digitaltransformation, Twitter, 6/8/2022 6:29:03 PM, 277910


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digitaltransformation_2022-06-08_04-54-41.xlsx
digitaltransformation_2022-06-08_04-54-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 08, 2022
Short Description:
digitaltransformation via NodeXL https://bit.ly/39c5khB
@chidambara09
@rpatoolsc
@skodineya
@ingliguori
@eli_krumova
@antgrasso
@kirkdborne
@globaliqx
@roboinufinance
@ipfconline1

Top hashtags:
#digitaltransformation
#ai
#iot
#digital
#artificialintelligence

Description:
Description
The graph represents a network of 4,090 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, 08 June 2022 at 12:06 UTC.

The requested start date was Wednesday, 08 June 2022 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 2-day, 7-hour, 41-minute period from Sunday, 05 June 2022 at 16:19 UTC to Wednesday, 08 June 2022 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 : 4090
Unique Edges : 4945
Edges With Duplicates : 12627
Total Edges : 17572
Number of Edge Types : 5
Mentions : 2537
MentionsInRetweet : 7965
Retweet : 4628
Tweet : 2250
Replies to : 192
Self-Loops : 2437
Reciprocated Vertex Pair Ratio : 0.0269492412349555
Reciprocated Edge Ratio : 0.052484076433121
Connected Components : 736
Single-Vertex Connected Components : 501
Maximum Vertices in a Connected Component : 2904
Maximum Edges in a Connected Component : 16035
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.828473
Graph Density : 0.000469385033852527
Modularity : 0.35455
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,090 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, 08 June 2022 at 12:06 UTC.

The requested start date was Wednesday, 08 June 2022 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 2-day, 7-hour, 41-minute period from Sunday, 05 June 2022 at 16:19 UTC to Wednesday, 08 June 2022 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:
[53] https://www.ptc.com/en/blogs/corporate/digital-transformation-strategy
[45] https://twinybots.ch/
[21] https://www.ericsson.com/en/blog/2022/6/5-factory-technologies-to-look-out-for-in-2022
[21] https://thesixfivesummit.com/
[21] https://www.brusselstimes.com/technology/232087/google-launches-ai-based-job-interview-tool-for-candidates
[19] https://www.motherjones.com/environment/2022/06/general-artificial-intelligence-technology/
[18] https://www.reuters.com/technology/startups-apply-artificial-intelligence-supply-chain-disruptions-2022-05-03/
[18] https://medium.com/@alastairallen/fhir-openehr-2022-53716f837340
[17] https://techxplore.com/news/2022-06-machine-learning-method-hallucinates-text.html
[17] https://becominghuman.ai/ethics-in-artificial-intelligence-436000eb46d5

Top URLs in Tweet in G1:
[8] https://www.researchgate.net/publication/342134613_The_emerging_need_for_touchless_interaction_technologies
[8] https://twinybots.ch/
[6] http://pivotcloudsolutions.com/
[5] https://connectedworld.com/livin-the-green-life-with-leds/
[5] https://www.itnews.com.au/digitalnation/video/case-study-allens-overhauls-legacy-systems-to-improve-efficiency-and-scale-579269?es_id=1caeed1b82
[4] https://secureciso.com/dallas/
[4] https://connectedworld.com/new-tools-for-building-cloud-native-networks/
[4] https://connectedworld.com/the-next-iteration-of-healthcare/
[4] http://paper.li/kaizenfactory/1540665014
[4] https://telecomreseller.com/2022/05/27/the-summer-of-hybrid-remote-work-and-why-you-need-the-vodia-cloud-phone-system/

Top URLs in Tweet in G2:
[19] https://www.brusselstimes.com/technology/232087/google-launches-ai-based-job-interview-tool-for-candidates
[17] https://techxplore.com/news/2022-06-machine-learning-method-hallucinates-text.html
[16] https://www.wired.com/story/satellite-images-ai-solve-problems-governments/
[16] https://www.reuters.com/technology/startups-apply-artificial-intelligence-supply-chain-disruptions-2022-05-03/
[16] https://www.ptc.com/en/blogs/corporate/digital-transformation-strategy
[13] https://www.motherjones.com/environment/2022/06/general-artificial-intelligence-technology/
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277556
[12] https://www.i-scoop.eu/digital-transformation/
[10] https://www.technologynetworks.com/tn/articles/curation-of-the-entire-human-genome-requires-the-best-of-both-human-and-artificial-intelligence-361581
[10] https://www.fiverr.com/share/ggbBbA

