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pwc_2017-11-14_03-41-26.xlsx
pwc_2017-11-14_03-41-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2017
Short Description:
pwc via NodeXL http://bit.ly/2zVVX2j
@pwc
@mikequindazzi
@drjimmystar
@big4now
@pwc_uk
@michaelwestbiz
@antgrasso
@wef
@djetuah

Description:
Description
The graph represents a network of 3,952 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, 14 November 2017 at 11:42 UTC.

The requested start date was Tuesday, 14 November 2017 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 3-day, 14-hour, 20-minute period from Friday, 10 November 2017 at 10:34 UTC to Tuesday, 14 November 2017 at 00:54 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 : 3952
Unique Edges : 4663
Edges With Duplicates : 2522
Total Edges : 7185
Self-Loops : 1778
Reciprocated Vertex Pair Ratio : 0.014194464158978
Reciprocated Edge Ratio : 0.0279916025192442
Connected Components : 989
Single-Vertex Connected Components : 690
Maximum Vertices in a Connected Component : 2017
Maximum Edges in a Connected Component : 4485
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.053193
Graph Density : 0.000274555101614207
Modularity : 0.577283
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[239] https://www.reverbnation.com/freewillyband/song/28641202-as-a-man-thinketh?0&pwc%5Bbranded%5D=1
[100] https://www.youtube.com/watch?v=bK9iIpcu-OY
[44] https://www.pwc.com/us/en/advisory-services/publications/consumer-intelligence-series/protect-me/cis-protect-me-findings.pdf?utm_content=buffera455f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[41] https://t.co/UHDhetF5cc
[34] https://www.reverbnation.com/wpen/song/28769434-soul-tree?0&pwc%5Bbranded%5D=1
[29] https://www.reverbnation.com/blackmartian8?0&pwc%5Bbranded%5D=1
[27] http://usblogs.pwc.com/emerging-technology/2017-diq-emerging-tech-insights/?utm_content=bufferfdd8d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[25] https://www.scoop.it/t/church-of-scotland-lord-high-commissioner-to-the-general-assembly-of-the-church-of-scotland-george-5th-duke-of-sutherland-estate-palace-of-hollyroodhouse-order-of-the-thistle-melrose-abbey-dornoch-cathedral-british-monarchy-identity-theft-case/p/4088291033/2017/11/06/hm-treasury-cabinet-secretary-sir-jeremy-heywood-lord-norman-lamont-of-lerwick-david-cameron-crime-scene-hmrc-biggest-money-laundering-offshore-tax-evasion-fraud-case?utm_medium=social&utm_source=twitter
[23] https://www.theguardian.com/uk-news/2017/nov/07/birmingham-uk-city-oxford-reading-pwc-demos?CMP=share_btn_tw
[20] https://www.pwc.com/us/en/advisory-services/business-innovation/assets/2017-innovation-benchmark-findings.pdf?utm_content=buffer052de&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[29] https://www.reverbnation.com/blackmartian8?0&pwc%5Bbranded%5D=1
[6] https://twitter.com/PwC/status/929045858766614528
[5] https://www.theguardian.com/uk-news/2017/nov/07/birmingham-uk-city-oxford-reading-pwc-demos?CMP=share_btn_tw
[5] https://www.reverbnation.com/thefollowing5/song/27604250-as-we-are-feat-marcello?0&pwc%5Bbranded%5D=1
[4] https://www.pwc.com/us/en/asset-management/real-estate/emerging-trends-in-real-estate.html
[4] http://www.abc.net.au/news/2017-11-12/queensland-election-premier-not-aware-pwc-donation-to-labor/9142252
[4] https://www.rts.ch/info/economie/9078825-les-paradise-papers-revelent-le-mandat-controverse-de-pwc-zurich-pour-un-ministre-serbe.html
[4] https://www.reverbnation.com/johnnie_jupiter/song/28215293-anything?0&pwc%5Bbranded%5D=1
[4] https://www.pwc.com/us/en/cybersecurity/assets/pwc-strengthening-digital-society-against-cyber-shocks.pdf?utm_content=62687883&utm_medium=social&utm_source=twitter
[4] https://www.reverbnation.com/jafar/song/26941626-funky-town-kyle-jafar?0&pwc%5Bbranded%5D=1

