#FinServ, Twitter, 4/25/2021 4:01:30 AM, 253470


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#FinServ_2021-04-24_18-19-20.xlsx
#FinServ_2021-04-24_18-19-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 25, 2021
Short Description:
#FinServ via NodeXL https://bit.ly/2QZitAM
@enricomolinari
@interfima
@psb_dc
@spirosmargaris
@antgrasso
@stratorob
@jimmarous
@the_lhoft
@steube
@mofitzp100

Top hashtags:
#fintech
#finserv
#ai
#banking
#insurtech
#innovation
#iot
#marketing
#payments
#startup

Description:
Description
The graph represents a network of 2,915 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, 25 April 2021 at 01:30 UTC.

The requested start date was Sunday, 25 April 2021 at 00:01 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 12-day, 7-hour, 0-minute period from Monday, 12 April 2021 at 16:29 UTC to Saturday, 24 April 2021 at 23:30 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 : 2915
Unique Edges : 4412
Edges With Duplicates : 15891
Total Edges : 20303
Number of Edge Types : 5
Retweet : 5686
MentionsInRetweet : 10858
Mentions : 2893
Tweet : 822
Replies to : 44
Self-Loops : 964
Reciprocated Vertex Pair Ratio : 0.0364935562077325
Reciprocated Edge Ratio : 0.0704173334974763
Connected Components : 140
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 2610
Maximum Edges in a Connected Component : 19775
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.450172
Graph Density : 0.000956287208731492
Modularity : 0.265848
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,915 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, 25 April 2021 at 01:30 UTC.

The requested start date was Sunday, 25 April 2021 at 00:01 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 12-day, 7-hour, 0-minute period from Monday, 12 April 2021 at 16:29 UTC to Saturday, 24 April 2021 at 23:30 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:
[77] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[52] https://thefinancialbrand.com/112905/understanding-how-google-sees-financial-services/?smedia-twt-jm
[49] https://www.businessinsider.com/how-first-time-founders-got-screwed-by-dirty-term-sheets-2021-4?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[43] https://thefinancialbrand.com/113199/innovation-digital-transformation-u-s-bank-podcast-interview/?smedia-twt-jm
[37] https://fintechnews.ch/digital-transformation/banks-fell-short-of-meeting-customers-expectations-in-2021/44093/?utm_content=bufferf22eb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[33] https://blog.starpointllp.com/?p=4939
[33] https://thefinancialbrand.com/112423/digital-banking-account-opening-sales-growth/?smedia-twt-jm
[32] https://www.yorkshirepost.co.uk/business/how-fintech-can-play-a-bigger-role-in-tackling-climate-change-3200861
[32] https://thefinancialbrand.com/112386/banking-digital-transformation-agile-culture-peoples-bank/?smedia-twt-jm
[32] https://www.americanbanker.com/news/ai-in-banking-where-it-works-and-where-it-doesnt?utm_content=buffer0e5d8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[24] https://www.businessinsider.com/how-first-time-founders-got-screwed-by-dirty-term-sheets-2021-4?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[21] https://www.linkedin.com/posts/pinakilaskar_ai-algorithms-cybersecurity-activity-6790132408084697088-OaE1
[18] https://www.addressintel.com
[13] https://iottechnews.com/news/2021/jan/19/research-higher-robot-densities-linked-increased-productivity/?utm_content=buffer88290&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[12] https://www.americanbanker.com/news/ai-in-banking-where-it-works-and-where-it-doesnt?utm_content=buffer0e5d8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://www.ibm.com/blogs/industries/better-ai-banking-financial-services-cognitive-factory/
[11] https://bankingblog.accenture.com/open-banking-in-the-middle-east-time-is-of-the-essence?utm_content=162834991&utm_medium=social&utm_source=linkedin&hss_channel=lis-J-WZqJVa21
[9] https://www.wired.com/story/foundations-ai-riddled-errors/?utm_content=bufferb9c37&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.paymentscardsandmobile.com/facial-recognition-for-payments-authentication-to-hit-1-4-billion-users/

