digitaltransformation, Twitter, 12/8/2021 8:02:58 PM, 267949


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digitaltransformation_2021-12-08_05-04-01.xlsx
digitaltransformation_2021-12-08_05-04-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 08, 2021
Short Description:
digitaltransformation via NodeXL https://bit.ly/3GipiC6
@mvollmer1
@haroldsinnott
@chidambara09
@rpatoolsc
@gosquad22
@betamoroney
@ronald_vanloon
@ingliguori
@antgrasso
@eli_krumova

Top hashtags:
#digitaltransformation
#ai
#iot
#datascience
#machinelearning

Description:
Description
The graph represents a network of 4,400 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 December 2021 at 13:18 UTC.

The requested start date was Wednesday, 08 December 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, 7-hour, 57-minute period from Sunday, 05 December 2021 at 17:02 UTC to Wednesday, 08 December 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 : 4400
Unique Edges : 5767
Edges With Duplicates : 14294
Total Edges : 20061
Number of Edge Types : 5
Tweet : 1641
Mentions : 3807
Retweet : 5277
MentionsInRetweet : 9248
Replies to : 88
Self-Loops : 1825
Reciprocated Vertex Pair Ratio : 0.0278999892692349
Reciprocated Edge Ratio : 0.0542854160141977
Connected Components : 767
Single-Vertex Connected Components : 470
Maximum Vertices in a Connected Component : 2881
Maximum Edges in a Connected Component : 17948
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.280972
Graph Density : 0.000494895534108992
Modularity : 0.348822
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,400 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 December 2021 at 13:18 UTC.

The requested start date was Wednesday, 08 December 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, 7-hour, 57-minute period from Sunday, 05 December 2021 at 17:02 UTC to Wednesday, 08 December 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:
[79] https://twinybots.ch/
[43] https://thefinancialbrand.com/125755/top-digital-banking-transformation-priorities-trends-predictions-2022/
[39] https://roboticsandautomationnews.com/2021/12/05/artificial-intelligence-technology-you-can-control-from-anywhere/47456/
[32] https://research.aimultiple.com/ai-usecases/
[30] https://www.mltut.com/free-online-courses-for-data-science/
[30] https://www.buzzsprout.com/1846828/achievements/1070548?milestone=10
[29] https://dev.to/ashokisaac/devops-in-3-sentences-17c4
[28] https://www.mltut.com/best-data-science-project-ideas/
[27] https://macanima.com
[25] https://www.sciencealert.com/ai-is-discovering-patterns-in-pure-mathematics-that-have-never-been-seen-before

Top URLs in Tweet in G1:
[35] https://roboticsandautomationnews.com/2021/12/05/artificial-intelligence-technology-you-can-control-from-anywhere/47456/
[34] https://thefinancialbrand.com/125755/top-digital-banking-transformation-priorities-trends-predictions-2022/
[30] https://www.mltut.com/free-online-courses-for-data-science/
[28] https://www.mltut.com/best-data-science-project-ideas/
[27] https://dev.to/ashokisaac/devops-in-3-sentences-17c4
[27] https://macanima.com
[25] https://research.aimultiple.com/ai-usecases/
[24] https://www.sciencealert.com/ai-is-discovering-patterns-in-pure-mathematics-that-have-never-been-seen-before
[24] https://finance.yahoo.com/news/3-artificial-intelligence-stocks-leading-102641095.html
[19] https://glweb.eu/blog/digital-transformation/165-what-is-intelligence-automation

