#FinServ, Twitter, 4/11/2021 2:15:18 AM, 252580


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#FinServ_2021-04-10_18-19-20.xlsx
#FinServ_2021-04-10_18-19-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 11, 2021
Short Description:
#FinServ via NodeXL https://bit.ly/3d7OVtr
@enricomolinari
@jimmarous
@stratorob
@spirosmargaris
@psb_dc
@ralexjimenez
@albertogaruccio
@the_lhoft
@interfima
@peter_rakowsky

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

Description:
Description
The graph represents a network of 2,646 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, 11 April 2021 at 01:31 UTC.

The requested start date was Sunday, 11 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 10-day, 10-hour, 9-minute period from Tuesday, 30 March 2021 at 01:21 UTC to Friday, 09 April 2021 at 11:30 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 : 2646
Unique Edges : 4874
Edges With Duplicates : 17112
Total Edges : 21986
Number of Edge Types : 5
MentionsInRetweet : 11695
Mentions : 3819
Replies to : 52
Retweet : 5853
Tweet : 567
Self-Loops : 683
Reciprocated Vertex Pair Ratio : 0.0402285170197572
Reciprocated Edge Ratio : 0.0773455377574371
Connected Components : 114
Single-Vertex Connected Components : 60
Maximum Vertices in a Connected Component : 2398
Maximum Edges in a Connected Component : 21593
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.243071
Graph Density : 0.00124880870222485
Modularity : 0.257685
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,646 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, 11 April 2021 at 01:31 UTC.

The requested start date was Sunday, 11 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 10-day, 10-hour, 9-minute period from Tuesday, 30 March 2021 at 01:21 UTC to Friday, 09 April 2021 at 11:30 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:
[90] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[85] https://thefinancialbrand.com/87398/contextual-analytics-ai-banking-data-flybits/?smedia-twt-jm
[80] -
[69] https://www.bcg.com/en-sea/the-rise-of-digital-banking-in-southeast-asia
[50] https://thefinancialbrand.com/111327/regional-bank-competition-digital-fintech-transformation-trends/?smedia-twt-jm
[48] https://www.forbes.com/sites/ronshevlin/2021/04/05/digital-transformation-in-banking-banks-have-a-long-long-way-to-go/?sh=1b3af7535524
[47] https://fintechnews.ch/fintech/all-96-fintech-unicorns-worth-a-combined-us404b/43748/?utm_content=buffer5951c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[43] https://thefinancialbrand.com/104418/digital-banking-transformation-priorities-trends-predictions/?smedia-twt-jm
[40] https://www.addressintel.com
[40] 2021

Top URLs in Tweet in G1:
[80] -
[40] 2021
[31] https://www.addressintel.com
[24] https://www.mckinsey.com/industries/financial-services/our-insights/banking-matters/building-a-successful-payments-system?cid=soc-web
[22] https://thefinancialbrand.com/87398/contextual-analytics-ai-banking-data-flybits/?smedia-twt-jm
[20] blog
[20] Your
[20] Communication
[20] Compliance
[20] Blueprint

Top URLs in Tweet in G2:
[54] https://thefinancialbrand.com/87398/contextual-analytics-ai-banking-data-flybits/?smedia-twt-jm
[36] https://fintechnews.ch/fintech/all-96-fintech-unicorns-worth-a-combined-us404b/43748/?utm_content=buffer5951c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[36] https://thefinancialbrand.com/111327/regional-bank-competition-digital-fintech-transformation-trends/?smedia-twt-jm
[31] https://thefinancialbrand.com/104418/digital-banking-transformation-priorities-trends-predictions/?smedia-twt-jm
[31] https://www.forbes.com/sites/ronshevlin/2021/04/05/digital-transformation-in-banking-banks-have-a-long-long-way-to-go/?sh=1b3af7535524
[30] https://www.bcg.com/en-sea/the-rise-of-digital-banking-in-southeast-asia
[28] https://worldretailbankingreport.com/resources/world-retail-banking-report-2021/
[25] https://thefinancialbrand.com/podcasts/secrets-of-a-rockstar-chief-digital-banking-officer-dominic-venturo-podcast/?smedia-twt-jm
[22] https://seekingalpha.com/article/4417471-360-digitech-stock-ultra-growth-fintech-on-sale
[19] https://www.globalbankingandfinance.com/usability-is-the-secret-to-success-in-fintech-developments/?utm_content=bufferafe7e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[78] https://medium.com/javarevisited/10-free-python-tutorials-and-courses-from-google-microsoft-and-coursera-for-beginners-96b9ad20b4e6
[20] https://www.malkamdior.com/
[12] https://spheroiduniverse.io/
[7] https://www.finextra.com/blogposting/19862/ai-powered-powered-contextual-banking-cx-requires-a-radical-paradigm-shift
[7] https://fusion.org/
[6] https://www.bbva.com/en/biometrics-and-machine-learning-the-accurate-secure-way-to-access-your-bank/
[6] https://thefinancialbrand.com/87398/contextual-analytics-ai-banking-data-flybits/?smedia-twt-jm
[5] https://efipm.medium.com/complexity-compliance-and-the-cloud-in-banking-78c272796841
[4] https://www.forbes.com/sites/forbesfinancecouncil/2021/01/12/three-developing-technologies-that-will-change-the-banking-industry/?sh=6e0b31ce7a6e
[4] https://www.datasciencecentral.com/profiles/blogs/fintech-how-ai-is-improving-this-industry#5Wo4B

