#DigitalTransformation, Twitter, 5/4/2019 11:03:31 AM, 195621
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#DigitalTransformation 2019-05-04
#DigitalTransformation 2019-05-04
View an interactive version of this graph (experimental)
From:
SMRFoundation
Uploaded on:
May 04, 2019
Short Description:
#DigitalTransformation via NodeXL http://bit.ly/2GXRn4v
@ronald_vanloon
@chidambara09
@antgrasso
@mikequindazzi
@sectest9
@forbes
@cleardiff
@kirkdborne
@santchiweb
@ipfconline1

Top hashtags:
#digitaltransformation
#ai
#iot
#bigdata
#innovation

Description:
Description
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 : 4335
Unique Edges : 8230
Edges With Duplicates : 3838
Total Edges : 12068
Number of Edge Types : 4
Mentions : 7570
Retweet : 2658
Tweet : 1751
Replies to : 89
Self-Loops : 1966
Reciprocated Vertex Pair Ratio : 0.0247289560238762
Reciprocated Edge Ratio : 0.048264384213029
Connected Components : 984
Single-Vertex Connected Components : 529
Maximum Vertices in a Connected Component : 2192
Maximum Edges in a Connected Component : 9046
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.504404
Graph Density : 0.000447735216674145
Modularity : 0.566945
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://www.forbes.com/sites/zakdoffman/2019/05/02/new-cybersecurity-report-warns-cios-if-youre-breached-or-hacked-its-your-own-fault/
[22] http://e-learning-teleformacion.blogspot.com/2019/05/vol-20-no-2-2019-irrodl-international.html
[19] https://digileaders100.com/
[19] https://www.datasciencecentral.com/profiles/blogs/how-the-economics-of-data-science-is-creating-new-sources-of?xg_source=activity
[18] https://www.scoop.it/topic/digital-transformation-leadership/p/4107052340/2019/04/19/digital-technologies-benefits-are-still-out-of-reach-for-most?utm_medium=social&utm_source=twitter
[17] https://www.bcg.com/fr-fr/publications/2018/infographic-myth-vs-reality-artificial-intelligence-ai.aspx
[15] https://irishtechnews.ie/blockchains-impact-on-the-future-of-work/
[14] https://peggysmedleyshow.com/portfolio-items/04-30-19-episode-612-segment-1-iot-addresses-transportation-challenges/
[14] https://www.cio.com/article/3393160/the-digital-transformation-debate-its-about-people-and-technology.html
[14] https://www.scoop.it/topic/cybersecurity-leadership/p/4107051617/2019/04/19/securing-the-next-generation-of-digital-transformation?utm_medium=social&utm_source=twitter

Top URLs in Tweet in G1:
[22] https://www.forbes.com/sites/zakdoffman/2019/05/02/new-cybersecurity-report-warns-cios-if-youre-breached-or-hacked-its-your-own-fault/
[17] https://www.bcg.com/fr-fr/publications/2018/infographic-myth-vs-reality-artificial-intelligence-ai.aspx
[16] https://www.datasciencecentral.com/profiles/blogs/how-the-economics-of-data-science-is-creating-new-sources-of?xg_source=activity
[11] https://irishtechnews.ie/blockchains-impact-on-the-future-of-work/
[11] https://www.weforum.org/agenda/2019/04/the-latest-technology-isnt-enough-you-need-the-business-model-to-go-with-it/
[10] https://dailyfintech.com/2019/05/02/digital-transformation-for-insurance-or-simply-competitive-advantage/
[10] https://www.scoop.it/topic/digital-transformation-leadership/p/4107052340/2019/04/19/digital-technologies-benefits-are-still-out-of-reach-for-most?utm_medium=social&utm_source=twitter
[7] https://www.pwc.com/ca/en/consulting/perspective/case-study-pwc-power-utilities-operational-excellence-workforce-of-the-future-infographic-en.pdf
[7] https://www.scoop.it/topic/cybersecurity-leadership/p/4107051617/2019/04/19/securing-the-next-generation-of-digital-transformation?utm_medium=social&utm_source=twitter
[7] http://r.socialstudio.radian6.com/16e5f690-426b-4c5a-8589-258feb796954

