#FinServ, Twitter, 3/24/2019 11:43:08 AM, 191475


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#FinServ_2019-03-24_03-33-13.xlsx
#FinServ_2019-03-24_03-33-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 24, 2019
Short Description:
#FinServ via NodeXL http://bit.ly/2U8iOBo
@jimmarous
@mikequindazzi
@ralexjimenez
@santchiweb
@the_lhoft
@maxjcm
@fintechna
@bristowcolin
@antgrasso
@psb_dc

Top hashtags:
#finserv
#fintech
#banking
#ai
#blockchain
#cryptocurrency
#bigdata
#insurtech
#regtech
#iot

Description:
Description
The graph represents a network of 2,187 Twitter users whose tweets in the requested range contained "#FinServ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 March 2019 at 10:34 UTC.

The requested start date was Sunday, 24 March 2019 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 7-day, 13-hour, 50-minute period from Saturday, 16 March 2019 at 10:00 UTC to Saturday, 23 March 2019 at 23:51 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 : 2187
Unique Edges : 4190
Edges With Duplicates : 3905
Total Edges : 8095
Number of Edge Types : 3
Mentions : 6753
Tweet : 1327
Replies to : 15
Self-Loops : 1327
Reciprocated Vertex Pair Ratio : 0.0303225806451613
Reciprocated Edge Ratio : 0.0588603631809643
Connected Components : 189
Single-Vertex Connected Components : 130
Maximum Vertices in a Connected Component : 1882
Maximum Edges in a Connected Component : 7634
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.716579
Graph Density : 0.00100213730724388
Modularity : 0.42136
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[101] http://burnmark.com
[96] https://thefinancialbrand.com/81757/digital-banking-contextual-data-ai-experience/?smedia-twt-jm
[72] https://www.bankingtech.com/2019/03/challenger-banks-country-by-country-whos-who-and-whats-their-tech/
[50] https://www.statista.com/chart/10012/fintech-adoption-rates/?utm_content=bufferd01a0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[36] https://bxfintech.com
[30] https://www.youtube.com/watch?reload=9&v=hs3RXtZfeWM
[28] https://www.youtube.com/watch?v=hngrhvLhEqo&feature=youtu.be

[27] https://thefinancialbrand.com/81280/banking-fintech-disruption-innovation-digital-brett-king/?smedia-twt-jm
[25] https://goo.gl/YgoYJC
[24] https://www.boardofinnovation.com/blog/techlab-building-the-future-of-innovation/

Top URLs in Tweet in G1:
[82] http://burnmark.com
[67] https://thefinancialbrand.com/81757/digital-banking-contextual-data-ai-experience/?smedia-twt-jm
[57] https://www.bankingtech.com/2019/03/challenger-banks-country-by-country-whos-who-and-whats-their-tech/
[27] https://bxfintech.com
[23] https://thefinancialbrand.com/81280/banking-fintech-disruption-innovation-digital-brett-king/?smedia-twt-jm
[23] https://goo.gl/YgoYJC
[21] https://www.youtube.com/watch?v=hngrhvLhEqo&feature=youtu.be

[20] https://www.afr.com/technology/digital-futurist-brett-king-on-why-credit-cards-will-disappear-20190313-h1cbmz
[15] https://thefinancialbrand.com/81303/data-insights-personalization-banking-ai-privacy-trends/?smedia-twt-JM
[13] https://www.youtube.com/watch?v=hngrhvLhEqo


Top URLs in Tweet in G2:
[46] https://www.statista.com/chart/10012/fintech-adoption-rates/?utm_content=bufferd01a0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://www.planetcompliance.com/2019/01/08/regtech-top-100-power-list-influential-regtech-firms/
[11] https://www.digitalbankingreport.com/?utm_content=buffer47d12&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] 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
[8] https://www.boardofinnovation.com/blog/techlab-building-the-future-of-innovation/
[8] https://thefinancialbrand.com/81757/digital-banking-contextual-data-ai-experience/?smedia-twt-jm
[8] http://OilPrice.com
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190054
[7] http://info.aravo.com/white-paper-cybersecurity-and-vendor-risk-the-third-party-risk-challenge-is-here-now?utm_content=87729481&utm_medium=social&utm_source=twitter&hss_channel=tw-31273094
[6] https://info.aravo.com/fsdemo?utm_campaign=15_Demos&utm_content=87547313&utm_medium=social&utm_source=twitter&hss_channel=tw-31273094

