iiot machinelearning, Twitter, 7/3/2020 5:22:38 PM, 230182


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iiot machinelearning_2020-07-03_03-31-13.xlsx
iiot machinelearning_2020-07-03_03-31-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 03, 2020
Short Description:
iiot machinelearning via NodeXL https://bit.ly/3dTgofP
@gp_pulipaka
@kirkdborne
@realcolinmac
@thecuriousluke
@wil_bielert
@wef
@salahkhawaja
@hubofml
@charlyrere
@anvith64518557

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

Description:
Description
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


Overall Graph Metrics
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 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
[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 Domains in Tweet in Entire Graph:
[272] bintadiaz.me
[220] twitter.com
[175] datasciencecentral.com
[168] amazon.com
[133] bah.com
[123] couponed12.com
[67] instagram.com
[44] medium.com
[36] dy.si
[34] blogspot.com

Top Domains in Tweet in G1:
[250] bintadiaz.me
[154] twitter.com
[135] amazon.com
[116] couponed12.com
[64] instagram.com
[35] datasciencecentral.com
[30] blogspot.com
[24] medium.com
[23] freecoursesitenet.com
[22] bah.com

Top Domains in Tweet in G2:
[124] datasciencecentral.com
[104] bah.com
[34] twitter.com
[24] dy.si
[21] iotcentral.io
[19] hannovermesse.digital
[18] dxlatest.com
[17] sas.com
[16] amazon.com
[14] bintadiaz.me

Top Domains in Tweet in G3:
[13] twitter.com
[9] github.com
[5] datasciencecentral.com
[5] medium.com
[3] towardsdatascience.com
[3] mit.edu
[3] amazon.com
[1] chi2innovations.com
[1] aithority.com
[1] syncedreview.com

Top Domains in Tweet in G4:
[4] amazon.com
[4] datasciencecentral.com
[3] bah.com
[1] twitter.com
[1] appexpanse.com
[1] medium.com
[1] metaboliccity.com
[1] iotforall.com

Top Domains in Tweet in G5:
[10] twitter.com
[10] metaboliccity.com
[9] amazon.com
[8] aisoma.de
[7] linkedin.com
[4] datasciencecentral.com
[3] bah.com
[3] hortidaily.com
[2] bintadiaz.me
[2] couponed12.com

Top Domains in Tweet in G6:
[5] twitter.com
[3] bintadiaz.me
[2] sas.com
[2] datasciencecentral.com
[2] moengage.com
[1] weforum.org
[1] marutitech.com
[1] bah.com

Top Domains in Tweet in G7:
[3] nodexlgraphgallery.org
[1] sas.com
[1] crayon.com
[1] bintadiaz.me
[1] amazon.com
[1] clickbank.net

Top Domains in Tweet in G8:
[14] technative.io

Top Domains in Tweet in G9:
[1] datasciencecentral.com
[1] westerndigital.com
[1] bintadiaz.me
[1] ibmbigdatahub.com
[1] twitter.com

Top Domains in Tweet in G10:
[2] machinedesign.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3598] machinelearning
[3470] bigdata
[3372] ai
[3244] datascience
[3063] analytics
[2697] iot
[2384] iiot
[1161] python
[905] rstats
[457] deeplearning



Top Hashtags in Tweet in G1:
[2376] machinelearning
[2287] bigdata
[2184] analytics
[2135] datascience
[2063] ai
[1692] iot
[1548] iiot
[767] python
[591] rstats
[339] deeplearning

Top Hashtags in Tweet in G2:
[471] bigdata
[407] machinelearning
[403] datascience
[386] ai
[349] iot
[230] iiot
[226] analytics
[84] python
[82] datascientists
[79] industry40

Top Hashtags in Tweet in G3:
[520] bigdata
[516] machinelearning
[516] datascience
[512] analytics
[510] ai
[473] iot
[426] iiot
[251] python
[195] rstats
[74] javascript

Top Hashtags in Tweet in G4:
[179] ai
[138] google
[138] nlp
[49] datascience
[48] machinelearning
[48] bigdata
[41] iiot
[35] analytics
[35] iot
[23] python