Top URLs in Tweet in G2:
[42] https://www.pwc.com/us/en/advisory-services/publications/consumer-intelligence-series/protect-me/cis-protect-me-findings.pdf?utm_content=buffera455f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[24] http://usblogs.pwc.com/emerging-technology/2017-diq-emerging-tech-insights/?utm_content=bufferfdd8d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[16] https://www.pwc.at/de/publikationen/verschiedenes/pwc-hr-technology-survey.pdf?utm_content=buffera85c4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[16] https://www.pwc.com/us/en/advisory-services/business-innovation/assets/2017-innovation-benchmark-findings.pdf?utm_content=buffer052de&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://www.pwc.com/us/outlook?utm_content=buffer249fb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.cio.com/article/3236713/cio-role/the-cios-future-tech-is-no-longer-enough.html#tk.twt_ctw
[6] https://www.pwc.com/us/en/financial-services/publications/assets/pwc-fsi-whitepaper-rpa-human-capital.pdf?utm_content=buffer7b125&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://www.pwc.com/us/en/advisory-services/business-innovation/assets/2017-innovation-benchmark-findings.pdf?utm_content=buffer9e458&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://usblogs.pwc.com/emerging-technology/2017-diq-emerging-tech-insights/?utm_content=buffer1d377&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://usblogs.pwc.com/emerging-technology/2017-diq-emerging-tech-insights/?utm_content=buffer5758c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[97] https://www.youtube.com/watch?v=bK9iIpcu-OY
[41] https://t.co/UHDhetF5cc
[8] https://mumbrella.com.au/leaders-should-be-encouraging-staff-to-use-social-media-at-work-480176
[3] http://www.pwc.com/us/en/apec-ceo-summit/2015.html
[3] http://pwc.smh.re/Kwq
[3] http://usblogs.pwc.com/emerging-technology/evolution-of-iot-is-security/
[2] http://www.pwc.com/gx/en/services/sustainability/publications/sustainable-emerging-cities.html?cq_ck=1510223190614
[2] https://artillry.co/2017/11/13/data-point-of-the-week-24-of-enterprises-will-adopt-ar-in-the-next-three-years/
[2] https://www.rise.global/the-pwc-power-100/r/2548388
[2] http://www.pwc.co.uk/awmdealsinsights

Top URLs in Tweet in G4:
[239] https://www.reverbnation.com/freewillyband/song/28641202-as-a-man-thinketh?0&pwc%5Bbranded%5D=1
[5] https://www.reverbnation.com/freewillyband/song/28641198-american-medley?0&pwc%5Bbranded%5D=1
[4] https://www.reverbnation.com/freewillyband?0&pwc%5Bbranded%5D=1
[4] https://www.reverbnation.com/freewillyband/song/28682142-get-in-the-car?0&pwc%5Bbranded%5D=1
[4] https://www.pwc.in/assets/pdfs/publications/2017/new-age-insurers-are-technology-and-data-driven.pdf?utm_content=bufferd549c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.reverbnation.com/freewillyband/song/28641194-amazing-gracie?0&pwc%5Bbranded%5D=1
[2] https://www.reverbnation.com/freewillyband/song/28643879-not-your-everyday-love-song?0&pwc%5Bbranded%5D=1
[2] https://www.pwc.com/id/en/services/assurance/risk-assurance-services.html
[1] https://twitter.com/i/web/status/929949254432407553
[1] https://twitter.com/i/web/status/929222710282002437