Top URLs in Tweet in G2:
[17] https://www.statista.com/chart/26248/tech-company-earnings-per-second/
[17] https://twinybots.ch/
[13] https://www.buzzsprout.com/1846828/achievements/1070548?milestone=10
[9] https://www.insight.tech/data-center/how-a-museum-transforms-operations-with-hci#main-content
[8] https://iireporter.com/insurtech-pressures-incumbents-personalize-customer-experience/?utm_content=buffer3345d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://sloanreview.mit.edu/video/transforming-from-traditional-competitor-to-ecosystem-powerhouse/?utm_source=social&utm_medium=Social&utm_campaign=WorkTrends%20
[7] https://www.mckinsey.com/business-functions/marketing-and-sales/our-insights/us-holiday-shopping-2021-strong-demand-meets-big-challenges
[7] https://www.forbes.com/sites/stevedenning/2021/10/31/why-the-biggest-risk-in-digital-transformations-is-often-the-c-suite-itself/?sh=2f4e6030144a
[7] https://yourstory.com/2021/10/artificial-intelligence-speeding-digital-transformation-enterprise/amp
[6] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2021/11/01/turning-digital-transformation-vision-into-reality/?sh=5699daa86abb

Top URLs in Tweet in G3:
[12] https://www.youtube.com/embed/oBgh5o8nAzM
[9] https://twinybots.ch/
[8] https://www.forbes.com/sites/paulxmccarthy/2021/11/16/new-measures-for-the-digital-economy/
[7] http://pivotcloudsolutions.com/
[3] https://siliconangle.com/2021/11/11/hpe-deloitte-alliance-targets-flexible-hybrid-cloud-solutions-splunkconf21/
[3] https://en.digitalisieren.io/die-bucher-fur-die-digitalisierung
[3] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2021/04/27/life-as-a-digital-journey-the-impact-of-digital-transformation-on-the-customer-experience/?sh=459353da7e20
[3] https://www.buzzsprout.com/1846828/achievements/1070548?milestone=10
[3] http://sendfox.com/360fashion
[3] https://aremorch.com/why-digital-transformation-is-important-for-the-hotel-employee-and-customer-experience-today/

Top URLs in Tweet in G4:
[5] https://healthcareglobal.com/digital-healthcare/digital-transformation-healthcare-india
[4] https://lindagrass0.medium.com/insider-threats-how-to-protect-your-company-from-them-26515df277bc
[3] https://www.raconteur.net/infographics/the-history-of-fintech/
[3] 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
[3] https://thefinancialbrand.com/125755/top-digital-banking-transformation-priorities-trends-predictions-2022/
[2] https://www.siemens-advanta.com/blog/digital-transformation-checklist?twclid=11382722995223998469
[2] https://www.techment.com/top-5-digital-product-development-trends-for-better-applications/
[2] https://www.everestgrp.com/2018-12-a-structured-approach-to-blockchain-adoption-market-insights-48398.html/
[2] https://www.undp.org/content/undp/en/home/blog/2019/Using_AI_to_help_achieve_Sustainable_Development_Goals.html
[2] https://www.dbjournal.ro/archive/31/31_16.pdf

Top URLs in Tweet in G5:
[14] https://www.arcweb.com/events/arc-industry-forum-orlando
[13] https://www.itu.int/go/DG9H
[5] https://www.forbes.com/sites/forbesbusinesscouncil/2021/12/03/accelerating-digital-transformation-is-your-business-evolving-or-going-extinct/?utm_sq=gx4xnmjp6h&sh=1099ac00ab38&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobetl2022
[4] https://www.cmswire.com/digital-workplace/artificial-intelligence-is-about-collaboration-not-job-elimination/
[3] https://scientya.com/artificial-intelligence-in-marketing-f581d94719f7?source=rss----1d905945e4a8---4
[3] https://www.youtube.com/embed/oBgh5o8nAzM
[3] https://www.forbes.com/sites/paulxmccarthy/2021/11/16/new-measures-for-the-digital-economy/
[3] https://www.msn.com/en-us/money/other/covid-19-is-changing-the-way-africa-thinks-of-digital-innovation/ar-AAMqDL2
[3] https://www.youtube.com/watch?v=aEJ39ePxwi8&feature=youtu.be

[2] https://robtiffanydigital.com/iot-coffee-talk-42-iot-smart-spaces/?utm_source=twitter&utm_medium=social&utm_campaign=social

