pwc, Twitter, 3/26/2019 4:15:56 PM, 191727


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pwc_2019-03-26_05-27-01.xlsx
pwc_2019-03-26_05-27-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 26, 2019
Short Description:
pwc via NodeXL http://bit.ly/2JHlAcD
@pwc
@pwc_uk
@mikequindazzi
@celinedarnet_
@pwc_mexico
@pwc_nigeria
@pwc_france
@financialtimes
@topmanagementmx
@gwillmer_pwc

Top hashtags:
#ai
#pwc
#iot
#machinelearning
#artificialintelligence
#robotics
#emergingtechnologies

Description:
Description
The graph represents a network of 4,107 Twitter users whose tweets in the requested range contained "pwc", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 26 March 2019 at 12:28 UTC.

The requested start date was Tuesday, 26 March 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1-day, 14-hour, 31-minute period from Sunday, 24 March 2019 at 09:28 UTC to Tuesday, 26 March 2019 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 : 4107
Unique Edges : 6050
Edges With Duplicates : 3237
Total Edges : 9287
Number of Edge Types : 3
Mentions : 7188
Tweet : 1632
Replies to : 467
Self-Loops : 1632
Reciprocated Vertex Pair Ratio : 0.0331567253460947
Reciprocated Edge Ratio : 0.0641852770885029
Connected Components : 939
Single-Vertex Connected Components : 643
Maximum Vertices in a Connected Component : 2162
Maximum Edges in a Connected Component : 6649
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.329543
Graph Density : 0.000358469869139818
Modularity : 0.574065
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[65] http://usblogs.pwc.com/emerging-technology/wp-content/uploads/2017/12/Top-10-AI-trends-for-2018_PwC.pdf?utm_content=buffere928f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[45] https://www.pwc.com/us/en/financial-services/regulatory-services/publications/assets/pwc-regtech-market-abuse-surveillance.pdf
[30] https://twitter.com/MikeQuindazzi/status/1109682007225917442
[29] http://usblogs.pwc.com/emerging-technology/a-primer-on-blockchain-infographic/
[28] https://twitter.com/MikeQuindazzi/status/1109741899986976768
[26] https://www.forbes.com/sites/greatspeculations/2019/02/25/ai-will-add-15-trillion-to-the-world-economy-by-2030/#672330e21852
[25] https://www.lainformacion.com/empresas/banca/dos-expedientes-del-icac-amenazan-con-una-multa-millonaria-a-pwc-por-popular/6495589/
[22] https://www.pwc.com/us/en/services/consulting/library/consumer-intelligence-series/video-consumer-motivations.html?WT.mc_id=CT1-PL52-DM1-TR1-LS4-ND6-TTA2-CN_CISVideo2019-CISvideoTWpaid&eq=CT1-PL52-DM1-CN_CISVideo2019-CISvideoTWpaid
[22] https://www.pwc.co.za/en/assets/pdf/cyber-as-a-service.pdf
[19] https://www.reverbnation.com/elangeorge?0&pwc%5Bbranded%5D=1

Top URLs in Tweet in G1:
[65] http://usblogs.pwc.com/emerging-technology/wp-content/uploads/2017/12/Top-10-AI-trends-for-2018_PwC.pdf?utm_content=buffere928f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[42] https://www.pwc.com/us/en/financial-services/regulatory-services/publications/assets/pwc-regtech-market-abuse-surveillance.pdf
[29] https://twitter.com/MikeQuindazzi/status/1109682007225917442
[27] http://usblogs.pwc.com/emerging-technology/a-primer-on-blockchain-infographic/
[26] https://www.forbes.com/sites/greatspeculations/2019/02/25/ai-will-add-15-trillion-to-the-world-economy-by-2030/#672330e21852
[24] https://twitter.com/MikeQuindazzi/status/1109741899986976768
[19] https://www.pwc.co.za/en/assets/pdf/cyber-as-a-service.pdf
[15] https://www.pwc.com/us/en/cybersecurity/assets/revitalizing-privacy-trust-in-data-driven-world.pdf
[13] https://ec.europa.eu/digital-single-market/en/news/cross-cutting-business-models-internet-things-iot
[9] https://www.pwc.com/us/en/services/consulting/library/unlocking-automation-value.html