Top URLs in Tweet in G4:
[9] https://www.healthcaretechoutlook.com/news/how-is-ai-transforming-home-healthcare-nid-2310.html
[8] https://allafrica.com/stories/202103300008.html
[6] https://thefintechtimes.com/regtech-re-imagined-innovating-operational-risk-after-the-pandemic/
[5] https://www.moneycontrol.com/news/business/personal-finance/why-the-rich-must-make-life-insurance-an-integral-part-of-estate-planning-6707841.html
[5] https://www.finextra.com/blogposting/20096/the-benefits-of-hyper-automation-for-banking
[5] https://www.addressintel.com
[3] https://www.cxotoday.com/ai/how-tech-innovations-are-defining-new-age-banking/
[2] https://www.securitymagazine.com/articles/94980-taking-a-diy-approach-to-cybersecurity-is-a-dangerous-proposition
[2] https://thefinancialbrand.com/104418/digital-banking-transformation-priorities-trends-predictions/?smedia-twt-jm
[2] https://www.ibs.co.uk/blog/mortgages/what-happens-at-the-end-of-your-mortgage-deal

Top URLs in Tweet in G5:
[5] https://www.bcg.com/publications/2019/banks-outsmart-competition-intelligent-operations
[5] https://www.finextra.com/blogposting/20096/the-benefits-of-hyper-automation-for-banking
[4] https://www.everestgrp.com/2018-12-potential-use-cases-of-quantum-computing-in-banking-financial-services-48389.html/
[4] https://www.forbes.com/sites/ronshevlin/2021/04/05/digital-transformation-in-banking-banks-have-a-long-long-way-to-go/?sh=1b3af7535524
[4] https://www.everestgrp.com/2019-12-customer-journey-mapping-in-banking-three-case-studies-results-market-insights-52187.html/
[3] https://www.americanbanker.com/news/paypal-is-building-a-super-app-should-banks-be-worried?utm_content=buffera4ef5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.raconteur.net/infographics/realising-open-bankings-potential/
[3] https://thefinancialbrand.com/104418/digital-banking-transformation-priorities-trends-predictions/?smedia-twt-jm
[3] https://www.everestgrp.com/2020-02-lp-insurers-need-to-transform-business-models-but-face-challenges-market-insights-52671.html
[3] https://www2.deloitte.com/us/en/insights/industry/financial-services/cybersecurity-maturity-financial-institutions-cyber-risk.html

Top URLs in Tweet in G6:
[7] 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
[4] https://www.centralbanking.com/benchmarking/fintech-it/7815231/central-banks-hired-more-fintech-staff-in-2020
[3] https://biztechmagazine.com/article/2021/04/how-banks-can-refine-their-cloud-strategies
[3] https://searchenterpriseai.techtarget.com/feature/Advanced-AI-in-financial-services-boosts-fraud-detection-efficiency
[2] https://blog.dataart.com/7-ways-how-ai-is-transforming-the-fintech-industry
[2] https://www.fintechmagazine.com/financial-services-finserv/new-approaches-digital-finance-benchmarking
[2] https://twitter.com/mofitzp100/status/1376212494503526401
[2] https://www.thehindubusinessline.com/money-and-banking/fintech-will-be-the-silver-bullet-for-growth-in-2021/article34169280.ece
[2] https://www.dqindia.com/data-science-set-revolutionize-fintech-landscape/
[2] https://www.finextra.com/newsarticle/37785/how-cloud-enables-banking-transformation-towards-contextual-finance