Top URLs in Tweet in G6:
[21] https://hbr.org/2021/11/how-to-navigate-the-ambiguity-of-a-digital-transformation?ab=hero-subleft-1
[11] http://digital-leadership-associates.passle.net/post/102hc1k/questions-from-the-client-base-1-how-do-i-know-our-people-are-going-to-say-the
[10] https://youtu.be/4TRSu6bn22g
[8] https://youtu.be/BHEVyT_fApY
[7] https://www.linkedin.com/posts/adamgray_socialselling-pipeline-digitaltransformation-activity-6869948277266112512-SihY
[6] http://digital-leadership-associates.passle.net/post/102haoo/my-sales-marketing-and-leadership-predictions-for-2022
[5] https://www.linkedin.com/posts/adamgray_socialselling-modernselling-personalbrand-activity-6871406676302430208-eo4k
[4] https://www.teldat.com/telecommunications-solutions/enterprise-routers/5g-fwa-for-enterprise/
[4] https://theartofservice.com/Digital-Transformation-kanban
[3] https://hbr.org/2021/11/how-to-navigate-the-ambiguity-of-a-digital-transformation

Top URLs in Tweet in G7:
[31] https://twinybots.ch/
[9] https://opensea.io/collection/africanartnft
[6] https://twitter.com/martinhoyes/status/1438223492395134978
[6] https://www.buzzsprout.com/1846828/achievements/1070548?milestone=10
[5] https://www.entrepreneur.com/article/395928
[5] https://twitter.com/martinhoyes/status/1438996234019098624
[4] https://api.sanctions.io/users/signup/
[4] http://api.sanctions.io/users/signup/
[3] https://trimplement.com/blog/2021/09/keep-your-compliance-fintech-kyc-guide/
[3] https://blogs.cisco.com/networking/6-things-you-should-know-about-ai-enhanced-infrastructure-for-aiops

Top URLs in Tweet in G8:
[5] https://insurancenewsnet.com/innarticle/execs-say-digital-transformation-will-continue-as-pandemic-fades
[4] https://peggysmedleyshow.com/
[4] https://www.ericsson.com/en/edge-computing?utm_source=ext-twitter&utm_medium=social_influencer&utm_campaign=bdgs_ESO-MR-RvL_20211020
[4] https://sviaccelerator.com/innovation-trailblazers-webinar-mini-series-life-voluntary-benefits-2-0-2021/#group_A0068
[2] https://www.insight.tech/data-center/how-a-museum-transforms-operations-with-hci#main-content
[2] https://twinybots.ch/
[2] https://connectedworld.com/thinking-ahead-to-6g-and-the-internet-of-everything/
[2] https://reinvent.awsevents.com/
[2] https://digital-transformers.captivate.fm
[2] https://www.fico.com/blogs/digital-transformation-and-future-insurance

Top URLs in Tweet in G9:
[1] https://twitter.com/news7tamil/status/1467733775371038727

Top Domains
Top Domains in Tweet in Entire Graph:
[159] forbes.com
[112] hbr.org
[108] twitter.com
[95] linkedin.com
[79] twinybots.ch
[78] youtube.com
[58] mltut.com
[58] iblmarket.com
[51] medium.com
[47] datamation.com

Top Domains in Tweet in G1:
[58] mltut.com
[57] iblmarket.com
[47] forbes.com
[38] datamation.com
[35] socxo.net
[35] roboticsandautomationnews.com
[34] thefinancialbrand.com
[30] analyticsinsight.net
[30] google.com
[28] yahoo.com

Top Domains in Tweet in G2:
[47] forbes.com
[23] medium.com
[20] mckinsey.com
[18] statista.com
[17] twinybots.ch
[16] buzzsprout.com
[16] hbr.org
[12] insight.tech
[11] linkedin.com
[11] techtarget.com

Top Domains in Tweet in G3:
[26] forbes.com
[24] linkedin.com
[18] youtube.com
[13] hbr.org
[12] twitter.com
[10] okt.to
[9] twinybots.ch
[8] dy.si
[8] libsyn.com
[7] vision33.com

