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pwc_2019-02-19_05-16-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 19, 2019
Short Description:
pwc via NodeXL http://bit.ly/2DUz9iO
@pwc
@gian_tcatt
@gerard0106
@pwc_mexico
@forbes_mexico
@martndemiguel2
@carlosloret
@wmr43
@saguilar99
@mikequindazzi

Top hashtags:
#ai
#pwc
#iot
#deeplearning
#machinelearning
#robotics
#cybersecurity
#futureofwork
#fintech
#rpa

Description:
Description
The graph represents a network of 4,453 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, 19 February 2019 at 13:17 UTC.

The requested start date was Tuesday, 19 February 2019 at 01:01 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, 9-hour, 23-minute period from Sunday, 17 February 2019 at 15:36 UTC to Tuesday, 19 February 2019 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 : 4453
Unique Edges : 5997
Edges With Duplicates : 2427
Total Edges : 8424
Number of Edge Types : 3
Mentions : 6489
Tweet : 1534
Replies to : 401
Self-Loops : 1534
Reciprocated Vertex Pair Ratio : 0.0164393144456104
Reciprocated Edge Ratio : 0.0323468685478321
Connected Components : 903
Single-Vertex Connected Components : 596
Maximum Vertices in a Connected Component : 2674
Maximum Edges in a Connected Component : 6087
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.014942
Graph Density : 0.000293168803691707
Modularity : 0.652444
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[72] https://www.themexico.news/economia/mexico-ya-ocupa-el-noveno-lugar-entre-los-10-paises-mas-atractivos-para-invertir-en-el-mundo-segun-la-pwc/
[55] https://www.afr.com/business/accounting/private-dinner-between-deloitte-ey-kpmg-and-pwc-chiefs-in-spotlight-20190214-h1b8k6
[37] https://punchng.com/pdp-writes-inec-asks-kpmg-pwc-to-verify-sensitive-electoral-materials/
[34] https://www.pwc.com/us/en/services/consulting/library/artificial-intelligence-predictions-2019?WT.mc_id=CT1-PL52-DM2-TR1-LS4-ND30-TTA5-CN_ai2019-ai19-tworlp&eq=CT1-PL52-DM2-CN_ai2019-ai19-tworlp&utm_leadsource=dynamicsignal&userid=4071&channeltype=Twitter&userid=08d8c769-8a0b-401d-b550-2c1d7e9fd4ff
[14] https://www.reverbnation.com/elangeorge?0&pwc%5Bbranded%5D=1
[10] https://economia.icaew.com/news/february-2019/vodafone-swaps-pwc-with-ey-as-auditor
[9] https://www.pwc.com/us/en/financial-services/regulatory-services/publications/assets/finra-sec-2019-priorities.pdf
[8] https://open.spotify.com/artist/70hXab5NwaPr7DQMv7ixAa
[8] https://www.uscybersecurity.net/cybersecurity-services/
[8] https://www.pwc.co.uk/private-business-private-clients/insights/corporate-governance-focus-on-the-outcome.html

Top URLs in Tweet in G1:
[15] https://www.themexico.news/economia/mexico-ya-ocupa-el-noveno-lugar-entre-los-10-paises-mas-atractivos-para-invertir-en-el-mundo-segun-la-pwc/
[8] https://open.spotify.com/artist/70hXab5NwaPr7DQMv7ixAa
[6] https://enterprisezine.jp/article/detail/11705
[5] https://www.afr.com/business/accounting/deeprooted-problems-pwc-kpmg-ey-deloitte-face-serious-audit-market-review-20190217-h1bcp1
[4] https://www.reverbnation.com/corleonemontana/song/24550011-better-days?0&pwc%5Bbranded%5D=1
[4] https://www.reverbnation.com/timsoucy/song/30325001-spaghetti-sandsurfer?0&pwc%5Bbranded%5D=1
[4] https://www.reverbnation.com/johnie_jupiter/song/28215293-anything?0&pwc%5Bbranded%5D=1
[4] https://www.reverbnation.com/killasmokegang/song/29260883-sacrifice-no-deal?0&pwc%5Bbranded%5D=1
[4] https://www.reverbnation.com/killasmokegang/song/29992492-gates-of-hell-by-no-deal?0&pwc%5Bbranded%5D=1
[4] http://www.ft.no

