digitaltransformation, Twitter, 11/10/2021 1:34:33 PM, 266033


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digitaltransformation_2021-11-10_05-04-01.xlsx
digitaltransformation_2021-11-10_05-04-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 10, 2021
Short Description:
digitaltransformation via NodeXL https://bit.ly/30d7o3G
@chidambara09
@rpatoolsc
@ronald_vanloon
@khulood_almani
@antgrasso
@ingliguori
@skodineya
@ipfconline1
@wef
@globaliqx

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

Description:
Description
The graph represents a network of 4,567 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, 10 November 2021 at 13:19 UTC.

The requested start date was Wednesday, 10 November 2021 at 01:01 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, 4-hour, 41-minute period from Sunday, 07 November 2021 at 20:19 UTC to Wednesday, 10 November 2021 at 01:00 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 : 4567
Unique Edges : 4945
Edges With Duplicates : 12259
Total Edges : 17204
Number of Edge Types : 5
Tweet : 2028
Mentions : 2864
Retweet : 4971
MentionsInRetweet : 7278
Replies to : 63
Self-Loops : 2214
Reciprocated Vertex Pair Ratio : 0.0259437021662991
Reciprocated Edge Ratio : 0.0505752939688962
Connected Components : 935
Single-Vertex Connected Components : 607
Maximum Vertices in a Connected Component : 2983
Maximum Edges in a Connected Component : 15171
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.172505
Graph Density : 0.0003792753840445
Modularity : 0.368146
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,567 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, 10 November 2021 at 13:19 UTC.

The requested start date was Wednesday, 10 November 2021 at 01:01 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, 4-hour, 41-minute period from Sunday, 07 November 2021 at 20:19 UTC to Wednesday, 10 November 2021 at 01:00 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:
[59] https://www.procon.org/headlines/artificial-intelligence-ai-top-3-pros-and-cons/
[55] https://www.techrepublic.com/article/top-5-strategic-tech-trends-for-2022/
[53] https://twinybots.ch/
[50] https://thefinancialbrand.com/124991/banking-future-projections-payments-technology-crypto-branches-competition-transformation-esg/?smedia-twt-jm
[43] https://www.forbes.com/sites/ganeskesari/2021/10/26/the-3-steps-to-building-an-ai-powered-organization/
[37] https://hbr.org/2021/10/the-5-fronts-of-digital-transformation-in-the-middle-market
[26] https://macanima.com
[25] https://www.cmswire.com/customer-experience/why-should-it-care-about-customer-experience/?utm_sq=gt4fijxv1x&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobepartner
[24] https://www.analyticsinsight.net/career-growth-for-automotive-software-engineer-a-complete-guide-for-you/
[23] https://etcio.com/s/g98qlkp

Top URLs in Tweet in G1:
[42] https://www.forbes.com/sites/ganeskesari/2021/10/26/the-3-steps-to-building-an-ai-powered-organization/
[8] https://twinybots.ch/
[4] https://thefinancialbrand.com/124991/banking-future-projections-payments-technology-crypto-branches-competition-transformation-esg/?smedia-twt-jm
[3] https://www.hpe.com/us/en/resources/solutions/core-enterprise-capabilities.html?parentPage=/us/en/products/compute-systems
[3] https://amazon.de/
[3] https://abbuda.live
[3] https://twitter.com/INDIAdrive21/status/1393747477627506693
[2] https://atos.net/en/lp/financial-services-modernization
[2] https://digitaltransformation-week.com/northamerica/
[2] https://www.cigniti.com/blog/digital-acceleration-trends-drivers/

Top URLs in Tweet in G2:
[32] https://thefinancialbrand.com/124991/banking-future-projections-payments-technology-crypto-branches-competition-transformation-esg/?smedia-twt-jm
[22] https://www.procon.org/headlines/artificial-intelligence-ai-top-3-pros-and-cons/
[18] https://www.techrepublic.com/article/top-5-strategic-tech-trends-for-2022/
[18] https://www.information-age.com/10-innovative-ar-vr-companies-to-watch-123496380/
[10] https://www.linkedin.com/pulse/4-main-uses-artificial-intelligence-evan-kirstel?trk=public_profile_article_view13
[10] https://www.aiiottalk.com/ai-ml-revolutionizes-the-customer-experience/
[8] https://www.analyticsinsight.net/10-dangerous-malwares-to-watch-out-for-in-2021/
[8] https://www.information-age.com/predictions-for-future-of-iot-sensor-technology-123496769/
[8] https://www.youtube.com/watch?v=TGiIdE8ZVcs&feature=youtu.be

