pwc, Twitter, 3/20/2019 6:30:49 PM, 191074


FAQ | Problem?

pwc_2019-03-20_05-16-21.xlsx
pwc_2019-03-20_05-16-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 20, 2019
Short Description:
pwc via NodeXL http://bit.ly/2TZSV6y
@pwc
@statecaptureupd
@pwc_uk
@sowetanlive
@mikequindazzi
@bdlivesa
@tjbbotha
@pwc_france
@timothy_f_ryan
@businesslivesa

Top hashtags:
#pwc
#ai
#iot
#fintech
#bigdata
#machinelearning
#brexit
#steinhoff
#globalsolutions

Description:
Description
The graph represents a network of 4,640 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, 20 March 2019 at 12:17 UTC.

The requested start date was Tuesday, 19 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 2-day, 16-hour, 41-minute period from Saturday, 16 March 2019 at 07:19 UTC to Tuesday, 19 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 : 4640
Unique Edges : 6867
Edges With Duplicates : 2448
Total Edges : 9315
Number of Edge Types : 3
Mentions : 7378
Replies to : 456
Tweet : 1481
Self-Loops : 1481
Reciprocated Vertex Pair Ratio : 0.0302892624564592
Reciprocated Edge Ratio : 0.0587975892988388
Connected Components : 800
Single-Vertex Connected Components : 524
Maximum Vertices in a Connected Component : 2909
Maximum Edges in a Connected Component : 7171
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.850198
Graph Density : 0.000316051690688392
Modularity : 0.660802
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[164] https://www.businesslive.co.za/bd/companies/retail-and-consumer/2019-03-15-steinhoff-executives-inflated-profits-by-more-than-r100bn-pwc-finds/
[116] https://www.sowetanlive.co.za/news/south-africa/2019-03-15-steinhoff-executives-inflated-profits-by-more-than-r100bn-pwc-finds/
[33] https://event.webcasts.com/starthere.jsp?ei=1236229&tp_key=e92a097b32?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND30-TTA5-CN_IntelligentDigital-Votes
[28] https://www.pwc.com/commonpurpose
[26] https://www.reuters.com/article/us-pwc-fdic-settlement/pwc-to-pay-335-million-over-failed-audits-of-alabamas-colonial-bank-u-s-regulator-idUSKCN1QW2HU
[24] 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
[18] https://www.pwc.com/us/en/consumermarkets/assets/consumer-markets-retail-evolution.pdf?utm_content=bufferb0f01&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://www.fin24.com/Companies/Retail/the-top-5-things-to-know-about-the-pwc-report-into-steinhoff-and-the-questions-that-still-remain-20190318
[11] https://www.pwc.com/us/en/industries/financial-services/library/libor-end.html
[11] https://www.americanbanker.com/news/pwc-reaches-335m-settlement-on-audit-of-failed-bank-admits-no-guilt

Top URLs in Tweet in G1:
[7] https://www.pwc.com/commonpurpose
[5] https://www.fin24.com/Companies/Retail/the-top-5-things-to-know-about-the-pwc-report-into-steinhoff-and-the-questions-that-still-remain-20190318
[4] https://www.businesslive.co.za/bd/companies/retail-and-consumer/2019-03-15-steinhoff-executives-inflated-profits-by-more-than-r100bn-pwc-finds/
[4] https://www.reuters.com/article/us-pwc-fdic-settlement/pwc-to-pay-335-million-over-failed-audits-of-alabamas-colonial-bank-u-s-regulator-idUSKCN1QW2HU
[4] https://www.reverbnation.com/johnie_jupiter/song/28215293-anything?0&pwc%5Bbranded%5D=1
[4] https://www.reverbnation.com/JupiterRisingmusic/song/30418113-strongman?0&pwc%5Bbranded%5D=1
[4] http://www.fin24.com/
[4] https://www.expertbibliotheek.nl/rapport/pwc/insurance-trends-2019/5787?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.pwc.com/ca/en/industries/real-estate/emerging-trends-in-real-estate-2019.html
[4] https://www.reverbnation.com/open_graph/song/22015082?pwc%5Bbranded%5D=1

