pwc, Twitter, 6/19/2019 1:59:04 PM, 200471


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pwc_2019-06-19_05-27-01.xlsx
pwc_2019-06-19_05-27-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2019
Short Description:
pwc via NodeXL http://bit.ly/2IrduST
@pwc
@pwc_uk
@strategyand
@pwc_ni
@pwc_venezuela
@maria_axente
@premnsikka
@libredpensar
@pwc_spain
@pwc_canada

Top hashtags:
#pwc
#ai
#iot
#pwcrtn
#استراتيجيه_تطوير_منطقه_الجوف
#امارة_الجوف
#blockchain
#artificialintelligence

Description:
Description
The graph represents a network of 4,625 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 Wednesday, 19 June 2019 at 12:28 UTC.

The requested start date was Tuesday, 18 June 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 4-day, 10-hour, 29-minute period from Thursday, 13 June 2019 at 13:31 UTC to Tuesday, 18 June 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 : 4625
Unique Edges : 6566
Edges With Duplicates : 4056
Total Edges : 10622
Number of Edge Types : 3
Mentions : 8342
Replies to : 647
Tweet : 1633
Self-Loops : 1633
Reciprocated Vertex Pair Ratio : 0.0466134834975755
Reciprocated Edge Ratio : 0.0890748767000448
Connected Components : 886
Single-Vertex Connected Components : 579
Maximum Vertices in a Connected Component : 2808
Maximum Edges in a Connected Component : 8258
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.172508
Graph Density : 0.000312868231553353
Modularity : 0.577264
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[52] https://www.poandpo.com/crime/britains-pwc-fined-58-million-over-audit-of-redcentric-1362019695
[52] http://www.poandpo.com
[28] https://www.spiegel.de/wirtschaft/soziales/wo-pwc-kpmg-deloitte-und-ey-die-bundesregierung-beraten-a-1272538.html
[18] https://www.pwc.com/gx/en/industries/financial-services/insurance/banana-skins-2019.html
[17] https://www.bbc.co.uk/news/business-48621095
[17] https://www.ft.com/content/8e13a416-8dcb-11e9-a24d-b42f641eca37
[15] https://www.pwc.com/gx/en/services/people-organisation/publications/future-of-mobility.html
[15] http://www.expansion.com/especiales/pwc/2019/06/12/5d00d8f3e5fdeab2078b4620.html
[14] https://www.independent.co.uk/news/business/news/pwc-fined-redcentric-audit-serious-lack-of-competence-a8957641.html?utm_medium=Social&utm_source=Twitter#Echobox=1560442896
[13] https://www.siliconrepublic.com/enterprise/gdpr-pwc-insurance-industry?utm_sq=fom8z5wk2n&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=1DavidClarke&utm_content=GDPR

Top URLs in Tweet in G1:
[52] https://www.poandpo.com/crime/britains-pwc-fined-58-million-over-audit-of-redcentric-1362019695
[52] http://www.poandpo.com
[10] https://www.bbc.co.uk/news/business-48621095
[5] https://www.bbc.com/news/business-48621095
[5] https://www.independent.co.uk/news/business/news/pwc-fined-redcentric-audit-serious-lack-of-competence-a8957641.html
[5] https://www.spiegel.de/wirtschaft/soziales/wo-pwc-kpmg-deloitte-und-ey-die-bundesregierung-beraten-a-1272538.html
[4] https://www.pwc.com/eur-transformation
[4] https://gamebiz.jp/?p=240983
[3] https://w.on24.com/r.htm?e=2011555&s=1&k=4B5932C1C1963BD259A19F7EB86EA4BE
[3] https://www.reverbnation.com/HarmonVibez/song/30736110-house-party?0&pwc%5Bbranded%5D=1

Top URLs in Tweet in G2:
[8] https://www.pwc.com/gx/en/services/people-organisation/publications/future-of-mobility.html
[7] https://www.linkedin.com/pulse/8-ai-predictions-2018-mike-quindazzi
[7] https://www.pwc.com/gx/en/industries/industries-4.0/landing-page/industry-4.0-building-your-digital-enterprise-april-2016.pdf
[6] https://www.linkedin.com/pulse/how-smart-artificial-intelligence-mike-quindazzi?utm_content=buffer64627&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.pwc.in/consulting/financial-services/fintech/fintech-insights/iot-the-catalyst-for-invisible-payments.html?utm_content=buffere28f7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://www.isaca.org/chapters3/Charlotte/Events/Documents/Event
[5] Presentations/10162018/PwC
[5] IIA
[5] and
[5] ISACA