[8] https://www.zdnet.com/article/if-you-want-to-understand-how-tech-is-changing-you-need-to-follow-the-money/

Top URLs in Tweet in G3:
[39] https://twinybots.ch/
[18] https://theartofservice.com/Digital-Transformation-kanban
[16] https://www.forbes.com/sites/stevedenning/2021/10/31/why-the-biggest-risk-in-digital-transformations-is-often-the-c-suite-itself/?sh=2f4e6030144a
[9] https://ciotechasia.com/sydney-fish-markets-goes-digital/
[8] https://www.forbes.com/sites/kimberlywhitler/2021/10/30/how-businesses-can-take-the-digital-transformation-plunge-start-at-the-beginning/?sh=3fce703a6c4d
[8] https://www.cmswire.com/customer-experience/why-should-it-care-about-customer-experience/?utm_sq=gt4fijxv1x&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobepartner
[7] https://medium.com/@rlandikusic/telegram-a-messaging-app-first-appeared-in-russia-in-2013-as-a-platform-launched-by-the-durov-1124d9ea0a55?source=rss------artificial_intelligence-5&utm_source=dlvr.it&utm_medium=twitter
[7] http://pivotcloudsolutions.com/
[7] https://www.slideshare.net/Arging/hospitals-digital-transformation-how-to-lead-it
[6] https://www.weforum.org/agenda/2021/10/digital-transformation-business-resilience-cyber/

Top URLs in Tweet in G4:
[33] https://www.techrepublic.com/article/top-5-strategic-tech-trends-for-2022/
[30] https://www.procon.org/headlines/artificial-intelligence-ai-top-3-pros-and-cons/
[18] https://macanima.com
[17] https://www.analyticsinsight.net/career-growth-for-automotive-software-engineer-a-complete-guide-for-you/
[16] https://www.forbes.com/sites/richardkestenbaum/2021/11/08/like-it-or-not-artificial-intelligence-is-coming-to-every-part-of-retail/
[15] https://www.wsj.com/articles/artificial-intelligence-ai-gpt-3-turing-test-reason-science-technology-11636144673
[15] https://etcio.com/s/g98qlkp
[13] https://www.forbes.com/sites/robtoews/2021/06/01/what-artificial-intelligence-still-cant-do/
[12] https://www.intelligentcio.com/eu/2021/10/29/the-role-of-artificial-intelligence-in-manufacturing/
[11] https://www.weforum.org/projects/cyber-risk-leadership-and-corporate-governance

Top URLs in Tweet in G5:
[5] https://socialeurope.eu/artificial-intelligence-and-workers-rights
[4] https://pymnts.com/
[4] https://www.procon.org/headlines/artificial-intelligence-ai-top-3-pros-and-cons/
[3] https://www.datasciencecentral.com/profiles/blogs/ways-artificial-intelligence-impacting-the-banking-sector
[3] https://nationalpost.com/pmn/news-pmn/artificial-intelligence-is-getting-better-at-writing-and-universities-should-worry-about-plagiarism
[3] https://bestgamingpro.com/artificial-intelligence-the-celebration-and-the-worries/
[3] https://www.researchandmarkets.com/
[3] https://www.datamation.com/big-data/odaseva-introducing-residency-as-a-service-raas-solution/?utm_source=Twitter.com&utm_medium=technologyadvice-social&utm_content=vendor&utm_campaign=socialflow
[3] https://aithority.com/
[3] https://www.forbes.com/sites/danielnewman/2021/10/13/top-10-digital-transformation-trends-for-2022/?sh=1a288c176330