Top URLs in Tweet in G2:
[40] https://thefinancialbrand.com/112905/understanding-how-google-sees-financial-services/?smedia-twt-jm
[36] https://thefinancialbrand.com/113199/innovation-digital-transformation-u-s-bank-podcast-interview/?smedia-twt-jm
[31] https://fintechnews.ch/digital-transformation/banks-fell-short-of-meeting-customers-expectations-in-2021/44093/?utm_content=bufferf22eb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[29] https://blog.starpointllp.com/?p=4939
[27] https://thefinancialbrand.com/112795/digital-banking-humanized-customer-experiences/?smedia-twt-jm
[26] https://www.forbes.com/sites/aprilrudin/2021/04/12/over-segmenting-in-financial-services-is-so-over-byeboomer-byemillennial-byewomen/
[25] https://thefinancialbrand.com/112715/digital-transformation-marous-shevlin-debate-mx-big-tech-fintech/?smedia-twt-jm
[24] https://thefinancialbrand.com/112386/banking-digital-transformation-agile-culture-peoples-bank/?smedia-twt-jm
[24] https://www.crowdfundinsider.com/2021/04/174365-morocco-is-now-home-to-many-fintech-services-crowdfunding-lending-advanced-data-analytics-platforms-report/
[24] https://thefinancialbrand.com/podcasts/future-of-community-banks-at-risk-marsico-banking-transformed-podcast/?smedia-twt-jm

Top URLs in Tweet in G3:
[10] https://www.insurancenews.com.au/analysis/insurtech-trends-using-data-to-create-dynamic-insurance
[10] http://www.businessworld.in/article/Role-Of-Location-Intelligence-In-Personalising-Banking-Services/14-04-2021-386549/
[6] https://securityboulevard.com/category/sbn/
[6] https://thefinancialbrand.com/112423/digital-banking-account-opening-sales-growth/
[6] https://www.everestgrp.com/2018-12-potential-use-cases-of-quantum-computing-in-banking-financial-services-48389.html/
[5] https://www.raconteur.net/finance/insurance/is-standardisation-the-key-to-building-customer-loyalty/
[5] https://www.pymnts.com/cryptocurrency/2021/digital-pound-could-help-uk-compete-as-financial-hub/
[5] https://www.thestreet.com/crypto/defi/anti-money-laundering-crypto
[4] https://www.forbes.com/sites/sarahkocianski/2021/04/22/one-thing-we-often-forget-about-financial-inclusion/?sh=1853a6cf199e
[4] https://www.on-sitemag.com/features/applying-lessons-learned-from-cyber-insurance-to-traditional-lines-of-coverage/

Top URLs in Tweet in G4:
[16] https://www.americanbanker.com/news/ai-in-banking-where-it-works-and-where-it-doesnt?utm_content=buffer0e5d8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://www.wired.com/story/foundations-ai-riddled-errors/?utm_content=bufferb9c37&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.datasciencecentral.com/profiles/blogs/fintech-how-ai-is-improving-this-industry#5Wo4B
[7] https://www.mckinsey.com/industries/financial-services/our-insights/disrupting-the-disruptors-business-building-for-banks?cid=soc-web
[6] https://thefinancialbrand.com/112214/contactless-mobile-digital-wallet-covid-coronavirus-point-sale-trend/
[6] https://www.paymentscardsandmobile.com/80-of-financial-institutions-believe-ai-is-the-key-competitive-driver/
[6] https://www.globalbankingandfinance.com/what-is-digital-first-in-banking-are-banks-ready-to-make-the-transition/
[6] https://www.fintechmagazine.com/financial-services-finserv/new-approaches-digital-finance-benchmarking
[6] https://www.irishtimes.com/business/personal-finance/online-banking-are-we-getting-less-but-paying-more-1.4536543
[5] https://www.thestar.com.my/business/business-news/2021/04/13/fintech-to-drive-retail-investing

