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#FinServ_2021-05-02_18-23-52.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 03, 2021
Short Description:
#FinServ via NodeXL https://bit.ly/3gXfFzm
@enricomolinari
@spirosmargaris
@interfima
@antgrasso
@ralexjimenez
@psb_dc
@stratorob
@jimmarous
@chidambara09
@mofitzp100

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

Description:
Description
The graph represents a network of 2,824 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 Monday, 03 May 2021 at 01:33 UTC.

The requested start date was Sunday, 02 May 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 10-day, 14-hour, 30-minute period from Wednesday, 21 April 2021 at 09:27 UTC to Saturday, 01 May 2021 at 23:57 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 : 2824
Unique Edges : 4355
Edges With Duplicates : 16362
Total Edges : 20717
Number of Edge Types : 5
Retweet : 5718
MentionsInRetweet : 11429
Replies to : 39
Mentions : 2772
Tweet : 759
Self-Loops : 907
Reciprocated Vertex Pair Ratio : 0.0347826086956522
Reciprocated Edge Ratio : 0.0672268907563025
Connected Components : 127
Single-Vertex Connected Components : 61
Maximum Vertices in a Connected Component : 2523
Maximum Edges in a Connected Component : 20207
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.400726
Graph Density : 0.0010150333310253
Modularity : 0.264376
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,824 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 Monday, 03 May 2021 at 01:33 UTC.

The requested start date was Sunday, 02 May 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 10-day, 14-hour, 30-minute period from Wednesday, 21 April 2021 at 09:27 UTC to Saturday, 01 May 2021 at 23:57 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:
[153] https://sifted.eu/articles/fintech-lacks-real-innovation/?utm_content=buffer4da78&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[79] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[55] https://thefinancialbrand.com/113199/innovation-digital-transformation-u-s-bank-podcast-interview/?smedia-twt-jm
[30] https://www.foreignaffairs.com/articles/united-states/2020-08-07/us-has-ai-competition-all-wrong?utm_content=buffer01f1d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[30] https://technative.io/why-fintech-is-the-biggest-driver-of-financial-inclusion/
[28] https://thefinancialbrand.com/podcasts/future-of-community-banks-at-risk-marsico-banking-transformed-podcast/?smedia-twt-jm
[28] https://www.analyticsinsight.net/top-programming-languages-powering-fintech-applications-in-2021/?utm_content=bufferc16c7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[27] https://www.raconteur.net/finance/financial-services/how-apis-can-transform-global-banking/?utm_content=buffer64bb9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[25] https://fintechnews.ch/virtual-banking/neobank-challenger-bank-maps-showcase-boom-in-digital-banking/44325/?utm_content=buffer4ca5c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[25] https://www.addressintel.com

Top URLs in Tweet in G1:
[13] https://finance.yahoo.com/news/why-must-banks-change-infrastructure-113600076.html
[13] https://www.paymentscardsandmobile.com/facial-recognition-for-payments-authentication-to-hit-1-4-billion-users/
[12] https://www.mckinsey.com/featured-insights/coronavirus-leading-through-the-crisis/charting-the-path-to-the-next-normal/employee-burnout-is-ubiquitous-alarming-and-still-underreported?cid=soc-web
[12] https://www.foreignaffairs.com/articles/united-states/2020-08-07/us-has-ai-competition-all-wrong?utm_content=buffer01f1d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.businessinsider.com/how-first-time-founders-got-screwed-by-dirty-term-sheets-2021-4?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253470
[10] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[8] https://www.mckinsey.com/featured-insights/coronavirus-leading-through-the-crisis/charting-the-path-to-the-next-normal/easy-come-easy-go-the-business-practices-most-likely-to-fade-after-the-pandemic?cid=soc-web
[8] https://thefinancialbrand.com/113199/innovation-digital-transformation-u-s-bank-podcast-interview/?smedia-twt-jm
[7] https://www.mckinsey.com/featured-insights/coronavirus-leading-through-the-crisis/charting-the-path-to-the-next-normal/will-india-get-too-hot-to-work?cid=soc-web

