iiot ai, Twitter, 8/14/2020 10:29:42 PM, 232647


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iiot ai_2020-08-14_02-52-49.xlsx
iiot ai_2020-08-14_02-52-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2020
Short Description:
iiot ai via NodeXL https://bit.ly/3ao1r5h
@gp_pulipaka
@kirkdborne
@ingliguori
@mikequindazzi
@datasciencebot_
@techtrendingnow
@chidambara09
@r_demidchuk
@anvith64518557
@hubofml

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

Description:
Description
The graph represents a network of 1,418 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, 14 August 2020 at 10:00 UTC.

The requested start date was Friday, 14 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 16-hour, 5-minute period from Tuesday, 11 August 2020 at 07:29 UTC to Thursday, 13 August 2020 at 23:35 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 : 1418
Unique Edges : 1652
Edges With Duplicates : 16613
Total Edges : 18265
Number of Edge Types : 5
Retweet : 6862
MentionsInRetweet : 9560
Mentions : 1303
Tweet : 536
Replies to : 4
Self-Loops : 612
Reciprocated Vertex Pair Ratio : 0.0134519418528965
Reciprocated Edge Ratio : 0.0265467779918647
Connected Components : 65
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 1338
Maximum Edges in a Connected Component : 18168
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.32261
Graph Density : 0.00232468324884313
Modularity : 0.170999
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,418 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, 14 August 2020 at 10:00 UTC.

The requested start date was Friday, 14 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 16-hour, 5-minute period from Tuesday, 11 August 2020 at 07:29 UTC to Thursday, 13 August 2020 at 23:35 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:
[61] https://www.run.ai/guides/machine-learning-operations/
[53] https://www.datasciencecentral.com/page/search?q=predictive+modeling
[47] https://new.siemens.com/global/en/products/automation/industrial-communication/5g.html
[45] https://www.cbinsights.com/research/internet-of-medical-things-5g-edge-computing-changing-healthcare/?utm_source=CB+Insights+Newsletter&utm_campaign=d3ca023528-newsletter_general_Sat_20200725&utm_medium=email&utm_term=0_9dc0513989-d3ca023528-90603942
[35] https://www.iotcentral.io/blog/why-the-nvidia-jetson-nano-is-responsible-for-the-biggest-industr
[31] https://datamakespossible.westerndigital.com/ai-and-5g-convergence-internet-of-context/?utm_medium=socpd1&utm_source=tw&utm_campaign=corporateblog&utm_content=kdb&utm_term=ai5g
[29] https://giftcourse.me/coupon/mighty-data-science-bundle/
[29] https://www.couponed12.com/2020/08/choosing-appropriate-distribution.html
[29] https://www.datasciencecentral.com/profiles/blogs/top-career-options-that-survived-the-coronavirus-impact
[28] https://www.couponed12.com/2020/08/deep-learning-in-practice-i-basics-and.html

Top URLs in Tweet in G1:
[26] https://www.datasciencecentral.com/page/search?q=predictive+modeling
[24] https://www.gsma.com/iot/the-gsma-iot-infographic/
[21] https://www.iotcentral.io/blog/why-the-nvidia-jetson-nano-is-responsible-for-the-biggest-industr
[19] https://engage.bah.com/Article/Redirect/12db9ac5-ece8-4f84-877d-26a38c51dd14?uc=30185&g=db6b4dd4-f82a-4b76-b386-a9416b786597&f=132241
[16] https://new.siemens.com/global/en/products/automation/industrial-communication/5g.html
[16] https://data-flair.training/blogs/data-science-applications/
[15] https://datamakespossible.westerndigital.com/ai-and-5g-convergence-internet-of-context/?utm_medium=socpd1&utm_source=tw&utm_campaign=corporateblog&utm_content=kdb&utm_term=ai5g
[14] https://www.cbinsights.com/research/internet-of-medical-things-5g-edge-computing-changing-healthcare/?utm_source=CB+Insights+Newsletter&utm_campaign=d3ca023528-newsletter_general_Sat_20200725&utm_medium=email&utm_term=0_9dc0513989-d3ca023528-90603942
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232492
[13] https://dzone.com/articles/infographic-impact-of-iot-on-application-developme

