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pwc_2019-09-11_05-39-33.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 11, 2019
Description:
Description
The graph represents a network of 4,247 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, 11 September 2019 at 12:41 UTC.

The requested start date was Tuesday, 10 September 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1-day, 19-hour, 50-minute period from Sunday, 08 September 2019 at 04:09 UTC to Tuesday, 10 September 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 : 4247
Unique Edges : 5784
Edges With Duplicates : 2977
Total Edges : 8761
Number of Edge Types : 3
Tweet : 1593
Mentions : 6661
Replies to : 507
Self-Loops : 1593
Reciprocated Vertex Pair Ratio : 0.0244984910349725
Reciprocated Edge Ratio : 0.0478253335643736
Connected Components : 848
Single-Vertex Connected Components : 589
Maximum Vertices in a Connected Component : 1945
Maximum Edges in a Connected Component : 5520
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.562786
Graph Density : 0.000320028623457682
Modularity : 0.624966
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[74] https://digital.pwc.com/en/products/digital-fitness.html?utm_content=buffer11cb9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[40] https://www.pwc.com/gx/en/issues/upskilling.html#uk
[33] https://www.pwc.co.uk/press-room/press-releases/pwc-global-upskilling-survey.html
[22] https://engage.bah.com/Article/Redirect/a5df83e1-7416-455a-b115-52db85ca4e4b?uc=30185&g=56c9c8e4-6013-47b4-a8d4-c332b254e82c&f=63220
[19] https://www.reverbnation.com/elangeorge?0&pwc%5Bbranded%5D=1
[16] https://economictimes.indiatimes.com/industry/services/consultancy-/-audit/sat-quashes-sebi-order-of-banning-pwc-for-two-years-from-auditing/articleshow/71044512.cms
[14] https://www.pwc.com/gx/en/industries/financial-services/insurance/reinsurance.html
[14] https://www.pwc.in/assets/pdfs/publications/2018/advance-artificial-intelligence-for-growth-leveraging-ai-and-robotics-for-india-s-economic-transformation.pdf
[12] https://www.bloombergquint.com/law-and-policy/satyam-fraud-sat-quashes-sebis-two-year-ban-on-pwc-india
[11] https://ideas.pwc.es/archivos/20190628/invertir-mas-en-digitalizacion-si-pero-con-cabeza/

Top URLs in Tweet in G1:
[74] https://digital.pwc.com/en/products/digital-fitness.html?utm_content=buffer11cb9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[21] https://engage.bah.com/Article/Redirect/a5df83e1-7416-455a-b115-52db85ca4e4b?uc=30185&g=56c9c8e4-6013-47b4-a8d4-c332b254e82c&f=63220
[13] https://www.pwc.in/assets/pdfs/publications/2018/advance-artificial-intelligence-for-growth-leveraging-ai-and-robotics-for-india-s-economic-transformation.pdf
[9] https://www.pwc.com/gx/en/industries/financial-services/insurance/reinsurance.html
[6] https://www.pwc.com/us/en/asset-management/real-estate/assets/pwc-emerging-trends-in-real-estate-2019.pdf
[6] https://www.pwc.in/consulting/financial-services/fintech/fintech-insights/regtech-a-new-disruption-in-the-financial-services-space.html
[5] http://explore.pwc.com/automationnow/automation-now-execu-1
[4] https://pwc.blogs.com/cyber_security_updates/2019/09/cyber-wargaming-strategic-decision-making-for-effective-cyber-crisis-management.html
[4] https://www.heattreat.net/blogs/tom-morrison/2019/08/14/pwc-report-shows-why-leaders-cant-make-strategy-on-their-own?sf219015784=1
[3] https://www.pwc.com/globalinsurancerunoffsurvey