Top URLs in Tweet in G3:
[4] https://twinybots.ch/
[3] https://www.pearlorganisation.com/
[2] https://vmmax.cloud/404.xsp
[2] https://thisisamos.com/2022/06/05/isnt-it-risky/
[2] https://www.fiverr.com/208238691?gig_id=208238691&utm_campaign=base_gig_show_share&utm_content=&utm_medium=shared&utm_source=mobile&utm_term=
[2] https://www.fiverr.com/212779126?gig_id=212779126&utm_campaign=base_gig_show_share&utm_content=&utm_medium=shared&utm_source=mobile&utm_term=
[2] https://hrexecutive.com/continuous-improvement-how-to-keep-your-transformation-alive/
[2] https://link.medium.com/hMbGKHjgWnb
[2] https://www.limber.click/3105153
[2] https://www.limber.click/3121270

Top URLs in Tweet in G4:
[34] https://www.ptc.com/en/blogs/corporate/digital-transformation-strategy
[18] https://thesixfivesummit.com/
[12] https://becominghuman.ai/ethics-in-artificial-intelligence-436000eb46d5
[9] https://www2.deloitte.com/us/en/insights/focus/internet-of-things/enterprise-iot-solutions-edge-computing-cloud.html?id=us:2sm:3tw:4IoT::6tech:20190626160000::2416096299&utm_source=tw&utm_campaign=IoT&utm_content=tech&utm_medium=social&linkId=69516666
[8] https://lindagrass0.medium.com/digitization-digitalization-and-digital-transformation-what-are-they-cce9da8b24b6
[8] https://www.eweek.com/big-data-and-analytics/digital-transformation-benefits/?utm_content=buffer7e7b7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://enterprisersproject.com/article/2022/6/digital-transformation-how-foster-organizational-adoption?utm_content=buffer7ec0f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://news.google.com/articles/CAIiEE1vBetiWZeQDFvB1hPMiIUqFQgEKgwIACoFCAowsGkw8AYw7uX1BQ?uo=CAUiWGh0dHBzOi8vdmVudHVyZWJlYXQuY29tLzIwMjIvMDYvMDQvd2h5LWh5YnJpZC13b3JrLWlzLWxlYWRpbmctdG8tY3liZXJzZWN1cml0eS1taXN0YWtlcy_SAQA&hl=en-CA&gl=CA&ceid=CA:en&utm_content=buffer692f6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.everestgrp.com/2019-12-offshoring-healthcare-roles-potential-savings-market-insights-52007.html/
[4] https://sloanreview.mit.edu/article/clinical-ai-gets-the-headlines-but-administrative-ai-may-be-a-better-bet/?utm_source=twitter&utm_medium=social&utm_campaign=sm-direct

Top URLs in Tweet in G5:
[24] https://twinybots.ch/
[9] https://www.forbes.com/sites/forbestechcouncil/2021/11/03/how-to-overcome-digital-transformation-challenges/?utm_sq=h2313r29y2&sh=3975765a79b5&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobetl2022
[8] http://digital-leadership-associates.passle.net/post/102hp4g/marketing-is-brokenheres-how-deckchair-marketing-can-fix-it
[6] https://www.forbes.com/sites/markminevich/2022/05/31/what-does-it-take-for-enterprises-to-succeed-in-the-digital-age/
[6] https://hbr.org/2021/06/5-questions-boards-should-be-asking-about-digital-transformation?utm_sq=h229d1a4sg&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobetl2022
[5] https://digital-leadership-associates.passle.net/post/102hnz7/marketings-big-short
[5] http://digital-leadership-associates.passle.net/post/102guas/can-i-drive-revenue-and-ebitda-with-social-selling
[5] https://venturebeat.com/2021/11/06/report-only-7-of-it-decision-makers-say-theyre-equipped-for-digital-transformation/?utm_sq=h22qpebhn5&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobetl2022
[5] https://fintechnews.hk/18523/digital-transformation/8-financial-processes-poised-for-digital-transformation/
[5] https://www.forbes.com/sites/forbestechcouncil/2021/11/10/leadership-lessons-for-a-successful-digital-transformation/?utm_sq=h21hm61t0u&sh=7c8c4974f9d5&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobetl2022