Top URLs in Tweet in G3:
[9] https://soundcloud.com/pwc-uk-podcast/how-to-empower-your-worklife-balance?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND30-TTA5-CN_LEAP-Podcast-WorkLifeBalance
[7] https://event.webcasts.com/viewer/event.jsp?ei=1249826&tp_key=345d4fcd3e
[7] http://www.pwc.co.uk/trustindrones
[6] https://www.ipevents.net/healthinvestorawards-2019/winners2019/
[6] https://www.applytracking.com/tp/rj6_o636t_J-K
[6] https://www.digitalpulse.pwc.com.au/ethical-artificial-intelligence-tensions-trade-offs/
[6] https://www.pwc.co.uk/issues/connected-intelligence/data-analytics.html?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND30-TTA5-CN_CEOSurveyConntectedIntelligence-BenefitImage
[5] https://pwc.blogs.com/publicsectormatters/2019/06/what-does-the-next-generation-of-digital-public-services-need-to-deliver.html
[5] https://www.pwc.com/gx/en/industries/financial-services/insurance/banana-skins-2019.html
[5] https://www.rise.global/the-pwc-power-100/r/2620432

Top URLs in Tweet in G4:
[2] https://www.theglobeandmail.com/investing/globe-advisor/advisor-news/article-four-ways-advisors-can-help-business-owners-transfer-their-business/
[1] https://twitter.com/richgadam/status/1140692246888689665
[1] https://www.pwc.com/ca/en/industries/technology/women-in-innovation.html?utm_source=twitter-social-hub&utm_medium=social&utm_campaign=women_in_innovation
[1] http://share.postbeyond.com/pq6vf
[1] https://twitter.com/dianekazarian/status/1140559836989595648
[1] https://twitter.com/nihdirector/status/1138846787567988737
[1] https://pwc.smh.re/06iy
[1] https://twitter.com/hollandmichelle/status/1140238194522361857
[1] https://pwc.smh.re/06-7
[1] https://pwc.smh.re/06yf

Top URLs in Tweet in G5:
[2] https://www.pwc.com/us/en/services/consulting/cybersecurity/business-driven-cybersecurity.html
[1] https://twitter.com/tonerf/status/1140623516041121792
[1] https://pwc.to/2Ilur13
[1] https://pwc.to/2WFbhHn
[1] https://twitter.com/mtechacademy/status/1139438508215545856
[1] https://technation.io/news/a-bright-tech-future-high-value-tech-jobs-boom-outside-london/
[1] https://www.experiencedcareers.pwc.co.uk/ListJobs/All/Search/all-job-locations/belfast/03-region/northern-ireland-region/
[1] https://www.pwc.co.uk/who-we-are/regional-sites/northern-ireland/insights/Careers-0619.html
[1] https://twitter.com/pwc_ni/status/1140489364046254080
[1] https://twitter.com/iamstartacus/status/1139529160274194432

Top URLs in Tweet in G6:
[6] https://www.pwc.com/us/en/services/consulting/cybersecurity/business-driven-cybersecurity.html?WT.mc_id=CT1-PL50-DM2-TR1-LS4-ND30-TTA4-CN_DigitalTrustInsightsSpring2019-&eq=CT1-PL50-DM2-CN_DigitalTrustInsightsSpring2019
[5] https://www.pwc.com/gx/en/services/people-organisation/publications/future-of-mobility.html
[4] https://www.applytracking.com/tp/rj6-9dKlu-J_K
[4] https://www.cnbc.com/advertorial/2019/05/14/financial-executives-reflect-on-the-future-of-work.html
[4] https://event.webcasts.com/starthere.jsp?ei=1235020&tp_key=a780b99097
[4] https://www.cnbc.com/video/2019/06/12/boardroom-diversity-inclusion-business-ceo-action-group-squawk-box.html?&qsearchterm=tim
[4] ryan
[4] pwc
[2] https://mapi.zoom.us/webinar/register/WN_cd-KIZ7aQg6bGo0S-kPJRA
[2] https://www.pwc.com/EssentialEight