Top URLs in Tweet in G5:
[8] https://provoke.fm/episode-384-will-the-real-challengers-please-stand-up/
[7] https://finance.yahoo.com/news/why-must-banks-change-infrastructure-113600076.html
[6] https://www.bai.org/banking-strategies/article-detail/digital-transformation-now-and-in-the-future/
[5] https://www.pymnts.com/digital-first-banking/2021/rpa-peoples-united-digital-bank/
[5] https://www.cnbc.com/2021/04/19/central-bank-digital-currency-is-the-next-major-financial-disruptor.html?__source=sharebar|twitter&par=sharebar
[3] https://www.softwebsolutions.com/resources/digital-transformation-in-banking-industry.html
[3] https://www.foxbusiness.com/personal-finance/digital-banking-eclipsing-physical-services-consumers-want-increased-security-fico
[3] https://nextbillion.net/news/south-africa-telco-mtn-targets-5-billion-for-mobile-money-expansion/?utm_sq=gphiq1r9o3&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbnewseventsjobs
[2] https://www.forbes.com/sites/ronshevlin/2021/04/12/embedded-fintech-versus-embedded-finance-jumpstarting-new-product-innovation-in-banks/
[2] https://www.pymnts.com/news/partnerships-acquisitions/2021/canadian-tax-fintech-requiti-purchases-pinmo/

Top URLs in Tweet in G6:
[3] https://www.cityam.com/exclusive-londons-fintech-bubble-is-deflating-warns-reed-smith-partner/?utm_content=bufferfd733&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.cityam.com/mps-call-for-greenwashing-ban-in-financial-services/
[2] https://www.cityam.com/exclusive-londons-fintech-bubble-is-deflating-warns-reed-smith-partner/
[2] https://www.cityam.com/financial-services-optimism-rebounds-at-fastest-rate-in-eight-years/
[2] https://www.cityam.com/banks-flee-the-city-post-brexit-taking-more-than-900bn-in-assets-with-them/?utm_content=buffer845bc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.cityam.com/brussels-no-rush-to-give-city-of-london-access-to-european-markets/
[2] https://www.fintechfutures.com/2021/04/raising-the-curtain-on-embedded-finance-the-next-wave-of-fintech-is-here/?utm_content=bufferf6add&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://sifted.eu/articles/2021-fintech-ipo/?utm_content=bufferea690&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://member.fintech.global/2021/04/06/why-digitalisation-is-key-for-success-in-wealth-management/?utm_content=bufferfafa5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://thefinancialbrand.com/113199/innovation-digital-transformation-u-s-bank-podcast-interview/?smedia-twt-jm

Top URLs in Tweet in G7:
[3] https://3s.money:443/
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DfwAJIOP0nx8&q=EgS4SO-bGMveloMGIhkA8aeDS1NNpylzAz-RwULf1WgQSethJVwRMgFy
[1] https://mailchi.mp/lhoft/the-financial-inclusion-top-8029271
[1] https://finologee.com/seven-reasons-to-digitalise-kyc-and-aml-interactions/amp/
[1] https://lhoft.com/en/event/technology-for-growth-in-corporate-service-providers-in-luxembourg/
[1] https://www.fintechmagazine.com/digital-payments/uber-and-mastercard-boost-financial-inclusion-mea
[1] https://twitter.com/i/web/status/1382247540800765952
[1] https://twitter.com/i/web/status/1382605186284318721
[1] https://techround.co.uk/interviews/interview-with-nir-vulkan-oxford-universitys-fintech-programme/
[1] https://twitter.com/i/web/status/1382631664094961667

Top URLs in Tweet in G8:
[2] https://www.fortinet.com/blog/industry-trends/secure-sd-wan-has-important-role-to-play-in-financial-services
[1] http://CVSoci.al/sOLmqJH4
[1] https://home.kpmg/xx/en/blogs/home/posts/2021/03/fostering-connectivity-in-a-digital-world.html?cid=linkd_soc_xx-acx_fs-fscontent&utm_medium=Social&utm_source=Twitter&utm_content=xx-acx&utm_campaign=PostBeyond&utm_term=%23342456
[1] https://twitter.com/i/web/status/1381699830532222983
[1] https://explore.sprinklr.com/webinar-create-a-365-view-of-your-customers.html?utm_source=rose&utm_medium=sprinklr&utm_campaign=365-view-of-your-customers-1-20-20&utm_source=TWITTER-&utm_medium=rose&utm_campaign=Sprinklr+Advocacy
[1] https://myemail.constantcontact.com/subject.html?soid=1101223513249&aid=FJ5LqpeoBHI
[1] https://uk.practicallaw.thomsonreuters.com/w-029-4709
[1] https://uk.practicallaw.thomsonreuters.com/w-029-6357
[1] https://twitter.com/i/web/status/1381910337423867905
[1] https://twitter.com/i/web/status/1381940229813243906

