digitaltransformation, Twitter, 9/16/2020 7:35:35 PM, 235275


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digitaltransformation_2020-09-16_05-07-11.xlsx
digitaltransformation_2020-09-16_05-07-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2020
Short Description:
digitaltransformation via NodeXL https://bit.ly/3c2A2GS
@chidambara09
@antgrasso
@haroldsinnott
@forbes
@ronald_vanloon
@jimmarous
@api_daily
@ipfconline1
@nicochan33
@iotvishal

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

Description:
Description
The graph represents a network of 5,089 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, 16 September 2020 at 12:23 UTC.

The requested start date was Wednesday, 16 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 4-day, 5-hour, 59-minute period from Friday, 11 September 2020 at 18:00 UTC to Wednesday, 16 September 2020 at 00:00 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 : 5089
Unique Edges : 5022
Edges With Duplicates : 10636
Total Edges : 15658
Number of Edge Types : 5
Tweet : 2836
Retweet : 4175
MentionsInRetweet : 6274
Mentions : 2307
Replies to : 66
Self-Loops : 3001
Reciprocated Vertex Pair Ratio : 0.0214084507042254
Reciprocated Edge Ratio : 0.0419194704908991
Connected Components : 1373
Single-Vertex Connected Components : 905
Maximum Vertices in a Connected Component : 2820
Maximum Edges in a Connected Component : 12789
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.993399
Graph Density : 0.000280077513344234
Modularity : 0.400648
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 5,089 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, 16 September 2020 at 12:23 UTC.

The requested start date was Wednesday, 16 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 4-day, 5-hour, 59-minute period from Friday, 11 September 2020 at 18:00 UTC to Wednesday, 16 September 2020 at 00:00 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:
[85] https://twinybots.ch/
[61] https://www.kaleidoinsights.com/order-reports/digital-transformation-the-quest-for-business-vitality/
[38] https://www.r-bloggers.com/lasso-and-the-methods-of-causality/
[26] https://www.cio.com/article/3566029/digital-transformation-powered-by-machine-learning.html
[21] https://pakaims.edu.pk/
[20] http://blogs.informatica.com/2020/09/09/chief-data-officer-cdo-one-job-four-roles/
[20] https://www.cbinsights.com/research/most-valuable-unicorns/?utm_source=CB+Insights+Newsletter&utm_campaign=68931be25e-newsletter_general_Wed_20200826&utm_medium=email&utm_term=0_9dc0513989-68931be25e-90603942
[18] https://thefinancialbrand.com/97749/future-digital-banking-transformation-covid-disruption/?smedia-twt-jm
[18] https://www.youtube.com/watch?v=sVvtLqokrHo&feature=youtu.be

[17] https://www.startus-insights.com/innovators-guide/blockchain-a-global-startup-hub-analysis/

Top URLs in Tweet in G1:
[4] https://www.chalkline.tech/blog/team-buy-in-when-modernising-your-it-systems?ref=quuu
[3] https://www.rtinsights.com/what-is-the-enterprise-in-motion/
[3] https://www.digital-management-blog.de/it-strategie/digitalisierung-der-it-governance-integriert-papierlos-und-kollaborativ/
[2] -
[2] https://www.forbes.com/sites/forbestechcouncil/2020/08/19/the-three-faces-of-digital-transformation/
[2] https://sites.ziftsolutions.com/extremenetworks.ziftsolutions.com/8a19444953f8b70f01540fb31ffa1df0?cid=8a9983097471106501747889c5d17c8b&url=https%3A%2F%2Finvestor.extremenetworks.com%2Fnews-releases%2Fnews-release-details%2Fextreme-fastest-growing-vendor-omdia-2020-cloud-managed
[2] https://sites.ziftsolutions.com/siemens.ziftsolutions.com/ff8081815ca9992a015cc0e672466cab?cid=8a99823b7475fc4f017478f85ffb088b&url=https%3A%2F%2Fwww.plm.automation.siemens.com%2Fglobal%2Fen%2Fresource%2Flow-code-digital-transformation%2F84589
[2] https://twinybots.ch/
[2] https://www.future-processing.com/blog/10-companies-with-successful-digital-transformation/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/resistearchivo/status/1305521482609635328

Top URLs in Tweet in G2:
[42] https://www.kaleidoinsights.com/order-reports/digital-transformation-the-quest-for-business-vitality/
[20] https://www.cio.com/article/3566029/digital-transformation-powered-by-machine-learning.html
[18] https://www.youtube.com/watch?v=sVvtLqokrHo&feature=youtu.be

[16] https://www.startus-insights.com/innovators-guide/blockchain-a-global-startup-hub-analysis/
[16] https://thefinancialbrand.com/97749/future-digital-banking-transformation-covid-disruption/?smedia-twt-jm
[15] https://www.mulesoft.com/infographics/api/top-it-retail-trends
[14] https://www.cbinsights.com/research/most-valuable-unicorns/?utm_source=CB+Insights+Newsletter&utm_campaign=68931be25e-newsletter_general_Wed_20200826&utm_medium=email&utm_term=0_9dc0513989-68931be25e-90603942
[13] https://www.itp.net/93797-is-digital-transformation-only-about-technology
[13] https://www.youtube.com/watch?v=Ms0iMeDSvWI

[12] https://www.visualcapitalist.com/aiot-when-ai-meets-iot-technology/

Top URLs in Tweet in G3:
[34] https://www.r-bloggers.com/lasso-and-the-methods-of-causality/
[19] http://blogs.informatica.com/2020/09/09/chief-data-officer-cdo-one-job-four-roles/
[15] https://pakaims.edu.pk/
[14] https://datafloq.com/read/how-cloud-servers-are-rewriting-the-rules-of-data-storage/9408
[14] https://www.intelligentcio.com/eu/2018/06/25/data-and-artificial-intelligence-for-innovation-and-transformation/
[11] https://www.forbes.com/sites/forbescoachescouncil/2020/09/02/its-not-just-about-what-you-are-doing/
[10] https://twinybots.ch/
[9] https://www.cio.com/article/3574648/the-cio-show-how-much-are-you-worth.html
[7] https://www.datanami.com/2020/09/07/the-future-of-labor-in-an-ai-world/
[6] https://www.kaleidoinsights.com/order-reports/digital-transformation-the-quest-for-business-vitality/

Top URLs in Tweet in G4:
[56] https://twinybots.ch/
[16] https://erikchristianjohnson.com/future-proofing-your-brand-digital-transformation/
[9] https://redfeets.com
[8] https://www.forbes.com/sites/honeywell/2020/09/14/how-the-pandemic-is-accelerating-digital-transformation/
[8] https://www.thinkbusiness.ie/articles/smarter-homes-covid19-home-os-sweepr-adapt-centre/
[7] https://www.iot-now.com/2020/09/08/104504-transforma-insights-creates-advisory-board-to-exchange-industry-views/
[5] https://www.accountingweb.co.uk/practice/practice-strategy/pushing-the-economy-with-digital-transformation
[5] https://youtu.be/ki5XCyFnCuQ
[5] http://digital-leadership-associates.passle.net/post/102gedm/why-big-companies-struggle-to-reinvent-themselves
[5] https://www.capgemini.com/research/smart-factories-at-scale/?utm_source=twitter&utm_medium=social&utm_content=digman_grouppaid_link_report_Antonio_Grasso&utm_campaign=digitalmanufacturing_cri_smartfactories

Top URLs in Tweet in G5:
[4] https://intellipaat.com/blog/how-to-become-a-big-data-analyst-in-2020-a-career-guide/
[4] https://www.mckinsey.com/about-us/new-at-mckinsey-blog/a-global-lockdown-opens-up-new-manufacturing-insights
[4] https://hr.economictimes.indiatimes.com/news/workplace-4-0/learning-and-development/digital-transformation-in-pharmaceuticals-is-here-to-stay-cadila-pharma/78087896
[3] http://www.intelligentworld.institute/LandingPageUTM?eid=2321a1b8913bd6b644fee13f800e90cecd313ab56a099bed30c5c7d5e4e20db2ea1ef66934fd777b89156505258eba36a4c1def815935112f6eab462769ef876
[3] https://www.malkamdior.com/
[2] https://www.infoworld.com/article/3575078/rethinking-cloud-bursting.html#tk.rss_cloudcomputing
[2] https://paper.li/rwang0?edition_id=de5f1f60-f6b9-11ea-bfa8-0cc47a0d164b
[2] https://blog.softwareinsider.org/2017/01/02/mondays-musings-dynamic-leadership-responsive-responsible-approach-davos17-wef/
[2] https://www.linkedin.com/slink?code=eJmgf6A
[2] https://www.itproportal.com/features/making-way-for-cloud-edge-adoption-it-starts-with-the-hybrid-cloud/

Top URLs in Tweet in G6:
[2] https://www.youtube.com/watch?v=kmr5KtJQO9M&feature=youtu.be

[2] https://www.theverge.com/2020/9/2/21419012/edgenuity-online-class-ai-grading-keyword-mashing-students-school-cheating-algorithm-glitch
[2] https://www.information-age.com/7-characteristics-highly-successful-digital-leaders-123491351/
[2] https://enterprisersproject.com/article/2020/8/digital-transformation-how-fight-collaboration-fatigue
[2] https://channels.theinnovationenterprise.com/articles/ai-fuels-digital-transformation-as-self-driving-integration-cruises-into-the-enterprise
[2] https://digitalterminal.in/news/tech-data-launches-click-to-run-cloud-solutions-in-asia-pacific/20343.html
[2] https://info.aiim.org/process-improvement-is-the-catalyst-for-digital-transformation?utm_campaign=MI.Process
[2] Improvement
[2] is
[2] the

Top URLs in Tweet in G7:
[7] https://www.enterpriseirregulars.com/163964/why-digital-transformation-always-needs-to-start-with-customers-first/
[5] https://www.itpro.co.uk/business-strategy/digital-transformation/357089/connected-experiences
[5] https://www.rtinsights.com/what-is-the-enterprise-in-motion/
[4] https://www.idgconnect.com/opinion/1506042/cios-digital-scapegoat
[3] https://techhq.com/2020/09/how-is-digital-transformation-taking-place-across-sectors/?utm_sq=gikz7yjgey&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobepartner
[3] https://www2.deloitte.com/us/en/insights/topics/digital-transformation/digital-transformation-COVID-19.html?id=us:2em:3pa:strategy-and-operations:eng:di:081320
[3] https://twinybots.ch/
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fhow-to-measure-your-organizations-data-maturity-2352cbaf1896
[2] https://blog.wellaware.us/blog/remote-equipment-servicing-at-the-forefront-in-2020?utm_source=IIoTWorld
[2] https://www.ey.com/en_gl/advisory/what-is-your-biggest-risk-in-the-transformative-age

Top URLs in Tweet in G8:
[8] https://twitter.com/muqbil_ahmar/status/1305746669359648769
[6] https://twitter.com/muqbil_ahmar/status/1305429328222588929
[6] https://twitter.com/muqbil_ahmar/status/1305694724553019392
[6] https://twitter.com/muqbil_ahmar/status/1305715463704510464
[6] https://connectedworld.com/2020-women-who-lead/
[4] https://constructech.com/usda-loans-and-grants/
[3] https://constructech.com/pennsylvania-to-profit-from-usda-investments/
[3] https://constructech.com/beat-covid-19-with-better-iaq/
[3] https://twitter.com/muqbil_ahmar/status/1305777623239254016
[3] https://peggysmedleyshow.com/connecting-our-industries