Top URLs in Tweet in G7:
[2] https://www.strategyand.pwc.com/report/metals-3D-printing?sf214081566=1
[1] https://tech40.ft.com/articles/insurance-opportunity-profit-digitalisation/?strand_filter=transformative-tech?utm_source=PwC&utm_medium=social&utm_content=risksarticle?5
[1] https://www.strategyand.pwc.com/power-strategies?sf214092190=1
[1] http://bit.ly/2wWYi9H
[1] http://bit.ly/2RkMHdC
[1] https://www.strategyand.pwc.com/me/report/outlook-gas-gcc?sf214154136=1
[1] https://www.strategyand.pwc.com/report/metals-3D-printing
[1] https://www.strategyand.pwc.com/power-strategies?sf214206906=1
[1] https://www.strategyand.pwc.com/global-culture-survey?utm_campaign=WoF-KCSurvey&utm_source=Twitter&utm_medium=Organic
[1] https://www.strategyand.pwc.com/uk/drones?sf214206783=1

Top URLs in Tweet in G8:
[4] https://www.bbc.co.uk/news/business-48621095
[1] https://www.reuters.com/article/us-india-il-fs-auditor/india-seeks-bans-for-deloitte-kpmg-arm-for-alleged-auditing-lapses-idUSKCN1TC1E4
[1] https://www.ft.com/content/8e13a416-8dcb-11e9-a24d-b42f641eca37
[1] https://www.accountancydaily.co/frc-fines-pwc-ps65m-over-redcentric-audit-failures
[1] https://www.frc.org.uk/news/june-2019/sanctions-against-pwc-and-partners-in-relation-to
[1] https://www.facebook.com/CYBGYellowVests/posts/

Top URLs in Tweet in G9:
[10] http://www.expansion.com/especiales/pwc/2019/06/12/5d00d8f3e5fdeab2078b4620.html
[1] http://www.expansion.com/agencia/europa_press/2019/06/13/20190613141347.html?cid=SMBOSO22801&s_kw=twitter
[1] https://www.eleconomista.es/legislacion/noticias/9938585/06/19/Las-firmas-de-abogados-apuestan-por-las-personas-con-discapacidad.html
[1] http://www.ief.es/Destacados/convabierta/convabierta.vbhtml
[1] https://ideas.pwc.es/archivos/20190517/como-afrontar-dilema-innovacion-en-el-sector-del-automovil/
[1] https://periscopiofiscalylegal.pwc.es/de-la-economia-digital-a-la-tributacion-minima/
[1] https://ideas.pwc.es/archivos/20190614/la-quinta-pantalla-del-coche-autonomo/
[1] https://ideas.pwc.es/archivos/20190614/seguro-conoces-a-tus-clientes/
[1] https://twitter.com/IEF_ES/status/1138768235652931584
[1] https://pwcspain.smh.re/0GN

Top URLs in Tweet in G10:
[23] https://www.spiegel.de/wirtschaft/soziales/wo-pwc-kpmg-deloitte-und-ey-die-bundesregierung-beraten-a-1272538.html
[6] https://www.spiegel.de/artikel/a-1272538.html
[2] https://projekte.sueddeutsche.de/artikel/politik/deloitte-kmpg-pwc-ey-die-big-four-e734842/?reduced=true
[1] https://twitter.com/fabiodemasi/status/1140628891968647169
[1] https://www.tagesspiegel.de/wirtschaft/kpmg-deloitte-pwc-ey-wie-eng-die-bande-zwischen-politik-und-wirtschaftspruefern-sind/23288424.html

Top Domains
Top Domains in Tweet in Entire Graph:
[276] pwc.com
[269] dy.si
[204] co.uk
[198] reverbnation.com
[191] twitter.com
[108] smh.re
[104] poandpo.com
[42] spiegel.de
[40] lnkd.in
[37] com.au

Top Domains in Tweet in G1:
[104] poandpo.com
[95] dy.si
[95] reverbnation.com
[54] pwc.com
[31] co.uk
[30] smh.re
[26] twitter.com
[22] lnkd.in
[12] jobs.as
[10] spiegel.de

