#FinServ, Twitter, 11/10/2020 12:56:14 AM, 239979


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#FinServ_2020-11-09_16-30-01.xlsx
#FinServ_2020-11-09_16-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 10, 2020
Short Description:
#FinServ via NodeXL https://bit.ly/32woAj7
@enricomolinari
@spirosmargaris
@jimmarous
@psb_dc
@ralexjimenez
@ottlegalrebels
@fintechna
@xbond49
@lindagrass0
@interfima

Top hashtags:
#finserv
#fintech
#banking
#ai
#innovation
#digitaltransformation

Description:
Description
The graph represents a network of 2,510 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 Tuesday, 10 November 2020 at 00:40 UTC.

The requested start date was Sunday, 08 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 34-minute period from Sunday, 25 October 2020 at 01:05 UTC to Sunday, 08 November 2020 at 00:40 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 : 2510
Unique Edges : 3567
Edges With Duplicates : 10348
Total Edges : 13915
Number of Edge Types : 5
Retweet : 3783
MentionsInRetweet : 6179
Mentions : 2974
Tweet : 911
Replies to : 68
Self-Loops : 1016
Reciprocated Vertex Pair Ratio : 0.0372763419483101
Reciprocated Edge Ratio : 0.0718735026353618
Connected Components : 224
Single-Vertex Connected Components : 155
Maximum Vertices in a Connected Component : 2153
Maximum Edges in a Connected Component : 13442
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.561218
Graph Density : 0.000994189840875637
Modularity : 0.298864
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,510 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 Tuesday, 10 November 2020 at 00:40 UTC.

The requested start date was Sunday, 08 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 34-minute period from Sunday, 25 October 2020 at 01:05 UTC to Sunday, 08 November 2020 at 00:40 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #FinServ
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[109] https://www.cbinsights.com/research/report/fintech-trends-q2-2020/
[105] https://www.planetcompliance.com/2020/01/08/the-regtech-top-100-2020-edition/
[67] https://www.everestgrp.com/2019-12-customer-journey-mapping-in-banking-three-case-studies-results-market-insights-52187.html/
[66] https://www.planetcompliance.com/2017/06/23/planet-compliance-top-50-regtech-influencers/
[57] -
[46] https://hbswk.hbs.edu/item/the-dark-side-of-fintech-borrowing
[37] https://fintechnews.ch/virtual-banking/digital-banking-champions-lead-in-ux-functionalities-and-ecosystem-building/40428/?utm_content=bufferb3940&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[33] https://www.forbes.com/sites/louiscolumbus/2020/10/31/the-state-of-ai-adoption-in-financial-services/?sh=717bd8062aac&utm_content=buffer6c014&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[32] https://www.finextra.com/newsarticle/36849/covid-19-spurs-fintech-regulation-innovation---study
[31] https://dy.si/M1kzc

Top URLs in Tweet in G1:
[101] https://www.cbinsights.com/research/report/fintech-trends-q2-2020/
[85] https://www.planetcompliance.com/2020/01/08/the-regtech-top-100-2020-edition/
[65] https://www.planetcompliance.com/2017/06/23/planet-compliance-top-50-regtech-influencers/
[40] https://hbswk.hbs.edu/item/the-dark-side-of-fintech-borrowing
[30] https://fintechnews.ch/virtual-banking/digital-banking-champions-lead-in-ux-functionalities-and-ecosystem-building/40428/?utm_content=bufferb3940&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[29] https://www.finextra.com/newsarticle/36849/covid-19-spurs-fintech-regulation-innovation---study
[29] https://www.forbes.com/sites/louiscolumbus/2020/10/31/the-state-of-ai-adoption-in-financial-services/?sh=717bd8062aac&utm_content=buffer6c014&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[23] https://www.ft.com/content/8522829e-2314-4476-9d52-b0e9e731f2f6?utm_content=buffer7782f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[22] https://www.hedgethink.com/digital-asset-fintech-hubs-essential-society-5-0/
[22] https://fintechnews.ch/virtual-banking/the-future-of-retail-banking-is-ecosystem-based-mobile-first-and-data-driven-study/40301/?utm_content=bufferc0c6a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[12] https://thefinancialbrand.com/87080/digital-banking-transformation-research-trends-future/?smedia-twt-jm
[11] https://www.aitimejournal.com/@jimmy.rodela/the-role-of-artificial-intelligence-in-the-financial-service-industry
[8] https://www.forbes.com/sites/ronshevlin/2020/09/28/how-fintech-can-help-the-financial-health-crisis/?utm_content=buffer3404c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.oneragtime.com/24-industries-disrupted-by-ai-infographic/?utm_content=bufferd4b98&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://fintechnews.ch/virtual-banking/the-future-of-retail-banking-is-ecosystem-based-mobile-first-and-data-driven-study/40301/?utm_content=bufferc0c6a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://dy.si/M1kzc
[3] https://www.forbes.com/sites/louiscolumbus/2020/10/31/the-state-of-ai-adoption-in-financial-services/?sh=717bd8062aac&utm_content=buffer6c014&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.ft.com/content/8522829e-2314-4476-9d52-b0e9e731f2f6?utm_content=buffer7782f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://buff.ly/3247Krw
[3] https://www.investmentbankingcouncil.org/blog/innovation-priorities-in-the-investment-space-a-guide-for-investment-banking-professionals

