digitaltransformation, Twitter, 5/21/2020 9:50:03 PM, 227031


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digitaltransformation_2020-05-20_05-01-13.xlsx
digitaltransformation_2020-05-20_05-01-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 21, 2020
Short Description:
digitaltransformation via NodeXL https://bit.ly/36mESMf
@antgrasso
@max_lyashko
@mikequindazzi
@chidambara09
@ipfconline1
@forbes
@softclouds
@websecurityit
@ronald_vanloon
@haroldsinnott

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

Description:
Description
The graph represents a network of 4,189 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, 20 May 2020 at 12:02 UTC.

The requested start date was Wednesday, 20 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1-day, 5-hour, 46-minute period from Monday, 18 May 2020 at 18:10 UTC to Tuesday, 19 May 2020 at 23:57 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 : 4189
Unique Edges : 4265
Edges With Duplicates : 7392
Total Edges : 11657
Number of Edge Types : 5
Mentions : 2100
Tweet : 1579
Retweet : 2998
MentionsInRetweet : 4893
Replies to : 87
Self-Loops : 1715
Reciprocated Vertex Pair Ratio : 0.027501265395647
Reciprocated Edge Ratio : 0.0535303776683087
Connected Components : 1059
Single-Vertex Connected Components : 626
Maximum Vertices in a Connected Component : 2142
Maximum Edges in a Connected Component : 8792
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.618922
Graph Density : 0.000347136483120959
Modularity : 0.459524
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,189 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, 20 May 2020 at 12:02 UTC.

The requested start date was Wednesday, 20 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1-day, 5-hour, 46-minute period from Monday, 18 May 2020 at 18:10 UTC to Tuesday, 19 May 2020 at 23:57 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:
[52] https://www.aisoma.de/8-useful-industry-4-0-slides/
[46] https://www2.deloitte.com/us/en/insights/focus/internet-of-things/transportation-iot-internet-of-things-ecosystem.html
[34] https://twinybots.ch/
[33] https://www.linkedin.com/pulse/fusion-5g-iot-ai-murat-durmus/
[25] https://www.youtube.com/watch?v=uylYU7lVp6A&feature=youtu.be

[24] https://www.forbes.com/sites/forbesagencycouncil/2020/05/18/how-ai-is-disrupting-the-b2b-space/
[20] https://diginomica.com/digital-acceleration-underlying-transformation-main-takeaway-covid-19-fast-food-sector
[20] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fcodeburst.io%2Fusing-js-libraries-inside-a-multithreading-environment-835cd8cbc30b
[19] https://digitaltelcos.com/
[17] https://events.foryou.ericsson.com/ericssonunboxedofficesocialseries?utm_source=facebook/twitter/linkedin&utm_medium=social_influencer&utm_campaign=gfmc_global_unboxed-office-event_TM_20200511

Top URLs in Tweet in G1:
[7] https://www.workday.com/en-us/pages/organizational-agility.html
[5] https://twinybots.ch/
[4] https://www.linkedin.com/posts/data360solutions_data-360-labs-members-just-got-hooked-up-activity-6631287046889713665-Rd-s
[4] https://www.forbes.com/sites/forbesagencycouncil/2020/05/18/how-ai-is-disrupting-the-b2b-space/
[4] https://t.me/annickluisette
[3] https://thinkjets.com/5-most-crucial-insurtech-trends-of-2020/
[3] https://www.forbes.com/sites/forbescoachescouncil/2019/09/11/digital-transformation-is-not-what-you-think-it-is/#5ae366f669b4
[2] https://www.digitalrealty.com/resources/white-papers/retail-industry-realizing-game-changing-benefits-of-digital-transformation
[2] https://enterprisersproject.com/article/2020/5/digital-transformation-how-speed-up
[2] https://medium.com/@nwyatt227/what-is-a-creative-monopoly-why-you-should-start-one-53db0729aedb?source=friends_link&sk=7aa6236c4ac8eb9634b784e5c365905a

Top URLs in Tweet in G2:
[18] https://twinybots.ch/
[16] https://diginomica.com/digital-acceleration-underlying-transformation-main-takeaway-covid-19-fast-food-sector
[14] https://cyberstartupobservatory.com/finder/
[12] https://www.weforum.org/agenda/2020/05/five-workplace-trends-will-shape-life-after-lockdown
[10] https://cyberstartupobservatory.com/download-observatory-all/
[10] https://www.iotforall.com/internet-of-things-security/
[10] https://www.forbes.com/sites/forbesagencycouncil/2020/05/18/how-ai-is-disrupting-the-b2b-space/
[9] https://www.mobilepaymentstoday.com/news/mobile-finance-apps-surge-in-market-share/
[8] http://out.faveeo.com/?url=https://www.forbes.com/sites/carolinamilanesi/2020/05/11/digital-transformation-and-digital-divide-post-covid-19/&vertical=innovations-and-trends&lang=en&family=cybersecurity
[8] https://www.cmswire.com/information-management/the-digital-transformation-time-line-just-sped-up-now-what/amp/?__twitter_impression=true

Top URLs in Tweet in G3:
[42] https://www2.deloitte.com/us/en/insights/focus/internet-of-things/transportation-iot-internet-of-things-ecosystem.html
[19] https://digitaltelcos.com/
[16] https://events.foryou.ericsson.com/ericssonunboxedofficesocialseries?utm_source=facebook/twitter/linkedin&utm_medium=social_influencer&utm_campaign=gfmc_global_unboxed-office-event_TM_20200511
[11] https://engage.bah.com/Article/Redirect/2fd2bf4b-bd31-45fa-8a18-fe5faef6fc29?uc=30185&g=04bc551e-3320-4d15-adb7-3f98b5bd88fd&f=79521
[9] https://www.datasciencecentral.com/profiles/blogs/weekly-digest-may-4-1
[9] https://ourworldindata.org/rise-of-social-media
[8] https://bibrainz.com/podcast/how-to-market-machine-learning-to-execs-w-kristen-kehrer/
[7] https://www.iotworldtoday.com/webinar/asset-performance-management-to-help-you-reach-industry-4-0/
[6] https://www.aisoma.de/8-useful-industry-4-0-slides/
[5] https://engage.bah.com/Article/Redirect/13aad82d-8a5f-4ee3-a3ff-66b17f2786e7?uc=30185&g=75cee507-8a51-43f4-90fa-3beae23d06e8&f=144801

Top URLs in Tweet in G4:
[8] https://universe.microfocus.com/website/820/digital-transformation-zone-/?utm_source=socialmedia&utm_medium=social&utm_campaign=00164297
[6] https://thinkjets.com/5-most-crucial-insurtech-trends-of-2020/
[6] https://twinybots.ch/
[6] https://universe.microfocus.com/website/820/speakers/
[5] https://universe.microfocus.com/website/820/?utm_campaign=00164297
[4] https://www.forbes.com/sites/forbesagencycouncil/2020/05/18/how-ai-is-disrupting-the-b2b-space/
[4] https://towardsdatascience.com/how-to-measure-your-organizations-data-maturity-2352cbaf1896
[4] https://avoa.com/2020/05/18/understanding-edge-to-the-enterprise-with-mark-thiele-cxoitk-01/
[3] https://www.longtermplan.nhs.uk/areas-of-work/digital-transformation/
[3] https://www.techrepublic.com/article/tech-laggards-leave-billions-on-the-table-due-to-bad-decisions/

Top URLs in Tweet in G5:
[6] https://npcindia.gov.in/NPC/User/webinar_registration?course_select_id=NTM=
[4] https://twitter.com/yadu86/status/1261202889353068546
[1] https://twitter.com/i/web/status/1262695150654013445
[1] https://twitter.com/i/web/status/1262763014278639623
[1] https://twitter.com/i/web/status/1262762146867277827
[1] https://twitter.com/i/web/status/1262763301601021952
[1] https://twitter.com/i/web/status/1262398662719700993
[1] https://twitter.com/i/web/status/1262775569835421696
[1] https://twitter.com/i/web/status/1262446065879580673
[1] https://twitter.com/i/web/status/1262766843531456512

Top URLs in Tweet in G6:
[10] https://xcubelabs.com/lp/iot-landscape-report-2020
[4] https://www.xcubelabs.com/lp/enterprise-mobility-ebook
[3] https://iiot-world.com/connected-industry/machine-builders-oems-delivering-iiot-services-to-manufacturers/
[2] https://iiot-world.com/connected-industry/using-augmented-field-procedures-to-improve-worker-safety-in-energy/
[2] https://www.theee.io/2020/03/06/1511-identity-and-access-management-market-to-grow-at-12-6-from-2019-to-2025/
[2] https://techhq.com/2020/04/2020-is-about-digital-optimization-not-digital-transformation/
[2] https://dy.si/XSdcYY
[2] https://paper.li/UK_CIF/1494252160?edition_id=7de1be80-99b8-11ea-aa42-0cc47a0d1609
[1] https://abbconferencing.webex.com/mw3300/mywebex/default.do?nomenu=true&siteurl=abbconferencing&service=6&rnd=0.4003005549064145&main_url=https%3A%2F%2Fabbconferencing.webex.com%2Fec3300%2Feventcenter%2Fevent%2FeventAction.do%3FtheAction%3Dlandingfrommail%26%26%26EMK%3D4832534b00000004f8d89ebe1f0ea4fc1736e8c70ca8c64d180d09d87cda28b3e8db73ba0d7d15c6%26siteurl%3Dabbconferencing%26confViewID%3D159879539784163183%26encryptTicket%3DSDJTSwAAAASKgeryjvawoCx821hjEnDNyngWszNIiL2HlMPNlF9Bcw2%26email%3Dlauren.skenes%2540us.abb.com
[1] https://twitter.com/i/web/status/1259113533159112704

Top URLs in Tweet in G7:
[43] https://www.aisoma.de/8-useful-industry-4-0-slides/
[28] https://www.linkedin.com/pulse/fusion-5g-iot-ai-murat-durmus/
[25] https://www.youtube.com/watch?v=uylYU7lVp6A&feature=youtu.be

[20] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fcodeburst.io%2Fusing-js-libraries-inside-a-multithreading-environment-835cd8cbc30b
[7] https://github.com/neomjs/neo/releases/tag/1.1.57
[7] https://github.com/neomjs/covid-dashboard
[4] https://github.com/neomjs/neomjs-realworld-example-app
[4] https://arabhorse.org/
[3] https://video.cube365.net/c/926969
[2] https://bibrainz.com/podcast/how-to-market-machine-learning-to-execs-w-kristen-kehrer/

Top URLs in Tweet in G8:
[4] http://industriaquattropuntozero.it
[1] https://twitter.com/i/web/status/1262763172793966592
[1] https://www.industriequattropuntozero.it/2020/05/19/un-cervello-digitale-per-la-fattoria-green-del-futuro/?fbclid=IwAR3LGrLhXnbZUM0OFR5Wx_Q3qTCoknoMvTGurwMdMSy0VFVeSFyRLd3YCEw
[1] http://www.greenreport.it/news/economia-ecologica/linnovazione-che-manca-in-italia-per-rinnovabili-e-tecnologie-low-carbon/
[1] https://twitter.com/GradedSpa/status/1262763172793966592
[1] https://twitter.com/GradedSpa/status/1262734401168969728
[1] https://twitter.com/GradedSpa/status/1262740227749064704
[1] https://www.industry4business.it/industria-4-0/digital-transformation-in-cosa-consiste-realmente-quali-consigli-seguire-quali-errori-evitare/
[1] https://twitter.com/i/web/status/1262728081543921664
[1] https://twitter.com/i/web/status/1262749062354178051

Top URLs in Tweet in G9:
[5] https://www.technative.io/beyond-the-cloud-why-optimisation-is-the-missing-piece-of-the-digital-transformation-puzzle-2/
[4] https://www.recordedfuture.com/healthcare-cybersecurity-challenges/
[3] https://www.mckinsey.com/business-functions/digital-mckinsey/our-insights/digital-strategy-the-four-fights-you-have-to-win?cid=other-eml-alt-mkq-mck-oth-1810&hlkid=b5d0ad44231141cf9038e62d3f76f395&hctky=10108317&hdpid=3e723600-1870-4021-96b0-1af6c7cdb429
[1] https://www.dxlatest.com/dx-facts/
[1] https://www.informationweek.com/strategic-cio/clear-goals-essential-for-results-in-digital-transformation/a/d-id/1337635
[1] https://www.waterworld.com/water-utility-management/article/14174654/goaigua-digital-transformation-in-water
[1] https://diginomica.com/digital-transformation-dependent-pervasive-analytics-not-really
[1] https://twitter.com/i/web/status/1262562631916847106
[1] https://paper.li/BiotechMaya/1364251632?edition_id=4d621d70-9a23-11ea-b06d-0cc47a0d1605
[1] https://twitter.com/i/web/status/1262365574056890368

Top URLs in Tweet in G10:
[3] https://e-learning-teleformacion.blogspot.com/2020/03/how-machine-learning-and-big-data-can.html
[2] http://e-learning-teleformacion.blogspot.com/2019/09/e-learning-is-this-teaching-at-students.html
[2] https://medium.com/@eraser/blockchain-for-education-a-study-on-digital-accreditation-of-personal-and-academic-learning-278fce697b6e?source=friends_link&sk=a2e8bb89edbddeffcf8ce4f8a7c65c79
[2] http://e-learning-teleformacion.blogspot.com/2019/07/hacia-donde-va-la-formacion-del.html
[2] https://enterprisersproject.com/article/2020/5/digital-transformation-how-speed-up
[2] https://www.cio.com/article/3542700/successful-digital-transformation-requires-data-transformation.html
[1] https://twitter.com/i/web/status/1262884509390864387
[1] http://e-learning-teleformacion.blogspot.com/2019/09/la-revolucion-blockchain-y-su.html
[1] http://e-learning-teleformacion.blogspot.com/2019/08/hoy-traemos-este-espacio-el-recien.html
[1] http://e-learning-teleformacion.blogspot.com/2019/08/vol-17-num-1-2019-redu-revista-de.html

Top Domains
Top Domains in Tweet in Entire Graph:
[869] twitter.com
[125] forbes.com
[115] linkedin.com
[76] cyberstartupobservatory.com
[59] youtube.com
[58] deloitte.com
[52] aisoma.de
[46] paper.li
[41] medium.com
[38] digitaltelcos.com

Top Domains in Tweet in G1:
[324] twitter.com
[43] linkedin.com
[15] paper.li
[14] ziftsolutions.com
[12] forbes.com
[9] butterflypublisher.com
[7] workday.com
[7] co.uk
[6] youtube.com
[5] twinybots.ch

Top Domains in Tweet in G2:
[75] cyberstartupobservatory.com
[74] twitter.com
[42] forbes.com
[20] zdnet.com
[18] twinybots.ch
[17] bcg.com
[16] weforum.org
[16] diginomica.com
[12] enterprisersproject.com
[10] cmswire.com

Top Domains in Tweet in G3:
[53] twitter.com
[47] deloitte.com
[38] digitaltelcos.com
[23] bah.com
[20] datasciencecentral.com
[19] forbes.com
[17] ericsson.com
[13] linkedin.com
[9] ourworldindata.org
[8] bibrainz.com

Top Domains in Tweet in G4:
[40] twitter.com
[33] forbes.com
[21] microfocus.com
[8] thinkjets.com
[8] avoa.com
[6] cio.com
[6] twinybots.ch
[4] towardsdatascience.com
[4] devchat.tv
[3] idgconnect.com

Top Domains in Tweet in G5:
[14] twitter.com
[6] gov.in

Top Domains in Tweet in G6:
[41] twitter.com
[14] xcubelabs.com
[6] iiot-world.com
[3] theee.io
[3] techhq.com
[3] paper.li
[2] co.uk
[2] dy.si
[1] webex.com
[1] losant.com

Top Domains in Tweet in G7:
[43] aisoma.de
[30] linkedin.com
[26] youtube.com
[20] medium.com
[18] github.com
[5] twitter.com
[4] cube365.net
[4] arabhorse.org
[2] dy.si
[2] bibrainz.com

Top Domains in Tweet in G8:
[10] twitter.com
[4] industriaquattropuntozero.it
[2] 7wdata.be
[1] industriequattropuntozero.it
[1] greenreport.it
[1] industry4business.it
[1] bit.ly
[1] agendadigitale.eu
[1] thinkers360.com
[1] weforum.org

Top Domains in Tweet in G9:
[15] twitter.com
[8] technative.io
[4] recordedfuture.com
[3] mckinsey.com
[2] cloud28plus.com
[2] snip.ly
[1] dxlatest.com
[1] informationweek.com
[1] waterworld.com
[1] diginomica.com

Top Domains in Tweet in G10:
[15] blogspot.com
[14] twitter.com
[7] medium.com
[6] enterprisersproject.com
[6] cio.com
[2] forbes.com
[2] iotforall.com
[1] snip.ly
[1] bdtechtalks.com
[1] thestar.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2883] digitaltransformation
[837] ai
[500] iot
[301] bigdata
[266] digital
[260] innovation
[242] machinelearning
[194] iiot
[192] webinar
[191] 5g



Top Hashtags in Tweet in G1:
[485] digitaltransformation
[39] digital
[33] ai
[29] cloud
[29] innovation
[24] technology
[21] covid19
[20] business
[18] iot
[15] marketing

Top Hashtags in Tweet in G2:
[419] digitaltransformation
[221] ai
[98] iot
[82] digital
[63] bigdata
[62] cybersecurity
[61] innovation
[61] futureofwork
[54] technology
[53] machinelearning

Top Hashtags in Tweet in G3:
[256] digitaltransformation
[227] ai
[144] bigdata
[143] iot
[119] datascience
[85] machinelearning
[69] artificialintelligence
[59] iiot
[44] 5g
[41] industry40

Top Hashtags in Tweet in G4:
[212] digitaltransformation
[85] virtualuniverse
[78] microfocus
[38] ai
[30] iot
[27] security
[22] digital
[17] transformation
[14] cio
[11] innovation

Top Hashtags in Tweet in G5:
[171] digitaltransformation
[145] webinar
[90] ai
[83] blockchain
[82] 3dprint
[73] gamificationto
[54] covid
[16] covid_19
[16] invitation
[16] leaders

Top Hashtags in Tweet in G6:
[85] digitaltransformation
[23] iot
[15] iiot
[9] ar
[9] digital
[9] ai
[7] bigdata
[7] vr
[6] industry40
[6] futureofwork

Top Hashtags in Tweet in G7:
[85] ai
[84] iot
[56] edgecomputing
[55] iiot
[47] 5g
[43] smartcity
[31] javascript
[29] digitaltransformation
[29] machinelearning
[28] ki

Top Hashtags in Tweet in G8:
[39] digitaltransformation
[16] innovazione
[16] 5g
[10] bigdata
[9] ritorno
[8] italia
[8] rinnovabili
[8] lowcarbon
[8] brevetti
[7] innovation

Top Hashtags in Tweet in G9:
[57] digitaltransformation
[9] datascience
[8] ai
[8] technology
[8] data
[7] bigdata
[6] ml
[5] challenges
[5] iot
[5] cloud28

Top Hashtags in Tweet in G10:
[46] digitaltransformation
[13] technology
[10] elearning
[9] blockchain
[9] iot
[9] ai
[8] machinelearning
[8] artificialintelligence
[7] covid19
[7] industry40

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[485] #digitaltransformation
[138] digital
[72] more
[63] business
[61] transformation
[46] learn
[40] data
[39] #digital
[36] read
[36] technology

Top Words in Tweet in G2:
[419] #digitaltransformation
[221] #ai
[132] digital
[102] transformation
[98] #iot
[86] #digital
[70] haroldsinnott
[63] companies
[63] #bigdata
[62] #cybersecurity

Top Words in Tweet in G3:
[346] antgrasso
[256] #digitaltransformation
[227] #ai
[176] lindagrass0
[164] gt
[144] #bigdata
[143] #iot
[140] mikequindazzi
[133] ronald_vanloon
[131] business

Top Words in Tweet in G4:
[212] #digitaltransformation
[85] #virtualuniverse
[78] #microfocus
[44] digital
[43] cc
[42] keynote
[38] #ai
[34] forbes
[31] transformation
[30] #digital

Top Words in Tweet in G5:
[187] #digitaltransformation
[145] #webinar
[141] npc_india_gov
[90] #ai
[89] register
[83] #blockchain
[82] #3dprint
[75] pm
[75] arunkjhaies
[73] #gamificationto

Top Words in Tweet in G6:
[85] #digitaltransformation
[40] gt
[23] #iot
[16] more
[16] iot
[15] #iiot
[14] digital
[11] make
[11] created
[11] report

Top Words in Tweet in G7:
[86] more
[85] #ai
[84] #iot
[74] co
[70] ceo_aisoma
[63] use
[56] #edgecomputing
[55] #iiot
[52] cases
[47] #5g

Top Words in Tweet in G8:
[39] #digitaltransformation
[16] #innovazione
[16] #5g
[12] delle
[12] nel
[12] franciungaro
[11] gradedspa
[10] #bigdata
[10] ldraimondo
[9] centro

Top Words in Tweet in G9:
[57] #digitaltransformation
[20] technative
[15] right
[11] need
[9] #datascience
[8] #ai
[8] world
[8] look
[8] 2045
[8] future

Top Words in Tweet in G10:
[46] #digitaltransformation
[17] digital
[15] learning
[13] blockchain
[13] #technology
[10] #elearning
[9] #blockchain
[9] 4enterprisers
[9] #iot
[9] #ai

Top Word Pairs
Top Word Pairs in Tweet in G2:
[50] digital,transformation
[14] #ai,#iot
[12] #iot,#iiot
[12] tout,ce
[11] ce,avez
[10] avez,toujours
[10] toujours,voulu
[10] voulu,savoir
[10] savoir,l'intelligence
[10] l'intelligence,artificielle

Top Word Pairs in Tweet in G3:
[63] internet,things
[37] antgrasso,lindagrass0
[36] things,reality
[33] reality,business
[33] business,beyond
[33] lindagrass0,ronald_vanloon
[33] artificial,intelligence
[33] ronald_vanloon,mikequindazzi
[33] beyond,antgrasso
[33] demystifying,implicit

Top Word Pairs in Tweet in G4:
[117] #microfocus,#virtualuniverse
[111] #digitaltransformation,cc
[96] #security,risk
[96] risk,governance
[96] digital,transformation
[96] #virtualuniverse,#security
[85] governance,keynote
[71] microfocussec,#microfocus
[70] #digital,#digitaltransformation
[68] #virtualuniverse,attendees

Top Word Pairs in Tweet in G5:
[78] npc_india_gov,#webinar
[32] #webinar,#digitaltransformation
[27] #digitaltransformation,#ai
[27] #ai,#blockchain
[26] #blockchain,#3dprint
[24] #3dprint,#gamificationto
[24] #webinar,#covid
[16] #covid,19
[15] 19,#digitaltransformation
[15] register,npc_india_gov

Top Word Pairs in Tweet in G6:
[132] gt,gt
[82] created,report
[82] report,iot
[82] iot,#digitaltransformation
[82] #digitaltransformation,efforts
[73] effort,make
[54] make,change
[54] change,minimizing
[54] minimizing,human
[52] human,error

Top Word Pairs in Tweet in G7:
[26] use,cases
[11] more,slides
[11] slides,co
[10] #iot,#iiot
[9] #ai,#iot
[7] intelligent,connectivity
[7] connectivity,use
[7] cases,#5g
[7] #5g,#ai
[7] #iot,read

Top Word Pairs in Tweet in G8:
[52] #digitaltransformation,centro
[43] centro,ricerca
[43] ricerca,mckinsey
[43] mckinsey,14
[41] 14,delle
[28] delle,iniziative
[28] iniziative,digitali
[28] digitali,porta
[28] porta,#ritorno
[28] #innovazione,manca

Top Word Pairs in Tweet in G9:
[9] world,look
[9] look,2045
[9] 2045,future
[9] future,#technology
[9] #technology,#digitaltransformation
[9] comes,#digitaltransformation
[9] #digitaltransformation,isn
[9] isn,right
[9] right,wrong
[8] wrong,judgment

Top Word Pairs in Tweet in G10:
[8] digital,transformation
[8] #iiot,#industry40
[8] teaching,students
[8] higher,education
[8] #technology,#digitaltransformation
[8] machine,learning
[8] #industry40,#connected
[8] #ai,#ml
[8] #digitaltransformation,#tech
[8] #highered,#highereducation

Top Replied-To
Top Replied-To in Entire Graph:
@polyconseil
@reselbob
@apple
@mcarugo
@timothy_hughes
@antgrasso
@dileepkalani
@lightkoirala
@roadtripnation
@ravidugh

Top Replied-To in G1:
@hgs_hhigroup
@sapience

Top Replied-To in G2:
@dileepkalani
@ravidugh
@guzmand
@jimmarous
@mckinsey
@huawei_cloud

Top Replied-To in G3:
@bizeducators
@mikequindazzi
@antgrasso

Top Replied-To in G4:
@tcrawford
@johnrdelk
@bobevansit

Top Replied-To in G5:
@_digitalindia

Top Replied-To in G6:
@federugby
@alvinfoo
@cyrilcoste
@zglue
@antgrasso
@colinoflynn
@gigastacey
@iot_editor
@sociocracy4all
@mlfvdhorst

Top Replied-To in G8:
@forumlucca
@facebook

Top Replied-To in G10:
@apple
@bdtechtalks
@cioonline
@iotagenda
@infoworld

Top Mentioned
Top Mentioned in Entire Graph:
@antgrasso
@mikequindazzi
@lindagrass0
@ronald_vanloon
@npc_india_gov
@haroldsinnott
@ceo_aisoma
@ume_kyd
@kirkdborne
@arunkjhaies

Top Mentioned in G1:
@365architechs
@m_xchange
@k2onk2
@data360me
@manuel_afe
@stbarthmktg
@philballen
@growthkolony

Top Mentioned in G2:
@haroldsinnott
@mikequindazzi
@ipfconline1
@awinnovate
@jblefevre60
@cyberstartupobs
@mvollmer1
@fabriziobustama
@stratorob
@alvinfoo

Top Mentioned in G3:
@antgrasso
@lindagrass0
@mikequindazzi
@ronald_vanloon
@kirkdborne
@devcleary
@ravikikan
@deloitte
@pwc
@raviki

Top Mentioned in G4:
@microfocussec
@forbes
@johnrdelk
@digital_trans4m
@emfranson
@ingliguori
@microfocus
@tcrawford
@mthiele10
@ronald_vanloon

Top Mentioned in G5:
@npc_india_gov
@arunkjhaies
@yadu86
@gokulrajkamal
@tcs
@spt_npc
@minmsme
@manoj_saxena_61
@dgt_msde
@iianoida

Top Mentioned in G6:
@abbindustryserv
@iiot_world
@mvollmer1
@tomraftery
@antgrasso
@mikequindazzi
@tagoio
@fogoros
@cyrilcoste
@fabriziobustama

Top Mentioned in G7:
@ceo_aisoma
@youtube
@dotcom_planet
@uhligtobias
@ravikikan
@droneii
@thomas_harrer
@ibm
@performanceui
@neomjs1

Top Mentioned in G8:
@franciungaro
@gradedspa
@ldraimondo
@mckinsey
@asstel_it
@agostinellialdo
@greenrep
@natlive2
@digital_day
@digitalsat_it

Top Mentioned in G9:
@technative
@tachouhoner
@informatica
@recordedfuture
@dxlatest
@moutfield
@ungoti
@brettfusion
@rtehrani
@sbmeunier

Top Mentioned in G10:
@4enterprisers
@eraser
@cioonline
@prolucid
@svetef
@google
@globant
@felipevera
@margenes_rev
@infouma

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@clairebotai
@chidambara09
@evankirstel
@inquirerdotnet
@aaroncuddeback
@cybersec_feeds
@digestwordpress
@repubblica

Top Tweeters in G1:
@gabbariele
@7wdata
@software4iot
@rautsan
@karntna_bua
@ross_quintana
@kevin_craine
@bmoskwa
@kanter
@nicholasjlove

Top Tweeters in G2:
@clairebotai
@evankirstel
@inquirerdotnet
@cybersec_feeds
@ottlegalrebels
@thomasclone
@businessinsider
@fettkeven
@machinelearnflx
@nmugai

Top Tweeters in G3:
@sectest9
@chidambara09
@santchiweb
@fintechna
@swissbusiness
@calcaware
@andrewmorrisuk
@ssxman2
@mjoehlerich
@websecurityit

Top Tweeters in G4:
@forbes
@juliebhunt
@dariosailor86
@tamaramccleary
@francedevops
@allabout5g
@vizworld
@iottogether
@eco1start
@mthiele10

Top Tweeters in G5:
@ani
@the_hindu
@airnewsalerts
@pib_india
@dippgoi
@mohfw_india
@stpiindia
@indianoilcl
@goi_meity
@b_sureshkumar

Top Tweeters in G6:
@thomaspower
@grattonboy
@adamsconsulting
@cloudexpo
@startup_nerd
@dipa_ahad
@freedomfirecom
@absolutedice
@tomraftery
@claudiomkd

Top Tweeters in G7:
@aaroncuddeback
@codernotesbot
@taieb_bot
@xaelbot
@codedailybot
@llnuxbot
@serverlessfan
@learn__together
@jsnewsbot
@linuxdreams

Top Tweeters in G8:
@repubblica
@biconnections
@giuliog
@signoraldo
@franciungaro
@startzai
@sole24ore
@lucarallo
@nicoesp72
@gdt62

Top Tweeters in G9:
@markmichdomnic
@rtehrani
@techpearce2
@sminaev2015
@tachouhoner
@82jjc
@robotconsumer
@thomashilbig2
@shane_barker
@global_hackers

Top Tweeters in G10:
@eraser
@torontostar
@debraruh
@ferpei25
@qudrone1
@google
@dzone
@cmdatascoop
@cioonline
@4enterprisers