Top URLs in Tweet in G5:
[3] http://usblogs.pwc.com/emerging-technology/wp-content/uploads/2017/07/PwC_Next-in-Tech_Augmented-Reality_Infographic_2017.pdf?utm_content=buffer98722&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.pwc.at/de/publikationen/verschiedenes/pwc-hr-technology-survey.pdf?utm_content=buffera85c4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.pwc.com/m1/en/publications/documents/role-of-cio-in-integrating-iiot-for-industrial-companies.pdf?utm_content=buffer60bca&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://usblogs.pwc.com/emerging-technology/iot-infographic/?utm_content=buffer56c87&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://usblogs.pwc.com/emerging-technology/iot-infographic/?utm_content=buffer529ec&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/929151979573702658
[1] https://twitter.com/i/web/status/930074099971391489
[1] https://twitter.com/i/web/status/929233502880616448
[1] https://twitter.com/i/web/status/929595884928675840
[1] http://usblogs.pwc.com/emerging-technology/besides-blockchain-whats-missing-from-the-internet-of-things?utm_content=buffer5590d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[16] http://www.pwc.co.uk/press-room/press-releases/Public-borrowing-could-be-around-7-bn-higher-than-OBR-forecast-by-2021-22.html
[9] https://www.pwc.co.uk/who-we-are/regional-sites/yorkshire-north-east/insights/leaders-development-programme/leadership-in-a-highly-disruptive-world.html
[6] http://www.pwc.co.uk/who-we-are/annual-report/our-people/jcr:content/content-free-2-7eff-par/image_336690530/twitter.html#diversity-targets
[3] http://www.pwc.co.uk/awmdealsinsights
[3] https://www.youtube.com/watch?v=Unv4kJqBhes&feature=youtu.be
[3] https://www.consultancy.uk/news/14466/the-top-consulting-firms-for-salesforce-advisory-and-implementation
[2] http://www.nsechallenge.co.uk/
[2] http://economia.icaew.com/en/news/november-2017/fewer-high-street-stores-closing-says-pwc
[2] http://pwc.com/acds2017
[2] https://www.pwc.co.uk/who-we-are/regional-sites/midlands/press-releases/12-companies-in-midlands-region-shortlisted-in-uk-private-business-awards-201641.html

Top URLs in Tweet in G7:
[13] http://www.pwc.com/gx/en/services/sustainability/publications/sustainable-emerging-cities.html?cq_ck=1510223190614
[4] https://www.linkedin.com/pulse/future-ai-human-responsible-mark-mccaffrey/#sm
[3] http://www.pwc.com/MEAR17
[2] https://uutishuone.pwc.fi/vaihtoehtoinen-tunnusluku-apm-vai-aavistuksen-parempi-mittari/
[2] https://twitter.com/i/web/status/929576236384481282
[2] http://www.pwc.com/m1/en/media-centre/articles/innovation-in-the-uae-from-first-foundations-to-beyond-oil.html
[2] http://pwc.blogs.com/fsrr/ifrs-17/
[2] http://www.pwc.com/us/en/industry/tmt/publications/quarterly-deals-insights.html#sm
[1] https://twitter.com/i/web/status/930204625592037376
[1] http://pwc.smh.re/KzK

Top URLs in Tweet in G8:
[4] https://www.pwc.com/us/en/cfodirect/newsletters/accounting-reporting-11092017.html?WT.mc_id=CT1-PL52-DM2-TR1-LS3-ND30-TTAT3-CN_Weekly.Newsletter.1192017-
[3] http://www.applytracking.com/P8Xex
[3] http://www.applytracking.com/P7F25
[3] https://www.pwc.com/us/en/cfodirect/multimedia/videos/disclosures-under-new-revenue-standard.html
[3] https://www.pwc.co.za/en/issues/data-analytics.html
[2] http://www.applytracking.com/P8dAZ
[2] http://www.pwc.com/us/en/cfodirect/publications/in-depth/fasb-hedge-accounting-guidance.html?WT.mc_id=CT1-PL52-DM2-TR1-LS3-ND30-BPA30-CN_FASB.Hedging.Guidance.Simpler.And.Better.Aligned.With.Risk.Management-
[2] https://www.pwc.com/us/en/careers/experienced/why-pwc/military-veterans.html
[2] https://pwc.to/2yqzmGJh
[2] https://twitter.com/porlein/status/929007295106863105

Top URLs in Tweet in G9:
[10] https://www.michaelwest.com.au/paradise-papers-media-ignores-real-tax-culprits/
[2] https://www.saatchiart.com/art/Collage-CONTEMPORARY-ICON-LILY/414325/3770093/view
[2] https://www.pwc.co.uk/press-room/press-releases/new-acquisition-boosts-pwc-salesforce-consulting-capability.html
[2] https://www.consultancy.uk/news/14466/the
[2] https://www.thenews.com.pk/print/243652-From-Panama-to-Paradise
[2] https://www.evalueserve.com/blog/why-professional-services-firms-are-changing-their-service-offerings/?utm_content=62892709&utm_medium=social&utm_source=twitter
[1] https://twitter.com/i/web/status/928477497582264321
[1] https://www.pwc.com/us/en/advisory-services/business-innovation/assets/2017-innovation-benchmark-findings.pdf?utm_content=buffer052de&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/930102977347641345
[1] https://twitter.com/i/web/status/930105836709601280

