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Barclays Bank_2018-08-10_02-22-39.xlsx
Barclays Bank_2018-08-10_02-22-39.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 10, 2018
Short Description:
Barclays Bank via NodeXL http://bit.ly/2Mi9GWP
@paullewismoney
@barclays
@barclays_kenya
@robinhadley1
@kensheets
@kwaicat
@barclaysuk
@lincolnsbible
@barclaysukhelp
@wernejochen

Top hashtags:
#barclays
#lgbt
#crypto
#fintech
#bitcoin
#blockchain
#cryptocurrency

Description:
Description
The graph represents a network of 3,893 Twitter users whose tweets in the requested range contained "Barclays Bank", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 10 August 2018 at 09:23 UTC.

The requested start date was Friday, 10 August 2018 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 7-minute period from Friday, 27 July 2018 at 00:29 UTC to Thursday, 09 August 2018 at 23:36 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 : 3893
Unique Edges : 4185
Edges With Duplicates : 709
Total Edges : 4894
Number of Edge Types : 3
Replies to : 411
Mentions : 3271
Tweet : 1212
Self-Loops : 1212
Reciprocated Vertex Pair Ratio : 0.0124782356355194
Reciprocated Edge Ratio : 0.0246488965319576
Connected Components : 1023
Single-Vertex Connected Components : 736
Maximum Vertices in a Connected Component : 1822
Maximum Edges in a Connected Component : 2350
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.780146
Graph Density : 0.00023027337918297
Modularity : 0.727981
NodeXL Version : 1.0.1.402

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[114] https://www.ccn.com/is-barclays-opening-crypto-trading-bank-and-traders-offer-differing-takes/
[67] https://www.financemagnates.com/cryptocurrency/news/goldman-sachs-and-barclays-bank-have-secret-crypto-plans/
[41] https://www.cnyakundi.com/barclays-in-shambles-senior-barclays-bank-manager-ann-alele-resigns-after-nyakundi-expose/
[40] https://www.bbc.co.uk/news/uk-england-beds-bucks-herts-44997674
[30] https://trib.al/T2Vu1v4
[26] https://www.finextra.com/newsarticle/32478/barclays-bank-takes-stake-in-marketinvoice
[16] https://trib.al/QuSqOj2
[15] https://trib.al/HKr1n39
[15] https://sludgefeed.com/barclays-traders-reveal-bank-could-be-building-crypto-desk/
[14] https://www.ccn.com/is-barclays-opening-crypto-trading-bank-and-traders-offer-differing-takes/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1025985896091463682

Top URLs in Tweet in G2:
[45] https://www.ccn.com/is-barclays-opening-crypto-trading-bank-and-traders-offer-differing-takes/
[32] https://www.bbc.co.uk/news/uk-england-beds-bucks-herts-44997674
[21] https://www.financemagnates.com/cryptocurrency/news/goldman-sachs-and-barclays-bank-have-secret-crypto-plans/
[14] https://www.ccn.com/is-barclays-opening-crypto-trading-bank-and-traders-offer-differing-takes/?utm_source=dlvr.it&utm_medium=twitter
[11] https://www.telegraph.co.uk/business/2018/07/29/barclays-defy-ed-bramson-investment-bank-stands-firm/
[10] https://www.businessinsider.com/barclays-staff-asses-crypto-trading-desk-but-banks-stresses-no-plans-2018-8
[7] https://www.standard.co.uk/news/crime/brazen-raiders-smash-into-barclays-bank-in-jcb-a3898896.html
[7] https://www.coindesk.com/ibm-barclays-and-citi-team-up-to-launch-blockchain-app-store-for-banks/
[6] https://www.bbc.co.uk/news/uk-england-beds-bucks-herts-44997674?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.coindesk.com/ibm-barclays-and-citi-team-up-to-launch-blockchain-app-store-for-banks/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[22] https://www.finextra.com/newsarticle/32478/barclays-bank-takes-stake-in-marketinvoice
[5] https://newsroom.barclays.com/r/3635/_barclays_partners_with_leading_fintech_marketinvoice
[4] https://www.fintechtalents.com/video-interviews/?utm_source=twitter&utm_medium=video&utm_campaign=andy
[4] elphick
[4] barclays
[3] http://www.internationalfinance.com/fintech/barclays-partners-leading-fintech-marketinvoice/
[3] https://blog.marketinvoice.com/2018/08/02/barclays-partners-marketinvoice/
[3] https://www.information-age.com/barclays-bank-partners-marketinvoice-123473895/
[3] https://secure.greenpeace.org.uk/page/s/Barclays
[2] http://news.google.com/news/url?sa=t&fd=R&ct2=us&usg=AFQjCNEapdhSAApsWadi6aN2lOouuPAq6w&clid=c3a7d30bb8a4878e06b80cf16b898331&cid=52779978984842&ei=k11dW4iFNdaG3wH1g4O4CA&url=https://blogs.wsj.com/moneybeat/2018/07/26/bank-of-america-hires-barclays-leveraged-finance-head/