Top URLs in Tweet in G9:
[7] https://engage.bah.com/Article/Redirect/ad493745-95ba-4763-b476-d279f917cca2?uc=30185&g=277ff3e9-63a8-4836-8970-c290f2d6fade&f=149205
[6] https://shanebarker.com/blog/deep-learning-chatbot/
[5] https://www.capgemini.com/research/smart-factories-at-scale/?utm_source=twitter&utm_medium=social&utm_content=digman_grouppaid_link_report_Antonio_Grasso&utm_campaign=digitalmanufacturing_cri_smartfactories
[5] https://technative.io/expect-the-unexpected-building-adaptability-into-networking/
[5] https://twinybots.ch/
[5] https://medium.com/analytics-vidhya/analysis-of-covid-19-across-us-states-77e3cf6ac081?source=rss----7219b4dc6c4c---4
[4] https://technative.io/a-journey-toward-autonomous-operations/
[4] http://pivotcloudsolutions.com/
[4] https://medium.com/analytics-vidhya/dicom-and-deep-learning-63373e99d79a
[3] https://www.electropages.com/blog/2020/09/how-robotics-and-ai-will-change-agriculture

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1306013011514142722
[1] https://twitter.com/i/web/status/1305923588189491202
[1] https://twitter.com/i/web/status/1303779879234793478
[1] https://enterprisersproject.com/article/2020/7/digital-transformation-rising-leaders
[1] https://twitter.com/i/web/status/1305932145270157312
[1] https://twitter.com/i/web/status/1305595936828162050
[1] https://twitter.com/i/web/status/1305617005828022272
[1] https://twitter.com/i/web/status/1305802547333038080
[1] https://www.youtube.com/watch?v=q-CJ91leVBc&feature=youtu.be&t=373

[1] https://twitter.com/i/web/status/1305881835751211010

Top Domains
Top Domains in Tweet in Entire Graph:
[2668] twitter.com
[267] paper.li
[182] forbes.com
[98] linkedin.com
[85] twinybots.ch
[84] co.uk
[68] youtube.com
[63] kaleidoinsights.com
[62] medium.com
[45] cio.com

Top Domains in Tweet in G1:
[767] twitter.com
[97] paper.li
[31] linkedin.com
[11] forbes.com
[9] ziftsolutions.com
[5] youtube.com
[4] chalkline.tech
[3] cmswire.com
[3] dy.si
[3] rtinsights.com

Top Domains in Tweet in G2:
[316] twitter.com
[74] forbes.com
[42] kaleidoinsights.com
[34] youtube.com
[31] thefinancialbrand.com
[20] cio.com
[18] startus-insights.com
[16] cbinsights.com
[16] weforum.org
[15] visualcapitalist.com

Top Domains in Tweet in G3:
[346] twitter.com
[34] r-bloggers.com
[23] forbes.com
[23] linkedin.com
[19] informatica.com
[15] edu.pk
[14] datafloq.com
[14] intelligentcio.com
[14] medium.com
[12] co.uk

Top Domains in Tweet in G4:
[162] twitter.com
[56] twinybots.ch
[33] forbes.com
[16] erikchristianjohnson.com
[13] passle.net
[12] starcio.com
[9] redfeets.com
[8] co.uk
[8] thinkbusiness.ie
[7] iot-now.com

Top Domains in Tweet in G5:
[44] twitter.com
[7] mckinsey.com
[4] paper.li
[4] intellipaat.com
[4] indiatimes.com
[3] intelligentworld.institute
[3] malkamdior.com
[2] infoworld.com
[2] forbes.com
[2] softwareinsider.org

Top Domains in Tweet in G6:
[173] twitter.com
[38] co.uk
[21] theverge.com
[16] nottinghampost.com
[8] businessinsider.com
[8] sfgate.com
[5] youtube.com
[3] gv6.co
[3] forbes.com
[3] paper.li

Top Domains in Tweet in G7:
[44] twitter.com
[8] enterpriseirregulars.com
[6] co.uk
[5] rtinsights.com
[4] idgconnect.com
[4] deloitte.com
[3] techhq.com
[3] twinybots.ch
[2] medium.com
[2] forbes.com