Top URLs in Tweet in G6:
[12] https://www.ericsson.com/en/blog/2022/6/5-factory-technologies-to-look-out-for-in-2022
[8] https://cio.economictimes.indiatimes.com/news/strategy-and-management/digital-transformation-is-no-more-a-choice-in-the-post-pandemic-world/92050580
[6] https://www.jabil.com/blog/data-science-the-lifeblood-of-the-digital-economy.html?utm_content=buffer91cb1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://technative.io/keeping-business-transformation-on-track-how-enterprises-can-make-sure-they-get-it-right/
[2] https://www.iiot-world.com/industrial-iot/connected-industry/a-decade-of-industry-4-0-the-promise-the-reality-and-what-comes-next/?utm_source=IIoTWorldSocialMedia
[2] https://www.mckinsey.com/business-functions/operations/our-insights/toward-smart-production-machine-intelligence-in-business-operations
[2] https://www.expresscomputer.in/guest-blogs/digital-transformation-trends-to-follow-in-2022/86750/
[2] https://www.infoworld.com/article/3663130/its-a-serverless-and-containerized-world.html#tk.rss_cloudcomputing
[2] https://enterprisersproject.com/article/2022/6/digital-transformation-changing-it-hiring-game
[2] https://technative.io/expediting-digital-transformation-in-indonesia/

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1533793472116711424
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277556

Top URLs in Tweet in G8:
[9] https://www.youtube.com/watch?v=yZVhIzHaWbc&feature=youtu.be

[1] https://twitter.com/i/web/status/1532554974093201413
[1] https://twitter.com/i/web/status/1531322741311254530
[1] https://twitter.com/i/web/status/1533930565178576897
[1] https://twitter.com/elonmusk/status/1532525711763841043
[1] https://twitter.com/roboinufinance/status/1533307788465565698
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F109184201307630%2Fposts%2Fpfbid034M27jdiVfHaJHQJ6nk4p76LFwi3vbhiukZU7JrcnBYaptcunGQGpVaCMQJUUdaBsl%2F%3Fd%3Dn
[1] https://twitter.com/i/web/status/1533779864779517952
[1] https://twitter.com/i/web/status/1533948915925790721
[1] https://twitter.com/i/web/status/1533728841566650368

Top URLs in Tweet in G9:
[3] https://www.itu.int/itu-d/sites/partner2connect/partner2connect-p2c-digital-development-roundtable/
[2] https://www.itu.int/partner2connect
[1] https://twitter.com/i/web/status/1534041767561027584
[1] https://twitter.com/i/web/status/1534072156895776768
[1] https://www.youtube.com/watch?v=B70QjpFlKJ4

[1] https://twitter.com/i/web/status/1484189541384785922
[1] https://blogs.worldbank.org/digital-development/de-risking-digital-investments-support-cyber-resilient-development?cid=ppp_tt_digtaldev_en_ext&cid=ppp_tt_digtaldev_en_ext
[1] https://www.itu.int/partner2connect-pledges
[1] https://twitter.com/i/web/status/1534210505107247105
[1] https://www.smh.com.au/business/workplace/the-key-to-digital-transformation-for-australian-businesses-20220530-p5aphh.html

Top URLs in Tweet in G10:
[2] https://www.bbntimes.com/technology/the-unlikely-synergy-between-security-and-employee-experience
[1] https://linkedin.com/pulse/biggest-breakthrough-our-time-might-something-weve-always-helen-yu/
[1] https://www.linkedin.com/pulse/biggest-breakthrough-our-time-might-something-weve-always-helen-yu/
[1] https://twitter.com/i/web/status/1533687936365076482
[1] https://news.umich.edu/whats-inside-a-black-hole-u-m-physicist-uses-quantum-computing-machine-learning-to-find-out/
[1] https://twitter.com/i/web/status/1514316561749843974
[1] https://itbrief.co.nz/story/the-three-information-management-trends-strengthening-resilience-in-2022
[1] https://twitter.com/i/web/status/1522369817055055873
[1] https://www.information-age.com/predictions-for-future-of-iot-sensor-technology-123496769/
[1] https://www.motherjones.com/environment/2022/06/general-artificial-intelligence-technology/