Top URLs in Tweet in G4:
[11] https://www.barclays.co.uk/current-accounts/what-do-i-need-to-open-a-bank-account/
[8] https://bank.barclays.co.uk/olb/authlogin/contactUsContainer.do#/contactUs
[3] https://www.barclays.co.uk/current-accounts/bank-account/overdrafts/
[3] https://www.barclays.co.uk/ways-to-bank/mobile-banking-services/contactless-mobile/
[2] https://www.barclays.co.uk/current-accounts/international-student-bank-account/
[2] https://www.barclays.co.uk/ways-to-bank/international-payments/
[1] https://twitter.com/i/web/status/1027700271114272768
[1] https://twitter.com/i/web/status/1026477465156431873
[1] https://twitter.com/i/web/status/1023004572598587397
[1] https://www.barclays.co.uk/

Top URLs in Tweet in G5:
[3] https://www.facebook.com/notes/barclays-bank-of-kenya/terms-and-conditions-timizake-usage-drive-promotion/1699406796803317/
[1] https://www.barclays.co.ke/faqs/
[1] https://www.barclays.co.ke/faqs
[1] https://twitter.com/i/web/status/1025462882723667970
[1] https://twitter.com/i/web/status/1026354301378158592
[1] https://twitter.com/i/web/status/1027562863056039936
[1] https://twitter.com/i/web/status/1027527542142652416
[1] https://twitter.com/i/web/status/1027441630918389761
[1] https://sokodirectory.com/2018/07/barclays-bank-to-boost-kenyan-women-entrepreneurs-through-the-she-trades-initiative/
[1] https://sokodirectory.com/2018/07/the-barclays-bank-of-kenyas-investment-journey-the-best-time-to-bet-on-their-shares/

Top URLs in Tweet in G6:
[2] https://www.theguardian.com/business/2017/jun/20/sfo-charges-barclays-bank-executives-ceo-2008-qatar-fundraising
[1] https://twitter.com/i/web/status/996127359936983040
[1] https://twitter.com/i/web/status/1022640108749684736
[1] http://www.thisismoney.co.uk/money/markets/article-3774960/Missing-emails-prove-Barclays-secret-deal-Qatar-City-financier-claims-bank-lost-key-records-controversial-2-3bn-loan.html
[1] https://twitter.com/JamesFourM/status/862360561266438145

Top URLs in Tweet in G7:
[54] https://www.ccn.com/is-barclays-opening-crypto-trading-bank-and-traders-offer-differing-takes/
[29] https://www.financemagnates.com/cryptocurrency/news/goldman-sachs-and-barclays-bank-have-secret-crypto-plans/
[8] https://bitcoinnews.com/uk-bank-barclays-could-be-tapping-into-crypto/
[5] https://toshitimes.com/barclays-bank-goes-after-double-blockchain-patents-on-banking-services/?platform=hootsuite
[3] https://thebitcoinnews.com/goldman-sachs-and-barclays-bank-have-secret-crypto-plans/
[1] https://thebitcoinnews.com/advertise/
[1] https://twitter.com/i/web/status/1026775988624089089
[1] https://www.newsbtc.com/2018/08/07/barclays-is-reportedly-not-opening-a-crypto-trading-desk/
[1] https://twitter.com/CryptoCoinsNews/status/1026928601537675266