Top URLs in Tweet in G3:
[62] https://www.everestgrp.com/2019-12-customer-journey-mapping-in-banking-three-case-studies-results-market-insights-52187.html/
[19] https://www.planetcompliance.com/2020/01/08/the-regtech-top-100-2020-edition/
[10] https://www.everestgrp.com/2018-12-potential-use-cases-of-quantum-computing-in-banking-financial-services-48389.html/
[8] https://www2.deloitte.com/us/en/insights/industry/financial-services/cybersecurity-maturity-financial-institutions-cyber-risk.html
[5] https://www.gartner.com/en/doc/2020-2022-emerging-technology-roadmap-for-large-enterprises
[4] https://atos.net/en/artificial-intelligence
[4] https://www.accenture.com/gb-en/insights/insurance/rise-insurtech?utm_content=buffer478e0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.raconteur.net/infographics/personalised-premiums/
[4] https://www.raconteur.net/infographics/the-world-of-fintech/
[3] https://dock9.com/latest/why-all-financial-companies-should-invest-in-a-design-system

Top URLs in Tweet in G4:
[3] https://explore.sprinklr.com/webinar-cx-conversations-financial-institutions.html?tfa_1350=twitter&tfa_1351=social&utm_content=webinar&utm_source=twitter&utm_medium=social&utm_campaign=cx-conversations-finserv-10-28-20&utm_source=TWITTER-&utm_medium=rose&utm_campaign=Sprinklr+Advocacy
[3] https://www.eweek.com/
[2] https://truchoicefinancial.com/Home/Index
[2] https://www.finextra.com/pressarticle/84791/credability-releases-mobile-app?es_id=7c1a6d88e6
[2] https://www.finextra.com/pressarticle/84791/credability-releases-mobile-app?es_id=e7e4d155f6
[2] http://CVSoci.al/sOLmqJH4
[2] https://advisorhubsummit.vfairs.com/en/registration
[1] https://paper.li/SandeshSegu/1334813122?edition_id=e2ce4f70-166d-11eb-8430-002590a5ba2d
[1] https://paper.li/vmtrigo?edition_id=a34b6510-1689-11eb-8732-0cc47a0d1605
[1] https://paper.li/solbilbaolopez/1322830827?edition_id=237453e0-1690-11eb-8732-0cc47a0d1605

Top URLs in Tweet in G5:
[11] https://provoke.fm/episode-362-show-me-how-to-save-the-money/
[5] https://provoke.fm/episode-360-the-art-of-innovation/
[5] https://provoke.fm/episode-361-the-path-to-open-finance/
[3] https://www.finextra.com/the-long-read/64/iso-20022-holds-key-to-fintech-innovation-and-competition-in-years-to-come
[3] https://ncfacanada.org/second-phase-of-open-banking-virtual-consultations-dates/
[3] https://www.cnbc.com/2020/10/26/ant-group-to-raise-tktk-billion-in-biggest-ipo-of-all-time.html
[3] https://provoke.fm/fintech-innovation-during-covid-19/
[2] https://www.cbinsights.com/research/report/fintech-trends-q2-2020/
[2] https://www.lhoft.com/en/meet-the-fintech-community/global-leaders-series-with-henri-arslanian
[2] https://www.lhoft.com/en/meet-the-fintech-community/sogelife-conference-dialogue-2020