Top URLs in Tweet in G10:
[4] https://www.scoop.it/t/church-of-scotland-lord-high-commissioner-to-the-general-assembly-of-the-church-of-scotland-george-5th-duke-of-sutherland-estate-palace-of-hollyroodhouse-order-of-the-thistle-melrose-abbey-dornoch-cathedral-british-monarchy-identity-theft-case/p/4088291033/2017/11/06/hm-treasury-cabinet-secretary-sir-jeremy-heywood-lord-norman-lamont-of-lerwick-david-cameron-crime-scene-hmrc-biggest-money-laundering-offshore-tax-evasion-fraud-case?utm_medium=social&utm_source=twitter
[1] http://ow.ly/L5iU30goP8c
[1] https://www.linkedin.com/pulse/financial-conduct-authority-chairman-john-tag-aviation-gerald-carroll-1/?published=t

Top Domains
Top Domains in Tweet in Entire Graph:
[894] twitter.com
[827] reverbnation.com
[360] pwc.com
[120] youtube.com
[114] co.uk
[106] smh.re
[52] theguardian.com
[46] fb.me
[41] t.co
[39] linkedin.com

Top Domains in Tweet in G1:
[265] reverbnation.com
[208] twitter.com
[62] pwc.com
[39] smh.re
[36] fb.me
[21] theguardian.com
[18] feedburner.com
[16] co.uk
[16] linkedin.com
[13] google.com

Top Domains in Tweet in G2:
[139] pwc.com
[116] twitter.com
[16] pwc.at
[9] cio.com
[7] convey.pro
[3] pwc.ch
[2] youtube.com
[2] co.uk
[1] pwc.dk
[1] linkedin.com

Top Domains in Tweet in G3:
[110] twitter.com
[98] youtube.com
[41] t.co
[21] pwc.com
[15] smh.re
[8] com.au
[7] francesurf.net
[5] co.uk
[2] artillry.co
[2] rise.global

Top Domains in Tweet in G4:
[257] reverbnation.com
[10] twitter.com
[4] pwc.in
[2] pwc.com

Top Domains in Tweet in G5:
[35] twitter.com
[12] pwc.com
[2] pwc.at
[1] youtube.com
[1] businessinsider.com

Top Domains in Tweet in G6:
[57] co.uk
[42] twitter.com
[5] pwc.com
[4] icaew.com
[3] blogs.com
[3] youtube.com
[3] smh.re
[3] consultancy.uk
[2] linkedin.com
[1] cityam.com

Top Domains in Tweet in G7:
[34] twitter.com
[23] pwc.com
[6] smh.re
[4] linkedin.com
[2] pwc.fi
[2] blogs.com
[1] mobilemarketingmagazine.com
[1] weforum.org
[1] wearethecityjobs.com
[1] wbcsd.org

Top Domains in Tweet in G8:
[20] twitter.com
[17] pwc.com
[11] applytracking.com
[6] co.za
[2] pwc.to
[2] businessinsider.com
[2] usatoday.com
[2] linkedin.com
[1] fairygodboss.com
[1] bit.ly

Top Domains in Tweet in G9:
[10] com.au
[10] twitter.com
[2] saatchiart.com
[2] co.uk
[2] consultancy.uk
[2] com.pk
[2] evalueserve.com
[1] pwc.com

Top Domains in Tweet in G10:
[4] scoop.it
[1] ow.ly
[1] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1504] pwc
[1127] ai
[632] iot
[362] robotics
[347] automation
[336] healthtech
[272] bigdata
[242] healthcare
[218] digital
[218] megatrends



Top Hashtags in Tweet in G1:
[78] pwc
[18] ai
[13] iot
[12] تخفيضات_جولي_11_11
[11] automation
[11] robotics
[9] job
[8] cloud
[8] blockchain
[8] music

Top Hashtags in Tweet in G2:
[919] pwc
[856] ai
[497] iot
[313] robotics
[310] healthtech
[304] automation
[232] bigdata
[216] healthcare
[194] megatrends
[178] digitaltransformation

Top Hashtags in Tweet in G3:
[195] apec2017
[102] futureofwork
[82] pwc
[45] ai
[38] asiapac
[24] fintech
[17] outnext
[16] blockchain
[14] iot
[11] digital

