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iiot ai_2020-07-03_02-52-49.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 03, 2020
Short Description:
iiot ai via NodeXL https://bit.ly/3dW3s8V
@gp_pulipaka
@kirkdborne
@iiot_world
@realcolinmac
@mikequindazzi
@chidambara09
@anvith64518557
@salahkhawaja
@charlyrere
@wil_bielert

Top hashtags:
#ai
#bigdata
#machinelearning
#datascience
#analytics
#iot
#iiot
#python

Description:
Description
The graph represents a network of 1,411 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, 03 July 2020 at 09:54 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, 4-hour, 3-minute period from Tuesday, 30 June 2020 at 19:31 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


Overall Graph Metrics
Vertices : 1411
Unique Edges : 1494
Edges With Duplicates : 10716
Total Edges : 12210
Number of Edge Types : 5
Retweet : 4528
MentionsInRetweet : 6271
Tweet : 308
Mentions : 1097
Replies to : 6
Self-Loops : 349
Reciprocated Vertex Pair Ratio : 0.0126165660998354
Reciprocated Edge Ratio : 0.0249187432286024
Connected Components : 51
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 1295
Maximum Edges in a Connected Component : 12037
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.471157
Graph Density : 0.00185573332127006
Modularity : 0.222466
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,411 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, 03 July 2020 at 09:54 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, 4-hour, 3-minute period from Tuesday, 30 June 2020 at 19:31 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 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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
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
[41] https://www.machinedesign.com/automation-iiot/article/21135512/a-systems-engineering-approach-to-ai
[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
[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://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.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 G1:
[38] 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/
[28] 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
[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
[26] https://www.instagram.com/_chandan.negi_/
[24] http://www.freecoursesitenet.com/2020/06/deployment-of-machine-learning-models.html
[23] https://bintadiaz.me/linear-programming-for-data-science-and-business-analysis-learn-mathematical-optimization-of-linear-programming-for-data-science-and-business-analytics/
[22] 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
[22] 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/
[21] 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/

Top URLs in Tweet in G2:
[3] http://deepsingularity.io/4-books-with-jupyter-notebooks-for-data-science/
[2] https://www.cbronline.com/interview/motor-oil-group-cio-nick-giannakakis-interview
[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://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
[1] https://twitter.com/i/web/status/1277450228925374464

Top URLs in Tweet in G3:
[31] https://engage.bah.com/Article/Redirect/ca871c79-6319-41ec-80c6-b4289cd04801?uc=30185&g=7591938c-9bcb-4c04-ba1d-e30de9c5782d&f=146212
[24] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-june-29-1
[20] https://www.datasciencecentral.com/profiles/blogs/rule-of-thumb-which-ai-ml-algorithms-to-apply-to-business-1
[12] 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
[9] https://datamakespossible.westerndigital.com/data-matters-kirk-borne/?utm_medium=socpd1&utm_source=tw&utm_campaign=datamakespossible
[8] https://www.iotcentral.io/blog/artificial-intelligence-ai-is-devouring-the-internet-of-things-io
[7] https://engage.bah.com/Article/Redirect/13aad82d-8a5f-4ee3-a3ff-66b17f2786e7?uc=30185&g=75cee507-8a51-43f4-90fa-3beae23d06e8&f=144801
[6] https://www.datasciencecentral.com/profiles/blogs/how-to-flourish-in-industry-4-0-the-fourth-industrial-revolution
[5] https://www.datasciencecentral.com/profiles/blogs/top-down-learning-path-machine-learning-for-software-engineers
[5] https://engage.bah.com/Article/Redirect/45f1ae1f-5b26-4890-9a87-a7a175d90397?uc=30185&g=0b2c4513-5d43-4f49-b993-4969a47650f2&f=79445

Top URLs in Tweet in G4:
[4] https://www.dxlatest.com/how-data-science-is-driving-digital-transformation/
[3] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-june-29-1
[3] https://www.datasciencecentral.com/profiles/blogs/top-down-learning-path-machine-learning-for-software-engineers
[3] https://engage.bah.com/Article/Redirect/ca871c79-6319-41ec-80c6-b4289cd04801?uc=30185&g=7591938c-9bcb-4c04-ba1d-e30de9c5782d&f=146212
[3] https://hexabitz.com/
[3] https://facebook.com/pg/HexabitzInc
[3] https://youtube.com/channel/UCET7EqKQIWUljX3mgNB8WSw
[3] https://instagram.com/hexabitz_inc
[3] https://www.machinedesign.com/automation-iiot/article/21135512/a-systems-engineering-approach-to-ai
[2] https://www.gsma.com/iot/the-gsma-iot-infographic/

Top URLs in Tweet in G5:
[17] https://www.machinedesign.com/automation-iiot/article/21135512/a-systems-engineering-approach-to-ai
[10] https://www.technative.io/turning-science-fiction-into-science-fact/
[10] https://www.i-scoop.eu/industry-4-0/
[6] https://iiot-world-days.iseated.com/session/40487
[5] https://www.forbes.com/sites/louiscolumbus/2020/06/21/why-ai-is-the-future-of-remote-security-monitoring/#37613e8a436a
[4] https://www.engadget.com/mit-robot-uvc-light-disinfects-coronavirus-040003303.html
[3] https://iiot-world.com/video/safe-skill-aligned-on-the-job-training-with-autonomous-systems/
[3] https://us02web.zoom.us/webinar/register/WN_9YnMBTQrTXCK0AjhF7hksQ
[3] https://iiot-world-days.iseated.com/session/40483
[2] https://iiot-world.com/artificial-intelligence-ml/the-beginners-guide-to-ai-in-manufacturing/

Top URLs in Tweet in G6:
[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://bintadiaz.me/mastering-probability-and-statistics-in-python-learning-statistics-probability-bayes-classifier-and-statistical-and-probabilistic-foundations-for-machine-learning/
[1] https://techcrunch.com/2020/06/22/4-enterprise-developer-trends-that-will-shape-2021/
[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.manufacturingtomorrow.com/content.php?post=15451#.XvzlvM1UDVs.email
[1] https://www.datasciencecentral.com/profiles/blogs/rule-of-thumb-which-ai-ml-algorithms-to-apply-to-business-1
[1] http://www.freecoursesitenet.com/2020/06/deployment-of-machine-learning-models.html
[1] 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/

Top URLs in Tweet in G7:
[8] https://www.machinedesign.com/automation-iiot/article/21135512/a-systems-engineering-approach-to-ai
[6] https://twinybots.ch/
[3] https://iiot-world.com/smart-cities/ai-putting-the-smart-in-smart-lighting-solutions/
[2] https://blogs.3ds.com/exalead/2020/06/29/digital-manufacturing-and-the-iiot-part-5-5/
[2] https://www.iotworldtoday.com/2020/06/30/ai-edge-computing-architecture-drive-embedded-iot-development/
[2] https://www.biometricupdate.com/202006/edge-ai-chips-enabling-faster-secure-processing-of-biometric-data-for-smart-cities
[1] https://twitter.com/i/web/status/1278095579307020288
[1] https://www.industryweek.com/technology-and-iiot/article/21125884/ai-growth-unearths-potential
[1] https://www.machinedesign.com/automation-iiot/article/21135495/for-machine-builders-its-open-season
[1] https://www.digitaltrends.com/news/third-wave-automation-autonomous-forklifts/?amp&__twitter_impression=true

Top URLs in Tweet in G8:
[2] https://www.machinedesign.com/automation-iiot/article/21135436/special-delivery-machine-learning-tips-from-amazon-web-services
[1] https://www.edgeir.com/flicq-offers-new-credit-card-sized-edge-ai-solution-for-iiot-customers-20200701?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.edgeir.com/flicq-offers-new-credit-card-sized-edge-ai-solution-for-iiot-customers-20200701
[1] https://www.machinedesign.com/automation-iiot/article/21134901/at-the-edge-vision-ai-software-improves-quality-inspections?utm_content=133546837&utm_medium=social&utm_source=twitter&hss_channel=tw-545404505
[1] https://twitter.com/AWSOpen/status/1278686151998652418
[1] https://www.machinedesign.com/automation-iiot/article/21135512/a-systems-engineering-approach-to-ai

Top URLs in Tweet in G9:
[3] https://futureiot.tech/hitachi-and-microsoft-push-for-industry-4-0-in-new-alliance/
[3] https://wp.me/p2POui-1Rg
[2] https://www.datasciencecentral.com/profiles/blogs/top-down-learning-path-machine-learning-for-software-engineers
[2] https://www.datasciencecentral.com/profiles/blogs/rule-of-thumb-which-ai-ml-algorithms-to-apply-to-business-1
[2] https://engage.bah.com/Article/Redirect/45f1ae1f-5b26-4890-9a87-a7a175d90397?uc=30185&g=0b2c4513-5d43-4f49-b993-4969a47650f2&f=79445
[2] https://dy.si/FEKKR
[2] https://engage.bah.com/Article/Redirect/8fc5895b-4497-4c26-a1d2-ea9025bd3d85?uc=30185&g=257e61b1-47c3-4f64-94fe-69a1b230f797&f=63380
[2] https://www.datasciencecentral.com/profiles/blogs/how-to-flourish-in-industry-4-0-the-fourth-industrial-revolution
[2] https://www.iotcentral.io/blog/artificial-intelligence-ai-is-devouring-the-internet-of-things-io
[2] https://www.expresscomputer.in/guest-blogs/data-strategy-for-iot-and-industry-4-0/59411/

Top Domains
Top Domains in Tweet in Entire Graph:
[283] twitter.com
[244] bintadiaz.me
[153] datasciencecentral.com
[135] amazon.com
[133] bah.com
[103] couponed12.com
[61] instagram.com
[49] machinedesign.com
[41] medium.com
[37] dy.si

Top Domains in Tweet in G1:
[227] bintadiaz.me
[132] twitter.com
[116] amazon.com
[101] couponed12.com
[55] instagram.com
[47] datasciencecentral.com
[36] bah.com
[25] medium.com
[24] freecoursesitenet.com
[18] dxlatest.com

Top Domains in Tweet in G2:
[13] twitter.com
[8] github.com
[6] medium.com
[6] bintadiaz.me
[4] datasciencecentral.com
[3] deepsingularity.io
[3] mit.edu
[2] towardsdatascience.com
[2] cbronline.com
[2] amazon.com

Top Domains in Tweet in G3:
[76] datasciencecentral.com
[75] bah.com
[25] twitter.com
[15] dy.si
[13] iotcentral.io
[12] sas.com
[9] westerndigital.com
[8] amazon.com
[6] forbes.com
[4] medium.com

Top Domains in Tweet in G4:
[61] twitter.com
[11] datasciencecentral.com
[8] bah.com
[5] instagram.com
[4] dxlatest.com
[4] amazon.com
[3] forbes.com
[3] medium.com
[3] hexabitz.com
[3] facebook.com

Top Domains in Tweet in G5:
[17] machinedesign.com
[12] twitter.com
[11] iseated.com
[10] technative.io
[10] i-scoop.eu
[9] forbes.com
[6] iiot-world.com
[5] datasciencecentral.com
[4] engadget.com
[3] zoom.us

Top Domains in Tweet in G6:
[3] bintadiaz.me
[2] amazon.com
[1] appexpanse.com
[1] medium.com
[1] techcrunch.com
[1] manufacturingtomorrow.com
[1] datasciencecentral.com
[1] freecoursesitenet.com

Top Domains in Tweet in G7:
[10] machinedesign.com
[9] twitter.com
[6] twinybots.ch
[3] iiot-world.com
[3] 3ds.com
[2] iotworldtoday.com
[2] biometricupdate.com
[1] industryweek.com
[1] digitaltrends.com
[1] tweetedtimes.com

Top Domains in Tweet in G8:
[4] machinedesign.com
[2] edgeir.com
[1] twitter.com

Top Domains in Tweet in G9:
[29] twitter.com
[12] bah.com
[9] datasciencecentral.com
[5] dy.si
[3] futureiot.tech
[3] wp.me
[2] amazon.com
[2] iotcentral.io
[2] expresscomputer.in
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3411] ai
[3101] bigdata
[2990] machinelearning
[2907] datascience
[2668] analytics
[2545] iot
[2289] iiot
[1008] python
[809] rstats
[382] deeplearning



Top Hashtags in Tweet in G1:
[2026] machinelearning
[1982] bigdata
[1966] ai
[1962] datascience
[1907] analytics
[1487] iot
[1365] iiot
[670] python
[546] rstats
[279] deeplearning

Top Hashtags in Tweet in G2:
[496] ai
[486] bigdata
[483] datascience
[480] analytics
[465] machinelearning
[445] iot
[406] iiot
[233] python
[185] rstats
[68] javascript

Top Hashtags in Tweet in G3:
[208] bigdata
[183] ai
[173] datascience
[165] iot
[152] machinelearning
[103] iiot
[59] datascientists
[59] analytics
[47] iotpl
[45] timeseries

Top Hashtags in Tweet in G4:
[345] ai
[239] bigdata
[214] iot
[195] iiot
[159] machinelearning
[150] infographic
[135] ml
[131] cybersecurity
[129] infographics
[128] softwareengineer

Top Hashtags in Tweet in G5:
[194] ai
[136] iot
[110] bigdata
[107] machinelearning
[99] iiot
[94] datascience
[86] analytics
[54] artificialintelligence
[46] iiotworlddays
[35] ml

Top Hashtags in Tweet in G6:
[132] ai
[99] google
[98] nlp
[34] machinelearning
[33] datascience
[31] iiot
[30] bigdata
[28] iot
[24] analytics
[18] python

Top Hashtags in Tweet in G7:
[22] iiot
[17] ai
[9] iot
[6] manufacturing
[5] artificialintelligence
[5] machinelearning
[4] internetofthings
[4] remote
[4] connectivity
[3] ml

Top Hashtags in Tweet in G8:
[6] iiot
[6] ai
[4] edgeai
[4] iot
[3] edgeanalytics
[3] sensors
[2] edgecomputing
[2] machinelearning
[2] automation
[1] edgecomputingnews

Top Hashtags in Tweet in G9:
[50] ai
[44] iiot
[43] bigdata
[42] iot
[34] machinelearning
[33] datascience
[25] iotpl
[22] industry40
[14] edgeanalytics
[9] edgecomputing

Top Hashtags in Tweet in G10:
[2] augmentedreality
[2] ar
[2] vr
[2] xr
[2] mixedreality
[2] ai
[1] healthtech
[1] mr
[1] medtech
[1] iot

Top Words
Top Words in Tweet in Entire Graph:
[3411] #ai
[3101] #bigdata
[2990] #machinelearning
[2907] #datascience
[2668] #analytics
[2545] #iot
[2289] #iiot
[1828] gp_pulipaka
[1008] #python
[809] #rstats

Top Words in Tweet in G1:
[2026] #machinelearning
[1982] #bigdata
[1966] #ai
[1962] #datascience
[1907] #analytics
[1487] #iot
[1365] #iiot
[1190] gp_pulipaka
[670] #python
[546] #rstats

Top Words in Tweet in G2:
[496] #ai
[486] #bigdata
[483] #datascience
[480] #analytics
[465] #machinelearning
[445] #iot
[417] gp_pulipaka
[406] #iiot
[233] #python
[185] #rstats

Top Words in Tweet in G3:
[256] kirkdborne
[208] #bigdata
[183] #ai
[173] #datascience
[165] #iot
[152] #machinelearning
[103] #iiot
[62] datasciencectrl
[59] #datascientists
[59] #analytics

Top Words in Tweet in G4:
[345] #ai
[239] #bigdata
[214] #iot
[195] #iiot
[160] rvp
[159] #machinelearning
[150] #infographic
[142] mikequindazzi
[137] languages
[135] #ml

Top Words in Tweet in G5:
[194] #ai
[136] #iot
[110] #bigdata
[107] #machinelearning
[99] #iiot
[94] #datascience
[86] #analytics
[79] gp_pulipaka
[70] iiot_world
[54] #artificialintelligence

Top Words in Tweet in G6:
[132] #ai
[101] realcolinmac
[99] human
[98] #google's
[98] system
[98] duplex
[98] sounds
[98] mimic
[98] exactly
[98] #nlp

Top Words in Tweet in G7:
[22] #iiot
[17] #ai
[15] ai
[14] gt
[10] smart
[9] #iot
[7] data
[7] edge
[6] #manufacturing
[5] solutions

Top Words in Tweet in G8:
[8] awscloud
[6] #iiot
[6] #ai
[6] machinedesign
[5] credit
[5] card
[5] edge
[5] ai
[5] solution
[5] during

Top Words in Tweet in G9:
[50] #ai
[44] #iiot
[43] #bigdata
[42] #iot
[41] kirkdborne
[34] #machinelearning
[33] #datascience
[28] gt
[25] #iotpl
[22] #industry40

Top Words in Tweet in G10:
[2] future
[2] visits
[2] doctor
[2] take
[2] place
[2] home
[2] #augmentedreality
[2] #ar
[2] #vr
[2] #xr

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2459] #bigdata,#analytics
[2230] #analytics,#datascience
[1923] #datascience,#ai
[1911] #iot,#iiot
[1483] #ai,#machinelearning
[1017] #machinelearning,#iot
[728] #python,#rstats
[707] #ai,#iot
[686] #iiot,#python
[286] #machinelearning,#bigdata

Top Word Pairs in Tweet in G1:
[1727] #bigdata,#analytics
[1552] #analytics,#datascience
[1319] #datascience,#ai
[1210] #iot,#iiot
[1034] #ai,#machinelearning
[691] #machinelearning,#iot
[475] #python,#rstats
[457] #iiot,#python
[433] #ai,#iot
[178] #iiot,#pytorch

Top Word Pairs in Tweet in G2:
[477] #bigdata,#analytics
[445] #analytics,#datascience
[397] #iot,#iiot
[380] #datascience,#ai
[257] #ai,#machinelearning
[210] #machinelearning,#iot
[183] #python,#rstats
[169] #ai,#iot
[167] #iiot,#python
[72] #machinelearning,#bigdata

Top Word Pairs in Tweet in G3:
[107] #bigdata,#datascience
[77] #iot,#iiot
[62] #datascience,#ai
[58] #bigdata,#analytics
[57] #datascientists,datasciencectrl
[55] #ai,#machinelearning
[48] #analytics,#datascience
[36] #datascience,#iot
[34] #iiot,#iotpl
[34] building,#timeseries

Top Word Pairs in Tweet in G4:
[128] 17,easiest
[128] easiest,coding
[128] coding,languages
[128] languages,#infographics
[128] #infographics,#softwareengineer
[127] sheena2804,17
[125] #ai,#ml
[106] tweet,below
[106] below,endorsed
[106] endorsed,rvp

Top Word Pairs in Tweet in G5:
[77] #bigdata,#analytics
[75] #analytics,#datascience
[71] #iot,#iiot
[63] #datascience,#ai
[47] #ai,#machinelearning
[40] #machinelearning,#iot
[37] #ai,#iot
[22] droplets,designed
[22] designed,make
[22] make,testing

Top Word Pairs in Tweet in G6:
[98] #google's,#ai
[98] #ai,system
[98] system,duplex
[98] duplex,sounds
[98] sounds,mimic
[98] mimic,human
[98] human,exactly
[98] ty,mt
[96] exactly,wef
[96] wef,ty

Top Word Pairs in Tweet in G7:
[9] gt,gt
[8] #iot,#iiot
[4] stackpath,#artificialintelligence
[4] happy,mid
[4] mid,summer
[4] summer,expecting
[4] expecting,re
[4] re,incredibly
[4] incredibly,adaptable
[4] adaptable,using

Top Word Pairs in Tweet in G8:
[5] credit,card
[5] during,collision
[5] collision,conference
[5] conference,swami
[5] swami,sivasubramaniam
[5] sivasubramaniam,awscloud
[5] awscloud,shared
[5] shared,tips
[5] tips,avoiding
[4] flicq,offers

Top Word Pairs in Tweet in G9:
[32] #iot,#iiot
[24] #iiot,#iotpl
[22] #bigdata,#datascience
[14] #ai,#machinelearning
[13] #datascience,#ai
[13] gt,gt
[6] #datascience,#machinelearning
[6] #machinelearning,#ai
[6] #iotpl,#edgeanalytics
[6] #iotpl,#industry40

Top Word Pairs in Tweet in G10:
[2] future,visits
[2] visits,doctor
[2] doctor,take
[2] take,place
[2] place,home
[2] home,#augmentedreality
[2] #augmentedreality,#ar
[2] #ar,#vr
[2] #vr,#xr
[2] #xr,#mixedreality

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@kirkdborne
@charlyrere
@wil_bielert
@sheena2804
@mikequindazzi
@realcolinmac
@salahkhawaja
@heptagontech
@rvp

Top Mentioned in G1:
@gp_pulipaka
@charlyrere
@kirkdborne
@couponed_code
@cdwgwagov
@chandan_negi_ds
@wil_bielert
@ceo_aisoma
@dayus4heaven
@vidbullet

Top Mentioned in G2:
@gp_pulipaka
@kirkdborne
@charlyrere
@iiot_world
@ceo_aisoma
@usatoday
@prayingmantisin
@chandan_negi_ds
@iotbrand
@edkwedar

Top Mentioned in G3:
@kirkdborne
@datasciencectrl
@gp_pulipaka
@boozallen
@s
@usairforce
@tableau
@nvidiaai
@nvidia
@darpa

Top Mentioned in G4:
@mikequindazzi
@sheena2804
@wil_bielert
@rvp
@7gtech
@5gaiot
@c4isrt
@heptagontech
@gp_pulipaka
@fisher85m

Top Mentioned in G5:
@gp_pulipaka
@iiot_world
@ipfconline1
@hana_elsayyed
@ingliguori
@kirkdborne
@hitachivantara
@darioandriani
@s
@jblefevre60

Top Mentioned in G6:
@realcolinmac
@wef
@salahkhawaja
@gp_pulipaka
@charlyrere
@fisheyebox
@geoworldmedia
@haroldsinnott
@mikequindazzi
@r_demidchuk

Top Mentioned in G7:
@powelectrics

Top Mentioned in G8:
@awscloud
@machinedesign
@edge_ir
@flicqinc
@ns1
@cisco
@edge_micro
@fedwireless
@clearblade
@trilogynetworks

Top Mentioned in G9:
@kirkdborne
@iiot_report
@crigatuso
@microsoft
@hitachiglobal
@debkrier
@gp_pulipaka
@rlingle
@expcomputer

Top Mentioned in G10:
@digitalmeddoc
@kevin_jackson
@tamaramccleary
@johnnosta
@heinzvhoenen
@irmaraste
@gil_bashe
@mclynd
@ahier
@akwyz

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@clairebotai
@chidambara09
@evankirstel
@cybersec_feeds
@aaroncuddeback
@thomasclone
@codernotesbot
@femtech_
@cipherequality

Top Tweeters in G1:
@sectest9
@clairebotai
@chidambara09
@aaroncuddeback
@codernotesbot
@femtech_
@cipherequality
@fintechna
@taieb_bot
@xaelbot

Top Tweeters in G2:
@thomasclone
@tess_blue815
@ds41744
@trippbraden
@justbementalist
@yvesmulkers
@dariosailor86
@abdoul_official
@iamjuniorpeter
@silentseawolf

Top Tweeters in G3:
@tmobile
@jacobussystems
@sshin6591
@fmfrancoise
@cristobalvega
@mitch_m
@stc_ksa
@att
@trovolavorobiz
@analyticbridge

Top Tweeters in G4:
@cybersec_feeds
@rvp
@calcaware
@njdoc
@ele9061
@entwistletx
@caring_mobile
@2601manish
@donaldndoro
@lkafle

Top Tweeters in G5:
@evankirstel
@johnapp63499667
@mabelinr1994
@marshacollier
@nicochan33
@shicooks
@ssxman2
@rwang0
@bernardo_pirola
@kuriharan

Top Tweeters in G6:
@itknowingness
@digitaldecoded1
@newsneus
@wef
@ccprakay
@jayeshmthakur
@savagepunk
@psb_dc
@lazybot6
@ancarrillo964

Top Tweeters in G7:
@maxversace
@cloudresdfw
@cioamaro
@igent_io
@sogatecniai
@keynode
@netvibes
@kyield
@navishaacloud
@kosaeruogun

Top Tweeters in G8:
@mrtallerjerry
@dicerod
@schneiderelecde
@azure
@awscloud
@cisco
@lenovodc
@_one
@digitalrealty
@avevagroup

Top Tweeters in G9:
@smartecocity
@mky110987
@datazifu
@rlingle
@youngapp_pf
@microsoft
@expcomputer
@ibm
@joseph_finn1
@bicmagazine

Top Tweeters in G10:
@akwyz
@mclynd
@johnnosta
@kevin_jackson
@ahier
@irmaraste
@dewi_dewicindy
@gil_bashe
@digitalmeddoc