Top URLs in Tweet in G2:
[11] http://www.valuexperience.com/programa-liderazgo-4-0/
[6] https://www.networkworld.com/article/3392817/higher-ed-it-your-digital-transformation-has-arrived.html
[3] http://www.technomagazine.net/
[3] https://techwireasia.com/2019/05/why-auspost-is-a-great-example-of-thoughtful-digital-transformation/
[3] http://digital-leadership-associates.passle.net/post/102fiii/you-need-to-stop-talking-about-you-and-start-listening-to-me?LinkSource=PassleAPI
[2] https://www.linkedin.com/slink?code=fpJkFn2
[2] https://www.pwc.ch/en/publications/2018/future-of-finance.pdf
[2] https://memotec.agency/
[2] https://www.drupagora.com/inscription
[2] https://www.forbes.com/sites/forbestechcouncil/2019/05/01/five-threats-to-digital-transformation-and-how-it-can-lead/#47d3b1a6ca6c

Top URLs in Tweet in G3:
[22] http://e-learning-teleformacion.blogspot.com/2019/05/vol-20-no-2-2019-irrodl-international.html
[11] https://twitter.com/thekaushalsoni
[9] https://peggysmedleyshow.com/portfolio-items/04-30-19-episode-612-segment-1-iot-addresses-transportation-challenges/
[6] http://ArtificialIntelligence.com.de
[6] https://sites.google.com/view/adriandomainnames/home
[6] https://www.gov.uk/government/news/nhsx-new-joint-organisation-for-digital-data-and-technology
[6] https://www.youtube.com/watch?v=oecMwLdnigI&feature=youtu.be

[6] https://constructech.com/heres-how-to-pick-a-secure-password-in-construction/
[6] https://twitter.com/dario_sipos/status/1124322267146493962
[5] https://www.informatica.com/

Top URLs in Tweet in G4:
[11] http://digital-leadership-associates.passle.net/post/102fiii/you-need-to-stop-talking-about-you-and-start-listening-to-me?LinkSource=PassleAPI
[6] http://digital-leadership-associates.passle.net/post/102fjdq/stop-collaborate-listen
[6] https://www.rbrlondon.com/bt
[5] http://digital-leadership-associates.passle.net/post/102fj1j/advertising-fraud-is-rife-but-you-keep-spending-why?LinkSource=PassleAPI
[5] http://digital-leadership-associates.passle.net/post/102fis4/cant-i-just-buy-in-our-content-or-use-the-stuff-from-our-brochures?LinkSource=PassleAPI
[5] http://eepurl.com/dgavWX
[4] http://digital-leadership-associates.passle.net/post/102fj77/voice-messages-on-linkedin-useful-or-just-downright-freaky
[4] http://digital-leadership-associates.passle.net/post/102firz/a-cover-is-nice-but-a-cover-is-not-the-book-the-return-of-mary-poppins?LinkSource=PassleAPI
[4] https://www.pennews.net/digitrack/2019/04/27/getting-ready-for-smart-farming
[3] https://www.bdpadc.org/

Top URLs in Tweet in G5:
[5] https://techcrunch.com/2019/05/02/microsoft-launches-a-drag-and-drop-machine-learning-tool-and-hosted-jupyter-notebooks/
[5] http://www.zdnet.com/article/is-2016-the-year-of-it-disruption/
[4] https://cloud28plus.com/EMEA/article/5-Benefits-of-Digital-Transformation-on-Cloud
[3] https://www.ecnmag.com/news/2019/03/ericsson-tests-first-certified-device-ctias-iot-cybersecurity-program#.XI9X51zipYs.twitter
[3] https://www.technative.io/developers-the-heart-of-uk-digital-transformation/
[2] http://www.bankingexchange.com/news-feed/item/6203-chris-skinner-provocative-without-the-rant
[2] https://atlas.dc.siemens.com/?stc=wwcg221144
[2] https://www.technative.io/the-changing-face-of-retail-why-retailers-need-to-adapt-their-digital-strategies/
[1] https://www.siliconrepublic.com/enterprise/asset-management-digital-brexit-pwc
[1] https://www.forbes.com/sites/peterbendorsamuel/2017/04/04/how-to-budget-a-digital-transformation-initiative-despite-unknown-risks/2/#2b28027cf033