Top URLs in Tweet in G2:
[19] https://www.pwc.com/commonpurpose
[6] https://www.pwc.com.cy/ceosurvey
[4] https://www.global-solutions.international/
[3] https://tbri.com/blog/pwc-experience-center-three-years-later/
[3] https://www.digitalpulse.pwc.com.au/smart-cities-government-business-model/
[3] https://digital.pwc.com/performance-analyzer
[3] https://www.techrepublic.com/article/nearly-80-of-global-organizations-dont-prioritize-female-advancement-in-the-workplace/
[3] https://www.pwc.com/gx/en/ceo-agenda/ceosurvey/2019/themes/banking-capital-markets-trends.html
[3] http://www.forschungsgipfel.de/
[2] https://t.co/UmSI23WZ6R

Top URLs in Tweet in G3:
[24] 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
[18] https://www.pwc.com/us/en/consumermarkets/assets/consumer-markets-retail-evolution.pdf?utm_content=bufferb0f01&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.pwc.com/blockchainsurvey
[8] 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
[7] https://www.pwc.in/assets/pdfs/publications/2017/new-age-insurers-are-technology-and-data-driven.pdf
[6] https://www.pwc.com/us/en/financial-services/research-institute/assets/pwc-fsi-top-issues-2018.pdf?utm_content=buffer06482&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.pwc.ru/ru/publications/essential-emerging-technologies-internet-of-things.pdf?utm_content=buffer84aa1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.pwc.com/us/en/advisory-services/publications/consumer-intelligence-series/pwc-consumer-intelligence-series-customer-experience.pdf
[5] http://usblogs.pwc.com/emerging-technology/a-primer-on-blockchain-infographic/
[4] https://www.pwc.com/us/en/services/consulting/library/unlocking-automation-value.html?WT.mc_id=CT10-PL102-DM2-TR1-LS4-ND30-TTAT2-CN_xLoSAutomation-mquisocial&eq=mqui_int

Top URLs in Tweet in G4:
[32] https://event.webcasts.com/starthere.jsp?ei=1236229&tp_key=e92a097b32?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND30-TTA5-CN_IntelligentDigital-Votes
[9] https://www.pwc.co.uk/the-eu-referendum/beyond-brexit-insights/brexit-extension-financial-services.html
[9] https://www.pwc.co.uk/press-room/press-releases/pwc-comments-on-decision-to-ask-eu-for-short-extension.html
[6] https://www.applytracking.com/tp/rj6-pA2em-J_K
[5] https://inside-out.org/the-list/
[4] https://www.pwc.co.uk/webcasts/2019-03-Brexit.html?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND30-TTA5-CN_BeyondBrexit-BrexitWebcast
[4] https://www.pwc.co.uk/private-business-private-clients/family-business/family-business-road-trip-2019.html
[3] https://www.applytracking.com/tp/rj6_pTMV5-J-K
[3] https://twitter.com/pauljnorbury/status/1105527024796532736
[2] https://twitter.com/CreativeBloq/status/1107235194795425792

Top URLs in Tweet in G5:
[7] https://www.fin24.com/Companies/Retail/the-top-5-things-to-know-about-the-pwc-report-into-steinhoff-and-the-questions-that-still-remain-20190318
[6] http://www.fin24.com/
[5] https://www.faz.net/aktuell/finanzen/finanzmarkt/pruefbericht-macht-milliardenbetrug-bei-steinhoff-amtlich-16094193.html
[5] https://www.businesslive.co.za/bd/companies/retail-and-consumer/2019-03-15-steinhoff-executives-inflated-profits-by-more-than-r100bn-pwc-finds/
[3] https://www.businesslive.co.za/fm/opinion/editors-note/2019-03-13-rob-rose-brace-for-pwcs-steinhoff-report/
[3] https://www.dailymaverick.co.za/article/2019-03-17-pwcs-steinhoff-report-suggests-profit-was-boosted-by-r106bn-in-seven-years?utm_content=buffer5d640&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://twitter.com/Richards_Karin/status/1106600149290307584
[2] https://www.fin24.com/Companies/steinhoff-former-chairman-wiese-says-pwc-report-supports-his-multi-billion-rand-claim-20190318
[2] https://www.businesslive.co.za/bd/companies/retail-and-consumer/2019-03-18-steinhoff-shares-jump-on-pwc-report/
[2] https://www.businesslive.co.za/bd/companies/retail-and-consumer/2019-03-18-pwc-report-lifts-steinhoff-stock-in-frankfurt/

