The graph represents a network of 1,828 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, 02 December 2022 at 12:09 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 5-day, 23-hour, 29-minute period from Saturday, 26 November 2022 at 01:30 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 : 1828
Unique Edges : 1087
Edges With Duplicates : 16331
Total Edges : 17418
Number of Edge Types : 5
Retweet : 6558
MentionsInRetweet : 8252
Tweet : 1314
Mentions : 1253
Replies to : 41
Self-Loops : 2292
Reciprocated Vertex Pair Ratio : 0.00918511540273198
Reciprocated Edge Ratio : 0.0182030338389732
Connected Components : 31
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 1782
Maximum Edges in a Connected Component : 17239
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.249677
Graph Density : 0.00128302786191566
Modularity : 0.159004
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,828 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, 02 December 2022 at 12:09 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 5-day, 23-hour, 29-minute period from Saturday, 26 November 2022 at 01:30 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 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:
[250] https://www.mltut.com/free-online-courses-for-data-science/ [57] https://www.mltut.com/best-free-sql-courses/ [43] https://www.mltut.com/best-data-engineering-courses-online/ [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 [34] https://www2.deloitte.com/us/en/insights/focus/industry-4-0/digital-transformation-nerve-center.html [31] https://open.substack.com/pub/mlearning/p/the-true-pixel?r=z7zu8&utm_campaign=post&utm_medium=web [30] https://www.programmers-books.com/machine-learning-systems/ [29] https://websitesetup.org/javascript-cheat-sheet/#MachineLearning Top URLs in Tweet in G1:
[31] https://open.substack.com/pub/mlearning/p/the-true-pixel?r=z7zu8&utm_campaign=post&utm_medium=web [28] https://www.programmers-books.com/machine-learning-systems/ [26] https://www.mltut.com/free-online-courses-for-data-science/ [20] https://www.techopedia.com/machine-learning-from-home-top-5-ebooks-for-beginners/2/34247 [19] https://www.youtube.com/watch?v=Mut_u40Sqz4 [16] https://www.mltut.com/best-online-courses-for-data-science-to-become-a-skilled-data-scientist/ [16] http://www.books.com/deep-learning-with-pytorch/ [16] https://open.substack.com/pub/mlearning/p/how-to-detect-fake-pictures-made?r=z7zu8&utm_campaign=post&utm_medium=web [15] https://solutionsreview.com/mobile-device-management/the-best-internet-of-things-iot-security-books-for-your-bookshelf/ [14] https://www.youtube.com/watch?v=pQA6MGsXCNg Top URLs in Tweet in G2:
[24] https://www2.deloitte.com/us/en/insights/focus/industry-4-0/digital-transformation-nerve-center.html [17] https://www.mltut.com/free-online-courses-for-data-science/ [16] https://www.ciopages.com/digital-transformation/ [15] https://ingliguori.medium.com/outperform-competitors-with-real-time-operational-intelligence-rtoi-f36f4f0aebb0 [12] https://github.com/patchy631/machine-learning/blob/main/matplotlib/sub_plotting.ipynb [12] https://www.google.com/maps/place/Allied+Technologies/@36.035619,-86.8137,15z/data=!4m5!3m4!1s0x0:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137 [10] https://mitsloan.mit.edu/ideas-made-to-matter/how-to-forge-a-clear-path-to-industry-4-0 [10] https://www.mckinsey.com/capabilities/operations/our-insights/digital-twins-flying-high-flexing-fast [9] https://www.mltut.com/best-free-sql-courses/ [8] https://www.mltut.com/best-data-engineering-courses-online/ Top URLs in Tweet in G3:
[21] https://www.researchgate.net/publication/338224253_An_Evolution_of_Innovations_Protocols_and_Recent_Technology_in_Industrial_IoT [11] https://www.datasciencecentral.com/profiles/blogs/deep-neural-networks-addressing-8-challenges-in-computer-vision [11] https://www.datasciencecentral.com/profiles/blogs/building-interpretable-forecasting-and-nowcasting-models-an [9] https://www.datasciencecentral.com/profiles/blogs/the-ai-and-ml-market-in-the-us-and-european-healthcare-trends-and [9] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DGZ3KUPqA1JM&q=EgS4SO-bGLWUmoIGIhkA8aeDS-nC1znrpOFoz3IT3h403CjibwpbMgFy [8] https://dl.acm.org/doi/fullHtml/10.1145/3192335?cookieSet=1 [7] 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 [7] https://www.datasciencecentral.com/profiles/blogs/how-artificial-intelligence-is-reshaping-small-businesses [7] https://www.datasciencecentral.com/how-rfid-technology-is-applied-in-banks-and-financial-institutions/ [7] https://medium.com/mlearning-ai/new-ways-to-generate-income-through-generative-ai-12ed56e2bfd6 Top URLs in Tweet in G4:
[9] https://www.mltut.com/free-online-courses-for-data-science/ [6] https://www.theinsaneapp.com/2020/12/free-data-science-books-pdf.html [6] https://www.mltut.com/best-free-sql-courses/ [5] https://play.google.com/store/apps/details?id=com.tubers.hiddencamera.finder [5] https://t.me/@Hack_solutionwithJoe [4] https://medium.com/@gp_pulipaka/1847-activation-functions-for-deep-learning-c4f950d3572e [4] https://www.kdnuggets.com/2022/11/15-free-machine-learning-deep-learning-books.html [4] https://github.com/patchy631/machine-learning/blob/main/matplotlib/sub_plotting.ipynb [3] https://fullscale.io/blog/python-frameworks-vs-python-libraries/ [3] https://websitesetup.org/javascript-cheat-sheet/ Top URLs in Tweet in G5:
[16] https://github.com/patchy631/machine-learning/blob/main/matplotlib/sub_plotting.ipynb [14] https://websitesetup.org/javascript-cheat-sheet/#MachineLearning [14] https://www.mltut.com/best-data-engineering-courses-online/ [10] https://www.mltut.com/free-online-courses-for-data-science/ [3] https://cloud.google.com/apis/design/resources [3] https://github.com/SajidCurious/Sajid-CSS-and-HTML-cheatsheets/commit/9f6627e9145dc6e091f8577c2856d5bd5bfaf6ca [3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fthegrayarea.tech%2Fp1-bug-hunting-a-step-by-step-guide-to-sql-injection-76f95c8986b0 [2] https://github.com/SajidCurious/Sajid-CSS-and-HTML-cheatsheets/commit/a29a8c42e645e414b939b86db1c87259168fc1ad [2] https://www.mltut.com/best-advanced-sql-courses/#MachineLearning [2] https://github.com/SajidCurious/Sajid-CSS-and-HTML-cheatsheets/commit/208e72e56564db2457ee1a48805bfbf9ff00a954 Top URLs in Tweet in G6:
[171] https://www.mltut.com/free-online-courses-for-data-science/ [30] https://www.mltut.com/best-free-sql-courses/ [11] https://www.mltut.com/best-free-online-data-analytics-courses/ [8] 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://ingliguori.medium.com/outperform-competitors-with-real-time-operational-intelligence-rtoi-f36f4f0aebb0 [1] https://twitter.com/i/web/status/1597802400416694273 [1] https://www.datasciencecentral.com/profiles/blogs/building-interpretable-forecasting-and-nowcasting-models-an Top URLs in Tweet in G7:
[13] https://www.mltut.com/free-online-courses-for-data-science/ [1] https://www.journaldev.com/34067/linux-commands [1] https://websitesetup.org/javascript-cheat-sheet/#MachineLearning Top URLs in Tweet in G8:
[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 [25] https://www.google.com/maps/place/Allied+Technologies/@36.035619,-86.8137,15z/data=!4m5!3m4!1s0x0:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137 [17] https://www.mylocalgeeks.com/ [4] https://lendochain.medium.com/lendochain-november-newsletter-8ceeb11e9370 [3] https://usglobalshop.com/product/buy-sendgrid-accounts/ [3] https://walletinvestor.com/lse-stock-forecast/tern-stock-prediction [3] https://websitesetup.org/javascript-che [3] https://www.mindinventory.com/python-web-development.php [3] https://twitter.com/MattWallace888/status/1597688001597157376 [2] https://www.etsy.com/shop/gewellryz Top URLs in Tweet in G9:
[2] https://www.forbes.com/sites/forbestechcouncil/2022/11/08/why-you-should-consider-using-ai-in-your-network-security-strategy/?sh=c3cd089734c8 [1] https://www.forbes.com/sites/forbestechcouncil/2022/10/19/what-it-takes-to-train-a-conversational-chatbot/?sh=71e61bef750e Top URLs in Tweet in G10:
[4] https://www.digiskillspk.com/2022/10/what-are-3-principles-of-entrepreneurs.html [3] https://www.youtube.com/watch?v=HfhqxstRE8M&feature=youtu.be [3] https://www.digiskillspk.com/2021/10/10-Interesting-facts-about-e-commerce%20.html [2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278927 [2] https://www.eficiens.com/allianz-metavers-accelerateur/ [2] https://beincrypto.com/is-xrp-a-security-coinbase-wallet-delists-ripple/ [2] https://www.digiskillspk.com/2021/10/Memo-writing-memo-format-5-tips-for-memo-writing.html [2] https://www.digiskillspk.com/2021/10/Business%20Writing%20Basic%20And%20Types.html [2] https://www.digiskillspk.com/2021/10/what-is-e-commerce-definition-and-types-of-e-commerce%20.html [2] https://www.digiskillspk.com/2021/10/what-is-marketing.html Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4649] #bigdata,#analytics [2763] #analytics,#datascience [2713] #iot,#iiot [2418] #iiot,#python [2039] #python,#rstats [1810] #ai,#machinelearning [1641] #datascience,#ai [1487] #analytics,#ai [1465] #machinelearning,#iot [1306] #cybersecurity,#bigdata Top Word Pairs in Tweet in G1:
[1407] #bigdata,#analytics [983] #iot,#iiot [651] #analytics,#ai [618] #analytics,#datascience [526] #iiot,#python [508] #python,#rstats [435] #ai,#machinelearning [410] #ai,#ml [389] #datascience,#ai [386] #cybersecurity,#bigdata Top Word Pairs in Tweet in G2:
[866] #bigdata,#analytics [521] #iiot,#python [399] #analytics,#datascience [388] #cybersecurity,#bigdata [337] #analytics,#ai [320] #python,#rstats [318] #machinelearning,#datascience [302] #ai,#machinelearning [301] #ai,#iiot [299] #iot,#iiot Top Word Pairs in Tweet in G3:
[205] #bigdata,#analytics [190] #analytics,#datascience [148] #iiot,#python [131] #datascience,#iiot [125] #python,#javascript [124] #javascript,#tensorflow [112] #tensorflow,#cloudcomputing [94] #bigdata,#datascience [93] #iot,#iiot [64] #datascience,#ai Top Word Pairs in Tweet in G4:
[1227] #bigdata,#analytics [1132] #analytics,#datascience [1044] #iot,#iiot [848] #datascience,#ai [816] #ai,#machinelearning [779] #python,#rstats [760] #machinelearning,#iot [593] #iiot,#python [494] #rstats,#tensorflow [403] #iiot,#pytorch Top Word Pairs in Tweet in G5:
[390] #bigdata,#analytics [280] #iiot,#python [272] #cybersecurity,#bigdata [246] #sql,#cybersecurity [243] #datascience,#sql [221] #analytics,#ai [219] #machinelearning,#datascience [200] #ai,#iiot [191] #python,#rstats [117] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[223] #datascientist,#programming [222] #programming,#coding [217] online,courses [187] #coding,#100daysofcode [183] data,science [148] free,online [131] courses,#datascientist [129] learn,data [125] tut_ml,learn [110] science,free Top Word Pairs in Tweet in G7:
[124] #bigdata,#analytics [98] #iiot,#python [86] #analytics,#datascience [65] #python,#javascript [65] #javascript,#tensorflow [65] #datascience,#iiot [55] know,#bigdata [55] python,know [55] algorithms,python [55] ml,algorithms Top Word Pairs in Tweet in G8:
[252] #bigdata,#analytics [155] #iiot,#python [126] #cybersecurity,#bigdata [122] #analytics,#ai [117] #ai,#iiot [112] #analytics,#datascience [112] #machinelearning,#datascience [109] #sql,#cybersecurity [106] #datascience,#sql [97] #python,#rstats Top Word Pairs in Tweet in G9:
[10] #aiio,#bigdata [10] #ai,#aiio [10] #bigdata,#ml [10] #ml,#nlu [10] #nlu,#futureofwork [7] strategy,#ai [7] network,security [7] security,strategy [7] ai,network [7] consider,using Top Word Pairs in Tweet in G10:
[107] #datascientist,#csuite [106] #healthtech,#smartcity [106] #csuite,#digitalhealth [106] #web3,#cx [106] #cx,#ehealth [106] #digitalhealth,#web3 [105] #smartcity,#datascientist [103] #ehealth,#finserv [46] #bigdata,#analytics [43] #iot,#iiot Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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