Top URLs in Tweet in G2:
[136] https://sifted.eu/articles/fintech-lacks-real-innovation/?utm_content=buffer4da78&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[45] https://thefinancialbrand.com/113199/innovation-digital-transformation-u-s-bank-podcast-interview/?smedia-twt-jm
[25] https://www.raconteur.net/finance/financial-services/how-apis-can-transform-global-banking/?utm_content=buffer64bb9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[24] https://thefinancialbrand.com/podcasts/future-of-community-banks-at-risk-marsico-banking-transformed-podcast/?smedia-twt-jm
[22] https://www.forbes.com/sites/forbesfinancecouncil/2021/04/22/fintech-is-the-next-frontier-for-hr-tech/?sh=6fd6956782a8
[20] https://www.analyticsinsight.net/top-programming-languages-powering-fintech-applications-in-2021/?utm_content=bufferc16c7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[20] https://www.forbes.com/sites/sarahkocianski/2021/04/22/one-thing-we-often-forget-about-financial-inclusion/?sh=1853a6cf199e
[18] https://fintechnews.ch/virtual-banking/neobank-challenger-bank-maps-showcase-boom-in-digital-banking/44325/?utm_content=buffer4ca5c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[16] https://www.crowdfundinsider.com/2021/04/174365-morocco-is-now-home-to-many-fintech-services-crowdfunding-lending-advanced-data-analytics-platforms-report/
[16] https://www.thestreet.com/crypto/defi/anti-money-laundering-crypto

Top URLs in Tweet in G3:
[15] https://www.cbinsights.com/research/report/amazon-across-financial-services-fintech/?utm_source=twitter&utm_medium=social&utm_campaign=cbi-evergreen
[8] https://www.globalbankingandfinance.com/what-is-digital-first-in-banking-are-banks-ready-to-make-the-transition/
[8] https://www.forbes.com/sites/forbesbusinesscouncil/2021/04/19/a-fintech-revolution-how-the-pandemic-accelerated-the-adoption-of-digital-solutions/?sh=6200265e432e
[7] https://sifted.eu/articles/fintech-lacks-real-innovation/?utm_content=buffer4da78&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.paymentscardsandmobile.com/80-of-financial-institutions-believe-ai-is-the-key-competitive-driver/
[6] https://www.financialexpress.com/money/how-to-secure-your-banking-transactions-from-cyber-frauds/2235437/
[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
[6] https://www.finextra.com/blogposting/19862/ai-powered-powered-contextual-banking-cx-requires-a-radical-paradigm-shift
[6] https://www.paymentgenes.com/blog/the-impact-of-ai-in-2021-on-the-payments-industry
[6] 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

Top URLs in Tweet in G4:
[7] https://www.linkedin.com/slink?code=dTUvzyh
[5] https://logicaresearch.com/americans-keep-more-money-in-paypal-than-cash-in-wallet/?utm_source=Triggermail&utm_medium=email&utm_campaign=Post%20Blast%20(bii-payments):%20Adyen%20announces%20first%20earnings%20since%20going%20public%20|%20US%20consumers%20keep%20more%20money%20in%20PayPal%20than%20in%20their%20wallets%20|%20UPI%202.0%20launches%20in%20India&utm_term=BII%20List%20Payments%20ALL
[3] https://www.paymentgenes.com/blog/the-impact-of-ai-in-2021-on-the-payments-industry
[2] https://www.insurancejournal.com/news/national/2021/04/19/608723.htm
[2] https://www.datasciencecentral.com/profiles/blogs/fintech-how-ai-is-improving-this-industry#5Wo4B
[2] https://www.forbes.com/sites/forbesfinancecouncil/2021/01/12/three-developing-technologies-that-will-change-the-banking-industry/?sh=6e0b31ce7a6e
[2] https://www.digitalbankingreport.com/trends/power-of-personalization-in-banking-2018/
[1] https://twitter.com/i/web/status/1385862524176945152
[1] https://twitter.com/i/web/status/1385868351105376258
[1] https://twitter.com/i/web/status/1386307891066441737