Top URLs in Tweet in G2:
[12] https://www.visualcapitalist.com/aiot-when-ai-meets-iot-technology/?utm_content=buffer58b56&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.datasciencecentral.com/page/search?q=predictive+modeling
[4] https://techhq.com/2020/08/why-ai-and-iot-will-play-a-big-role-in-retail-of-tomorrow/?utm_content=buffer50547&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://medium.com/onetech-ai/best-examples-of-iot-2214554abb6e?utm_content=buffer8ba68&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.iotworldtoday.com/2020/07/31/iot-automation-trend-rides-next-wave-of-machine-learning-big-data/
[3] https://www.informationweek.com/big-data/iot-and-predictive-analytics-what-were-driving-toward/a/d-id/1334864
[3] https://www.iotcentral.io/blog/artificial-intelligence-of-things-aiot
[2] https://live24x7.news/how-edge-ai-iot-solutions-can-improve-business-performance/?utm_content=buffer20048&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.iotcentral.io/blog/why-the-nvidia-jetson-nano-is-responsible-for-the-biggest-industr
[2] https://www.run.ai/guides/machine-learning-operations/

Top URLs in Tweet in G3:
[23] https://giftcourse.me/coupon/mighty-data-science-bundle/
[20] https://www.couponed12.com/2020/08/logistic-regression-practical-case-study.html
[20] https://www.couponed12.com/2020/08/choosing-appropriate-distribution.html
[19] https://www.couponed12.com/2020/08/start-grow-your-career-in-machine.html
[18] https://www.couponed12.com/2020/08/deep-learning-in-practice-i-basics-and.html
[16] https://github.com/Vinohith/Self_Driving_Car_specialization/find/master
[15] https://www.couponed12.com/2020/08/take-off-master-data-science-with.html
[12] https://giftcourse.me/coupon/tensorflow-bundle/
[11] https://www.couponed12.com/2020/08/data-structures.html
[10] https://www.couponed12.com/2020/08/artificial-neural-network-for-regression.html

Top URLs in Tweet in G4:
[18] https://www.datasciencecentral.com/page/search?q=predictive+modeling
[11] https://internetofthingsagenda.techtarget.com/blog/IoT-Agenda/5-benefits-of-geospatial-visualization-when-analyzing-IoT-data
[10] https://datamakespossible.westerndigital.com/ai-and-5g-convergence-internet-of-context/?utm_medium=socpd1&utm_source=tw&utm_campaign=corporateblog&utm_content=kdb&utm_term=ai5g
[9] https://www.iotcentral.io/blog/why-the-nvidia-jetson-nano-is-responsible-for-the-biggest-industr
[9] https://www.datasciencecentral.com/profiles/blogs/top-career-options-that-survived-the-coronavirus-impact
[9] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-august-10-1
[9] https://datamakespossible.westerndigital.com/busting-bias-more-data-variety/?utm_medium=socnpd1&utm_source=tw&utm_campaign=DMP&utm_content=Kirk-borne&utm_term=busting-bias-more-data-variety
[8] https://www.datasciencecentral.com/profiles/blogs/don-t-buy-data-invest-in-it
[8] https://www.iotworldtoday.com/2020/02/03/how-las-vegas-turns-a-smart-city-pilot-into-a-smart-city-project/
[7] https://www.iotforall.com/how-do-self-driving-cars-work/

Top URLs in Tweet in G5:
[40] https://www.run.ai/guides/machine-learning-operations/
[27] https://www.cbinsights.com/research/internet-of-medical-things-5g-edge-computing-changing-healthcare/?utm_source=CB+Insights+Newsletter&utm_campaign=d3ca023528-newsletter_general_Sat_20200725&utm_medium=email&utm_term=0_9dc0513989-d3ca023528-90603942
[26] https://new.siemens.com/global/en/products/automation/industrial-communication/5g.html
[16] https://www.industrialautomationindia.in/articleitm/4087/OT-IT-Convergence-in-a-Legacy-World/articles
[13] https://lp.servicemax.com/IG-EN-Internet-of-Things-Top-10-TY.html
[13] https://101blockchains.com/when-to-use-blockchain/
[11] https://www.amazon.com/gp/product/6134959219/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=6134959219&linkCode=as2&tag=verbaladdicti-20&linkId=2dc498fffb125959eeba6b398b240d5f
[10] https://blogs.sap.com/2015/09/01/driving-value-from-it-ot-convergence-in-oil-and-gas/
[10] https://iot-analytics.com/the-impact-of-covid-19-on-the-internet-of-things/
[9] https://www.wavestone.com/en/insight/2020-french-cybersecurity-startups-radar/