Top URLs in Tweet in G6:
[12] http://digital-leadership-associates.passle.net/post/102h8t6/how-to-build-an-executive-social-media-strategy-that-works
[7] http://digital-leadership-associates.passle.net/post/102h9qd/its-all-about-revenue-and-the-boards-are-restructuring-for-2022
[6] https://digital-transformers.captivate.fm/listen
[5] http://digital-leadership-associates.passle.net/post/102ha70/what-b2b-executives-want-from-thought-leadership-content
[5] https://youtu.be/2AXWFplA6vE
[4] https://www.afsainfosystems.com/quickinfra/
[4] https://www.youtube.com/watch?v=V6E7gHiv9jU&feature=youtu.be

[4] https://www.linkedin.com/posts/adamgray_socialselling-sales-revops-activity-6861593990131654656-nr7n
[4] https://afsainfosystems.com/
[4] https://link.medium.com/oIJfI6fSUkb

Top URLs in Tweet in G7:
[6] https://www.mohfw.gov.in/
[1] https://twitter.com/i/web/status/1458062320463011848
[1] https://www.linkedin.com/slink?code=evMYnk33
[1] http://www.event.governancenow.com/digital-transformation-summit-2021/register.php

Top URLs in Tweet in G8:
[28] https://hbr.org/2021/10/the-5-fronts-of-digital-transformation-in-the-middle-market
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fhow-to-create-products-that-rely-on-machine-learning-f0c7fe70cbc8
[2] https://dan.com/buy-domain/donaxe.com
[2] https://dan.com/buy-domain/bankofnepal.com
[2] https://www.vpdigit.com/blog/demand-generation/
[1] http://CVSoci.al/69eenZP7
[1] https://twitter.com/i/web/status/1457977229997117442
[1] https://www.enfuse-solutions.com/2020/11/machine-learning-powerful-strong-underlying-data-quality/
[1] https://twitter.com/i/web/status/1457720375043895300
[1] https://www.digitimes.com/news/a20211105VL201.html

Top URLs in Tweet in G9:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265809
[1] https://twitter.com/i/web/status/1457700776432779271
[1] https://www.shinyredphoto.com/2021/CCE-2021/i-fMm7Pn8/A
[1] https://hcleadershipessentials.com/pages/everybody-wants-to-rule-the-world#preorder
[1] https://twitter.com/i/web/status/1457691913147097097
[1] https://twitter.com/rootnk/status/1457444397679882244

Top URLs in Tweet in G10:
[2] https://dxsherpa.com/schedule-a-free-consultation-with-our-experts/?utm_content=buffer3c67f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1457958657518444544
[1] https://twitter.com/i/web/status/1457676035886133253
[1] https://tbri.com/special-reports/humble-focused-ambitious-infosys-europe/
[1] https://twitter.com/i/web/status/1458111486086336524
[1] https://twitter.com/i/web/status/1458114374799970306
[1] https://twitter.com/i/web/status/1458039288357167104
[1] https://www.infosys.com/services/engineering-services/insights/engineering-cloud.html?soc=smo_tw_BAU_Insights_es_banner_09112021_1dbcef99619f108a647eae77fcfac498_lq_lq
[1] https://www.infosys.com/products-and-platforms/helix/offerings/payer-cloud-platform.html?soc=smo_tw_BAU_Offerings_hc_banner_08112021_6cff7072c0781f902730beedf60cd575_lq_lq
[1] https://twitter.com/i/web/status/1458229941472927744

Top Domains
Top Domains in Tweet in Entire Graph:
[1068] twitter.com
[192] forbes.com
[117] techrepublic.com
[99] linkedin.com
[87] analyticsinsight.net
[72] weforum.org
[66] medium.com
[59] procon.org
[59] youtube.com
[56] hbr.org

Top Domains in Tweet in G1:
[334] twitter.com
[45] forbes.com
[22] linkedin.com
[10] paper.li
[8] twinybots.ch
[6] amazon.de
[5] fiverr.com
[5] sociabble.com
[4] okt.to
[4] hbr.org

Top Domains in Tweet in G2:
[67] twitter.com
[38] techrepublic.com
[33] thefinancialbrand.com
[30] forbes.com
[26] information-age.com
[23] bbntimes.com
[23] zdnet.com
[22] procon.org
[21] analyticsinsight.net
[16] linkedin.com