Top Domains in Tweet in G2:
[57] pwc.com
[34] twitter.com
[14] linkedin.com
[6] pwc.in
[5] isaca.org
[5] siliconrepublic.com
[4] pwc.be
[4] com.au
[3] weforum.org
[3] retheauditors.com

Top Domains in Tweet in G3:
[96] co.uk
[51] twitter.com
[20] radian6.com
[18] applytracking.com
[17] blogs.com
[13] pwc.com
[9] bt.com
[9] soundcloud.com
[7] webcasts.com
[7] com.au

Top Domains in Tweet in G4:
[25] pbynd.co
[7] twitter.com
[6] smh.re
[4] pwc.com
[2] myworkdayjobs.com
[2] theglobeandmail.com
[2] betakit.com
[1] postbeyond.com
[1] instagram.com
[1] lnkd.in

Top Domains in Tweet in G5:
[9] twitter.com
[6] co.uk
[2] pwc.to
[2] pwc.com
[2] smh.re
[1] technation.io
[1] publicknowledge.org
[1] siliconrepublic.com
[1] bit.ly
[1] lnkd.in

Top Domains in Tweet in G6:
[102] dy.si
[38] pwc.com
[29] smh.re
[10] cnbc.com
[7] linkedin.com
[6] strategy-business.com
[5] applytracking.com
[4] webcasts.com
[3] lnkd.in
[3] forbes.com

Top Domains in Tweet in G7:
[8] pwc.com
[4] smh.re
[3] bit.ly
[2] ft.com

Top Domains in Tweet in G8:
[4] co.uk
[1] reuters.com
[1] ft.com
[1] accountancydaily.co
[1] org.uk
[1] facebook.com

Top Domains in Tweet in G9:
[11] expansion.com
[6] pwc.es
[2] twitter.com
[2] auditoria-auditores.com
[1] eleconomista.es
[1] ief.es
[1] smh.re
[1] murciaeconomia.com
[1] amiq.net
[1] computerhoy.com

Top Domains in Tweet in G10:
[29] spiegel.de
[2] sueddeutsche.de
[1] twitter.com
[1] tagesspiegel.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[422] pwc
[328] ai
[184] iot
[172] pwcrtn
[127] استراتيجيه_تطوير_منطقه_الجوف
[125] امارة_الجوف
[108] blockchain
[101] artificialintelligence
[97] machinelearning
[72] cybersecurity



Top Hashtags in Tweet in G1:
[77] pwc
[52] crime
[20] pwcproud
[16] ceoaction
[10] blockchain
[8] fathersday
[7] digital
[7] pwcoutlook
[7] capitalaberto
[7] tempodesereinventar

Top Hashtags in Tweet in G2:
[244] ai
[169] iot
[152] pwc
[87] machinelearning
[78] artificialintelligence
[64] blockchain
[62] robotics
[60] infographics
[58] bigdata
[55] deeplearning

Top Hashtags in Tweet in G3:
[171] pwcrtn
[45] pwc
[39] ai
[29] fundraisingforimpact
[21] miltonkeynes
[21] stonewall
[17] pwcproud
[15] charities
[15] cambridge
[14] eastmids

Top Hashtags in Tweet in G4:
[11] wethenorth
[10] pwcproud
[9] pwc
[6] movethedialstories
[6] toronto
[5] leadership
[5] wnorth
[5] womeninleadership
[5] insurancebananaskins
[4] allyship

Top Hashtags in Tweet in G5:
[11] cybersecurity
[10] ddna2019
[10] leadingni
[10] blockchain
[8] iot
[6] ni
[6] startups
[6] citizen
[6] infographics
[6] internetofthings

Top Hashtags in Tweet in G6:
[18] pwccloudsec19
[12] iacton
[12] pwc
[9] cybersecurity
[8] pwcstart
[7] pwcproud
[6] ai
[6] ceoaction
[6] blockchain
[5] fathersday

Top Hashtags in Tweet in G7:
[127] استراتيجيه_تطوير_منطقه_الجوف
[125] امارة_الجوف
[3] disruption
[3] insurance
[3] finserv
[3] tech
[2] utilities
[2] supplychain
[2] europeanutilities
[2] strategymadereal

Top Hashtags in Tweet in G8:
[2] audit
[2] pwc
[1] lcf
[1] redcentric
[1] patisserievalerie
[1] big4
[1] royal
[1] corruption