Top URLs in Tweet in G6:
[6] https://www.hotelnewsresource.com/article104613.html
[3] https://www.engadget.com/2019/05/01/google-calljoy-ai-customer-service-small-business-duplex/
[3] https://hbr.org/cover-story/2017/07/the-business-of-artificial-intelligence?utm_content=bufferdac50&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.retailgazette.co.uk/blog/2019/05/how-are-retailers-luring-in-millennial-shoppers/
[2] https://www.linkedin.com/slink?code=dWiiRR4
[2] https://www.forbes.com/sites/forbestechcouncil/2019/05/01/five-threats-to-digital-transformation-and-how-it-can-lead/?utm_content=90793370&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853#171a0d2bca6c
[2] https://readwrite.com/2019/04/03/the-future-of-content-marketing-infused-with-artificial-intelligence/
[2] https://www.businesstimes.com.sg/asean-business/better-business-outcomes-and-employee-experiences-with-digital-workflows
[2] https://www.forbes.com/sites/forbescoachescouncil/2019/04/25/the-anatomy-of-a-digital-transformation/#559e809e53aa
[2] https://techcrunch.com/2019/05/02/a-quiet-london-based-payments-startup-just-raised-among-the-biggest-series-a-rounds-ever-in-europe/

Top URLs in Tweet in G7:
[6] https://blog.schneider-electric.com/energy-management-energy-efficiency/2019/03/31/top-3-priorities-industrial-companies-can-drive-within-a-digital-ecosystem/?utm_source=IIoT-World.com.com&utm_medium=iiot-world.com/news/
[3] https://www.ptc.com/en/thingworx-blog/bringing-it-and-ot-together-to-enable-digital-transformation
[3] https://www.ptc.com/-/media/Files/PDFs/IoT/State-of-IoT-Whitepaper2.pdf?utm_source=IIoT-World.com.com&utm_medium=iiot-world.com/news/
[2] https://www.cio.com/article/3391382/cios-get-strategic.html
[2] https://www.cutimes.com/2019/05/03/4-steps-to-deploying-a-successful-data-digital-transformation-strategy/
[2] https://www.cutimes.com/2019/05/03/a-disciplined-member-centric-approach-to-digital-transformation/?slreturn=20190403130735
[2] https://blog.commercecentric.com/the-6-traits-of-successful-digital-transformation-leaders
[2] http://tweetedtimes.com/v/10974
[2] https://iiot-world.com/smart-healthcare/how-adaptive-cyber-security-can-enable-digital-health-adoption/
[2] https://www.zdnet.com/article/top-digital-transformation-tech-investment-priorities-for-2019-cloud-cybersecurity-and-ai/?utm_content=90770131&utm_medium=social&utm_source=twitter&hss_channel=tw-38306887

Top URLs in Tweet in G8:
[9] https://www.cio.com/article/3393160/the-digital-transformation-debate-its-about-people-and-technology.html
[8] http://dlvr.it/R422pJ
[7] https://www.scoop.it/topic/digital-transformation-leadership/p/4107052340/2019/04/19/digital-technologies-benefits-are-still-out-of-reach-for-most?utm_medium=social&utm_source=twitter
[7] https://constructible.trimble.com/construction-industry/how-digital-transformation-has-changed-in-the-past-year-in-construction
[7] http://www.cloudcomputingexpo.com/category/342
[7] http://dlvr.it/R0lrKb
[7] https://www.cutimes.com/2019/05/03/4-steps-to-deploying-a-successful-data-digital-transformation-strategy/
[6] https://www.smartindustry.com/articles/2019/beyond-the-buzzwords-creating-results-via-digital-transformation/
[6] http://cloudcomputing.sys-con.com/node/4375122
[6] http://cloudcomputing.sys-con.com/node/4272038