Top Domains
Top Domains in Tweet in Entire Graph:
[1639] twitter.com
[135] forbes.com
[93] linkedin.com
[85] robtiffanydigital.com
[60] passle.net
[54] medium.com
[53] ptc.com
[53] enterprisersproject.com
[51] paper.li
[51] youtube.com

Top Domains in Tweet in G1:
[294] twitter.com
[26] fiverr.com
[19] linkedin.com
[17] researchgate.net
[17] co.uk
[16] connectedworld.com
[15] paper.li
[13] youtube.com
[11] amazon.com
[11] forbes.com

Top Domains in Tweet in G2:
[317] twitter.com
[85] robtiffanydigital.com
[23] forbes.com
[20] brusselstimes.com
[19] techxplore.com
[17] wired.com
[16] reuters.com
[16] ptc.com
[13] motherjones.com
[13] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[367] twitter.com
[13] paper.li
[10] okt.to
[10] limber.click
[8] forbes.com
[7] linkedin.com
[6] youtube.com
[5] medium.com
[5] co.uk
[5] sociabble.com

Top Domains in Tweet in G4:
[112] twitter.com
[34] ptc.com
[24] enterprisersproject.com
[18] forbes.com
[18] thesixfivesummit.com
[12] becominghuman.ai
[11] deloitte.com
[11] linkedin.com
[9] medium.com
[9] youtube.com

Top Domains in Tweet in G5:
[150] twitter.com
[49] passle.net
[39] forbes.com
[38] linkedin.com
[24] twinybots.ch
[13] enterprisersproject.com
[10] fintechnews.sg
[10] aremorch.com
[9] fintechnews.hk
[7] hbr.org

Top Domains in Tweet in G6:
[44] twitter.com
[14] forbes.com
[12] ericsson.com
[8] indiatimes.com
[6] technative.io
[6] jabil.com
[4] infoworld.com
[2] iiot-world.com
[2] mckinsey.com
[2] techrepublic.com

Top Domains in Tweet in G7:
[1] twitter.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G8:
[77] twitter.com
[9] youtube.com
[1] facebook.com

Top Domains in Tweet in G9:
[10] twitter.com
[6] itu.int
[1] youtube.com
[1] worldbank.org
[1] com.au
[1] opengroup.org

Top Domains in Tweet in G10:
[3] twitter.com
[2] bbntimes.com
[2] linkedin.com
[1] umich.edu
[1] co.nz
[1] information-age.com
[1] motherjones.com
[1] sap.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3449] digitaltransformation
[1505] ai
[885] iot
[563] digital
[491] artificialintelligence
[481] innovation
[422] machinelearning
[420] datascience
[403] cloud
[401] automation



Top Hashtags in Tweet in G1:
[713] digitaltransformation
[158] ai
[72] cloud
[60] digital
[54] iot
[42] innovation
[42] roboticsainews
[41] data
[40] artificialintelligence
[30] 5g

Top Hashtags in Tweet in G2:
[990] ai
[857] digitaltransformation
[686] iot
[364] artificialintelligence
[351] iiot
[344] datascience
[319] machinelearning
[272] automation
[257] bigdata
[254] influence

Top Hashtags in Tweet in G3:
[287] digitaltransformation
[28] technology
[25] digital
[24] innovation
[22] digitalmarketing
[16] business
[14] cloud
[13] ai
[12] iot
[10] fintech

Top Hashtags in Tweet in G4:
[453] digitaltransformation
[158] ai
[107] innovation
[92] digital
[90] tech
[72] futureofwork
[69] iot
[64] fintech
[56] leaders
[52] automation

Top Hashtags in Tweet in G5:
[346] digitaltransformation
[83] ai
[71] digital
[54] socialselling
[46] digitalselling
[45] fintech
[42] transformation
[38] innovation
[35] leadership
[33] roboticsainews

Top Hashtags in Tweet in G6:
[115] digitaltransformation
[29] cio
[23] machinelearning
[20] ai
[19] iot
[15] bigdata
[14] cloud
[13] cto
[12] cloudcomputing
[10] artificialintelligence

Top Hashtags in Tweet in G7:
[180] consumer
[176] helps
[118] beawarebeware
[93] online
[91] job
[91] system
[90] company
[90] money
[90] cybersecurity
[90] now