Top URLs in Tweet in G2:
[15] https://www.pwc.com/gx/en/issues/upskilling.html#uk
[7] https://economictimes.indiatimes.com/industry/services/consultancy-/-audit/sat-quashes-sebi-order-of-banning-pwc-for-two-years-from-auditing/articleshow/71044512.cms
[5] https://www.newsbtc.com/2019/09/07/crypto-tidbits-pwc-branch-accepts-bitcoin-ethereum-istanbul-pushed-apple-talks-cryptocurrency/
[4] https://twinybots.ch/
[4] https://www.independent.co.uk/news/business/comment/pwc-study-skills-gap-employment-british-economy-a9094496.html
[3] http://explore.pwc.com/digital-banking-transformation-dec2018/positioning-digital-growth-channel
[3] http://ecoti.in/micron/redirect.html?str=VziS2Y
[3] https://www.pwc.com/gx/en/issues/upskilling.html
[3] https://dailynewsgh.com/2019/09/09/banking-sector-gets-gh%c2%a21-5-billion-fresh-capital-injection-pwc-survey/
[2] https://jobs.pwc.de/Stellenanzeige/3011/I-102454/Senior-Expert-Manager-im-Bereich-interner-Datenschutz-%28w-m-d%29

Top URLs in Tweet in G3:
[1] https://instagram.com/p/Bt61R5egC_s/
[1] https://instagram.com/p/BllOZ2wl50S/
[1] https://www.youtube.com/watch?v=aEm-KcdsOyY&feature=youtu.be&utm_source=RRSS&utm_medium=PwCMx&utm_content=VerVideo

[1] https://twitter.com/i/web/status/1170608166054195207
[1] https://twitter.com/i/web/status/1170582120940670976

Top URLs in Tweet in G4:
[32] https://www.pwc.co.uk/press-room/press-releases/pwc-global-upskilling-survey.html
[15] https://www.pwc.com/gx/en/issues/upskilling.html#uk
[8] https://www.pwc.co.uk/industries/hospitality-leisure/insights/uk-hotels-forecast.html?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND10-TTA5-CN_HotelsForecast2020LaunchOrganicSocialMedia-HFLOrganicTwitter
[8] https://www.pwc.co.uk/the-eu-referendum/beyond-brexit-insights/brexit-next-steps.html
[6] https://www.pwc.co.uk/the-eu-referendum/beyond-brexit-insights/beyond-brexit-my-view-from-the-bridge.html
[5] https://soundcloud.com/pwc-uk-podcast/how-to-empower-on-social-mobility
[5] https://www.insidermedia.com/blogs/southwest/west-organisations-that-embrace-technology-data-stay-ahead-of-the-pack
[4] http://www.retail-week.com/7032814.article?utm_source=social&utm_medium=ad&utm_campaign=pwc
[4] https://www.pwc.co.uk/who-we-are/the-future-of-audit/opportunities-for-change.html
[3] https://www.pwc.com/globalinsurancerunoffsurvey

Top URLs in Tweet in G5:
[11] https://www.bloombergquint.com/law-and-policy/satyam-fraud-sat-quashes-sebis-two-year-ban-on-pwc-india
[7] https://www.expertmile.com/articles/3192
[2] https://www.business-standard.com/article/pti-stories/in-setback-to-sebi-sat-squashes-ban-on-pwc-in-satyam-scam-119090900299_1.html
[2] https://www.livemint.com/companies/news/tribunal-squashes-sebi-s-ban-on-pwc-in-satyam-scam-1568018172077.html
[2] https://trib.al/WrrAW99
[1] https://twitter.com/i/web/status/1171130675115646978
[1] https://m.economictimes.com/industry/services/consultancy-/-audit/sat-quashes-sebi-order-of-banning-pwc-for-two-years-from-auditing/amp_articleshow/71044512.cms
[1] https://economictimes.indiatimes.com/industry/services/consultancy-/-audit/sat-quashes-sebi-order-of-banning-pwc-for-two-years-from-auditing/articleshow/71044512.cms?utm_source=twitter.com&utm_medium=Social_TW&utm_campaign=ETTWMain
[1] https://twitter.com/i/web/status/1171078662549987329
[1] https://twitter.com/i/web/status/1170935335703863296