Top URLs in Tweet in G6:
[7] https://www.wsj.com/articles/how-to-make-artificial-intelligence-less-biased-11604415654
[5] https://www.fastcompany.com/90569030/stripe-now-lets-businesses-put-money-directly-into-carbon-removal
[5] https://uk.reuters.com/article/us-sofi-bank-charter-idUKKBN27D27W
[4] https://www.fintechmagazine.com/banking/phygital-touch-fusing-digital-and-physical-finance
[4] https://www.prnewswire.com/news-releases/zelle-network-exceeds-one-billion-payments-in-12-months-setting-a-new-record-for-the-payments-network-301164455.html
[4] https://www.coindesk.com/figure-technologies-applies-national-bank-charter
[4] https://pymnts.com/
[3] https://www.hindustantimes.com/business-news/jack-ma-blasts-global-financial-regulators-curbs-on-innovation/story-lIYCmM5X849yZtj3la2RTJ.html
[3] https://www.forbes.com/sites/forbestechcouncil/2020/10/26/digital-transformation-a-key-enabler-for-wealth-management-firms-in-post-pandemic-times/
[3] https://biztechmagazine.com/article/2020/10/moneyfest-2020-how-digital-banking-saved-us-economy

Top URLs in Tweet in G7:
[40] -
[10] blog
[10] A
[10] Discussion
[10] on
[10] Banking:
[10] The
[10] Future
[10] of
[10] Banking

Top URLs in Tweet in G8:
[2] https://www.fintrail.co.uk/news/2020/10/28/covid-19-and-the-rush-to-digital-onboarding
[2] https://www.intersystems.com/virtual-summit-2020/
[2] https://devops.com/how-to-secure-fintech-applications-and-protect-customer-data/
[2] https://www.infosecurity-magazine.com/news/two-thirds-financial-services/#.X6PsUrvA-uQ.twitter
[1] https://www.finextra.com/newsarticle/36836/jpmorgan-builds-on-blockchain-based-payment-network
[1] https://twitter.com/i/web/status/1317459189271195649
[1] https://twitter.com/i/web/status/1320180216174538754
[1] https://twitter.com/i/web/status/1320187856472555521
[1] https://twitter.com/i/web/status/1320873459392548864
[1] https://twitter.com/i/web/status/1321622589697978369

Top URLs in Tweet in G9:
[15] https://dy.si/M1kzc
[6] https://www.wired.co.uk/article/mastercard-digital-transactions?utm_content=buffer29f6c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://www.datasciencecentral.com/profiles/blogs/the-future-is-bright-for-banking-1
[4] https://www.refinitiv.com/en/top-100-finance-social-media-influencers#full-list
[3] https://www.finextra.com/newsarticle/36861/socit-gnrale-cio-how-baas-is-future-proofing-banking-business-models
[3] https://www.finextra.com/newsarticle/36882/bbva-moves-market-data-network-to-aws
[2] https://www.reuters.com/article/plaid-m-a-visa-doj-int-idUSKBN27D07H?taid=5f98e2424f48e300011f5d8c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.finextra.com/newsarticle/36875/fca-changes-open-banking-id-requirements-for-life-after-brexit
[2] https://www.finextra.com/newsarticle/36878/nordic-capital-acquires-regtech-from-bearingpoint
[2] https://www.finextra.com/newsarticle/36881/which-calls-for-banks-to-reimburse-victims-of-computer-takeover-scams

Top URLs in Tweet in G10:
[16] -
[4] blog
[4] A
[4] Discussion
[4] on
[4] Banking:
[4] The
[4] Future
[4] of
[4] Banking

Top Domains
Top Domains in Tweet in Entire Graph:
[512] twitter.com
[190] planetcompliance.com
[109] cbinsights.com
[104] forbes.com
[94] finextra.com
[85] everestgrp.com
[70] fintechnews.ch
[63] thefinancialbrand.com
[61] morningtick.com
[56] ft.com