Top URLs in Tweet in G2:
[33] https://www.pwc.com/us/en/services/consulting/library/artificial-intelligence-predictions-2019?WT.mc_id=CT1-PL52-DM2-TR1-LS4-ND30-TTA5-CN_ai2019-ai19-tworlp&eq=CT1-PL52-DM2-CN_ai2019-ai19-tworlp&utm_leadsource=dynamicsignal&userid=4071&channeltype=Twitter&userid=08d8c769-8a0b-401d-b550-2c1d7e9fd4ff
[8] https://www.uscybersecurity.net/cybersecurity-services/
[3] https://www.pwc.co.za/en/assets/pdf/cyber-as-a-service.pdf
[3] https://www.pwc.com/us/en/services/consulting/library/artificial-intelligence-predictions.html?WT.mc_id=CT1-PL52-DM2-TR1-LS4-ND30-TTA5-CN_AIPredictions2018-MQT&utm_content=bufferdb02b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://img3.iyiou.com/Editor/image/20180126/1516936622393874.pdf?utm_content=bufferc21c5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.pwc.com/gx/en/issues/economy/global-economy-watch/assets/pdfs/december-2018.pdf
[2] http://usblogs.pwc.com/emerging-technology/machine-learning-evolution-infographic/?utm_content=buffer3bbbd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.google.be/search?biw=1745&bih=885&tbm=isch&sa=1&ei=7YFxW-PYO4TykwXesaPIDQ&q=infographics++blockchain&oq=infographics++blockchain&gs_l=img.3..0i19k1.34255.34255.0.34550.1.1.0.0.0.0.72.72.1.1.0....0...1c.1.64.img..0.1.71....0.Tu21Bq5B4i0#imgrc=mPTqz5PHKJnIZM
[2] http://usblogs.pwc.com/emerging-technology/rise-robotics-ai-infographic/
[2] https://lnkd.in/fdCdV8w

Top URLs in Tweet in G3:
[5] https://www.pwc.com/gx/en/industries/tmt/telecommunications/mobile-world-congress.html
[5] https://www.telecompetitor.com/pwc-us-entertainment-media-revenues-to-reach-759-billion-by-2021/
[5] https://pwc.smh.re/zvM
[4] https://www.pwc.com.cy/en/corporate-responsibility/we-foster-entrepreneurship.html
[3] https://www.digitalpulse.pwc.com.au/make-future-vivid/
[3] https://pwc.smh.re/zzc
[2] https://www.pwc.com/ca/en/industries/banking-capital-markets/canadian-banks-2019/ceo-spotlight.html
[2] https://www.applytracking.com/tp/rj6_N9MHX-J.K
[2] http://explore.pwc.com/c/pwc-2019-ai-exec-summary?x=ae-asK&%E2%80%A6innerText--EmailAddress..encodeFor--url~~&elq_mid=14785&elq_cid=1249812
[2] http://www.pwc.com.cy

Top URLs in Tweet in G4:
[2] https://goingconcern.com/pwc-italy-partner-is-probably-in-a-lot-of-trouble-you-guys/#disqus_thread
[2] https://www.tagesspiegel.de/wirtschaft/kpmg-deloitte-pwc-ey-wie-eng-die-bande-zwischen-politik-und-wirtschaftspruefern-sind/23288424.html
[1] https://twitter.com/i/web/status/1097625789397458945
[1] https://twitter.com/i/web/status/1097614186136461312
[1] https://twitter.com/i/web/status/1097549718635401217
[1] https://twitter.com/i/web/status/1097420014423105537
[1] https://twitter.com/i/web/status/1097065808889561088
[1] https://twitter.com/i/web/status/1097107604596289537
[1] https://www.mirror.co.uk/news/politics/britains-richest-man-plans-move-14010824?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://twitter.com/i/web/status/1097418994779344897