Top URLs in Tweet in G6:
[11] https://www.cam.ac.uk/research/discussion/preparing-for-the-future-artificial-intelligence-and-us
[11] https://aidaily.co.uk/articles/p3dvltkwc1phmgwsb7so56jobcms98
[9] https://www.businessinsider.com/smart-transportation-iot?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[5] https://www.forbes.com/sites/cognitiveworld/2020/08/09/the-changing-venture-capital-investment-climate-for-ai/
[4] https://www.run.ai/guides/machine-learning-operations/
[3] https://iiot-world.com/industrial-iot/connected-industry/7-ways-industries-benefit-from-ot-and-it-convergence/
[2] http://www.forbes.com/sites/tomcoughlin/2020/03/05/data-at-ai-speeds/
[2] https://www.industrialautomationindia.in/articleitm/4087/OT-IT-Convergence-in-a-Legacy-World/articles
[1] https://bigthink.com/technology-innovation/digital-afterlife?rebelltitem=1
[1] https://shanebarker.com/blog/deep-learning-chatbot/

Top URLs in Tweet in G7:
[26] https://smartsupplychains.ai/2020/08/11/your-first-warehouse-iiot-analytics-projet-should-be-your-dock-operations/
[2] https://www.industryweek.com/technology-and-iiot/article/21129334/what-will-manufacturings-new-normal-be-after-covid19?hsamp_network=twitter&hsamp=bdUuVTivQUsZl
[1] https://paper.li/PokePlay/1359824542?edition_id=131bcb10-dbba-11ea-8417-0cc47a0d1609
[1] http://i40today.com/news/highways-england-training-control-room-operators-virtually/
[1] https://venturebeat.com/2020/07/17/intel-vp-ai-aided-defect-detection-is-a-killer-app-for-industrial-iot/
[1] https://twitter.com/i/web/status/1293258934648737794
[1] http://www.cac.gov.cn/2020-08/05/c_1598183406589033.htm
[1] https://www.wsj.com/articles/qualcomms-5g-call-is-finally-connecting-11597152600?mod=djemheard_t
[1] https://twitter.com/i/web/status/1293270979146207232
[1] https://www.weforum.org/agenda/2020/01/what-are-the-cybersecurity-trends-for-2020/

Top URLs in Tweet in G8:
[2] https://iiot-world.com/the-x-factor-of-ot-it-et-data-contextualization/?utmsource=IWBanner
[1] https://www.youtube.com/watch?v=5inbfzgQ8-U&feature=youtu.be&t=350

[1] https://iiot-world.com/industrial-iot/connected-industry/achieving-cutting-edge-production-a-guide-to-machine-learning-in-manufacturing/
[1] https://lnkd.in/esD6tWa
[1] https://www.visualcapitalist.com/aiot-when-ai-meets-iot-technology/?utm_content=buffer58b56&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G9:
[1] https://zoom.us/webinar/register/6415959695853/WN_1jGqjfJoT4-Iv2y6YDGgYg

Top URLs in Tweet in G10:
[5] https://www.theinformation.com/articles/a-summer-slowdown-in-venture-capital-not-this-year
[1] https://sifted.eu/articles/stationf-startup-survey/
[1] https://www.iotworldtoday.com/2020/02/03/how-las-vegas-turns-a-smart-city-pilot-into-a-smart-city-project/
[1] https://www.cbinsights.com/research/internet-of-medical-things-5g-edge-computing-changing-healthcare/?utm_source=CB+Insights+Newsletter&utm_campaign=d3ca023528-newsletter_general_Sat_20200725&utm_medium=email&utm_term=0_9dc0513989-d3ca023528-90603942
[1] https://internetofthingsagenda.techtarget.com/blog/IoT-Agenda/5-benefits-of-geospatial-visualization-when-analyzing-IoT-data
[1] https://new.siemens.com/global/en/products/automation/industrial-communication/5g.html
[1] https://datamakespossible.westerndigital.com/ai-and-5g-convergence-internet-of-context/?utm_medium=socpd1&utm_source=tw&utm_campaign=corporateblog&utm_content=kdb&utm_term=ai5g
[1] https://forbes.com/sites/bernardmarr/2020/04/20/these-25-technology-trends-will-define-the-next-decade/#38b60f0d29e3
[1] https://github.com/Vinohith/Self_Driving_Car_specialization/find/master
[1] https://www.couponed12.com/2020/08/artificial-neural-network-for-regression.html