Top URLs in Tweet in G5:
[4] https://3s.money:443/
[1] https://www.reuters.com/article/eib-bonds/update-3-eib-uses-blockchain-for-new-100-mln-euro-bond-sale-idUSL8N2ML346
[1] https://lhoft.com/en/event/the-ai-spotlight-series-insurance-4-0/
[1] https://techround.co.uk/interviews/interview-with-nir-vulkan-oxford-universitys-fintech-programme/
[1] https://survey.pwc.lu/efm/itw/answer/s/iofl5nito7/k/PwC_Data_AI_survey_Luxembourg_2021
[1] https://mailchi.mp/lhoft/ecosystem-buzz-8029267
[1] https://www.finextra.com/newsarticle/37859/fintech-apps-outperform-banks-as-pandemic-shakes-consumer-finances
[1] https://paperjam.lu/article/luxembourg-a-attire-92-firmes-
[1] https://twitter.com/i/web/status/1384807957762818048
[1] https://twitter.com/i/web/status/1384833369582800896

Top URLs in Tweet in G6:
[3] https://www.cityam.com/france-threatens-to-block-city-of-london-from-eu-if-uk-does-not-open-up-its-fishing-waters/
[2] https://www.cityam.com/mps-call-for-greenwashing-ban-in-financial-services/
[2] https://www.cityam.com/brussels-no-rush-to-give-city-of-london-access-to-european-markets/
[2] https://www.cityam.com/the-eu-will-sign-a-post-brexit-deal-on-financial-services-pwc-boss-predicts-because-it-needs-london/
[2] https://www.cityam.com/natwests-refusal-to-jump-on-the-crypto-bandwagon-out-of-step-in-financial-services-space/
[2] https://www.cityam.com/uk-will-stay-financial-services-leader-without-eu-equivalence-deal-says-kpmg-boss/?utm_content=buffer6f042&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1385131304312836099
[1] https://twitter.com/i/web/status/1385154227731894272
[1] https://twitter.com/i/web/status/1385162514938437633
[1] https://twitter.com/i/web/status/1385167253310779393

Top URLs in Tweet in G7:
[3] https://www.quinlanandassociates.com/wp-content/uploads/2021/03/Quinlan-Associates-Branching-Off.pdf?utm_content=buffere84d7&utm_medium=social&utm_source=linkedin.com&utm_campaign=buffer
[3] https://fintechnews.hk/15265/virtual-banking/virtual-banks-could-serve-a-quarter-of-hong-kongs-population-by-2025/
[2] https://fintechnews.ch/open-banking/global-mapping-open-banking-key-players-in-2021/43462/?utm_content=buffer0a9b9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.ft.com/content/1dbc6256-c8cd-48c1-9a0f-bb83a578a42e?utm_content=buffer6681a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.ft.com/content/cc50c224-0444-418b-b335-782916f8b967
[2] https://www.ft.com/content/fce3785d-ad70-436f-b42e-c478f98941eb
[2] https://www.washingtonpost.com/technology/interactive/2021/amazon-apple-facebook-google-acquisitions/
[1] https://www.emarketer.com/content/customers-seek-better-usability-online-banking-sites
[1] https://twitter.com/i/web/status/1385791367209754631
[1] https://medium.com/aperture-hub/navigating-the-baas-maze-3b18d5a406d0

Top URLs in Tweet in G8:
[5] https://www.richmedia.com/
[1] https://twitter.com/i/web/status/1384855406212747265
[1] https://twitter.com/i/web/status/1385121957243363331
[1] https://dy.si/BngkMJ
[1] https://paper.li/robotsdaily/1410856201?edition_id=8c7b8bf0-a345-11eb-878f-fa163eed9ef2
[1] https://twitter.com/i/web/status/1385149995289088005
[1] https://twitter.com/i/web/status/1385209807372800000
[1] http://sps-family.com/special-needs-planning-the-able-account/
[1] https://twitter.com/SPS_Family/status/1385209556389801988
[1] https://www.linkedin.com/slink?code=eXFu8Nk

Top URLs in Tweet in G9:
[65] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[6] https://www.intersystems.com/data-excellence-blog/an-often-overlooked-lesson-learned-from-gamestop/
[4] https://www.atpcyberfintech.com/sessions/breakout-session/
[2] https://www.americanbanker.com/web-seminars/drowning-in-data-thirsting-for-information?utm_source=dg_intersytems&utm_medium=webseminar&utm_campaign=dg_ab_intersystems_webseminar_05052021
[1] https://twitter.com/i/web/status/1385284925423763459
[1] https://twitter.com/i/web/status/1385303685530591232
[1] https://twitter.com/i/web/status/1385664800760418306
[1] https://twitter.com/i/web/status/1385672347877785600
[1] https://twitter.com/i/web/status/1387092984001351689
[1] https://twitter.com/i/web/status/1387108074717077508