Top URLs in Tweet in G5:
[6] https://www.pwc.co.uk/private-business-private-clients/insights/corporate-governance-focus-on-the-outcome.html
[5] https://pwc.blogs.com/health_matters/2019/02/the-future-of-drug-discovery-is-ai-however-pharmaceutical-companies-risk-being-left-behind-if-they-a.html
[5] https://www.pwc.com/deals-report
[3] https://www.pwc.co.uk/private-business-private-clients/our-stories/simon-white.html
[3] https://southwestgrowthservice.co.uk/blog/2019/growth-through-acquisition
[3] https://pwc.blogs.com/industry_perspectives/2019/02/law-firm-survey-taking-stock-of-the-past-five-years-and-building-resilience-for-the-next-five.html
[2] https://events.sap.com/gb/uki-innovation-x/en/registration.aspx?source=Email-2-UKI-PWC-Regpage&campaigncode=CRM-GB18-FOR-XXX_OIP
[2] https://twitter.com/BarryMurphyPwC/status/1097424156470202369
[2] https://www.thetimes.co.uk/article/what-she-said-heather-melville-obe-on-the-importance-of-thanks-and-feeling-valued-at-work-6wrgjd3g2
[2] https://jobs.theguardian.com/job/6844024/graduate-deals-rights-management-technical-belfast-2019/?TrackID=19

Top URLs in Tweet in G6:
[1] https://www.themexico.news/economia/mexico-ya-ocupa-el-noveno-lugar-entre-los-10-paises-mas-atractivos-para-invertir-en-el-mundo-segun-la-pwc/

Top URLs in Tweet in G7:
[48] https://www.afr.com/business/accounting/private-dinner-between-deloitte-ey-kpmg-and-pwc-chiefs-in-spotlight-20190214-h1b8k6
[6] https://www.ianfraser.org/chuka-umunna-pwcs-useful-idiot/
[4] https://economia.icaew.com/news/february-2019/vodafone-swaps-pwc-with-ey-as-auditor
[2] https://economia.icaew.com/news/february-2019/pwc-issues-brexit-warning-in-audits
[1] https://economia.icaew.com/news/february-2019/pwc-considered-quitting-ineos-over-monaco-tax-move
[1] https://economia.icaew.com/news/february-2019/pwc-italy-partner-named-in-bt-criminal-investigation
[1] https://twitter.com/i/web/status/1097550483659591681
[1] https://twitter.com/i/web/status/1097207755960713217
[1] https://twitter.com/i/web/status/1097079279140130818
[1] https://renegadeinc.com/big-four-revolving-door/

Top URLs in Tweet in G8:
[2] https://www.themexico.news/economia/mexico-ya-ocupa-el-noveno-lugar-entre-los-10-paises-mas-atractivos-para-invertir-en-el-mundo-segun-la-pwc/
[1] https://instagram.com/p/Bt61R5egC_s/
[1] https://instagram.com/p/BllOZ2wl50S/
[1] https://www.instagram.com/p/Bt61R5egC_s/

Top URLs in Tweet in G9:
[2] https://ideas.pwc.es/archivos/20190201/por-que-tus-empleados-se-queman-y-que-hacer-para-pararlo/?sub=true
[2] https://www.laempresafamiliar.com/informacion/estudios-y-encuestas/encuesta-mundial-de-la-empresa-familiar-2018-elaborada-por-pwc/?fbclid=IwAR30cFBFhPEaleS9DsaszfZspVHp3zGSDP2dveSsiXPMbwd47ugUbI68tHc
[2] https://ideas.pwc.es/archivos/20190215/asi-es-el-nuevo-orden-mundial-del-consumo-de-video/
[2] http://togas.biz/articulos/articulo-profesionales-la-obligatoriedad-del-registro-de-la-jornada-segundo-asalto/
[2] http://auditoria-auditores.com/articulos/articulo-auditoria-banca-y-rentabilidad-qu-hacer-cuando-el-arsenal-para-reducir-costes-se-agota/
[2] http://consultoria-consultores.es/articulos/articulo-consultoria-as-es-el-nuevo-orden-mundial-del-consumo-de-v-deo/
[1] https://twitter.com/i/web/status/1097447446135885825
[1] https://twitter.com/i/web/status/1097452511605207040
[1] https://twitter.com/i/web/status/1097452674889498625
[1] https://twitter.com/jack/status/1092892320842706944