Top URLs in Tweet in G3:
[9] http://blogs.biomedcentral.com/on-physicalsciences/2019/03/20/big-data-and-heritage-collections/
[8] https://www.theguardian.com/commentisfree/2019/mar/17/let-big-date-unlock-secrets-of-our-bodies
[8] https://www.boardofinnovation.com/blog/techlab-building-the-future-of-innovation/
[7] http://Phys.Org
[7] https://phys.org/news/2019-03-big-aim-human-problem.html
[7] https://www.wkbw.com/news/local-news/nys-issues-guidelines-for-insurers-and-big-data
[6] https://www.enterprisetimes.co.uk/2019/03/19/data-quality-the-key-to-ensuring-big-data-is-good-data/
[5] https://www.datacenterdynamics.com/opinions/big-data-and-healthcare-life-saving-benefits-and-future-challenges/
[5] https://www.forbes.com/sites/forbeslacouncil/2019/03/13/the-top-three-big-data-trends-impacting-la-employers-in-2019/
[5] https://www.smartcitiesworld.net/news/how-augmented-analytics-will-make-big-data-smarter-3952

Top URLs in Tweet in G4:
[8] http://burnmark.com
[4] https://thefinancialbrand.com/81757/digital-banking-contextual-data-ai-experience/?smedia-twt-jm
[4] https://www.kioskmarketplace.com/blogs/cashless-expansion-cant-leave-cash-only-customers-behind-kiosks-have-a-role-to-play/
[4] https://www.youtube.com/watch?v=hngrhvLhEqo&feature=youtu.be

[3] https://www.pwc.com/us/en/industries/financial-services/library/pdf/pwc-libor-end-asset-managers.pdf
[3] http://www.richmedia.com
[2] https://www.youtube.com/playlist?list=PLN5UoEBCJUG6V9e3jXnWLwXY80H3wx8wx

[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190054
[2] https://sites-grant-thornton.vuturevx.com/25/1847/landing-pages/smandcr-breakfast-briefing.asp
[2] http://www.postrecession.com/

Top URLs in Tweet in G5:
[4] https://gomedici.com/future-of-payments-will-be-largely-invisible-with-connected-devices/
[4] https://optimizedworkforce.org/product/ai-opportunity-report-2018-financial-services-deep-dive/
[3] https://www.linkedin.com/feed/update/urn:li:activity:6511532243343732736
[3] https://www.finextra.com/pressarticle/77707/copenhagen-fintech-and-the-lhoft-sign-mou
[2] https://www.cbinsights.com/research/report/amazon-across-financial-services-fintech/
[2] https://business.financialpost.com/business-trends/building-a-digital-asset-ecosystem-through-blockchain-ai-and-fintech
[2] http://www.lhoft.com/en/insights/the-innovators-a-conversation-with-barbara-terra-sales-director-of-hacknowledge-luxembourg
[1] http://fortune.com/2019/03/12/ripple-forte-blockchain-games/
[1] http://www.nadifin.com/
[1] https://twitter.com/i/web/status/1109397631770509312