Top URLs in Tweet in G10:
[1] https://sifted.eu/articles/fintech-lacks-real-innovation/
[1] https://sifted.eu/articles/fintech-lacks-real-innovation/?utm_content=buffer4da78&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.insurancetimes.co.uk/news/insurtech-partners-with-amazon-on-small-business-insurance-proposition/1436958.article?utm_content=buffera4b57&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1387143126561828865

Top Domains
Top Domains in Tweet in Entire Graph:
[842] twitter.com
[171] sifted.eu
[159] thefinancialbrand.com
[154] forbes.com
[84] medium.com
[59] raconteur.net
[48] analyticsinsight.net
[48] mckinsey.com
[48] finextra.com
[41] techcrunch.com

Top Domains in Tweet in G1:
[276] twitter.com
[38] forbes.com
[35] mckinsey.com
[31] thefinancialbrand.com
[20] paymentscardsandmobile.com
[19] bai.org
[16] upenn.edu
[14] linkedin.com
[14] finextra.com
[14] yahoo.com

Top Domains in Tweet in G2:
[150] sifted.eu
[143] twitter.com
[98] thefinancialbrand.com
[80] forbes.com
[38] raconteur.net
[35] analyticsinsight.net
[24] techcrunch.com
[22] altfi.com
[20] fintechnews.ch
[16] reuters.com

Top Domains in Tweet in G3:
[123] twitter.com
[32] forbes.com
[28] thefinancialbrand.com
[18] finextra.com
[16] cbinsights.com
[11] paymentgenes.com
[11] raconteur.net
[10] paymentscardsandmobile.com
[10] pardot.com
[9] sifted.eu

Top Domains in Tweet in G4:
[18] twitter.com
[7] linkedin.com
[5] logicaresearch.com
[4] paymentgenes.com
[3] forbes.com
[2] insurancejournal.com
[2] datasciencecentral.com
[2] finextra.com
[2] digitalbankingreport.com
[1] europa.eu

Top Domains in Tweet in G5:
[15] twitter.com
[6] nextbillion.net
[4] finextra.com
[4] 3s.money
[3] lhoft.com
[2] mailchi.mp
[2] paperjam.lu
[2] sifted.eu
[1] reuters.com
[1] co.uk

Top Domains in Tweet in G6:
[31] twitter.com
[21] cityam.com
[2] nasdaq.com
[1] financemagnates.com
[1] mailchi.mp
[1] ultimusfundsolutions.com
[1] linkedin.com

Top Domains in Tweet in G7:
[64] twitter.com
[6] fintechnews.ch
[6] ft.com
[4] coindesk.com
[3] quinlanandassociates.com
[3] fintechnews.hk
[2] businessinsider.com
[2] fortune.com
[2] washingtonpost.com
[1] emarketer.com

Top Domains in Tweet in G8:
[47] twitter.com
[10] richmedia.com
[4] linkedin.com
[4] truchoicefinancial.com
[2] paper.li
[2] adrimillerheckman.com
[2] thomsonreuters.com
[2] snip.ly
[1] dy.si
[1] sps-family.com

Top Domains in Tweet in G9:
[65] medium.com
[9] twitter.com
[6] intersystems.com
[4] atpcyberfintech.com
[2] americanbanker.com
[1] cdotrends.com
[1] analyticsinsight.net
[1] marketingdive.com
[1] tearsheet.co

Top Domains in Tweet in G10:
[2] sifted.eu
[1] co.uk
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2553] fintech
[2264] finserv
[1109] banking
[1091] ai
[541] innovation
[510] insurtech
[492] blockchain
[479] marketing
[455] iot
[401] payments



Top Hashtags in Tweet in G1:
[913] fintech
[695] finserv
[678] ai
[434] banking
[420] marketing
[372] iot
[256] insurtech
[237] blockchain
[207] ev
[197] smartcities

Top Hashtags in Tweet in G2:
[807] fintech
[668] finserv
[348] banking
[251] innovation
[224] startup
[175] ai
[154] insurtech
[58] digitaltransformation
[57] cloud
[57] neobank

