digitaltransformation, Twitter, 4/26/2019 1:07:50 PM, 194932


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digitaltransformation_2019-04-26_05-40-58.xlsx
digitaltransformation_2019-04-26_05-40-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 26, 2019
Short Description:
digitaltransformation via NodeXL http://bit.ly/2VrFb5b
@ronald_vanloon
@ipfconline1
@antgrasso
@tamaramccleary
@forbes
@santchiweb
@mikequindazzi
@digital_trans4m
@chidambara09
@helene_wpli

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

Description:
Description
The graph represents a network of 4,131 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 Friday, 26 April 2019 at 12:42 UTC.

The requested start date was Friday, 26 April 2019 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 19-hour, 36-minute period from Thursday, 25 April 2019 at 04:25 UTC to Friday, 26 April 2019 at 00:01 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 : 4131
Unique Edges : 5487
Edges With Duplicates : 2196
Total Edges : 7683
Number of Edge Types : 3
Mentions : 5192
Tweet : 2421
Replies to : 70
Self-Loops : 2421
Reciprocated Vertex Pair Ratio : 0.01768968456948
Reciprocated Edge Ratio : 0.0347643979057592
Connected Components : 1278
Single-Vertex Connected Components : 734
Maximum Vertices in a Connected Component : 1722
Maximum Edges in a Connected Component : 4824
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.007265
Graph Density : 0.000279877592384516
Modularity : 0.600127
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[39] https://www.forbes.com/sites/forbestechcouncil/2019/04/24/should-you-build-or-buy-ai-thats-the-wrong-question/#7e5a787021ce
[25] https://thefinancialbrand.com/82855/banking-digital-transformation-excuses-trends/?smedia-twt-jm
[25] https://www.postscapes.com/internet-of-things-investment/
[24] https://www.cioreview.com/cxoinsight/data-analytics-for-connected-cars-nid-6142-cid-156.html
[22] https://www.businessinsider.com/samsung-investing-in-semiconductor-space-2019-4?international=true&r=US&IR=T?utm_source=twitter&utm_medium=referral&utm_content=topbar&utm_term=mobile&referrer=twitter
[20] https://blogs.workday.com/how-to-make-digital-transformation-a-reality/?eid=enus_smp_wd_tw_wd_wd_bl_17.1847
[16] http://blog.net-effect.com/readiness-digital-transformation/
[15] https://www.linkedin.com/pulse/digital-to-do-list-must-ian-moyse-/
[15] https://uriotnews.tech/geolocation-with-titanium-part-1/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=geolocation-with-titanium-part-1
[14] https://www.cio.com/article/3390662/cios-remain-cautious-on-ai-experiments-and-investments.html

Top URLs in Tweet in G1:
[6] https://www.bbc.co.uk/news/health-48037592
[5] https://twitter.com/aneeshnair/status/1121271620738404352
[5] https://www.reuters.com/article/us-rivian-ford-motor/ford-motor-to-put-500-million-into-electric-vehicle-startup-rivian-idUSKCN1S01LD?feedType=RSS&feedName=technologyNews
[3] https://www.techrepublic.com/article/7-moves-it-leaders-should-make-before-a-digital-transformation/?es_ad=71899&es_sh=122a05092e7456a7e24e079f5356a02e
[2] http://blog.tmcnet.com/blog/rich-tehrani/ip-communications/aryakas-global-strength-a-plus-when-adding-sd-wan-to-digital-transform.html
[2] https://thenextweb.com/robots/2019/04/19/cornell-scientists-create-living-machines-that-eat-grow-and-evolve/
[2] http://intergroup-partners.com/we-are-ready/
[2] https://www.itpro.co.uk/biometrics/33507/eu-parliament-green-lights-massive-biometric-database-for-immigration-control
[2] http://www.tgmatrix.com/2018/07/02/infographic-9-steps-getting-first-100-matches-free-2/
[2] http://www.technomagazine.net/

Top URLs in Tweet in G2:
[21] https://www.cioreview.com/cxoinsight/data-analytics-for-connected-cars-nid-6142-cid-156.html
[20] https://thefinancialbrand.com/82855/banking-digital-transformation-excuses-trends/?smedia-twt-jm
[15] http://blog.net-effect.com/readiness-digital-transformation/
[8] https://www.ssidecisions.com/blog/top-five-digital-transformation-trends-for-2019-infographic
[7] https://artificial-intelligence.cioapplications.com/cxoinsights/debunk-ai-adoption-for-enterprises--nid-2040.html
[7] https://hackernoon.com/how-blockchain-can-transform-artificial-intelligence-76910d2c9201
[6] https://www.forbes.com/sites/forbestechcouncil/2019/04/24/should-you-build-or-buy-ai-thats-the-wrong-question/#7e5a787021ce
[6] https://www.i-scoop.eu/internet-of-things-guide/internet-things-healthcare/
[5] https://cmun.it/nok5e7
[5] http://b2c.news/R6O7oD

Top URLs in Tweet in G3:
[15] https://www.linkedin.com/pulse/digital-to-do-list-must-ian-moyse-/
[7] https://techcrunch.com/2019/04/02/microsoft-teams-up-with-bmw-for-the-iot-focused-open-manufacturing-platform/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed:+techcrunchIt+(TechCrunch+IT)
[4] https://www.iotforall.com/iot-product-competitive-edge/?utm_source=newsletter&utm_medium=email&utm_campaign=Medium_Letter_April13
[4] https://www.raconteur.net/infographics/a-day-in-data
[4] https://www.youtube.com/iiot-world
[3] https://www.ft.com/content/1c9df560-66b7-11e9-9adc-98bf1d35a056
[3] https://twitter.com/antgrasso/status/1121398522170019841
[2] http://blog.datarobot.com/infographic-staying-ahead-game-artificial-intelligence?utm_content=buffer5b764&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://new.siemens.com/global/en/company/innovation/innovation-strategy.html
[2] https://iiot-world.com/connected-industry/3-practical-ways-to-transform-brownfield-plants-into-digital-factories/

Top URLs in Tweet in G4:
[4] https://devops.com/how-to-improve-devops-visibility/?utm_campaign=coschedule&utm_source=twitter&utm_medium=xebialabs
[3] https://twi.li/JfmLXL
[3] https://twi.li/EoGYzT
[3] https://www.itproportal.com/features/digital-transformation-introduces-a-paradox-of-choice/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.oreilly.com/ideas/machine-learning-for-personalization?utm_content=90096599&utm_medium=social&utm_source=twitter&hss_channel=tw-309007739
[2] https://www.theguardian.com/future-focused-it/2019/apr/24/look-before-you-leap-how-companies-can-avoid-digital-transformation-fails
[2] https://techhq.com/2019/04/five-lessons-in-digital-transformation-from-bayers-cio/
[2] https://www.forbes.com/sites/forbescoachescouncil/2019/04/25/the-anatomy-of-a-digital-transformation/#661ddab353aa
[2] https://twitter.com/digitaljournal/status/1121507686443515907
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.freecodecamp.org%2Fhow-to-scrape-websites-with-python-and-beautifulsoup-5946935d93fe

Top URLs in Tweet in G5:
[28] https://www.forbes.com/sites/forbestechcouncil/2019/04/24/should-you-build-or-buy-ai-thats-the-wrong-question/#7e5a787021ce
[12] https://www.cio.com/article/3390662/cios-remain-cautious-on-ai-experiments-and-investments.html
[8] https://www.fastcompany.com/90333075/the-future-of-air-travel-ai-that-shames-you-into-being-a-better-passenger
[6] https://venturebeat.com/2019/03/15/probeat-ai-and-quantum-computing-continue-to-collide/
[6] https://twitter.com/aneeshnair/status/1121271620738404352
[4] https://www.zdnet.com/article/ai-adoption-is-key-to-improving-the-customer-experience/
[4] https://www.forbes.com/sites/cognitiveworld/2019/04/22/debunking-the-myths-and-reality-of-artificial-intelligence/#7a59e3e643b5
[2] https://www.cio.co.nz/article/660266/tech-future-work-4-scenarios-prepare/
[2] https://www.forbes.com/sites/kalevleetaru/2019/04/23/could-ai-replace-hollywood-with-personalized-movies/#434e38f753f1
[2] https://www.forbes.com/sites/glennllopis/2019/03/10/healthcare-in-the-age-of-personalization/#3cce1f4553f4

Top URLs in Tweet in G6:
[9] https://www.datasciencecentral.com/profiles/blogs/data-science-central-weekly-digest-april-22
[8] https://www.7wdata.be/big-data/heres-how-ai-is-transforming-digitization/
[7] https://www.forbes.com/sites/tomdavenport/2019/04/05/ai-is-destroying-traditional-business-thinking/#7f6781303205
[5] https://dy.si/3NGCW
[5] https://peggysmedleyshow.com/portfolio-items/04-23-19-episode-611-segment-2-the-distracted-driving-epidemic/
[3] https://connectedworld.com/is-5g-here/
[3] https://www.cioreview.com/cxoinsight/data-analytics-for-connected-cars-nid-6142-cid-156.html
[3] https://twitter.com/thekaushalsoni
[3] http://news.datascientists.fr/
[2] https://constructech.com/article/enabling-technology-spring-2019/

Top URLs in Tweet in G7:
[12] https://uriotnews.tech/geolocation-with-titanium-part-1/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=geolocation-with-titanium-part-1
[6] https://www.thedigitaltransformationpeople.com/channels/the-case-for-digital-transformation/ten-facts-to-help-you-survive-the-digital-economy/
[4] https://techwireasia.com/2019/04/global-spending-on-digital-transformation-to-equal-australia-gdp/
[4] https://www.shrm.org/ResourcesAndTools/hr-topics/technology/Pages/Can-CHROs-and-Chief-Digital-Officers-Get-Along.aspx?_ga=2.121273416.1393926593.1555062459-280973228.1550054220
[4] https://www.scoop.it/topic/digital-transformation-leadership/p/4106899774/2019/04/11/cios-the-new-chief-enablers-of-digital-transformation?utm_medium=social&utm_source=twitter
[4] https://www.fintechmagazine.com/fintech/avaya-partners-standard-chartered-digital-transformation
[3] https://www.cmswire.com/digital-workplace/the-ingredients-of-a-successful-digital-transformation-strategy/?sc_cid=701f2000000Rn8iAAC
[3] https://www.cio.com/article/3322952/cio-role/why-you-dont-need-a-chief-insert-new-tech-name-here-officer.html#tk.rss_managinginnovationdisruptivetechnology
[2] https://techwireasia.com/2019/04/the-next-wave-of-digital-transformation-needs-leaders-not-managers/
[2] https://twi.li/mpkPYx

Top URLs in Tweet in G8:
[4] https://www.forbes.com/sites/forbescommunicationscouncil/2019/04/08/disrupt-or-be-disrupted-seven-steps-to-digital-transformation/#6d2961785f20
[3] https://www.forbes.com/sites/cognitiveworld/2019/04/25/5-top-ai-trends/
[3] https://www.weforum.org/agenda/2019/01/sharing-economy/
[3] https://www.forbes.com/sites/danielnewman/2017/07/25/top-6-digital-transformation-trends-in-automotive/#aaec59254e1e
[3] https://www.weforum.org/agenda/2018/04/chart-of-the-day-how-would-you-spend-your-time-in-self-driving-car
[3] https://twi.li/p9xJhD
[2] https://www.itproportal.com/features/navigating-your-journey-to-the-cloud
[2] https://www.forbes.com/sites/grantfreeland/2019/04/15/botox-and-boxes-how-allergan-and-ups-pursued-digital-transformation/
[1] https://twitter.com/i/web/status/1121419601730883584
[1] https://twitter.com/i/web/status/1120992179915124736

Top URLs in Tweet in G9:
[8] https://lnkd.in/g9JFFZH
[5] https://paper.li/UK_CIF/1494252160?edition_id=d7a59900-6741-11e9-89aa-0cc47a0d1609
[4] https://lnkd.in/ekVTH68
[3] https://paper.li/TheBusinessShow/1357561367?edition_id=16fafb10-6673-11e9-bcf0-0cc47a0d1605
[3] https://www.itproportal.com/features/digital-transformation-introduces-a-paradox-of-choice/?utm_source=dlvr.it&utm_medium=twitter
[3] https://medium.com/@ilijamihajlovic/how-artificial-intelligence-is-impacting-our-everyday-lives-eddcf83c674a
[3] https://apple.news/AUAEGKQTFN9SgubUOmL_7qA
[2] https://www.datasciencecentral.com/profiles/blogs/what-is-augmented-analytics-and-can-it-add-value-to-business
[2] https://datafloq.com/read/iot-ai-blockchain-catalysts-digital-transformation/4064?utm_content=bufferf2a9c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.salesforce.com/blog/2018/12/what-is-the-fourth-industrial-revolution-4IR

Top URLs in Tweet in G10:
[25] https://www.postscapes.com/internet-of-things-investment/
[22] https://www.businessinsider.com/samsung-investing-in-semiconductor-space-2019-4?international=true&r=US&IR=T?utm_source=twitter&utm_medium=referral&utm_content=topbar&utm_term=mobile&referrer=twitter
[5] https://undeveloped.com/buy-domain/projectairship.com?redirected=true&tld=com
[3] https://www.wired.co.uk/article/internet-of-things-what-is-explained-iot
[3] https://www.forbes.com/sites/louiscolumbus/2018/08/16/iot-market-predicted-to-double-by-2021-reaching-520b/
[3] https://undeveloped.com/buy-domain/iotinvestors.com?redirected=true&tld=com
[3] https://www.forbes.com/sites/tomdavenport/2019/04/05/ai-is-destroying-traditional-business-thinking/
[3] https://www.gpsworld.com/quanta-uav-ins-gnss-improves-uav-based-surveying/
[3] https://lnkd.in/gHeC5YY
[2] https://www.theregister.co.uk/2019/04/09/qualcomm_ai_day/

Top Domains
Top Domains in Tweet in Entire Graph:
[2382] twitter.com
[145] forbes.com
[143] paper.li
[124] twi.li
[72] lnkd.in
[40] co.uk
[37] cio.com
[34] dy.si
[32] thefinancialbrand.com
[31] linkedin.com

Top Domains in Tweet in G1:
[744] twitter.com
[30] lnkd.in
[20] paper.li
[20] google.com
[19] forbes.com
[16] co.uk
[10] dy.si
[6] medium.com
[5] cio.com
[5] techrepublic.com

Top Domains in Tweet in G2:
[198] twitter.com
[23] cioreview.com
[22] thefinancialbrand.com
[22] forbes.com
[15] net-effect.com
[10] cmun.it
[9] faveeo.com
[8] ssidecisions.com
[7] co.uk
[7] datasciencecentral.com

Top Domains in Tweet in G3:
[135] twitter.com
[15] linkedin.com
[9] twi.li
[8] raconteur.net
[7] techcrunch.com
[6] iiot-world.com
[5] iotforall.com
[5] youtube.com
[5] forbes.com
[4] ft.com

Top Domains in Tweet in G4:
[98] twitter.com
[11] twi.li
[4] devops.com
[4] oreilly.com
[3] itproportal.com
[3] mercer.com
[2] politicshome.com
[2] theguardian.com
[2] techhq.com
[2] forbes.com

Top Domains in Tweet in G5:
[44] twitter.com
[39] forbes.com
[19] cio.com
[8] fastcompany.com
[6] venturebeat.com
[6] zdnet.com
[3] mckinsey.com
[2] co.nz
[2] marketplace.org
[2] cmswire.com

Top Domains in Tweet in G6:
[98] twitter.com
[12] datasciencecentral.com
[9] forbes.com
[8] peggysmedleyshow.com
[8] 7wdata.be
[7] dy.si
[5] datascientists.fr
[3] constructech.com
[3] connectedworld.com
[3] cioreview.com

Top Domains in Tweet in G7:
[146] twitter.com
[78] twi.li
[18] uriotnews.tech
[10] paper.li
[9] thedigitaltransformationpeople.com
[7] forbes.com
[6] techwireasia.com
[6] ziftsolutions.com
[6] scoop.it
[6] dy.si

Top Domains in Tweet in G8:
[38] twitter.com
[13] forbes.com
[12] itproportal.com
[6] weforum.org
[5] okt.to
[3] twi.li
[2] paper.li
[1] fastcompany.com
[1] snip.ly

Top Domains in Tweet in G9:
[52] twitter.com
[17] lnkd.in
[15] twi.li
[9] paper.li
[5] techwireasia.com
[3] itproportal.com
[3] martechadvisor.com
[3] medium.com
[3] apple.news
[3] com.au

Top Domains in Tweet in G10:
[25] postscapes.com
[22] twitter.com
[22] businessinsider.com
[18] undeveloped.com
[16] forbes.com
[8] venturebeat.com
[7] co.uk
[3] gpsworld.com
[3] lnkd.in
[2] bodybuilding.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3015] digitaltransformation
[786] ai
[453] iot
[362] innovation
[310] technology
[212] bigdata
[208] digital
[168] transformation
[165] internetofthings
[164] data



Top Hashtags in Tweet in G1:
[398] digitaltransformation
[70] ai
[29] technology
[27] innovation
[27] digital
[24] artificialintelligence
[23] iot
[20] digitalmarketing
[17] marketing
[16] machinelearning

Top Hashtags in Tweet in G2:
[528] digitaltransformation
[214] ai
[124] iot
[98] innovation
[86] artificialintelligence
[69] technology
[64] fintech
[63] automation
[61] analytics
[59] internetofthings

Top Hashtags in Tweet in G3:
[168] digitaltransformation
[59] iot
[55] ai
[50] iiot
[28] technology
[25] transformation
[23] innovation
[22] industry40
[21] smartcities
[20] aiops

Top Hashtags in Tweet in G4:
[130] digitaltransformation
[20] automation
[19] ai
[18] transformation
[16] analytics
[12] bigdata
[12] iot
[11] hybriditmanagement
[11] microfocus
[10] cybersecurity

Top Hashtags in Tweet in G5:
[114] digitaltransformation
[68] ai
[15] cio
[14] designthinking
[8] enterprises
[8] design
[6] quantumcomputing
[6] aneeshnair
[5] futureofwork
[5] machinelearning

Top Hashtags in Tweet in G6:
[69] digitaltransformation
[31] ai
[26] iot
[26] bigdata
[25] machinelearning
[18] datascience
[15] blockchain
[12] m2m
[9] artificialintelligence
[9] technology

Top Hashtags in Tweet in G7:
[158] digitaltransformation
[87] transformation
[32] ai
[26] innovation
[20] business
[17] internetofthings
[14] digital
[7] technology
[6] cdo
[6] distribution

Top Hashtags in Tweet in G8:
[85] digitaltransformation
[52] ai
[33] iot
[17] futureofwork
[15] future
[14] ml
[14] dl
[12] cloud
[12] innovation
[11] wearabletech

Top Hashtags in Tweet in G9:
[91] digitaltransformation
[21] ai
[15] innovation
[14] transformation
[14] technology
[10] salesforce
[8] malta
[7] digitalmarketing
[5] deloittedigital
[5] cybersecurity