Top Domains in Tweet in G4:
[13] deloitte.com
[9] raconteur.net
[6] everestgrp.com
[6] medium.com
[6] mckinsey.com
[5] starcio.com
[5] healthcareglobal.com
[5] iotforall.com
[5] hbr.org
[4] bit.ly

Top Domains in Tweet in G5:
[41] robtiffanydigital.com
[33] arcweb.com
[19] itu.int
[11] forbes.com
[9] youtube.com
[7] microfocus-applicationmodernisation-event.com
[4] zdnet.com
[4] cmswire.com
[4] tmforum.org
[3] scientya.com

Top Domains in Tweet in G6:
[39] hbr.org
[22] passle.net
[21] youtu.be
[21] linkedin.com
[12] voicestorm.com
[10] forbes.com
[8] youtube.com
[7] 7wdata.be
[7] azurewebsites.net
[7] twitter.com

Top Domains in Tweet in G7:
[31] twinybots.ch
[28] twitter.com
[11] opensea.io
[8] sanctions.io
[7] sociabble.com
[6] entrepreneur.com
[6] buzzsprout.com
[5] contentmx.com
[4] inforney.com
[4] cisco.com

Top Domains in Tweet in G8:
[6] peggysmedleyshow.com
[5] insurancenewsnet.com
[4] connectedworld.com
[4] ericsson.com
[4] sviaccelerator.com
[3] youtube.com
[2] insight.tech
[2] twinybots.ch
[2] awsevents.com
[2] linkedin.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4509] digitaltransformation
[1901] ai
[941] iot
[910] datascience
[821] machinelearning
[814] cybersecurity
[789] bigdata
[693] cloud
[620] digital
[577] analytics



Top Hashtags in Tweet in G1:
[1274] ai
[1208] digitaltransformation
[811] datascience
[680] cybersecurity
[661] machinelearning
[647] bigdata
[602] iot
[477] analytics
[401] 100daysofcode
[361] javascript

Top Hashtags in Tweet in G2:
[797] digitaltransformation
[275] ai
[146] iot
[123] emergingtech
[100] machinelearning
[94] cloud
[90] innovation
[84] digital
[70] ml
[58] bigdata

Top Hashtags in Tweet in G3:
[555] digitaltransformation
[40] digital
[33] technology
[30] cloud
[30] business
[28] ai
[20] automation
[19] iot
[18] customerexperience
[18] tech

Top Hashtags in Tweet in G4:
[182] digitaltransformation
[65] ai
[31] infographic
[24] iot
[21] fintech
[19] bigdata
[16] cloud
[16] machinelearning
[15] datascience
[14] tech

Top Hashtags in Tweet in G5:
[298] digitaltransformation
[83] iot
[80] digital
[61] ai
[61] cloud
[58] sustainability
[54] automation
[52] data
[51] iiot
[47] industry40

Top Hashtags in Tweet in G6:
[275] digitaltransformation
[53] ai
[36] socialselling
[32] automation
[28] supplychain
[28] digitalselling
[25] agile
[21] analytics
[21] timtalk
[20] technology

Top Hashtags in Tweet in G7:
[231] digitaltransformation
[61] digital
[58] ai
[40] fintech
[36] legaltech
[35] futureofwork
[34] regtech
[34] finserv
[34] insurtech
[34] corpgov

Top Hashtags in Tweet in G8:
[73] digitaltransformation
[31] cloud
[26] ai
[23] cybersecurity
[22] innovation
[20] security
[20] technology
[20] robotics
[18] iot
[18] citrixpartner

Top Hashtags in Tweet in G9:
[95] digital
[95] payments
[70] digitaltransformation
[67] azadikadigitalmahotsav
[59] cscpay
[59] pure
[59] play
[59] applications
[59] developed
[59] application

