/04/23/new-hinton-nature-paper-revisits-backpropagation-offers-insights-for-understanding-learning-in-the-cortex/ [1] https://towardsdatascience.com/a-quick-intro-to-intels-openvino-toolkit-for-faster-deep-learning-inference-d695c022c1ce [1] https://twitter.com/i/web/status/1262035408810098695 [1] https://pubmed.ncbi.nlm.nih.gov/31734815/ [1] https://www.nature.com/articles/s41598-019-38903-1#Fig9 Top URLs in Tweet in G4:
[2] https://www.datasciencecentral.com/profiles/blogs/top-down-learning-path-machine-learning-for-software-engineers [2] https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1492032646/ref=as_li_ss_tl?crid=3ANPOCBCIGI01&dchild=1&keywords=machine+learning&qid=1593223637&s=books&sprefix=machine,aps,418&sr=1-3&linkCode=sl1&tag=jadirective0f-20&linkId=9790bce9af282f3e8815fa08ebbc6650&language=en_US [1] https://twitter.com/i/web/status/1278003864940056576 [1] http://appexpanse.com/8-amazing-coding-games-for-beginners-to-improve-your-coding-skills/ [1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fdata-science-life-cycle-101-for-dummies-like-me-e66b47ad8d8f [1] https://www.amazon.com/gp/product/1491952024/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1491952024&linkCode=as2&tag=astore0411-20&linkId=9e2671087c5f47ff50e74440198e0f0c [1] https://engage.bah.com/Article/Redirect/fbb18c78-2763-4687-9fe3-d0cba7744785?uc=30185&g=85fbcfc5-db03-40fa-90f4-8e83ef4a524e&f=84839 [1] https://www.datasciencecentral.com/profiles/blogs/rule-of-thumb-which-ai-ml-algorithms-to-apply-to-business-1 [1] https://engage.bah.com/Article/Redirect/ca871c79-6319-41ec-80c6-b4289cd04801?uc=30185&g=7591938c-9bcb-4c04-ba1d-e30de9c5782d&f=146212 [1] https://www.datasciencecentral.com/profiles/blogs/how-to-flourish-in-industry-4-0-the-fourth-industrial-revolution Top URLs in Tweet in G5:
[10] http://metaboliccity.com [8] https://www.aisoma.de/10-useful-ai-ml-slides/ [6] https://www.linkedin.com/pulse/fusion-5g-iot-ai-murat-durmus/ [4] https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1491962291/ref=as_li_ss_tl?ie=UTF8&linkCode=sl1&tag=jadirective0f-20&linkId=0c8877732e68a26d976e8a6838459c72&language=en_US [3] https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1492032646/ref=as_li_ss_tl?crid=3ANPOCBCIGI01&dchild=1&keywords=machine+learning&qid=1593223637&s=books&sprefix=machine,aps,418&sr=1-3&linkCode=sl1&tag=jadirective0f-20&linkId=9790bce9af282f3e8815fa08ebbc6650&language=en_US [3] https://www.hortidaily.com/article/9231143/when-will-human-growers-become-obsolete/ [2] https://www.datasciencecentral.com/profiles/blogs/how-to-flourish-in-industry-4-0-the-fourth-industrial-revolution [2] http://www.freecoursesitenet.com/2020/06/deployment-of-machine-learning-models.html [1] https://www.linkedin.com/pulse/artificial-intelligence-healthcare-promising-progress-murat-durmus/ [1] https://blog.bosch-si.com/bosch-iot-suite/cloud-and-edge-computing-for-iot-a-short-history/ Top URLs in Tweet in G6:
[2] https://www.sas.com/en_us/insights/articles/big-data/machine-learning-data-science-and-ai-meet-iot.html?utm_source=sasir&utm_medium=referral&utm_campaign=datascience [2] https://www.moengage.com/blog/pros-and-cons-of-ai-chatbots/ [1] http://www3.weforum.org/docs/WEF_Future_of_Jobs_2018.pdf [1] https://twitter.com/i/web/status/1278294054082457600 [1] https://marutitech.com/artifical-intelligence-and-machine-learning-in-the-insurance-industry/ [1] https://www.datasciencecentral.com/profiles/blogs/top-down-learning-path-machine-learning-for-software-engineers [1] https://twitter.com/i/web/status/1278600806980374528 [1] https://engage.bah.com/Article/Redirect/2b94c361-6749-487b-9593-ae51a4e8eaaf?uc=30185&g=194692e2-a15f-4331-9ef6-4b2c7e906c89&f=145690 [1] https://www.datasciencecentral.com/profiles/blogs/linear-machine-learning-and-probabilistic-approaches-for-time [1] https://bintadiaz.me/maths-for-data-science-and-machine-learning-learn-data-science-and-machine-learning-maths-maths-for-artificial-intelligence-css-html-and-computer-science/ Top URLs in Tweet in G7:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229765 [1] https://www.sas.com/en_us/insights/articles/big-data/machine-learning-data-science-and-ai-meet-iot.html?utm_source=sasir&utm_medium=referral&utm_campaign=datascience [1] https://www.crayon.com/en-au/news-and-resources/how-can-machine-learning-help-the-enterprise-architect/ [1] https://bintadiaz.me/bayesian-machine-learning-in-python-a-b-testing-4-5-3363-ratings-course-ratings-are-calculated-from-individual-students-ratings-and-a-variety-of-other-signals-like-age-of-rating-and-reli/ [1] https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1492032646/ref=as_li_ss_tl?crid=3ANPOCBCIGI01&dchild=1&keywords=machine+learning&qid=1593223637&s=books&sprefix=machine,aps,418&sr=1-3&linkCode=sl1&tag=jadirective0f-20&linkId=9790bce9af282f3e8815fa08ebbc6650&language=en_US [1] http://632961e4793q5o26-a45fc5u8o.hop.clickbank.net/ Top URLs in Tweet in G8:
[14] https://www.technative.io/turning-science-fiction-into-science-fact/ Top URLs in Tweet in G9:
[1] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-june-29-1 [1] https://datamakespossible.westerndigital.com/data-matters-kirk-borne/?utm_medium=socpd1&utm_source=tw&utm_campaign=datamakespossible [1] https://bintadiaz.me/linear-programming-for-data-science-and-business-analysis-learn-mathematical-optimization-of-linear-programming-for-data-science-and-business-analytics/ [1] https://www.ibmbigdatahub.com/sites/default/files/infographic_file/4Vs_Infographic_final.pdf [1] https://twitter.com/i/web/status/1278328029433835521 Top URLs in Tweet in G10:
[2] https://www.machinedesign.com/automation-iiot/article/21135436/special-delivery-machine-learning-tips-from-amazon-web-services Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2828] #bigdata,#analytics [2548] #analytics,#datascience [2150] #datascience,#ai [2136] #iot,#iiot [1719] #ai,#machinelearning [1223] #machinelearning,#iot [815] #python,#rstats [767] #iiot,#python [682] #ai,#iot [392] #machinelearning,#bigdata Top Word Pairs in Tweet in G1:
[1992] #bigdata,#analytics [1779] #analytics,#datascience [1449] #datascience,#ai [1402] #iot,#iiot [1185] #ai,#machinelearning [828] #machinelearning,#iot [521] #python,#rstats [512] #iiot,#python [415] #ai,#iot [236] #machinelearning,#bigdata Top Word Pairs in Tweet in G2:
[203] #bigdata,#analytics [195] #iot,#iiot [189] #datascience,#ai [180] #analytics,#datascience [160] #bigdata,#datascience [158] #ai,#machinelearning [92] #machinelearning,#iot [74] #datascientists,datasciencectrl [62] #datascience,#iot [61] #ai,#iot Top Word Pairs in Tweet in G3:
[511] #bigdata,#analytics [481] #analytics,#datascience [422] #iot,#iiot [405] #datascience,#ai [296] #ai,#machinelearning [247] #machinelearning,#iot [194] #python,#rstats [172] #iiot,#python [155] #ai,#iot [82] #machinelearning,#bigdata Top Word Pairs in Tweet in G4:
[138] #google's,#ai [138] #ai,system [138] system,duplex [138] duplex,sounds [138] sounds,mimic [138] mimic,human [138] human,exactly [136] exactly,wef [136] wef,ty [136] ty,mt Top Word Pairs in Tweet in G5:
[160] 17,easiest [160] easiest,coding [160] coding,languages [160] languages,#infographics [160] #infographics,#softwareengineer [159] sheena2804,17 [123] wil_bielert,sheena2804 [81] #makeyourownlane,#defstar5 [80] #softwareengineer,#developer [80] #developer,#makeyourownlane Top Word Pairs in Tweet in G6:
[51] #bigdata,#analytics [43] #analytics,#datascience [38] #datascience,#ai [37] #iot,#iiot [32] #ai,#machinelearning [25] #machinelearning,#iot [20] gt,gt [15] #artificialintelligence,#machinelearning [14] #healthcare,industry [14] industry,being Top Word Pairs in Tweet in G7:
[9] #bigdata,#analytics [8] #iot,#iiot [7] #ai,#machinelearning [7] #analytics,#datascience [6] #machinelearning,#bigdata [5] #datascience,#ai [3] 52weekhigh,26 [3] 26,cents [3] cents,break [3] break,high Top Word Pairs in Tweet in G8:
[14] turning,science [14] science,fiction [14] fiction,science [14] science,fact [14] fact,#ai [14] #ai,#iot [14] #iot,#machinelearning [14] #machinelearning,#futureofwork [14] #futureofwork,#robotics [14] #robotics,#ar Top Word Pairs in Tweet in G9:
[7] #iot,#iiot [4] #bigdata,#analytics [4] #analytics,#datascience [4] #datascience,#ai [4] #ai,#machinelearning [4] #machinelearning,#iot [4] top,#manufacturing [4] #manufacturing,supply [4] supply,chain [4] chain,#analytics Top Word Pairs in Tweet in G10:
[6] during,collision [6] collision,conference [6] conference,swami [6] swami,sivasubramaniam [6] sivasubramaniam,awscloud [6] awscloud,shared [6] shared,tips [6] tips,avoiding [5] machinedesign,during [5] avoiding,pitfalls 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: