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pwc_2020-08-02_06-57-37.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 02, 2020
Short Description:
pwc via NodeXL https://bit.ly/2BQF6QQ
@pwc
@pwc_uk
@pwc_in
@manuelpereyra
@premnsikka
@retheauditors
@ianbeckett
@pachecorpedro
@jasonrockwood
@vechaincat

Top hashtags:
#pwc
#ai
#covid19
#iot
#cybersecurity
#timestop50
#digitaltransformation
#microaggressions

Description:
Description
The graph represents a network of 5,800 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 Sunday, 02 August 2020 at 14:08 UTC.

The requested start date was Sunday, 02 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 4-day, 3-hour, 25-minute period from Tuesday, 28 July 2020 at 16:15 UTC to Saturday, 01 August 2020 at 19:40 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 : 5800
Unique Edges : 5946
Edges With Duplicates : 10627
Total Edges : 16573
Number of Edge Types : 5
Retweet : 2855
MentionsInRetweet : 5067
Tweet : 2327
Mentions : 4776
Replies to : 1548
Self-Loops : 2395
Reciprocated Vertex Pair Ratio : 0.0450572448602733
Reciprocated Edge Ratio : 0.0862292378372011
Connected Components : 1224
Single-Vertex Connected Components : 789
Maximum Vertices in a Connected Component : 3077
Maximum Edges in a Connected Component : 11612
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.319702
Graph Density : 0.000252391910614791
Modularity : 0.477608
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,800 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 Sunday, 02 August 2020 at 14:08 UTC.

The requested start date was Sunday, 02 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 4-day, 3-hour, 25-minute period from Tuesday, 28 July 2020 at 16:15 UTC to Saturday, 01 August 2020 at 19:40 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 : pwc
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:
[31] https://www.pwc.co.uk/who-we-are/annual-report/our-people.html
[31] https://messagearewa.com/the-first-female-northern-northern-at-pwc/
[22] https://economictimes.indiatimes.com/news/economy/foreign-trade/uttar-pradesh-ropes-in-pwc-for-identifying-product-categories-for-world-exports/articleshow/77278254.cms
[19] https://www.pwc.co.uk/the-eu-referendum/beyond-brexit-podcast-series.html?cq_ck=1564399419534?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND30-TTA5-CN_BeyondBrexit-PodcastEpisode28
[17] https://www.pwc.com/gx/en/services/audit-assurance/publications/global-top-100-companies.html
[17] https://www.pwc.com/tenyearstomidnight
[17] https://www.financialexpress.com/economy/up-exports-strategy-yogi-adityanath-govt-ropes-in-pwc-to-wrest-space-vacated-by-china/2039228/
[17] https://www.careersportal.co.za/company/pwc/bursaries-2020/pwc-bursary-opportunities-2021
[15] https://secure.actblue.com/donate/dav_website?refcode=dav_dd_ws_nat
[13] https://www.reverbnation.com/elangeorge?0&pwc%5Bbranded%5D=1

Top URLs in Tweet in G1:
[9] https://www.ukhaulier.co.uk/news/freight-logistics/ports/new-drone-technology-transforms-abps-asset-management-in-partnership-with-pwc-and-aerodyne/
[7] https://www.pwc.com.au/assurance/protecting-and-realising-the-value-of-digital-assets/the-next-wave-of-digital-trust-has-arrived.html
[7] https://www.pwc.com/us/en/industries/private-equity/library/quarterly-deals-insights.html?WT.mc_id=CT1-PL57-DM2-TR1-LS2-ND30-PR6-CN_DealsDayMid2020-
[7] https://www.pwc.com.au/important-problems/coronavirus-covid-19/returning-to-the-workplace-after-covid-19.html
[6] https://www.pwc.com/us/en/industries/banking-capital-markets/library/small-businesses-and-their-banks.html?WT.mc_id=CT1-PL57-DM2-TR1-LS2-ND7-PRG7-CN_FSFY21-
[6] https://typeshukatsu.jp/company/1095/
[5] https://www.pwc.in/services/deals/value-conservation-to-value-creation.html
[5] https://www.strategy-business.com/article/Creating-the-office-of-the-future?gko=04b17
[5] https://note.com/pgwebtest/n/n08e65fc34351
[4] https://www.hrdive.com/news/how-pwc-uses-gamification-to-support-learning-engagement/582440/