Top Hashtags in Tweet in G10:
[112] digitaltransformation

Top Words
Top Words in Tweet in Entire Graph:
[4506] #digitaltransformation
[1901] #ai
[1011] digital
[943] #iot
[910] #datascience
[821] #machinelearning
[814] #cybersecurity
[789] #bigdata
[720] #cloud
[633] #digital

Top Words in Tweet in G1:
[1274] #ai
[1208] #digitaltransformation
[811] #datascience
[680] #cybersecurity
[661] #machinelearning
[647] #bigdata
[604] #iot
[484] kred
[477] #analytics
[401] #100daysofcode

Top Words in Tweet in G2:
[797] #digitaltransformation
[275] #ai
[194] mvollmer1
[184] betamoroney
[152] digital
[149] shi4tech
[146] #iot
[142] ianljones98
[131] lyakovet
[123] #emergingtech

Top Words in Tweet in G3:
[555] #digitaltransformation
[156] digital
[112] more
[86] transformation
[76] business
[60] learn
[52] read
[45] help
[40] #digital
[37] need

Top Words in Tweet in G4:
[182] #digitaltransformation
[165] digital
[131] antgrasso
[66] business
[65] transformation
[65] #ai
[62] technology
[61] lindagrass0
[51] data
[45] gt

Top Words in Tweet in G5:
[298] #digitaltransformation
[137] coffee
[107] talk
[83] #iot
[82] #digital
[76] iot
[68] join
[61] #ai
[61] #cloud
[58] #sustainability

Top Words in Tweet in G6:
[275] #digitaltransformation
[81] digital
[53] #ai
[53] dlaignite
[40] harvardbiz
[40] transformation
[36] #socialselling
[34] make
[33] better
[32] #automation

Top Words in Tweet in G7:
[231] #digitaltransformation
[61] #digital
[58] #ai
[52] digital
[40] #fintech
[36] #legaltech
[35] #futureofwork
[34] ai
[34] #regtech
[34] #finserv

Top Words in Tweet in G8:
[101] ronald_vanloon
[73] #digitaltransformation
[31] #cloud
[26] #ai
[23] #cybersecurity
[22] #innovation
[20] #security
[20] #technology
[20] #robotics
[19] security

Top Words in Tweet in G9:
[163] skodineya
[95] #digital
[95] #payments
[70] #digitaltransformation
[67] #azadikadigitalmahotsav
[59] #cscpay
[59] #pure
[59] #play
[59] upi_npci
[59] based

Top Words in Tweet in G10:
[336] र
[336] स
[336] च
[224] य
[224] प
[112] तस
[112] व
[112] ल
[112] और
[112] ०

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[411] #bigdata,#analytics
[397] digital,transformation
[266] artificial,intelligence
[247] gave,kred
[245] kred,#influence
[244] #hclswlobp,#nocode
[222] #nocode,#lowcode
[216] #rstats,#tensorflow
[207] #analytics,#machinelearning
[194] #machinelearning,#cybersecurity

Top Word Pairs in Tweet in G1:
[382] #bigdata,#analytics
[242] gave,kred
[241] kred,#influence
[240] #hclswlobp,#nocode
[217] #nocode,#lowcode
[201] #rstats,#tensorflow
[187] #analytics,#machinelearning
[185] #datascience,#ai
[181] artificial,intelligence
[181] #javascript,#github

Top Word Pairs in Tweet in G2:
[118] ianljones98,shi4tech
[111] shi4tech,lyakovet
[80] digital,transformation
[62] #digitaltransformation,cc
[53] nicochan33,jblefevre60
[48] jblefevre60,haroldsinnott
[48] forbes,ianljones98
[47] #digitaltransformation,#emergingtech
[46] pascal_bornet,frronconi
[45] #mixedreality,#3d

Top Word Pairs in Tweet in G3:
[73] digital,transformation
[25] learn,more
[25] read,more
[19] more,#digitaltransformation
[13] #digital,#digitaltransformation
[13] digital,world
[12] extreme,vision
[12] vision,digital
[12] world,infinite
[12] infinite,enterprise