Top URLs in Tweet in G2:
[7] https://www.reverbnation.com/timsoucy/song/30524331-tim-soucy-medly-2019?0&pwc%5Bbranded%5D=1
[6] https://www.reverbnation.com/open_graph/song/30577446?pwc%5Bbranded%5D=1
[5] https://www.reverbnation.com/open_graph/song/30159586?pwc%5Bbranded%5D=1
[5] https://www.reverbnation.com/timsoucy/song/29673856-you-are-my-sunshinecover?0&pwc%5Bbranded%5D=1
[4] https://www.pwc.com/commonpurpose?WT.mc_id=CT1-PL52-DM1-TR2-LS2-ND30-TTAT2-CN_T20.GSS.2019-T20.2019.Paid.TW
[4] https://www.ft.com/content/5def9f62-4e22-11e9-b401-8d9ef1626294
[4] https://www.reverbnation.com/kojackinc/song/28336711-faith-high?0&pwc%5Bbranded%5D=1
[4] https://btcmanager.com/pwc-partner-central-bank-digital-currencies-need-stress-tested-companies/
[4] https://twitter.com/MikeQuindazzi/status/1109741899986976768
[4] https://www.pwc.co.uk/industries/financial-services/insights/cbi-pwc-financial-services-survey.html?WT.mc_id=CT1-PL50-DM2-TR3-LS4-ND7-TTA9-CN_CBISurvey-pwc-q1-19-tw

Top URLs in Tweet in G3:
[14] https://www.pwc.co.uk/industries/hospitality-leisure/insights/uk-hotels-forecast-update-for-2019-and-2020.html
[11] https://www.pwc.co.uk/the-eu-referendum/beyond-brexit-insights/beyond-brexit-timeline.html?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND30-TTA5-CN_BeyondBrexit-Timeline
[7] https://pwc.blogs.com/economics_in_business/2019/03/women-in-work-2019-regional-initiatives-can-provide-the-key-to-empowering-women-across-the-uk.html
[6] https://www.pwc.co.uk/private-business-private-clients/family-business/family-business-road-trip-2019.html
[5] https://www.linkedin.com/pulse/more-running-blind-knowing-what-your-workforce-actually-john-garvey/
[4] https://event.webcasts.com/starthere.jsp?ei=1235757&tp_key=e5b9ba0542
[3] https://www.applytracking.com/tp/rj6-xcfca_J_K
[3] https://www.pwc.co.uk/industries/financial-services/insights/cbi-pwc-financial-services-survey.html?WT.mc_id=CT1-PL50-DM2-TR3-LS4-ND7-TTA9-CN_CBISurvey-pwc-q1-19-tw
[3] https://www.pwc.co.uk/issues/intelligent-digital/a-to-z-of-tech-podcast-series.html
[3] https://www.peoplemanagement.co.uk/news/articles/only-five-per-cent-businesses-considered-ethnicity-pay-gap

Top URLs in Tweet in G4:
[22] https://www.pwc.com/us/en/services/consulting/library/consumer-intelligence-series/video-consumer-motivations.html?WT.mc_id=CT1-PL52-DM1-TR1-LS4-ND6-TTA2-CN_CISVideo2019-CISvideoTWpaid&eq=CT1-PL52-DM1-CN_CISVideo2019-CISvideoTWpaid
[8] https://www.pwc.com.cy/twitter-cast
[7] http://usblogs.pwc.com/emerging-technology/rise-robotics-ai-infographic/
[3] http://www.pwc.com.cy
[3] https://www.strategyand.pwc.com/principles-strategy-through-execution?sf209735183=1
[2] https://t.co/yzml6CgEMY
[2] https://t.co/SphVLBU0Ig
[2] https://pwc.blogs.com/resilience/2019/03/innovation-at-a-crossroads-restoring-trust-in-technology-.html?utm_campaign=58493a90d4dbac41f3035c96&utm_content=5c802275e77f4e0001001fa6&utm_medium=smarpshare&utm_source=twitter
[2] http://www.pwc.com/us/en/risk-assurance/publications/effective-internal-audit-functions.html
[2] https://www.pwc.com/us/en/industries/financial-services/library/libor-end.html

