#FinServ, Twitter, 3/21/2021 4:08:09 AM, 250917


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#FinServ_2021-03-20_18-19-20.xlsx
#FinServ_2021-03-20_18-19-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 21, 2021
Short Description:
#FinServ via NodeXL https://bit.ly/3cTUuKF
@enricomolinari
@antgrasso
@spirosmargaris
@interfima
@stratorob
@ralexjimenez
@chidambara09
@albertogaruccio
@psb_dc
@godfrey_g_

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

Description:
Description
The graph represents a network of 2,637 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, 21 March 2021 at 01:31 UTC.

The requested start date was Sunday, 21 March 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 11-day, 6-hour, 49-minute period from Tuesday, 09 March 2021 at 17:00 UTC to Saturday, 20 March 2021 at 23:49 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 : 2637
Unique Edges : 4780
Edges With Duplicates : 16089
Total Edges : 20869
Number of Edge Types : 5
Tweet : 894
Retweet : 5595
MentionsInRetweet : 12070
Mentions : 2266
Replies to : 44
Self-Loops : 1001
Reciprocated Vertex Pair Ratio : 0.0265706481251552
Reciprocated Edge Ratio : 0.0517658442186744
Connected Components : 164
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 2302
Maximum Edges in a Connected Component : 20291
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.341555
Graph Density : 0.00118944655345345
Modularity : 0.272636
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,637 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, 21 March 2021 at 01:31 UTC.

The requested start date was Sunday, 21 March 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 11-day, 6-hour, 49-minute period from Tuesday, 09 March 2021 at 17:00 UTC to Saturday, 20 March 2021 at 23:49 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:
[56] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[55] https://www.forbes.com/advisor/banking/how-to-choose-mobile-banking-personal-finance-app/
[41] https://thefinancialbrand.com/110601/digital-transformation-is-about-new-business-models-not-new-tech/
[40] https://www.analyticsinsight.net/machine-learning-adoption-will-influence-these-five-industries/?utm_content=buffere00c0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[37] https://www.finextra.com/blogposting/20009/three-things-fintech-gets-wrong-about-customer-support
[34] https://internationalbanker.com/banking/2021-the-year-of-open-banking/
[32] https://thefinancialbrand.com/110339/personalized-crm-experiences-digital-banking-transformation/
[31] https://thetokenizer.io/2021/03/10/defi-and-tokenization-together-reshape-the-financial-system/
[31] https://finance.yahoo.com/news/moves-jpmorgan-hires-head-fintech-170933799.html
[31] https://www.verdict.co.uk/banks-move-away-retail/?utm_content=buffer9f5ae&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[27] https://www.forbes.com/advisor/banking/how-to-choose-mobile-banking-personal-finance-app/
[11] https://www.analyticsinsight.net/machine-learning-adoption-will-influence-these-five-industries/?utm_content=buffere00c0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://thetokenizer.io/2021/03/10/defi-and-tokenization-together-reshape-the-financial-system/
[9] https://internationalbanker.com/life-arts-travel/the-dubai-property-market-in-2020/
[8] https://www.forbes.com/sites/bernardmarr/2021/03/15/china-poised-to-dominate-the-artificial-intelligence-ai-market/?sh=786579121b38&utm_content=bufferdedca&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.forbes.com/sites/louiscolumbus/2020/10/31/the-state-of-ai-adoption-in-financial-services/?sh=65a0eae42aac
[7] https://www.bankingdive.com/spons/banking-in-the-age-of-disruption-can-traditional-banks-take-on-finserv-inn/596322/
[7] https://www.socialmediatoday.com/news/hootsuites-social-media-image-size-guide-for-2021-infographic/596685/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202021-03-15%20Social%20Media%20Today%20Newsletter%20%5Bissue:33007%5D&utm_term=Social%20Media%20Today
[7] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[7] https://www.richmondshiretoday.co.uk/5g-a-reliable-connection-that-is-future-ready/