Top Domains in Tweet in G1:
[169] planetcompliance.com
[136] twitter.com
[101] cbinsights.com
[64] forbes.com
[53] fintechnews.ch
[43] ft.com
[40] hbs.edu
[34] finextra.com
[33] bloomberg.com
[32] coindesk.com

Top Domains in Tweet in G2:
[50] twitter.com
[17] thefinancialbrand.com
[16] forbes.com
[13] aitimejournal.com
[11] morningtick.com
[7] fintechnews.ch
[6] soundshore.net
[5] buff.ly
[5] oneragtime.com
[4] dy.si

Top Domains in Tweet in G3:
[80] everestgrp.com
[58] twitter.com
[19] planetcompliance.com
[14] deloitte.com
[12] raconteur.net
[7] atos.net
[7] accenture.com
[7] co.uk
[5] fintechnews.ch
[5] gartner.com

Top Domains in Tweet in G4:
[59] twitter.com
[15] paper.li
[10] finextra.com
[8] linkedin.com
[5] voicestorm.com
[5] cvsoci.al
[5] truchoicefinancial.com
[3] sprinklr.com
[3] dy.si
[3] eweek.com

Top Domains in Tweet in G5:
[29] provoke.fm
[22] twitter.com
[12] paper.li
[9] finextra.com
[8] lhoft.com
[8] ncfacanada.org
[6] thefinancialbrand.com
[5] thefinanser.com
[3] cnbc.com
[2] techcrunch.com

Top Domains in Tweet in G6:
[43] twitter.com
[20] pymnts.com
[13] morningtick.com
[10] finextra.com
[9] crowdfundinsider.com
[9] thefinancialbrand.com
[9] bizjournals.com
[8] fintechmagazine.com
[8] paymentsjournal.com
[8] wsj.com

Top Domains in Tweet in G7:
[30] twitter.com
[23] crmscience.com
[12] verint.com
[11] pardot.com
[9] linkedin.com
[6] thefinancialbrand.com
[5] targetgroup.com
[5] tigergraph.com
[4] okt.to
[3] ashfordalesseea.com

Top Domains in Tweet in G8:
[25] twitter.com
[25] voicestorm.com
[5] co.uk
[4] finextra.com
[3] ft.com
[3] intersystems.com
[2] cnbc.com
[2] thefinancialbrand.com
[2] youtube.com
[2] devops.com

Top Domains in Tweet in G9:
[19] finextra.com
[15] dy.si
[10] twitter.com
[6] co.uk
[5] datasciencecentral.com
[4] refinitiv.com
[3] reuters.com
[2] darkreading.com
[2] greenfinanceplatform.org
[2] bloomberg.com

Top Domains in Tweet in G10:
[19] twitter.com
[3] upcontent.com
[2] dan.com
[2] forbes.com
[2] verint.com
[2] heap.io
[2] linkedin.com
[2] eventscase.com
[1] qcashfinancial.com
[1] planetcompliance.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3292] finserv
[2909] fintech
[1085] banking
[1064] ai
[441] innovation
[322] digitaltransformation
[298] artificialintelligence
[297] payments
[275] machinelearning
[245] regtech



Top Hashtags in Tweet in G1:
[1200] fintech
[1165] finserv
[506] banking
[425] ai
[252] innovation
[200] machinelearning
[152] regtech
[151] artificialintelligence
[138] regulation
[122] data

Top Hashtags in Tweet in G2:
[486] fintech
[478] finserv
[360] ai
[120] business
[108] marketing
[104] paytech
[100] devops
[99] artificialintelligence
[93] smartcities
[86] algorithms

Top Hashtags in Tweet in G3:
[329] finserv
[300] fintech
[106] ai
[79] banking
[76] digitaltransformation
[57] innovation
[48] infographic
[41] cybersecurity
[34] digitalbanking
[34] payments

Top Hashtags in Tweet in G4:
[155] finserv
[28] fintech
[16] banking
[9] digitalbanking
[9] app
[9] outsystems
[8] cybersecurity
[7] truchoice
[5] security
[5] becybersmart