Top Hashtags in Tweet in G10:
[79] iot
[78] digitaltransformation
[62] technology
[53] internetofthings
[50] ai
[46] 5g
[44] iiot
[34] business
[25] vc
[25] venturecapital

Top Words
Top Words in Tweet in Entire Graph:
[3469] Words in Sentiment List#1: Positive
[1078] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[85268] Non-categorized Words
[89815] Total Words
[3016] #digitaltransformation
[786] #ai
[732] digital
[456] transformation
[453] #iot

Top Words in Tweet in G1:
[398] #digitaltransformation
[171] digital
[97] transformation
[70] #ai
[64] more
[60] new
[58] gt
[56] s
[53] business
[48] read

Top Words in Tweet in G2:
[528] #digitaltransformation
[214] #ai
[158] ronald_vanloon
[124] #iot
[117] ipfconline1
[111] gt
[98] #innovation
[86] #artificialintelligence
[78] data
[77] digital

Top Words in Tweet in G3:
[168] #digitaltransformation
[64] antgrasso
[59] #iot
[55] #ai
[53] digital
[50] #iiot
[35] transformation
[30] cloudexpo
[28] #technology
[25] #transformation

Top Words in Tweet in G4:
[130] #digitaltransformation
[47] digital
[44] new
[34] jgarber308
[32] transformation
[29] microfocus
[28] ronald_vanloon
[23] 4
[22] great
[22] blogpost

Top Words in Tweet in G5:
[114] #digitaltransformation
[68] #ai
[62] tamaramccleary
[28] build
[28] buy
[28] wrong
[28] question
[19] cioonline
[18] key
[14] #designthinking

Top Words in Tweet in G6:
[69] #digitaltransformation
[36] data
[31] #ai
[26] #iot
[26] #bigdata
[26] transformation
[25] #machinelearning
[25] kirkdborne
[21] business
[21] richardeudes

Top Words in Tweet in G7:
[158] #digitaltransformation
[87] #transformation
[79] digital
[59] transformation
[32] #ai
[26] #innovation
[23] 1
[22] part
[22] business
[20] #business

Top Words in Tweet in G8:
[85] #digitaltransformation
[52] #ai
[33] #iot
[30] alvinfoo
[18] gt
[17] #futureofwork
[16] future
[15] #future
[14] #ml
[14] #dl

Top Words in Tweet in G9:
[91] #digitaltransformation
[36] digital
[25] transformation
[21] #ai
[16] salesforce
[16] s
[15] #innovation
[14] #transformation
[14] #technology
[14] cloud

Top Words in Tweet in G10:
[79] #iot
[78] #digitaltransformation
[62] #technology
[53] #internetofthings
[50] #ai
[46] #5g
[44] #iiot
[34] #business
[25] #vc
[25] #venturecapital

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[370] digital,transformation
[119] gt,gt
[107] #technology,#digitaltransformation
[103] #digitaltransformation,#ai
[94] #digitaltransformation,#innovation
[81] #innovation,#digitaltransformation
[70] #transformation,#digitaltransformation
[66] #ai,#iot
[65] #iot,#ai
[62] find,out

Top Word Pairs in Tweet in G1:
[76] digital,transformation
[35] gt,gt
[16] read,more
[12] learn,more
[11] #ai,#digitaltransformation
[10] find,out
[9] don,t
[9] artificial,intelligence
[8] #digitaltransformation,#innovation
[7] 4,0

Top Word Pairs in Tweet in G2:
[70] gt,gt
[49] data,#analytics
[47] #digitaltransformation,#innovation
[46] digital,transformation
[38] #iot,#internetofthings
[37] #technology,#digitaltransformation
[35] future,office
[35] office,futuristic
[35] futuristic,computer
[35] computer,meeting

Top Word Pairs in Tweet in G3:
[25] #iot,#iiot
[22] digital,transformation
[19] #transformation,#digitaltransformation
[15] digital,list
[15] list,sapariba
[15] sapariba,manutanfrance
[15] manutanfrance,#sap
[15] #sap,#transformation
[15] top,10
[15] 10,#technology