Top URLs in Tweet in G5:
[8] https://www.ft.com/content/5def9f62-4e22-11e9-b401-8d9ef1626294
[7] https://ft.trib.al/Avgq52J
[1] https://twitter.com/i/web/status/1110099055097581568
[1] https://twitter.com/i/web/status/1110125450343395329
[1] https://twitter.com/i/web/status/1107133220531986432
[1] https://twitter.com/i/web/status/1110034936256446465
[1] https://twitter.com/i/web/status/1110136927875796992

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1109885834176720898

Top URLs in Tweet in G7:
[3] https://www.kinderworld.org/blog/cosas-que-hacemos-a-animales-bebes-para-carne-lacteos-huevos/
[2] https://support.petalatino.com/page/1073/action/1?locale=es-ES
[2] https://howmuch.net/articles/world-map-of-billionaires-2018
[1] https://dy.si/hKQCK
[1] https://dy.si/BCB7Qf
[1] https://ubs-visionaris.com.mx/aplicacion/formato-de-aplicacion?utm_source=PwC
[1] https://www.pwc.com/us/en/services/consulting/cybersecurity/data-optimization/pulse-survey.html?WT.mc_id=CT1-PL52-DM2-TR1-LS3-ND30-TTA4-CN_RSA2019-TDO&eq=CT1-PL52-DM2-CN_RSA2019-TDO
[1] https://www.youtube.com/watch?v=-kKQHgWqpLI&feature=youtu.be

[1] https://www.eleconomista.com.mx/sectorfinanciero/En-transformacion-digital-y-ciberseguridad-habra-mas-regulacion-PwC-20190321-0007.html
[1] http://marcianos.com/alimentos-desnudos-la-campana-en-nueva-zelanda-que-elimina-los-envoltorios-plasticos-de-todos-los-alimentos/

Top URLs in Tweet in G8:
[3] https://www.pwc.com/gx/en/services/people-organisation/publications/workforce-of-the-future.html
[2] https://www.pwc.com/ke/en/careers.html?hootPostID=f27217a3c3f7ef75ab6b3ce711a560d1
[2] https://www.pwc.com/ke/en.html?hootPostID=011c61d3513d45224d8157c8eb28aa82
[1] https://twitter.com/i/web/status/1110314779976052739
[1] https://pwc.qualtrics.com/jfe/form/SV_bxCxwldKccTIGY5?hootPostID=7a9c58ea0ad90ea7531d66f5d0f244a9
[1] https://www.pwc.com/gx/en/ceo-agenda/ceosurvey/2019/themes/banking-capital-markets-trends.html?hootPostID=600b7e610e3a73c7b881770fd3562c78
[1] https://twitter.com/i/web/status/1110134493191512066
[1] https://www.pwc.com/gx/en/industries/financial-services/asset-management/emerging-trends-real-estate/global-outlook-2019.html?hootPostID=3419b6d474d3179d336d96145a005332
[1] https://www.pwc.com/gx/en/ceo-agenda/ceosurvey/2019/themes/risk-trends.html?hootPostID=d37053a4101da0d50afe3c1bb3859efb
[1] https://www.strategy-business.com/blog/Want-to-change-corporate-culture-Focus-on-actions?gko=2ab70&hootPostID=269bcbb9b84e4bb878c55043cf94872c

Top URLs in Tweet in G9:
[1] https://www.instagram.com/p/Bt61R5egC_s/
[1] https://instagram.com/p/Bt61R5egC_s/
[1] https://www.pwc.com/gx/en/issues/economy/the-world-in-2050.html