Top URLs in Tweet in G8:
[41] https://www.cnyakundi.com/barclays-in-shambles-senior-barclays-bank-manager-ann-alele-resigns-after-nyakundi-expose/
[1] https://twitter.com/i/web/status/1026757387535962112
[1] https://twitter.com/i/web/status/1022038325224517632

Top URLs in Tweet in G10:
[15] https://sludgefeed.com/barclays-traders-reveal-bank-could-be-building-crypto-desk/
[2] https://www.ccn.com/is-barclays-opening-crypto-trading-bank-and-traders-offer-differing-takes/
[1] https://twitter.com/i/web/status/1026995943567241216
[1] https://www.businessinsider.com/barclays-staff-asses-crypto-trading-desk-but-banks-stresses-no-plans-2018-8

Top Domains
Top Domains in Tweet in Entire Graph:
[366] twitter.com
[197] co.uk
[133] ccn.com
[85] trib.al
[68] financemagnates.com
[41] cnyakundi.com
[35] businessinsider.com
[31] finextra.com
[25] conferencecalltranscripts.org
[24] reuters.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[194] twitter.com
[92] co.uk
[62] ccn.com
[25] conferencecalltranscripts.org
[24] businessinsider.com
[22] financemagnates.com
[17] coindesk.com
[15] reuters.com
[13] lnkd.in
[11] theugandanjobline.com

Top Domains in Tweet in G3:
[23] finextra.com
[20] twitter.com
[7] google.com
[6] org.uk
[5] barclays.com
[4] co.uk
[4] fintechtalents.com
[3] internationalfinance.com
[3] marketinvoice.com
[3] information-age.com

Top Domains in Tweet in G4:
[41] co.uk
[20] twitter.com
[1] barclayspartnerfinance.com
[1] bitly.com
[1] tamebay.com
[1] natwest.com

Top Domains in Tweet in G5:
[9] twitter.com
[4] facebook.com
[4] co.ke
[2] sokodirectory.com

Top Domains in Tweet in G6:
[3] twitter.com
[2] theguardian.com
[1] co.uk

Top Domains in Tweet in G7:
[54] ccn.com
[29] financemagnates.com
[8] bitcoinnews.com
[5] toshitimes.com
[4] thebitcoinnews.com
[2] twitter.com
[1] newsbtc.com

Top Domains in Tweet in G8:
[41] cnyakundi.com
[2] twitter.com

Top Domains in Tweet in G10:
[15] sludgefeed.com
[2] ccn.com
[1] twitter.com
[1] businessinsider.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[129] barclays
[68] lgbt
[66] crypto
[48] fintech
[44] bitcoin
[39] blockchain
[37] cryptocurrency
[29] bank
[24] barclaysbank
[20] banking



Top Hashtags in Tweet in G2:
[53] barclays
[21] crypto
[19] bitcoin
[16] cryptocurrency
[14] blockchain
[12] bank
[12] ibm
[12] banks
[12] news
[12] finance

Top Hashtags in Tweet in G3:
[25] fintech
[15] tarsands
[9] barclays
[9] stoppipelines
[9] huddersfield
[8] bank
[5] technology
[5] uk
[5] ai
[4] bitcoin

Top Hashtags in Tweet in G4:
[1] onlineshopping
[1] fraud
[1] bank
[1] internet
[1] onlinefraud
[1] creditcard
[1] visa
[1] madness
[1] uk
[1] help

Top Hashtags in Tweet in G5:
[3] timizake
[2] sokonews
[2] cemsummit18
[1] letsgrowtogether
[1] bigconversation
[1] ssl
[1] omnirelevance
[1] cem
[1] africa
[1] capetown