Top URLs in Tweet in G6:
[7] https://myemail.constantcontact.com/subject.html?soid=1131580853318&aid=ocTZssgJEzU
[1] https://twitter.com/i/web/status/1170688547965296641
[1] https://twitter.com/i/web/status/1170690988177854464
[1] https://twitter.com/i/web/status/1170930362408734720
[1] https://twitter.com/i/web/status/1170779081304170496
[1] https://www.princewilliamtimes.com/news/prince-william-naacp-president-tapped-for-new-virginia-african-american/article_e195582a-cf23-11e9-be46-a348bea376a1.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share

Top URLs in Tweet in G7:
[5] https://partners.wsj.com/pwc/power-of-purpose/serving-a-purpose/
[4] https://dy.si/yud844
[4] https://dy.si/bpXf1h
[3] https://www.pwc.com/us/en/services/hr-management/library/touchstone-2019.html?WT.mc_id=CT1-PL52-DM1-TR1-LS1-ND30-TTA9-CN_2019touchstone-TW1&eq=CT1-PL52-DM1-CN_2019touchstone-TW1
[3] https://www.pwc.com/us/en/services/consulting/library/consumer-intelligence-series/customer-experience-in-mergers-and-acquisitions.html#content-free-1-05d9?WT.mc_id=CT1-PL50-DM1-TR1-LS2-ND30-TTA1-CN_DealsAlwaysOn-&eq=CT1-PL50-DM1-CN_DealsAlwaysOn
[3] https://www.pwc.com/us/en/cfodirect/multimedia/podcasts/cloud-computing-accounting.html
[3] https://betakit.com/canadian-startups-need-to-leverage-the-right-resources-to-scale-globally/
[2] https://digital.pwc.com/content/pwc-digital/en/products/connected-solutions.html?WT.mc_id=CT1-PL52-DM1-TR1-LS4-ND30-TTA5-CN_ConnectedSolutions2019-ConnectedSolutions-TW&eq=CT1-PL52-DM1-CN_ConnectedSolutions2019-ConnectedSolutions-TW
[2] https://www.pwc.com/us/en/cfodirect/publications/in-depth/credit-losses-faqs-asc-326.html
[2] https://dy.si/BQs9j

Top URLs in Tweet in G8:
[2] https://www.pwc.co.za/en/careers/regional-job-search/description.html?wdjobreqid=94864WD&wdcountry=KEN&wdjobsite=Global_Experienced_Careers
[2] https://www.pwc.co.za/en/publications/africa-business-agenda.html?utm_medium=referral&utm_source=gx&utm_campaign=pub_africa-agenda
[1] https://twitter.com/i/web/status/1170695719570804741
[1] https://twitter.com/i/web/status/1170694558927216640
[1] https://twitter.com/i/web/status/1169940544145055744
[1] https://www.pwc.com/ke/en/careers.html?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=b2a6321e-e2a3-4a7c-af10-c4330143dc89&utm_campaign=socialmedia
[1] https://twitter.com/i/web/status/1170992868753838080
[1] https://pwc.to/GECS-2020?utm_source=hootsuite&utm_medium=twitter&utm_term=&utm_content=b0de9eb1-5472-4cb7-bc9b-9600f3ebac9e&utm_campaign=socialmedia
[1] https://www.pwc.co.za/apply-online
[1] https://twitter.com/i/web/status/1170990548691410944

Top URLs in Tweet in G9:
[2] https://cadiaio.com/
[1] https://www.instagram.com/leafproxies
[1] http://purchase.apreme.io
[1] http://BrazyKicks.com

Top URLs in Tweet in G10:
[10] https://ideas.pwc.es/archivos/20190628/invertir-mas-en-digitalizacion-si-pero-con-cabeza/
[2] https://www.pwc.com/gx/en/issues/upskilling.html#uk
[1] https://ideas.pwc.es/
[1] https://twitter.com/closingap/status/1168430372805390336
[1] https://twitter.com/i/web/status/1170942793486913536
[1] https://twitter.com/i/web/status/1170940872206233600
[1] https://twitter.com/PwC_Spain/status/1169220060990148608
[1] https://cincodias.elpais.com/cincodias/2019/09/09/legal/1568011306_717808.html
[1] https://www.leconomic.cat/article/1661381-el-canvi-digital-fer-del-maldecap-una-benediccio.html
[1] https://www.pwc.com/gx/en/sustainability/SDG/sdg-reporting-2018.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[808] twitter.com
[285] pwc.com
[227] dy.si
[133] co.uk
[124] reverbnation.com
[66] smh.re
[32] linkedin.com
[29] indiatimes.com
[23] t.co
[22] bah.com