Top Domains in Tweet in G8:
[116] twitter.com
[13] constructech.com
[7] peggysmedleyshow.com
[6] connectedworld.com
[4] analyticsinsight.net
[3] paper.li
[3] robtiffany.com
[2] ericsson.com
[2] forbes.com
[2] ptc.com

Top Domains in Tweet in G9:
[65] twitter.com
[9] technative.io
[9] medium.com
[7] bah.com
[6] shanebarker.com
[5] capgemini.com
[5] forbes.com
[5] twinybots.ch
[4] techtarget.com
[4] pivotcloudsolutions.com

Top Domains in Tweet in G10:
[13] twitter.com
[2] hbr.org
[2] entrepreneur.com
[1] enterprisersproject.com
[1] youtube.com
[1] paper.li
[1] inc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4555] digitaltransformation
[1457] ai
[777] iot
[641] digital
[564] bigdata
[544] machinelearning
[527] innovation
[464] artificialintelligence
[382] tech
[341] technology



Top Hashtags in Tweet in G1:
[427] digitaltransformation
[54] innovation
[38] ai
[28] digital
[23] technology
[23] 5g
[22] cloud
[16] covid19
[15] business
[15] iot

Top Hashtags in Tweet in G2:
[1200] digitaltransformation
[706] ai
[280] iot
[243] machinelearning
[230] artificialintelligence
[218] innovation
[189] bigdata
[150] fintech
[123] tech
[120] ml

Top Hashtags in Tweet in G3:
[718] digitaltransformation
[291] ai
[233] bigdata
[220] iot
[160] machinelearning
[113] artificialintelligence
[113] deeplearning
[105] tech
[100] data
[100] usa

Top Hashtags in Tweet in G4:
[366] digitaltransformation
[180] digital
[117] transformation
[32] ai
[31] innovation
[21] iot
[20] microfocus
[17] cio
[16] data
[15] automation

Top Hashtags in Tweet in G5:
[150] digitaltransformation
[38] ai
[34] bigdata
[30] machinelearning
[27] digital
[20] iot
[18] artificialintelligence
[18] autonomous
[16] tech
[14] analytics

Top Hashtags in Tweet in G6:
[154] digitaltransformation
[21] digital
[15] ai
[15] tech
[13] digitalstrategy
[12] digitalworkplace
[11] innovation
[10] socialselling
[8] technology
[7] digitalselling

Top Hashtags in Tweet in G7:
[161] digitaltransformation
[37] digital
[30] ai
[26] transformation
[12] innovation
[12] society5
[12] circulareconomy
[10] business
[10] blockchain
[9] tech

Top Hashtags in Tweet in G8:
[148] digitaltransformation
[87] digital
[79] iot
[62] tech
[52] ai
[51] technology
[41] linux
[40] dynamiccio
[40] girlswhocode
[29] cloud

Top Hashtags in Tweet in G9:
[104] digitaltransformation
[45] ai
[43] datascience
[41] bigdata
[35] iot
[26] machinelearning
[22] iiot
[21] digital
[19] analytics
[18] iotpl

Top Hashtags in Tweet in G10:
[56] digitaltransformation
[33] ai
[24] futureofwork
[21] robot
[20] robotic
[17] china
[17] retail
[17] smartretail
[13] iot
[9] ar

Top Words
Top Words in Tweet in Entire Graph:
[4544] #digitaltransformation
[1470] #ai
[1171] digital
[790] #iot
[731] transformation
[650] #digital
[564] #bigdata
[544] #machinelearning
[527] #innovation
[464] #artificialintelligence

Top Words in Tweet in G1:
[427] #digitaltransformation
[176] digital
[94] transformation
[84] latest
[62] daily
[61] business
[60] more
[54] learn
[54] #innovation
[47] 2020

Top Words in Tweet in G2:
[1191] #digitaltransformation
[717] #ai
[326] gt
[291] #iot
[243] #machinelearning
[230] #artificialintelligence
[223] antgrasso
[218] #innovation
[202] digital
[189] #bigdata