Top Word Pairs in Tweet in G4:
[30] digital,transformation
[22] great,new
[22] new,#digitaltransformation
[22] #digitaltransformation,blogpost
[22] blogpost,microfocus
[22] microfocus,executive
[22] executive,jgarber308
[22] jgarber308,ft
[22] ft,4
[22] 4,pillars

Top Word Pairs in Tweet in G5:
[28] build,buy
[28] buy,#ai
[28] #ai,wrong
[28] wrong,question
[28] question,#digitaltransformation
[27] tamaramccleary,build
[14] #designthinking,becoming
[14] becoming,key
[14] key,pillar
[12] #cio's,remain

Top Word Pairs in Tweet in G6:
[12] digital,transformation
[10] #datascience,#machinelearning
[9] last,week's
[9] week's,top
[9] top,content
[9] content,#datascience
[9] #machinelearning,datasciencectrl
[9] datasciencectrl,#abdsc
[8] kirkdborne,last
[8] #abdsc,#big

Top Word Pairs in Tweet in G7:
[51] digital,transformation
[34] #transformation,#digitaltransformation
[17] transformation,#transformation
[16] part,1
[15] #internetofthings,#digitaltransformation
[14] geolocation,titanium
[14] titanium,part
[13] 1,#internetofthings
[13] idg,contributor
[13] contributor,network

Top Word Pairs in Tweet in G8:
[33] #ai,#iot
[14] #ml,#dl
[12] #futureofwork,#digitaltransformation
[11] shoe,future
[11] future,completely
[11] completely,connected
[11] connected,digitsole
[11] digitsole,#ai
[11] #iot,#wearabletech
[11] #wearabletech,#digitaltransformation

Top Word Pairs in Tweet in G9:
[25] digital,transformation
[12] #innovation,#digitaltransformation
[10] salesforce,summit
[10] summit,malta
[10] #technology,#innovation
[9] malta,#salesforce
[8] salesforcemalta,salesforce
[8] #salesforce,#malta
[8] #malta,#technology
[7] emircom_me,conducted

Top Word Pairs in Tweet in G10:
[55] #technology,#digitaltransformation
[41] #iot,#ai
[35] #ai,#internetofthings
[32] #5g,#iiot
[31] #iiot,#technology
[25] #vc,#venturecapital
[25] #venturecapital,#iot
[25] #internetofthings,#5g
[25] #business,#entrepreneur
[24] iotfunding,#vc

Top Replied-To
Top Replied-To in Entire Graph:
@vodafoneukbiz
@mizzou
@docker
@rompetrol
@helene_wpli
@sama_gov
@retailviva
@dajb2
@digimktgninja
@bcg

Top Replied-To in G1:
@leapfrog_media
@industry_4

Top Replied-To in G2:
@helene_wpli
@ronald_vanloon

Top Replied-To in G3:
@docker
@dajb2
@worldbank

Top Replied-To in G4:
@biztechmagazine

Top Replied-To in G5:
@walmart

Top Replied-To in G6:
@mizzou
@pclconstruction
@commerzbank

Top Replied-To in G9:
@salesforce
@townofleesburg
@emircom_me
@ensonoit
@steph_pbctoday

Top Replied-To in G10:
@robmccargow

Top Mentioned
Top Mentioned in Entire Graph:
@ume_kyd
@ronald_vanloon
@ipfconline1
@antgrasso
@tamaramccleary
@mikequindazzi
@fisher85m
@alvinfoo
@helene_wpli
@forbes

Top Mentioned in G1:
@drsharwood
@intergroup_news
@cipsnews
@sparkglobaluk
@codeherent
@ai_miami
@indiez_io
@nrxassethub
@voiped
@mvkutzschenbach

Top Mentioned in G2:
@ronald_vanloon
@ipfconline1
@mikequindazzi
@verge
@antgrasso
@helene_wpli
@mvollmer1
@guzmand
@dw_business
@cioreview