Top Domains in Tweet in G1:
[222] twitter.com
[130] pwc.com
[23] t.co
[21] smh.re
[21] bah.com
[19] pwc.in
[9] linkedin.com
[8] dy.si
[7] blogs.com
[5] co.uk

Top Domains in Tweet in G2:
[259] twitter.com
[84] reverbnation.com
[58] dy.si
[51] pwc.com
[22] smh.re
[18] theguardian.com
[15] linkedin.com
[11] co.uk
[10] indiatimes.com
[9] thecareerjobs.com

Top Domains in Tweet in G3:
[2] instagram.com
[2] twitter.com
[1] youtube.com

Top Domains in Tweet in G4:
[88] co.uk
[35] twitter.com
[20] pwc.com
[10] radian6.com
[8] blogs.com
[6] insidermedia.com
[5] soundcloud.com
[4] retail-week.com
[3] applytracking.com
[3] dy.si

Top Domains in Tweet in G5:
[11] bloombergquint.com
[10] twitter.com
[7] expertmile.com
[2] business-standard.com
[2] indiatimes.com
[2] livemint.com
[2] toi.in
[2] trib.al
[1] economictimes.com
[1] barandbench.com

Top Domains in Tweet in G6:
[7] constantcontact.com
[4] twitter.com
[1] princewilliamtimes.com

Top Domains in Tweet in G7:
[50] dy.si
[25] pwc.com
[20] twitter.com
[5] wsj.com
[4] betakit.com
[2] hrdive.com
[1] shrm.org
[1] applytracking.com
[1] journalofaccountancy.com
[1] webcasts.com

Top Domains in Tweet in G8:
[9] twitter.com
[5] co.za
[1] pwc.com
[1] pwc.to
[1] howwemadeitinafrica.com

Top Domains in Tweet in G9:
[2] cadiaio.com
[1] instagram.com
[1] apreme.io
[1] brazykicks.com

Top Domains in Tweet in G10:
[11] pwc.es
[5] twitter.com
[3] pwc.com
[1] elpais.com
[1] leconomic.cat
[1] co.uk
[1] straitstimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[667] pwc
[531] ai
[198] emergingtechnologies
[179] machinelearning
[147] bigdata
[147] fintech
[120] 4ir
[120] regtech
[118] iot
[107] artificialintelligence



Top Hashtags in Tweet in G1:
[482] pwc
[476] ai
[188] emergingtechnologies
[164] machinelearning
[144] bigdata
[127] fintech
[118] regtech
[110] iot
[102] 4ir
[101] human

Top Hashtags in Tweet in G2:
[59] pwc
[21] buidl
[21] creatingvaluabletxs
[21] vechain
[21] vet
[21] brightcode
[21] dnvgl
[21] dbet
[21] pla
[21] sha

Top Hashtags in Tweet in G3:
[1] paqueteeconómico2020

Top Hashtags in Tweet in G4:
[49] upskilling
[48] newworldnewskills
[25] brexit
[12] pwc
[10] pwcprivatebiz
[9] hotelsforecast
[9] nhs
[8] placeandpurpose
[8] mcr
[8] northwest

Top Hashtags in Tweet in G5:
[4] pwc
[2] sat
[1] satyamscam

Top Hashtags in Tweet in G6:
[70] halaback2019

Top Hashtags in Tweet in G7:
[10] teampwc
[7] cecl
[7] purpose
[6] happygrandparentsday
[6] startup
[6] pandemonium19
[5] cloudcomputing
[4] inventory
[4] futureofwork
[4] diversity

Top Hashtags in Tweet in G8:
[28] pwcedconf
[19] makeadifference
[8] pwcmtbchallenge
[6] ceos
[6] edconf2019
[4] educonf2019
[3] africa
[2] government
[2] africaagenda
[2] technology