Top URLs in Tweet in G6:
[6] https://www.wsj.com/articles/the-chairman-who-has-made-race-relations-a-business-matter-11552483800
[5] https://www.pwc.com/us/en/industries/financial-services/library/libor-end.html
[4] https://www.forbes.com/sites/amitymillhiser/2019/03/06/three-ways-to-prepare-your-business-for-the-fourth-industrial-revolution/#3134c3676fa8
[3] https://lnkd.in/dha4CKy
[3] https://m.facebook.com/117486184983350/posts/2118795134852435?sfns=mo
[2] https://www.pwc.com/us/en/services/risk-assurance/library/controlled-substance-monitoring-opioid-crisis.html
[2] https://www.pwc.com/us/en/cfodirect/newsletters/accounting-reporting-03142019.html?WT.mc_id=CT1-PL52-DM2-TR1-LS3-ND30-TTA9-CN_cfod-social-weekly-newsletter-03142019-&eq=CT1-PL52-DM2-CN_cfod-social-weekly-newsletter-03142019
[2] https://www.pwc.com/us/en/cfodirect/publications/comment-letter-fasb/fasb-cecl-fair-value-option.html
[2] https://dy.si/3xBEN
[2] https://dy.si/M3R35

Top URLs in Tweet in G7:
[108] https://www.sowetanlive.co.za/news/south-africa/2019-03-15-steinhoff-executives-inflated-profits-by-more-than-r100bn-pwc-finds/
[1] https://twitter.com/i/web/status/1106839897518817280
[1] https://twitter.com/i/web/status/1106837733450940416

Top URLs in Tweet in G8:
[22] https://www.reuters.com/article/us-pwc-fdic-settlement/pwc-to-pay-335-million-over-failed-audits-of-alabamas-colonial-bank-u-s-regulator-idUSKCN1QW2HU
[10] https://www.americanbanker.com/news/pwc-reaches-335m-settlement-on-audit-of-failed-bank-admits-no-guilt
[7] https://www.afr.com/business/accounting/pwc-looks-to-remove-conflict-issues-around-payments-to-former-partners-20190315-h1cf65
[1] http://www.steinhoffinternational.com/downloads/2019/overview-of-forensic-investigation.pdf
[1] https://www.cipfa.org/policy-and-guidance/technical-panels-and-boards/cipfa-lasaac-local-authority-code-board/whos-on-this-board
[1] https://twitter.com/i/web/status/1106701792526716929
[1] https://www.bbc.co.uk/news/world-asia-india-42662259
[1] https://www.bloomberg.com/news/articles/2019-03-15/pwc-to-pay-335-million-in-settlement-over-audits-of-failed-bank
[1] https://twitter.com/i/web/status/1106882102572843013
[1] https://economia.icaew.com/news/march-2019/kpmg-faces-patisserie-valerie-shareholder-suit

Top URLs in Tweet in G9:
[85] https://www.businesslive.co.za/bd/companies/retail-and-consumer/2019-03-15-steinhoff-executives-inflated-profits-by-more-than-r100bn-pwc-finds/
[4] https://www.businesslive.co.za/bd/companies/retail-and-consumer/2019-03-18-steinhoff-shares-jump-on-pwc-report/
[2] https://www.businesslive.co.za/bd/companies/retail-and-consumer/2019-03-18-pwc-report-lifts-steinhoff-stock-in-frankfurt/
[1] https://www.sowetanlive.co.za/news/south-africa/2019-03-15-steinhoff-executives-inflated-profits-by-more-than-r100bn-pwc-finds/
[1] https://twitter.com/i/web/status/1106598126540984320

Top URLs in Tweet in G10:
[2] https://pwcch.smh.re/Ofv
[2] https://twitter.com/J_Parkhouse_PwC/status/1107581746621624320
[1] https://twitter.com/i/web/status/1106850360650620928
[1] https://pwcch.smh.re/Ofx
[1] https://pwcch.smh.re/Of_
[1] https://pwcch.smh.re/Og1
[1] https://pwcch.smh.re/Oft
[1] https://luxembourgservicejam.splashthat.com/
[1] http://delano.lu/d/detail/news/business-woman-year-call-applications/203958
[1] https://www.strategy-business.com/blog/Shopping-by-Voice-a-Hard-Sell-for-Consumers?gko=6b331

