The graph represents a network of 1,172 Twitter users whose tweets in the requested range contained "iiot bigdata", 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 10:13 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, 6-hour, 6-minute period from Tuesday, 30 June 2020 at 17:27 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 : 1172
Unique Edges : 1086
Edges With Duplicates : 10560
Total Edges : 11646
Number of Edge Types : 5
Retweet : 4594
MentionsInRetweet : 5920
Mentions : 821
Tweet : 309
Replies to : 2
Self-Loops : 351
Reciprocated Vertex Pair Ratio : 0.00620712185560274
Reciprocated Edge Ratio : 0.0123376623376623
Connected Components : 12
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 1150
Maximum Edges in a Connected Component : 11612
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.303501
Graph Density : 0.00224422403767965
Modularity : 0.199414
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,172 Twitter users whose tweets in the requested range contained "iiot bigdata", 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 10:13 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, 6-hour, 6-minute period from Tuesday, 30 June 2020 at 17:27 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 bigdata
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 [39] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-june-29-1 [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 [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 [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://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.instagram.com/_chandan.negi_/ [25] http://www.freecoursesitenet.com/2020/06/deployment-of-machine-learning-models.html [25] https://www.dxlatest.com/how-data-science-is-driving-digital-transformation/ Top URLs in Tweet in G1:
[3] http://deepsingularity.io/4-books-with-jupyter-notebooks-for-data-science/ [3] https://www.marktechpost.com/2020/06/27/top-artificial-intelligence-books-to-read-in-2020/ [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://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 [1] https://www.analyticsinsight.net/democratizing-data-driven-processes-through-automl-for-better-business-prospects/ [1] https://www.mdpi.com/2072-4292/11/13/1554 [1] https://www.coursera.org/collections/yellowbrick-machine-learning-visualization-projects Top URLs in Tweet in G2:
[19] https://data-flair.training/blogs/iot-project-ideas/ [9] https://www.engadget.com/mit-robot-uvc-light-disinfects-coronavirus-040003303.html [8] https://forbes.com/sites/bernardmarr/2020/04/20/these-25-technology-trends-will-define-the-next-decade/#38b60f0d29e3 [8] https://www.valvesolutions.co/post/how-to-build-a-resume-database-in-excel [8] https://www.valvesolutions.co/post/how-data-driven-event-marketing-can-grow-roi-by-10x [7] https://engage.bah.com/Article/Redirect/2b94c361-6749-487b-9593-ae51a4e8eaaf?uc=30185&g=194692e2-a15f-4331-9ef6-4b2c7e906c89&f=145690 [6] https://www.amazon.com/gp/product/1492348430/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1492348430&linkCode=as2&tag=kirkdborne-20&linkId=da1c07f45c49d8c600765a8335afd31b [6] https://www.datasciencecentral.com/profiles/blogs/how-to-flourish-in-industry-4-0-the-fourth-industrial-revolution [6] https://www.iotcentral.io/blog/artificial-intelligence-ai-is-devouring-the-internet-of-things-io [6] https://www.valvesolutions.co/post/top-5-ways-to-promote-your-research-reports Top URLs in Tweet in G3:
[33] https://engage.bah.com/Article/Redirect/ca871c79-6319-41ec-80c6-b4289cd04801?uc=30185&g=7591938c-9bcb-4c04-ba1d-e30de9c5782d&f=146212 [25] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-june-29-1 [21] https://www.datasciencecentral.com/profiles/blogs/rule-of-thumb-which-ai-ml-algorithms-to-apply-to-business-1 [11] 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 [10] https://www.iotcentral.io/blog/artificial-intelligence-ai-is-devouring-the-internet-of-things-io [9] https://datamakespossible.westerndigital.com/data-matters-kirk-borne/?utm_medium=socpd1&utm_source=tw&utm_campaign=datamakespossible [8] https://engage.bah.com/Article/Redirect/13aad82d-8a5f-4ee3-a3ff-66b17f2786e7?uc=30185&g=75cee507-8a51-43f4-90fa-3beae23d06e8&f=144801 [8] https://www.datasciencecentral.com/profiles/blogs/how-to-flourish-in-industry-4-0-the-fourth-industrial-revolution [7] https://www.datasciencecentral.com/profiles/blogs/5-most-popular-measures-for-capturing-forecasting-error-for-time [6] https://www.datasciencecentral.com/profiles/blogs/top-down-learning-path-machine-learning-for-software-engineers Top URLs in Tweet in G4:
[28] https://www.instagram.com/accounts/login/?next=/_chandan.negi_/ [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 [24] https://www.instagram.com/_chandan.negi_/ [23] 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 [21] http://www.freecoursesitenet.com/2020/06/deployment-of-machine-learning-models.html [19] 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 [18] 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 [17] https://www.amazon.com/gp/search?ie=UTF8&tag=astore0411-20&linkCode=ur2&linkId=9e375b02fd98386e76992184a626afec&camp=1789&creative=9325&index=books&keywords=O'Reilly [17] Data [17] Science Top URLs in Tweet in G5:
[3] http://www.freecoursesitenet.com/2020/06/deployment-of-machine-learning-models.html [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] 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://www.datasciencecentral.com/profiles/blogs/rule-of-thumb-which-ai-ml-algorithms-to-apply-to-business-1 [1] https://bintadiaz.me/artificial-intelligence-reinforcement-learning-in-python-4-5-7241-ratings-course-ratings-are-calculated-from-individual-students-ratings-and-a-variety-of-other-signals-like-age-of-rating/ [1] https://bintadiaz.me/selenium-webdriver-with-java-basics-to-advancedframeworks-4-6-44357-ratings-course-ratings-are-calculated-from-individual-students-ratings-and-a-variety-of-other-signals-like-age-of-rat/ [1] https://bintadiaz.me/complete-guide-to-protocol-buffers-3-is-the-best-way-to-get-a-great-overview-of-all-the-possibilities-offered-by-protocol-buffers-write-simple-and-complex-proto-files-practice-exercises-to-confir/ [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/ Top URLs in Tweet in G6:
[1] https://www.linkedin.com/pulse/artificial-intelligence-healthcare-promising-progress-murat-durmus/ [1] https://twitter.com/i/web/status/1278376577475076096 [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] https://www.instagram.com/_chandan.negi_/ [1] https://www.datasciencecentral.com/profiles/blogs/how-to-flourish-in-industry-4-0-the-fourth-industrial-revolution Top URLs in Tweet in G7:
[5] https://bintadiaz.me/artificial-intelligence-reinforcement-learning-in-python-4-5-7241-ratings-course-ratings-are-calculated-from-individual-students-ratings-and-a-variety-of-other-signals-like-age-of-rating/ [5] https://bintadiaz.me/complete-guide-to-protocol-buffers-3-is-the-best-way-to-get-a-great-overview-of-all-the-possibilities-offered-by-protocol-buffers-write-simple-and-complex-proto-files-practice-exercises-to-confir/ [5] https://bintadiaz.me/selenium-webdriver-with-java-basics-to-advancedframeworks-4-6-44357-ratings-course-ratings-are-calculated-from-individual-students-ratings-and-a-variety-of-other-signals-like-age-of-rat/ [3] 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/ [3] https://bintadiaz.me/machine-learning-for-beginners-neural-networks-4-3-23-ratings-course-ratings-are-calculated-from-individual-students-ratings-and-a-variety-of-other-signals-like-age-of-rating-and-reliabi/ [3] https://www.dxlatest.com/how-data-science-is-driving-digital-transformation/ [2] https://bintadiaz.me/python-for-machine-learning-and-data-mining-3-9-83-ratings-course-ratings-are-calculated-from-individual-students-ratings-and-a-variety-of-other-signals-like-age-of-rating-and-reliability/ [2] https://www.datasciencecentral.com/profiles/blogs/rule-of-thumb-which-ai-ml-algorithms-to-apply-to-business-1 [1] https://twitter.com/i/web/status/1278284989210091520 [1] https://bintadiaz.me/java-programming-masterclass-for-software-developers-udemy-free-download-learn-java-in-this-course-and-become-a-computer-programmer-obtain-valuable-core-java-skills-and-java-certification/ Top URLs in Tweet in G8:
[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.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 Top URLs in Tweet in G9:
[2] https://www.controlengineering.pl/krok-w-kierunku-fabryk-przyszlosci-3-najwazniejsze-trendy-przemyslowe/ [2] https://www.controlengineering.pl/raport-po-pandemii-firmy-boja-sie-ryzykowac-ale-wierza-ze-nadchodza-lepsze-czasy/ [1] https://twitter.com/i/web/status/1278634024676835329 Top URLs in Tweet in G10:
[3] https://twitter.com/i/lists/1271634677196107776 [2] http://wwww.gf-accord.biz [1] https://www.gsma.com/iot/the-gsma-iot-infographic/ [1] https://twitter.com/i/web/status/1278294155471532034 [1] https://cmun.it/e/h38mrhrf/2019/10/31/cb-technologies-iiot-consortium-engage-businesses-find-better-data-solutions-cubeconversations/?t=1575772172 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3321] #bigdata,#analytics [2852] #analytics,#datascience [2595] #iot,#iiot [1964] #datascience,#ai [1528] #ai,#machinelearning [1286] #python,#rstats [1094] #machinelearning,#iot [1045] #iiot,#python [702] #datascience,#iot [688] #ai,#iot Top Word Pairs in Tweet in G1:
[719] #bigdata,#analytics [666] #analytics,#datascience [611] #iot,#iiot [449] #datascience,#ai [347] #python,#rstats [310] #ai,#machinelearning [269] #iiot,#python [255] #machinelearning,#iot [189] #ai,#iot [163] #datascience,#iot Top Word Pairs in Tweet in G2:
[282] #bigdata,#analytics [234] #analytics,#datascience [225] #iot,#iiot [179] #datascience,#ai [138] #ai,#machinelearning [112] tweet,below [112] below,endorsed [112] endorsed,rvp [112] rvp,7gtech [112] 7gtech,5gaiot Top Word Pairs in Tweet in G3:
[113] #bigdata,#datascience [103] #iot,#iiot [84] #bigdata,#analytics [75] #analytics,#datascience [72] #datascience,#ai [61] #ai,#machinelearning [60] #datascientists,datasciencectrl [58] #datascience,#iot [39] #python,#rstats [37] building,#timeseries Top Word Pairs in Tweet in G4:
[2194] #bigdata,#analytics [1835] #analytics,#datascience [1614] #iot,#iiot [1243] #datascience,#ai [998] #ai,#machinelearning [791] #python,#rstats [701] #machinelearning,#iot [668] #iiot,#python [410] #datascience,#iot [405] #ai,#iot Top Word Pairs in Tweet in G5:
[118] #google's,#ai [118] #ai,system [118] system,duplex [118] duplex,sounds [118] sounds,mimic [118] mimic,human [118] human,exactly [116] exactly,wef [116] wef,ty [116] ty,mt Top Word Pairs in Tweet in G6:
[47] #artificialintelligence,#healthcare [47] #healthcare,promising [47] promising,progress [47] progress,best [47] best,use [47] use,cases [47] cases,#ai [47] #ai,#ki [47] #ki,#machinelearning [47] #machinelearning,#healthtech Top Word Pairs in Tweet in G7:
[24] #webdev,#bigdata [24] #bigdata,#machinelearning [24] #machinelearning,#masterclass [24] #masterclass,#data [17] #data,#analytics [8] learning,python [8] python,#webdev [8] machine,learning [8] #analytics,#datascience [8] #iot,#iiot Top Word Pairs in Tweet in G8:
[4] #bigdata,#analytics [3] neo4j,nodexl [3] nodexl,neo4j [3] neo4j,cyb3rward0g [3] cyb3rward0g,gp_pulipaka [3] gp_pulipaka,craigmullins [3] craigmullins,fmfrancoise [3] fmfrancoise,rimpq [3] #machinelearning,#bigdata [3] #iot,#iiot Top Word Pairs in Tweet in G9:
[2] krok,kierunku [2] kierunku,fabryk [2] fabryk,przyszłości [2] przyszłości,najważniejsze [2] najważniejsze,trendy [2] trendy,przemysłowe [2] przemysłowe,ce_polska [2] raport,po [2] po,pandemii [2] pandemii,firmy Top Word Pairs in Tweet in G10:
[8] gt,gt [3] twitter,list [3] #waf,#cybersecurity [3] #cybersecurity,#infosec [3] #infosec,#appsec [3] #appsec,#devops [3] #devops,#devsecops [2] #devsecops,#devdiscuss [2] #devdiscuss,#agile [2] #agile,#iiot Top Replied-To in Entire Graph:
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