Top Domains
Top Domains in Tweet in Entire Graph:
[416] twitter.com
[193] couponed12.com
[193] datasciencecentral.com
[132] iotworldtoday.com
[92] westerndigital.com
[82] iotcentral.io
[64] amazon.com
[61] run.ai
[61] bah.com
[61] forbes.com

Top Domains in Tweet in G1:
[95] twitter.com
[84] datasciencecentral.com
[50] iotworldtoday.com
[50] iotcentral.io
[48] westerndigital.com
[39] bah.com
[35] couponed12.com
[35] nodexlgraphgallery.org
[27] iotforall.com
[25] techtarget.com

Top Domains in Tweet in G2:
[35] twitter.com
[12] visualcapitalist.com
[9] datasciencecentral.com
[7] medium.com
[5] bit.ly
[5] towardsdatascience.com
[5] iotcentral.io
[4] techhq.com
[4] iotworldtoday.com
[3] bah.com

Top Domains in Tweet in G3:
[132] couponed12.com
[120] twitter.com
[39] giftcourse.me
[22] medium.com
[20] github.com
[15] towardsdatascience.com
[13] kdnuggets.com
[10] couponos.me
[10] jadirectives.com
[9] marktechpost.com

Top Domains in Tweet in G4:
[69] datasciencecentral.com
[58] iotworldtoday.com
[31] westerndigital.com
[26] twitter.com
[24] amazon.com
[23] iotforall.com
[21] techtarget.com
[18] forbes.com
[17] iotcentral.io
[13] couponed12.com

Top Domains in Tweet in G5:
[120] twitter.com
[40] run.ai
[33] cbinsights.com
[26] siemens.com
[23] datasciencecentral.com
[16] industrialautomationindia.in
[15] amazon.com
[13] servicemax.com
[13] 101blockchains.com
[13] iotworldtoday.com

Top Domains in Tweet in G6:
[11] ac.uk
[11] co.uk
[9] businessinsider.com
[7] forbes.com
[4] run.ai
[3] twitter.com
[3] bah.com
[3] iiot-world.com
[2] industrialautomationindia.in
[2] iotcentral.io

Top Domains in Tweet in G7:
[26] smartsupplychains.ai
[9] twitter.com
[4] industryweek.com
[2] twinthread.com
[1] paper.li
[1] i40today.com
[1] venturebeat.com
[1] gov.cn
[1] wsj.com
[1] weforum.org

Top Domains in Tweet in G8:
[3] iiot-world.com
[1] youtube.com
[1] lnkd.in
[1] visualcapitalist.com

Top Domains in Tweet in G9:
[1] zoom.us

Top Domains in Tweet in G10:
[5] theinformation.com
[1] sifted.eu
[1] iotworldtoday.com
[1] cbinsights.com
[1] techtarget.com
[1] siemens.com
[1] westerndigital.com
[1] forbes.com
[1] github.com
[1] couponed12.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5335] bigdata
[5306] ai
[4954] iot
[4937] datascience
[4537] analytics
[4435] machinelearning
[4322] iiot
[2676] python
[1622] rstats
[488] algorithms



Top Hashtags in Tweet in G1:
[1149] iot
[1118] ai
[1068] bigdata
[938] datascience
[850] iiot
[812] machinelearning
[734] analytics
[407] python
[221] rstats
[166] infographic

Top Hashtags in Tweet in G2:
[740] bigdata
[725] datascience
[723] ai
[713] analytics
[675] machinelearning
[670] iot
[627] iiot
[444] python
[260] rstats
[83] javascript