Top Hashtags in Tweet in G5:
[160] infographics
[160] softwareengineer
[113] ai
[107] machinelearning
[94] defstar5
[84] makeyourownlane
[80] developer
[62] iiot
[60] iot
[56] datascience

Top Hashtags in Tweet in G6:
[85] machinelearning
[82] bigdata
[69] ai
[67] datascience
[52] iot
[52] analytics
[47] artificialintelligence
[44] iiot
[18] infographic
[17] python

Top Hashtags in Tweet in G7:
[17] ai
[17] machinelearning
[14] iiot
[13] bigdata
[11] analytics
[11] datascience
[9] iot
[3] cybersecurity
[3] blockchain
[3] marketing

Top Hashtags in Tweet in G8:
[14] ai
[14] iot
[14] machinelearning
[14] futureofwork
[14] robotics
[14] ar
[1] mixedreality
[1] iiot
[1] ml
[1] virtualization

Top Hashtags in Tweet in G9:
[10] ai
[9] analytics
[9] iot
[8] iiot
[7] bigdata
[7] machinelearning
[6] datascience
[4] manufacturing
[4] supplychain
[3] python

Top Hashtags in Tweet in G10:
[2] machinelearning
[2] ai
[2] automation
[2] iot

Top Words
Top Words in Tweet in Entire Graph:
[3598] #machinelearning
[3470] #bigdata
[3372] #ai
[3244] #datascience
[3063] #analytics
[2697] #iot
[2384] #iiot
[1934] gp_pulipaka
[1161] #python
[905] #rstats

Top Words in Tweet in G1:
[2376] #machinelearning
[2287] #bigdata
[2184] #analytics
[2135] #datascience
[2063] #ai
[1692] #iot
[1548] #iiot
[1230] gp_pulipaka
[767] #python
[591] #rstats

Top Words in Tweet in G2:
[471] #bigdata
[411] kirkdborne
[407] #machinelearning
[403] #datascience
[386] #ai
[349] #iot
[230] #iiot
[226] #analytics
[158] gp_pulipaka
[84] #python

Top Words in Tweet in G3:
[520] #bigdata
[516] #machinelearning
[516] #datascience
[512] #analytics
[510] #ai
[473] #iot
[445] gp_pulipaka
[426] #iiot
[251] #python
[195] #rstats

Top Words in Tweet in G4:
[179] #ai
[141] realcolinmac
[139] human
[138] #google's
[138] system
[138] duplex
[138] sounds
[138] mimic
[138] exactly
[138] #nlp

Top Words in Tweet in G5:
[161] languages
[160] sheena2804
[160] 17
[160] easiest
[160] coding
[160] #infographics
[160] #softwareengineer
[130] wil_bielert
[113] #ai
[107] #machinelearning

Top Words in Tweet in G6:
[85] #machinelearning
[82] #bigdata
[69] #ai
[67] #datascience
[52] #iot
[52] #analytics
[47] #artificialintelligence
[45] gp_pulipaka
[44] #iiot
[30] gt

Top Words in Tweet in G7:
[17] #ai
[17] #machinelearning
[14] #iiot
[13] #bigdata
[11] #analytics
[11] #datascience
[9] #iot
[7] gp_pulipaka
[6] itox
[6] neo4j

Top Words in Tweet in G8:
[28] science
[14] turning
[14] fiction
[14] fact
[14] #ai
[14] #iot
[14] #machinelearning
[14] #futureofwork
[14] #robotics
[14] #ar

Top Words in Tweet in G9:
[10] #ai
[9] #analytics
[9] #iot
[8] #iiot
[7] #bigdata
[7] #machinelearning
[6] #datascience
[5] top
[4] crigatuso
[4] #manufacturing

Top Words in Tweet in G10:
[6] during
[6] collision
[6] conference
[6] swami
[6] sivasubramaniam
[6] awscloud
[6] shared
[6] tips
[6] avoiding
[5] machinedesign

