digitaltransformation, Twitter, 11/24/2021 11:41:34 PM, 266933


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digitaltransformation_2021-11-24_05-04-01.xlsx
digitaltransformation_2021-11-24_05-04-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 24, 2021
Short Description:
digitaltransformation via NodeXL https://bit.ly/3CUiBDX
@chidambara09
@featsystems
@rpatoolsc
@mvollmer1
@botsecx
@haroldsinnott
@skodineya
@ipfconline1
@ingliguori
@globaliqx

Top hashtags:
#digitaltransformation
#ai
#machinelearning
#datascience
#bigdata

Description:
Description
The graph represents a network of 4,152 Twitter users whose tweets in the requested range contained "digitaltransformation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 24 November 2021 at 13:18 UTC.

The requested start date was Wednesday, 24 November 2021 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 2-day, 6-hour, 43-minute period from Sunday, 21 November 2021 at 18:17 UTC to Wednesday, 24 November 2021 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


Overall Graph Metrics
Vertices : 4152
Unique Edges : 4584
Edges With Duplicates : 12629
Total Edges : 17213
Number of Edge Types : 5
Mentions : 2383
Replies to : 69
Retweet : 4981
MentionsInRetweet : 7656
Tweet : 2124
Self-Loops : 2251
Reciprocated Vertex Pair Ratio : 0.0223486387647298
Reciprocated Edge Ratio : 0.0437201907790143
Connected Components : 973
Single-Vertex Connected Components : 648
Maximum Vertices in a Connected Component : 2551
Maximum Edges in a Connected Component : 15132
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.206721
Graph Density : 0.000437947259731272
Modularity : 0.348272
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,152 Twitter users whose tweets in the requested range contained "digitaltransformation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 24 November 2021 at 13:18 UTC.

The requested start date was Wednesday, 24 November 2021 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 2-day, 6-hour, 43-minute period from Sunday, 21 November 2021 at 18:17 UTC to Wednesday, 24 November 2021 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 : digitaltransformation
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:
[58] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2021/04/27/life-as-a-digital-journey-the-impact-of-digital-transformation-on-the-customer-experience/?sh=459353da7e20
[48] https://dev.to/ashokisaac/devops-in-3-sentences-17c4
[47] https://www.forrester.com/predictions/
[43] https://twinybots.ch/
[31] https://www.everestgrp.com/2021-05-https-www-everestgrp-com-2021-05-the-future-of-digital-transformation-may-hinge-on-a-simpler-development-approach-low-code-blog-html-.html
[29] https://www.forbes.com/sites/adigaskell/2021/11/11/how-technology-impacts-employee-wellbeing/
[25] https://www.rtinsights.com/ai-find-the-right-use-for-artificial-intelligence/
[24] https://iblmarket.com/product/buy-google-5-star-reviews/
[23] https://www.theemploymentlawsolicitors.co.uk/news/blog/artificial-intelligence/
[22] https://enterprisersproject.com/article/2021/11/digital-transformation-4-ways-create-sense-urgency

Top URLs in Tweet in G1:
[47] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2021/04/27/life-as-a-digital-journey-the-impact-of-digital-transformation-on-the-customer-experience/?sh=459353da7e20
[15] https://www.extremenetworks.com/gartnermq/?utm_campaign=22_Gartner-Wired-Wireless-MQ_000_0000_CHMK_LPO_PNR_ARP_WW_EN_PNR_00&utm_medium=social&utm_source=partner&utm_content=analyst-report
[12] https://www.forbes.com/sites/adigaskell/2021/11/11/how-technology-impacts-employee-wellbeing/
[10] https://www.raconteur.net/business-strategy/small-business-digital-transformation/
[5] https://intrfaxe.com/contact-us/
[5] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlLzY3REJWTD8=&uuid=3f4a55ea-439a-11ec-8e95-514c78685043&vid=
[3] https://powelectrics.co.uk/wp-content/uploads/2021/11/Powelectrics-Train-Rail-Infrastructure-Monitoring-Brochure-2021.pdf
[3] https://www.effekten.se/radio/
[2] https://www.techrepublic.com/article/how-to-beef-up-your-multi-cloud-security/#ftag=RSS56d97e7
[2] https://us02web.zoom.us/webinar/register/WN_bOStZcHFTvOoDy53DVF8tw