Top URLs in Tweet in G7:
[4] https://okt.to/amRIsV
[4] https://okt.to/Vq15Pc
[4] https://okt.to/P0GH6j
[4] https://okt.to/SCrf0o
[4] https://okt.to/0wuMAS
[4] https://okt.to/fDU2ar
[4] https://okt.to/gN5WMc
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DfwAJIOP0nx8&q=EgS4SO-bGMveloMGIhkA8aeDS1NNpylzAz-RwULf1WgQSethJVwRMgFy
[2] https://lhoft.com/en/event/the-360-of-product-design-lean-agile-remastered/
[2] https://fintechfeed.com/issues/41#start

Top URLs in Tweet in G8:
[22] https://www.bcg.com/en-sea/the-rise-of-digital-banking-in-southeast-asia
[15] https://www.linkedin.com/posts/rajkgrover_financialservices-digitaltransformation-bank-activity-6783744609299267584-jDT2
[14] https://www.cbinsights.com/research/top-us-banks-fintech-investments-graphics/
[6] https://finance.yahoo.com/news/5-insurtech-trends-2021-125722547.html
[4] https://www.americanbanker.com/news/ai-in-banking-where-it-works-and-where-it-doesnt
[3] https://www.globalbankingandfinance.com/usability-is-the-secret-to-success-in-fintech-developments/?utm_content=bufferafe7e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://fintechnews.ch/fintech/all-96-fintech-unicorns-worth-a-combined-us404b/43748/?utm_content=buffer5951c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://pymnts.com/
[3] https://worldretailbankingreport.com/resources/world-retail-banking-report-2021/
[3] https://www.wraltechwire.com/2021/04/02/bank-of-america-acquires-fintech-startup/

Top URLs in Tweet in G9:
[2] https://www.clear.bank/newsroom/how-well-are-fintechs-served-by-banks?utm_content=buffer44e8e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.mckinsey.com/industries/financial-services/our-insights/how-insurers-can-act-on-the-opportunity-of-digital-ecosystems?utm_content=buffer94ed3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.cityam.com/uk-knows-eu-will-not-grant-the-city-access-to-financial-services-lord-hill/?utm_content=buffer92efd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://thefinanser.com/2021/03/33068.html/
[2] https://www.protocol.com/newsletters/protocol-fintech/bank-ai-regulation?rebelltitem=1#rebelltitem1?rebelltitem=1
[2] https://thefinancialbrand.com/110601/digital-transformation-is-about-new-business-models-not-new-tech/
[1] https://www.longfinance.net/programmes/financial-centre-futures/global-financial-centres-index/gfci-29-explore-data/gfci-29-rank/
[1] https://www.wsj.com/articles/all-work-and-no-play-could-make-wall-street-less-profitable-11617037002?utm_content=buffer20c27&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.fintechfutures.com/2021/03/research-digitisation-will-be-the-next-advantage-in-the-financial-markets/?utm_content=buffer737cd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.fintechfutures.com/2021/03/non-fungible-tokens-how-do-you-regulate-a-non-conventional-marketplace/?utm_content=buffer13365&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G10:
[4] https://www.richmedia.com/
[2] 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
[2] http://theherdlocker.com/tweet/popularity/finserv
[2] https://www.nutter.com/trending-newsroom-publications-fintech-in-brief-banking-agencies-ai
[1] https://home.kpmg/xx/en/blogs/home/posts/2021/03/fostering-connectivity-in-a-digital-world.html?cid=twt_soc_xx-acx_fs-fscontent&utm_medium=soc&utm_source=twt&utm_content=xx-acx&utm_campaign=fs-fscontent
[1] https://t.co/uhSveeLcqf
[1] https://t.co/h5TWEUOL83
[1] https://es3cloud.com/journey-to-cloud-solve-your-migration-challenge/
[1] https://escalent.co/blog/in-house-research-is-great-but-what-happens-when-your-project-hits-a-roadblock/?utm_campaign=2021_Corporate%20Solutions&utm_content=159836985&utm_medium=social&utm_source=twitter&hss_channel=tw-296903580
[1] https://blog.dataiku.com/ai-deployment-in-financial-services?utm_campaign=2021