Top URLs in Tweet in G2:
[31] https://www.pwc.co.uk/who-we-are/annual-report/our-people.html
[17] https://www.pwc.co.uk/the-eu-referendum/beyond-brexit-podcast-series.html?cq_ck=1564399419534?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND30-TTA5-CN_BeyondBrexit-PodcastEpisode28
[12] https://www.paperturn-view.com/?pid=MTA104789&p=10
[11] https://www.pwc.co.uk/press-room/press-releases/Black-Lives-Matter-an-update-from-PwC-UK-Chairman-Kevin-Ellis.html
[10] https://www.applytracking.com/tp/rj6.X1sds.J_K
[9] https://www.techuk.org/insights/opinions/item/18208-how-can-blockchain-prove-supply-chains-are-environmentally-friendly
[9] https://www.applytracking.com/tp/rj6_0eO0v.J.K
[9] https://www.pwc.co.uk/services/consulting/purpose-led-business/purpose-driven-recovery-transformation-in-wake-of-cris.html
[8] https://www.pwc.co.uk/issues/real-assets/time-to-think-differently.html?WT.mc_id=CT1-PL52-DM3-TR3-LS4-ND30-TTA9-CN_RealAssetsThoughtPaper3
[8] https://www.pwc.co.uk/digitalfitness?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND21-TTA9-CN_DFA-

Top URLs in Tweet in G3:
[10] https://www.pwc.ch/en/services/digital/data-analytics/automation.html
[9] https://medium.com/@antgrasso/smart-contracts-adoption-value-for-enterprises-and-general-use-case-3c8303b387c3
[9] https://www.pwc.com/gx/en/services/audit-assurance/publications/global-top-100-companies.html
[7] https://www.pwc.in/assets/pdfs/consulting/technology/data-and-analytics/with-ai-s-great-power-comes-great-responsibility.pdf
[6] https://www.pwc.com/gx/en/consumer-markets/consumer-insights-survey/2019/report.pdf
[5] http://www.pwc.com/gx/en/industries/industrial-manufacturing/publications/advanced-supply-chain-capabilities-can-boost-supply-chain-resilience.html
[4] https://www.pwc.com/tenyearstomidnight
[4] https://www.compta-online.com/royaume-uni-les-plus-grands-cabinets-audit-sous-la-loupe-du-regulateur-ao4563
[3] http://www.pwc.com/gx/en/industries/industrial-manufacturing/publications/introduction-implementing-ai-manufacturing.html
[3] https://www.pwc.in/services/deals/value-conservation-to-value-creation.html

Top URLs in Tweet in G4:
[5] https://www.pwc.com/us/en/services/deals/industry-insights.html?WT.mc_id=CT1-PL57-DM2-TR1-LS2-ND30-PR6-CN_DealsDayMid2020-
[5] https://www.hrdive.com/news/how-pwc-uses-gamification-to-support-learning-engagement/582440/
[4] https://www.pwc.com/us/en/industries/private-equity/library/quarterly-deals-insights.html?WT.mc_id=CT1-PL57-DM2-TR1-LS2-ND30-PR6-CN_DealsDayMid2020-
[3] https://www.pwc.com/mx/es/productos/check-in.html?WT.mc_id=CT1-PL52-DM2-TR5-LS4-ND30-TTA9-CN_MXProductsFY21-TwTOr&eq=CT1-PL52-DM2-CN_MXProductsFY21-TwTOr
[3] https://retailers.mx/carlos-zegarra-de-pwc-la-posible-nueva-ola-de-contagios/
[3] http://www.pwc.com/gx/en/industries/industrial-manufacturing/publications/advanced-supply-chain-capabilities-can-boost-supply-chain-resilience.html
[3] https://pwc.smh.re/0W24
[3] https://www.pwc.com/tenyearstomidnight
[2] https://www.hrdive.com/news/invisible-disabilities-top-of-mind-for-employers-amid-return-to-work/582205/
[2] https://www.pwc.com/us/en/services/deals/industry-insights.html?WT.mc_id=CT1-PL52-DM2-TR1-LS2-ND30-PR6-CN_DealsDayMid2020-