Top URLs in Tweet in G9:
[3] https://www.forbes.com/sites/forbestechcouncil/2018/08/07/exact-match-domains-how-to-price-these-high-value-assets/
[3] https://www.cio.com/article/3386417/cybercrime-is-increasing-and-more-costly-for-organizations.html
[3] https://www.satellitetoday.com/imagery-and-sensing/2019/04/16/satellite-navigation-a-global-perspective/#.XLZRAWy-o3s.twitter
[3] https://undeveloped.com/buy-domain/sofagaming.com?redirected=true&tld=com
[2] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/ff8081815ab1200d015acde421d57a5b?cid=8a9982366a7f3754016a7fd3bc4f2b7c&url=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D4GYbuaUxrYI%26feature%3Dyoutu.be
[2] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/ff8081815ab1200d015acde421d57a5b?cid=8a9982366a7f3754016a7fd3bc4f2b7c&url=https%3A%2F%2Fwww.sigmaridge.com%2Fit-services%2Fit-consulting
[2] https://events.sap.com/sapandasug/en/registrationinfo?source=email-influencers-register-promo-sanow19
[2] https://www.itweb.co.za/content/RgeVDMPoe4m7KJN3?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.ecommercetimes.com/story/85993.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.techrepublic.com/article/digital-transformation-increases-cyber-risk-for-8-out-of-10-companies/

Top URLs in Tweet in G10:
[2] http://ide.mit.edu/sites/default/files/publications/SSRN-id3356697%20gdp2.pdf
[1] https://dy.si/uu2dX
[1] https://www.techrepublic.com/article/digital-transformation-increases-cyber-risk-for-8-out-of-10-companies/?hsamp_network=TWITTER&hsamp=a79r9pxPHMKwW
[1] https://www.techrepublic.com/article/digital-transformation-increases-cyber-risk-for-8-out-of-10-companies/?hsamp_network=TWITTER&hsamp=bnhsJtMP8h8cD
[1] https://dy.si/dKVPtm2
[1] https://dy.si/sxwck
[1] https://www.techrepublic.com/article/digital-transformation-increases-cyber-risk-for-8-out-of-10-companies/?hsamp_network=TWITTER&hsamp=aYpVCQdHY9pVW
[1] https://sloanreview.mit.edu/article/your-company-doesnt-need-a-digital-strategy/
[1] https://sloanreview.mit.edu/article/the-new-digital-mandate-cultivate-dissatisfaction/
[1] https://www.techrepublic.com/article/digital-transformation-increases-cyber-risk-for-8-out-of-10-companies/?hsamp_network=TWITTER&hsamp=arPoMsif7kmV5

Top Domains
Top Domains in Tweet in Entire Graph:
[223] twitter.com
[197] linkedin.com
[150] forbes.com
[56] co.uk
[55] passle.net
[47] youtube.com
[46] okt.to
[42] blogspot.com
[41] cio.com
[41] bah.com

Top Domains in Tweet in G1:
[55] forbes.com
[29] twitter.com
[24] bah.com
[22] scoop.it
[18] datasciencecentral.com
[17] weforum.org
[17] bcg.com
[17] itproportal.com
[14] linkedin.com
[13] everestgrp.com

Top Domains in Tweet in G2:
[105] linkedin.com
[68] twitter.com
[22] co.uk
[15] libsyn.com
[14] okt.to
[13] forbes.com
[13] valuexperience.com
[11] dy.si
[10] passle.net
[9] gartner.com

Top Domains in Tweet in G3:
[41] blogspot.com
[41] twitter.com
[14] venturebeat.com
[14] forbes.com
[13] peggysmedleyshow.com
[13] constructech.com
[8] medium.com
[8] datasciencecentral.com
[8] sys-con.com
[8] cnet.com

Top Domains in Tweet in G4:
[45] passle.net
[10] twitter.com
[6] linkedin.com
[6] rbrlondon.com
[5] tmforum.org
[5] eepurl.com
[4] rethinkresearch.biz
[4] pennews.net
[4] okt.to
[3] bdpadc.org