Top URLs in Tweet in G2:
[29] https://www.finextra.com/blogposting/20009/three-things-fintech-gets-wrong-about-customer-support
[29] https://internationalbanker.com/banking/2021-the-year-of-open-banking/
[28] https://www.verdict.co.uk/banks-move-away-retail/?utm_content=buffer9f5ae&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[27] https://finance.yahoo.com/news/moves-jpmorgan-hires-head-fintech-170933799.html
[25] https://enterprisetalk.com/featured/top-strategies-for-digital-banking-transformation-success/
[24] https://thefinancialbrand.com/110339/personalized-crm-experiences-digital-banking-transformation/
[23] https://www.entrepreneur.com/article/366607
[22] https://www.forbes.com/advisor/banking/how-to-choose-mobile-banking-personal-finance-app/
[21] https://www.bloomberg.com/opinion/articles/2021-03-13/india-uses-digital-banking-and-biometrics-to-organize-its-1-3-billion-population?utm_content=buffer75361&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[21] https://www.livemint.com/money/personal-finance/why-smokers-have-to-pay-high-premium-for-term-insurance-11615801395261.html

Top URLs in Tweet in G3:
[21] https://thefinancialbrand.com/110601/digital-transformation-is-about-new-business-models-not-new-tech/
[6] https://thetokenizer.io/2021/03/10/defi-and-tokenization-together-reshape-the-financial-system/
[5] https://www.prnewswire.com/news-releases/technisys-acquires-kona-to-elevate-digital-banking-experience-with-conversational-ai-301247361.html
[5] https://www.infosecurity-magazine.com/news/breach-clarity-acquired-by-sontiq/
[4] https://www.extractable.com/the-weekly-extract-march-9-2021/
[4] https://www.financialexpress.com/money/embeddable-banking-the-next-frontier-for-banking/2212257/lite/
[3] https://www.forbes.com/advisor/banking/how-to-choose-mobile-banking-personal-finance-app/
[3] https://thefinancialbrand.com/110339/personalized-crm-experiences-digital-banking-transformation/
[3] https://techcrunch.com/2021/03/16/ikigai/
[3] https://www.obj.ca/article/techopia/florida-fintech-firm-buys-majority-stake-ottawa-based-fusebill

Top URLs in Tweet in G4:
[10] https://www.planetcompliance.com/2020/01/08/the-regtech-top-100-2020-edition/
[2] http://theherdlocker.com/tweet/popularity/finserv
[2] https://www.richmedia.com
[1] https://twitter.com/i/web/status/1369365359573270533
[1] https://twitter.com/i/web/status/1369426814037331969
[1] https://twitter.com/i/web/status/1369427212546539522
[1] https://twitter.com/i/web/status/1369460859408375808
[1] https://www.rtinsights.com/scalable-cloud-native-databases-aid-finserv-modernization/?utm_campaign=cockroach2021&utm_source=tw&utm_medium=social&utm_content=chapter3
[1] https://certaintyadvicegroup.com/what-price-value-book/?utm_content=buffer10773&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1369526440874622978

Top URLs in Tweet in G5:
[10] https://www.arabnews.com/node/1825381/business-economy
[6] https://pymnts.com/
[6] https://provoke.fm/episode-380-agents-of-change-creating-a-wealth-of-opportunities/
[5] https://provoke.fm/episode-381-meeting-the-banking-expectations-of-digital-natives/
[4] https://www.economist.com/finance-and-economics/2021/02/20/what-the-spac-craze-means-for-tech-investing?utm_campaign=Insurtech&utm_medium=email&utm_source=Revue%20newsletter
[4] http://rev.vu/amm7Mk
[3] https://www.insurancejournal.com/news/international/2021/03/11/604623.htm
[3] https://www.information-age.com/insurtech-case-studies-innovation-in-action-123493928/
[3] http://rev.vu/W11Yeo
[3] http://rev.vu/KOOD45

Top URLs in Tweet in G6:
[49] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[22] https://spheroiduniverse.io/
[8] https://www.analyticsinsight.net/machine-learning-adoption-will-influence-these-five-industries/?utm_content=buffere00c0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://couponos.me/coupon/tactical-web-exploitation-for-penetration-testers/
[6] https://couponos.ooo/coupons/ethical-hacking-course-for-2021-cyber-security/
[5] https://www.forbes.com/sites/bernardmarr/2021/03/15/china-poised-to-dominate-the-artificial-intelligence-ai-market/?sh=786579121b38&utm_content=bufferdedca&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://emerj.com/ai-executive-guides/machine-learning-payments/
[3] https://www.forbes.com/sites/bernardmarr/2020/06/22/10-wonderful-examples-of-using-artificial-intelligence-ai-for-good/?utm_content=bufferd745b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://techhq.com/2021/02/how-blockchain-can-make-ai-tech-not-just-safer-but-better/?utm_content=buffer8e616&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.bankofengland.co.uk/bank-overground/2021/how-has-covid-affected-the-performance-of-machine-learning-models-used-by-uk-banks