Top Words in Tweet in G3:
[718] #digitaltransformation
[292] #ai
[233] #bigdata
[221] #iot
[215] digital
[191] ruben_arce_s
[160] #machinelearning
[127] transformation
[113] #artificialintelligence
[113] #deeplearning

Top Words in Tweet in G4:
[366] #digitaltransformation
[180] digital
[180] #digital
[157] transformation
[117] #transformation
[38] business
[33] industry
[32] #ai
[31] #innovation
[27] help

Top Words in Tweet in G5:
[150] #digitaltransformation
[117] ronald_vanloon
[56] analysis
[55] keynote
[55] ft
[55] sreekanti
[55] rbchristiansen
[55] dougcackett
[55] nandavijaydev
[40] webcast

Top Words in Tweet in G6:
[152] #digitaltransformation
[78] let's
[67] tech
[52] update
[52] discuss
[39] digital
[27] derbyshire
[21] #digital
[19] more
[17] leicestershire

Top Words in Tweet in G7:
[161] #digitaltransformation
[38] digital
[37] #digital
[30] transformation
[30] #ai
[26] #transformation
[25] paula_piccard
[19] gt
[16] fabriziobustama
[12] #innovation

Top Words in Tweet in G8:
[148] #digitaltransformation
[87] #digital
[79] #iot
[62] #tech
[52] #ai
[51] #technology
[41] #linux
[40] #dynamiccio
[40] #girlswhocode
[29] #cloud

Top Words in Tweet in G9:
[104] #digitaltransformation
[45] #ai
[43] #datascience
[41] #bigdata
[35] #iot
[31] digital
[29] kirkdborne
[26] #machinelearning
[22] #iiot
[21] #digital

Top Words in Tweet in G10:
[56] #digitaltransformation
[33] #ai
[29] alvinfoo
[24] #futureofwork
[22] #robot
[20] #robotic
[17] restaurant
[17] #china
[17] #retail
[17] #smartretail

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[639] digital,transformation
[288] #digitaltransformation,#digital
[238] gt,gt
[219] #ai,#iot
[201] #ai,#digitaltransformation
[174] #digital,#transformation
[168] #digitaltransformation,#innovation
[157] transformation,#digitaltransformation
[129] #machinelearning,#bigdata
[124] #digital,#digitaltransformation

Top Word Pairs in Tweet in G1:
[83] digital,transformation
[32] daily,#digitaltransformation
[29] #digitaltransformation,#innovation
[22] covid,19
[17] artificial,intelligence
[15] cloud,managed
[13] join,johan
[13] johan,arts
[13] arts,svp
[13] svp,emea

Top Word Pairs in Tweet in G2:
[198] gt,gt
[108] digital,transformation
[104] #ai,#digitaltransformation
[77] #ai,#ml
[74] link,gt
[69] #digitaltransformation,#machinelearning
[65] #digitaltransformation,#ai
[62] data,clearly
[62] clearly,become
[62] become,global

Top Word Pairs in Tweet in G3:
[150] #ai,#iot
[112] digital,transformation
[74] #bigdata,#ai
[72] ruben_arce_s,#digitaltransformation
[68] #iot,#tech
[67] #machinelearning,#bigdata
[60] #ml,#dl
[59] #digitaltransformation,#ml
[59] #dl,#deeplearning
[57] #bigdata,#analytics

Top Word Pairs in Tweet in G4:
[148] digital,transformation
[105] #digitaltransformation,#digital
[82] #digital,#transformation
[50] transformation,#digitaltransformation
[49] #digital,#digitaltransformation
[35] #transformation,#digital
[21] transformation,right
[20] machine,learning
[16] right,#digitaltransformation
[15] transformation,#transformation