Top URLs in Tweet in G6:
[3] https://citywireusa.com/registered-investment-advisor/news/women-in-wealth-how-carolyn-mcclanahan-went-from-physician-to-financial-planner/a1205062?re=62888&refea=770896&utm_source=BulkEmail_USA+RIA+Weekly&utm_medium=BulkEmail_USA+RIA+Weekly&utm_campaign=BulkEmail_USA+RIA+Weekly
[2] https://citywireusa.com/registered-investment-advisor/news/tech-tips-how-to-build-up-your-brand-on-the-gram/a1210951?re=62885&refea=770896&utm_source=BulkEmail_USA+RIA+Weekly&utm_medium=BulkEmail_USA+RIA+Weekly&utm_campaign=BulkEmail_USA+RIA+Weekly&i=1
[2] https://citywireusa.com/registered-investment-advisor/news/betterment-adds-crm-integrations-to-ria-platform/a1209949?re=62886&refea=770896&utm_source=BulkEmail_USA+RIA+Weekly&utm_medium=BulkEmail_USA+RIA+Weekly&utm_campaign=BulkEmail_USA+RIA+Weekly
[2] https://www.investmentnews.com/article/20180130/FREE/180139995/this-is-the-no-1-cybersecurity-threat-to-financial-advisers-experts
[2] https://www.digitalfinanceconference.com/
[2] https://techcrunch.com/2019/03/11/starling-bank-southampton/
[1] https://twitter.com/i/web/status/1109581066967371776
[1] https://citywireusa.com/registered-investment-advisor/news/billionaire-bosses-the-richest-people-in-wealth-and-investments/a1210041?re=62886&refea=770896&utm_source=BulkEmail_USA+RIA+Weekly&utm_medium=BulkEmail_USA+RIA+Weekly&utm_campaign=BulkEmail_USA+RIA+Weekly
[1] https://citywireusa.com/professional-buyer/news/citywire-retreat-take-a-look-at-the-photos-from-day-two/a1211523?re=63081&refea=770896&utm_source=BulkEmail_International+Weekly+US+Domestic&utm_medium=BulkEmail_International+Weekly+US+Domestic&utm_campaign=BulkEmail_International+Weekly+US+Domestic&i=1
[1] https://citywireusa.com/professional-buyer/news/citywires-women-in-fund-selection-luncheon-in-pictures/a1211758?i=1

Top URLs in Tweet in G7:
[5] https://thefinancialbrand.com/67039/ai-hierarchy-of-data-needs/?smedia-twt-jm
[5] https://thefinancialbrand.com/81757/digital-banking-contextual-data-ai-experience/?smedia-twt-jm
[4] https://www.bankingtech.com/2019/03/challenger-banks-country-by-country-whos-who-and-whats-their-tech/
[2] https://www.ft.com/content/4547ba76-08e2-11e7-ac5a-903b21361b43
[2] http://burnmark.com
[2] https://thefinancialbrand.com/75610/digital-omnichannel-open-banking-platform-strategy-trends/?smedia-twt-jm
[2] https://www.ft.com/content/1390be10-4404-11e9-b83b-0c525dad548f
[2] http://OilPrice.com
[1] https://twitter.com/i/web/status/1109139356265123840
[1] https://twitter.com/i/web/status/1107945738405904384

Top URLs in Tweet in G8:
[4] https://www.cbinsights.com/research/report/amazon-across-financial-services-fintech/
[3] https://www.youtube.com/watch?reload=9&v=hs3RXtZfeWM
[3] https://thefinancialbrand.com/81757/digital-banking-contextual-data-ai-experience/?smedia-twt-jm
[2] https://breakingdownaiinfinservs.eventbrite.com/
[2] http://burnmark.com
[1] https://twitter.com/i/web/status/1109133163618619396
[1] https://twitter.com/i/web/status/1109511419706437632
[1] https://twitter.com/i/web/status/1107891973598441473
[1] https://twitter.com/i/web/status/1109099959444537344
[1] https://twitter.com/i/web/status/1109220752061014024

Top URLs in Tweet in G9:
[3] https://thefinancialbrand.com/81757/digital-banking-contextual-data-ai-experience/?smedia-twt-jm
[3] https://tonyvidler.com/the-pathway-to-professional-greatness/
[1] https://www.paymentsjournal.com/fighting-fintech-with-fintech/
[1] https://www.forbes.com/sites/forbestechcouncil/2019/03/19/why-the-cryptocurrency-space-is-stronger-than-ever/
[1] https://twitter.com/i/web/status/1106251722580725760
[1] https://twitter.com/i/web/status/1106251175542824961
[1] https://twitter.com/i/web/status/1105061807868207104
[1] https://twitter.com/i/web/status/1109063384778059776
[1] https://twitter.com/i/web/status/1109458797255245826
[1] https://twitter.com/i/web/status/1109496026728009728