Top URLs in Tweet in G7:
[6] https://www.fnlondon.com/articles/jpmorgan-wants-to-launch-a-crypto-basket-for-bitcoin-friendly-traders-20210310
[5] https://info.dataguise.com/l/74402/2021-02-15/yv6hwx
[2] https://techcrunch.com/2021/03/16/ikigai/
[2] https://www.infosecurity-magazine.com/news/ten-google-play-apps-banking/?utm_content=buffer07ee6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#.YEfQH5w6YSw.twitter
[2] https://www.infosecurity-magazine.com/news/ten-google-play-apps-banking/#.YEiSf2wQRts.twitter
[2] https://www.forbes.com/advisor/banking/how-to-choose-mobile-banking-personal-finance-app/
[1] https://twitter.com/i/web/status/1372044494489591808
[1] https://twitter.com/i/web/status/1369914785089785857
[1] https://twitter.com/i/web/status/1371583684030070787
[1] https://twitter.com/i/web/status/1371720871434350592

Top URLs in Tweet in G8:
[7] https://www.forbes.com/sites/bernardmarr/2020/06/22/10-wonderful-examples-of-using-artificial-intelligence-ai-for-good/?utm_content=buffer0f4a5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.businessinsider.in/finance/banks/news/banks-are-not-liable-to-cough-up-payments-if-you-have-been-a-victim-of-fraud-or-scams/articleshow/81526097.cms?utm_source=social_bottom_amp_Twitter&utm_medium=social_sharing&utm_campaign=Click_through_social_share
[5] https://www.infosecurity-magazine.com/news/ten-google-play-apps-banking/#.YEiSf2wQRts.twitter
[4] https://inc42.com/buzz/google-pay-to-let-indian-users-delete-upi-transaction-history/
[3] https://bfsi.economictimes.indiatimes.com/news/fintech/1-trillion-dream-fintech-firms-valuations-are-doubling-within-months/81542808
[3] https://www.forbes.com/sites/bernardmarr/2020/06/22/10-wonderful-examples-of-using-artificial-intelligence-ai-for-good/?utm_content=bufferd745b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://inc42.com/buzz/phonepe-leads-upi-market-with-42-share-google-pay-trails-by-6/
[2] https://yourstory.com/2021/03/role-fintech-shaping-post-pandemic-business
[2] https://www.finextra.com/newsarticle/37664/as-cash-use-falls-banks-look-to-atm-pooling
[2] https://www.forbes.com/sites/bernardmarr/2021/03/15/china-poised-to-dominate-the-artificial-intelligence-ai-market/?sh=786579121b38&utm_content=bufferdedca&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G9:
[9] https://www.forbes.com/sites/ronshevlin/2021/03/15/every-bank-needs-a-chatbot-or-two-for-its-digital-transformation/?sh=37afee11275d
[6] https://www.forbes.com/sites/louiscolumbus/2020/10/31/the-state-of-ai-adoption-in-financial-services/?sh=65a0eae42aac
[6] https://www.forbes.com/sites/forbestechcouncil/2021/03/12/banking-in-the-cloud-is-the-industry-ready/?sh=dc8224640ac8
[3] https://thefinancialbrand.com/podcasts/rise-of-big-tech-platforms-in-banking-pinar-ozcan-banking-transformed-podcast/?utm_content=156538201&utm_medium=social&utm_source=linkedin&hss_channel=lis-J-WZqJVa21
[3] https://www.finextra.com/blogposting/20037/building-an-embedded-finance-strategy-dos-and-donts
[2] https://www.finastra.com/viewpoints/market-insights/algorithmic-bias-financial-services
[2] https://www.aperture.co/banking-as-a-service-baas-navigating-the-maze/
[2] http://www.businessworld.in/article/How-AI-And-Machine-Learning-Are-Transforming-The-Banking-Industry/08-03-2021-383180/?utm_content=buffer48155&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://findexable.com/the-winds-of-change-blow-through-open-banking/
[2] https://internationalbanker.com/banking/2021-the-year-of-open-banking/