Top URLs in Tweet in G5:
[5] https://sinmahs8291.blogspot.com/2019/06/truth-of-empowered-woman-iii-those-in.html?m=1
[3] https://ft.trib.al/frPYNjJ
[2] https://twitter.com/i/web/status/1281204168909348865
[1] https://sinmahs8291.blogspot.com/2019/04/truth-of-empowered-woman-ii-those-in.html
[1] https://www.virtual-volunteers.com/
[1] https://twitter.com/TheSSEIndia/status/1286609894636793856
[1] https://www.opensecrets.org.za/site/wp-content/uploads/CECR-Vol.-2_The-Auditors_Open-Secrets_July-2020.pdf
[1] https://www.youtube.com/watch?v=SRRsVgKJThA&feature=youtu.be

[1] https://twitter.com/Anurag_Office/status/1288885520861339648

Top URLs in Tweet in G6:
[1] https://www.pqmagazine.com/11-into-3000-doesnt-go/
[1] https://twitter.com/i/web/status/1289145389820588032
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3534039
[1] https://twitter.com/i/web/status/1289147371243397121
[1] https://twitter.com/i/web/status/1289148392883589120
[1] https://twitter.com/i/web/status/1289149781126918144
[1] https://twitter.com/i/web/status/1289152290218115072
[1] https://twitter.com/i/web/status/1289151517035921410
[1] https://twitter.com/i/web/status/1289094111555989505
[1] https://twitter.com/i/web/status/1289150914281054209

Top URLs in Tweet in G7:
[5] https://twitter.com/pachecorpedro/status/1289339471947685888
[3] https://twitter.com/pachecorpedro/status/1289186049302855680
[2] https://twitter.com/PwC_Venezuela/status/1288483427684167680
[2] https://prodavinci.com/teletrabajo-o-teleconfinamiento-un-reto-post-covid-19/
[2] http://confirmado.com.ve/opinan/longanimidad-ser-resiliente-es-necesario-pero-no-suficiente/
[2] https://ideas.pwc.es/archivos/20200729/los-modelos-epidemiologicos-no-estan-para-predecir-el-futuro-sino-para-cambiarlo/
[2] https://ideas.pwc.es/archivos/20200729/cinco-palancas-impulsar-fusiones-despues-covid-19/
[2] https://ideas.pwc.es/archivos/20200522/covid-19-una-hoja-de-ruta-para-el-consejo-de-administracion/
[1] https://twitter.com/azevedopaixao/status/1289223853311315968
[1] https://twitter.com/avdt11/status/1287898430396928000

Top URLs in Tweet in G8:
[2] https://moneymarketing.co.za/upskilling-talent-an-imperative-for-financial-services-firms/
[1] https://twitter.com/i/web/status/1288424720174645250
[1] https://www.lesechos.fr/idees-debats/cercle/reconsiderons-sans-tabou-le-role-de-laudit-legal-1226959
[1] https://www.pwc.fr/fr/vos-enjeux/people-organization.html
[1] https://www.pwc.fr/futurscroises
[1] https://www.pwc.fr/fr/espace-presse/communiques-de-presse/2020/juillet/global-consumer-insights-crise-sanitaire-comportement-consommateurs.html
[1] https://docs.ifaci.com/wp-content/uploads/2020/07/Guide-des-risques-cyber-Ifaci-2.0-2020.pdf
[1] https://www.pwc.co.za/en/events/family-business-lunch-hour-virtual-event.html?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=13825062-5660-42ca-bf9b-fb0fcdab5fe4&utm_campaign=socialmedia
[1] https://www.pwc.co.za/en/events/healthcare-virtual-event.html?utm_medium=email&utm_source=sharpspring&utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=284705ed-483a-4ec1-bcb1-dab9d170a3a5&utm_campaign=socialmedia
[1] http://ow.ly/AFx550Avjo4?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=5fe487b0-0153-4662-a6ea-7eaab6944f4e&utm_campaign=socialmedia

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1288847491627192325
[1] https://twitter.com/i/web/status/1288943756897652736
[1] https://twitter.com/i/web/status/1288858325619281920
[1] https://twitter.com/i/web/status/1288391354297585664
[1] https://twitter.com/i/web/status/1288392037956493313
[1] https://twitter.com/i/web/status/1288392708025982976
[1] https://twitter.com/i/web/status/1288393051187089408
[1] https://twitter.com/i/web/status/1288393345866366977
[1] https://twitter.com/i/web/status/1288393788210196481
[1] https://twitter.com/i/web/status/1288394153236275200