Top Hashtags in Tweet in G4:
[9] digital
[8] big4now
[7] ai
[6] transformation
[5] iot
[5] internetofthings
[5] ioe
[4] fintech
[4] insurtech
[4] bigdata

Top Hashtags in Tweet in G5:
[140] ai
[112] pwc
[79] iot
[68] blockchain
[62] ar
[60] fintech
[58] vr
[48] robots
[45] drones
[45] 3dprinting

Top Hashtags in Tweet in G6:
[19] budget2017
[11] genderpaygap
[11] leadership
[8] goodgrowth
[7] leadersyne
[6] equalpayday
[6] beyondbrexit
[6] ifrs10
[4] intelligentdigital
[3] pwcdeals

Top Hashtags in Tweet in G7:
[31] pwc
[19] 4ir
[18] ai
[15] robotics
[15] drones
[13] megatrends
[11] drone
[11] uav
[8] iot
[8] dji

Top Hashtags in Tweet in G8:
[12] pwc
[7] leadersservehere
[5] pwcproud
[5] veteransday
[5] fasb
[5] cybersecurity
[4] hurricaneharvey
[4] tax
[3] feicfri2017
[3] cfri2017

Top Hashtags in Tweet in G9:
[2] accenture
[2] panamapapers
[2] professionalservices
[2] digital
[1] innovation
[1] big4
[1] tax
[1] usa
[1] uk
[1] taxavoidance

Top Hashtags in Tweet in G10:
[62] pwc
[41] fca
[41] johngriffithjones
[41] tagaviation
[21] davidcameron
[21] kpmg
[21] gt
[21] deloitte
[21] paradisepapers
[17] withersworldwide

Top Words
Top Words in Tweet in Entire Graph:
[2924] Words in Sentiment List#1: Positive
[1139] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[80622] Non-categorized Words
[84685] Total Words
[3754] pwc
[1186] mikequindazzi
[1147] ai
[853] out
[649] check

Top Words in Tweet in G1:
[598] pwc
[175] out
[159] check
[111] 2017
[105] music
[89] play
[75] 10
[75] primary
[70] 09
[70] ok

Top Words in Tweet in G2:
[1260] pwc
[1119] mikequindazzi
[858] ai
[506] iot
[313] robotics
[310] healthtech
[308] automation
[256] top
[246] states
[232] bigdata

Top Words in Tweet in G3:
[527] pwc
[195] apec2017
[135] more
[125] out
[109] video
[109] find
[107] reshaping
[106] disruptive
[106] technologies
[102] futureofwork

Top Words in Tweet in G4:
[259] free
[259] willy
[255] check
[255] out
[241] man
[241] thinketh
[233] drjimmystar
[18] freewillyband
[11] digital
[9] big4now

Top Words in Tweet in G5:
[179] pwc
[140] ai
[81] iot
[68] blockchain
[62] ar
[60] fintech
[58] vr
[55] antgrasso
[48] robots
[47] 8

Top Words in Tweet in G6:
[69] pwc_uk
[42] pwc
[39] out
[25] public
[23] find
[22] borrowing
[20] 2017
[19] budget2017
[18] new
[18] projections

Top Words in Tweet in G7:
[81] pwc
[39] wef
[21] 4ir
[19] s
[19] ai
[16] emerging
[15] robotics
[15] drones
[14] paper
[13] launch

Top Words in Tweet in G8:
[37] pwc
[22] s
[17] cfodirect
[13] new
[9] today
[9] pwc_za
[8] join
[8] more
[7] leadersservehere
[7] pwc_us_careers

Top Words in Tweet in G9:
[26] pwc
[18] deloitte
[15] kpmg
[10] michaelwestbiz
[10] forget
[10] queen
[10] m
[10] hutchence
[10] russkies
[10] nicole

Top Words in Tweet in G10:
[103] pwc
[62] trust
[56] carrolltrust
[56] https
[41] fca
[41] financial
[41] conduct
[41] authority
[41] chairman
[41] johngriffithjones

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[638] check,out
[316] pwc,ai
[273] ai,robotics
[259] free,willy
[241] out,man
[241] man,thinketh
[241] thinketh,free
[233] drjimmystar,check
[227] pwc,iot
[198] pwc,megatrends

Top Word Pairs in Tweet in G1:
[158] check,out
[87] play,music
[75] pwc,primary
[52] primary,ok
[40] 2017,10
[34] music,black
[33] black,martian
[33] 10,09
[28] pwc,secondary
[27] 09,08