Top Word Pairs in Tweet in G4:
[56] digital,transformation
[47] digital,technology
[30] artificial,intelligence
[28] future,digital
[28] technology,competitive
[28] competitive,differentiator
[28] differentiator,thrive
[28] thrive,world
[28] world,organizations
[27] transformation,achieved

Top Word Pairs in Tweet in G5:
[102] coffee,talk
[51] iot,coffee
[51] welcome,#iot
[51] #iot,coffee
[51] chat,#digital
[47] #digital,#iiot
[44] #iiot,#automation
[43] #cloud,#digitaltransformation
[42] #automation,#digitaltwins
[41] #digitaltwins,#edge

Top Word Pairs in Tweet in G6:
[35] digital,transformation
[35] dlaignite,#socialselling
[27] #digitaltransformation,make
[27] make,org
[27] org,faster
[27] faster,better
[27] better,makes
[27] makes,different
[27] different,navigate
[22] navigate,something

Top Word Pairs in Tweet in G7:
[34] #finserv,#insurtech
[34] #legaltech,#corpgov
[32] #fintech,#finserv
[31] #corpgov,#digitaltransformation
[31] #digitaltransformation,#futureofwork
[30] #futureofwork,#csr
[28] digital,transformation
[27] #csr,#esg
[26] #insurtech,#legaltech
[24] #esg,#banking

Top Word Pairs in Tweet in G8:
[18] myth,busters
[18] busters,premises
[18] premises,#security
[18] #security,best
[18] best,security
[18] security,ronald_vanloon
[18] ronald_vanloon,#citrixpartner
[18] #citrixpartner,citrix
[18] citrix,#cybersecurity
[17] ronald_vanloon,myth

Top Word Pairs in Tweet in G9:
[95] #digital,#payments
[59] #cscpay,#pure
[59] #pure,#play
[59] #play,upi_npci
[59] upi_npci,based
[59] based,#applications
[59] #applications,#developed
[59] #developed,csc
[59] csc,#application
[59] #application,provides

Top Word Pairs in Tweet in G10:
[112] य,तस
[112] तस,व
[112] व,र
[112] र,स
[112] स,प
[112] प,र
[112] र,य
[112] य,स
[112] स,ल
[112] ल,और

Top Replied-To
Top Replied-To in Entire Graph:
@albertoemachado
@morthindia
@betamoroney
@murayitom
@haroldsinnott
@khulood_almani
@anika
@agazdecki
@alliekmiller
@aluenterprise

Top Replied-To in G1:
@albertoemachado
@betamoroney
@haroldsinnott
@alliekmiller
@agazdecki
@tobiaskintzel
@paula_piccard
@deeplearn007
@processlenz
@a_y7364

Top Replied-To in G2:
@khulood_almani

Top Replied-To in G4:
@cioapplications
@cioonline
@baindigital

Top Replied-To in G5:
@anika
@tteclife

Top Replied-To in G7:
@statedept

Top Replied-To in G9:
@morthindia
@passportsevamea
@causticnews
@psmtwit
@naveenkumarynk
@tdkarnataka

Top Mentioned
Top Mentioned in Entire Graph:
@mvollmer1
@haroldsinnott
@ingliguori
@kred
@betamoroney
@antgrasso
@eli_krumova
@shi4tech
@skodineya
@khulood_almani

Top Mentioned in G1:
@kred
@ingliguori
@haroldsinnott
@eli_krumova
@ruben_arce_s
@khulood_almani
@marcusborba
@mvollmer1
@paolopiccolo7
@cloudpreacher

Top Mentioned in G2:
@mvollmer1
@betamoroney
@shi4tech
@ianljones98
@lyakovet
@haroldsinnott
@frronconi
@nicochan33
@curieuxexplorer
@forbes