Top URLs in Tweet in G10:
[6] https://cloudblogs.microsoft.com/industry-blog/microsoft-in-business/financial-services/2021/02/02/why-the-future-of-banking-is-in-the-cloud/?_lrsc=d8cca8c2-88f1-4170-88c7-cd53831b3afd
[3] https://www.bis.org/publ/bppdf/bispap112.pdf
[2] https://www.businessinsider.com/ai-in-finance?utm_content=buffer9d505&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.forbes.com/sites/googlecloud/2021/02/05/6-trends-that-will-shape-the-financial-services-industry-in-2021/?sh=257645642b6c
[1] https://twitter.com/i/web/status/1369377449004261376
[1] https://twitter.com/i/web/status/1372273280124526596
[1] https://twitter.com/i/web/status/1372917776805937154
[1] https://twitter.com/i/web/status/1373030990663270400

Top Domains
Top Domains in Tweet in Entire Graph:
[1064] twitter.com
[315] forbes.com
[115] finextra.com
[100] thefinancialbrand.com
[83] co.uk
[59] medium.com
[52] bloomberg.com
[50] yahoo.com
[46] internationalbanker.com
[43] infosecurity-magazine.com

Top Domains in Tweet in G1:
[311] twitter.com
[83] forbes.com
[20] socialmediatoday.com
[15] finextra.com
[15] co.uk
[12] internationalbanker.com
[11] analyticsinsight.net
[11] thetokenizer.io
[10] thefinancialbrand.com
[9] bis.org

Top Domains in Tweet in G2:
[191] twitter.com
[153] forbes.com
[64] finextra.com
[61] co.uk
[50] thefinancialbrand.com
[40] bloomberg.com
[34] yahoo.com
[32] internationalbanker.com
[25] enterprisetalk.com
[23] entrepreneur.com

Top Domains in Tweet in G3:
[126] twitter.com
[35] voicestorm.com
[30] thefinancialbrand.com
[20] finextra.com
[15] forbes.com
[14] techcrunch.com
[13] pymnts.com
[8] seekingalpha.com
[7] extractable.com
[7] altfi.com

Top Domains in Tweet in G4:
[81] twitter.com
[10] dy.si
[10] planetcompliance.com
[7] linkedin.com
[6] richmedia.com
[4] paper.li
[4] okt.to
[2] ncfacanada.org
[2] advisorpedia.com
[2] theherdlocker.com

Top Domains in Tweet in G5:
[123] twitter.com
[12] pymnts.com
[11] rev.vu
[11] provoke.fm
[10] yahoo.com
[10] arabnews.com
[9] mtr.cool
[6] forbes.com
[5] finextra.com
[5] economist.com

Top Domains in Tweet in G6:
[49] medium.com
[29] twitter.com
[22] spheroiduniverse.io
[11] forbes.com
[8] analyticsinsight.net
[8] couponos.me
[6] couponos.ooo
[4] emerj.com
[3] techhq.com
[3] co.uk

Top Domains in Tweet in G7:
[40] twitter.com
[6] fnlondon.com
[5] dataguise.com
[4] infosecurity-magazine.com
[3] forbes.com
[2] finextra.com
[2] coindesk.com
[2] techcrunch.com
[1] emarketer.com
[1] qualtrics.com

Top Domains in Tweet in G8:
[12] forbes.com
[10] twitter.com
[6] inc42.com
[6] businessinsider.in
[5] infosecurity-magazine.com
[3] indiatimes.com
[3] finextra.com
[2] yourstory.com
[1] fintechnews.ch
[1] thefinancialbrand.com

Top Domains in Tweet in G9:
[26] forbes.com
[24] twitter.com
[5] thefinancialbrand.com
[5] finextra.com
[3] linkedin.com
[3] deloitte.com
[2] finastra.com
[2] aperture.co
[2] businessworld.in
[2] findexable.com

Top Domains in Tweet in G10:
[6] microsoft.com
[4] twitter.com
[3] bis.org
[2] businessinsider.com
[2] forbes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2315] finserv
[2228] fintech
[1544] ai
[946] banking
[662] marketing
[610] iot
[468] insurtech
[463] innovation
[341] bigdata
[328] payments



Top Hashtags in Tweet in G1:
[1075] ai
[756] fintech
[670] finserv
[587] marketing
[507] iot
[279] ehealth
[245] iiot
[244] blockchain
[243] banking
[221] insurtech