Top Word Pairs in Tweet in G2:
[276] pwc,ai
[253] ai,robotics
[211] pwc,iot
[188] pwc,megatrends
[132] report,boardofdirectors
[132] important,role
[131] role,digitaltransformation
[130] pwc,report
[130] boardofdirectors,playing
[130] playing,increasingly

Top Word Pairs in Tweet in G3:
[109] find,out
[107] apec2017,video
[105] disruptive,technologies
[102] technologies,reshaping
[102] out,more
[102] more,apec2017
[100] pwc,disruptive
[97] reshaping,futureofwork
[97] futureofwork,find
[44] pwc,global

Top Word Pairs in Tweet in G4:
[259] free,willy
[255] check,out
[241] out,man
[241] man,thinketh
[241] thinketh,free
[233] drjimmystar,check
[16] freewillyband,check
[6] pwc's,digital
[6] digital,transformation
[6] transformation,blueprint

Top Word Pairs in Tweet in G5:
[48] iot,ai
[45] blockchain,drones
[45] disruptive,technologies
[44] drones,robots
[44] robots,3dprinting
[44] 3dprinting,vr
[44] vr,ar
[44] ar,iot
[44] ai,8
[44] 8,disruptive

Top Word Pairs in Tweet in G6:
[21] find,out
[21] public,borrowing
[18] borrowing,projections
[18] ahead,budget2017
[13] h1,2017
[11] out,now
[11] leadership,highly
[11] highly,disruptive
[11] disruptive,world
[10] pwc_uk,localdataco

Top Word Pairs in Tweet in G7:
[15] pwc,wef
[13] wef,launch
[13] launch,'sustainable
[13] 'sustainable,emerging
[13] emerging,cities'
[13] wef,pwc
[12] cities',paper
[11] pwc,s
[11] cost,drone
[11] drone,decreased

Top Word Pairs in Tweet in G8:
[6] pwc,s
[6] s,new
[6] re,talking
[6] talking,audit
[6] audit,innovation
[6] innovation,today
[6] join,pwc
[6] pwc,booth
[4] forbes,pwc
[4] new,board

Top Word Pairs in Tweet in G9:
[11] kpmg,pwc
[10] forget,queen
[10] queen,m
[10] m,hutchence
[10] hutchence,russkies
[10] russkies,nicole
[10] nicole,keith
[10] keith,check
[10] check,kpmg
[10] pwc,ey

Top Word Pairs in Tweet in G10:
[41] fca,financial
[41] financial,conduct
[41] conduct,authority
[41] authority,chairman
[41] chairman,johngriffithjones
[41] johngriffithjones,tagaviation
[41] tagaviation,sa
[41] sa,pwc
[41] pwc,switch
[41] switch,pwc

Top Replied-To
Top Replied-To in Entire Graph:
@pwc
@valaafshar
@vishkg_
@pwcdanica
@renoomokri
@abcbrisbane
@afteraliceband
@pwc_uk
@alumnidba
@neiraosci

Top Replied-To in G2:
@valaafshar
@pwc
@mikequindazzi

Top Replied-To in G3:
@pwc
@vishkg_
@renoomokri
@monster
@maalicrew
@wcvaruth
@aisha_binbishr
@badridude
@dilli_se_
@sherminvo

Top Replied-To in G5:
@neiraosci
@garreau75
@bourseettrading
@ahier
@guzmand
@andi_staub

Top Replied-To in G6:
@pwc_uk_careers
@pwc_uk
@mamadolson
@erausanow
@pwc_yorks_ne
@bbcbaxter

Top Replied-To in G7:
@pwc
@lcarvalhose
@pwc_media
@accanews
@acca
@dchou1107
@jasnam_sidhu
@llehtovuori

Top Replied-To in G8:
@pwc_uk
@kyle_mandy
@pwc_us_careers

Top Replied-To in G9:
@greensinspa
@repadamschiff
@realdonaldtrump
@thehill
@steventdennis
@harleyrouda
@ebfeu
@pwc
@generalelectric
@ey_uki

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@pwc
@drjimmystar
@pwc_uk
@antgrasso
@carrolltrust
@bob_moritz
@a_watch
@better_pak
@edmondcrabtree

Top Mentioned in G1:
@martianblack
@thefollowingrnr
@jafarsmusic
@thecato420
@reveninperryman
@anantayacorp
@internshipssa
@afropages
@realmattyice260