Top URLs in Tweet in G9:
[1] https://www.softwebsolutions.com/resources/digital-transformation-in-banking-industry.html

Top URLs in Tweet in G10:
[65] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[3] https://www.linkedin.com/posts/pinakilaskar_ai-algorithms-cybersecurity-activity-6790132408084697088-OaE1
[2] https://www.theguardian.com/technology/2021/apr/21/natwest-will-refuse-to-serve-business-customers-who-accept-cryptocurrencies
[1] https://www.wsj.com/articles/nato-wargame-examines-cyber-risk-to-financial-system-11618479000
[1] https://twitter.com/business/status/1383709409914757126
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=e9dc7d80-a102-11eb-8048-07522f17174f&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNC0xNS9jaGluYS1zLXZlcnktYmFkLWJhbmstaW5zaWRlLXRoZS1odWFyb25nLWRlYnQtZGViYWNsZQ==
[1] https://blog.starpointllp.com/?p=4939
[1] https://knowledge.wharton.upenn.edu/article/can-financial-institutions-prepare-ai-risks/?utm_source=kw_newsletter&utm_medium=email&utm_campaign=2021-04-13
[1] https://www.ft.com/content/1dbc6256-c8cd-48c1-9a0f-bb83a578a42e?utm_content=buffer6681a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.ibm.com/blogs/industries/better-ai-banking-financial-services-cognitive-factory/

Top Domains
Top Domains in Tweet in Entire Graph:
[867] twitter.com
[321] thefinancialbrand.com
[116] forbes.com
[81] medium.com
[64] fintechnews.ch
[60] co.uk
[58] businessinsider.com
[56] yahoo.com
[55] linkedin.com
[53] finextra.com

Top Domains in Tweet in G1:
[358] twitter.com
[46] thefinancialbrand.com
[37] forbes.com
[34] linkedin.com
[32] businessinsider.com
[31] finextra.com
[26] yahoo.com
[20] iottechnews.com
[20] addressintel.com
[17] ibm.com

Top Domains in Tweet in G2:
[222] thefinancialbrand.com
[89] twitter.com
[52] forbes.com
[52] fintechnews.ch
[37] co.uk
[29] starpointllp.com
[28] raconteur.net
[28] ft.com
[25] crowdfundinsider.com
[23] businessinsider.com

Top Domains in Tweet in G3:
[72] twitter.com
[15] thefinancialbrand.com
[12] everestgrp.com
[11] raconteur.net
[11] businessworld.in
[10] com.au
[8] forbes.com
[8] pymnts.com
[6] securityboulevard.com
[6] iottechnews.com

Top Domains in Tweet in G4:
[22] twitter.com
[21] thefinancialbrand.com
[16] americanbanker.com
[13] wired.com
[12] fintechmagazine.com
[12] forbes.com
[11] finextra.com
[8] paymentscardsandmobile.com
[7] datasciencecentral.com
[7] mckinsey.com

Top Domains in Tweet in G5:
[47] twitter.com
[15] pymnts.com
[15] voicestorm.com
[11] thefinancialbrand.com
[11] paper.li
[10] bai.org
[8] provoke.fm
[8] nextbillion.net
[7] yahoo.com
[5] forbes.com

Top Domains in Tweet in G6:
[53] twitter.com
[26] cityam.com
[5] fintechfutures.com
[5] thefinancialbrand.com
[3] fintech.global
[2] co.uk
[2] sifted.eu
[2] raconteur.net
[2] thefintechtimes.com
[2] uktech.news

Top Domains in Tweet in G7:
[14] twitter.com
[3] mailchi.mp
[3] finextra.com
[3] 3s.money
[3] thefintechtimes.com
[2] google.com
[2] fintechmagazine.com
[2] infinance.lu
[2] luxembourgforfinance.com
[1] finologee.com

Top Domains in Tweet in G8:
[45] twitter.com
[4] paper.li
[4] adrimillerheckman.com
[3] home.kpmg
[3] fortinet.com
[3] truchoicefinancial.com
[2] constantcontact.com
[2] thomsonreuters.com
[2] milliman.com
[2] com.au