Top Word Pairs
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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@kirkdborne
@realcolinmac
@charlyrere
@wil_bielert
@sheena2804
@wef
@salahkhawaja
@cdwgwagov
@couponed_code

Top Mentioned in G1:
@gp_pulipaka
@charlyrere
@couponed_code
@cdwgwagov
@kirkdborne
@chandan_negi_ds
@edkwedar
@thisisgulshan
@marcusborba
@vidbullet

Top Mentioned in G2:
@kirkdborne
@gp_pulipaka
@datasciencectrl
@r_demidchuk
@s
@boozallen
@bernardmarr
@cdwgwagov
@usairforce
@rtinsights

Top Mentioned in G3:
@gp_pulipaka
@kirkdborne
@iiot_world
@edkwedar
@usatoday
@iotbrand
@jamilahmed_16
@marcusborba
@twitter
@eelrekab

Top Mentioned in G4:
@realcolinmac
@wef
@salahkhawaja
@gp_pulipaka
@kirkdborne
@jamilahmed_16
@edkwedar
@r_demidchuk
@wissen_tech
@fisher85m

Top Mentioned in G5:
@sheena2804
@wil_bielert
@machine_ml
@ceo_aisoma
@heptagontech
@zone1gotti
@gasgangoe
@gp_pulipaka
@kirkdborne

Top Mentioned in G6:
@gp_pulipaka
@wissen_tech
@sabinevdl
@andi_staub
@mikequindazzi
@kirkdborne
@mvollmer1
@antgrasso
@iiot_world
@realcolinmac

Top Mentioned in G7:
@gp_pulipaka
@neo4j
@cyb3rward0g
@craigmullins
@fmfrancoise
@rimpq
@meetapollo
@medtronic
@aaaamhim

Top Mentioned in G8:
@technative

Top Mentioned in G9:
@crigatuso
@gp_pulipaka
@kirkdborne
@thejupaul
@datasciencectrl
@edkwedar
@charlyrere
@ibm

Top Mentioned in G10:
@awscloud
@machinedesign
@h_and_p_knows

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

Top Tweeters in G1:
@sectest9
@clairebotai
@cybersec_feeds
@aaroncuddeback
@codernotesbot
@cipherequality
@fintechna
@taieb_bot
@xaelbot
@biconnections

Top Tweeters in G2:
@chidambara09
@andrewmorrisuk
@websecurityit
@techjunkiejh
@jacobussystems
@dataaugmented
@sshin6591
@cristobalvega
@enriquen
@pvynckier

Top Tweeters in G3:
@thomasclone
@tess_blue815
@ds41744
@trippbraden
@dariosailor86
@abdoul_official
@silentseawolf
@foundrian_1
@cosseaton
@wynandbooysen

Top Tweeters in G4:
@itknowingness
@openmarketingtv
@digitaldecoded1
@wef
@ccprakay
@jayeshmthakur
@savagepunk
@procurementstar
@ancarrillo964
@ssdakduk

Top Tweeters in G5:
@femtech_
@bot_innovation
@codedailybot
@ganjasmokercb
@ene3112
@womencodersbot
@wil_bielert
@machine_ml
@wboricua98
@jesirok

Top Tweeters in G6:
@evankirstel
@calcaware
@njdoc
@johnapp63499667
@justbementalist
@2601manish
@yvesmulkers
@enrirosasdiaz
@newsneus
@ipfconline1

Top Tweeters in G7:
@fmfrancoise
@aaaamhim
@gdprai
@thomashilbig2
@rotnroll666
@neo4j
@craigmullins
@solutionsreview
@rimpq
@dagh

Top Tweeters in G8:
@xzpwedvhhh37i3c
@dinisguarda
@topcybernews
@technative
@domhalps
@technativewire
@intelligenthq
@thomas_harrer

Top Tweeters in G9:
@youngapp_pf
@ibm
@crigatuso
@skyfollow
@faseiginomikata
@johnmysak

Top Tweeters in G10:
@mrtallerjerry
@awscloud
@machinedesign
@stephenjmraz
@h_and_p_knows
@rehanabegg