Top Hashtags in Tweet in G8:
[102] roboinu
[55] digitaltransformation
[48] robowarrior
[46] fintechnews
[20] robowallet
[20] robofamily
[17] roboglobalinvestment
[9] memecoin
[5] roboventures
[2] blockchaininnovation

Top Hashtags in Tweet in G9:
[39] partner2connect
[33] digitaltransformation
[16] generationconnect
[5] digitaldivide
[3] ituwtdc
[3] digital
[3] digitalfuture
[2] meaningfulconnectivity
[2] iot
[2] iiot

Top Hashtags in Tweet in G10:
[16] innovation
[14] ai
[14] digitaltransformation
[14] robot
[14] mi
[14] emergingtech
[14] robotics
[14] robots
[8] iot
[6] fintech

Top Words
Top Words in Tweet in Entire Graph:
[3446] #digitaltransformation
[1505] #ai
[1137] digital
[910] #iot
[599] transformation
[586] #digital
[512] kred
[491] #artificialintelligence
[481] #innovation
[457] more

Top Words in Tweet in G1:
[713] #digitaltransformation
[259] digital
[158] #ai
[124] transformation
[117] more
[93] business
[80] 2022
[72] #cloud
[69] learn
[68] help

Top Words in Tweet in G2:
[990] #ai
[857] #digitaltransformation
[710] #iot
[508] kred
[364] #artificialintelligence
[351] #iiot
[344] #datascience
[319] #machinelearning
[276] ingliguori
[272] #automation

Top Words in Tweet in G3:
[287] #digitaltransformation
[115] digital
[61] more
[55] transformation
[50] learn
[50] business
[31] data
[28] #technology
[28] read
[27] help

Top Words in Tweet in G4:
[453] #digitaltransformation
[158] #ai
[142] digital
[126] betamoroney
[107] #innovation
[97] khulood_almani
[92] #digital
[90] #tech
[79] shi4tech
[76] transformation

Top Words in Tweet in G5:
[346] #digitaltransformation
[185] digital
[152] transformation
[83] #ai
[78] timothy_hughes
[74] #digital
[70] dlaignite
[68] passle
[54] #socialselling
[48] social

Top Words in Tweet in G6:
[115] #digitaltransformation
[38] technative
[32] digital
[29] #cio
[23] #machinelearning
[20] #ai
[20] 2022
[20] business
[19] #iot
[19] antgrasso

Top Words in Tweet in G7:
[294] skodineya
[180] #consumer
[178] offering
[176] #helps
[118] #beawarebeware
[93] #online
[91] #job
[91] #system
[90] #company
[90] #money

Top Words in Tweet in G8:
[164] roboinufinance
[102] #roboinu
[93] rbif
[55] #digitaltransformation
[51] firstname_tommy
[48] #robowarrior
[46] #fintechnews
[34] community
[34] financial
[34] freedom

Top Words in Tweet in G9:
[39] #partner2connect
[39] development
[38] digital
[33] #digitaltransformation
[26] roundtable
[24] forge
[18] pledge
[16] #generationconnect
[15] partnerships
[15] itudevelopment

Top Words in Tweet in G10:
[54] work
[54] gt
[31] yuhelenyu
[27] promise
[27] tech
[27] anywhere
[27] anytime
[27] translation
[27] burnout
[27] stress

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[511] digital,transformation
[256] gave,kred
[256] kred,#influence
[249] #ai,#ml
[207] eli_krumova,gave
[200] #iot,coffee
[200] coffee,talk
[199] welcome,#iot
[199] chat,#digital
[199] #digital,#iiot

Top Word Pairs in Tweet in G1:
[109] digital,transformation
[30] artificial,intelligence
[28] #ai,#artificialintelligence
[25] #digitaltransformation,journey
[25] #fiverr,#fiverrgig
[23] learn,more
[21] think,unique
[21] unique,concept
[21] know,feedback
[21] feedback,comments

Top Word Pairs in Tweet in G2:
[254] gave,kred
[254] kred,#influence
[205] eli_krumova,gave
[200] #ai,#ml
[188] #iot,coffee
[188] coffee,talk
[187] #digital,#iiot
[187] welcome,#iot
[187] chat,#digital
[178] #iiot,#automation