Top Hashtags in Tweet in G7:
[14] blockchain
[9] bitcoin
[5] banking
[3] ico
[2] cryptocurrency
[2] crypto
[2] bank
[1] btc
[1] bitcoinnews
[1] btcusd

Top Hashtags in Tweet in G8:
[12] passionforlife
[1] suesafaricom

Top Hashtags in Tweet in G9:
[68] lgbt

Top Hashtags in Tweet in G10:
[13] crypto
[7] barclays
[6] xrp
[6] xrpcommunity
[6] ripplenews

Top Words
Top Words in Tweet in Entire Graph:
[1196] Words in Sentiment List#1: Positive
[1320] Words in Sentiment List#2: Negative
[96] Words in Sentiment List#3: Angry/Violent
[80761] Non-categorized Words
[83278] Total Words
[3562] bank
[3440] barclays
[1766] rise
[1047] s
[992] hi

Top Words in Tweet in G1:
[1746] rise
[875] barclays
[875] bank
[874] paullewismoney
[873] hi
[873] amanda
[873] team
[873] immediately
[873] announce
[873] mortgage

Top Words in Tweet in G2:
[818] barclays
[815] bank
[260] crypto
[188] traders
[179] trading
[115] takes
[113] opening
[109] offer
[107] differing
[87] desk

Top Words in Tweet in G3:
[326] bank
[301] barclays
[74] marketinvoice
[50] fintech
[46] s
[46] barclaysuk
[35] u
[33] today
[30] world
[30] partnership

Top Words in Tweet in G4:
[79] barclays
[74] bank
[51] account
[48] barclaysukhelp
[25] hi
[17] link
[16] online
[15] s
[15] please
[15] 2

Top Words in Tweet in G5:
[96] bank
[62] barclays_kenya
[35] barclays
[22] hi
[21] absa
[18] official
[17] timiza
[14] kenya
[11] loan
[11] mobile

Top Words in Tweet in G6:
[146] bank
[101] barclays
[60] lincolnsbible
[58] 3
[58] miss
[58] role
[58] criminal
[58] laundering
[58] mogilevich
[58] now

Top Words in Tweet in G7:
[111] barclays
[111] bank
[95] crypto
[61] trading
[54] opening
[54] traders
[54] offer
[54] differing
[54] takes
[50] cryptocoinsnews

Top Words in Tweet in G8:
[96] barclays
[57] bank
[43] c_nyakundih
[41] shambles
[41] senior
[41] manager
[41] ann
[41] alele
[41] resigns
[41] nyakundi

Top Words in Tweet in G9:
[68] ric_mcc
[68] little
[68] list
[68] things
[68] dups
[68] jim
[68] wells
[68] now
[68] boycott
[68] supporting

Top Words in Tweet in G10:
[72] crypto
[72] barclays
[67] bank
[66] traders
[64] building
[64] desk
[55] out
[49] nothing
[49] works
[48] fintechfrank

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[901] s,bank
[891] barclays,bank
[885] team,barclays
[885] mortgage,rates
[884] rates,thursday
[883] hi,amanda
[883] amanda,team
[883] barclays,immediately
[883] immediately,announce
[883] announce,rise

Top Word Pairs in Tweet in G1:
[873] hi,amanda
[873] amanda,team
[873] team,barclays
[873] barclays,immediately
[873] immediately,announce
[873] announce,rise
[873] rise,mortgage
[873] mortgage,rates
[873] rates,thursday
[873] thursday,s

Top Word Pairs in Tweet in G2:
[269] barclays,bank
[144] crypto,trading
[111] opening,crypto
[108] barclays,opening
[108] trading,bank
[108] bank,traders
[108] traders,offer
[107] offer,differing
[107] differing,takes
[73] investment,bank

Top Word Pairs in Tweet in G3:
[79] barclays,bank
[27] yr,old
[26] safe,personal
[26] personal,data
[26] data,barclays
[26] bank,privateeyenews
[25] excited,announce
[25] ian_fraser,safe
[22] u,s
[21] deutsche,bank