Top Domains in Tweet in G5:
[5] techcrunch.com
[5] zdnet.com
[5] twitter.com
[5] technative.io
[4] cloud28plus.com
[3] forbes.com
[3] siemens.com
[3] ecnmag.com
[2] bankingexchange.com
[2] reuters.com

Top Domains in Tweet in G6:
[30] forbes.com
[10] starcio.com
[9] linkedin.com
[7] cube365.net
[6] hotelnewsresource.com
[5] devops.com
[5] co.uk
[4] twitter.com
[3] engadget.com
[3] hbr.org

Top Domains in Tweet in G7:
[11] cio.com
[7] ptc.com
[6] schneider-electric.com
[5] cutimes.com
[5] bah.com
[5] hbr.org
[4] paper.li
[4] iiot-world.com
[4] constellationr.com
[3] microstrategy.com

Top Domains in Tweet in G8:
[26] sys-con.com
[15] dlvr.it
[13] cio.com
[13] cutimes.com
[10] scoop.it
[9] forbes.com
[8] linkedin.com
[8] paper.li
[7] trimble.com
[7] cloudcomputingexpo.com

Top Domains in Tweet in G9:
[15] undeveloped.com
[12] ziftsolutions.com
[6] co.uk
[3] forbes.com
[3] cio.com
[3] vox.com
[3] satellitetoday.com
[3] inc.com
[2] sap.com
[2] bah.com

Top Domains in Tweet in G10:
[18] techrepublic.com
[6] dy.si
[4] mit.edu
[1] mercer.com
[1] co.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3728] digitaltransformation
[1109] ai
[860] iot
[469] bigdata
[458] innovation
[400] artificialintelligence
[345] technology
[303] internetofthings
[297] business
[274] cloud



Top Hashtags in Tweet in G1:
[541] digitaltransformation
[356] ai
[323] iot
[178] internetofthings
[176] artificialintelligence
[115] automation
[102] bigdata
[98] innovation
[90] robotics
[89] futureofwork

Top Hashtags in Tweet in G2:
[689] digitaltransformation
[70] ai
[35] digital
[34] iot
[32] technology
[31] innovation
[28] bigdata
[26] cloud
[26] artificialintelligence
[26] leadership

Top Hashtags in Tweet in G3:
[469] digitaltransformation
[269] iot
[245] ai
[223] bigdata
[159] innovation
[144] business
[122] data
[117] fintech
[112] regtech
[112] marketing

Top Hashtags in Tweet in G4:
[179] digitaltransformation
[32] digitalmarketing
[31] ai
[26] socialselling
[18] iot
[17] cloud
[17] growthmindset
[16] technology
[15] growthstrategy
[14] socialmedia

Top Hashtags in Tweet in G5:
[115] digitaltransformation
[42] ai
[24] iot
[18] smartcity
[17] bigdata
[13] artificialintelligence
[11] innovation
[11] hm19
[10] sdgs
[9] smartcities

Top Hashtags in Tweet in G6:
[146] digitaltransformation
[50] innovation
[37] ai
[34] business
[33] technology
[24] artificialintelligence
[24] cio
[20] machinelearning
[18] datascience
[18] tech

Top Hashtags in Tweet in G7:
[84] digitaltransformation
[32] ai
[24] analytics
[13] iom19
[11] cio
[10] innovation
[10] iot
[10] artificialintelligence
[8] cybersecurity
[8] chatdx

Top Hashtags in Tweet in G8:
[213] digitaltransformation
[92] devops
[68] ai
[61] cloud
[60] transformation
[60] hybridcloud
[46] aiops
[38] mobile
[38] cio
[38] cloudnative

Top Hashtags in Tweet in G9:
[87] digitaltransformation
[49] technology
[39] business
[34] iot
[33] entrepreneur
[32] ai
[23] cybersecurity
[19] internetofthings
[18] tech
[17] iiot

Top Hashtags in Tweet in G10:
[43] digitaltransformation
[25] cyber
[7] futureofwork
[3] automation
[1] technology
[1] ai
[1] digitaleconomy
[1] socialimpact
[1] wellbeing
[1] growth