Top Domains
Top Domains in Tweet in Entire Graph:
[363] thefinancialbrand.com
[166] forbes.com
[127] mckinsey.com
[107] medium.com
[105] finextra.com
[76] bcg.com
[62] twitter.com
[59] linkedin.com
[52] fintechnews.ch
[48] americanbanker.com

Top Domains in Tweet in G1:
[89] mckinsey.com
[64] thefinancialbrand.com
[47] forbes.com
[31] addressintel.com
[28] twitter.com
[26] finextra.com
[23] nodexlgraphgallery.org
[17] medium.com
[16] linkedin.com
[16] bcg.com

Top Domains in Tweet in G2:
[250] thefinancialbrand.com
[76] forbes.com
[39] fintechnews.ch
[33] finextra.com
[31] bcg.com
[30] americanbanker.com
[28] worldretailbankingreport.com
[25] pymnts.com
[24] seekingalpha.com
[23] globalbankingandfinance.com

Top Domains in Tweet in G3:
[83] medium.com
[23] forbes.com
[20] malkamdior.com
[17] finextra.com
[12] spheroiduniverse.io
[11] thefinancialbrand.com
[8] bbva.com
[7] fusion.org
[6] paymentgenes.com
[6] bai.org

Top Domains in Tweet in G4:
[9] healthcaretechoutlook.com
[8] allafrica.com
[8] finextra.com
[8] pardot.com
[7] thefintechtimes.com
[5] moneycontrol.com
[5] addressintel.com
[4] targetgroup.com
[4] co.uk
[3] securitymagazine.com

Top Domains in Tweet in G5:
[14] everestgrp.com
[12] raconteur.net
[11] deloitte.com
[10] thefinancialbrand.com
[6] bcg.com
[5] finextra.com
[4] forbes.com
[3] americanbanker.com
[3] atos.net
[2] cbinsights.com

Top Domains in Tweet in G6:
[22] voicestorm.com
[7] microsoft.com
[6] thefinancialbrand.com
[5] finextra.com
[4] centralbanking.com
[3] dataart.com
[3] biztechmagazine.com
[3] forbes.com
[3] twitter.com
[3] techtarget.com

Top Domains in Tweet in G7:
[34] okt.to
[5] lhoft.com
[3] mailchi.mp
[3] google.com
[2] paperjam.lu
[2] siliconluxembourg.lu
[2] delano.lu
[2] sifted.eu
[2] fintechfeed.com
[2] thefintechtimes.com

Top Domains in Tweet in G8:
[22] bcg.com
[16] yahoo.com
[15] linkedin.com
[14] cbinsights.com
[11] mtr.cool
[9] thefinancialbrand.com
[9] finextra.com
[9] thefintechtimes.com
[6] pymnts.com
[6] bizjournals.com

Top Domains in Tweet in G9:
[11] mckinsey.com
[10] cityam.com
[8] thefinancialbrand.com
[7] fintechfutures.com
[6] techcrunch.com
[5] dtcc.com
[3] sifted.eu
[3] paymentsjournal.com
[3] thefinanser.com
[3] twitter.com

Top Domains in Tweet in G10:
[8] richmedia.com
[3] home.kpmg
[3] linkedin.com
[3] twitter.com
[3] voicestorm.com
[2] t.co
[2] qcashfinancial.com
[2] sprinklr.com
[2] okt.to
[2] bloomberg.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3280] fintech
[3124] finserv
[1624] ai
[1596] banking
[931] insurtech
[704] iot
[667] blockchain
[640] innovation
[599] bigdata
[589] ehealth



Top Hashtags in Tweet in G1:
[1261] fintech
[1051] ai
[882] finserv
[570] iot
[557] ehealth
[496] blockchain
[481] marketing
[480] insurtech
[478] banking
[423] smartcities

Top Hashtags in Tweet in G2:
[1199] fintech
[1128] finserv
[667] banking
[243] ai
[180] insurtech
[172] digitaltransformation
[127] innovation
[108] payments
[97] digitalbanking
[71] finance

Top Hashtags in Tweet in G3:
[209] ai
[178] fintech
[176] finserv
[151] bigdata
[149] banking
[127] innovation
[116] python
[115] 100daysofcode
[111] coding
[94] fusionprotocol