Top Mentioned in G2:
@mikequindazzi
@pwc
@jacburns_comext
@bourseettrading
@ipfconline1
@evankirstel
@anjahoffmann
@jensroehrich
@davidallenfd
@ianljones98

Top Mentioned in G3:
@pwc
@bob_moritz
@mikequindazzi
@andy_woodfield
@pwc_china
@amanda_gome
@outleadership
@almconsultintel
@helenbevan
@cynnalcymru

Top Mentioned in G4:
@drjimmystar
@freewillyband
@julesratcliffe
@dicapri18637978
@aockqqztsmeqc11
@zeekayinfo3
@mikequindazzi
@feihung2712
@pwc_indonesia
@adduco_tech

Top Mentioned in G5:
@pwc
@antgrasso
@andi_staub
@chboursin
@mikequindazzi
@deeplearn007
@info_data_mgmt
@helene_wpli
@ipfconline1
@psb_dc

Top Mentioned in G6:
@pwc_uk
@localdataco
@lee_wilkinson2
@obr_uk
@kevinjdellis
@pwc_uk_careers
@pwc_yorks_ne
@demos
@wallace_anna
@bbcradio4

Top Mentioned in G7:
@wef
@pwc
@pwc_middle_east
@mikequindazzi
@themisterfavor
@mdmontmt
@robmccargow
@smartdubai
@slushhq
@pwc_cy_press

Top Mentioned in G8:
@cfodirect
@pwc_za
@pwc_llp
@forbes
@pwc
@pwc_us_careers
@ccrace1
@usatoday
@teamrubicon
@schmidifrs_gaap

Top Mentioned in G9:
@pwc
@michaelwestbiz
@deloitte
@kpmg
@salesforce
@potus
@eynews
@timbuckleyieefa
@nickshaxson
@slalom

Top Mentioned in G10:
@carrolltrust

Top Tweeters
Top Tweeters in Entire Graph:
@lagoschase
@onlinelisting
@environmentguru
@arkangelscrap
@ntkrnow
@jurylady5
@afropages
@timesofnews
@newsupdate24int
@jacekwierzbicki

Top Tweeters in G1:
@lagoschase
@onlinelisting
@environmentguru
@ntkrnow
@afropages
@timesofnews
@newsupdate24int
@jacekwierzbicki
@jobs_board
@sjs_us

Top Tweeters in G2:
@toyota_venza
@sectest9
@alevergara78
@evankirstel
@innova_scape
@googleexpertuk
@amandahale_iot
@ottlegalrebels
@itknowingness
@smartcityfeed

Top Tweeters in G3:
@arkangelscrap
@startuprealtime
@zimei_no_ri
@bbcnews
@gis_sharer
@iboe_bt
@thanakorntao
@ironkong
@kwame_agyei
@newlytruly

Top Tweeters in G4:
@drjimmystar
@ron_1943
@nathealings
@adduco_tech
@ccollinsjr
@big4now
@zeekayinfo3
@btrpromotes
@eileenshapiro3
@julesratcliffe

Top Tweeters in G5:
@tech_sharer
@fintechna
@laveilletechno
@parvez1
@sai
@motolin5
@vanalich
@cityflyby
@todoenpcve
@spirosmargaris

Top Tweeters in G6:
@noteworthywifey
@freshsalis
@cityam
@julie_hutchison
@bbcradio4
@brummie_am_we
@equalpayact
@yorks_jobsboard
@lee_wilkinson2
@amelia_torode

Top Tweeters in G7:
@nowiamme
@cnn
@themisterfavor
@nocomp
@wef
@dchou1107
@juliosilvajr
@watc_jobs
@rana_usman
@zuzudotai

Top Tweeters in G8:
@agedchild003
@usatoday
@forbes
@bw
@tiyanitee
@internvidya
@geekulcha
@pwc_llp
@joseph_kewele
@_emejota7

Top Tweeters in G9:
@jurylady5
@lavajatonews
@thehill
@kcarruthers
@reuters
@afp
@throne_ie
@r_chirgwin
@dodona777
@wsj2150

Top Tweeters in G10:
@mmjblair
@carrolltrust
@williammorgan83
@suzannach0ng
@hugo4063
@hlramgiz
@kingdrall
@maxload82
@tunlskarona
@clemsoncompllne