Top Hashtags in Tweet in G9:
[1] needboroinc

Top Hashtags in Tweet in G10:
[10] transformacióndigital
[2] ia
[2] rpa
[2] machinelearning
[2] ideaspwc
[2] teletrabajo
[2] innovación
[2] upskilling
[2] newworldnewskills
[1] brechasdegénero

Top Words
Top Words in Tweet in Entire Graph:
[2378] Words in Sentiment List#1: Positive
[1027] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[99838] Non-categorized Words
[103243] Total Words
[3236] gt
[1589] pwc
[963] mikequindazzi
[836] 8
[788] 2

Top Words in Tweet in G1:
[3136] gt
[931] mikequindazzi
[482] #pwc
[476] #ai
[373] pwc
[196] 8
[188] #emergingtechnologies
[177] antgrasso
[164] #machinelearning
[144] #bigdata

Top Words in Tweet in G2:
[412] pwc
[75] out
[55] #pwc
[54] gt
[54] sat
[49] sebi
[47] check
[46] s
[40] more
[39] business

Top Words in Tweet in G3:
[588] 2
[586] 1
[586] 4
[584] 3
[584] 5
[581] spectatorindex
[581] india
[581] 7
[580] china
[580] 8

Top Words in Tweet in G4:
[158] pwc_uk
[97] new
[69] out
[64] more
[64] people
[63] uk
[61] skills
[59] re
[49] #upskilling
[48] #newworldnewskills

Top Words in Tweet in G5:
[102] pwc
[83] sebi
[61] sat
[57] satyam
[50] order
[42] sebi_india
[41] ban
[34] 2
[34] tribunal
[31] quashes

Top Words in Tweet in G6:
[77] halaayala
[72] canvass
[71] staceyabrams
[71] coming
[71] pwc
[70] team
[70] #halaback2019
[70] big
[70] news
[70] launch

Top Words in Tweet in G7:
[42] pwc
[23] pwcus
[21] more
[16] pwc's
[13] accounting
[13] s
[12] business
[11] tax
[11] explore
[10] #teampwc

Top Words in Tweet in G8:
[28] #pwcedconf
[25] pwc
[23] pwc_za
[22] africa
[19] pwc_ke
[19] #makeadifference
[17] education
[15] oandohrecruits
[14] conference
[13] akreana_

Top Words in Tweet in G9:
[41] giveaway
[32] follow
[31] 1x
[23] 1
[20] prizes
[17] enter
[17] tag
[15] accounts
[14] win
[14] friend

Top Words in Tweet in G10:
[21] pwc_spain
[13] más
[10] pwc
[10] invertir
[10] digitalización
[10] sí
[10] cabeza
[10] #transformacióndigital
[9] thefamilyab
[9] #innov

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2109] gt,gt
[611] 2050,1
[610] 1,china
[610] china,2
[610] 2,india
[610] india,3
[610] 4,indonesia
[610] indonesia,5
[608] 5,brazil
[608] brazil,6

Top Word Pairs in Tweet in G1:
[2060] gt,gt
[460] mikequindazzi,gt
[439] gt,#pwc
[439] #pwc,mikequindazzi
[175] 8,#emergingtechnologies
[134] gt,#ai
[118] generation,#regtech
[118] #regtech,solutions
[115] #emergingtechnologies,fueling
[111] fueling,new

Top Word Pairs in Tweet in G2:
[47] check,out
[33] gt,gt
[33] pwc,zoekt
[31] sat,quashes
[28] ban,pwc
[27] warren,jacobs
[26] satyam,scam
[21] let's,#buidl
[21] #buidl,#creatingvaluabletxs
[21] #creatingvaluabletxs,#vechain

Top Word Pairs in Tweet in G3:
[578] largest,economies
[578] 2050,1
[578] 1,china
[578] china,2
[578] 2,india
[578] india,3
[578] 4,indonesia
[578] indonesia,5
[577] 5,brazil
[577] brazil,6

Top Word Pairs in Tweet in G4:
[45] #upskilling,#newworldnewskills
[36] find,out
[31] new,pwc_uk
[30] according,new
[27] 54,uk
[27] uk,adults
[27] adults,re
[27] re,ready
[27] ready,learn
[27] learn,new