Top Word Pairs in Tweet in G4:
[20] barclays,bank
[16] bank,account
[7] following,link
[6] another,bank
[5] online,banking
[5] barclaysukhelp,hi
[4] online,form
[4] log,complaint
[4] more,information
[4] open,account

Top Word Pairs in Tweet in G5:
[18] bank,official
[16] barclays,bank
[11] mobile,app
[10] group,limited
[9] repay,loan
[9] loan,using
[9] using,timiza
[9] timiza,mobile
[9] app,848
[9] 848,promise

Top Word Pairs in Tweet in G6:
[61] barclays,bank
[58] 3,miss
[58] miss,barclays
[58] bank,role
[58] role,criminal
[58] criminal,laundering
[58] laundering,mogilevich
[58] mogilevich,now
[58] now,onto
[58] onto,budapest

Top Word Pairs in Tweet in G7:
[55] crypto,trading
[54] barclays,opening
[54] opening,crypto
[54] trading,bank
[54] bank,traders
[54] traders,offer
[54] offer,differing
[54] differing,takes
[40] cryptocoinsnews,barclays
[37] barclays,bank

Top Word Pairs in Tweet in G8:
[55] barclays,bank
[41] barclays,shambles
[41] shambles,senior
[41] senior,barclays
[41] bank,manager
[41] manager,ann
[41] ann,alele
[41] alele,resigns
[41] resigns,nyakundi
[40] nyakundi,expose

Top Word Pairs in Tweet in G9:
[68] little,list
[68] list,things
[68] things,dups
[68] dups,jim
[68] jim,wells
[68] wells,now
[68] now,boycott
[68] boycott,supporting
[68] supporting,lgbt
[68] lgbt,community

Top Word Pairs in Tweet in G10:
[64] barclays,traders
[64] crypto,desk
[49] traders,building
[49] building,out
[49] out,crypto
[49] desk,bank
[49] bank,nothing
[49] nothing,works
[48] fintechfrank,barclays
[15] traders,reveal

Top Replied-To
Top Replied-To in Entire Graph:
@barclaysukhelp
@barclays
@barclays_kenya
@barclaysuk
@clansewe
@gentlemanjamie
@ssbib85
@bottingann
@____________xzz
@martin_kiprono

Top Replied-To in G1:
@paullewismoney

Top Replied-To in G2:
@cooperativewind

Top Replied-To in G3:
@barclays
@barclaysuk
@rachelbotsman
@a3456gf
@bigtsafc
@days_crypto
@wmnjoya
@gnomeicide
@ameyaw112
@sqlidump

Top Replied-To in G4:
@barclaysukhelp
@barclays
@gentlemanjamie
@____________xzz
@bottingann
@ssbib85
@gazzamundi
@nebulacaesar
@thebaileyhead
@vicky0375

Top Replied-To in G5:
@barclays_kenya
@clansewe
@martin_kiprono
@kcbgroup
@sethjapheth
@jbushgithaka
@waweru48
@ashawoo9
@okindamichael
@izraelotieno1

Top Replied-To in G6:
@lincolnsbible
@saysdana
@barclays_kenya
@piersmorgan

Top Replied-To in G8:
@muthonithangwa
@c_nyakundih

Top Replied-To in G9:
@joeman42

Top Replied-To in G10:
@dave_jonez_02

Top Mentioned
Top Mentioned in Entire Graph:
@paullewismoney
@barclays
@ric_mcc
@lincolnsbible
@marketinvoice
@cryptocoinsnews
@fintechfrank
@barclaysuk
@c_nyakundih
@business

Top Mentioned in G1:
@paullewismoney
@juliahb1
@barclays

Top Mentioned in G2:
@ntechyel
@bdnews24
@parkingreview
@hebertkonlabs
@ugandanjoblines
@albertommoral
@xrpcryptowolf
@afropagesen
@ebargainstoday