Top Domains in Tweet in G3:
[159] twitter.com
[44] forbes.com
[39] twinybots.ch
[20] linkedin.com
[18] theartofservice.com
[16] ciotechasia.com
[14] medium.com
[13] ademccormack.com
[12] weforum.org
[10] libsyn.com

Top Domains in Tweet in G4:
[109] twitter.com
[68] techrepublic.com
[42] forbes.com
[42] analyticsinsight.net
[39] weforum.org
[35] robtiffanydigital.com
[30] procon.org
[23] technative.io
[18] macanima.com
[16] wsj.com

Top Domains in Tweet in G5:
[93] twitter.com
[20] okt.to
[13] datamation.com
[11] forbes.com
[9] mckinsey.com
[9] medium.com
[6] linkedin.com
[6] bit.ly
[6] co.uk
[6] pymnts.com

Top Domains in Tweet in G6:
[43] twitter.com
[28] passle.net
[16] okt.to
[15] linkedin.com
[11] medium.com
[10] captivate.fm
[10] youtu.be
[8] afsainfosystems.com
[8] youtube.com
[6] globenewswire.com

Top Domains in Tweet in G7:
[6] gov.in
[1] twitter.com
[1] linkedin.com
[1] governancenow.com

Top Domains in Tweet in G8:
[28] hbr.org
[7] twitter.com
[4] dan.com
[4] forbes.com
[2] medium.com
[2] vpdigit.com
[1] cvsoci.al
[1] enfuse-solutions.com
[1] digitimes.com
[1] qz.com

Top Domains in Tweet in G9:
[3] twitter.com
[2] nodexlgraphgallery.org
[1] shinyredphoto.com
[1] hcleadershipessentials.com

Top Domains in Tweet in G10:
[13] twitter.com
[2] dxsherpa.com
[2] infosys.com
[1] tbri.com
[1] c3.ai
[1] rightpoint.com
[1] genpact.com
[1] infosysbpm.com
[1] shell.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4201] digitaltransformation
[1829] ai
[912] iot
[724] datascience
[636] artificialintelligence
[497] digital
[489] machinelearning
[486] bigdata
[449] innovation
[439] technology



Top Hashtags in Tweet in G1:
[415] digitaltransformation
[91] ai
[48] automation
[27] innovation
[24] digital
[21] technology
[20] business
[17] cloud
[16] quickbookspartner
[10] digitalmarketing

Top Hashtags in Tweet in G2:
[596] digitaltransformation
[429] ai
[202] iot
[147] artificialintelligence
[135] nfts
[128] datascience
[117] innovation
[114] technology
[98] bigdata
[96] machinelearning

Top Hashtags in Tweet in G3:
[718] digitaltransformation
[124] digital
[74] ai
[59] technology
[51] transformation
[51] cloud
[36] iot
[35] innovation
[28] artificialintelligence
[27] cio

Top Hashtags in Tweet in G4:
[849] ai
[827] digitaltransformation
[490] iot
[490] datascience
[360] artificialintelligence
[286] machinelearning
[283] bigdata
[269] cybersecurity
[258] 100daysofcode
[193] cloud

Top Hashtags in Tweet in G5:
[428] digitaltransformation
[248] ai
[72] iot
[48] artificialintelligence
[40] digital
[37] ml
[37] robotics
[37] cx
[35] bigdata
[34] datascience

Top Hashtags in Tweet in G6:
[221] digitaltransformation
[64] iot
[44] industry40
[42] msv2021
[42] brno
[38] ai
[32] neblio
[26] cloud
[22] blockchain
[22] digitalselling

Top Hashtags in Tweet in G7:
[71] poshantracker
[63] content
[50] india
[48] newitrules2021
[48] malnutrition
[47] helping
[47] free
[47] views
[47] anganwadi
[44] digitaluphaar

Top Hashtags in Tweet in G8:
[58] digitaltransformation
[32] cx
[30] ex
[13] startup
[10] ai
[9] innovation
[8] business
[7] marketing
[6] startups
[6] artificialintelligence