Top URLs in Tweet in G2:
[19] https://www.forrester.com/predictions/
[19] https://macanima.com
[16] https://www.alarabiya.net/technology/2021/11/22/%D8%BA%D9%88%D8%BA%D9%84-%D9%8A%D8%AA%D8%A8%D8%B9%D9%83-%D8%AD%D8%AA%D9%89-%D9%84%D9%88-%D8%A3%D9%88%D9%82%D9%81%D8%AA%D9%87-%D9%88%D9%87%D8%B0%D9%87-%D8%A7%D9%84%D8%B7%D8%B1%D9%8A%D9%82%D8%A9-%D8%A7%D9%84%D9%88%D8%AD%D9%8A%D8%AF%D8%A9-%D9%84%D9%84%D8%A7%D9%81%D9%84%D8%A7%D8%AA
[14] https://www.forbes.com/sites/adigaskell/2021/11/11/how-technology-impacts-employee-wellbeing/
[13] https://enterprisersproject.com/article/2021/11/digital-transformation-4-ways-create-sense-urgency
[13] https://dev.to/ashokisaac/devops-in-3-sentences-17c4
[10] https://scientya.com/tech-trends-shaping-the-future-of-urban-technology-fa881a6db984
[10] https://www.information-age.com/fixing-blind-spots-in-your-digital-transformation-efforts-123497769/
[10] https://www.consultancy.eu/news/7079/digital-transformation-trends-in-the-retail-banking-industry
[10] https://www.forbes.com/sites/joemckendrick/2021/07/13/avoiding-the-seven-traps-that-trip-up-digital-transformation/?sh=468ce72f779c

Top URLs in Tweet in G3:
[35] https://dev.to/ashokisaac/devops-in-3-sentences-17c4
[23] https://www.rtinsights.com/ai-find-the-right-use-for-artificial-intelligence/
[20] https://iblmarket.com/product/buy-google-5-star-reviews/
[19] https://www.everestgrp.com/2021-05-https-www-everestgrp-com-2021-05-the-future-of-digital-transformation-may-hinge-on-a-simpler-development-approach-low-code-blog-html-.html
[18] https://www.simplilearn.com/top-data-science-programming-languages-article
[14] https://push.fm/fl/v1nittpl
[14] https://www.fiverr.com/share/Kdy0DE
[12] https://www.xedu.co/news/accelerator-vs-incubator-for-startup
[12] https://glweb.eu/blog/digital-transformation/184-don-t-let-tooling-and-management-approaches-stifle-your-ai-innovation
[12] https://iblmarket.com/product/buy-facebook-ads-accounts/

Top URLs in Tweet in G4:
[4] https://www.everestgrp.com/2018-12-potential-use-cases-of-quantum-computing-in-banking-financial-services-48389.html/
[3] https://peggysmedleyshow.com/waste-and-the-climate-crisis
[3] https://www.artmajeur.com/geraldine-painting
[3] https://rarible.com/token/0xF6793dA657495ffeFF9Ee6350824910Abc21356C:33287736140344373458743511819439859708565537925983104499832316520069605621781
[3] https://www.linkedin.com/slink?code=etdGew8y
[3] https://www.youtube.com/watch?v=eiEmfSN122c

[3] https://twinybots.ch/
[3] https://artivatic.ai/
[2] https://connectedworld.com/the-steps-to-safer-avs-evs/
[2] https://www.itproportal.com/news/businesses-are-underestimating-risk-in-the-digital-age/

Top URLs in Tweet in G5:
[15] https://twinybots.ch/
[10] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2021/04/27/life-as-a-digital-journey-the-impact-of-digital-transformation-on-the-customer-experience/?sh=459353da7e20
[9] https://sloanreview.mit.edu/article/why-culture-is-the-greatest-barrier-to-data-success/?utm_sq=gtqatfw4k1&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobepartner
[7] https://www.forrester.com/predictions/
[6] https://www.atlassian.com/blog/teamwork/digital-transformation-mindsets
[5] https://theartofservice.com/Digital-Transformation-kanban
[3] https://digital-transformers.captivate.fm/listen
[3] https://digital-transformers.captivate.fm/episode/digital-order-management-strategies-to-optimize-the-customer-employee-experience
[3] https://iprohacker.medium.com/how-much-do-black-hat-hackers-make-hireahacker-b8502c52bc54
[3] https://blog.abouttmc.com/ultimate-guide-to-your-companys-digital-transformation