Top Words
Top Words in Tweet in Entire Graph:
[5017] Words in Sentiment List#1: Positive
[1553] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Your list of keywords
[129578] Non-categorized Words
[136148] Total Words
[5693] #digitaltransformation
[1645] #ai
[1221] #iot
[927] digital
[798] #bigdata

Top Words in Tweet in G1:
[1144] #digitaltransformation
[536] #ai
[406] #iot
[393] gt
[375] cc
[329] #innovation
[269] #rt
[240] #artificialintelligence
[224] mikequindazzi
[222] #internetofthings

Top Words in Tweet in G2:
[697] #digitaltransformation
[132] digital
[76] transformation
[72] #ai
[71] more
[53] business
[42] gt
[41] amp
[40] out
[38] here

Top Words in Tweet in G3:
[765] #digitaltransformation
[446] #ai
[435] #iot
[372] #bigdata
[237] #marketing
[229] #fintech
[222] #business
[222] ume_kyd
[209] #technology
[202] award

Top Words in Tweet in G4:
[254] #digitaltransformation
[62] digitalleadersa
[47] #ai
[35] #digitalmarketing
[30] #iot
[28] #socialselling
[28] more
[27] digital
[22] #cloud
[22] one

Top Words in Tweet in G5:
[206] #digitaltransformation
[66] #ai
[58] #iot
[46] digital
[35] cc
[34] sap
[33] amp
[27] #bigdata
[26] cities
[25] #smartcity

Top Words in Tweet in G6:
[203] #digitaltransformation
[71] digital
[66] #innovation
[48] #ai
[47] transformation
[41] #technology
[38] #business
[38] forbes
[34] #cio
[31] #artificialintelligence

Top Words in Tweet in G7:
[140] #digitaltransformation
[33] #ai
[32] rwang0
[32] more
[25] #analytics
[23] top
[22] keynotes
[21] digital
[20] priorities
[19] data

Top Words in Tweet in G8:
[338] #digitaltransformation
[135] #devops
[117] cloudexpo
[107] #datacenter
[105] digital
[102] #serverless
[99] #ai
[83] #kubernetes
[81] #cloudnative
[80] transformation

Top Words in Tweet in G9:
[159] #digitaltransformation
[86] #technology
[58] #business
[52] #entrepreneur
[50] #iot
[46] #ai
[34] microsoft
[32] #tech
[30] #cybersecurity
[30] #futuretech

Top Words in Tweet in G10:
[47] #digitaltransformation
[28] techrepublic
[26] out
[26] 10
[26] more
[26] report
[25] increases
[25] #cyber
[25] risk
[25] companies

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[402] digital,transformation
[293] #digitaltransformation,#innovation
[273] #rt,cc
[264] gt,gt
[229] #videos,#rt
[227] #ai,#iot
[181] #iot,#internetofthings
[176] #fund,#distributors
[175] #ai,#artificialintelligence
[166] #technology,#digitaltransformation

Top Word Pairs in Tweet in G1:
[227] #rt,cc
[217] #digitaltransformation,#innovation
[199] #videos,#rt
[181] gt,gt
[127] #iot,#internetofthings
[89] #ai,#iot
[88] #ai,#artificialintelligence
[80] link,gt
[77] #digitaltransformation,#ai
[74] #smarttech,#videos

Top Word Pairs in Tweet in G2:
[61] digital,transformation
[22] gt,gt
[20] find,out
[17] #digitaltransformation,#digital
[17] #digitaltransformation,#ai
[14] #technology,#digitaltransformation
[13] read,more
[13] #caribbeanfuturescape,#ctu30
[13] #ctu30,#digitaltransformation
[13] #programaliderazgo,#cuatropuntocero

Top Word Pairs in Tweet in G3:
[171] #fund,#distributors
[126] award,#regtech
[116] #distributors,#network
[116] #iot,#ai
[102] #network,#fintech
[101] #startup,ume_kyd
[101] #regtech,ume_kyd
[100] #technology,#digitaltransformation
[84] #business,#entrepreneur
[81] #ai,#iot