Top Hashtags in Tweet in G9:
[25] digitaltransformation
[8] digitalmarketing
[8] leadership
[6] dogecoin
[6] cryptonews
[6] ff
[5] sundaymorning
[2] ai
[2] machinelearning
[2] kindnessmatters

Top Hashtags in Tweet in G10:
[44] digitaltransformation
[6] digitalbanking
[4] publicgood
[3] servicenow
[3] operationtransformation
[3] insurance
[2] cmdb
[2] banking
[2] bfsi
[2] remoteworking

Top Words
Top Words in Tweet in Entire Graph:
[4200] #digitaltransformation
[1827] #ai
[1204] digital
[912] #iot
[724] #datascience
[639] transformation
[636] #artificialintelligence
[545] khulood_almani
[512] #digital
[489] #machinelearning

Top Words in Tweet in G1:
[414] #digitaltransformation
[151] digital
[91] #ai
[75] help
[69] leaders
[69] organization
[67] transformation
[66] ai
[65] build
[65] core

Top Words in Tweet in G2:
[596] #digitaltransformation
[428] #ai
[202] #iot
[179] khulood_almani
[147] #artificialintelligence
[135] #nfts
[128] #datascience
[117] #innovation
[114] #technology
[98] #bigdata

Top Words in Tweet in G3:
[718] #digitaltransformation
[325] digital
[169] transformation
[127] #digital
[99] more
[97] business
[73] #ai
[59] #technology
[53] learn
[52] data

Top Words in Tweet in G4:
[849] #ai
[827] #digitaltransformation
[490] #iot
[490] #datascience
[360] #artificialintelligence
[338] khulood_almani
[286] #machinelearning
[283] #bigdata
[269] #cybersecurity
[258] #100daysofcode

Top Words in Tweet in G5:
[428] #digitaltransformation
[256] digital
[248] #ai
[171] transformation
[144] antgrasso
[120] ronald_vanloon
[111] cc
[108] ai
[87] business
[78] technology

Top Words in Tweet in G6:
[221] #digitaltransformation
[64] #iot
[61] digital
[51] fyziktom
[44] #industry40
[42] #msv2021
[42] #brno
[38] #ai
[37] business
[34] dlaignite

Top Words in Tweet in G7:
[221] skodineya
[72] ज
[72] क
[72] र
[71] #poshantracker
[63] #content
[50] #india
[48] #newitrules2021
[48] #malnutrition
[47] #helping

Top Words in Tweet in G8:
[58] #digitaltransformation
[37] business
[35] harvardbiz
[33] around
[32] #cx
[31] companies
[30] digitizing
[30] operations
[30] help
[30] address

Top Words in Tweet in G9:
[25] #digitaltransformation
[20] twitter
[18] michaelbathurst
[15] awakening
[15] universe
[13] monday
[13] miracles
[13] around
[10] rootnk
[8] #digitalmarketing

Top Words in Tweet in G10:
[44] #digitaltransformation
[22] ai
[18] open
[16] c3_ai
[13] genpact
[12] infosys
[12] digital
[12] ceo
[11] shell
[11] welcome

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[541] digital,transformation
[233] artificial,intelligence
[217] #digitaltransformation,#ai
[209] #ai,#nfts
[197] #ai,#digitaltransformation
[180] coffee,talk
[156] #digitaltransformation,#bigdata
[147] #datascience,#ai
[146] #nocode,#lowcode
[139] #lowcode,#javascript

Top Word Pairs in Tweet in G1:
[62] digital,transformation
[59] despite,awareness
[59] awareness,potential
[59] potential,#ai
[59] #ai,leaders
[59] leaders,struggle
[59] struggle,build
[59] build,organization
[59] organization,ai
[59] ai,core

Top Word Pairs in Tweet in G2:
[87] #ai,#nfts
[86] #digitaltransformation,#ai
[54] ianljones98,shi4tech
[45] #technology,#digitaltransformation
[40] #ai,#digitaltransformation
[40] #digitaltransformation,#bigdata
[37] #fintech,#digitaltransformation
[34] #nfts,#iot
[34] #banking,#fintech
[33] #cloud,#iot