Top URLs in Tweet in G6:
[4] https://www.weforum.org/agenda/2021/11/redefine-meat-plant-based-sustainability-meat-alternatives?utm_source=twitter&utm_medium=social_video&utm_term=1_1&utm_content=24424_Chefs_3D_printed_steak&utm_campaign=social_video_2021
[3] https://www.forbes.com/sites/joemckendrick/2021/07/13/avoiding-the-seven-traps-that-trip-up-digital-transformation/?sh=468ce72f779c
[3] https://hbr.org/2021/07/boards-are-undergoing-their-own-digital-transformation?utm_sq=gtx8jxpjpk
[3] https://hbr.org/2021/11/the-essential-components-of-digital-transformation
[3] https://artsandculture.google.com/exhibit/baolis-of-delhi/QRUUiMQd
[2] https://www.mulesoft.com/infographics/api/top-it-retail-trends
[2] https://e.huawei.com/en/eblog/industries/insights/2021/accelerating-digital-economy
[2] https://biztechmagazine.com/article/2021/11/black-friday-how-retailers-benefit-supply-chain-digital-transformation
[2] https://www2.deloitte.com/us/en/insights/industry/financial-services/financial-services-industry-outlooks/banking-industry-outlook.html?id=us:2sm:3tw:4di_gl:5eng:6di
[2] https://101blockchains.com/web-2-0-and-web-3-0/

Top URLs in Tweet in G7:
[6] https://www.visualcapitalist.com/the-history-of-innovation-cycles/
[2] https://www.microsoft.com/en-us/worklab/3-ways-hybrid-collaboration-can-bridge-space-and-time
[2] https://www.itworldcanada.com/blog/enabling-innovation-through-low-code-development/465414
[2] https://www.achievealtitude.com/whitepaper
[1] https://twitter.com/i/web/status/1462435665329770499
[1] https://twitter.com/i/web/status/1462767860078592001
[1] https://twitter.com/i/web/status/1462783147595206660
[1] https://www.information-age.com/how-do-you-ensure-success-from-your-cloud-it-modernisation-strategy-123497421/
[1] https://twitter.com/i/web/status/1463043825321099268
[1] https://technative.io/how-the-tech-transition-is-transforming-ma-due-diligence/?s=09

Top URLs in Tweet in G8:
[3] https://www.squadhelp.com/name/metaslice
[1] https://twitter.com/i/web/status/1462775466939469830

Top URLs in Tweet in G9:
[6] https://www.forbes.com/sites/forbesbooksauthors/2021/08/11/why-do-methodical-innovators-succeed-in-digital-transformation/?sh=677fb72beb9f
[4] https://techcrunch.com/2021/09/07/ai-as-a-service-to-solve-your-business-problems-guess-again/
[4] https://www.forbes.com/sites/forbestechcouncil/2021/09/09/16-business-and-industry-functions-being-transformed-by-ai/?sh=33aa66a96ec0
[3] https://www.forbes.com/sites/forbescommunicationscouncil/2021/07/29/redefining-the-customer-experience-for-the-digital-age/?sh=3328ac02430d
[2] https://technative.io/design-construct-digital-transformation-strategies-for-future/
[2] https://www.infoworld.com/article/3638110/get-your-cloud-data-right-the-first-time.html#tk.rss_cloudcomputing
[2] https://techcrunch.com/2021/08/08/digital-transformation-depends-on-diversity/
[2] https://www.arcweb.com/events/arc-industry-forum-orlando
[2] https://www.youtube.com/watch?v=GDpViqwhaDg&feature=youtu.be

[2] https://my.sociabble.com/gq9yWFNfGyLr

Top URLs in Tweet in G10:
[1] https://www.iotforall.com/what-is-the-internet-of-things/
[1] https://twitter.com/i/web/status/1462644050733981696
[1] https://europa.eu/!tTRxHK
[1] https://twitter.com/i/web/status/1462811806854955009
[1] https://twitter.com/i/web/status/1462673761451270156
[1] https://hadea.ec.europa.eu/news/eu-digital-transition-its-way-commission-has-adopted-new-digital-europe-programme-2021-11-10_en

Top Domains
Top Domains in Tweet in Entire Graph:
[1370] twitter.com
[182] forbes.com
[92] medium.com
[76] iblmarket.com
[67] linkedin.com
[56] co.uk
[54] information-age.com
[53] analyticsinsight.net
[50] contentmx.com
[48] dev.to