Top URLs in Tweet in G10:
[4] https://www.themexico.news/economia/mexico-ya-ocupa-el-noveno-lugar-entre-los-10-paises-mas-atractivos-para-invertir-en-el-mundo-segun-la-pwc/
[1] https://twitter.com/i/web/status/1096947493550653440

Top Domains
Top Domains in Tweet in Entire Graph:
[1109] twitter.com
[244] reverbnation.com
[157] pwc.com
[100] dy.si
[90] smh.re
[74] themexico.news
[63] afr.com
[63] co.uk
[37] punchng.com
[26] blogs.com

Top Domains in Tweet in G1:
[307] twitter.com
[176] reverbnation.com
[27] pwc.com
[23] dy.si
[17] smh.re
[15] themexico.news
[9] lnkd.in
[9] theguardian.com
[8] afr.com
[8] reuters.com

Top Domains in Tweet in G2:
[135] twitter.com
[51] pwc.com
[8] uscybersecurity.net
[4] co.za
[4] lnkd.in
[3] iyiou.com
[2] google.be
[2] t.co
[2] co.uk
[1] pwccn.com

Top Domains in Tweet in G3:
[144] twitter.com
[37] smh.re
[26] dy.si
[24] pwc.com
[13] t.co
[9] com.au
[7] com.cy
[5] telecompetitor.com
[3] blogs.com
[2] applytracking.com

Top Domains in Tweet in G4:
[14] twitter.com
[2] co.uk
[2] goingconcern.com
[2] tagesspiegel.de
[1] afr.com

Top Domains in Tweet in G5:
[107] twitter.com
[32] co.uk
[17] blogs.com
[10] radian6.com
[7] pwc.com
[6] applytracking.com
[4] theguardian.com
[2] sap.com
[2] bit.ly
[2] heraldscotland.com

Top Domains in Tweet in G6:
[1] themexico.news

Top Domains in Tweet in G7:
[48] afr.com
[17] twitter.com
[8] icaew.com
[6] ianfraser.org
[1] renegadeinc.com

Top Domains in Tweet in G8:
[3] instagram.com
[2] themexico.news

Top Domains in Tweet in G9:
[21] twitter.com
[6] pwc.es
[3] smh.re
[2] laempresafamiliar.com
[2] togas.biz
[2] auditoria-auditores.com
[2] consultoria-consultores.es
[1] esic.edu
[1] rcsport.es
[1] europapress.es

Top Domains in Tweet in G10:
[4] themexico.news
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[703] ai
[703] pwc
[231] iot
[204] deeplearning
[190] machinelearning
[183] robotics
[110] cybersecurity
[107] futureofwork
[102] fintech
[97] rpa



Top Hashtags in Tweet in G1:
[30] pwc
[24] brexit
[13] ai
[7] strategy
[7] mna
[6] newmusic
[6] company
[6] freedownload
[4] china
[4] enterprise

Top Hashtags in Tweet in G2:
[596] ai
[576] pwc
[196] deeplearning
[186] iot
[185] machinelearning
[181] robotics
[98] futureofwork
[94] rpa
[88] cybersecurity
[80] fintech

Top Hashtags in Tweet in G3:
[43] ai
[28] iot
[24] pwc
[19] mwc19
[13] brexit
[9] mna
[9] cybersecurity
[8] tech
[7] policy
[6] 4ir

Top Hashtags in Tweet in G4:
[5] pwc
[2] phones4u
[1] nhs
[1] auditor

Top Hashtags in Tweet in G5:
[66] mna
[15] brexit
[9] ai
[9] beyondthedeal
[9] privateequity
[8] corporategovernance
[8] genderpay
[7] tax
[7] tech
[6] futureofaudit