Top Word Pairs in Tweet in G3:
[150] digital,transformation
[45] #digital,#digitaltransformation
[31] #digitaltransformation,#digital
[28] coffee,talk
[26] #transformation,#digital
[18] biggest,risk
[18] suite,itself
[17] learn,more
[16] customer,experience
[16] #digital,#transformation

Top Word Pairs in Tweet in G4:
[132] coffee,talk
[127] #nocode,#lowcode
[125] #lowcode,#javascript
[125] #javascript,#github
[125] #github,#nodejs
[125] #nodejs,#cybersecurity
[125] #cybersecurity,#devops
[122] #devops,#100daysofcode
[122] #100daysofcode,#datascience
[121] #datascience,#ai

Top Word Pairs in Tweet in G5:
[153] digital,transformation
[72] #digitaltransformation,cc
[70] artificial,intelligence
[46] #ai,#digitaltransformation
[34] antgrasso,digital
[33] transformation,evolution
[33] evolution,encompasses
[33] encompasses,technology
[33] technology,infrastructure
[33] infrastructure,processes

Top Word Pairs in Tweet in G6:
[42] #msv2021,#brno
[33] #industry40,#iot
[29] digital,transformation
[22] social,media
[19] czech,republic
[18] #iot,#robotics
[17] second,day
[17] day,#msv2021
[17] #brno,#industry40
[17] #robotics,#digitaltransformation

Top Word Pairs in Tweet in G7:
[47] #poshantracker,#helping
[47] #helping,making
[47] making,#india
[47] #india,#malnutrition
[47] #malnutrition,#free
[47] #free,providing
[47] providing,#views
[47] #views,activities
[47] activities,#anganwadi
[47] #anganwadi,centre

Top Word Pairs in Tweet in G8:
[30] digitizing,business
[30] business,operations
[30] operations,help
[30] help,address
[30] address,challenges
[30] challenges,around
[30] around,#cx
[30] #cx,#ex
[30] #ex,harvardbiz
[30] harvardbiz,explores

Top Word Pairs in Tweet in G9:
[15] twitter,universe
[13] monday,miracles
[13] miracles,awakening
[13] awakening,around
[13] around,twitter
[11] michaelbathurst,monday
[8] #digitalmarketing,#digitaltransformation
[7] universe,#digitalmarketing
[7] #digitaltransformation,#leadership
[6] universe,#dogecoin

Top Word Pairs in Tweet in G10:
[9] open,ai
[9] initiative,open
[9] open,ecosystem
[8] ecosystem,ai
[8] ai,based
[6] #digitalbanking,services
[6] digitally,transform
[6] welcome,ronald
[6] ronald,shamah
[6] shamah,ceo

Top Replied-To
Top Replied-To in Entire Graph:
@nicecxone
@betamoroney
@rtlnieuws
@e_mfp
@thepromiseisaac
@mvizard
@khulood_almani
@sambiardo
@euromonitor
@sonijiandani

Top Replied-To in G2:
@betamoroney
@deeplearn007
@adamsconsulting
@akwyz
@nevillegaunt
@anand_narang
@forbes

Top Replied-To in G3:
@infoxchange
@enilev
@idc
@teradata
@edbpostgres
@talend
@qlik
@whalecloud2
@jimmarous

Top Replied-To in G4:
@sambiardo

Top Replied-To in G5:
@nicecxone
@khulood_almani
@mvollmer1

Top Replied-To in G6:
@thepromiseisaac
@danicedmarshall
@oraclecloud

Top Replied-To in G8:
@euromonitor
@harvardbiz
@sonijiandani

Top Replied-To in G9:
@rootnk

Top Mentioned
Top Mentioned in Entire Graph:
@khulood_almani
@skodineya
@ingliguori
@antgrasso
@wef
@ronald_vanloon
@marcusborba
@ipfconline1
@paolopiccolo7
@forbes

Top Mentioned in G1:
@accendowave
@jr_digitalizes
@jodoworld
@rabbyeauxec
@kintydread
@flexxibleit
@mjhilleditor
@evergent
@wga_consulting
@omogi_alex

Top Mentioned in G2:
@khulood_almani
@ipfconline1
@betamoroney
@shi4tech
@ianljones98
@ingliguori
@lyakovet
@stratorob
@andi_staub
@spirosmargaris