Top Word Pairs in Tweet in G3:
[48] digital,transformation
[14] learn,more
[11] #digital,#digitaltransformation
[10] #proptech,#workplace
[9] #workplace,#smartbuildings
[8] #digitaltransformation,journey
[8] #technology,#innovation
[8] #smartbuildings,#iwms
[7] learn,state
[7] state,#digitaltransformation

Top Word Pairs in Tweet in G4:
[63] digital,transformation
[37] ianljones98,shi4tech
[37] #digital,#tech
[36] shi4tech,lyakovet
[35] needed,drive
[34] #innovation,#digital
[34] soft,#skills
[34] #skills,needed
[34] drive,#digitaltransformation
[34] #digitaltransformation,#leaders

Top Word Pairs in Tweet in G5:
[143] digital,transformation
[62] passle,timothy_hughes
[40] #digitaltransformation,#digital
[39] dlaignite,#socialselling
[28] #digital,#transformation
[28] timothy_hughes,dlaignite
[26] social,selling
[25] #socialselling,#digitalselling
[23] #roboticsainews,#ai
[23] #ai,#artificialintelligence

Top Word Pairs in Tweet in G6:
[13] #digitaltransformation,#machinelearning
[12] #machinelearning,#bigdata
[12] factory,technologies
[12] technologies,look
[12] look,2022
[12] 2022,#digitaltransformation
[12] #cto,#cio
[11] r_demidchuk,factory
[10] #cio,#enterpriseit
[10] #enterpriseit,#digitaltransformation

Top Word Pairs in Tweet in G7:
[115] skodineya,#beawarebeware
[90] #now,#file
[90] #file,#consumer
[90] #consumer,#cases
[90] #cases,#online
[90] #online,#developed
[90] #developed,under
[90] under,#consumer
[90] #consumer,#protection
[90] #protection,#act

Top Word Pairs in Tweet in G8:
[41] #digitaltransformation,#fintechnews
[38] roboinufinance,#roboinu
[34] financial,freedom
[27] #roboinu,#digitaltransformation
[24] rbif,roboinufinance
[20] #robofamily,inculcate
[20] inculcate,3c
[20] 3c,cherish
[20] cherish,time
[20] time,share

Top Word Pairs in Tweet in G9:
[33] #partner2connect,digital
[33] digital,development
[25] development,roundtable
[15] forge,partnerships
[14] miss,#partner2connect
[14] roundtable,forge
[14] partnerships,pledge
[14] pledge,commitments
[11] roundtable,bring
[11] bring,together

Top Word Pairs in Tweet in G10:
[27] promise,tech
[27] tech,work
[27] work,anywhere
[27] anywhere,anytime
[27] anytime,translation
[27] translation,gt
[27] gt,gt
[27] gt,burnout
[27] burnout,stress
[27] stress,zero

Top Replied-To
Top Replied-To in Entire Graph:
@mulesoft
@iotchannel
@whaleeverything
@abigael_kabugho
@togovern
@cryptojack
@altgemhunter
@bscgemsniper
@realcryptorich
@terry_crypto68

Top Replied-To in G1:
@lyakovet
@eli_krumova
@betamoroney
@pomsabharwal
@commsworld
@leoncfu
@cstack
@fitc

Top Replied-To in G2:
@iotchannel
@eli_krumova
@stephanieg_ecg
@fmfrancoise
@gerald_bader
@ingliguori

Top Replied-To in G3:
@kantanmt

Top Replied-To in G4:
@khulood_almani
@adem_onar
@hemraj14091629
@itsmuzza2004
@enilev
@labordeolivier
@betamoroney
@deloitte
@cciaarivlig
@davidseidl

Top Replied-To in G5:
@plotboxio

Top Replied-To in G6:
@rainer_brehm
@adamsconsulting
@datastax

Top Replied-To in G8:
@whaleeverything
@terry_crypto68
@altgemhunter
@cryptojack
@bscgemsniper
@gemkingdom1
@realcryptorich
@emily_murphy95
@mrbigwhalereal
@mark_crypto_off

Top Replied-To in G9:
@norwaymfa

Top Mentioned
Top Mentioned in Entire Graph:
@skodineya
@ingliguori
@kred
@eli_krumova
@antgrasso
@roboinufinance
@betamoroney
@roboticsainews
@khulood_almani
@marcusborba

Top Mentioned in G1:
@roboticsainews
@digital_trans4m
@richardeudes
@dlaignite
@rehabinstyle
@stephaneosias
@blog_r_
@kirkdborne
@cigniti