Top Hashtags in Tweet in G3:
[372] fintech
[317] finserv
[180] banking
[128] innovation
[99] ai
[78] infographic
[75] payments
[53] digitalbanking
[47] insurtech
[41] tech

Top Hashtags in Tweet in G4:
[54] blockchain
[52] fintech
[44] finserv
[33] chaingefinance
[25] fusionprotocol
[25] futures
[24] ecb
[24] defi
[22] banking
[18] options

Top Hashtags in Tweet in G5:
[58] fintech
[35] finserv
[27] lhoft
[10] banking
[9] blockchain
[7] ai
[7] financialinclusion
[6] regtech
[6] esg
[6] payments

Top Hashtags in Tweet in G6:
[35] financialservices
[28] finserv
[14] brexit
[10] postbrexit
[8] fintech
[7] environmental
[7] equivalence
[6] banking
[5] fishing
[5] cityoflondon

Top Hashtags in Tweet in G7:
[72] fintech
[70] bitcoin
[67] finserv
[50] disruption
[48] banking
[47] blockchain
[42] payment
[40] crypto
[32] trading
[28] xrp

Top Hashtags in Tweet in G8:
[68] finserv
[24] fintech
[7] truchoice
[5] financialservices
[5] digitalbanking
[4] ai
[4] bank
[4] banks
[3] fortinet
[3] fintwit

Top Hashtags in Tweet in G9:
[65] python
[65] coding
[65] 100daysofcode
[65] ai
[22] finserv
[14] fintech
[11] bigdata
[11] ethicalhacking
[8] ml
[7] machinelearning

Top Hashtags in Tweet in G10:
[50] fintech
[3] finserv
[2] innovation
[2] startup
[1] banking
[1] payment
[1] insurtech
[1] amazon
[1] insurance

Top Words
Top Words in Tweet in Entire Graph:
[4756] enricomolinari
[2558] #fintech
[2266] #finserv
[1113] #banking
[1091] #ai
[596] mashable
[541] #innovation
[525] spirosmargaris
[510] #insurtech
[506] financial

Top Words in Tweet in G1:
[4213] enricomolinari
[918] #fintech
[697] #finserv
[678] #ai
[564] mashable
[438] #banking
[431] wef
[422] #marketing
[415] uniladtech
[374] #iot

Top Words in Tweet in G2:
[807] #fintech
[668] #finserv
[418] spirosmargaris
[348] #banking
[285] enricomolinari
[251] #innovation
[224] #startup
[213] fintech
[209] digital
[175] #ai

Top Words in Tweet in G3:
[372] #fintech
[317] #finserv
[190] enricomolinari
[180] #banking
[176] financial
[166] antgrasso
[156] services
[128] #innovation
[116] banking
[106] banks

Top Words in Tweet in G4:
[116] lucas_gool
[95] technology
[67] automated
[57] blockchain
[55] cross
[54] #blockchain
[52] fsn
[52] #fintech
[50] fusionprotocol
[44] #finserv

Top Words in Tweet in G5:
[59] the_lhoft
[58] #fintech
[35] #finserv
[27] #lhoft
[15] according
[14] partner
[13] global
[12] together
[12] 2021
[12] trends

Top Words in Tweet in G6:
[63] cityam
[58] financial
[55] uk
[54] deal
[49] services
[41] brexit
[39] eu
[37] city
[36] needs
[35] #financialservices

Top Words in Tweet in G7:
[72] #fintech
[70] #bitcoin
[67] #finserv
[50] #disruption
[48] #banking
[47] ugosetti
[47] #blockchain
[42] #payment
[40] #crypto
[32] #trading

Top Words in Tweet in G8:
[68] #finserv
[24] #fintech
[14] financial
[13] buy
[11] see
[11] services
[11] learn
[10] system
[9] today
[8] banking

Top Words in Tweet in G9:
[80] ai_miami
[76] learn
[73] strat_ai
[65] #python
[65] 12
[65] websites
[65] #coding
[65] free
[65] #100daysofcode
[65] #ai

Top Words in Tweet in G10:
[50] #fintech
[49] best
[49] days
[49] behind
[48] tweeps
[48] titans
[48] question
[47] depends
[47] curtisschin
[46] read