Top Domains in Tweet in G1:
[414] twitter.com
[60] forbes.com
[32] contentmx.com
[21] linkedin.com
[15] fortinet.com
[15] extremenetworks.com
[12] paper.li
[10] raconteur.net
[9] fiverr.com
[8] co.uk

Top Domains in Tweet in G2:
[157] twitter.com
[42] information-age.com
[42] forbes.com
[32] medium.com
[19] datasciencecentral.com
[19] forrester.com
[19] macanima.com
[18] alarabiya.net
[16] co.uk
[16] enterprisersproject.com

Top Domains in Tweet in G3:
[156] twitter.com
[61] iblmarket.com
[37] forbes.com
[37] medium.com
[35] dev.to
[23] socxo.net
[23] rtinsights.com
[22] fiverr.com
[21] bbntimes.com
[19] everestgrp.com

Top Domains in Tweet in G4:
[121] twitter.com
[12] contentmx.com
[7] everestgrp.com
[7] forbes.com
[7] sociabble.com
[6] linkedin.com
[5] youtube.com
[5] peggysmedleyshow.com
[5] dy.si
[4] datastorageasean.com

Top Domains in Tweet in G5:
[119] twitter.com
[17] datamation.com
[17] forbes.com
[15] twinybots.ch
[10] co.uk
[10] mit.edu
[9] medium.com
[7] forrester.com
[7] ademccormack.com
[7] atlassian.com

Top Domains in Tweet in G6:
[40] twitter.com
[8] hbr.org
[7] deloitte.com
[5] analyticsinsight.net
[4] mckinsey.com
[4] weforum.org
[4] thinkers360.com
[3] forbes.com
[3] venturebeat.com
[3] everestgrp.com

Top Domains in Tweet in G7:
[24] twitter.com
[6] visualcapitalist.com
[2] microsoft.com
[2] itworldcanada.com
[2] achievealtitude.com
[1] information-age.com
[1] technative.io
[1] dqindia.com
[1] linkedin.com
[1] com.au

Top Domains in Tweet in G8:
[3] squadhelp.com
[1] twitter.com

Top Domains in Tweet in G9:
[27] twitter.com
[14] arcweb.com
[13] forbes.com
[8] sociabble.com
[6] techcrunch.com
[6] buzzsprout.com
[5] technative.io
[3] dy.si
[3] okt.to
[2] infoworld.com

Top Domains in Tweet in G10:
[3] twitter.com
[2] europa.eu
[1] iotforall.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3827] digitaltransformation
[1810] ai
[1132] machinelearning
[1034] datascience
[743] bigdata
[718] cybersecurity
[701] iot
[639] analytics
[625] 100daysofcode
[454] cloud



Top Hashtags in Tweet in G1:
[480] digitaltransformation
[53] erp
[34] ai
[33] technology
[30] cloud
[27] innovation
[18] digital
[15] wifi
[13] automation
[12] iiot

Top Hashtags in Tweet in G2:
[814] digitaltransformation
[546] ai
[200] datascience
[175] machinelearning
[174] iot
[133] bigdata
[116] cybersecurity
[108] artificialintelligence
[103] fintech
[94] cloud

Top Hashtags in Tweet in G3:
[921] ai
[782] machinelearning
[732] datascience
[728] digitaltransformation
[512] bigdata
[506] 100daysofcode
[492] cybersecurity
[478] analytics
[385] iot
[364] javascript

Top Hashtags in Tweet in G4:
[332] digitaltransformation
[50] digital
[43] ai
[42] cloud
[41] erp
[32] iot
[20] innovation
[16] bigdata
[16] technology
[15] cybersecurity

Top Hashtags in Tweet in G5:
[340] digitaltransformation
[70] digital
[39] technology
[32] transformation
[28] ai
[22] datascience
[20] business
[18] data
[18] fintech
[17] secure

Top Hashtags in Tweet in G6:
[183] digitaltransformation
[75] ai
[59] emergingtech
[31] vr
[29] ar
[28] augmentedreality
[28] technology
[26] fintech
[25] machinelearning
[24] futureofwork

Top Hashtags in Tweet in G7:
[119] digitaltransformation
[86] machinelearning
[75] ai
[71] futureofwork
[39] deeplearning
[31] iot
[25] bigdata
[20] movies
[19] cinematic
[16] 5g