Top Domains
Top Domains in Tweet in Entire Graph:
[426] twitter.com
[327] co.za
[279] pwc.com
[228] reverbnation.com
[203] smh.re
[163] dy.si
[72] co.uk
[44] reuters.com
[33] webcasts.com
[27] fin24.com

Top Domains in Tweet in G1:
[130] reverbnation.com
[93] twitter.com
[45] pwc.com
[24] dy.si
[20] smh.re
[17] co.za
[13] co.uk
[13] reuters.com
[12] fin24.com
[11] accountingtoday.com

Top Domains in Tweet in G2:
[120] smh.re
[52] twitter.com
[43] pwc.com
[25] t.co
[8] global-solutions.international
[8] dy.si
[6] com.cy
[4] linkedin.com
[4] lnkd.in
[4] com.au

Top Domains in Tweet in G3:
[104] pwc.com
[47] twitter.com
[17] pwc.in
[7] moneyhealthfinance.com
[5] pwc.ru
[5] co.uk
[3] bizztor.com
[3] infographicdesignteam.com
[2] thedigitalenterprise.com
[2] pwc.fr

Top Domains in Tweet in G4:
[66] twitter.com
[43] co.uk
[32] webcasts.com
[16] applytracking.com
[14] radian6.com
[11] pwc.com
[11] smh.re
[5] inside-out.org
[4] blogs.com
[3] youtube.com

Top Domains in Tweet in G5:
[30] co.za
[25] twitter.com
[15] fin24.com
[5] faz.net
[1] steinhoffinternational.com
[1] pwc.com

Top Domains in Tweet in G6:
[116] dy.si
[21] pwc.com
[17] twitter.com
[6] wsj.com
[4] lnkd.in
[4] forbes.com
[3] facebook.com
[2] linkedin.com
[2] nrf.com
[1] bloombergtax.com

Top Domains in Tweet in G7:
[108] co.za
[2] twitter.com

Top Domains in Tweet in G8:
[22] reuters.com
[10] americanbanker.com
[7] afr.com
[5] twitter.com
[1] steinhoffinternational.com
[1] cipfa.org
[1] co.uk
[1] bloomberg.com
[1] icaew.com

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

Top Domains in Tweet in G10:
[26] smh.re
[7] twitter.com
[4] pwc.com
[3] pwc.lu
[1] splashthat.com
[1] delano.lu
[1] strategy-business.com
[1] paperjam.lu
[1] swisslendingconference.com
[1] sumall.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[452] pwc
[443] ai
[183] iot
[144] fintech
[142] bigdata
[128] machinelearning
[119] brexit
[114] steinhoff
[103] globalsolutions
[97] dataanalytics



Top Hashtags in Tweet in G1:
[53] pwc
[12] steinhoff
[12] music
[10] blockchain
[10] ai
[10] brexit
[8] rock
[7] jobs
[7] hr
[7] globalsolutions

Top Hashtags in Tweet in G2:
[82] globalsolutions
[69] christchurch
[39] ceosurvey
[17] ygc19
[17] transformation
[15] insurance
[14] purpose
[14] ai
[13] pwc
[11] financialservices

Top Hashtags in Tweet in G3:
[397] ai
[277] pwc
[167] iot
[139] fintech
[133] bigdata
[121] machinelearning
[94] dataanalytics
[78] futureofwork
[75] deeplearning
[74] datascience

Top Hashtags in Tweet in G4:
[90] brexit
[31] beyondbrexit
[22] timetoact
[20] article50
[18] familybizroadtrip
[13] pwc
[10] mentalhealth
[8] webcast
[7] pwcproud
[6] smashthestigma

Top Hashtags in Tweet in G5:
[69] steinhoff
[18] sindisomagaqa
[5] loadshedding
[4] enca
[3] pwc
[2] mlulekindobe
[2] salga
[1] securitytoken
[1] crypto
[1] christowiese

Top Hashtags in Tweet in G6:
[22] teampwc
[21] pwcproud
[10] data
[9] emergingtech
[9] washington
[8] netneutrality
[8] policy
[8] tech
[7] 4ir
[7] iot