Top Hashtags in Tweet in G9:
[4] ideaspwc
[2] taxlegalpwc
[2] cocheautónomo
[2] seguros
[2] datos
[2] codere
[2] posgrado
[1] consejosydiversidad
[1] economíadigital
[1] consumerinsights

Top Hashtags in Tweet in G10:
[22] big4
[3] bigfour
[1] cum

Top Words
Top Words in Tweet in Entire Graph:
[3720] Words in Sentiment List#1: Positive
[2000] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[112787] Non-categorized Words
[118507] Total Words
[2064] pwc
[1073] gt
[420] #pwc
[413] s
[364] pwc_uk

Top Words in Tweet in G1:
[441] pwc
[102] audit
[88] fined
[88] over
[76] #pwc
[76] 5
[69] million
[66] redcentric
[65] 8
[64] s

Top Words in Tweet in G2:
[1004] gt
[401] pwc
[285] mikequindazzi
[244] #ai
[169] #iot
[152] #pwc
[87] #machinelearning
[78] #artificialintelligence
[70] ronald_vanloon
[64] #blockchain

Top Words in Tweet in G3:
[298] pwc_uk
[171] #pwcrtn
[115] pwc
[109] team
[91] leightonsmith82
[79] s
[77] cmpwc
[76] here
[75] gwillmer_pwc
[72] more

Top Words in Tweet in G4:
[64] pwc_canada
[22] more
[21] s
[20] monaghiami
[20] pwc
[15] read
[14] out
[13] male
[12] women
[12] dianekazarian

Top Words in Tweet in G5:
[80] pwc_ni
[26] pwc
[19] well
[18] narelle_allen
[16] digitaldnahq
[15] s
[14] hiveacademypwc
[13] done
[13] award
[13] mtechacademy

Top Words in Tweet in G6:
[48] pwc
[39] s
[37] more
[28] up
[26] companies
[26] security
[25] week
[23] cloud
[22] stratandbiz
[20] business

Top Words in Tweet in G7:
[204] شركة
[153] strategyand
[138] aljoufsa
[127] #استراتيجيه_تطوير_منطقه_الجوف
[125] #امارة_الجوف
[103] في
[100] اعداد
[79] على
[78] إحدى
[78] مجموعة

Top Words in Tweet in G8:
[114] pwc
[106] audit
[100] 4
[94] fined
[94] 5m
[92] failures
[91] premnsikka
[91] audits
[90] corruption
[90] inc

Top Words in Tweet in G9:
[42] pwc_spain
[18] cómo
[12] trabajo
[11] expansioncom
[11] fiscalidad
[10] 19
[10] junio
[10] entidad
[10] colaboradora
[9] vía

Top Words in Tweet in G10:
[58] big
[34] four
[28] spiegelonline
[25] immer
[25] großen
[24] fragwürdig
[24] wirtschaftsprüfungsgesellschaften
[24] 4
[24] genannt
[24] werden

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[680] gt,gt
[255] pwc,fined
[147] fined,4
[147] 4,5m
[140] mikequindazzi,gt
[129] gt,#pwc
[128] #pwc,mikequindazzi
[126] find,out
[126] شركة,strategyand
[123] aljoufsa,#امارة_الجوف

Top Word Pairs in Tweet in G1:
[83] pwc,fined
[60] 5,8
[60] 8,million
[59] over,audit
[57] audit,redcentric
[56] fined,5
[56] million,over
[53] britain's,pwc
[52] redcentric,#crime
[44] check,out

Top Word Pairs in Tweet in G2:
[653] gt,gt
[136] mikequindazzi,gt
[125] gt,#pwc
[124] #pwc,mikequindazzi
[72] gt,#ai
[54] 11,#emergingtechnologies
[50] emerging,#technologies
[38] #industry40,framework
[36] #emergingtechnologies,#industry40
[36] framework,gt

Top Word Pairs in Tweet in G3:
[35] #pwcrtn,team
[32] find,out
[25] ride,nation
[25] pwc_uk,proud
[23] sophie_housden,cmpwc
[22] #pwcrtn,national
[22] pwc_uk,#pwcrtn
[21] marking,50
[21] 50,years
[21] years,#stonewall