Top URLs in Tweet in G10:
[3] https://www.i-scoop.eu/customer-experience/
[3] https://biztechmagazine.com/article/2019/03/credit-unions-can-do-more-prevent-email-fraud
[2] https://www.gbm.hsbc.com/insights/technology/instant-payment-schemes
[2] http://go.451research.com/Top-10-IT-Trends-For-2019.html
[2] https://event.on24.com/wcc/r/1927547/E641EAEC1C452FB69E8C577C5A327F53?partnerref=PingTwitter
[1] https://www.dnb.nl/en/binaries/Unchained
[1] Supervision
[1] in
[1] an
[1] open

Top Domains
Top Domains in Tweet in Entire Graph:
[897] twitter.com
[239] thefinancialbrand.com
[106] bankingtech.com
[101] burnmark.com
[96] youtube.com
[55] forbes.com
[50] statista.com
[44] aravo.com
[42] reuters.com
[36] bxfintech.com

Top Domains in Tweet in G1:
[158] thefinancialbrand.com
[88] twitter.com
[82] burnmark.com
[65] bankingtech.com
[34] youtube.com
[28] forbes.com
[27] bxfintech.com
[24] goo.gl
[20] afr.com
[13] afi-global.org

Top Domains in Tweet in G2:
[174] twitter.com
[46] statista.com
[42] aravo.com
[17] thefinancialbrand.com
[16] nodexlgraphgallery.org
[15] planetcompliance.com
[14] pwc.com
[13] reuters.com
[11] digitalbankingreport.com
[10] sepaforcorporates.com

Top Domains in Tweet in G3:
[189] twitter.com
[34] challengerbanks.net
[25] reuters.com
[14] phys.org
[12] co.uk
[11] finextra.com
[10] forbes.com
[9] biomedcentral.com
[8] theguardian.com
[8] boardofinnovation.com

Top Domains in Tweet in G4:
[150] twitter.com
[15] thefinancialbrand.com
[11] youtube.com
[8] burnmark.com
[6] richmedia.com
[5] pwc.com
[4] kioskmarketplace.com
[4] co.uk
[4] adrimillerheckman.com
[3] linkedin.com

Top Domains in Tweet in G5:
[40] twitter.com
[8] finextra.com
[4] gomedici.com
[4] lhoft.com
[4] optimizedworkforce.org
[3] linkedin.com
[2] nadifin.com
[2] zawya.com
[2] cbinsights.com
[2] forbes.com

Top Domains in Tweet in G6:
[19] twitter.com
[16] citywireusa.com
[3] financial-planning.com
[3] iris.xyz
[2] investmentnews.com
[2] digitalfinanceconference.com
[2] thefinancialbrand.com
[2] techcrunch.com
[1] wealthmanagement.com
[1] kitc.es

Top Domains in Tweet in G7:
[26] twitter.com
[13] thefinancialbrand.com
[4] ft.com
[4] bankingtech.com
[2] burnmark.com
[2] phys.org
[2] oilprice.com
[1] bcloudpartners.com
[1] afr.com
[1] boardofinnovation.com

Top Domains in Tweet in G8:
[17] twitter.com
[5] youtube.com
[5] thefinancialbrand.com
[4] cbinsights.com
[3] coindesk.com
[2] forbes.com
[2] eventbrite.com
[2] burnmark.com
[1] betakit.com
[1] theblockcrypto.com

Top Domains in Tweet in G9:
[19] twitter.com
[4] americanbanker.com
[4] thefinancialbrand.com
[3] forbes.com
[3] tonyvidler.com
[2] techcrunch.com
[1] paymentsjournal.com
[1] federalnewsnetwork.com
[1] gameskinny.com
[1] dzone.com

Top Domains in Tweet in G10:
[29] twitter.com
[3] i-scoop.eu
[3] forbes.com
[3] deloitte.com
[3] thefinancialbrand.com
[3] biztechmagazine.com
[3] on24.com
[2] hsbc.com
[2] 451research.com
[2] accenture.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2891] finserv
[2633] fintech
[1559] banking
[1187] ai
[558] blockchain
[461] cryptocurrency
[459] bigdata
[399] insurtech
[388] regtech
[329] iot