Top Hashtags in Tweet in G6:
[1] benezuelayabamos

Top Hashtags in Tweet in G7:
[5] changepolitics
[2] auditor
[1] laboursplit
[1] remoaners
[1] pwc

Top Hashtags in Tweet in G8:
[2] économiques

Top Hashtags in Tweet in G9:
[3] rrhh
[3] ideaspwc
[3] movingforward
[2] inversión
[2] inmopwc
[2] sectorfinanciero
[2] televisión
[2] vídeo
[2] empresafamiliar
[2] innovación

Top Hashtags in Tweet in G10:
[5] presidenteamlo
[1] benezuelayabamos

Top Words
Top Words in Tweet in Entire Graph:
[2368] Words in Sentiment List#1: Positive
[1016] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[99220] Non-categorized Words
[102604] Total Words
[2895] gt
[2664] pwc
[938] mikequindazzi
[809] ai
[520] more

Top Words in Tweet in G1:
[338] pwc
[129] out
[115] check
[42] 2019
[32] kpmg
[31] s
[31] music
[31] business
[30] play
[30] 2

Top Words in Tweet in G2:
[2673] gt
[888] mikequindazzi
[789] pwc
[604] ai
[196] deeplearning
[186] iot
[185] machinelearning
[183] robotics
[156] 6
[140] 8

Top Words in Tweet in G3:
[321] pwc
[105] ai
[89] more
[83] business
[74] pwc's
[71] survey
[59] change
[58] ceo
[57] next
[53] ceos

Top Words in Tweet in G4:
[312] umunna
[291] chuka
[280] labour
[259] gian_tcatt
[258] party
[257] quit
[257] order
[257] spend
[257] more
[257] time

Top Words in Tweet in G5:
[103] pwc_uk
[66] mna
[64] report
[62] based
[48] out
[44] 600
[44] corporate
[43] pwc
[43] launch
[43] proud

Top Words in Tweet in G6:
[270] lista
[135] méxico
[135] mete
[135] top
[135] ten
[135] exclusiva
[135] países
[135] atractivos
[135] invertir
[135] además

Top Words in Tweet in G7:
[126] pwc
[58] ian_fraser
[52] ey
[51] between
[49] private
[49] deloitte
[49] kpmg
[48] dinner
[48] chiefs
[48] spotlight

Top Words in Tweet in G8:
[112] 2050
[110] largest
[110] economies
[110] 1
[110] china
[110] 2
[110] india
[110] 3
[110] united
[110] 4

Top Words in Tweet in G9:
[49] pwc
[45] deloitte
[44] eynews
[42] kpmg
[34] pwc_spain
[32] ivanontech
[22] business
[20] bitcoin
[20] out
[19] putting

Top Words in Tweet in G10:
[91] méxico
[88] países
[88] atractivos
[88] invertir
[84] lugar
[84] más
[84] mundo
[82] ocupa
[82] noveno
[82] entre

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1751] gt,gt
[544] gt,pwc
[409] pwc,mikequindazzi
[331] chuka,umunna
[292] mikequindazzi,gt
[281] spend,more
[281] more,time
[272] umunna,quit
[272] quit,labour
[272] labour,party

Top Word Pairs in Tweet in G1:
[115] check,out
[27] play,music
[22] según,pwc
[20] pwc,zoekt
[19] kpmg,pwc
[18] norman,evans
[14] gt,gt
[14] deal,killasmokegang
[13] noveno,lugar
[13] entre,10

Top Word Pairs in Tweet in G2:
[1613] gt,gt
[509] gt,pwc
[393] pwc,mikequindazzi
[267] mikequindazzi,gt
[168] machinelearning,deeplearning
[114] rise,robotics
[114] robotics,ai
[101] mikequindazzi,ravikikan
[100] ai,gt
[100] ravikikan,gt

Top Word Pairs in Tweet in G3:
[49] change,way
[48] 85,ceos
[48] ceos,agree
[48] agree,ai
[48] ai,significantly
[48] significantly,change
[48] way,business
[48] business,next
[48] next,5
[48] 5,years