Top Mentioned in G3:
@jr_digitalizes
@docrmanagement
@dailyr269
@sachintak55
@targetint
@romaxmascamp
@cloudatalytics
@impactnewswire
@ennuviz
@interface2021

Top Mentioned in G4:
@antgrasso
@lindagrass0
@antgrasso_it
@everestgroup
@idigitalkingdom
@ingliguori
@mvollmer1
@nyike
@andi_staub
@lostindigit

Top Mentioned in G5:
@arc_advisory
@microsoft
@itu
@ituasiapacific
@robtiffany
@itustandards
@mamin624
@sdworx
@delltechmea
@ituafrica

Top Mentioned in G6:
@dlaignite
@harvardbiz
@timothy_hughes
@agsocialmedia
@richardeudes
@eric_crux
@gettothecrux
@digital_trans4m
@tamaramccleary
@thinkers360

Top Mentioned in G7:
@martinhoyes
@exxegroup
@cisco
@excellencia_ltd
@sanctions_io
@sciencelogic
@msftnonprofits
@intelbusiness
@idc
@ingliguori

Top Mentioned in G8:
@ronald_vanloon
@citrix
@mvollmer1
@pleb1
@sviaccelerator
@digitaltrends
@awscloud
@sallyeaves
@haroldsinnott
@awsreinvent

Top Mentioned in G9:
@skodineya
@upi_npci
@tdkarnataka
@nitin_gadkari
@pib_india
@pibmorth
@nhidcl
@nhai_official
@nilotpalien
@morthindia

Top Mentioned in G10:
@nagarjitendra

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@tesco
@cybersec_feeds
@paoloigna1
@chidambara09
@gambiste1
@xaelbot
@loupo85
@codedailybot

Top Tweeters in G1:
@jornalistavitor
@sectest9
@cybersec_feeds
@xaelbot
@codedailybot
@javascriptd
@thedeveloperbot
@aaroncuddeback
@cybersecurityn8
@viralvideovlogs

Top Tweeters in G2:
@evankirstel
@sudeepkhatri
@seekingalpha
@lorimoreno
@ana_captures
@benishii_
@sachin55476477
@bot_innovation
@humanre41270855
@nicochan33

Top Tweeters in G3:
@gabbariele
@viemedianews
@brandaktuellat
@prosyscom_it
@valuewalk
@tweetpresss
@aremorch
@s_galimberti
@jais_george
@lucian2drei

Top Tweeters in G4:
@paoloigna1
@loupo85
@ilovebooks786
@blkhwk0ps
@leimer
@e_nterdiscipl
@taizun_tapia
@curtisschin
@ing_martin_v
@johnnosta

Top Tweeters in G5:
@chidambara09
@4tchat
@csa_dvillamizar
@caring_mobile
@ucloudify
@7wdata
@smartecocity
@robinheed
@etisalat
@ross_quintana

Top Tweeters in G6:
@aldoceccarelli
@biconnections
@susanibrahim
@timothy_hughes
@yvesmulkers
@3berte3
@cnbctv18news
@zsmtomotomo
@brainroaring
@gigibeltrame

Top Tweeters in G7:
@devvibesbot
@codewithtwitchi
@artistrtweeters
@gdprai
@betterjobsearch
@fortivus
@milocamj
@excellencia_ltd
@yixuantu1
@mrsamuelpowers

Top Tweeters in G8:
@mashable
@nick_barnes
@kevin_jackson
@digitaltrends
@xbrlstandard
@shigeyok
@drnewbold
@topcybernews
@lrasquilha
@danielnewmanuv

Top Tweeters in G9:
@indiapostoffice
@pib_india
@merikashi
@mahakaal_of
@bjpnilu
@manjeet4bjp
@bhuvansociety
@modiyogisena
@office_saurabh
@jyotisi97509915

Top Tweeters in G10:
@ashishy43556534
@peepal59
@kinerathuk435
@chandeldhiresh
@aashishkan
@rakeshk56536968
@mahavee55666555
@vijayjani18
@akharidas
@biren_b