Top URLs in Tweet in G10:
[2] https://twitter.com/jstn_lroa/status/1109812647459844097
[1] https://twitter.com/i/web/status/1109812647459844097
[1] https://twitter.com/AlseanAgustin/status/1109362110046371841
[1] https://twitter.com/i/web/status/1110206119429967874

Top Domains
Top Domains in Tweet in Entire Graph:
[1115] twitter.com
[338] pwc.com
[269] reverbnation.com
[100] co.uk
[92] dy.si
[47] smh.re
[34] lnkd.in
[33] lainformacion.com
[31] forbes.com
[29] co.za

Top Domains in Tweet in G1:
[319] twitter.com
[204] pwc.com
[26] forbes.com
[20] co.za
[13] europa.eu
[9] pwc.fr
[8] okt.to
[5] smh.re
[3] strategy-business.com
[3] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[305] twitter.com
[169] reverbnation.com
[46] dy.si
[29] pwc.com
[21] lnkd.in
[16] smh.re
[14] co.uk
[7] curiouscat.me
[7] google.com
[7] workiniot.com

Top Domains in Tweet in G3:
[107] twitter.com
[69] co.uk
[15] pbynd.co
[14] radian6.com
[13] blogs.com
[9] linkedin.com
[7] applytracking.com
[7] smh.re
[6] pwc.com
[6] webcasts.com

Top Domains in Tweet in G4:
[69] twitter.com
[51] pwc.com
[30] dy.si
[25] t.co
[13] com.cy
[4] pwc.fi
[2] com.au
[2] forbes.com
[2] blogs.com
[2] huffingtonpost.ca

Top Domains in Tweet in G5:
[8] ft.com
[7] trib.al
[5] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[4] com.mx
[3] dy.si
[3] kinderworld.org
[2] petalatino.com
[2] howmuch.net
[1] pwc.com
[1] youtube.com
[1] marcianos.com
[1] twitter.com

Top Domains in Tweet in G8:
[12] twitter.com
[10] pwc.com
[1] qualtrics.com
[1] strategy-business.com
[1] co.za
[1] smh.re
[1] proshareng.com
[1] howwemadeitinafrica.com

Top Domains in Tweet in G9:
[2] instagram.com
[1] pwc.com

Top Domains in Tweet in G10:
[5] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[922] ai
[796] pwc
[201] iot
[187] machinelearning
[184] artificialintelligence
[167] robotics
[148] emergingtechnologies
[141] fintech
[113] infographics
[110] brexit



Top Hashtags in Tweet in G1:
[820] ai
[613] pwc
[182] iot
[176] artificialintelligence
[173] machinelearning
[150] robotics
[138] emergingtechnologies
[129] fintech
[106] nlp
[103] infographics

Top Hashtags in Tweet in G2:
[44] pwc
[23] ai
[12] jobs
[11] blockchain
[7] career
[7] brexit
[7] cbipwc
[7] freedownload
[7] newmusic
[6] hiphop

Top Hashtags in Tweet in G3:
[41] brexit
[30] pwc
[16] hotelsforecast
[16] familybizroadtrip
[15] ai
[15] cbipwc
[12] diversity
[10] ethnicitypaygap
[9] insurance
[9] inclusion

Top Hashtags in Tweet in G4:
[24] pwc
[20] ai
[17] cable
[12] 4ir
[11] pwccytaxcast
[8] tv
[8] consumer
[7] insurance
[7] robotics
[6] cyber

Top Hashtags in Tweet in G5:
[3] iot
[3] pwc
[2] human
[2] data
[2] whistleblower
[1] emergingtechnologies
[1] risks
[1] ai
[1] robotics
[1] whistleblowing

Top Hashtags in Tweet in G6:
[1] icon

Top Hashtags in Tweet in G7:
[9] bancarias
[9] regtech
[4] medioambiente
[3] ciberseguridad
[2] privacidad
[2] asambleaamcham2019
[2] aeroméxicodelta
[2] dataviz
[2] money
[2] medios