Top Hashtags in Tweet in G5:
[165] fintech
[139] finserv
[77] banking
[33] ai
[28] innovation
[24] lhoft
[22] payments
[17] insurtech
[14] strategy
[14] leadership

Top Hashtags in Tweet in G6:
[302] fintech
[289] finserv
[198] banking
[51] digitalbanking
[46] payments
[34] paytech
[32] cx
[27] ux
[23] ai
[22] digitaltransformation

Top Hashtags in Tweet in G7:
[183] finserv
[124] fintech
[66] banking
[45] salesforce
[41] digitaltransformation
[36] ai
[27] finance
[24] fintechs
[22] crm
[20] sfdc

Top Hashtags in Tweet in G8:
[108] finserv
[71] fintech
[48] regtech
[38] regulation
[32] banking
[28] cybersecurity
[25] cdwsocial
[24] payment
[22] security
[19] ai

Top Hashtags in Tweet in G9:
[87] fintech
[79] finserv
[38] ai
[19] digitaltransformation
[17] banking
[15] startups
[14] customerjourney
[14] iot
[14] wealthmanagement
[14] ml

Top Hashtags in Tweet in G10:
[46] finserv
[8] spsfamily
[7] internet
[7] digitalmarketing
[7] smm
[7] iot
[7] growthhacking
[7] seo
[7] innovation
[7] startups

Top Words
Top Words in Tweet in Entire Graph:
[3233] #finserv
[2889] #fintech
[1528] enricomolinari
[1055] #ai
[974] #banking
[692] financial
[519] services
[468] spirosmargaris
[437] #innovation
[417] gt

Top Words in Tweet in G1:
[1189] #fintech
[1143] #finserv
[422] #ai
[416] #banking
[355] spirosmargaris
[305] enricomolinari
[249] #innovation
[240] xbond49
[219] planetcomplianc
[200] #machinelearning

Top Words in Tweet in G2:
[753] enricomolinari
[484] #fintech
[453] #finserv
[353] #ai
[128] wef
[120] #business
[106] #marketing
[105] business
[100] #paytech
[100] #devops

Top Words in Tweet in G3:
[373] gt
[326] #finserv
[323] financial
[298] #fintech
[261] lindagrass0
[259] antgrasso
[252] services
[223] enricomolinari
[177] banking
[167] customer

Top Words in Tweet in G4:
[155] #finserv
[28] #fintech
[20] brands
[19] financial
[18] delivering
[17] latest
[17] services
[16] #banking
[16] time
[14] way

Top Words in Tweet in G5:
[164] #fintech
[136] #finserv
[96] the_lhoft
[75] #banking
[35] fintech
[34] covid
[33] #ai
[30] enricomolinari
[28] #innovation
[27] innovation

Top Words in Tweet in G6:
[300] #fintech
[287] #finserv
[197] #banking
[66] enricomolinari
[61] digital
[51] #digitalbanking
[46] #payments
[39] bank
[38] ralexjimenez
[34] #paytech

Top Words in Tweet in G7:
[181] #finserv
[123] #fintech
[55] #banking
[52] enricomolinari
[45] #salesforce
[43] crmscience
[40] #digitaltransformation
[36] #ai
[29] banking
[26] fintech

Top Words in Tweet in G8:
[108] #finserv
[70] #fintech
[48] #regtech
[38] #regulation
[32] #banking
[32] data
[28] #cybersecurity
[25] #cdwsocial
[24] #payment
[22] #security

Top Words in Tweet in G9:
[87] #fintech
[78] #finserv
[38] #ai
[32] enricomolinari
[31] co
[25] future
[23] kirkdborne
[22] financial
[20] services
[19] #digitaltransformation

Top Words in Tweet in G10:
[46] #finserv
[13] services
[12] financial
[9] future
[8] insurance
[7] happens
[7] second
[7] #internet
[7] #digitalmarketing
[7] #smm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1174] #fintech,#finserv
[408] #finserv,#banking
[398] financial,services
[292] #finserv,#ai
[263] #finserv,#fintech
[225] enricomolinari,#fintech
[212] gt,gt
[195] #fintech,#banking
[181] well,done
[176] wef,enricomolinari