Top Hashtags in Tweet in G1:
[830] fintech
[715] finserv
[715] banking
[211] ai
[97] in
[90] bigdata
[88] cryptocurrency
[77] blockchain
[60] techtrends
[58] payments

Top Hashtags in Tweet in G2:
[693] finserv
[665] fintech
[462] ai
[206] blockchain
[201] insurtech
[200] banking
[161] regtech
[134] infographic
[120] cryptocurrency
[117] iot

Top Hashtags in Tweet in G3:
[280] finserv
[194] fintech
[193] ai
[191] bigdata
[155] iot
[118] datascience
[108] machinelearning
[100] deeplearning
[84] nlp
[84] robots

Top Hashtags in Tweet in G4:
[149] finserv
[93] fintech
[50] banking
[29] ai
[17] blockchain
[11] payments
[11] bank
[10] digital
[10] bigdata
[9] regtech

Top Hashtags in Tweet in G5:
[96] fintech
[67] finserv
[64] regtech
[59] digitaltransformation
[52] innovation
[39] data
[32] ai
[26] banking
[25] startup
[24] visualanalytics

Top Hashtags in Tweet in G6:
[53] finserv
[28] wealthmanagement
[22] fintech
[22] banking
[16] rias
[16] advisors
[14] ria
[9] financialadvisors
[8] ai
[6] citywireria

Top Hashtags in Tweet in G7:
[135] fintech
[123] finserv
[65] blockchain
[53] banking
[46] ai
[38] digitaltransformation
[33] digitalbanking
[32] smartcity
[31] retail
[28] infographics

Top Hashtags in Tweet in G8:
[70] finserv
[60] fintech
[54] ai
[39] banking
[30] cryptocurrency
[20] blockchain
[15] digitaldisruption
[13] digitaltransformation
[11] regtech
[10] startups

Top Hashtags in Tweet in G9:
[233] finserv
[216] fintech
[209] banking
[189] cryptocurrency
[133] finance
[119] banks
[104] vc
[97] blockchain
[49] regtech
[29] insurtech

Top Hashtags in Tweet in G10:
[48] finserv
[42] fintech
[30] banking
[22] innovation
[18] cx
[15] technology
[14] ai
[12] data
[12] selfdrivingfinance
[11] strategy

Top Words
Top Words in Tweet in Entire Graph:
[2593] Words in Sentiment List#1: Positive
[888] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[93993] Non-categorized Words
[97474] Total Words
[3168] gt
[2956] fintech
[2893] finserv
[1936] banking
[1370] ai

Top Words in Tweet in G1:
[905] banking
[877] fintech
[715] finserv
[606] jimmarous
[307] ai
[227] banks
[128] next
[122] know
[114] financial
[112] 5

Top Words in Tweet in G2:
[2596] gt
[854] fintech
[771] mikequindazzi
[695] finserv
[485] ai
[406] antgrasso
[340] blockchain
[256] banking
[201] insurtech
[188] financial

Top Words in Tweet in G3:
[409] data
[376] big
[346] more
[339] read
[324] here
[280] finserv
[223] gt
[218] ai
[216] fintech
[191] bigdata

Top Words in Tweet in G4:
[149] finserv
[119] gt
[96] fintech
[60] banking
[40] financial
[40] banks
[39] ai
[39] jimmarous
[38] mikequindazzi
[35] deeplearn007

Top Words in Tweet in G5:
[121] fintech
[109] ume_kyd
[97] the_lhoft
[67] finserv
[65] regtech
[60] innovation
[59] digitaltransformation
[56] award
[51] new
[44] data

Top Words in Tweet in G6:
[53] finserv
[47] business
[28] wealthmanagement
[26] banking
[23] fintech
[22] citywireusa
[19] over
[17] parent
[17] startups
[16] new

Top Words in Tweet in G7:
[136] fintech
[123] finserv
[94] ronald_vanloon
[88] gt
[66] blockchain
[61] banking
[59] bank
[58] future
[53] ai
[51] goldmansachs