Top Hashtags in Tweet in G8:
[46] pwcchess4change
[5] ceosurvey
[4] pwcgr2019
[2] pwcke
[2] automation
[2] pwcinsights
[1] banking
[1] capitalmarkets
[1] agriculture
[1] agribusiness

Top Words
Top Words in Tweet in Entire Graph:
[2586] Words in Sentiment List#1: Positive
[906] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[96690] Non-categorized Words
[100182] Total Words
[4161] gt
[3271] pwc
[1375] mikequindazzi
[1021] ai
[512] grad

Top Words in Tweet in G1:
[4003] gt
[1311] mikequindazzi
[1246] pwc
[895] ai
[299] antgrasso
[253] iot
[244] 10
[176] artificialintelligence
[173] machinelearning
[158] world

Top Words in Tweet in G2:
[443] pwc
[147] out
[120] check
[65] gt
[60] 2019
[46] s
[41] central
[37] tax
[36] more
[33] digital

Top Words in Tweet in G3:
[157] pwc_uk
[157] pwc
[129] s
[106] out
[90] find
[88] 2019
[83] more
[66] uk
[65] latest
[51] read

Top Words in Tweet in G4:
[90] pwc
[39] s
[27] insights
[27] ai
[26] pwcadvisory
[24] posted
[20] new
[18] tax
[18] pwcus
[18] pwc_uk

Top Words in Tweet in G5:
[96] pwc
[66] allowed
[55] financialtimes
[53] whistleblower
[52] failings
[44] private
[44] jet
[44] trip
[40] big
[40] four

Top Words in Tweet in G6:
[83] tribe
[82] trive
[81] accelerator
[68] icon
[67] pwc
[67] singapore
[66] collaborative
[66] blockchain
[66] program
[66] between

Top Words in Tweet in G7:
[33] pwc_mexico
[11] méxico
[11] aldemok
[11] lopezobrador_
[10] están
[10] listas
[9] instituciones
[9] bancarias
[9] cumplir
[9] regtech

Top Words in Tweet in G8:
[48] pwcchess4change
[45] pwc_nigeria
[35] mediavisionltd
[22] 2
[21] pwc
[20] students
[17] schools
[17] world
[17] pwc_ke
[16] program

Top Words in Tweet in G9:
[58] spectatorindex
[58] 1
[58] 2
[58] 3
[58] 4
[58] 5
[58] 6
[57] united
[57] 7
[57] 8

Top Words in Tweet in G10:
[541] pwc
[505] grad
[469] ball
[259] shs
[38] jstn_lroa
[36] bal
[28] ykaflrs03
[9] na
[6] najud
[5] sa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2647] gt,gt
[695] gt,pwc
[560] mikequindazzi,gt
[518] pwc,mikequindazzi
[471] grad,ball
[462] ball,pwc
[260] pwc,shs
[259] shs,grad
[241] pwc,grad
[157] check,out

Top Word Pairs in Tweet in G1:
[2559] gt,gt
[671] gt,pwc
[543] mikequindazzi,gt
[499] pwc,mikequindazzi
[141] 10,types
[139] ai,gt
[131] gt,ai
[126] mikequindazzi,10
[121] link,gt
[117] mikequindazzi,pwc

Top Word Pairs in Tweet in G2:
[117] check,out
[36] gt,gt
[25] central,banks
[22] pwc,partner
[22] find,out
[22] pwc,zoekt
[20] financial,services
[19] play,music
[18] banks,leave
[16] partner,central

Top Word Pairs in Tweet in G3:
[80] find,out
[59] pwc,s
[44] out,more
[30] take,look
[26] cmpwc,charlie_ormerod
[26] q1,2019
[25] family,businesses
[22] financial,services
[21] 2019,2020
[20] chief,economist

Top Word Pairs in Tweet in G4:
[19] pwc,s
[17] relationship,status
[17] status,cable
[17] cable,service
[17] service,uncover
[17] uncover,insights
[17] pwc_uk,posted
[16] pwcadvisory,relationship
[10] pwccytaxcast,pwc
[10] rise,robotics