Top Hashtags in Tweet in G8:
[58] platform
[57] upskillforindia
[57] future
[57] skills
[57] prime
[57] upskilling
[57] reskilling
[57] emerging
[57] technology
[51] diksha

Top Hashtags in Tweet in G9:
[111] digitaltransformation
[24] marketintelligence
[24] firstperson
[19] ai
[19] marketresearch
[15] supplychain
[15] smartcities
[14] iot
[10] cx
[9] industrial

Top Hashtags in Tweet in G10:
[49] digitaltransformation
[20] publicsector
[12] digitalskills
[3] interoperability
[2] pci
[2] digitaleuprogramme
[1] iot
[1] iiot
[1] digitaltwin
[1] infographic

Top Words
Top Words in Tweet in Entire Graph:
[3826] #digitaltransformation
[1810] #ai
[1132] #machinelearning
[1034] #datascience
[844] digital
[743] #bigdata
[718] #cybersecurity
[701] #iot
[639] #analytics
[625] #100daysofcode

Top Words in Tweet in G1:
[479] #digitaltransformation
[153] customer
[105] digital
[104] transformation
[99] impact
[90] experience
[77] discover
[73] centric
[73] aspects
[65] learn

Top Words in Tweet in G2:
[814] #digitaltransformation
[546] #ai
[200] #datascience
[175] #machinelearning
[174] #iot
[139] digital
[133] #bigdata
[132] betamoroney
[124] technology
[122] cc

Top Words in Tweet in G3:
[921] #ai
[782] #machinelearning
[732] #datascience
[728] #digitaltransformation
[512] #bigdata
[506] #100daysofcode
[492] #cybersecurity
[478] #analytics
[385] #iot
[364] #javascript

Top Words in Tweet in G4:
[332] #digitaltransformation
[96] digital
[59] transformation
[51] learn
[50] #digital
[46] agile
[45] more
[45] ready
[43] #ai
[43] #cloud

Top Words in Tweet in G5:
[340] #digitaltransformation
[159] digital
[127] transformation
[71] #digital
[64] customer
[44] companies
[42] data
[42] business
[39] #technology
[38] experience

Top Words in Tweet in G6:
[183] #digitaltransformation
[81] mvollmer1
[75] #ai
[59] #emergingtech
[44] digital
[31] #vr
[30] mt
[29] #ar
[29] labordeolivier
[28] #augmentedreality

Top Words in Tweet in G7:
[119] #digitaltransformation
[86] #machinelearning
[75] #ai
[71] #futureofwork
[58] haroldsinnott
[39] #deeplearning
[33] welcomeai
[32] terms
[32] prepare
[31] #iot

Top Words in Tweet in G8:
[216] skodineya
[86] nation
[58] #platform
[57] #upskillforindia
[57] #future
[57] #skills
[57] #prime
[57] wonderful
[57] #upskilling
[57] #reskilling

Top Words in Tweet in G9:
[111] #digitaltransformation
[38] arc_advisory
[24] digital
[24] #marketintelligence
[24] go
[24] #firstperson
[21] business
[19] #ai
[19] #marketresearch
[17] industry

Top Words in Tweet in G10:
[49] #digitaltransformation
[32] isa
[32] next
[32] step
[32] towards
[22] eu
[20] #publicsector
[20] build
[19] mariocampolargo
[19] proud

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[423] digital,transformation
[384] #bigdata,#analytics
[280] #machinelearning,#cybersecurity
[268] #analytics,#machinelearning
[266] #cybersecurity,#rstats
[230] #ai,#datascience
[229] #hclswlobp,#nocode
[221] #nocode,#lowcode
[186] artificial,intelligence
[185] machine,learning

Top Word Pairs in Tweet in G1:
[75] customer,experience
[74] impact,#digitaltransformation
[73] discover,impact
[73] #digitaltransformation,customer
[73] experience,customer
[73] customer,centric
[73] centric,aspects
[51] next,level
[50] digital,transformation
[50] agile,five

Top Word Pairs in Tweet in G2:
[93] digital,transformation
[90] ianljones98,shi4tech
[83] artificial,intelligence
[64] shi4tech,lyakovet
[59] #digitaltransformation,#ai
[57] #digitaltransformation,cc
[55] #ai,#datascience
[49] #ai,#digitaltransformation
[46] 2021,11
[46] #bigdata,#analytics