Top Hashtags in Tweet in G7:
[5] steinhoff
[1] southafrica
[1] deloitte

Top Hashtags in Tweet in G8:
[6] audit
[6] pwc
[5] patisserievalerie
[3] steinhoff
[2] kpmg
[1] revenuerecognition
[1] whatisfeeforservice
[1] tesla
[1] localgov
[1] jdclassics

Top Hashtags in Tweet in G9:
[8] vbs
[1] steinhoff
[1] picinquiry

Top Hashtags in Tweet in G10:
[23] luxembourg
[16] ceosurvey
[14] ceos
[13] securitytoken
[13] crypto
[9] brexit
[6] pwc
[4] ico
[4] sto
[4] pwcblog

Top Words
Top Words in Tweet in Entire Graph:
[2566] Words in Sentiment List#1: Positive
[1887] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[105260] Non-categorized Words
[109713] Total Words
[2984] pwc
[2148] gt
[689] s
[664] steinhoff
[642] mikequindazzi

Top Words in Tweet in G1:
[381] pwc
[84] out
[82] steinhoff
[69] check
[54] 2019
[47] report
[46] s
[41] more
[40] gt
[38] over

Top Words in Tweet in G2:
[438] pwc
[246] s
[109] bob_moritz
[93] global
[85] areeb
[83] ahmed
[82] globalsolutions
[82] glob_solutions
[80] pwc_nz
[76] friday

Top Words in Tweet in G3:
[2087] gt
[639] mikequindazzi
[447] pwc
[411] ai
[167] iot
[139] fintech
[133] bigdata
[121] machinelearning
[94] dataanalytics
[90] 8

Top Words in Tweet in G4:
[159] pwc_uk
[110] brexit
[106] pwc
[97] s
[72] here
[68] live
[56] week
[51] out
[51] webcast
[42] need

Top Words in Tweet in G5:
[275] pwc
[270] steinhoff
[221] report
[95] tjbbotha
[56] investigation
[55] heidigiokos
[46] board
[37] subject
[36] work
[34] legal

Top Words in Tweet in G6:
[79] pwc
[68] timothy_f_ryan
[55] areeb
[53] ahmed
[53] s
[52] new
[49] family
[44] zealand
[43] heartbroken
[43] hear

Top Words in Tweet in G7:
[118] pwc
[115] steinhoff
[108] executives
[108] inflated
[108] profits
[108] more
[108] r100bn
[108] finds
[107] sowetanlive
[4] xhantipayi

Top Words in Tweet in G8:
[153] pwc
[67] failed
[67] bank
[61] over
[61] uk
[60] million
[59] audits
[56] 335
[53] ian_fraser
[44] settlement

Top Words in Tweet in G9:
[104] pwc
[96] steinhoff
[87] bdlivesa
[86] executives
[86] inflated
[86] profits
[86] more
[86] r100bn
[86] finds
[25] report

Top Words in Tweet in G10:
[25] pwc
[24] luxembourg
[23] new
[23] pwc_luxembourg
[20] ursbolt
[19] 2019
[18] survey
[16] ceos
[16] ceosurvey
[14] stos

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1374] gt,gt
[300] pwc,mikequindazzi
[282] areeb,ahmed
[282] mikequindazzi,gt
[266] gt,pwc
[218] steinhoff,executives
[216] executives,inflated
[216] pwc,finds
[215] inflated,profits
[212] pwc,report

Top Word Pairs in Tweet in G1:
[69] check,out
[23] 335,million
[19] colonial,bank
[18] pwc,report
[18] play,music
[17] gt,gt
[17] pwc,zoekt
[13] pay,335
[13] m,d
[11] pwc,looks

Top Word Pairs in Tweet in G2:
[83] areeb,ahmed
[76] friday,s
[70] behalf,pwc
[70] pwc,network
[70] network,mourn
[70] mourn,loss
[70] loss,pwc_nz
[70] pwc_nz,s
[70] s,areeb
[70] ahmed,along

Top Word Pairs in Tweet in G3:
[1354] gt,gt
[299] pwc,mikequindazzi
[282] mikequindazzi,gt
[263] gt,pwc
[84] gt,ai
[77] gt,fintech
[68] v,pwc
[68] bigdata,dataanalytics
[56] ai,powered
[56] powered,checkout