Top URLs in Tweet in G10:
[1] https://us02web.zoom.us/rec/play/6cYlcLj5rDM3HdCVswSDVqJ6W46_J_2s1iEarvQEnRvhW3NQY1KuYbJDZOvNnE9AkuN0FJ_u8iVHioV1
[1] https://twitter.com/babetrayal/status/1288479330130165762
[1] https://twitter.com/shonareynolds75/status/1287926825830711296
[1] https://twitter.com/Dallasmcintosh/status/1287955863307726849
[1] https://twitter.com/dancarter_70/status/1287909173649387521

Top Domains
Top Domains in Tweet in Entire Graph:
[876] pwc.com
[693] twitter.com
[191] co.uk
[183] smh.re
[105] reverbnation.com
[71] dy.si
[69] com.au
[51] t.co
[49] linkedin.com
[44] pwc.es

Top Domains in Tweet in G1:
[283] pwc.com
[182] twitter.com
[64] smh.re
[35] reverbnation.com
[33] com.au
[31] dy.si
[28] linkedin.com
[23] co.uk
[21] theguardian.com
[9] pwc.es

Top Domains in Tweet in G2:
[151] co.uk
[109] twitter.com
[90] pwc.com
[50] t.co
[39] applytracking.com
[27] dy.si
[26] com.au
[25] smh.re
[14] com.cy
[12] paperturn-view.com

Top Domains in Tweet in G3:
[97] pwc.com
[64] twitter.com
[16] pwc.in
[16] pbynd.co
[12] smh.re
[10] pwc.ch
[9] medium.com
[4] co.uk
[4] compta-online.com
[3] dy.si

Top Domains in Tweet in G4:
[307] pwc.com
[28] twitter.com
[7] hrdive.com
[7] dy.si
[4] linkedin.com
[4] smh.re
[3] retailers.mx
[2] applytracking.com
[1] forbes.com
[1] com.au

Top Domains in Tweet in G5:
[6] blogspot.com
[4] twitter.com
[3] trib.al
[1] virtual-volunteers.com
[1] org.za
[1] youtube.com

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

Top Domains in Tweet in G7:
[20] twitter.com
[8] pwc.es
[5] strategy-business.com
[5] pwc.com
[2] prodavinci.com
[2] com.ve
[1] google.com
[1] youtu.be

Top Domains in Tweet in G8:
[5] co.za
[4] twitter.com
[4] pwc.fr
[2] efl.fr
[1] lesechos.fr
[1] ifaci.com
[1] ow.ly
[1] zoom.us
[1] make.org
[1] polypoint.ch

Top Domains in Tweet in G9:
[21] twitter.com
[1] youtube.com
[1] vechain101.com

Top Domains in Tweet in G10:
[4] twitter.com
[1] zoom.us

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[403] pwc
[263] ai
[190] covid19
[140] iot
[89] cybersecurity
[77] timestop50
[77] digitaltransformation
[73] microaggressions
[58] consumers
[58] machinelearning



Top Hashtags in Tweet in G1:
[48] pwc
[23] summerinternship
[15] covid19
[15] virtualinternship
[14] pwcadvance
[11] cybersecurity
[11] pwcstart
[8] remoteworksurvey
[8] emergingstronger
[8] consumer

Top Hashtags in Tweet in G2:
[77] timestop50
[70] microaggressions
[56] covid19
[49] ai
[35] pwc
[24] 10years2midnight
[22] upskilling
[21] cybersecurity
[21] brexit
[20] pwcproud

Top Hashtags in Tweet in G3:
[187] ai
[151] pwc
[125] iot
[61] digitaltransformation
[56] consumers
[54] selfdrivingcars
[50] autonomousvehicle
[45] 4ir
[40] covid19
[40] infographic

Top Hashtags in Tweet in G4:
[28] cybersecurity
[20] pwc
[19] emergestronger
[19] supplychain
[15] remotework
[10] strategy
[10] futureofwork
[9] tax
[8] newworldnewskills
[8] manufacturers

Top Hashtags in Tweet in G5:
[5] jasonsparaga
[5] bonnielysyk
[5] elisabethzimmermann
[5] kristianknibutat
[5] georgesoleas
[5] danmcgrath
[5] jamesmaclellan
[5] dougwilkinson
[3] socialenterprise
[3] covid19