Top Word Pairs in Tweet in G4:
[7] pwc_canada,joinmovethedial
[6] hollandmichelle,pwc_canada
[6] first,male
[6] male,exec
[6] exec,take
[6] take,paternity
[6] paternity,leave
[6] leave,took
[6] took,3
[6] 3,months

Top Word Pairs in Tweet in G5:
[13] well,done
[12] hiveacademypwc,pwc_ni
[10] student,showcase
[9] narelle_allen,hiveacademypwc
[9] pwc_ni,lilley_kathryn
[8] maherstephanie,wdusln
[8] wdusln,nlove88
[8] nlove88,aislingspain
[7] good,luck
[7] ailismone,pwc_ni

Top Word Pairs in Tweet in G6:
[19] cloud,security
[11] find,out
[11] diversity,inclusion
[9] pwc,cloud
[7] week,marks
[7] marks,two
[7] two,year
[7] year,anniversary
[7] anniversary,ceoaction
[7] pwc,s

Top Word Pairs in Tweet in G7:
[126] شركة,strategyand
[123] aljoufsa,#امارة_الجوف
[100] في,اعداد
[77] #امارة_الجوف,ثلاث
[77] ثلاث,عشر
[77] عشر,شركة
[77] شركة,عالمية
[77] عالمية,تعمل
[77] تعمل,على
[77] على,إعداد

Top Word Pairs in Tweet in G8:
[94] pwc,fined
[91] audit,failures
[90] corruption,inc
[90] inc,pwc
[90] fined,4
[90] 4,5m
[90] 5m,audit
[90] failures,basic
[90] basic,audits
[90] audits,faces

Top Word Pairs in Tweet in G9:
[10] 19,junio
[10] entidad,colaboradora
[10] colaboradora,pwc_spain
[8] cómo,fiscalidad
[8] fiscalidad,ayuda
[8] ayuda,cerrar
[8] cerrar,círculo
[7] vía,expansioncom
[7] círculo,economía
[7] economía,circular

Top Word Pairs in Tweet in G10:
[34] big,four
[24] fragwürdig,großen
[24] großen,wirtschaftsprüfungsgesellschaften
[24] wirtschaftsprüfungsgesellschaften,big
[24] big,4
[24] 4,genannt
[24] genannt,werden
[24] werden,immer
[24] immer,häufiger
[23] lobbycontrol,fragwürdig

Top Replied-To
Top Replied-To in Entire Graph:
@renatesiekmann
@pwc
@gwillmer_pwc
@immunotoxphd
@joshuazeidner
@pwc_uk
@narelle_allen
@robmccargow
@aljoufsa
@leightonsmith82

Top Replied-To in G2:
@pwc
@joshuazeidner
@pwc_uk
@stevienut
@citezenb
@moonshotcaller
@gatsbtc
@cryptin_nsippin
@twtr_jrs
@jovantezos

Top Replied-To in G3:
@gwillmer_pwc
@leightonsmith82
@pwc_uk
@robmccargow
@sarafritz_work
@amitchampaneri1
@danrodden12
@emilykhan11
@maria_axente
@james_maker

Top Replied-To in G4:
@hollandmichelle
@pwc_canada
@monaghiami
@shafraaz242
@pwc_tech
@cassruggiero
@soifbaravin
@rjptoronto

Top Replied-To in G5:
@narelle_allen
@ailismone
@conorhouston_
@lynnerainey1
@catherinep_pwc
@mcqpr
@bennymiskelly
@maherstephanie
@seamuscushley
@meganstifel

Top Replied-To in G6:
@timothy_f_ryan
@katmandelstein
@andy
@fazeeel

Top Replied-To in G7:
@aljoufsa
@sonahamd91
@gorayat_snap
@strategyand

Top Replied-To in G8:
@retheauditors
@ian_fraser
@premnsikka

Top Replied-To in G9:
@cavilesphoto
@pwc_spain
@amiqnet
@idebarron

Top Mentioned
Top Mentioned in Entire Graph:
@pwc
@pwc_uk
@mikequindazzi
@strategyand
@aljoufsa
@premnsikka
@pwc_ni
@leightonsmith82
@ronald_vanloon
@cmpwc