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[831] #fintech,#finserv
[509] mashable,enricomolinari
[308] wef,enricomolinari
[305] #finserv,#banking
[294] financial,services
[290] gt,gt
[261] uniladtech,enricomolinari
[233] #banking,#fintech
[232] best,days
[224] #fintech,best

Top Word Pairs in Tweet in G1:
[481] mashable,enricomolinari
[406] #fintech,#finserv
[283] wef,enricomolinari
[252] uniladtech,enricomolinari
[208] gigadgets_,enricomolinari
[193] intengineering,enricomolinari
[184] enricomolinari,#ev
[158] enricomolinari,#renewables
[157] #finserv,#insurtech
[148] #finserv,#banking

Top Word Pairs in Tweet in G2:
[233] #fintech,#finserv
[154] best,days
[150] #fintech,best
[150] days,behind
[141] #innovation,#startup
[140] #startup,#finserv
[138] spirosmargaris,siftedeu
[136] siftedeu,opinion
[136] opinion,piece
[136] piece,#fintech

Top Word Pairs in Tweet in G3:
[105] financial,services
[89] #innovation,#fintech
[87] #fintech,#finserv
[77] #fintech,#banking
[50] open,banking
[45] #banking,#digitalbanking
[44] financial,institutions
[44] payments,lending
[44] lending,insurance
[44] insurance,checking

Top Word Pairs in Tweet in G4:
[40] cross,chain
[39] fusionprotocol,working
[39] working,hard
[39] hard,patenting
[39] patenting,proprietary
[39] proprietary,technology
[39] technology,particular
[39] particular,caught
[39] caught,eye
[38] larry_crypto3,fusionprotocol

Top Word Pairs in Tweet in G5:
[16] the_lhoft,#lhoft
[13] #lhoft,partner
[11] #fintech,#finserv
[11] the_lhoft,#fintech
[11] #fintech,2021
[11] 2021,year
[11] year,hottest
[11] hottest,trends
[11] trends,far
[11] far,according

Top Word Pairs in Tweet in G6:
[49] financial,services
[26] city,london
[22] equivalence,deal
[20] needs,eu
[17] natwest's,refusal
[17] refusal,jump
[17] jump,crypto
[17] crypto,bandwagon
[17] bandwagon,'out
[17] 'out,step'

Top Word Pairs in Tweet in G7:
[44] #fintech,#finserv
[41] #disruption,#blockchain
[35] #blockchain,#fintech
[30] #payment,#banking
[29] #finserv,#payment
[15] #banking,#trading
[13] #innovation,#fintech
[12] #trading,#bitcoin
[11] #fintech,#banking
[10] #banking,#digitalbanking

Top Word Pairs in Tweet in G8:
[11] financial,services
[9] #fintech,#finserv
[7] buy,system
[6] #truchoice,#finserv
[6] see,chart
[5] chart,key
[4] industry,learn
[4] firmly,buy
[3] #finserv,#fintech
[3] #digitaltransformation,evolving

Top Word Pairs in Tweet in G9:
[65] #python,12
[65] 12,websites
[65] websites,learn
[65] learn,#coding
[65] #coding,free
[65] #100daysofcode,#ai
[55] ai_miami,#python
[48] free,strat_ai
[48] strat_ai,#100daysofcode
[38] #ai,#artificialintelligenc

Top Word Pairs in Tweet in G10:
[49] #fintech,best
[49] best,days
[49] days,behind
[48] tweeps,titans
[48] titans,question
[48] question,#fintech
[47] behind,depends
[47] curtisschin,tweeps
[46] depends,read
[2] spirosmargaris,siftedeu

Top Replied-To
Top Replied-To in Entire Graph:
@riverbed
@idc
@spirosmargaris
@fusionprotocol
@signdidentity
@lead_coalition
@xbond49
@techstars
@enricomolinari
@gigadgets_

Top Replied-To in G1:
@xbond49
@enricomolinari
@gigadgets_

Top Replied-To in G2:
@spirosmargaris
@lead_coalition
@techstars
@invyo_

Top Replied-To in G4:
@fusionprotocol
@financechainge

Top Replied-To in G7:
@tagadobtc

Top Replied-To in G9:
@ai_miami
@strat_ai

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@mashable
@spirosmargaris
@wef
@uniladtech
@gigadgets_
@intengineering
@antgrasso
@jimmarous
@seeker