Top Word Pairs in Tweet in G5:
[25] sebi,order
[24] 2,year
[24] securities,appellate
[24] appellate,tribunal
[20] quashes,2
[20] sebi,ban
[20] pwc,satyam
[19] ban,pwc
[19] win,pwc
[19] order,bar

Top Word Pairs in Tweet in G6:
[70] team,#halaback2019
[70] #halaback2019,big
[70] big,news
[70] news,staceyabrams
[70] staceyabrams,coming
[70] coming,pwc
[70] pwc,launch
[70] launch,canvass
[70] canvass,newvamajority
[69] halaayala,team

Top Word Pairs in Tweet in G7:
[7] learn,more
[6] pwc's,bhushansethi1
[6] #happygrandparentsday,pwc
[6] pwc,grandparents
[6] grandparents,everyone
[6] everyone,honoring
[6] honoring,loved
[6] loved,ones
[6] ones,today
[6] today,#teampwc

Top Word Pairs in Tweet in G8:
[14] education,conference
[12] oandohrecruits,teamdidata
[12] teamdidata,akreana_
[12] akreana_,mzansijobs
[12] mzansijobs,djsbu
[12] djsbu,zulusabs
[12] zulusabs,mo2bitshabalala
[12] mo2bitshabalala,black_juannesse
[12] black_juannesse,pops_tdk
[12] pops_tdk,yfm

Top Word Pairs in Tweet in G9:
[12] tag,friend
[8] giveaway,enter
[7] rules,follow
[6] giveaway,prizes
[6] enter,win
[6] huge,giveaway
[6] enter,follow
[5] beta,access
[5] retweet,tag
[5] good,luck

Top Word Pairs in Tweet in G10:
[10] invertir,más
[10] más,digitalización
[10] digitalización,sí
[10] sí,cabeza
[10] cabeza,pwc_spain
[10] pwc_spain,#transformacióndigital
[9] thefamilyab,invertir
[9] #transformacióndigital,#innov
[5] motivo,orgullo
[5] orgullo,pertenecer

Top Replied-To
Top Replied-To in Entire Graph:
@pwc
@pwc_rymy
@pwc_uk
@373_official
@vechainnode
@021_rico
@donpapacato
@pwcus
@wef
@pwc_za

Top Replied-To in G1:
@pwc
@pwc_uk
@pwcus
@pwcadvisory
@strategyand
@pwcdigital
@sonalbhutra
@bloch_r
@x_9_2
@jornalismo2018

Top Replied-To in G3:
@spectatorindex
@shreevijayg

Top Replied-To in G4:
@gwillmer_pwc
@mjennings1976
@pwc_midlands
@mrstefandoe
@lee_wilkinson2
@thorogoodemma
@josephinecumbo
@keithsmith063
@michaelotadende
@theandrewiddon

Top Replied-To in G5:
@lawbatra
@cnbctv18live
@talktotarun
@barandbench
@cachirag
@fcsjigarshah
@shereenbhan
@bqthefineprint
@fatenaggad
@sebi_india

Top Replied-To in G6:
@conservativepwc
@kennyboddye

Top Replied-To in G7:
@ecossexrp1

Top Replied-To in G8:
@pwc_za
@pwc_ke
@oandohrecruits
@alvimajee
@shirley_machaba
@pwcafrica
@khaworoche
@xhosa_goddess
@nthabiramz
@africamelane

Top Replied-To in G9:
@leafproxies
@dropclub_io
@brazy_kicks
@boroinc
@axisnotify
@apremeaio
@surgeproxies
@phasmaio
@blankproxies
@notifysquared

Top Replied-To in G10:
@oldfieldrich
@pwc_spain
@cre100does

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@spectatorindex
@pwc
@pwc_uk
@antgrasso
@jeanyvesgonin
@halaayala
@staceyabrams
@newvamajority
@pwc_ni

Top Mentioned in G1:
@mikequindazzi
@pwc
@antgrasso
@jeanyvesgonin
@juniperresearch
@kirkdborne
@meheller
@infoworld
@fisher85m
@pwc_in