Top Domains in Tweet in G9:
[1] softwebsolutions.com

Top Domains in Tweet in G10:
[65] medium.com
[5] twitter.com
[3] linkedin.com
[3] bigid.com
[2] theguardian.com
[1] wsj.com
[1] bloomberg.com
[1] starpointllp.com
[1] upenn.edu
[1] ft.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2513] fintech
[2454] finserv
[1246] ai
[1231] banking
[551] insurtech
[509] innovation
[495] iot
[441] marketing
[405] payments
[254] startup



Top Hashtags in Tweet in G1:
[959] fintech
[653] ai
[643] finserv
[460] banking
[429] iot
[394] marketing
[356] insurtech
[275] innovation
[221] payments
[204] ehealth

Top Hashtags in Tweet in G2:
[843] fintech
[763] finserv
[440] banking
[230] ai
[142] data
[132] cloud
[118] ibmpartner
[78] payments
[73] insurtech
[70] innovation

Top Hashtags in Tweet in G3:
[154] finserv
[128] fintech
[85] innovation
[65] ai
[40] insurance
[37] insurtech
[37] banking
[33] artificialintelligence
[28] digitaltransformation
[26] cybersecurity

Top Hashtags in Tweet in G4:
[181] fintech
[138] finserv
[80] ai
[75] banking
[66] payments
[42] insurtech
[29] datamining
[29] digitalassets
[29] pff21
[22] artificialintelligence

Top Hashtags in Tweet in G5:
[163] finserv
[158] fintech
[102] banking
[30] digitaltransformation
[29] innovation
[17] digitalbanking
[15] cdwsocial
[14] payments
[14] cbdc
[12] strategy

Top Hashtags in Tweet in G6:
[66] finserv
[51] fintech
[25] financialservices
[23] banking
[14] insurtech
[14] insurance
[13] finance
[11] startups
[11] tech
[11] optimism

Top Hashtags in Tweet in G7:
[64] fintech
[39] finserv
[30] lhoft
[20] ai
[14] banking
[11] financialinclusion
[10] lhofttv
[8] insurance
[8] dataanalytics
[7] africa

Top Hashtags in Tweet in G8:
[65] finserv
[13] fintech
[7] banking
[7] fortinet
[5] ai
[5] truchoice
[4] cybersecurity
[4] marketing
[4] sdwan
[4] digitaltransformation

Top Hashtags in Tweet in G9:
[72] ai
[70] economics
[70] globalhealth
[69] tech
[69] wealth
[3] finserv
[3] fintech
[1] facialrecognition
[1] privacy
[1] healthtech

Top Hashtags in Tweet in G10:
[77] ai
[65] python
[65] coding
[65] 100daysofcode
[40] finserv
[7] fintech
[6] datascience
[6] machinelearning
[6] blockchain
[6] insurtech

Top Words
Top Words in Tweet in Entire Graph:
[4105] enricomolinari
[2517] #fintech
[2455] #finserv
[1247] #ai
[1235] #banking
[670] banking
[667] fintech
[579] financial
[561] banks
[551] #insurtech

Top Words in Tweet in G1:
[3611] enricomolinari
[963] #fintech
[654] #ai
[644] #finserv
[481] mashable
[464] #banking
[430] #iot
[399] #marketing
[356] #insurtech
[341] techinsider

Top Words in Tweet in G2:
[843] #fintech
[763] #finserv
[440] #banking
[307] jimmarous
[280] enricomolinari
[277] psb_dc
[265] banking
[241] spirosmargaris
[230] #ai
[191] leimer

Top Words in Tweet in G3:
[232] antgrasso
[171] services
[166] financial
[154] #finserv
[137] banks
[128] #fintech
[128] banking
[122] point
[106] open
[100] role

Top Words in Tweet in G4:
[181] #fintech
[138] #finserv
[127] enricomolinari
[80] #ai
[75] #banking
[66] #payments
[44] globaliqx
[42] #insurtech
[42] mofitzp100
[40] banks

Top Words in Tweet in G5:
[163] #finserv
[158] #fintech
[102] #banking
[42] digital
[35] banks
[32] fintech
[30] #digitaltransformation
[29] banking
[29] #innovation
[28] ralexjimenez

Top Words in Tweet in G6:
[70] cityam
[66] #finserv
[62] fintech
[59] financial
[57] city
[57] brexit
[56] smith
[51] #fintech
[49] banks
[46] services