Top Hashtags in Tweet in G3:
[2828] bigdata
[2796] analytics
[2796] datascience
[2672] ai
[2469] machinelearning
[2371] iot
[2225] iiot
[1673] python
[1055] rstats
[322] algorithms

Top Hashtags in Tweet in G4:
[262] iot
[232] bigdata
[223] ai
[198] iiot
[171] datascience
[161] iotpl
[150] machinelearning
[59] industry40
[55] edgeanalytics
[48] digitaltransformation

Top Hashtags in Tweet in G5:
[416] iot
[408] ai
[382] bigdata
[336] iiot
[299] machinelearning
[284] datascience
[244] analytics
[141] digitaltransformation
[130] cybersecurity
[129] python

Top Hashtags in Tweet in G6:
[104] ai
[74] bigdata
[44] iot
[44] fintech
[40] iiot
[25] robotics
[23] autonomousvehicles
[23] transportation
[23] selfdrivingcars
[21] insurtech

Top Hashtags in Tweet in G7:
[19] ai
[13] iiot
[11] iot
[3] industry40
[3] manufacturing
[3] dataopsnext
[2] bigdata
[2] artificialintelligence
[2] data
[2] cybersecurity

Top Hashtags in Tweet in G8:
[5] ai
[4] assetmanagement
[3] industrialautomation
[3] operations
[3] analytics
[2] ml
[2] iot
[2] abb
[2] iiot
[2] 4ir

Top Hashtags in Tweet in G9:
[10] fledge
[1] open
[1] edge
[1] opensource
[1] iiot
[1] usecase

Top Hashtags in Tweet in G10:
[8] startups
[8] iot
[6] venturecapital
[6] ai
[6] bigdata
[6] iiot
[5] machinelearning
[5] funding
[5] 5g
[3] ecosystem

Top Words
Top Words in Tweet in Entire Graph:
[5335] #bigdata
[5306] #ai
[4954] #iot
[4937] #datascience
[4537] #analytics
[4435] #machinelearning
[4322] #iiot
[2676] #python
[2331] gp_pulipaka
[1622] #rstats

Top Words in Tweet in G1:
[1149] #iot
[1118] #ai
[1068] #bigdata
[938] #datascience
[850] #iiot
[812] #machinelearning
[734] #analytics
[505] kirkdborne
[455] gp_pulipaka
[407] #python

Top Words in Tweet in G2:
[740] #bigdata
[725] #datascience
[723] #ai
[713] #analytics
[675] #machinelearning
[670] #iot
[640] gp_pulipaka
[627] #iiot
[444] #python
[260] #rstats

Top Words in Tweet in G3:
[2828] #bigdata
[2796] #analytics
[2796] #datascience
[2672] #ai
[2469] #machinelearning
[2371] #iot
[2225] #iiot
[1673] #python
[1106] gp_pulipaka
[1055] #rstats

Top Words in Tweet in G4:
[262] #iot
[236] kirkdborne
[232] #bigdata
[223] #ai
[198] #iiot
[171] #datascience
[161] #iotpl
[150] #machinelearning
[90] data
[59] #industry40

Top Words in Tweet in G5:
[416] #iot
[408] #ai
[382] #bigdata
[336] #iiot
[299] #machinelearning
[284] #datascience
[284] ingliguori
[271] rvp
[244] #analytics
[184] 7gtech

Top Words in Tweet in G6:
[104] #ai
[74] #bigdata
[59] ipfconline1
[44] #iot
[44] #fintech
[40] #iiot
[38] andi_staub
[33] jblefevre60
[33] pawlowskimario
[29] changing

Top Words in Tweet in G7:
[19] #ai
[13] #iiot
[11] #iot
[8] ai
[5] industrial
[4] latest
[4] one
[4] video
[4] iot
[4] operations

Top Words in Tweet in G8:
[9] virtual
[9] conference
[9] industrial
[8] optimizing
[8] operations
[8] asset
[8] management
[6] join
[6] harryforbes
[6] arc_advisory

Top Words in Tweet in G9:
[10] lf_edge's
[10] #fledge
[10] project
[10] stage
[10] integrates
[10] google
[10] osisoft
[10] dianomicsystems
[10] industry
[10] players