Top Mentioned in G1:
@termie0703
@carrolltrusts
@crypto__mak
@theincurablesmi
@jroddywilson
@getindemnity1
@nugenmusic
@carlsonmiki_27

Top Mentioned in G2:
@pwc
@mikequindazzi
@ronald_vanloon
@antgrasso
@jovantezos
@tokenvision99
@celinedarnet_
@finmktg
@iab
@moonshotcaller

Top Mentioned in G3:
@pwc_uk
@leightonsmith82
@cmpwc
@sophie_housden
@gwillmer_pwc
@danrodden12
@emmacglover
@robewbank
@pauljnorbury
@ribblecycles

Top Mentioned in G4:
@pwc_canada
@monaghiami
@dianekazarian
@joinmovethedial
@raptors
@pw
@pwc
@jenn__johnson
@johntory
@justintrudeau

Top Mentioned in G5:
@pwc_ni
@digitaldnahq
@hiveacademypwc
@pwc
@lilley_kathryn
@mtechacademy
@ronald_vanloon
@maherstephanie
@wdusln
@nlove88

Top Mentioned in G6:
@stratandbiz
@pwcus
@pwc_uk
@pwc
@ceoaction
@timothy_f_ryan
@jeanyvesgonin
@awscloud
@squawkcnbc
@bhushansethi1

Top Mentioned in G7:
@strategyand
@aljoufsa
@pwc
@wef
@ft
@ckszymanowska
@stratandbiz
@majed_aljuraid_
@aljouf_news
@naergg1406

Top Mentioned in G8:
@premnsikka
@ian_fraser
@efgbricklayer
@privateeyenews

Top Mentioned in G9:
@pwc_spain
@expansioncom
@amiqnet
@annaforastier
@amchams
@ief_es
@fide_fundacion
@thefamilyab
@garrigues_es
@realia_inmo

Top Mentioned in G10:
@spiegelonline
@lobbycontrol
@linksfraktion
@fabiodemasi
@bo
@f_obermaier
@hochheimer_12
@boeckingd
@nico_beckert
@tagesspiegel

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@myalliesnews
@zyiteblog
@british_airways
@klm
@edinburghwatch
@independent
@latercera
@evankirstel
@globalissuesweb

Top Tweeters in G1:
@myalliesnews
@zyiteblog
@globalissuesweb
@prpnews
@collegaegezocht
@poandpo
@4pawshop
@qmunty
@crweworld
@hedgebz

Top Tweeters in G2:
@sectest9
@evankirstel
@gamergeeknews
@chidambara09
@ottlegalrebels
@guardian
@fintechna
@monster
@calcaware
@santchiweb

Top Tweeters in G3:
@british_airways
@tetunicois
@ifindinternship
@yorkshirepost
@chpsre
@foodmfguk
@wef
@nordicgeo
@mat
@yorkshiretea

Top Tweeters in G4:
@raptors
@byronbergren
@yvrairport
@johntory
@justintrudeau
@cityofsurrey
@dtsurreybia
@alteryx
@cdnmarketing
@imaginecanada

Top Tweeters in G5:
@martingaedt
@iamstartacus
@cybersec_feeds
@csis
@edtechmag
@syncni
@seagate
@technation
@guardianedu
@qubelfast

Top Tweeters in G6:
@bostonglobe
@cnbc
@forbes
@dallasnews
@markmcardle
@dme_health
@iangertler
@andy
@modernmetalsmag
@wiomax_pa

Top Tweeters in G7:
@abdullah1514131
@nazeeh_alhaizan
@masha3l12
@netclubj1
@malalimm
@aljouf_news
@halkalde
@alqaqah_channel
@aalmoreh
@d_maiah

Top Tweeters in G8:
@disparatepost
@csibike1
@nw_nicholas
@philewis
@andrewfeinstein
@labourleft
@jenniemacfie
@efgbricklayer
@iamswagodking
@zamalisa

Top Tweeters in G9:
@eleconomistaes
@expansioncom
@hostalpersal
@jmarinpu
@manuelrevilla57
@alaincuenca
@pause76
@espaciomadrides
@fermonsalvete
@cavilesphoto

Top Tweeters in G10:
@tagesspiegel
@krabat44
@spiegelonline
@darthsquig
@werner_chz
@merkstatt
@aproonline
@mrxffm
@daeschle
@urban_aid