Top Word Pairs in Tweet in G4:
[29] political,experts
[24] find,out
[24] pwc_uk,political
[23] pwc_uk,s
[22] areeb,ahmed
[22] week,s
[21] live,webcast
[21] brexit,webcast
[20] beyondbrexit,timetoact
[20] 11,month

Top Word Pairs in Tweet in G5:
[140] pwc,report
[93] tjbbotha,steinhoff
[67] steinhoff,pwc
[34] subject,legal
[34] legal,privilege
[30] steinhoff,report
[27] report,related
[27] related,information
[27] information,gathering
[27] gathering,investigation

Top Word Pairs in Tweet in G6:
[53] areeb,ahmed
[44] pwc,new
[44] new,zealand
[43] heartbroken,hear
[43] hear,death
[43] death,pwc
[43] zealand,family
[43] family,member
[43] member,areeb
[42] timothy_f_ryan,heartbroken

Top Word Pairs in Tweet in G7:
[108] steinhoff,executives
[108] executives,inflated
[108] inflated,profits
[108] profits,more
[108] more,r100bn
[108] r100bn,pwc
[108] pwc,finds
[104] sowetanlive,steinhoff
[2] tjbbotha,steinhoff
[2] pwc,report

Top Word Pairs in Tweet in G8:
[56] 335,million
[44] failed,bank
[35] uk,regulators
[34] premnsikka,pwc
[34] pwc,pay
[34] pay,335
[34] million,settlement
[34] settlement,over
[34] over,audits
[34] audits,failed

Top Word Pairs in Tweet in G9:
[86] steinhoff,executives
[86] executives,inflated
[86] inflated,profits
[86] profits,more
[86] more,r100bn
[86] r100bn,pwc
[86] pwc,finds
[78] bdlivesa,steinhoff
[17] pwc,report
[9] confirmed,fraud

Top Word Pairs in Tweet in G10:
[14] stos,mark
[14] mark,new
[14] new,era
[13] securitytoken,offerings
[13] offerings,stos
[13] era,regulated
[13] regulated,securities
[13] securities,jurisdictions
[13] jurisdictions,around
[13] around,globe

Top Replied-To
Top Replied-To in Entire Graph:
@pwc
@asyounotwish
@pwc_uk
@robmccargow
@pwc_azaz
@andy_woodfield
@lee_wilkinson2
@enroctoob
@ilieva_snezhana
@onope_v38

Top Replied-To in G2:
@pwc
@pwcus
@sharmilaakarve
@martianshort
@bob_moritz
@markbspiegel
@smack_check
@kavindya_t
@pwcdigital
@glob_solutions

Top Replied-To in G3:
@ianljones98
@haroldsinnott
@auditmeplease
@kevinlwalker

Top Replied-To in G4:
@pwc_uk
@pwc
@robmccargow
@andy_woodfield
@lee_wilkinson2
@ilieva_snezhana
@gwillmer_pwc
@karmenpardoe3
@emilykhan11
@cbrooooney

Top Replied-To in G5:
@heidigiokos
@maritz_stephen
@perskool
@agrizzi8
@delphine_dg
@news24
@moneyweb
@redgenkosi
@iamthabomdluli
@myanc

Top Replied-To in G6:
@jane94550
@lukesayers

Top Replied-To in G7:
@xhantipayi
@jamesmogale

Top Replied-To in G8:
@ian_fraser
@retheauditors
@stagnantshares
@canadaskeptic
@ianbeckett
@ben_wray1989
@are
@bankofisland
@pwc
@cassandratslaq

Top Replied-To in G10:
@ursbolt
@efipm
@pwc_luxembourg
@aliazhar_aa
@abblbanking
@j_parkhouse_pwc

Top Mentioned
Top Mentioned in Entire Graph:
@pwc
@mikequindazzi
@pwc_uk
@bob_moritz
@sowetanlive
@pwc_nz
@tjbbotha
@bdlivesa
@glob_solutions
@timothy_f_ryan

Top Mentioned in G1:
@souseman
@tmichaelriddle
@theafricamentor
@mvillalante
@marius225566
@blueturbanstone
@heyroute1
@campusbizke
@accountancylive
@kelly95568487