Top Word Pairs in Tweet in G4:
[21] digitalleadersa,#digitaltransformation
[18] #digitaltransformation,#digitalmarketing
[15] digital,transformation
[14] final,blogpost
[14] blogpost,labs
[14] labs,andrewserong
[14] andrewserong,explains
[14] explains,museum
[14] museum,shouldn
[14] shouldn,one

Top Word Pairs in Tweet in G5:
[19] #iot,#digitaltransformation
[17] #digitaltransformation,#industrialintelligence
[17] #industrialintelligence,cc
[17] cc,scmatsap
[17] jimharris,tamaramccleary
[16] #ai,#digitaltransformation
[15] ronald_vanloon,partnership
[15] partnership,sap
[15] sap,#hm19
[15] #hm19,#digitalsupplychain

Top Word Pairs in Tweet in G6:
[31] digital,transformation
[16] #innovation,#digitaltransformation
[15] #digitaltransformation,#innovation
[14] #business,#startups
[14] #digitaltransformation,#digitalisation
[14] #digitalisation,#digitalisierung
[14] #digitalisierung,#digitalización
[12] #ai,#artificialintelligence
[12] #technology,#digitaltransformation
[12] driving,digital

Top Word Pairs in Tweet in G7:
[18] top,priorities
[14] rwang0,discusses
[14] discusses,#ai
[14] #ai,powered
[14] powered,#analytics
[14] #analytics,accelerating
[14] accelerating,data
[14] data,decision
[14] decision,process
[14] process,register

Top Word Pairs in Tweet in G8:
[78] digital,transformation
[60] #cloudnative,#serverless
[59] cloudexpo,silicon
[59] silicon,valley
[58] #docker,#kubernetes
[47] #serverless,#datacenter
[43] #artificialintelligence,#digitaltransformation
[38] #hybridcloud,#ai
[35] #cloud,#hybridcloud
[35] #blockchain,#cloudnative

Top Word Pairs in Tweet in G9:
[52] #business,#entrepreneur
[24] #technology,#digitaltransformation
[23] #branding,#brands
[21] #domains,#branding
[21] #startup,#startups
[19] #iot,#internetofthings
[19] #brands,#startup
[17] #entrepreneur,#domains
[16] #siliconvalley,#paloalto
[15] #startups,#digitaltransformation

Top Word Pairs in Tweet in G10:
[25] #digitaltransformation,increases
[25] increases,#cyber
[25] #cyber,risk
[25] risk,out
[25] out,10
[25] 10,companies
[25] companies,acc
[25] acc,recent
[25] recent,survey
[25] survey,1e_global

Top Replied-To
Top Replied-To in Entire Graph:
@cloudexpo
@tsystemscom
@yaidunohannji
@axessgroupe
@innovationsbb
@readerlink
@nursehelenc
@verbtech_co
@isagenix
@ericsson

Top Replied-To in G1:
@cloudexpo
@vipul719
@readerlink
@heinzvhoenen

Top Replied-To in G2:
@softwaredevin

Top Replied-To in G3:
@yaidunohannji
@expodx
@5bars
@pultehomes
@oxblue
@gerard_dache

Top Replied-To in G4:
@readerlink

Top Replied-To in G5:
@tsystemscom
@tata_comm

Top Replied-To in G6:
@steve_scm
@imcx87
@forbes

Top Replied-To in G8:
@cloudexpo
@kubesummit
@lloydsoflondon

Top Replied-To in G9:
@ericsson
@metiscybertech
@ico_kit
@jpmorgan

Top Replied-To in G10:
@techradar

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@antgrasso
@ume_kyd
@spirosmargaris
@jblefevre60
@ronald_vanloon
@evankirstel
@kirkdborne
@ipfconline1
@tamaramccleary

Top Mentioned in G1:
@mikequindazzi
@antgrasso
@spirosmargaris
@jblefevre60
@ipfconline1
@kirkdborne
@evankirstel
@haroldsinnott
@mclynd
@wef