Top Word Pairs in Tweet in G5:
[55] keynote,analysis
[55] ft,sreekanti
[55] sreekanti,rbchristiansen
[55] rbchristiansen,dougcackett
[55] dougcackett,nandavijaydev
[54] nandavijaydev,#digitaltransformation
[40] analysis,webcast
[40] webcast,ft
[36] ronald_vanloon,keynote
[36] #digitaltransformation,moderni

Top Word Pairs in Tweet in G6:
[52] let's,discuss
[51] tech,update
[23] discuss,#digitaltransformation
[13] #digitaltransformation,#digitalstrategy
[12] #digitalstrategy,#digitalworkplace
[10] digital,transformation
[7] #socialselling,#digitalselling
[7] #digitaltransformation,journey
[7] update,ship
[7] ship,traffic

Top Word Pairs in Tweet in G7:
[28] #digitaltransformation,#digital
[27] digital,transformation
[25] #digital,#transformation
[11] transformation,#digitaltransformation
[11] twitter,excellence
[9] fabriziobustama,#digitaltransformation
[9] #digitaltransformation,always
[9] always,needs
[9] needs,start
[9] start,customers

Top Word Pairs in Tweet in G8:
[41] #technology,#tech
[40] #dynamiccio,#technology
[40] #tech,#digital
[40] #digital,#linux
[40] #linux,#girlswhocode
[40] #girlswhocode,#digitaltransformation
[40] #digitaltransformation,#digital
[26] dynamiccio,#dynamiccio
[20] #sustainability,#ai
[17] #ai,#5g

Top Word Pairs in Tweet in G9:
[18] #iiot,#iotpl
[15] #digital,#digitaltransformation
[13] #bigdata,#datascience
[12] #iot,#iiot
[12] #iotpl,#digitaltransformation
[11] #datascience,#ai
[11] digital,transformation
[10] #machinelearning,#ai
[10] deep,learning
[10] #analytics,#datascience

Top Word Pairs in Tweet in G10:
[18] #ai,#digitaltransformation
[18] alvinfoo,#robotic
[17] #robotic,restaurant
[17] restaurant,#china
[17] #china,#ai
[17] #digitaltransformation,#retail
[17] #retail,#smartretail
[17] #smartretail,#futureofwork
[17] #futureofwork,#robot
[10] #digitaltransformation,#iot

Top Replied-To
Top Replied-To in Entire Graph:
@promofiverrgigs
@lamarzocco
@ctostraighttalk
@theofficialsbi
@jmalvpal
@actifio
@uprospect33
@crudinschi
@hana_elsayyed
@deeplearn007

Top Replied-To in G1:
@mobilezoomrac
@smartdesc_ltd
@unipro_limited

Top Replied-To in G2:
@ctostraighttalk
@jamesvgingerich
@sam_jack552
@terenceleungsf
@deeplearn007
@psb_dc
@cyrilcoste
@jimmarous
@milocamj
@robtiffany

Top Replied-To in G3:
@lamarzocco
@ruben_arce_s
@sphinx_ind
@medienfrauen_ch
@gfsbern

Top Replied-To in G5:
@dataplayerio
@cadila_pharma

Top Replied-To in G6:
@uprospect33
@luimosca
@nepic_ltd
@helixinstitute

Top Replied-To in G7:
@hana_elsayyed
@crudinschi
@gerald_bader

Top Mentioned
Top Mentioned in Entire Graph:
@antgrasso
@ronald_vanloon
@cloudpreacher
@ingliguori
@chidambara09
@ruben_arce_s
@nicochan33
@haroldsinnott
@jimmarous
@forbes

Top Mentioned in G1:
@techcomms
@tmcommunity_
@kahootz
@jameslawler
@arquiconsult
@chookmeup
@scpartnersllc
@uvm_uppkingui
@apagenservices

Top Mentioned in G2:
@antgrasso
@cloudpreacher
@nicochan33
@haroldsinnott
@ingliguori
@mikequindazzi
@jimmarous
@forbes
@jblefevre60
@ipfconline1