Top Mentioned in G2:
@pwc
@bob_moritz
@pwc_nz
@glob_solutions
@pwcus
@pwc_de
@stratandbiz
@jdavidhoffman
@stephen_ohearn
@oecd

Top Mentioned in G3:
@mikequindazzi
@pwc
@antgrasso
@ravikikan
@starkdigitalbiz
@ianljones98
@gartner_inc
@fisher85m
@marcusborba

Top Mentioned in G4:
@pwc_uk
@pwc
@pwc_uk_careers
@emilykhan11
@suzildavis
@robmccargow
@maria_axente
@gwillmer_pwc
@pwc_scotland
@pwc_nz

Top Mentioned in G5:
@tjbbotha
@heidigiokos
@anckzn
@samkelemaseko
@moneyweb
@fin24
@dailymaverick
@businesslivesa
@gotacutloose
@jamesstyan

Top Mentioned in G6:
@timothy_f_ryan
@pwcadvisory
@cfodirect
@lukesayers
@kutler_alison
@pwc
@amitymillhiser
@forbes
@jeanettecalandr
@scottlikens

Top Mentioned in G7:
@sowetanlive
@heidigiokos
@tjbbotha
@tumisole
@advocyt
@mayozat
@xhantipayi
@thulzkhumz
@enca
@mpakanyane

Top Mentioned in G8:
@ian_fraser
@premnsikka
@pwc
@retheauditors
@bankofisland
@f_obermaier
@ianbeckett
@pluginfud
@publicbankinga
@are

Top Mentioned in G9:
@bdlivesa
@satransform_
@sikonathim
@tjbbotha
@sowetanlive
@heidigiokos
@peter_tl

Top Mentioned in G10:
@pwc_luxembourg
@f_gregaard
@ursbolt
@strategyand
@thecryptovalley
@_gds77_
@pwc
@davidbundirisk
@thomaspower
@spirosmargaris

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@tesco
@jornalistavitor
@arkangelscrap
@sectest9
@resilient_ent
@peruenlanoticia
@the_mantese
@evankirstel
@mr_alvil

Top Tweeters in G1:
@cas_2050001283
@the_mantese
@mr_alvil
@engineersday
@riskinfo
@villamizaritpro
@jobstairs_jobs
@83kindy
@zaikei_news
@mohd_arif

Top Tweeters in G2:
@resilient_ent
@easyjet
@vanalich
@multijo1
@sapolnews
@premierinn
@pushne_savitur
@marinetortuga
@iangertler
@boursier_com

Top Tweeters in G3:
@jornalistavitor
@arkangelscrap
@sectest9
@evankirstel
@gamergeeknews
@kotaknaren
@chidambara09
@fintechna
@zimei_no_ri
@lelkan

Top Tweeters in G4:
@fu
@terzima
@bbcradio4
@eastreadingcom
@dean_knows_tech
@dds180
@familybizpaul
@essexcanning
@hadleyfreeman
@lee_wilkinson2

Top Tweeters in G5:
@khuze_elikhulu
@humanlyawkward
@enca
@lekohd_
@news24
@udosa_
@tichitsinde
@sakinakamwendo
@dailymaverick
@egghat

Top Tweeters in G6:
@forbes
@usnews
@salesforce
@seankeyes
@ellmcgirt
@nukmannafiz
@symantec
@hasanshahzad
@tamaraburks
@whartonknows

Top Tweeters in G7:
@fifimoeng
@danwibg
@thabane_
@tumisole
@iamlungile_
@bavyeshj
@sparky_guy
@sowetanlive
@tumisangmafora
@thatnigga_bongz

Top Tweeters in G8:
@manchuriandevil
@manatrue
@thepainterflynn
@gazzahead
@lissnup
@corpusmentis0
@net2ayurveda
@nw_nicholas
@talentcoop
@wickedfairysad

Top Tweeters in G9:
@thabiso_dlamini
@c_mbadu
@sinesipo
@fillziam
@tendaijoe
@ab_spice
@bdlivesa
@rikusmellet
@defmonkfuse
@phislash

Top Tweeters in G10:
@ottlegalrebels
@thomaspower
@mench90
@simoncocking
@gagnelegal
@ursbolt
@sallyeaves
@cgledhill
@marycarey9
@apompliano


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.