Top Word Pairs in Tweet in G4:
[290] chuka,umunna
[257] umunna,quit
[257] quit,labour
[257] labour,party
[257] party,order
[257] order,spend
[257] spend,more
[257] more,time
[257] time,primary
[257] primary,sponsor

Top Word Pairs in Tweet in G5:
[43] mna,report
[41] based,interviews
[41] interviews,600
[41] 600,corporate
[38] global,mna
[38] conjunction,mergermarket
[36] proud,launch
[36] launch,global
[29] mergermarket,based
[24] corporate,executives

Top Word Pairs in Tweet in G6:
[135] méxico,mete
[135] mete,top
[135] top,ten
[135] ten,exclusiva
[135] exclusiva,lista
[135] lista,países
[135] países,atractivos
[135] atractivos,invertir
[135] invertir,además
[135] además,japón

Top Word Pairs in Tweet in G7:
[49] kpmg,pwc
[48] private,dinner
[48] dinner,between
[48] between,deloitte
[48] deloitte,ey
[48] ey,kpmg
[48] pwc,chiefs
[48] chiefs,spotlight
[47] ian_fraser,private
[21] kevinhollinrake,pwc

Top Word Pairs in Tweet in G8:
[110] largest,economies
[110] 2050,1
[110] 1,china
[110] china,2
[110] 2,india
[110] india,3
[110] 4,indonesia
[110] indonesia,5
[110] 5,brazil
[110] brazil,6

Top Word Pairs in Tweet in G9:
[41] deloitte,pwc
[40] pwc,eynews
[40] eynews,kpmg
[19] bitcoin,putting
[19] putting,deloitte
[19] kpmg,out
[19] out,business
[19] business,three
[19] three,entry
[19] entry,accounting

Top Word Pairs in Tweet in G10:
[88] atractivos,invertir
[84] países,más
[84] más,atractivos
[84] invertir,mundo
[82] méxico,ocupa
[82] ocupa,noveno
[82] noveno,lugar
[82] lugar,entre
[82] entre,10
[82] 10,países

Top Replied-To
Top Replied-To in Entire Graph:
@pwc
@workwithrod
@ivanontech
@kevinhollinrake
@pwc_uk
@ap_pwc
@pwcadvisory
@paula_loop
@strongzerookaji
@robmccargow

Top Replied-To in G2:
@munir_alhaddad
@frronconi
@ipfconline1
@kkruse

Top Replied-To in G3:
@pwc
@pwcadvisory
@robmccargow
@pwcdigital
@pwcus
@fifinomics
@markbspiegel
@greatcrasho2018
@invresdynamics
@paula_loop

Top Replied-To in G4:
@retheauditors
@premnsikka
@andypeacock999
@angelarayner
@adamlangleben
@admiralowen
@aaronbastani
@snowglen
@davies_will
@chukaumunna

Top Replied-To in G5:
@pwc_uk
@pwc
@lee_wilkinson2
@kevinscottht
@mattcadden_pwc
@johnmcdonnellmp
@andy_woodfield
@emmacglover
@sanah1234567
@sueburrett1

Top Replied-To in G7:
@kevinhollinrake
@chukaumunna
@markmrkrho
@dfla56
@willesdengooner
@georgegalloway
@sam_swash
@brendanchilton
@symeonbrown
@honestchuka

Top Replied-To in G8:
@niksg7
@clausleblanc

Top Replied-To in G9:
@ivanontech
@auscryptotim
@versantventures
@taitai78787
@insacrypto
@thedevinewill
@mcyster
@natpaphat46
@prasadtakalkar
@transunioncibil

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@pwc
@gian_tcatt
@elgatopolitico_
@pwc_uk
@antgrasso
@ravikikan
@spectatorindex
@wmr43
@paula_piccard

Top Mentioned in G1:
@ksmokegangceo
@music2c
@souseman
@nm81g
@theincurablesmi
@cmpmediaempire
@tmichaelriddle
@valiantthorv
@viazcanv
@pwc_indonesia