Top Hashtags in Tweet in G2:
[813] fintech
[758] finserv
[361] banking
[259] ai
[184] innovation
[115] insurtech
[95] payments
[73] data
[62] openbanking
[62] digitalbanking

Top Hashtags in Tweet in G3:
[283] finserv
[203] fintech
[153] banking
[55] ai
[52] digitalbanking
[35] cdwsocial
[26] payments
[22] innovation
[19] devops
[16] paytech

Top Hashtags in Tweet in G4:
[85] finserv
[32] fintech
[13] regtech
[12] compliance
[11] regulation
[10] isgevents
[10] bfsi
[10] banking
[10] regtechtop100
[6] payments

Top Hashtags in Tweet in G5:
[152] fintech
[111] insurtech
[101] finserv
[84] startup
[77] innovation
[42] banking
[40] ai
[37] digital
[30] payment
[30] lending

Top Hashtags in Tweet in G6:
[69] bigdata
[69] ai
[64] finserv
[61] python
[60] coding
[60] 100daysofcode
[55] fintech
[50] cloud
[27] tech
[26] iot

Top Hashtags in Tweet in G7:
[42] finserv
[38] fintech
[20] banking
[12] webinar
[10] regtech
[10] data
[9] investment
[9] digital
[9] payments
[9] databreach

Top Hashtags in Tweet in G8:
[30] fintech
[16] finserv
[11] banks
[11] payments
[9] banking
[6] googlepay
[6] upi
[6] fraud
[6] scams
[6] artificialintelligence

Top Hashtags in Tweet in G9:
[72] innovation
[67] fintech
[54] banking
[38] finserv
[37] tech
[22] infographic
[21] disruption
[20] openbanking
[19] digitalbanking
[18] payments

Top Hashtags in Tweet in G10:
[13] fintech
[8] innovation
[7] finance
[7] banking
[7] banks
[7] digitalbanking
[6] cloud
[5] finserv
[4] infographic
[3] ai

Top Words
Top Words in Tweet in Entire Graph:
[5013] enricomolinari
[2315] #finserv
[2228] #fintech
[1544] #ai
[1009] wef
[946] #banking
[697] mashable
[662] #marketing
[615] #iot
[593] banking

Top Words in Tweet in G1:
[4459] enricomolinari
[1075] #ai
[918] wef
[756] #fintech
[670] #finserv
[632] mashable
[587] #marketing
[510] #iot
[496] gigadgets_
[284] 10

Top Words in Tweet in G2:
[813] #fintech
[758] #finserv
[361] #banking
[361] enricomolinari
[335] banking
[259] #ai
[250] antgrasso
[227] services
[226] spirosmargaris
[209] psb_dc

Top Words in Tweet in G3:
[283] #finserv
[203] #fintech
[153] #banking
[63] banking
[63] digital
[62] fintech
[55] #ai
[52] #digitalbanking
[50] model
[49] bank

Top Words in Tweet in G4:
[85] #finserv
[56] financial
[51] services
[32] #fintech
[31] banking
[30] learn
[23] reserve
[23] seat
[23] isg
[23] techxchange

Top Words in Tweet in G5:
[152] #fintech
[146] fintech
[127] enricomolinari
[111] #insurtech
[101] #finserv
[84] #startup
[77] #innovation
[61] albertogaruccio
[42] #banking
[40] #ai

Top Words in Tweet in G6:
[69] #bigdata
[69] #ai
[64] #finserv
[62] learn
[61] #python
[60] #coding
[60] #100daysofcode
[55] #fintech
[50] #cloud
[49] 12

Top Words in Tweet in G7:
[42] #finserv
[38] #fintech
[24] financial
[20] #banking
[15] fintechcircle
[14] enricomolinari
[12] services
[12] data
[12] #webinar
[11] fintech

Top Words in Tweet in G8:
[33] antgrasso_it
[30] #fintech
[23] banche
[21] come
[20] potenziale
[17] bamitav
[17] molte
[17] centrali
[17] stanno
[17] attivamente

Top Words in Tweet in G9:
[72] #innovation
[67] #fintech
[54] #banking
[38] #finserv
[37] #tech
[34] nicolas2pinto
[33] banking
[22] #infographic
[21] #disruption
[20] #openbanking

Top Words in Tweet in G10:
[13] #fintech
[8] #innovation
[8] peter_rakowsky
[7] #finance
[7] #banking
[7] #banks
[7] #digitalbanking
[6] future
[6] #cloud
[5] #finserv