Top Word Pairs in Tweet in G5:
[44] private,jet
[44] jet,trip
[40] big,four
[37] pwc,whistleblower
[37] whistleblower,accused
[37] accused,big
[37] four,accounting
[37] accounting,firm
[37] firm,serious
[37] serious,independence

Top Word Pairs in Tweet in G6:
[67] pwc,singapore
[66] tribe,collaborative
[66] collaborative,blockchain
[66] blockchain,accelerator
[66] accelerator,program
[66] program,between
[66] between,icon
[66] icon,trive
[66] trive,pwc
[66] singapore,partnered

Top Word Pairs in Tweet in G7:
[11] pwc_mexico,lopezobrador_
[9] instituciones,bancarias
[9] bancarias,méxico
[9] méxico,están
[9] están,listas
[9] listas,cumplir
[9] cumplir,regtech
[9] regtech,eduardo
[9] eduardo,gómez
[9] gómez,alcalá

Top Word Pairs in Tweet in G8:
[15] mediavisionltd,pwc_nigeria
[14] lagos,state
[10] 2,pwcchess4change
[8] pwc,chess4change
[8] pedro,omontuemhen
[7] grand,slam
[7] 3,pwcchess4change
[6] 1,2
[6] graduate,recruitment
[5] 2,2

Top Word Pairs in Tweet in G9:
[56] world's,largest
[56] largest,economies
[56] economies,2050
[56] 2050,1
[56] 1,china
[56] china,2
[56] 2,india
[56] india,3
[56] 3,united
[56] united,states

Top Word Pairs in Tweet in G10:
[469] grad,ball
[462] ball,pwc
[259] pwc,shs
[258] shs,grad
[241] pwc,grad
[36] jstn_lroa,pwc
[36] grad,bal
[28] ykaflrs03,pwc
[6] najud,na
[4] na,pwc

Top Replied-To
Top Replied-To in Entire Graph:
@pwc
@pwc_uk
@pwc_nigeria
@mediavisionltd
@gwillmer_pwc
@emmacglover
@ersunersunb
@emilykhan11
@sodonnell_pwc
@lee_wilkinson2

Top Replied-To in G1:
@pwc
@ronald_vanloon
@worldtrendsinfo
@fedslut
@stkbullgod
@bob_moritz
@tiffani_bova
@alicia_unm_lobo
@dianekazarian
@financeinnov

Top Replied-To in G3:
@gwillmer_pwc
@emmacglover
@emilykhan11
@lee_wilkinson2
@kate_englefield
@pwc_uk
@fwpeterbailey
@robmccargow
@rachinburgh
@pwc_middle_east

Top Replied-To in G4:
@pwc_uk
@pwc
@pwcus
@pwcdigital
@strategyand
@pwcadvisory
@montyhamilton
@bob_moritz
@pwcaudigital
@robknake

Top Replied-To in G5:
@jechristensen56
@ehlers_anthony

Top Replied-To in G6:
@kpunton00b

Top Replied-To in G7:
@pwc_mexico
@mauvila
@aldemok
@yo_jubilado
@elfinanciero_mx

Top Replied-To in G8:
@pwc_nigeria
@mediavisionltd
@pwc_ke
@optixbaba
@adkoltkola
@elijahoginga
@justronny2
@ng_tax101

Top Replied-To in G9:
@spectatorindex
@babtoto

Top Replied-To in G10:
@kthlnmay

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@pwc
@antgrasso
@pwc_uk
@ronald_vanloon
@icxbuddy
@ipfconline1
@cloudpreacher
@spectatorindex
@evankirstel

Top Mentioned in G1:
@mikequindazzi
@pwc
@antgrasso
@ronald_vanloon
@ipfconline1
@cloudpreacher
@evankirstel
@fisher85m
@ravikikan
@xbond49

Top Mentioned in G2:
@souseman
@tmichaelriddle
@night_wolf_3
@bsweetcollapse1
@it_navi
@infosechotspot
@ilovebucees
@statisticsthat
@cipeafrica