Top Mentioned in G2:
@kred
@ingliguori
@eli_krumova
@antgrasso
@marcusborba
@kirkdborne
@mvollmer1
@ascentt
@lago72
@forgeaheadio

Top Mentioned in G3:
@ffjoustra
@ashraf890251
@vmmaxcloud
@technavio
@felixamaefule
@amosdoornbos
@timextender
@thee3rd_player
@chainyard

Top Mentioned in G4:
@betamoroney
@khulood_almani
@shi4tech
@lyakovet
@antgrasso
@wef
@ianljones98
@haroldsinnott
@evasmartai
@nevillegaunt

Top Mentioned in G5:
@dlaignite
@timothy_hughes
@roboticsainews
@gettothecrux
@agsocialmedia
@tborreson11
@eric_crux
@adobepartner
@andi_staub
@digital_trans4m

Top Mentioned in G6:
@technative
@antgrasso
@r_demidchuk
@wswmuc
@digitalfawad
@sarbjeetjohal
@shanebrighton
@hpe_greenlake
@digibizinsight
@fklivestolearn

Top Mentioned in G7:
@skodineya
@rbi
@eli_krumova
@nodexl
@chidambara09
@rpatoolsc
@ingl

Top Mentioned in G8:
@roboinufinance
@firstname_tommy
@terry_crypto68
@em_bartholonew
@beckham666666
@msvy_crypto
@ashwsbreal
@thebinancenft
@tonyss993
@redpillgoku

Top Mentioned in G9:
@itudevelopment
@undpdigital
@itu
@doreenbogdan
@dotrwanda
@undp
@undpmoldova
@ituasiapacific
@uncdf
@vuwamuta

Top Mentioned in G10:
@yuhelenyu
@ronald_vanloon
@digitaltrends
@dell
@techamazing
@wef
@haroldsinnott
@bbntimes_en
@cyrilcoste
@7wdata

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@ejlazar
@codedailybot
@cybersecurityn8
@glasgow_watch
@evankirstel
@mulher_noticia
@vonrosenchild

Top Tweeters in G1:
@chidambara09
@rvp
@thomasclone
@eraser
@juandoming
@laveilletechno
@caring_mobile
@amounomalande
@techgeek_guy
@timmynolie

Top Tweeters in G2:
@sectest9
@xaelbot
@codedailybot
@cybersecurityn8
@evankirstel
@mulher_noticia
@botraj1
@fabriciosx
@reuters
@ottlegalrebels

Top Tweeters in G3:
@biconnections
@digitalmehmet
@tweetpresss
@pmprouk
@enderton_justin
@kodineyas
@lucian2drei
@advent_im
@sajidmirza
@corizance

Top Tweeters in G4:
@seekingalpha
@aldoceccarelli
@tess_blue815
@opensource_orgs
@codewithtwitchi
@fintechna
@ssxman2
@bot_innovation
@akwyz
@forbes

Top Tweeters in G5:
@indiatvnews
@jamesjava
@cnbc
@waterworxuk
@billmoore20
@designthinkbot
@vanalich
@stanleyepstein
@timothy_hughes
@grattonboy

Top Tweeters in G6:
@periscopeislit
@into_ai
@jacobussystems
@gvalan
@junjudapi
@cestlavie486
@grjenkin
@techpearce2
@rain2and
@grigorkh

Top Tweeters in G7:
@mahakaal_of
@modiyogisena
@bhuvansociety
@puneetprasaar
@dubeysanjay14
@teamrbreddy
@office_saurabh
@samarjeetrath14
@anilkumarsre
@guptaashaurya

Top Tweeters in G8:
@hernanlafalce
@nasa
@cryptogems555
@binance
@isaac_smith77
@1goonrich
@mrbigwhalereal
@rogerjulrichjr
@mattshiller_
@themooncarl

Top Tweeters in G9:
@smartecocity
@smh
@marianatrobosky
@undp
@theopengroup
@ltorresvale
@sdgs4good
@robertndj_
@usmissiongeneva
@kioninadine

Top Tweeters in G10:
@ejlazar
@xzpwedvhhh37i3c
@7wdata
@digitaltrends
@onijoseph
@ronald_vanloon
@johncarlos
@markquarter
@dr_serbezov
@stratorob