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[788] #fintech,#finserv
[585] mashable,enricomolinari
[581] wef,enricomolinari
[433] gigadgets_,enricomolinari
[301] financial,services
[300] #ai,#iot
[263] #finserv,#banking
[247] #ai,#marketing
[234] #finserv,#fintech
[232] #fintech,#banking

Top Word Pairs in Tweet in G1:
[533] wef,enricomolinari
[533] mashable,enricomolinari
[390] gigadgets_,enricomolinari
[384] #fintech,#finserv
[274] #ai,#iot
[223] #ai,#marketing
[164] enricomolinari,#renewables
[162] #finserv,#ai
[157] #business,#devops
[157] #devops,#fintech

Top Word Pairs in Tweet in G2:
[230] #fintech,#finserv
[161] #finserv,#fintech
[129] financial,services
[106] many,central
[106] central,banks
[106] banks,actively
[106] actively,researching
[106] researching,use
[106] use,potential
[106] potential,blockchain

Top Word Pairs in Tweet in G3:
[108] #finserv,#banking
[77] #fintech,#finserv
[27] #ai,#finserv
[25] #finserv,orgs
[25] orgs,need
[25] need,systematic
[25] systematic,model
[25] model,biztechmagazine
[25] biztechmagazine,offers
[25] offers,phase

Top Word Pairs in Tweet in G4:
[48] financial,services
[23] reserve,seat
[23] seat,isg
[23] isg,techxchange
[23] techxchange,banking
[23] banking,financial
[23] services,insurance
[23] insurance,learn
[22] learn,trends
[22] trends,define

Top Word Pairs in Tweet in G5:
[90] #fintech,#insurtech
[69] #startup,#innovation
[65] #insurtech,#startup
[59] #innovation,#finserv
[30] #finserv,#banking
[30] #banking,#payment
[30] #payment,#lending
[30] #lending,#investment
[30] #investment,#digital
[19] #fintech,#finserv

Top Word Pairs in Tweet in G6:
[49] 12,websites
[49] websites,learn
[49] #coding,free
[49] #100daysofcode,#ai
[49] #ai,#bigdata
[49] #bigdata,#cloud
[42] #python,12
[42] learn,#coding
[42] free,ai_miami
[42] ai_miami,#100daysofcode

Top Word Pairs in Tweet in G7:
[14] #fintech,#finserv
[11] financial,services
[11] services,enterprise
[9] #finserv,#fintech
[8] strengthen,financial
[8] another,financial
[8] financial,institution
[8] institution,suffers
[8] suffers,#databreach
[8] #databreach,hackers

Top Word Pairs in Tweet in G8:
[17] molte,banche
[17] banche,centrali
[17] centrali,stanno
[17] stanno,attivamente
[17] attivamente,ricercando
[17] ricercando,come
[17] come,utilizzare
[17] utilizzare,potenziale
[17] potenziale,tecnologia
[17] tecnologia,blockchain

Top Word Pairs in Tweet in G9:
[52] #innovation,#fintech
[52] #fintech,#banking
[24] nicolas2pinto,#tech
[19] #banking,#digitalbanking
[15] #finserv,#payments
[13] #disruption,#fintech
[11] financial,services
[11] #banking,#finserv
[10] #openbanking,#openapis
[9] services,#innovation

Top Word Pairs in Tweet in G10:
[7] #innovation,#fintech
[6] future,#banking
[6] #banking,#cloud
[6] #cloud,#innovation
[6] #fintech,#banks
[6] #banks,#digitalbanking
[5] peter_rakowsky,future
[5] #digitalbanking,#finse
[4] financial,services
[3] #fintech,application

Top Replied-To
Top Replied-To in Entire Graph:
@riverbed
@capco
@techstars
@bcostacurta
@the_female_lead
@albertogaruccio
@cibc
@attbusiness
@gerald_bader
@advisercounsel

Top Replied-To in G1:
@albertogaruccio
@cibc
@techinsider
@wef
@spirosmargaris

Top Replied-To in G2:
@nubank
@dionlisle
@attbusiness
@advisercounsel
@gerald_bader
@antgrasso
@mofitzp100
@psb_dc

Top Replied-To in G3:
@sarbjeetjohal

Top Replied-To in G5:
@techstars

Top Replied-To in G6:
@sadiqalesia

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@wef
@mashable
@gigadgets_
@spirosmargaris
@antgrasso
@albertogaruccio
@psb_dc
@stratorob
@techinsider