Top Words in Tweet in G7:
[74] the_lhoft
[64] #fintech
[39] #finserv
[30] #lhoft
[26] luxembourg
[24] top
[21] series
[20] #ai
[19] financial
[16] data

Top Words in Tweet in G8:
[65] #finserv
[26] financial
[17] services
[16] learn
[13] #fintech
[9] industry
[7] organizations
[7] #banking
[7] more
[7] #fortinet

Top Words in Tweet in G9:
[72] #ai
[70] big
[70] picture
[70] health
[70] wealth
[70] over
[70] 221
[70] years
[70] compressed
[70] minute

Top Words in Tweet in G10:
[79] ai_miami
[77] #ai
[72] learn
[65] #python
[65] 12
[65] websites
[65] #coding
[65] free
[65] #100daysofcode
[63] strat_ai

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[895] #fintech,#finserv
[428] mashable,enricomolinari
[350] financial,services
[322] techinsider,enricomolinari
[314] #banking,#fintech
[288] #finserv,#banking
[244] #fintech,#banking
[240] wef,enricomolinari
[237] #ai,#iot
[227] #fintech,#insurtech

Top Word Pairs in Tweet in G1:
[401] mashable,enricomolinari
[306] techinsider,enricomolinari
[273] #fintech,#finserv
[216] wef,enricomolinari
[210] #ai,#iot
[201] intengineering,enricomolinari
[167] #banking,#fintech
[147] enricomolinari,#edtech
[145] uniladtech,enricomolinari
[143] #fintech,#banking

Top Word Pairs in Tweet in G2:
[376] #fintech,#finserv
[127] #banking,#fintech
[117] banking,#fintech
[115] #ibmpartner,ibmcloud
[115] future,banking
[109] #finserv,#ai
[104] #cloud,#data
[103] #data,#ibmpartner
[103] ecosystem,key
[102] key,future

Top Word Pairs in Tweet in G3:
[112] financial,services
[98] open,banking
[83] banking,represents
[83] represents,epochal
[83] epochal,turning
[83] turning,point
[83] point,financial
[83] services,four
[83] four,pillars
[83] pillars,play

Top Word Pairs in Tweet in G4:
[56] #fintech,#finserv
[35] #fintech,#banking
[30] enricomolinari,future
[29] future,bnpparibas
[29] bnpparibas,#payments
[29] #payments,#digitalassets
[29] #digitalassets,making
[29] making,#fintech
[29] #banking,better
[29] better,stay

Top Word Pairs in Tweet in G5:
[93] #fintech,#finserv
[82] #finserv,#banking
[12] #cbdc,#fintech
[12] reading,jpnicols
[12] jpnicols,newsfeed
[12] newsfeed,#innovation
[12] #innovation,#strategy
[12] #strategy,#leadership
[12] #leadership,#fintech
[10] digital,transformation

Top Word Pairs in Tweet in G6:
[44] financial,services
[33] banks,flee
[33] flee,city
[33] city,brexit
[33] brexit,taking
[33] taking,more
[33] more,900bn
[33] 900bn,assets
[33] assets,figures
[33] figures,make

Top Word Pairs in Tweet in G7:
[14] #fintech,#finserv
[11] the_lhoft,#lhoft
[10] top,look
[10] look,back
[10] back,top
[10] top,stories
[10] upcoming,events
[10] #lhoft,member
[9] the_lhoft,#ai
[8] #ai,spotlight

Top Word Pairs in Tweet in G8:
[17] financial,services
[5] #fintech,#finserv
[4] #finserv,#fintech
[4] #fortinet,secure
[4] secure,#sdwan
[4] industry,learn
[3] financial,institutions
[3] services,organizations
[3] covid,19
[3] #fortinet,cisos

Top Word Pairs in Tweet in G9:
[70] big,picture
[70] picture,health
[70] health,wealth
[70] wealth,over
[70] over,221
[70] 221,years
[70] years,compressed
[70] compressed,minute
[70] minute,#economics
[70] #economics,#globalhealth

Top Word Pairs in Tweet in G10:
[65] #python,12
[65] 12,websites
[65] websites,learn
[65] learn,#coding
[65] #coding,free
[65] #100daysofcode,#ai
[50] ai_miami,#python
[48] #ai,#artificialintelligenc
[36] free,strat_ai
[36] strat_ai,#100daysofcode