Top Words in Tweet in G8:
[70] finserv
[60] ai
[60] fintech
[46] banking
[30] cryptocurrency
[23] blockchain
[21] digital
[20] data
[19] more
[17] gt

Top Words in Tweet in G9:
[233] finserv
[226] fintech
[225] banking
[194] cryptocurrency
[162] maxjcm
[149] banks
[139] blockchain
[135] finance
[104] vc
[49] regtech

Top Words in Tweet in G10:
[48] finserv
[42] banking
[42] fintech
[23] innovation
[20] cx
[17] data
[17] technology
[16] davidjmaireles
[15] ai
[14] customer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2021] gt,gt
[910] fintech,finserv
[640] banking,fintech
[496] banking,finserv
[453] big,data
[451] read,more
[432] more,here
[427] fintech,banking
[358] mikequindazzi,gt
[308] finserv,cryptocurrency

Top Word Pairs in Tweet in G1:
[449] fintech,finserv
[434] banking,fintech
[131] finserv,ai
[111] banking,finserv
[102] next,5
[102] 5,years
[92] banking,next
[90] years,banking
[87] retweet,know
[87] know,think

Top Word Pairs in Tweet in G2:
[1657] gt,gt
[293] mikequindazzi,gt
[135] gt,fintech
[115] financial,services
[109] mikequindazzi,ai
[103] fintech,insurtech
[102] solutions,gt
[101] gt,pwc
[95] fintech,adoption
[89] insurtech,finserv

Top Word Pairs in Tweet in G3:
[348] big,data
[334] read,more
[324] more,here
[148] here,bigdata
[145] gt,gt
[109] bigdata,datascience
[92] ai,iot
[88] datascience,machinelearning
[87] iot,finserv
[86] machinelearning,deeplearning

Top Word Pairs in Tweet in G4:
[77] gt,gt
[33] fintech,finserv
[19] deeplearn007,jimmarous
[16] banking,fintech
[13] financial,services
[13] jimmarous,great
[13] great,chart
[13] chart,challenger
[13] challenger,banks
[13] banks,devie_mohan

Top Word Pairs in Tweet in G5:
[42] award,regtech
[24] financial,services
[23] regtech,startup
[18] fintech,finserv
[17] startup,ume_kyd
[16] fund,distributors
[15] regtech,ume_kyd
[14] fintech,iot
[13] distributors,network
[13] network,fintech

Top Word Pairs in Tweet in G6:
[16] hydrogenapi,go
[16] go,hydro
[16] hydro,parent
[16] parent,team
[16] team,enterprise
[16] enterprise,business
[16] business,startups
[16] startups,existing
[16] existing,business
[16] business,head

Top Word Pairs in Tweet in G7:
[81] fintech,finserv
[58] gt,gt
[51] bank,future
[51] future,goldmansachs
[31] goldmansachs,smartcity
[31] smartcity,blockchain
[31] blockchain,retail
[31] retail,digitalbanking
[31] digitalbanking,fintech
[29] ronald_vanloon,bank

Top Word Pairs in Tweet in G8:
[27] banking,finserv
[21] fintech,banking
[12] cora,ai
[12] ai,powered
[12] powered,human
[12] human,digital
[12] digital,assistant
[12] assistant,developed
[12] developed,natwest
[12] natwest,bank

Top Word Pairs in Tweet in G9:
[201] fintech,banking
[201] banking,finserv
[189] finserv,cryptocurrency
[133] cryptocurrency,finance
[119] finance,banks
[104] vc,fintech
[80] banks,blockchain
[49] blockchain,regtech
[28] regtech,insurtech
[24] blockchain,fintech

Top Word Pairs in Tweet in G10:
[32] fintech,finserv
[18] banking,fintech
[9] finserv,cx
[9] innovation,technology
[6] ai,powered
[5] don,t
[4] technology,innovation
[4] strategy,innovation
[4] 6,countries
[4] countries,out

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jimmarous
@mikequindazzi
@antgrasso
@bristowcolin
@maxjcm
@ronald_vanloon
@ume_kyd
@psb_dc
@ralexjimenez
@burnmark_