Top Mentioned in G3:
@pwc_uk
@pwc
@pwc_middle_east
@cmpwc
@pwc_uk_careers
@simoncoldham
@robewbank
@danrodden12
@karmenpardoe3
@leightonsmith82

Top Mentioned in G4:
@pwc
@pwcadvisory
@pwcus
@sarahmceneaney
@vickihuff990
@pwc_au
@pwc_cy_press
@timothy_f_ryan
@strategyand
@stephen_ohearn

Top Mentioned in G5:
@financialtimes
@pwc
@jechristensen56
@premnsikka
@theoryfilter
@renegade_inc
@vantomas2
@mikekenealy
@sheena2804
@mikeq

Top Mentioned in G6:
@icxbuddy
@mounia_nl
@helloiconworld

Top Mentioned in G7:
@pwc_mexico
@lopezobrador_
@aldemok
@josefa_gbom
@diariodeyucatan
@yucatanalminuto
@tynocows
@torosytoritos54
@hopeesperanz
@la_woodra

Top Mentioned in G8:
@pwc_nigeria
@mediavisionltd
@pwc_ke
@allianzx
@taiwoyedele
@planningng
@firsnigeria
@africa_pe_news
@deloittenigeria
@adkoltkola

Top Mentioned in G9:
@spectatorindex
@ar_thespectator

Top Mentioned in G10:
@jstn_lroa
@ykaflrs03
@cristineasoy28

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@cryptotraderpro
@arkangelscrap
@sectest9
@resilient_ent
@myalliesnews
@nosqldigest
@lextresabogados
@evankirstel
@chrisifg

Top Tweeters in G1:
@arkangelscrap
@sectest9
@resilient_ent
@nosqldigest
@evankirstel
@chidambara09
@fleming77
@billnigh
@ismaelismael016
@fintechna

Top Tweeters in G2:
@cas_2050001283
@cryptotraderpro
@myalliesnews
@lextresabogados
@globalissuesweb
@teokanistras
@an_aleph
@oceansidehotel
@villamizaritpro
@jobstairs_jobs

Top Tweeters in G3:
@mcdonalds
@business
@spursofficial
@choclateprinc
@juanbg
@mcdonaldsuk
@familybizpaul
@ukrphysics
@lee_wilkinson2
@marketingweeked

Top Tweeters in G4:
@chrisifg
@kotaknaren
@forbes
@marypcbuk
@denise75384378
@newsneus
@acarlo2706
@texasredright
@harvardbiz
@charleskirby981

Top Tweeters in G5:
@johnjoechad
@marconavarrolor
@financialtimes
@thebonnydoon
@carlfletcher15
@wickedfairysad
@vesperuk
@enr56
@mdmak33
@magaji_1

Top Tweeters in G6:
@cryptoalex420
@shin_yongmin
@topleveltraffic
@juliatzen
@mounia_nl
@cryptobuffsaur
@thecryptozap
@cryptosis_
@7osam_luffy
@kpunton00b

Top Tweeters in G7:
@el_universal_mx
@catsfromulthar
@eleconomista
@elfinanciero_mx
@torosytoritos54
@yucatanalminuto
@diariodeyucatan
@hopeesperanz
@cruzamaranta
@esestra

Top Tweeters in G8:
@premiumtimesng
@oladapoyusuf
@proshare
@guardiannigeria
@isaiah21452669
@akinztweet
@kalekachali
@polarisbankltd
@madeitinafrica
@nassnigeria

Top Tweeters in G9:
@ggodlove77
@farajt_
@muellerknows
@rahul0427111
@sadeeqesah
@_eugeniagz_
@marizaldov
@mainarduke_
@mahmoud_arabi
@surya17_e

Top Tweeters in G10:
@dgangstaoflove
@ancrstna
@kangyyy
@kthlnmay
@jessapabelonia
@happyhannae
@beacarlyy
@ykaflrs03
@moonaticxz
@dorothie_marie


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