Top Hashtags in Tweet in G4:
[96] finserv
[76] fintech
[64] quote
[64] attitude
[64] seo
[48] newnormal
[44] startup
[43] insurance
[40] success
[39] banking

Top Hashtags in Tweet in G5:
[97] finserv
[85] fintech
[21] infographic
[19] banking
[17] digitaltransformation
[12] ai
[11] banks
[7] openbanking
[7] cybersecurity
[7] blockchain

Top Hashtags in Tweet in G6:
[61] finserv
[50] fintech
[25] banking
[22] cdwsocial
[16] ai
[16] cloud
[13] innovation
[11] digitalbanking
[10] payments
[8] banks

Top Hashtags in Tweet in G7:
[78] finserv
[71] fintech
[46] banking
[33] digitalbanking
[29] lhofttv
[25] digitaltransformation
[23] lhoft
[19] banks
[17] payments
[13] cx

Top Hashtags in Tweet in G8:
[246] fintech
[223] finserv
[213] insurtech
[174] startup
[161] innovation
[106] banking
[103] digital
[74] payment
[73] lending
[73] investment

Top Hashtags in Tweet in G9:
[97] finserv
[47] banking
[43] fintech
[36] finance
[29] business
[14] technology
[14] innovation
[11] payments
[10] tech
[8] markets

Top Hashtags in Tweet in G10:
[90] finserv
[21] fintech
[11] banking
[6] financialservices
[6] trading
[6] stocks
[5] insurance
[5] investing
[5] truchoice
[4] retirement

Top Words
Top Words in Tweet in Entire Graph:
[4604] enricomolinari
[3280] #fintech
[3121] #finserv
[1624] #ai
[1596] #banking
[944] mashable
[931] #insurtech
[820] wef
[712] banking
[704] #iot

Top Words in Tweet in G1:
[4207] enricomolinari
[1261] #fintech
[1051] #ai
[895] mashable
[882] #finserv
[723] wef
[570] #iot
[557] #ehealth
[496] #blockchain
[481] #marketing

Top Words in Tweet in G2:
[1199] #fintech
[1128] #finserv
[667] #banking
[324] banking
[308] jimmarous
[251] enricomolinari
[243] #ai
[230] spirosmargaris
[227] psb_dc
[180] #insurtech

Top Words in Tweet in G3:
[209] #ai
[178] #fintech
[176] #finserv
[151] #bigdata
[149] #banking
[127] #innovation
[116] #python
[115] #100daysofcode
[112] strat_ai
[111] #coding

Top Words in Tweet in G4:
[104] stratorob
[96] #finserv
[89] looking
[80] gives
[76] #fintech
[64] #quote
[64] #attitude
[64] #seo
[48] #newnormal
[44] #startup

Top Words in Tweet in G5:
[125] antgrasso
[97] #finserv
[86] banking
[85] #fintech
[67] adoption
[59] over
[59] financial
[55] banks
[47] open
[47] change

Top Words in Tweet in G6:
[60] #finserv
[50] #fintech
[25] #banking
[22] #cdwsocial
[16] #ai
[16] #cloud
[14] industry
[13] #innovation
[13] org
[11] future

Top Words in Tweet in G7:
[97] the_lhoft
[78] #finserv
[71] #fintech
[49] finacle
[46] #banking
[43] more
[39] bank
[35] episode
[33] lhoft
[33] #digitalbanking

Top Words in Tweet in G8:
[246] #fintech
[223] #finserv
[213] #insurtech
[174] #startup
[161] #innovation
[124] fintech
[106] #banking
[103] #digital
[101] enricomolinari
[81] albertogaruccio

Top Words in Tweet in G9:
[96] #finserv
[47] #banking
[43] #fintech
[37] financial
[36] #finance
[29] #business
[25] eu
[21] brexit
[20] cityam
[19] banks

Top Words in Tweet in G10:
[90] #finserv
[26] financial
[21] #fintech
[15] services
[12] buy
[11] #banking
[10] cloud
[10] learn
[9] see
[8] key

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1076] #fintech,#finserv
[772] mashable,enricomolinari
[698] wef,enricomolinari
[388] #banking,#fintech
[361] #finserv,#banking
[323] enricomolinari,#renewables
[308] #finserv,#insurtech
[307] #fintech,#insurtech
[278] #insurtech,#proptech
[262] #ai,#iot