Top Hashtags in Tweet in G6:
[1] petropavlovsk
[1] lcf

Top Hashtags in Tweet in G7:
[10] 31julio
[9] longanimidad
[8] pwc
[8] ucv
[7] pwcvenezuelaprogramagerencial
[7] covid
[7] sihayfuturo
[6] pwcvenezuela85años
[6] hoy
[6] jueves

Top Hashtags in Tweet in G8:
[10] letsgofrance
[6] pwcshine
[5] pwcproud
[4] covid19
[4] genderbasedviolence
[4] 1jeune1solution
[3] pwc
[3] reconstruire
[3] risques
[3] cyber

Top Hashtags in Tweet in G9:
[39] vet
[38] vechain
[21] briba
[21] brightcode
[21] mycare
[21] mystory
[21] dnvgl
[21] oce
[21] carboncredits
[21] pwc

Top Hashtags in Tweet in G10:
[18] fireandrehire
[11] babetrayal
[8] borisact
[8] backbaworkers
[5] esg
[5] sustainablefinance
[3] nationaldisgrace
[3] bastopthinkagain
[2] barbaric
[1] handbacktheslots

Top Words
Top Words in Tweet in Entire Graph:
[2410] pwc
[709] gt
[521] pwc_uk
[497] more
[409] #pwc
[392] work
[307] global
[287] people
[286] mikequindazzi
[279] accountancy

Top Words in Tweet in G1:
[486] pwc
[97] more
[50] learn
[48] find
[48] #pwc
[47] pandemic
[46] business
[45] shares
[44] work
[43] covid

Top Words in Tweet in G2:
[455] pwc_uk
[192] work
[188] pwc
[172] more
[169] people
[155] see
[118] great
[116] women
[107] inclusive
[106] culture

Top Words in Tweet in G3:
[648] gt
[424] pwc
[279] mikequindazzi
[187] #ai
[152] #pwc
[125] #iot
[122] antgrasso
[90] cc
[86] fisher85m
[76] ht

Top Words in Tweet in G4:
[97] pwc
[56] more
[55] learn
[55] pwc_mexico
[54] find
[47] pwcus
[37] people
[37] work
[35] global
[33] take

Top Words in Tweet in G5:
[15] pwc
[8] narendramodi
[6] brockuniversity
[6] goodmanschool
[6] realdonaldtrump
[6] wef
[6] liveaction
[6] march_for_life
[6] mastercard
[6] eynews

Top Words in Tweet in G6:
[258] accountancy
[130] four
[130] firms
[129] premnsikka
[129] colour
[129] 11
[129] total
[129] 3000
[129] partners
[129] big

Top Words in Tweet in G7:
[168] pachecorpedro
[148] pwc_venezuela
[137] pwc
[105] hoy
[97] 85
[89] programa
[86] día
[86] felicitaciones
[86] ejecutivo
[50] participantes

Top Words in Tweet in G8:
[30] pwc_france
[24] pwc_za
[21] pwc
[11] rocketschoolfr
[10] président
[10] insight
[10] womenofabasajhb
[10] rfchambers
[10] audit
[10] chief

Top Words in Tweet in G9:
[155] dnv
[155] gl
[134] pwc
[60] deloitte
[56] working
[56] big
[56] enterprises
[56] help
[56] serve
[56] customers

Top Words in Tweet in G10:
[31] pwc_uk
[20] british_airways
[18] #fireandrehire
[16] associated
[14] goldmansachs
[14] plans
[13] marksandspencer
[13] happy
[13] give
[12] babetrayal

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[425] gt,gt
[159] dnv,gl
[145] covid,19
[137] big,four
[129] colour,accountancy
[129] accountancy,11
[129] 11,total
[129] total,3000
[129] 3000,partners
[129] partners,big

Top Word Pairs in Tweet in G1:
[38] entry,level
[38] level,programs
[35] covid,19
[32] learn,more
[26] libor,require
[26] require,additional
[26] additional,considerations
[26] considerations,current
[26] current,systems
[26] systems,processes

Top Word Pairs in Tweet in G2:
[104] inclusive,culture
[101] create,inclusive
[78] great,see
[75] see,pwc_uk
[75] pwc_uk,named
[71] listening,people
[71] people,speak
[70] work,create
[68] speak,#microaggressions
[61] part,work

Top Word Pairs in Tweet in G3:
[412] gt,gt
[109] gt,#pwc
[86] antgrasso,fisher85m
[84] #pwc,mikequindazzi
[59] mikequindazzi,gt
[58] mikequindazzi,cc
[57] #iot,#ai
[56] cc,antgrasso
[54] #ai,#selfdrivingcars
[50] 46,#consumers