Top Words in Tweet in G10:
[8] #startups
[8] #iot
[6] #venturecapital
[6] #ai
[6] #bigdata
[6] #iiot
[6] aspenworldwide
[6] #
[5] #machinelearning
[5] seeking

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4280] #bigdata,#analytics
[4010] #analytics,#datascience
[3761] #iot,#iiot
[3743] #datascience,#ai
[2913] #ai,#machinelearning
[2577] #machinelearning,#iot
[1931] #iiot,#python
[1273] #python,#rstats
[901] #ai,#iot
[532] machine,learning

Top Word Pairs in Tweet in G1:
[688] #bigdata,#analytics
[669] #analytics,#datascience
[649] #datascience,#ai
[642] #iot,#iiot
[479] #ai,#machinelearning
[417] #machinelearning,#iot
[289] #iiot,#python
[231] gt,gt
[186] #python,#rstats
[159] #ai,#iot

Top Word Pairs in Tweet in G2:
[708] #bigdata,#analytics
[653] #analytics,#datascience
[644] #datascience,#ai
[619] #iot,#iiot
[532] #ai,#machinelearning
[513] #machinelearning,#iot
[322] #iiot,#python
[196] #python,#rstats
[98] gp_pulipaka,top
[95] 2020,#bigdata

Top Word Pairs in Tweet in G3:
[2643] #bigdata,#analytics
[2444] #analytics,#datascience
[2179] #datascience,#ai
[2161] #iot,#iiot
[1687] #ai,#machinelearning
[1502] #machinelearning,#iot
[1207] #iiot,#python
[815] #python,#rstats
[559] #ai,#iot
[275] #algorithms,#bigdata

Top Word Pairs in Tweet in G4:
[146] #iiot,#iotpl
[103] #iot,#iiot
[98] #bigdata,#datascience
[69] #datascience,#ai
[55] #ai,#machinelearning
[45] #ai,#bigdata
[29] #iotpl,#ai
[29] #analytics,#datascience
[28] #iotpl,#digitaltransformation
[28] #bigdata,#machinelearning

Top Word Pairs in Tweet in G5:
[211] #iot,#iiot
[206] #bigdata,#analytics
[202] #analytics,#datascience
[186] #datascience,#ai
[180] 7gtech,5gaiot
[180] 5gaiot,c4isrt
[179] rvp,7gtech
[179] c4isrt,endorse
[144] #ai,#machinelearning
[137] endorse,tweet

Top Word Pairs in Tweet in G6:
[23] #autonomousvehicles,changing
[23] changing,#transportation
[23] #transportation,industry
[23] industry,mt
[23] mt,mikequindazzi
[23] mikequindazzi,#iot
[23] #iot,#ai
[23] #ai,#robotics
[23] #robotics,#selfdrivingcars
[23] #selfdrivingcars,#iiot

Top Word Pairs in Tweet in G7:
[5] #ai,#iot
[3] #iiot,#ai
[3] #ai,#iiot
[3] predictive,operations
[3] manufacturing's,normal
[3] normal,covid
[3] covid,19
[3] 19,clear
[3] clear,manufacturing
[3] manufacturing,companies

Top Word Pairs in Tweet in G8:
[9] virtual,conference
[8] conference,optimizing
[8] optimizing,operations
[8] operations,asset
[8] asset,management
[8] management,industrial
[6] join,harryforbes
[6] harryforbes,arc_advisory
[6] arc_advisory,virtual
[5] crudinschi,join

Top Word Pairs in Tweet in G9:
[10] lf_edge's,#fledge
[10] #fledge,project
[10] project,stage
[10] stage,integrates
[10] integrates,google
[10] google,osisoft
[10] osisoft,dianomicsystems
[10] dianomicsystems,industry
[10] industry,players
[9] lf_edge,lf_edge's

Top Word Pairs in Tweet in G10:
[6] aspenworldwide,#startups
[5] #startups,seeking
[5] seeking,early
[5] early,stage
[5] stage,#funding
[5] #funding,ve
[5] ve,seen
[5] seen,surge
[5] surge,interest
[5] interest,#venturecapital

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gp_pulipaka
@kirkdborne
@ingliguori
@mikequindazzi
@pinakilaskar
@techopcode
@davidecamera
@7gtech
@rvp
@5gaiot