Top Word Pairs in Tweet in G3:
[329] #bigdata,#analytics
[245] #machinelearning,#cybersecurity
[234] #analytics,#machinelearning
[233] #cybersecurity,#rstats
[174] #hclswlobp,#nocode
[170] #ai,#datascience
[168] #nocode,#lowcode
[150] ruben_arce_s,#bigdata
[142] ingliguori,#machinelearning
[139] #lowcode,#javascript

Top Word Pairs in Tweet in G4:
[52] digital,transformation
[38] agile,five
[38] five,dimensions
[38] dimensions,#digitaltransformation
[38] #digitaltransformation,ready
[38] ready,take
[38] take,#erp
[38] #erp,next
[38] next,level
[29] level,review

Top Word Pairs in Tweet in G5:
[110] digital,transformation
[35] #digital,#digitaltransformation
[26] customer,experience
[23] discover,impact
[23] impact,#digitaltransformation
[23] #digitaltransformation,customer
[23] experience,customer
[23] customer,centric
[23] centric,aspects
[19] aspects,companies

Top Word Pairs in Tweet in G6:
[46] #digitaltransformation,#emergingtech
[28] #augmentedreality,menu
[28] menu,#ar
[28] #ar,#ai
[28] #ai,#vr
[28] #vr,#digitaltransformation
[28] #emergingtech,intengineering
[28] intengineering,mt
[28] mt,labordeolivier
[25] mvollmer1,#augmentedreality

Top Word Pairs in Tweet in G7:
[52] #digitaltransformation,#machinelearning
[35] #machinelearning,#deeplearning
[32] #ai,terms
[32] terms,prepare
[32] prepare,#futureofwork
[32] #futureofwork,welcomeai
[32] welcomeai,#digitaltransformation
[28] #digitaltransformation,#futureofwork
[28] haroldsinnott,#ai
[28] #deeplearning,#computer

Top Word Pairs in Tweet in G8:
[57] #upskillforindia,#future
[57] #future,#skills
[57] #skills,#prime
[57] #prime,wonderful
[57] wonderful,#platform
[57] #platform,#upskilling
[57] #upskilling,#reskilling
[57] #reskilling,#emerging
[57] #emerging,#technology
[56] skodineya,#upskillforindia

Top Word Pairs in Tweet in G9:
[24] go,arc_advisory
[24] arc_advisory,#firstperson
[19] #firstperson,#marketresearch
[14] #marketresearch,including
[12] including,study
[12] #digitaltransformation,#iot
[11] #iot,#smartcities
[9] more,resilient
[9] #listen,#learn
[8] resilient,#supplychain

Top Word Pairs in Tweet in G10:
[32] next,step
[32] step,towards
[32] towards,#digitaltransformation
[20] #digitaltransformation,eu
[20] eu,#publicsector
[19] proud,see
[19] see,isa
[19] isa,programme
[19] programme,takes
[19] takes,next

Top Replied-To
Top Replied-To in Entire Graph:
@nike
@betamoroney
@accenture
@salesforceorg
@themooncarl
@alice
@deeplearn007
@bernatlopez
@adamsfantasy
@mousausmann

Top Replied-To in G2:
@nike
@betamoroney
@haroldsinnott
@bimedotcom
@kirkdborne

Top Replied-To in G3:
@sh_hameed
@altcoingordon
@grammarly
@forbes
@mikecapone

Top Replied-To in G4:
@alice
@kyndryl
@vmware
@googlecloud
@marealtors
@cyrilcoste
@johahartung
@anuragkshah
@ustglobal

Top Replied-To in G5:
@salesforceorg

Top Replied-To in G6:
@accenture
@deloitte
@dxctechnology

Top Replied-To in G7:
@narryhyd
@chika_gwish
@s_galimberti
@albertoemachado
@garciasiemens
@theadityapatro
@noahomrilevin
@mousausmann
@adamsfantasy
@bernatlopez

Top Replied-To in G10:
@jhahneu

Top Mentioned
Top Mentioned in Entire Graph:
@ingliguori
@ruben_arce_s
@skodineya
@khulood_almani
@mvollmer1
@haroldsinnott
@betamoroney
@giancar76611830
@ipfconline1
@antgrasso

Top Mentioned in G1:
@wga_consulting
@jr_digitalizes
@powelectrics
@tallymarks_tmc
@pandfmodels
@bluenovatech
@soul_subtle
@leemay2k