Top Word Pairs in Tweet in G4:
[27] learn,more
[15] corporate,directors
[14] regreso,trabajo
[14] libor,require
[14] require,additional
[14] additional,considerations
[14] considerations,current
[14] current,systems
[14] systems,processes
[13] index,find

Top Word Pairs in Tweet in G5:
[6] brockuniversity,goodmanschool
[6] goodmanschool,realdonaldtrump
[6] liveaction,march_for_life
[6] mastercard,eynews
[6] liberal_party,cpc_hq
[6] eycanada,icicibank
[6] pwc,deloitte
[5] cpc_hq,mastercardca
[5] mastercardca,eycanada
[5] icicibank,cantirecorp

Top Word Pairs in Tweet in G6:
[129] colour,accountancy
[129] accountancy,11
[129] 11,total
[129] total,3000
[129] 3000,partners
[129] partners,big
[129] big,four
[129] four,accountancy
[129] accountancy,firms
[129] firms,black

Top Word Pairs in Tweet in G7:
[85] programa,ejecutivo
[72] pwc,85
[61] ejecutivo,pwc
[43] hoy,día
[43] pachecorpedro,felicitaciones
[43] día,hoy
[42] participantes,programa
[36] pwc,venezuela
[36] pachecorpedro,hoy
[32] 100,participantes

Top Word Pairs in Tweet in G8:
[9] par,pwc_france
[9] pwc,governance
[9] governance,insight
[9] insight,center
[9] center,published
[9] published,timely
[9] timely,piece
[9] piece,engaging
[9] engaging,audit
[9] audit,committee

Top Word Pairs in Tweet in G9:
[155] dnv,gl
[60] pwc,deloitte
[56] working,big
[56] big,enterprises
[56] enterprises,dnv
[56] gl,pwc
[56] deloitte,help
[56] help,serve
[56] serve,customers
[56] customers,dnv

Top Word Pairs in Tweet in G10:
[15] associated,british_airways
[13] goldmansachs,marksandspencer
[13] marksandspencer,pwc_uk
[13] pwc_uk,happy
[13] happy,associated
[13] british_airways,#fireandrehire
[13] #fireandrehire,plans
[13] plans,give
[12] babetrayal,goldmansachs
[8] thalesuk,jpmorgan

Top Replied-To
Top Replied-To in Entire Graph:
@pwc_haruko
@pwc_mgt
@__gmyxx
@rua_pwc
@pwc
@zinseiyeezyyy
@s4n9t4e_is_0k
@4lr6s
@illkillandlove
@davidtransfo

Top Replied-To in G1:
@impactbballva

Top Replied-To in G2:
@pwc
@strategyand
@gwillmer_pwc
@robmccargow
@pwc_uk
@ajb338
@echarlesworth81
@lee_wilkinson2
@ellieraven_pwc
@rho_day

Top Replied-To in G3:
@pwc
@tebza_nc
@lauraashleyuk
@agatonmaurice
@macky284
@bititendai
@tradediversion
@posocoindia
@serge_heripel
@toptal

Top Replied-To in G4:
@simondolan
@neolibben
@dumbjamie
@badabacus

Top Replied-To in G5:
@business
@opensecretsza
@ravik00007
@daniellecc10
@financialpost
@harvardbiz
@wsj
@avigyansingh18
@aekins1
@amitabhk87

Top Replied-To in G6:
@davidtransfo
@bbm010
@retheauditors

Top Replied-To in G7:
@pachecorpedro
@pwc_venezuela
@luismfreites
@mariac1964
@jojagarcia
@nievesrod1970
@3berth
@blairsheppard
@eac_ucv
@azevedopaixao

Top Replied-To in G8:
@cyrilpdg
@rfchambers
@taf_moyo_
@remogp
@kpmg
@abasaforum
@pwc_za
@aamolemosegoe
@noniitikana
@ter_metz_lux

Top Replied-To in G9:
@sertac20

Top Replied-To in G10:
@laraff151
@ejrainfordbrent

Top Mentioned
Top Mentioned in Entire Graph:
@pwc
@pwc_uk
@mikequindazzi
@pachecorpedro
@pwc_venezuela
@premnsikka
@antgrasso
@fisher85m
@bitc
@pwc_spain