Top Mentioned in G2:
@drupagora
@mike_daly1
@tedeloc
@cybersecuritypl
@topoppshq
@goodfirms

Top Mentioned in G3:
@ume_kyd
@richardeudes
@venturebeat
@thekaushalsoni
@forbes
@skyegads
@chidambara09
@gbaglobal
@mikequindazzi
@yahoo

Top Mentioned in G4:
@digitalleadersa
@andrewserong
@tmforumorg
@alexander_low
@nokia
@informationage
@jlr_news
@bowiestate
@patriotstechno
@bainalerts

Top Mentioned in G5:
@sap
@ronald_vanloon
@jimharris
@tamaramccleary
@topcybernews
@heinzvhoenen
@scmatsap
@maribellopez
@hansthalbauer
@eric_kavanagh

Top Mentioned in G6:
@forbes
@delltech
@thecube
@nyike
@tcollinsconsult
@lisamartintv
@danielnewmanuv
@delltechworld
@paula_piccard
@venetoeconomia

Top Mentioned in G7:
@rwang0
@dhinchcliffe
@cioonline
@accenture
@celineschill
@constellationr
@fogoros
@ptc
@harvardbiz
@infosys

Top Mentioned in G8:
@ibmcloud
@ibmdevops
@cloudexpo
@xmatters_inc
@10zigtechnology
@dicedotcom
@datrium
@upstrategylab
@printerlogic
@xm_docs

Top Mentioned in G9:
@microsoft
@contentandcode
@awscloud
@vmware
@googlecloud
@google
@cioonline
@inc
@lindsayzwart
@bim_world

Top Mentioned in G10:
@techrepublic
@1e_global
@macybayern
@mit
@mercer
@gailevans_21
@cioreview
@erikbryn
@avi_collis
@eggers_felix

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@paoloigna1
@sectest9
@robre62
@nosqldigest
@british_airways
@evankirstel
@digestwordpress
@gamergeeknews
@jilliemary

Top Tweeters in G1:
@evankirstel
@marshacollier
@lilachbullock
@akwyz
@glaciarblue
@kimgarst
@gvalan
@nancyrubin
@livemint
@thomaspower

Top Tweeters in G2:
@biconnections
@infopronetwork
@bigdatabatman
@maxgattoni
@opineit
@mediarings
@metlucero
@craigthomler
@theiotwarehouse
@ferigan

Top Tweeters in G3:
@paoloigna1
@jilliemary
@rosatrunk
@ssscoop475
@chidambara09
@eraser
@businessinsider
@aaroncuddeback
@ramikantari
@srinualme

Top Tweeters in G4:
@ottlegalrebels
@vodafoneuk
@timothy_hughes
@cityam
@att
@dmalert
@pennewstweet
@gagnelegal
@myleejoseph
@cleardiff

Top Tweeters in G5:
@reuters
@labeecee15
@pdfstreaming
@topcybernews
@smartecocity
@rachelloumiller
@eric_kavanagh
@flashtweet
@five_alive
@manager_magazin

Top Tweeters in G6:
@nosqldigest
@gamergeeknews
@forbes
@shellykramer
@rickking16
@pardoe_ai
@guy_stallard
@danielnewmanuv
@paula_piccard
@troolsocial

Top Tweeters in G7:
@mcdonalds
@valaafshar
@rwang0
@hertz
@thedrum
@holgermu
@rautsan
@rtehrani
@harvardbiz
@imoyse

Top Tweeters in G8:
@fintechna
@evanderburg
@game_devbot
@meeksvs
@rldi_lamy
@ernieschell
@cloudexpo
@g00dwinfred
@sysconmedia
@kubesummit

Top Tweeters in G9:
@sectest9
@inc
@hilzfuld
@webexpert1971
@google
@milocamj
@noikeanolife
@lonelyplanet
@bw
@netclubj1

Top Tweeters in G10:
@techrepublic
@techradar
@maitefinch
@xaviermarcet
@oliverwyman
@mercer
@cioreview
@commvault
@mit
@albaprona


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