Top Mentioned in G2:
@tmichaelriddle
@johngcourtney
@vakaronga
@crypto__mak
@vamdaruma
@wga_consulting
@ronmc1
@1davidclarke
@markosilen
@5_minutes_to_12

Top Mentioned in G3:
@spectatorindex
@yordivp
@manavjivan
@klasrarauf

Top Mentioned in G4:
@pwc_uk
@kevinjdellis
@suzildavis
@pwc_northwest
@pwc_uk_careers
@pwc
@cscth
@andrewgray_pwc
@iankingsky
@pwc_midlands

Top Mentioned in G5:
@pwc
@sebi_india
@talktotarun
@cnbctv18live
@barandbench
@lawbatra
@yashjain88
@livemint
@shereenbhan
@moneycontrolcom

Top Mentioned in G6:
@halaayala
@staceyabrams
@newvamajority
@pwc_naacp
@timkaine
@vademlatinos
@ppavirginia
@joshkingpwc
@kennyboddye
@lilliegjessie

Top Mentioned in G7:
@pwcus
@pwc
@workwithrod
@bhushansethi1
@shannonschuyler
@tomp1975
@midwestmarkross
@pwctax
@shrm
@rodadams

Top Mentioned in G8:
@pwc_za
@pwc_ke
@akreana_
@oandohrecruits
@teamdidata
@mzansijobs
@djsbu
@zulusabs
@mo2bitshabalala
@black_juannesse

Top Mentioned in G9:
@notifysquared
@leafproxies
@boostedflips
@axisnotify
@pookyygmail
@krluckyman
@horusbird
@solacenotify
@spoofaio
@firelinks

Top Mentioned in G10:
@pwc_spain
@pwc
@thefamilyab
@oldfieldrich
@ft
@pfizer_spain
@gilliantett
@pwc_singapore
@carolstubbings
@leconomic

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@cryptotraderpro
@arkangelscrap
@apatab
@sectest9
@british_airways
@peruenlanoticia
@mlnangalama
@jokottenweb
@engineersday

Top Tweeters in G1:
@arkangelscrap
@sectest9
@gamergeeknews
@evankirstel
@chidambara09
@pvalsfr
@fintechna
@globeandmail
@pimmaiden
@calcaware

Top Tweeters in G2:
@cryptotraderpro
@apatab
@mlnangalama
@jokottenweb
@engineersday
@ecointernetdrgb
@andysugs
@ownistyash
@rockcheetah
@esarmarbo1972

Top Tweeters in G3:
@yordivp
@vinodshadija
@faby_nava77
@therezafontoura
@tiru_2000
@ram4bharatiyata
@tyrannywatch
@anil7kishan
@partha1270
@satya_pks

Top Tweeters in G4:
@allofmcr
@skynews
@ianmcalvert
@securityblog
@ana_captures
@dds180
@corpgovuk
@retailweek
@rickedwards1
@lee_wilkinson2

Top Tweeters in G5:
@cnbctv18live
@navroopsingh_
@washingtonpost
@financialxpress
@livemint
@krishanjee
@bsindia
@moneycontrolcom
@ashok12343
@toibusiness

Top Tweeters in G6:
@solutioneer72
@foggybottomgal
@samy45
@arriadna
@maehamilton1
@wtf_imtooold
@tressiemcphd
@socratic1
@aplebeianlife
@yemayah777

Top Tweeters in G7:
@startupsbot
@nytimes
@wsj
@fleejack
@sos_jr
@race2diversity
@teamofindore
@shrm
@shellkillebrew
@tamaraburks

Top Tweeters in G8:
@yfm
@xhosa_goddess
@mwirigi
@djsbu
@akreana_
@rk_mayekisa
@myfavenews
@14wadev
@teamdidata
@healerkenneth

Top Tweeters in G9:
@stockx
@akchefs
@expressnotify
@boroinc
@brazy_kicks
@easycopbots
@leafproxies
@shawarmaio
@soleaio
@reddirtproxies

Top Tweeters in G10:
@ft
@corresponsables
@cincodiascom
@javierg131531
@farmaindustria
@doctorneyro
@efpia
@pimec
@iesebschool
@empresayfuturo