Top Mentioned in G2:
@mikequindazzi
@pwc
@antgrasso
@ravikikan
@paula_piccard
@fisher85m
@worldtrendsinfo
@haroldsinnott
@clark_robotics
@fabriziobustama

Top Mentioned in G3:
@pwc
@pwcus
@stratandbiz
@greatcrasho2018
@pwcadvisory
@pwc_uk
@pwc_cy_press
@markbspiegel
@bmo
@mikequindazzi

Top Mentioned in G4:
@gian_tcatt
@0calamity
@nw_nicholas
@thtcclothing
@aaronbastani
@capitafailures
@evolvepolitics
@melaniekmelvin
@andypeacock999
@justmebeingme4

Top Mentioned in G5:
@pwc_uk
@mergermarket
@pwc_uk_careers
@marissapwc
@suzildavis
@thesundaytimes
@heatherm_obe
@carahaffey
@andy_woodfield
@robmccargow

Top Mentioned in G6:
@elgatopolitico_

Top Mentioned in G7:
@ian_fraser
@pwc
@kevinhollinrake
@gian_tcatt
@chukaumunna
@afshinrattansi
@economiamag
@olivershah
@renegade_inc

Top Mentioned in G8:
@spectatorindex
@federicolb
@geekyalgeria
@pwc
@hectoratarrabia
@clausleblanc

Top Mentioned in G9:
@deloitte
@pwc
@eynews
@kpmg
@pwc_spain
@ivanontech
@eletsonline
@egovmaharashtra
@finminindia
@ftfinancenews

Top Mentioned in G10:
@wmr43
@elgatopolitico_
@candys2835
@cirogomezl
@podemospueblo
@elbuho_88

Top Tweeters
Top Tweeters in Entire Graph:
@fantasysite
@jornalistavitor
@arkangelscrap
@sectest9
@resilient_ent
@diplomix
@superalitita
@ejlazar
@gwrhelp
@hbowo_vacatures

Top Tweeters in G1:
@fantasysite
@hbowo_vacatures
@vacaturebaan
@vacaturewerk
@politicalhedge
@eraser
@ecointernetdrgb
@yoshihiro3
@ghanafeeds
@viazcanv

Top Tweeters in G2:
@jornalistavitor
@arkangelscrap
@sectest9
@evankirstel
@gamergeeknews
@chidambara09
@lelkan
@calcaware
@richsimmondsza
@machinelearnflx

Top Tweeters in G3:
@resilient_ent
@lanacion
@italiastartup_
@hwinckelmann
@vanalich
@socialchangeaus
@plsde
@ceobillionaire
@socentlive
@adage

Top Tweeters in G4:
@roblwilson
@ligayaloyola
@rattlecans
@veniviedivici
@w_nicht
@suegray834
@otivar55
@starsparkle_uk
@justmebeingme4
@marionpfallon

Top Tweeters in G5:
@chicgibson
@malqahtani2011
@thetimes
@heraldscotland
@devon_hour
@terzima
@heathertowns
@cleanairlondon
@cornwallhour
@job_board_uk

Top Tweeters in G6:
@galarole08
@sapisimog
@cmendozafleury
@antoniodegante
@shutaro_mendo
@infoyconstruye
@titia_g
@ilovezapata
@mari_marab
@centauri_1

Top Tweeters in G7:
@johnjoechad
@kilsally
@carlfletcher15
@georgegalloway
@joaonunes67
@scotscouser
@naomilwood
@eric_stoly
@sabinenamba
@carbonsaveruk

Top Tweeters in G8:
@maybel65
@amoltikam
@sherryflrealtor
@mmnjug
@majed36aya
@myosh_mrmr
@ali_sa_proud
@mohamed_3ashry
@wiwinini
@mohammadido

Top Tweeters in G9:
@economictimes
@europapress
@mrityun02359258
@ft
@jmarinpu
@humannova
@ftfinancenews
@vips
@viviendafutura
@crypto_krill

Top Tweeters in G10:
@lbutronp
@qennin53
@fello53
@aleph349alfredo
@eccehomo777
@carmenacoleman
@sairalexa
@quiroz_71
@almamariamex
@chatoaca


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