Top Word Pairs in Tweet in G1:
[730] mashable,enricomolinari
[659] wef,enricomolinari
[393] #fintech,#finserv
[300] enricomolinari,#renewables
[252] #insurtech,#proptech
[245] #ai,#iot
[230] #renewables,#fintech
[224] #finserv,#insurtech
[224] #proptech,#regtech
[216] #iiot,#bigdata

Top Word Pairs in Tweet in G2:
[512] #fintech,#finserv
[200] #finserv,#banking
[159] #banking,#fintech
[96] #finserv,#ai
[91] digital,banking
[85] #fintech,#insurtech
[77] #digitaltransformation,#fintech
[77] #finserv,#fintech
[76] #banking,#finserv
[68] #finserv,spirosmargaris

Top Word Pairs in Tweet in G3:
[105] #fintech,#banking
[98] learn,#coding
[98] #coding,free
[98] #100daysofcode,#ai
[96] #innovation,#fintech
[80] #ai,#bigdata
[78] #python,12
[78] 12,websites
[78] websites,learn
[76] strat_ai,#python

Top Word Pairs in Tweet in G4:
[64] #quote,#attitude
[64] #attitude,#seo
[40] looking,back
[40] back,gives
[40] gives,regrets
[40] regrets,looking
[40] looking,forward
[40] forward,gives
[40] gives,opportunities
[40] opportunities,#success

Top Word Pairs in Tweet in G5:
[47] open,banking
[44] banking,adoption
[44] adoption,rates
[44] rates,sluggish
[44] sluggish,best
[44] best,looks
[44] looks,things
[44] things,begun
[44] begun,change
[44] change,over

Top Word Pairs in Tweet in G6:
[17] #fintech,#finserv
[12] #innovation,#fintech
[10] #finserv,orgs
[7] future,#banking
[7] #banking,#cloud
[7] #cloud,#innovation
[7] #fintech,#banks
[7] #banks,#digitalbanking
[7] microsoft,debuting
[7] debuting,industry

Top Word Pairs in Tweet in G7:
[27] #digitalbanking,#finserv
[26] lhoft,tv
[20] first,episode
[20] video,series
[20] know,more
[17] the_lhoft,10
[16] #fintech,#finserv
[15] #banking,#digitalbanking
[14] venture,capital
[14] walk,john

Top Word Pairs in Tweet in G8:
[150] #startup,#innovation
[150] #fintech,#insurtech
[139] #insurtech,#startup
[128] #innovation,#finserv
[77] #finserv,#banking
[74] #banking,#payment
[73] #payment,#lending
[73] #lending,#investment
[73] #investment,#digital
[56] #fintech,#finserv

Top Word Pairs in Tweet in G9:
[20] #fintech,#finserv
[18] #finance,#business
[17] #finserv,#banking
[16] financial,services
[16] jamie,dimon
[15] jp,morgan
[14] cityam,brexit
[13] #banking,#finserv
[12] brexit,jp
[12] morgan,ceo

Top Word Pairs in Tweet in G10:
[12] financial,services
[10] #fintech,#finserv
[6] see,chart
[6] chart,key
[6] key,above
[6] above,cloud
[6] cloud,buy
[6] buy,below
[6] below,sell
[5] buy,system

Top Replied-To
Top Replied-To in Entire Graph:
@rraonleadership
@luckybenefactor
@wellsfargo
@enricomolinari
@sciz
@network_phil
@verinite
@deeplearn007
@helene_wpli
@apabbatiellorra

Top Replied-To in G1:
@rraonleadership
@reginaking
@enricomolinari
@domingonarvaez1
@metoscm
@romulobra

Top Replied-To in G2:
@rraonleadership
@sciz
@deeplearn007
@jaypalter
@apabbatiellorra
@helene_wpli
@jimmarous
@enricomolinari
@shj10001
@glengilmore

Top Replied-To in G3:
@luckybenefactor
@verinite
@girlgone_crypto
@strat_ai
@cryptoworld202

Top Replied-To in G8:
@techstars

Top Replied-To in G9:
@bcostacurta
@bankofamerica

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@mashable
@wef
@jimmarous
@spirosmargaris
@albertogaruccio
@psb_dc
@techinsider
@stratorob
@ralexjimenez