Top Mentioned in G1:
@jimmarous
@devie_mohan
@burnmark_
@psb_dc
@finovate
@brettking
@ralexjimenez
@rale
@maxjcm
@forbes

Top Mentioned in G2:
@mikequindazzi
@antgrasso
@jimmarous
@salaamgateway
@bristowcolin
@linkedin
@ravikikan
@wef
@fisher85m
@gomedici

Top Mentioned in G3:
@bristowcolin
@supernovaelabs
@jimmarous
@thomas_harrer
@lago72
@mikequindazzi
@topcybernews
@finextra
@chris_skinner
@ruddyluce

Top Mentioned in G4:
@bamitav
@panviva

Top Mentioned in G5:
@ume_kyd
@the_lhoft
@nadifinhq
@hacknowledgech
@luxfinance
@technoport_lux
@saar_uni
@barbaraterra5
@finextra
@u

Top Mentioned in G6:
@citywireusa
@pinoyfool
@hydrogenapi
@revolutapp
@starlingbank
@monzo
@railsbank
@clear_bank
@corpgovuk
@jimmarous

Top Mentioned in G7:
@ronald_vanloon
@goldmansachs
@jimmarous
@mikequindazzi
@bristowcolin
@pwc
@alvinfoo
@jimma
@wef
@financialbrand

Top Mentioned in G8:
@paula_piccard
@kirkdborne
@bristowcolin
@nelson_hilliard
@wiprodigital
@getstratifyd
@georgianprtnrs
@jimmarous
@mastartpath
@msft4startups

Top Mentioned in G9:
@maxjcm
@mikequindazzi
@fgraillot
@topcybernews
@socialfave
@d_zimnoch
@silvelloandrea
@mi
@briter_bridges
@guidevine_fa

Top Mentioned in G10:
@davidjmaireles
@451research
@personetics
@geezeo
@gabekker
@deutschebank
@metro_bank
@fsclub
@daviddoughty
@biztechmagazine

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@nosqldigest
@deejayiwan
@bitcoinagile
@evankirstel
@gamergeeknews
@seekingalpha
@ottlegalrebels
@chidambara09

Top Tweeters in G1:
@evanderburg
@annwalthour
@marshacollier
@trippbraden
@mercyfajarinaj
@debraruh
@grattongirl
@dulcerengel
@azcentral
@parvez1

Top Tweeters in G2:
@sectest9
@bitcoinagile
@evankirstel
@chidambara09
@fintechna
@lelkan
@biconnections
@tess_blue815
@nancyrubin
@yvesmulkers

Top Tweeters in G3:
@gamergeeknews
@italiastartup_
@infopronetwork
@smeuks
@7wdata
@ham_gretsky
@machinelearn_d
@kuriharan
@jmarinpu
@cityam

Top Tweeters in G4:
@rvp
@villamizaritpro
@cryptinsight
@freshsalis
@xbrlstandard
@osint_sec
@bamitav
@alisovino
@racvfr
@eudyzerpa

Top Tweeters in G5:
@genemurphy
@m_o_tsuka15
@oleebranch
@money2020
@pascalbouvier
@videobourse_fr
@finextra
@sammaule
@amazon
@acegrl

Top Tweeters in G6:
@michaelkitces
@google
@therudingroup
@itv
@revolutapp
@monzo
@industryai
@machine_ml
@carolynmcc
@finplan

Top Tweeters in G7:
@arkangelscrap
@machinelearnflx
@gezgintrk
@gvalan
@ft
@technowornever
@zeekay15
@bdsharmas
@merckxcycling
@ene3112

Top Tweeters in G8:
@calcaware
@edaccessible
@drumeshprabhu
@esezaies
@mediapython
@metropulseusa
@edit_engine
@clarinette02
@kirkdborne
@pvynckier

Top Tweeters in G9:
@valaafshar
@howardstrauber
@cyndieannett
@digitalogi
@tonyvidler
@smartecocity
@thetacit1101
@_africa24
@gdsalesgroup
@archonsec

Top Tweeters in G10:
@manuel_vina
@pymnts
@capgemini
@pewresearch
@biztechmagazine
@raybordogna
@efma_news
@bankinnovation
@geezeo
@benweyer


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