The graph represents a network of 1,549 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, 25 November 2022 at 12:02 UTC.
The requested start date was Friday, 25 November 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, 2-hour, 20-minute period from Saturday, 19 November 2022 at 22:39 UTC to Friday, 25 November 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 : 1549
Unique Edges : 664
Edges With Duplicates : 14811
Total Edges : 15475
Number of Edge Types : 5
Retweet : 6804
MentionsInRetweet : 7369
Tweet : 924
Mentions : 369
Replies to : 9
Self-Loops : 1004
Reciprocated Vertex Pair Ratio : 0.00521405049396268
Reciprocated Edge Ratio : 0.0103740103740104
Connected Components : 19
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 1526
Maximum Edges in a Connected Component : 15444
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.304648
Graph Density : 0.00152761721740958
Modularity : 0.151503
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,549 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, 25 November 2022 at 12:02 UTC.
The requested start date was Friday, 25 November 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, 2-hour, 20-minute period from Saturday, 19 November 2022 at 22:39 UTC to Friday, 25 November 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:
[288] https://www.mltut.com/best-free-sql-courses/ [82] https://www.google.com/maps/place/Allied+Technologies/@36.035619,-86.8137,17z/data=!3m1!4b1!4m5!3m4!1s0x88647bc64a8c499b:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137 [65] https://www.google.com/maps/place/Allied+Technologies/@36.0350984,-86.8281625,15z/data=!4m5!3m4!1s0x0:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137?hl=en [65] https://alliedtechnologies.io/solution-dating/ [53] https://mltut.com/best-free-sql- [49] https://medium.com/geekculture/devops-advanced-linux-commands-197c0609508b [48] https://cheatography.com/prl1007/cheat-sheets/python-data-structures/pdf/#MachineLearning [45] https://www.mltut.com/best-free-sql-courses/#MachineLearning [40] https://github.com/SajidCurious/Sajid-CSS-and-HTML-cheatsheets/commit/101611fa0f77ab92ea0585e7d04b15a1686f0664 [39] https://github.com/SajidCurious/Sajid-CSS-and-HTML-cheatsheets/commit/9f6627e9145dc6e091f8577c2856d5bd5bfaf6ca Top URLs in Tweet in G1:
[8] https://www.mltut.com/best-free-sql-courses/ [4] https://medium.com/@gp_pulipaka/1847-activation-functions-for-deep-learning-c4f950d3572e [3] https://cheatography.com/prl1007/cheat-sheets/python-data-structures/pdf/#MachineLearning [3] https://www.google.com/maps/place/Allied+Technologies/@36.035619,-86.8137,17z/data=!3m1!4b1!4m5!3m4!1s0x88647bc64a8c499b:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137 [2] https://www.amazon.com/dp/1803247592?tag=gppulipaka-20&geniuslink=true [2] https://www.theinsaneapp.com/2020/12/free-data-science-books-pdf.html [2] https://www.amazon.com/Predictive-Statistics-Statistical-Probabilistic-Mathematics/dp/1107028280?tag=gppulipaka-20&geniuslink=true [2] https://www.youtube.com/playlist?list=PLhQjrBD2T3817j24-GogXmWqO5Q5vYy0V [2] https://www.kdnuggets.com/2022/11/15-free-machine-learning-deep-learning-books.html [2] https://www.datasciencecentral.com/profiles/blogs/remarkable-applications-of-data-science Top URLs in Tweet in G2:
[78] https://www.google.com/maps/place/Allied+Technologies/@36.035619,-86.8137,17z/data=!3m1!4b1!4m5!3m4!1s0x88647bc64a8c499b:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137 [65] https://alliedtechnologies.io/solution-dating/ [63] https://www.google.com/maps/place/Allied+Technologies/@36.0350984,-86.8281625,15z/data=!4m5!3m4!1s0x0:0x5dcb13c7e63193d0!8m2!3d36.035619!4d-86.8137?hl=en [60] https://www.mltut.com/best-free-sql-courses/ [37] https://www.domestika.org/pt/courses/area/222-desenvolvimento-de-produto-digital?atag=e758ec&utm_medium=affiliates&utm_source=artwithrod_e758ec [33] https://open.substack.com/pub/mlearning/p/great-ai-artwork-in-the-first-few?r=z7zu8&utm_campaign=post&utm_medium=web [27] https://open.substack.com/pub/mlearning/p/new-3d-generation-method-2faster?r=z7zu8&utm_campaign=post&utm_medium=web [26] https://mltut.com/best-free-sql- [23] https://medium.com/geekculture/devops-advanced-linux-commands-197c0609508b [22] https://www.mltut.com/best-free-sql-courses/#MachineLearning Top URLs in Tweet in G3:
[24] https://www.sas.upenn.edu/~fdiebold/Teaching221/Forecasting.pdf [20] https://www.techrepublic.com/article/how-to-become-a-machine-learning-engineer-a-cheat-sheet/ [9] https://www.datasciencecentral.com/profiles/blogs/traditional-vs-deep-learning-algorithms-used-in-blockchain-in-3 [8] https://www.datasciencecentral.com/profiles/blogs/object-detection-with-10-lines-of-code [8] https://www.amazon.com/Process-Mining-Action-Principles-Outlook/dp/303040174X?dchild=1&qid=1620143241&refinements=p_27:Lars+Reinkemeyer&s=books&sr=1-1&text=Lars+Reinkemeyer&linkCode=sl1&tag=kirkdborne-20&linkId=c6e532a56a39d843403166b545c32419&language=en_US&ref_=as_li_ss_tl [8] https://www.datasciencecentral.com/leveraging-agile-to-create-economies-of-learning-mindset-part-2/ [7] https://www.datasciencecentral.com/profiles/blogs/remarkable-applications-of-data-science [7] https://www.datasciencecentral.com/how-to-explore-historical-data-patterns-with-machine-learning/ [7] https://www.thefabricator.com/thefabricator/article/cadcamsoftware/digital-transformation-industry-40-and-iiot-in-the-fab-shop [6] https://www.datasciencecentral.com/profiles/blogs/causal-ai-amp-bayesian-networks Top URLs in Tweet in G4:
[169] https://www.mltut.com/best-free-sql-courses/ [4] https://www.mltut.com/best-advanced-sql-courses/ [4] https://datasciencedojo.com/blog/machine-learning-algorithms-explanation/?utm_campaign=DSD%20blogs%202022&utm_content=228486926&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240 [3] https://cheatography.com/prl1007/cheat-sheets/python-data-structures/pdf/#MachineLearning [3] https://twfmade.ca/ [2] https://www.mltut.com/free-udacity-courses-on-data-analytics/ [2] https://arxiv.org/abs/2205.11930 [2] https://www.techrepublic.com/article/how-to-become-a-machine-learning-engineer-a-cheat-sheet/ [1] https://www.mltut.com/best-free-online-courses-for-statistics/ [1] https://www.mltut.com/best-free-online-data-analytics-courses/ Top URLs in Tweet in G5:
[20] https://medium.com/geekculture/devops-advanced-linux-commands-197c0609508b [15] https://github.com/SajidCurious/Sajid-CSS-and-HTML-cheatsheets/commit/101611fa0f77ab92ea0585e7d04b15a1686f0664 [15] https://www.mltut.com/best-free-sql-courses/#MachineLearning [12] https://cheatography.com/prl1007/cheat-sheets/python-data-structures/pdf/#MachineLearning [11] https://github.com/SajidCurious/Sajid-CSS-and-HTML-cheatsheets/commit/9f6627e9145dc6e091f8577c2856d5bd5bfaf6ca [10] https://www.mltut.com/best-free-sql-courses/ [6] https://medium.com/geekculture/de [3] https://github.com/SajidCurious/Sajid-CSS-and-HTML-cheatsheets/commit/c39727a17ee0c330aaf60a58e04d13b0a57da9bb [3] https://github.com/SajidCurious/Sajid-CSS-and-HTML-cheatsheets/commit/69132148d153da36be33ea20c6b38eb7f57f86e7 [3] http://art.mlearning.ai/issues/my-phone-can-make-ai-art-for-free-without-internet-1450574 Top URLs in Tweet in G6:
[21] https://mltut.com/best-free-sql- [11] https://www.mltut.com/best-free-sql-courses/ [4] https://www.mltut.com/best-free-sql-courses/#MachineLearning [3] https://cheatography.com/prl1007/cheat-sheets/python-data-structures/pdf/#MachineLearning [3] https://github.com/SajidCurious/Sajid-CSS-and-HTML-cheatsheets/commit/101611fa0f77ab92ea0585e7d04b15a1686f0664 [3] https://github.com/SajidCurious/Sajid-CSS-and-HTML-cheatsheets/commit/9f6627e9145dc6e091f8577c2856d5bd5bfaf6ca [3] https://www.marketplace.org/2018/01/08/tech/could-big-data-unlock-safer-commutes-cyclists?utm_sq=fohzhe1qg8&utm_source=Twitter&utm_medium=social&utm_campaign=1DavidClarke&utm_content=AI [1] https://thejavasea.com/threads/smtp-mailer-multithreaded-thejavasea.260/ [1] https://github.com/0xTRAW/cron-ch [1] https://medium.com/geekculture/devops-advanced-linux-commands-197c0609508b Top URLs in Tweet in G7:
[11] https://www.mltut.com/best-free-sql-courses/ [6] https://github.com/SajidCurious/Sajid-CSS-and-HTML-cheatsheets/commit/9f6627e9145dc6e091f8577c2856d5bd5bfaf6ca [5] https://cheatography.com/prl1007/cheat-sheets/python-data-structures/pdf/#MachineLearning [4] https://www.sas.upenn.edu/~fdiebold/Teaching221/Forecasting.pdf [3] https://mltut.com/best-free-sql- [3] https://www.datasciencecentral.com/profiles/blogs/remarkable-applications-of-data-science [3] https://github.com/SajidCurious/Sajid-CSS-and-HTML-cheatsheets/commit/101611fa0f77ab92ea0585e7d04b15a1686f0664 [2] https://github.com/SajidCurious/S [2] https://ezewife.blogspot.com/2022/11/introduction-to-automata-theory.html [2] https://medium.com/geekculture/devops-advanced-linux-commands-197c0609508b Top URLs in Tweet in G8:
[14] https://www.mltut.com/best-free-sql-courses/ [5] https://thejavasea.com/threads/smtp-mailer-multithreaded-thejavasea.260/ [3] https://github.com/SajidCurious/Sajid-CSS-and-HTML-cheatsheets/commit/9f6627e9145dc6e091f8577c2856d5bd5bfaf6ca [2] https://thejavasea.com/threads/andyb-show-deleted.92/ [2] https://thejavasea.com/resources/innovate-light.219/ [2] https://thejavasea.com/threads/keygen-template-pack.1890/#post-2552 [2] https://thejavasea.com/threads/ticktackk-developertools.113/ [2] https://thejavasea.com/forums/xenforo-addons-styles.21/ [2] https://deltalogix.blog/en/2022/06/14/benefits-of-digital-transformation-how-a-company-changes-with-digital/ [2] https://www.techtarget.com/whatis/definition/AI-code-of-ethics Top URLs in Tweet in G9:
[5] https://accelerationeconomy.com/ai-ml/how-edge-ai-drives-smarter-data-systems-for-iot-devices-xr-headsets-and-robotics/?utm_content=buffer43c96&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [4] https://www.mltut.com/best-free-online-data-analytics-courses/ [4] https://open.substack.com/pub/mlearning/p/new-3d-generation-method-2faster?r=z7zu8&utm_campaign=post&utm_medium=web [3] https://www.techrepublic.com/article/top-5-ways-industrial-iot-differs-iot/?utm_content=buffer004ee&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [2] https://us06web.zoom.us/webinar/register/WN_5pY8o34OSqSvS1Ubjw8U1A [2] https://twitter.com/search?q=amzn.to%20from:kirkdborne&src=typed_query&f=live [2] https://www.datasciencecentral.com/profiles/blogs/deep-learning-techniques-for-cyber-security [1] https://www.datamation.com/networks/iot-in-smart-cities/?utm_content=bufferccc2e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282115&utm_content=buffer87a16&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [1] https://walletinvestor.com/lse-stock-forecast/tern-stock-prediction Top URLs in Tweet in G10:
[3] https://redirect.viglink.com?u=https%3A%2F%2Fchrome.google.com%2Fwebstore%2Fdetail%2Fadfighter-fastersafer-sma%2Famgmhmoikcefmalfmbpkpnnpebhmhfnd%3Fhl%3Den-US&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false [3] https://redirect.viglink.com?u=https%3A%2F%2Faddons.mozilla.org%2Fen-US%2Ffirefox%2Faddon%2Fadfighter%2F&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false [3] https://redirect.viglink.com?u=https%3A%2F%2Fmicrosoftedge.microsoft.com%2Faddons%2Fdetail%2Fpfhcpbhgioepnopicciblaaholpfobkm&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false [1] https://onerpm.link/1149656634 [1] https://mg.com.pe/soluciones-tecnologicas-de-alto-impacto-para-su-empresa/ [1] https://artificialintelligence.averconferences.com/ [1] https://twitter.com/i/web/status/1595385634293796866 [1] https://twitter.com/i/web/status/1595389177763446784 [1] https://twitter.com/watsappmusic365/status/1594557797391556608 [1] https://www.hackers-arise.com/post/2017/04/28/PowerShell-for-Hackers-Part-1 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4465] #bigdata,#analytics [3447] #iot,#iiot [3168] #analytics,#datascience [2965] #python,#rstats [2436] #datascience,#ai [2310] #ai,#machinelearning [2186] #iiot,#python [2166] #machinelearning,#iot [1321] #iiot,#pytorch [1300] #ml,#datascience Top Word Pairs in Tweet in G1:
[1078] #bigdata,#analytics [1028] #iot,#iiot [1007] #analytics,#datascience [828] #python,#rstats [756] #datascience,#ai [734] #ai,#machinelearning [700] #machinelearning,#iot [521] #iiot,#python [448] #iiot,#pytorch [444] #rstats,#tensorflow Top Word Pairs in Tweet in G2:
[2084] #bigdata,#analytics [1479] #iot,#iiot [1360] #analytics,#datascience [1331] #python,#rstats [1069] #datascience,#ai [1008] #iiot,#python [1001] #ai,#machinelearning [952] #machinelearning,#iot [687] #ml,#datascience [665] #analytics,#ai Top Word Pairs in Tweet in G3:
[172] #iot,#iiot [133] #bigdata,#analytics [116] #analytics,#datascience [114] #datascience,#ai [101] #ai,#machinelearning [99] #bigdata,#datascience [85] #python,#rstats [74] #iotpl,#iotcl [66] #iiot,#python [61] #iot,#iotpl Top Word Pairs in Tweet in G4:
[179] #datascientist,#programming [178] #programming,#coding [173] courses,#datascientist [171] learn,sql [165] sql,joins [164] joins,learn [162] tut_ml,sql [113] sql,12 [113] 12,completely [113] completely,free Top Word Pairs in Tweet in G5:
[359] #bigdata,#analytics [228] #python,#rstats [212] #analytics,#ai [208] #iiot,#python [206] #cybersecurity,#bigdata [174] #ai,#iiot [165] #sql,#cybersecurity [164] #datascience,#sql [152] #iot,#iiot [139] #analytics,#datascience Top Word Pairs in Tweet in G6:
[253] #ml,#datascience [249] #ai,#ml [246] #datascience,#datascientists [246] #artificialintelligence,#ai [217] #datascientists,#codenewbies [203] #codenewbies,#tech [192] #bigdata,#analytics [176] #iot,#iiot [133] #analytics,#datascience [117] #python,#rstats Top Word Pairs in Tweet in G7:
[266] #bigdata,#analytics [178] #iot,#iiot [169] #python,#rstats [159] #analytics,#datascience [153] #iiot,#python [99] #analytics,#ai [98] #cybersecurity,#bigdata [94] #ai,#iiot [82] #datascience,#iot [82] #machinelearning,#datascience Top Word Pairs in Tweet in G8:
[212] #bigdata,#analytics [157] #analytics,#datascience [154] #iot,#iiot [125] #datascience,#ai [117] #ai,#machinelearning [115] #python,#rstats [114] #machinelearning,#iot [102] #ml,#datascience [92] #datascience,#datascientists [92] #ai,#ml Top Word Pairs in Tweet in G9:
[35] #bigdata,#analytics [23] #iot,#iiot [20] #analytics,#datascience [19] #datascience,#ai [19] #analytics,#ai [17] #iiot,#python [17] #python,#rstats [15] #cybersecurity,#bigdata [15] #ai,#machinelearning [15] #machinelearning,#datascience Top Word Pairs in Tweet in G10:
[4] #bigdata,#analytics [4] #python,#rstats [4] #iot,#iiot [4] #datascience,#ai [3] chrome,firefox [3] #rstats,#tensorflow [3] #cybersecurity,#bigdata [3] #iiot,#bigdata [3] #sql,#cybersecurity [3] download,chrome Top Replied-To in Entire Graph:
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