Top Mentioned in G2:
@betamoroney
@shi4tech
@ianljones98
@ipfconline1
@khulood_almani
@lyakovet
@ingliguori
@antgrasso
@ronald_vanloon
@globaliqx

Top Mentioned in G3:
@ruben_arce_s
@ingliguori
@khulood_almani
@giancar76611830
@paolopiccolo7
@aicanedo
@cloudpreacher
@marcusborba
@amiitcodes
@digitaledwyn

Top Mentioned in G4:
@kirkdborne
@ipfconline1
@thehighway2ai
@minervas_muse
@antgra
@huawei
@vodafonebiz
@microsoft
@shelleyd77
@digital_trans4m

Top Mentioned in G5:
@idc
@ipfplc
@garnet8ltd
@expo2020dubai
@akbarth3great
@ericssonmea
@digital_trans4m
@adobepartner
@atlassian
@whr_loans

Top Mentioned in G6:
@mvollmer1
@labordeolivier
@intengineering
@mckinsey
@curieuxexplorer
@nicochan33
@antgrasso
@maxdigitalsight
@tanyasinha_

Top Mentioned in G7:
@haroldsinnott
@welcomeai
@mvollmer1
@r_demidchuk
@gradedspa
@albertoemachado
@sagacitysoft_
@enilev
@axway
@ingliguori

Top Mentioned in G8:
@skodineya
@goi_meity
@narendramodi
@nicmeity
@domaindomme
@ncert
@cbseindia29

Top Mentioned in G9:
@arc_advisory
@tamaramccleary
@gartner_inc
@wswmuc
@technative
@forbes
@giancar76611830
@sdcexec
@shanebrighton
@sap

Top Mentioned in G10:
@mariocampolargo
@digitaleu
@aristinat
@eu_commission
@interoperableeu
@antgrasso
@eu_digit
@christianeeu
@kourtellis
@iotforall

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@tesco
@paoloigna1
@cybersec_feeds
@chidambara09
@piyuanker12
@xaelbot
@sahelhkj
@charlesfrize
@javascriptd

Top Tweeters in G1:
@gabbariele
@biconnections
@miragenewscom
@lise_latulippe
@gigibeltrame
@aremorch
@alexwitzleben
@karntna_bua
@necio_news
@stella_vaskoudi

Top Tweeters in G2:
@cybersec_feeds
@piyuanker12
@bitcoinagile
@evankirstel
@artificialbra1n
@lorimoreno
@ottlegalrebels
@businessinsider
@fabriciosx
@johnapp63499667

Top Tweeters in G3:
@sectest9
@xaelbot
@codedailybot
@thedeveloperbot
@aaroncuddeback
@cybersecurityn8
@ipythonistabot
@digestwordpress
@morolswediu
@discovertech3

Top Tweeters in G4:
@chidambara09
@periscopeislit
@almansouri_75
@caring_mobile
@mer_anoto
@ilmessaggeroit
@vrretweeter
@ucloudify
@shellykramer
@_silvino_

Top Tweeters in G5:
@harvest57688777
@akbarth3great
@getmazak
@ztsecure
@agent_guzman
@blokdykg
@parvez1
@stanleyepstein
@digitalmehmet
@kevin_jackson

Top Tweeters in G6:
@ana_captures
@xzpwedvhhh37i3c
@form_bot
@cnet
@mediapython
@drrueckauf
@markderiz
@hrcurator
@gdpr25thmay18
@venturebeat

Top Tweeters in G7:
@ml_tweet_bot
@wordfinga
@eleconomistaes
@formichenews
@adamsfantasy
@corruptpunjab
@lavaletteastrid
@tallcedarofleb
@therudingroup
@haroldsinnott

Top Tweeters in G8:
@thedomainbot
@bhajpaparivaar
@rudrana43833445
@sankalpitbela
@manjeet4bjp
@bhuvansociety
@modiyogisena
@nkoraput
@office_saurabh
@jyotisi97509915

Top Tweeters in G9:
@techcrunch
@zsmtomotomo
@sleimanskaf
@norbertpiske
@pymnts
@tamaramccleary
@technative
@skowoh
@_atanas_
@technativewire

Top Tweeters in G10:
@caleeuropaedic
@stem_nastics
@geekeconomist
@ognianzlatev
@jedichaz
@bragagnimaurizi
@digitaleu
@karounos
@giosca3giovanna
@eu_commission