Top Mentioned in G1:
@enricomolinari
@mashable
@wef
@techinsider
@albertogaruccio
@gigadgets_
@jimmarous
@ralexjimenez
@spirosmargaris
@mckinsey

Top Mentioned in G2:
@jimmarous
@spirosmargaris
@psb_dc
@xbond49
@enricomolinari
@albertogaruccio
@sallyeaves
@helene_wpli
@ralexjimenez
@leimer

Top Mentioned in G3:
@lucas_gool
@ai_miami
@strat_ai
@nicolas2pinto
@101blockchains
@giredale
@gersonrolim
@observatore2
@stratorob
@verinite

Top Mentioned in G4:
@stratorob
@psb_dc
@ursbolt
@targetgroupltd
@davidpraisekalu
@mbswebsite
@smartereum
@gontrussia
@80_pepe
@viviane41861305

Top Mentioned in G5:
@antgrasso
@deloitteinsight
@everestgroup
@grausail
@ralexjimenez
@getengati
@vikaasmsachdeva
@aprilrud
@stratorob
@jimmarous

Top Mentioned in G6:
@peter_rakowsky
@biztechmagazine
@microsoft
@mofitzp100
@zdnet
@pymnts
@nicolas2pinto
@fisheyebox
@enricomolinari
@psb_dc

Top Mentioned in G7:
@the_lhoft
@luxfinance
@naszub
@eib
@mackelnicolas
@finacle
@thefintechtimes
@youtube
@ctpinclusion
@plaid

Top Mentioned in G8:
@albertogaruccio
@enricomolinari
@spirosmargaris
@psb_dc
@andi_staub
@jblefevre60
@ralexjimenez
@efipm
@xbond49
@jblef

Top Mentioned in G9:
@cityam
@mckinsey
@fintech_review
@fintech_futures
@techcrunch
@ralexjimenez
@chris_skinner
@financialbrand
@jimmarous
@siftedeu

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@piyuanker12
@chidambara09
@cybersec_feeds
@femtech_
@evankirstel
@iam__network
@xaelbot
@codedailybot

Top Tweeters in G1:
@sectest9
@chidambara09
@cybersec_feeds
@cybersecurityn8
@rvp
@npsusa
@alvinlindsay21
@btzmedina
@fintechna
@calcaware

Top Tweeters in G2:
@piyuanker12
@evankirstel
@aldoceccarelli
@ottlegalrebels
@boxticker
@fantasticradioo
@businessinsider
@reuters
@business
@guardian

Top Tweeters in G3:
@femtech_
@xaelbot
@codedailybot
@codernotesbot
@friday_js_bot
@ml_tweet_bot
@hubofml
@discovertech3
@devvibesbot
@coder_487

Top Tweeters in G4:
@marshawright
@iam__network
@sudeepkhatri
@zimei_no_ri
@kentpg
@burtonbrown
@mjoehlerich
@roseg
@onomsalam2pas
@uamuzik

Top Tweeters in G5:
@gezgintrk
@parvez1
@partageleen
@taizun_tapia
@codervj
@claudiomkd
@jaychance5
@worldtrendsinfo
@gpmt
@financialbrand

Top Tweeters in G6:
@andrewmorrisuk
@zdnet
@timothy_hughes
@fmfrancoise
@magdishalash
@fernandakellner
@jesskry
@nifemioluboyede
@biztechmagazine
@phoneguymark

Top Tweeters in G7:
@gdprai
@charlezenston
@coronabot20
@genemurphy
@inku_lux
@ingeniouschi
@mastercard
@aublogging
@yixuantu1
@marycarey9

Top Tweeters in G8:
@bot_innovation
@milaniolivera
@themrblueprint
@vanalich
@mimproxyble
@cengizuzun15
@linuxdreams
@domingonarvaez1
@cappyanderson
@nigelwalsh

Top Tweeters in G9:
@nytimes
@telegraph
@mrtallerjerry
@wsj
@kingston_v
@ft
@techcrunch
@cityam
@ga_richardson
@markinnorthwest

Top Tweeters in G10:
@s_galimberti
@victorgaxiola
@mikemadura
@andresvarela
@sessermuc
@johnellert
@magdaborowik
@kpmg
@samrahkazmi
@beyondthearc


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