Top Mentioned in G3:
@antgrasso
@frronconi
@enricomolinari
@sapariba
@imoyse
@manutanfrance
@trendforce
@dhinchcliffe
@vinod1975
@crm_cws_cloud

Top Mentioned in G4:
@jgarber308
@microfocus
@mercer
@ninjapublishing
@box
@appsheet
@smartdraw
@oreillymedia
@markplant
@xebialabs

Top Mentioned in G5:
@tamaramccleary
@cioonline
@amazon
@aneeshnair
@venturebeat
@walmart
@siemenscities
@valaafshar
@zdnet
@jamesvgingerich

Top Mentioned in G6:
@kirkdborne
@richardeudes
@connectedwmag
@datasciencectrl
@tdav
@themeganbeck
@barrylibert
@risk_institute
@wswmuc
@constructechmag

Top Mentioned in G7:
@thinkers360
@soumikroy
@avaya
@avaya_irl
@uriotnews
@thedigitaltp
@pprbot
@corixpartners
@thefu
@vizworld

Top Mentioned in G8:
@alvinfoo
@kashthefuturist
@grattonboy
@ianknowlson
@julez_norton
@andrewyng
@lassewe
@gvalan
@debraru

Top Mentioned in G9:
@salesforcemalta
@ciscomiddleeast
@emircom_me
@salesforce
@sarahrocklaw
@buildlaw_arttea
@uk_cif
@viewdemy
@ukbimalliance
@fcm360group

Top Mentioned in G10:
@iotfunding
@forbes
@iotmicrochips
@businessinsider
@domainbrandsuk
@venturebeat
@iotbulletin
@microsoft
@whatismalware
@airship5g

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@atsocialmediauk
@nosqldigest
@evankirstel
@gamergeeknews
@ottlegalrebels
@chidambara09
@eraser
@kotaknaren

Top Tweeters in G1:
@villamizaritpro
@biconnections
@w3livenews
@nishant_shastry
@infopronetwork
@xbrlstandard
@gabbariele
@gbemiereku
@tobrazcova
@bynry

Top Tweeters in G2:
@arkangelscrap
@evankirstel
@devnullius
@fintechna
@annwalthour
@calcaware
@jeffbullas
@machinelearnflx
@mashable
@cnbc

Top Tweeters in G3:
@sectest9
@andysugs
@richsimmondsza
@lesechos
@akwyz
@financialtimes
@ft
@andrewmorrisuk
@funder
@crm_cws_cloud

Top Tweeters in G4:
@yvesmulkers
@santchiweb
@lufthansa
@kevin_jackson
@ferigan
@govcloud
@artsandclouds
@cleardiff
@dzone
@dell

Top Tweeters in G5:
@walmart
@valaafshar
@howardstrauber
@nomoreslaves
@juanjosebao
@miguel1urga
@realdjthewriter
@ceektechnology
@enriquen
@tunnelbreeze

Top Tweeters in G6:
@nosqldigest
@chidambara09
@smoothsale
@thekaushalsoni
@akdm_bot
@kirkdborne
@dmalert
@manifattura40
@machine_ml
@nvsdata

Top Tweeters in G7:
@zuzudotai
@sara8smiles
@engineer_gone
@vizworld
@melissablive
@maupanas
@lago72
@microtech_sl
@cptbookings
@jasonaugustine_

Top Tweeters in G8:
@trippbraden
@gezgintrk
@gvalan
@grattonboy
@grattongirl
@2601manish
@albertan48
@stella_holman
@job_board_uk
@ukjobhub

Top Tweeters in G9:
@atsocialmediauk
@ottlegalrebels
@marshacollier
@entwistletx
@milocamj
@datafloq
@gagnelegal
@salesforce
@amruthasuri
@thebusinessshow

Top Tweeters in G10:
@businessinsider
@forbes
@techcrunch
@venturebeat
@digitaltrends
@theregister
@wired
@ruth__diaz
@technative
@blakemichellem