Top Mentioned in G1:
@enricomolinari
@wef
@mashable
@gigadgets_
@techinsider
@wefuplink
@1t_org
@enricom
@intengineering
@santchiweb

Top Mentioned in G2:
@antgrasso
@spirosmargaris
@enricomolinari
@psb_dc
@stratorob
@albertogaruccio
@xbond49
@leimer
@wef
@forbes

Top Mentioned in G3:
@ralexjimenez
@biztechmagazine
@finextra
@extractable
@fintech_review
@pymnts
@stratorob
@albertogaruccio
@enricomolinari
@evankirstel

Top Mentioned in G4:
@planetcomplianc
@philballen
@domhendersonsr

Top Mentioned in G5:
@enricomolinari
@albertogaruccio
@gigadgets_
@mashable
@psb_dc
@spirosmargaris
@andi_staub
@ralexjimenez
@efipm
@jpnicols

Top Mentioned in G6:
@strat_ai
@ai_miami
@ar_spheroid
@enricomolinari
@nicolas2pinto
@tformfinance
@wef
@coursegift
@tigergraphdb
@automeme

Top Mentioned in G7:
@fintechcircle
@enricomolinari
@nafisalam
@flagstar
@jpmorgan
@pkware
@bcg
@dataguise
@ficci_india
@google

Top Mentioned in G8:
@antgrasso_it
@bamitav
@globaliqx
@bernardmarr
@ronald_van
@inc42
@addressintel
@etbfsi
@finextra
@enricomolinari

Top Mentioned in G9:
@nicolas2pinto
@forbes
@verinite
@fintechmagazine
@deloitte
@finextra
@albertogaruccio
@financialbrand
@antgrasso
@itproportal

Top Mentioned in G10:
@peter_rakowsky
@jochensiegert
@arnulf_keese
@klotzbrocken
@dheil_banking
@salonishuklaet
@mayurshetty01
@anneboden
@pierretavernier
@sajidmirza

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@marshawright
@cybersec_feeds
@chidambara09
@femtech_
@evankirstel
@xaelbot
@saragomezaranci
@sudeepkhatri

Top Tweeters in G1:
@sectest9
@chidambara09
@femtech_
@ruisaldanha
@cybersecurityn8
@viralvideovlogs
@santchiweb
@btzmedina
@fintechna
@wwf

Top Tweeters in G2:
@jornalistavitor
@marshawright
@cybersec_feeds
@sudeepkhatri
@business
@rvp
@gmizrachi
@tess_blue815
@evanderburg
@lelkan

Top Tweeters in G3:
@evankirstel
@walmart
@okrogules
@financialxpress
@wsj
@kingofpayments
@techcrunch
@b2community
@mediapython
@ianmcalvert

Top Tweeters in G4:
@advisorpedia
@jackiesbuzz
@babushka99
@andresvarela
@iamreff
@philballen
@ncfacanada
@sveinfr
@sdegrace
@johnellert

Top Tweeters in G5:
@themrblueprint
@vanalich
@oladapoyusuf
@douglaschongys
@digitaltransf11
@batizlazo
@erkanguntore
@jobinindia
@clagett
@samwalldigital

Top Tweeters in G6:
@xaelbot
@bexxmodd
@thedeveloperbot
@friday_js_bot
@ml_tweet_bot
@botraj1
@code_convention
@artificialbra1n
@serverlessfan
@30xcodes

Top Tweeters in G7:
@straits_times
@openmarketingtv
@inc
@periscopeislit
@bopinion
@gdpr25thmay18
@physorg_com
@daviddoughty
@coindesk
@ficci_india

Top Tweeters in G8:
@jayeshmthakur
@scardige
@inc42
@bamitav
@discriminantbot
@maltrakn
@paolofabrizio71
@miyckoal
@bernardmarr
@databreach9111

Top Tweeters in G9:
@andrewmorrisuk
@smoothsale
@kumar_ranjeet
@bbva
@mlb0t
@itproportal
@techfuturenew
@bellsailing
@twinybots
@deloitte

Top Tweeters in G10:
@nancyrubin
@sajidmirza
@_oliviabot
@klotzbrocken
@mayurshetty01
@r8risk
@salonishuklaet
@jochensiegert
@seanku
@anneboden