Top Word Pairs in Tweet in G1:
[442] #fintech,#finserv
[165] #finserv,#banking
[158] well,done
[125] #machinelearning,#fintech
[122] #finserv,#ai
[119] planetcomplianc,#regtech
[119] #regtech,#fintech
[111] valued,248b
[109] #fintech,#banking
[102] according,cbinsights

Top Word Pairs in Tweet in G2:
[237] #fintech,#finserv
[127] wef,enricomolinari
[111] #finserv,#ai
[100] enricomolinari,#fintech
[100] #business,#devops
[100] #devops,#fintech
[87] enricomolinari,#smartcities
[86] #ai,#algorithms
[71] #smartcities,#ai
[62] #finserv,#paytech

Top Word Pairs in Tweet in G3:
[203] gt,gt
[194] financial,services
[139] link,gt
[106] financial,institutions
[95] #fintech,#finserv
[92] lindagrass0,financial
[78] cyber,security
[63] customer,journey
[63] journey,mapping
[63] mapping,banking

Top Word Pairs in Tweet in G4:
[19] #finserv,brands
[18] #fintech,#finserv
[11] safe,compliant
[11] compliant,way
[11] way,join
[11] social,media
[10] brands,using
[10] using,social
[10] media,safe
[10] join,cx

Top Word Pairs in Tweet in G5:
[71] #fintech,#finserv
[31] #finserv,#banking
[26] covid,19
[16] #lhoft,member
[14] reading,jpnicols
[14] jpnicols,newsfeed
[14] newsfeed,#innovation
[14] #innovation,#strategy
[14] #strategy,#leadership
[14] #leadership,#fintech

Top Word Pairs in Tweet in G6:
[153] #finserv,#banking
[145] #fintech,#finserv
[25] #finserv,#fintech
[23] #cx,#ux
[21] #finserv,#cx
[18] #banking,#digitalbanking
[15] #fintech,startup
[13] #banking,#finserv
[13] #payments,#paytech
[11] financial,services

Top Word Pairs in Tweet in G7:
[34] #fintech,#finserv
[33] #finserv,#fintech
[26] crm,science
[24] #banking,#finance
[21] #fintechs,#banking
[19] #fintech,#fintechs
[18] #finance,#digitaltransformation
[17] #finserv,#ai
[16] easy,#userexperience
[16] #userexperience,wins

Top Word Pairs in Tweet in G8:
[38] #fintech,#finserv
[20] #regulation,#regtech
[17] #finserv,org
[12] struggling,validate
[12] validate,users
[12] users,coming
[12] coming,#finserv
[12] org,network
[12] network,zero
[12] zero,trust

Top Word Pairs in Tweet in G9:
[30] #fintech,#finserv
[20] financial,services
[18] kirkdborne,future
[17] #finserv,co
[17] future,#fintech
[17] #fintech,megatrends
[17] megatrends,reshaping
[17] reshaping,financial
[17] services,value
[17] value,chain

Top Word Pairs in Tweet in G10:
[8] financial,services
[7] happens,second
[7] second,#internet
[7] #internet,#digitalmarketing
[7] #digitalmarketing,#smm
[7] #smm,#iot
[7] #iot,#growthhacking
[7] #growthhacking,#seo
[7] #seo,#innovation
[7] #innovation,#startups

Top Replied-To
Top Replied-To in Entire Graph:
@nafisalam
@kvanderhoydonk
@tunstallasc
@scottzoldi
@davidbundirisk
@heavens_lucy
@capital_finserv
@ritengohil
@oscarjofre
@markgossin

Top Replied-To in G1:
@kvanderhoydonk
@nafisalam
@psb_dc
@efipm
@stevewal63
@bristowcolin
@daviddoughty
@ottlegalrebels
@neirajones
@s_gibbins

Top Replied-To in G7:
@enricomolinari
@digitalbankrpt
@ashfordalesseea

Top Replied-To in G8:
@nafisalam

Top Replied-To in G10:
@samanthatwenty

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@spirosmargaris
@lindagrass0
@xbond49
@antgrasso
@cbinsights
@jimmarous
@psb_dc
@planetcomplianc
@wef