Top Mentioned in G3:
@tamaramccleary
@nyike
@forbes
@microfocus
@robtiffany
@digital_trans4m
@star_cio
@intacttech
@blokdykg
@huaweiena

Top Mentioned in G4:
@khulood_almani
@ingliguori
@marcusborba
@paolopiccolo7
@wef
@mvollmer1
@yuhelenyu
@writersxcellent
@haroldsinnott
@kred

Top Mentioned in G5:
@antgrasso
@ronald_vanloon
@lindagrass0
@mikequindazzi
@wef
@digital_trans4m
@mashable
@mckinsey
@gartner_inc
@khulood_almani

Top Mentioned in G6:
@fyziktom
@dlaignite
@timothy_hughes
@eric_crux
@agsocialmedia
@einatweiss
@khulood_almani
@gettothecrux
@kevin_jackson
@neblioteam

Top Mentioned in G7:
@skodineya
@uidai
@mohfw_india
@goi_meity
@negd_goi
@gauravarora0409
@governancenow
@pmoindia
@lgov_puducherry
@ceopuducherry

Top Mentioned in G8:
@harvardbiz
@tamaramccleary
@pensandoio
@stratorob
@nikseamc
@mattedgar
@forbes
@amazon
@google
@googlestartups

Top Mentioned in G9:
@michaelbathurst
@rootnk
@smhsome
@rwang0
@docassar
@bethfratesmd
@wrix2
@mel_m8
@curieuxexplorer
@brianjjackson

Top Mentioned in G10:
@c3_ai
@genpact
@infosys
@rightpoint
@shell
@dxsherpa
@andye_nh
@ashleys_nh
@smartroost
@westpoint_usma

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@cybersec_feeds
@chidambara09
@piyuanker12
@xaelbot
@geoffrey_payne
@codedailybot
@independent
@evankirstel

Top Tweeters in G1:
@gabbariele
@miragenewscom
@stanleyepstein
@realnerdjunkie
@arsalanakhan
@gigibeltrame
@alexwitzleben
@karntna_bua
@moutfield
@sajidmirza

Top Tweeters in G2:
@marshawright
@piyuanker12
@evankirstel
@discovertech3
@morolswediu
@coder_487
@ottlegalrebels
@npsusa
@andrewmorrisuk
@gezgintrk

Top Tweeters in G3:
@chidambara09
@independent
@modernghanaweb
@openmarketingtv
@cnn
@blokdykg
@jeremy13605986
@danny51353649
@gulf_news
@greentechdon

Top Tweeters in G4:
@sectest9
@cybersec_feeds
@xaelbot
@codedailybot
@aaroncuddeback
@thedeveloperbot
@cybersecurityn8
@viralvideovlogs
@ipythonistabot
@timesnow

Top Tweeters in G5:
@geoffrey_payne
@artificialbra1n
@tess_blue815
@calcaware
@mashable
@humanre41270855
@xzpwedvhhh37i3c
@ilovebooks786
@education_24x7
@mark45dominic

Top Tweeters in G6:
@rosenchild
@dataaugmented
@biconnections
@yvesmulkers
@kevin_jackson
@robotconsumer
@prosper_kenn
@wil_bielert
@_dotnetbot_
@mench90

Top Tweeters in G7:
@ani
@krishanmohankr6
@merikashi
@bhajpaparivaar
@aadhaar_care
@rudrana43833445
@sankalpitbela
@mahakaal_of
@manjeet4bjp
@bhuvansociety

Top Tweeters in G8:
@walmart
@zsmtomotomo
@thisweekinnepal
@google
@harvardbiz
@guy4mknp
@digitalbotrt
@mycowork_space
@ws
@joeonisick

Top Tweeters in G9:
@lorimoreno
@drjimmystar
@tripletsfan19
@edward733
@brucevh
@rwang0
@mjoehlerich
@wrix2
@digitalmehmet
@michaelbathurst

Top Tweeters in G10:
@ucloudify
@weincludedorg
@nhinsight
@alcarin_ducil
@genpact
@infosys
@ramasinghania
@harvardhbs
@processlenz
@garyb_nh