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@mashable
@psb_dc
@jimmarous
@techinsider
@spirosmargaris
@antgrasso
@wef
@intengineering
@albertogaruccio

Top Mentioned in G1:
@enricomolinari
@mashable
@techinsider
@wef
@intengineering
@uniladtech
@cheddar
@psb_dc
@albertogaruccio
@spirosmargaris

Top Mentioned in G2:
@jimmarous
@psb_dc
@spirosmargaris
@enricomolinari
@leimer
@albertogaruccio
@ibmcloud
@xbond49
@ibm
@ibmpartners

Top Mentioned in G3:
@antgrasso
@stratorob
@ronald_vanloon
@enricomolinari
@cnbc
@lindagrass0
@futurism
@psb_dc
@globaliqx
@spirosmargaris

Top Mentioned in G4:
@enricomolinari
@globaliqx
@mofitzp100
@bnpparibas
@par
@peter_rakowsky
@fabriziobustama
@genpact
@psb_dc
@stratorob

Top Mentioned in G5:
@ralexjimenez
@pymnts
@albertogaruccio
@jpnicols
@finovate
@jimmarous
@psb_dc
@carriechitsey
@vbezemer
@backbase

Top Mentioned in G6:
@cityam
@fintechcircle
@kpmg
@fintech_review
@goldmansachs
@selinbucak2
@altfinews
@oost_marcel
@pixpay_app
@rshevlin

Top Mentioned in G7:
@the_lhoft
@luxfinance
@investify
@sozialbank
@ctpinclusion
@tpapasternos
@temenos
@syncordis
@thefintechtimes
@naszub

Top Mentioned in G9:
@steube
@psb_dc
@yuh
@evankirstel
@nafisalam
@fintechfor
@ralexjimenez

Top Mentioned in G10:
@ai_miami
@strat_ai
@equinixuk
@gartner_inc
@enricomolinari
@erkanayan2013
@bigidsecure
@fisheyebox
@wef
@spirosmargaris

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@marshawright
@paoloigna1
@cybersec_feeds
@chidambara09
@gambiste1
@femtech_
@evankirstel
@xaelbot

Top Tweeters in G1:
@sectest9
@paoloigna1
@chidambara09
@femtech_
@velocity2121
@ottlegalrebels
@cybersecurityn8
@kimvie
@thedeveloperbot
@npsusa

Top Tweeters in G2:
@businessinsider
@guardian
@jmhamiltonblog
@ssxman2
@lelkan
@hermitme1
@machinelearnflx
@nicochan33
@marshacollier
@nomoreslaves

Top Tweeters in G3:
@jornalistavitor
@marshawright
@cybersec_feeds
@iam__network
@sudeepkhatri
@rvp
@andrewmorrisuk
@gezgintrk
@bot_innovation
@cnbc

Top Tweeters in G4:
@garthworld
@hubofml
@jeandoobs
@shicooks
@mjoehlerich
@jamesvgingerich
@rldi_lamy
@periscopeislit
@wrix2
@mdrechsler

Top Tweeters in G5:
@nubank
@xzpwedvhhh37i3c
@venturebeat
@pymnts
@ralexjimenez
@soledadobrien
@batizlazo
@myitmedia
@pmprouk
@jasonlk

Top Tweeters in G6:
@magicdmw
@reuters
@turfline
@telegraph
@artificialbra1n
@washingtonpost
@richardcalhoun
@ana_captures
@mrtallerjerry
@huwsayer

Top Tweeters in G7:
@business
@markderiz
@douglaschongys
@ricovmader
@enamara
@marycarey9
@youtube
@naszub
@oxfordsbs
@enterprisingox

Top Tweeters in G8:
@aus_business
@carbonreports
@susanweiner
@imarun001
@sliceonline
@actualizellc
@cdwcorp
@harrychemay
@mscloud
@kelly_archives

Top Tweeters in G9:
@evankirstel
@dmvecinal
@jldercle
@tallcedarofleb
@solibayo
@ch89ramiro
@mr_abam_
@bcagroup
@econotw
@mfbtnpt

Top Tweeters in G10:
@xaelbot
@bexxmodd
@codernotesbot
@friday_js_bot
@botraj1
@code_convention
@morolswediu
@ipythonistabot
@djangobot_
@coderretweet