Top Mentioned in G1:
@spirosmargaris
@xbond49
@planetcomplianc
@enricomolinari
@jimmarous
@psb_dc
@cbinsights
@deeplearn007
@ralexjimenez
@deeplearn

Top Mentioned in G2:
@enricomolinari
@wef
@cbinsights
@visualcap
@spirosmargaris
@mashable
@jimmarous
@santchiweb
@ronald_vanloon
@jbl

Top Mentioned in G3:
@lindagrass0
@antgrasso
@enricomolinari
@everestgroup
@deloitteinsight
@antgrasso_it
@an
@visualcap
@orcasec
@spirosmargaris

Top Mentioned in G4:
@alexainfo
@riojone88460378

Top Mentioned in G5:
@the_lhoft
@enricomolinari
@breakingbanks1
@jpnicols
@ralexjimenez
@spirosmargaris
@cbinsights
@henriarslanian
@psb_dc
@eppfeu

Top Mentioned in G6:
@enricomolinari
@ralexjimenez
@pymnts
@morningtick
@spirosmargaris
@wsj
@deeplearn007
@paypal
@davidjmaireles

Top Mentioned in G7:
@crmscience
@enricomolinari
@verint
@jimmarous
@santchiweb
@ashfordalesseea
@cbinsights
@targetgroupltd
@tigergraphdb
@uxdesignagency

Top Mentioned in G8:
@biztechmagazine
@enricomolinari
@cambridgealtfin
@nafisalam
@psb_dc
@intersystemsau
@finextra
@antgroup
@ft

Top Mentioned in G9:
@kirkdborne
@enricomolinari
@techrepublic
@spirosmargaris
@sbmeunier
@sheena2804
@techopcode
@nancytr83158469
@mastercard

Top Mentioned in G10:
@sps_family
@debabrataruida1
@jbacarella
@lindagrass0
@ber_chain
@garciarica
@verndaletweets
@anz_nz
@t3techhub
@bobveres

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@chidambara09
@cybersec_feeds
@bitcoinagile
@annemariayritys
@evankirstel
@gambiste1
@iam__network
@femtech_

Top Tweeters in G1:
@tess_blue815
@calcaware
@lelkan
@andrewmorrisuk
@ssxman2
@trippbraden
@nicochan33
@gezgintrk
@jeandoobs
@viralvideovlogs

Top Tweeters in G2:
@sectest9
@annemariayritys
@evankirstel
@lorimoreno
@business
@morgfair
@santchiweb
@evanderburg
@cybersecurityn8
@amazingchevvolt

Top Tweeters in G3:
@paoloigna1
@cybersec_feeds
@businessinsider
@fintechna
@bexxmodd
@vivmilano
@akwyz
@ilovebooks786
@quick13
@xzpwedvhhh37i3c

Top Tweeters in G4:
@bitcoinagile
@iam__network
@alexainfo
@nenyish
@mikeyuhn
@neo4j
@carbonreports
@susanweiner
@solbilbaolopez
@damia

Top Tweeters in G5:
@mediapython
@batizlazo
@shenery2
@matwg
@jasonlk
@interactionsinc
@gigaom
@michaeldacosta
@userexperienceu
@interfima

Top Tweeters in G6:
@billnigh
@itau
@globeandmail
@nubank
@wsj
@kingofpayments
@enriquen
@tictoc
@venturebeat
@tedcoine

Top Tweeters in G7:
@chidambara09
@aldoceccarelli
@rosenchild
@designthinkbot
@benzinga
@lightifyco1
@_eqwal
@s_galimberti
@olilince
@sprintbaseb

Top Tweeters in G8:
@ndtv
@reuters
@zdnet
@jayeshmthakur
@tachouhoner
@jdsupra
@googlepayindia
@athigah
@wired
@techreview

Top Tweeters in G9:
@xaelbot
@codegnuts
@nlognbot
@digitaldecoded1
@serverlessfan
@techrepublic
@valerysobolev
@women_who_code
@rogeliogalvn2
@kirkdborne

Top Tweeters in G10:
@ottlegalrebels
@software4iot
@bubbles4tw
@ennomnom
@petetheplanner
@drdendere
@jhalemarketing
@creditkarma
@realjayhale
@ginamuscato


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