Top Mentioned in G1:
@workport_job
@cpardo2015
@ebulueelijah
@hub_resource
@inouyesusan
@enelinterin
@presseportal_ch
@carrolltrusts

Top Mentioned in G2:
@pwc_uk
@pwc
@bitc
@gwillmer_pwc
@kevinjdellis
@ajb338
@strategyand
@blairsheppard
@allisonjbrooks
@ollynelson

Top Mentioned in G3:
@pwc
@mikequindazzi
@antgrasso
@fisher85m
@thinksysinc
@ronald_vanloon
@pwc_in
@kpmg
@ssi_innovations
@labordeolivier

Top Mentioned in G4:
@pwc_mexico
@pwcus
@bhushansethi1
@disabilityin
@pwc
@mauricio2864
@paulleinwand
@carasapilar
@pwctax
@hrdive

Top Mentioned in G5:
@narendramodi
@brockuniversity
@goodmanschool
@realdonaldtrump
@wef
@liveaction
@march_for_life
@mastercard
@eynews
@liberal_party

Top Mentioned in G6:
@premnsikka
@retheauditors
@4xrevenue
@pwc
@bbm010
@davidtransfo

Top Mentioned in G7:
@pachecorpedro
@pwc_venezuela
@azevedopaixao
@manuelpereyra
@luismfreites
@eac_ucv
@jojagarcia
@gca_consultores
@mariac1964
@amaruliendo

Top Mentioned in G8:
@pwc_france
@pwc_za
@womenofabasajhb
@rocketschoolfr
@nhlamudlomu
@fabacademic
@kpmg
@rfchambers
@shirley_machaba
@bernardgainnier

Top Mentioned in G9:
@vechainthorcom
@vechaincat
@ckjcryptonews
@boscocrypto
@sertac20
@creatingvaluab1

Top Mentioned in G10:
@pwc_uk
@british_airways
@goldmansachs
@marksandspencer
@babetrayal
@hsbc_uk
@zara
@diageogb
@barclaysuk
@borisjohnson

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@market_screener
@sectest9
@yuki_nagase
@kenyapower_care
@myfavoritescene
@engineersday
@robre62
@british_airways
@atsocialmediauk

Top Tweeters in G1:
@cas_2050001283
@market_screener
@yuki_nagase
@engineersday
@bankingnewsgr
@kana_ogawa
@thn24
@yoshiki7111
@kmjeezy
@rvp

Top Tweeters in G2:
@atsocialmediauk
@guardian
@calcaware
@smeuks
@stephencgill
@chicagotribune
@thelakesguide
@mrtallerjerry
@ccprakay
@aroguden

Top Tweeters in G3:
@sectest9
@chidambara09
@evankirstel
@tess_blue815
@lesechos
@andrewmorrisuk
@trippbraden
@nicochan33
@vivmilano
@shicooks

Top Tweeters in G4:
@cybersec_feeds
@el_universal_mx
@ottlegalrebels
@fleejack
@azn_cybersleuth
@jldercle
@race2diversity
@sardimperium
@conversationedu
@cybazesocial

Top Tweeters in G5:
@ndtv
@business
@reuters
@foxnews
@ani
@nationalpost
@wsj
@ft
@ap
@pib_india

Top Tweeters in G6:
@wildwalkerwoman
@shipa123
@paulpaul49
@nikt50
@toddy19
@vesperuk
@kingsmeadmrt
@dance_daffodil
@stillawake
@fascinatorfun

Top Tweeters in G7:
@superconfirmado
@venezolanocomum
@bancaynegocios
@marielallovera
@henkelgarcia
@crez607
@raulgilarias
@opslt79
@ciprianaramoso
@sarrescate

Top Tweeters in G8:
@aloysius2012
@umkhlaif
@pierrecappelli
@athigah
@digital_ladies
@mmmagza
@basie_gama
@ter_metz_lux
@gouvernementfr
@tantiefubu

Top Tweeters in G9:
@lewinni
@mr_hillard
@dmunafo
@xrpnews_
@ryanben77
@ckjcryptonews
@stuart68077797
@oscarp440trader
@kylecarter11
@jorgegarciade16

Top Tweeters in G10:
@british_airways
@marksandspencer
@cocacola
@barclaysuk
@hsbc_uk
@skysportsnews
@domhalps
@juliejayarrow1
@zara
@jolaburnett


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