Top Mentioned in G1:
@enricomolinari
@mashable
@wef
@uniladtech
@gigadgets_
@intengineering
@seeker
@techinsider
@enricomolina
@ralexjimenez

Top Mentioned in G2:
@spirosmargaris
@enricomolinari
@jimmarous
@siftedeu
@psb_dc
@stratorob
@xbond49
@albertogaruccio
@ralexjimenez
@innov8tr

Top Mentioned in G3:
@antgrasso
@enricomolinari
@mofitzp100
@nicolas2pinto
@cbinsights
@lindagrass0
@peter_rakowsky
@visualcap
@andrewincontact
@verinite

Top Mentioned in G4:
@lucas_gool
@fusionprotocol
@larry_crypto3
@verinite
@sadiqalesia
@samrahkazmi
@1davidclarke
@nicolas2pinto
@parkxrana
@cointelegraph

Top Mentioned in G5:
@the_lhoft
@societegenerale
@bancosantander
@naszub
@fintechhivedifc
@andyjbryant
@philippsandner
@drscoronado
@seqvoia_

Top Mentioned in G6:
@cityam
@kpmg
@thetifingroup
@famagazine
@ultimus2
@innovationiid
@milturner
@nasdaq
@discovermagnifi
@totumrisk

Top Mentioned in G7:
@ugosetti
@paymyntgroup
@intel471inc
@jimmarous
@ursbolt
@spirosmargaris
@nafisalam
@enricomolinari
@denelledixon
@coindesk

Top Mentioned in G9:
@strat_ai
@ai_miami
@newcoupon2
@jefffried
@tabbgroup
@intersystems
@amerbanker
@enricomolinari
@spirosmargaris
@cdotrends

Top Mentioned in G10:
@curtisschin
@spirosmargaris
@siftedeu
@fintechfor
@globaliqx

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@marshawright
@chidambara09
@cybersec_feeds
@femtech_
@vivobr
@evankirstel
@xaelbot
@jenkers_en

Top Tweeters in G1:
@sectest9
@chidambara09
@cybersecurityn8
@morgfair
@rvp
@npsusa
@btzmedina
@fintechna
@trendsinai
@calcaware

Top Tweeters in G2:
@jornalistavitor
@marshawright
@cybersec_feeds
@vivobr
@sudeepkhatri
@ottlegalrebels
@business
@ssxman2
@gezgintrk
@bot_innovation

Top Tweeters in G3:
@kimvie
@guardian
@swissbusiness
@18akgoyal
@andrewmorrisuk
@code_convention
@nicochan33
@artificialbra1n
@financialxpress
@akwyz

Top Tweeters in G4:
@the404code
@fredzannarbor
@cointelegraph
@1davidclarke
@t3ssash3ll3y
@amalmerzouk
@trab_bot
@samrahkazmi
@hansenandrew
@lucas_gool

Top Tweeters in G5:
@gol
@genemurphy
@mastercard
@nextbillion
@e27co
@finextra
@chris_skinner
@disruptafrica
@gabosanders
@excellion

Top Tweeters in G6:
@gr8musicvenues
@anydel
@richardcalhoun
@ana_captures
@kingston_v
@cilvrnum
@grado779
@cityam
@markbishopuk
@ethicaldavid

Top Tweeters in G7:
@thesun
@jeandoobs
@washingtonpost
@financialtimes
@fortunemagazine
@securityblog
@gate_15_analyst
@daviddoughty
@slatefr
@jc_vazquez

Top Tweeters in G8:
@jenkers_en
@bamitav
@babushka99
@carbonreports
@imarun001
@kevinknebl
@finovate
@jeannebliss
@asialawportal
@mscloud

Top Tweeters in G9:
@xaelbot
@bexxmodd
@codernotesbot
@thedeveloperbot
@thesecretjunio1
@morolswediu
@ipythonistabot
@djangobot_
@coderretweet
@_codenewbiebot

Top Tweeters in G10:
@eji12061671
@kafayat70174648
@toplight333444
@benedictagbana
@curtisschin
@graceismyfaiths
@renegadelia
@_oremi__
@officialbladzzy
@symplyemily