Top Mentioned in G3:
@chidambara09
@ruben_arce_s
@fisheyebox
@pinakilaskar
@rbloggers
@microsoft
@dynamiccio
@thomas_harrer
@openshift
@cloudpreacher

Top Mentioned in G4:
@dlaignite
@timothy_hughes
@nyike
@tcrawford
@akwyz
@jeremyscrivens
@jgarber308
@cornichecorp
@prateekpsinha
@idc

Top Mentioned in G5:
@ronald_vanloon
@sreekanti
@rbchristiansen
@dougcackett
@nandavijaydev
@mckinsey
@cothromsystems
@dej_io
@startupselfieco
@ingliguori

Top Mentioned in G6:
@microsave
@366pi
@thekingsfund
@helixinstitute
@hpe_in
@ukvisiba
@kashifmanzoor
@gadgetmanjay
@threeireland
@businessinsider

Top Mentioned in G7:
@paula_piccard
@fabriziobustama
@dinisguarda
@irregulars
@haroldsinnott
@ross_quintana
@itpro
@andyneill9
@infotechrg
@simoncocking

Top Mentioned in G8:
@dynamiccio
@prodware
@connectedwmag
@usdard
@businessdubai
@cdwgwagov
@drmimransarwar
@constructechmag
@robtiffany
@ingliguori

Top Mentioned in G9:
@kirkdborne
@richardeudes
@technative
@capgemini
@wef
@sallyeaves
@lannyscohen
@bomoimajid
@automeme
@ipfconline1

Top Mentioned in G10:
@alvinfoo
@wswmuc
@elonmusk
@billgates
@lydiabelanger
@bentleyfranklin
@himseek198787
@chrisober
@friedmanyaz
@ibm

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersec_feeds
@evankirstel
@aaroncuddeback
@iam__network
@malliardreport
@femtech_
@httweets
@rosenchild

Top Tweeters in G1:
@alexainfo
@problematicprof
@shellykramer
@mediapython
@arsalanakhan
@fortivus
@bamitav
@karntna_bua
@imoyse
@michaelsb

Top Tweeters in G2:
@cybersec_feeds
@evankirstel
@rosenchild
@codernotesbot
@itknowingness
@rvp
@bot_innovation
@andrewmorrisuk
@biconnections
@valaafshar

Top Tweeters in G3:
@chidambara09
@aaroncuddeback
@billnigh
@taieb_bot
@xaelbot
@learn__together
@llnuxbot
@codegnuts
@inc
@nlognbot

Top Tweeters in G4:
@fintechna
@akwyz
@timothy_hughes
@jacobussystems
@designthinkbot
@expertleaders
@securitynewsbot
@houstonchron
@sshin6591
@techcrunch

Top Tweeters in G5:
@machinelearnflx
@rwang0
@a_abdulaziz_a
@gdorn1
@drlucyrogers
@nvsdata
@ronald_vanloon
@nexcomposite
@ussrover
@max_lyashko

Top Tweeters in G6:
@businessinsider
@martingaedt
@businessline
@bubbles4tw
@google
@robinheed
@jdm7dv
@scottabel
@fadanconsultant
@codervj

Top Tweeters in G7:
@vivmilano
@nomoreslaves
@grattonboy
@zdnet
@meghanmbiro
@talentculture
@michaelbathurst
@cloudexpo
@pvynckier
@hrcurator

Top Tweeters in G8:
@sectest9
@malliardreport
@codedailybot
@cybersecurityn8
@dataaugmented
@yvesmulkers
@harryhsolo
@wil_bielert
@machine_ml
@_100daysofcode

Top Tweeters in G9:
@andytoronto
@kirkdborne
@grjenkin
@danielnewmanuv
@blkhwk0ps
@raviranjanin
@capgemini
@technative
@domhalps
@bigdata_fr

Top Tweeters in G10:
@jeffbullas
@therickwilson
@lesguer_lionel
@harvardbiz
@ianknowlson
@popinard
@alvinfoo
@rialvaca
@wswmuc
@ictandlaw