Top Mentioned in G1:
@gp_pulipaka
@kirkdborne
@mikequindazzi
@antgrasso
@fisher85m
@ingliguori
@rlingle
@heptagontech
@techopcode
@ronald_vanloon

Top Mentioned in G2:
@gp_pulipaka
@kirkdborne
@codeflawco
@cioamaro
@edkwedar
@wil_bielert
@davidecamera
@dayus4heaven
@usatoday
@pinakilaskar

Top Mentioned in G3:
@gp_pulipaka
@pinakilaskar
@davidecamera
@techopcode
@doxyaxone
@couponed_code
@thisisgulshan
@patri_vaquero_
@dayus4heaven
@fisheyebox

Top Mentioned in G4:
@kirkdborne
@gp_pulipaka
@iotforall
@couponed_code
@iotchannel
@datasciencectrl
@westerndigital
@iotworldtoday
@iotslam
@sassoftware

Top Mentioned in G5:
@ingliguori
@7gtech
@rvp
@5gaiot
@c4isrt
@iitkanpur
@carnegiemellon
@cmuengineering
@cmu_ece
@gp_pulipaka

Top Mentioned in G6:
@ipfconline1
@andi_staub
@jblefevre60
@pawlowskimario
@iiot_world
@mikequindazzi
@fabriziobustama
@fabri
@haroldsin
@automeme

Top Mentioned in G8:
@harryforbes
@arc_advisory
@crudinschi
@abb_automation
@fogoros
@iiot_world
@kirkdborne
@datachick
@karynbaum
@abbindustryserv

Top Mentioned in G9:
@lf_edge
@google
@osisoft
@dianomicsystems

Top Mentioned in G10:
@aspenworldwide
@kirkdborne
@joinstationf
@r_demidchuk
@pawlowskimario
@mikequindazzi
@pinakilaskar
@fisheyebox
@bernardmarr
@fisheyeboxindia

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@raymond_norman
@chidambara09
@cybersec_feeds
@evankirstel
@aaroncuddeback
@sudeepkhatri
@iam__network
@thomasclone
@femtech_

Top Tweeters in G1:
@chidambara09
@evankirstel
@thomasclone
@tmobile
@andrewmorrisuk
@mashable
@ssxman2
@2601manish
@websecurityit
@jacobussystems

Top Tweeters in G2:
@sudeepkhatri
@ggtidbegcypcxdo
@usatoday
@bayiskendr
@o_g_log
@hectorsmx
@viralvideovlogs
@yvesmulkers
@enrirosasdiaz
@hannaraptor

Top Tweeters in G3:
@raymond_norman
@aaroncuddeback
@femtech_
@itknowingness
@taieb_bot
@santchiweb
@xaelbot
@bot_innovation
@juandoming
@biconnections

Top Tweeters in G4:
@rwang0
@rulesbenitez
@bernardo_pirola
@maperez324
@jmarinpu
@smartecocity
@leimer
@trovolavorobiz
@___wj___
@jwilhelmi

Top Tweeters in G5:
@sectest9
@cybersec_feeds
@iam__network
@rvp
@tess_blue815
@calcaware
@nicochan33
@cybersecurityn8
@donaldndoro
@dataaugmented

Top Tweeters in G6:
@businessinsider
@gezgintrk
@akwyz
@shicooks
@bar_zie
@quinnqueens
@forbes
@vivekghosal
@datascience__
@ene3112

Top Tweeters in G7:
@rtehrani
@maxversace
@sefenizkapri
@peaceful1979
@lance_edelman
@dansar39
@einfochipsltd
@globaltechxxi
@hitachi_us
@plasmacomp

Top Tweeters in G8:
@datachick
@merckxcycling
@brizendinesean
@sallyeaves
@lyledal
@karynbaum
@arc_advisory
@fogoros
@crudinschi
@gregorianct1

Top Tweeters in G9:
@alejosangel
@google
@rexacz
@linuxfoundation
@kixthesky
@p_ensarguet
@asano1977
@osisoft
@lf_edge
@stateoftheedge

Top Tweeters in G10:
@wslightly
@hackingdom_io
@sim2ben
@appthisway
@joinstationf
@aspenworldwide
@ben2x11
@jobicap