Top Mentioned in G3:
@barclays
@marketinvoice
@barclaysuk
@privateeyenews
@ian_fraser
@anilstocker
@finextra
@rachelbotsman
@elphick_andrew
@huddsgreenpeace

Top Mentioned in G4:
@barclays
@hsbc_uk
@barclaysukhelp
@santanderuk
@asknationwide
@natwest_help
@askhalifaxbank
@makingmonzo
@firstdirect
@visa

Top Mentioned in G5:
@barclays_kenya
@barclays
@katenderu
@absa
@robertalai
@mboyaapollo
@disembe
@itsmutai
@muthuimkenya
@kinyanboy

Top Mentioned in G6:
@lincolnsbible
@spicyfiles
@ninaandtito
@realdonaldtrump
@jamesfourm
@lulu_lemew
@b_ofrights
@macfinn44
@dark_wisdom_
@corlebra777

Top Mentioned in G7:
@cryptocoinsnews
@realtimecrypto
@bitcoinnewscom
@mywishplatform
@newsbtc
@news_mainstream
@thebitcoinnews
@litecoincrypt0
@cryptorandolph
@bitcoin_korea

Top Mentioned in G8:
@c_nyakundih
@lucamatoke
@renaultkenya
@barclays_kenya
@goldfishpr
@cbkkenya
@absasouthafrica

Top Mentioned in G9:
@ric_mcc

Top Mentioned in G10:
@fintechfrank
@sludgefeed
@craig_a_russo
@jroachmtmagent
@tenaciousbtc
@cryptocoinsnews
@xrpyoda

Top Tweeters
Top Tweeters in Entire Graph:
@notiven
@cgnetwork
@americanbanking
@jornalistavitor
@fortraders
@cryptotraderpro
@arkangelscrap
@auldcove
@paginanuova
@afropages

Top Tweeters in G1:
@auldcove
@s9tmt
@roblwilson
@porridgeisgood
@mconway70
@leocullen4
@markwallaceglos
@thefabledaesop
@carterscollecta
@jmcefalas

Top Tweeters in G2:
@cgnetwork
@americanbanking
@fortraders
@paginanuova
@afropages
@jbkavungal
@bdnews24
@thenewsglobe
@newsoneplace
@bitcoinagile

Top Tweeters in G3:
@edgametec
@tomwoods55
@fintechna
@reuters
@espaciobitve
@bkaysac
@fxstreetnews
@sexygirl798
@gilli5
@hopeesperanz

Top Tweeters in G4:
@natwest_help
@asknationwide
@barclaysukhelp
@askhalifaxbank
@asklloydsbank
@barclaycard
@rbs_help
@elizcro
@hsbc_uk
@pilgrimchris

Top Tweeters in G5:
@safaricom_care
@habbradley
@coldtusker
@aol
@robertalai
@kcbgroup
@clansewe
@kbcchannel1
@keequitybank
@att

Top Tweeters in G6:
@badjerry_1
@b140tweet
@theresamax
@horsecrazybean
@ydanasmithdutra
@vedehimajumdar
@fwdcrocblu
@princessbravato
@wellness4you13
@womensaveusa

Top Tweeters in G7:
@cryptotraderpro
@lelkan
@blockchainflux
@thebitcoinnews
@realtimecrypto
@bitcoinnewscom
@medinacerecero
@kyoshiro7904
@cryptorandolph
@alfidiovalera

Top Tweeters in G8:
@c_nyakundih
@teddymunene
@absasouthafrica
@muscadd
@lu_kei
@mrbasilica
@clintonambutsi3
@erastuspunk
@ericc_mwiti
@babuendereali

Top Tweeters in G9:
@joeman42
@fiona7689fiona
@niallsf
@elaineyoung94
@magpie839
@lizmcshane
@celticissimo
@glic16
@ainefromderry
@darrenoleary825

Top Tweeters in G10:
@djwarrenyoung
@lorettabower3
@diggadugger
@tenaciousbtc
@socialheadliner
@oscarwgrut
@ken_nairne
@kokotheapechild
@criptobastardo
@ganzocrypt