#FinServ, Twitter, 6/30/2019 1:49:00 PM, 201451


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#FinServ_2019-06-30_03-33-13.xlsx
#FinServ_2019-06-30_03-33-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 30, 2019
Short Description:
#FinServ via NodeXL http://bit.ly/2YjC9ye
@jimmarous
@ralexjimenez
@sbmeunier
@interfima
@santchiweb
@mikequindazzi
@antgrasso
@maxjcm
@fintechna
@the_lhoft

Top hashtags:
#finserv
#fintech
#banking
#ai
#blockchain
#banks
#insurtech
#cryptocurrency
#regtech
#vc

Description:
Description
The graph represents a network of 2,275 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, 30 June 2019 at 10:34 UTC.

The requested start date was Sunday, 30 June 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 10-day, 19-hour, 45-minute period from Monday, 17 June 2019 at 15:05 UTC to Friday, 28 June 2019 at 10:50 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 : 2275
Unique Edges : 4018
Edges With Duplicates : 4580
Total Edges : 8598
Number of Edge Types : 3
Mentions : 7351
Tweet : 1232
Replies to : 15
Self-Loops : 1232
Reciprocated Vertex Pair Ratio : 0.0350723366944323
Reciprocated Edge Ratio : 0.0677678949597628
Connected Components : 176
Single-Vertex Connected Components : 89
Maximum Vertices in a Connected Component : 1866
Maximum Edges in a Connected Component : 8032
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.838874
Graph Density : 0.00091275479138276
Modularity : 0.388328
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[69] https://thefinancialbrand.com/84803/banking-digital-transformation-marcus-consumer-trends/?smedia-twt-jm
[36] https://www.everestgrp.com/2018-12-artificial-intelligence-use-cases-across-industries-market-insights-48045.html/
[34] https://www.planetcompliance.com/2019/01/08/regtech-top-100-power-list-influential-regtech-firms/
[29] https://thefinancialbrand.com/84747/why-retail-bankers-should-care-about-facebooks-libra-cryptocurrency/?smedia-twt-jm
[27] https://www.planetcompliance.com/2019/01/23/innovation-hubs-v-regulatory-sandboxes-and-the-future-of-innovation-facilitators/
[26] https://www.pwc.com/gx/en/financial-services/pdf/pwc-productivity-agenda.pdf
[26] https://thefinanser.com/2019/06/are-legacy-companies-holding-back-the-future.html/
[23] https://www.digitalbankingreport.com/trends/2019-financial-marketing-trends/?smedia-twt-jm
[20] https://thefinancialbrand.com/71955/marcus-goldman-sachs-fintech-platform-banking-lending-strategy/?smedia-twt-jm
[19] https://www.forbes.com/sites/ronshevlin/2019/06/17/keys-to-monzo-success-in-us/#3434e462c188

Top URLs in Tweet in G1:
[62] https://thefinancialbrand.com/84803/banking-digital-transformation-marcus-consumer-trends/?smedia-twt-jm
[34] https://www.planetcompliance.com/2019/01/08/regtech-top-100-power-list-influential-regtech-firms/
[27] https://www.planetcompliance.com/2019/01/23/innovation-hubs-v-regulatory-sandboxes-and-the-future-of-innovation-facilitators/
[25] https://thefinancialbrand.com/84747/why-retail-bankers-should-care-about-facebooks-libra-cryptocurrency/?smedia-twt-jm
[24] https://thefinanser.com/2019/06/are-legacy-companies-holding-back-the-future.html/
[20] https://www.digitalbankingreport.com/trends/2019-financial-marketing-trends/?smedia-twt-jm
[17] https://thefinancialbrand.com/71955/marcus-goldman-sachs-fintech-platform-banking-lending-strategy/?smedia-twt-jm
[16] https://www.forbes.com/sites/ronshevlin/2019/06/17/keys-to-monzo-success-in-us/#3434e462c188
[15] https://www.youtube.com/watch?v=hngrhvLhEqo&feature=youtu.be

[12] https://thefinancialbrand.com/84747/why-retail-bankers-should-care-about-facebooks-libra-cryptocurrency/

Top URLs in Tweet in G2:
[19] https://www.pwc.com/gx/en/financial-services/pdf/pwc-productivity-agenda.pdf
[14] https://su.org/resources/exponential-guides/the-exponential-guide-to-artificial-intelligence/
[9] https://www.bcg.com/publications/2019/interactive-value-creators-rankings.aspx?linkId=69454965&redir=true
[7] https://www.statista.com/chart/18396/average-number-of-parcels-received-per-person/
[7] https://www.statista.com/chart/18497/countries-with-the-highest-share-of-adults-without-a-bank-account-in-2017/
[5] https://s3.amazonaws.com/files.appannie.com/reports/1801_Report_2017_Retrospective_EN.pdf
[4] https://www.cnbc.com/2019/06/17/this-bank-is-ditching-fees-amid-the-rise-of-cheap-fintech-accounts.html
[4] https://www.digitalnewsasia.com/digital-economy/fintechs-address-broken-banking-model
[4] https://thenextweb.com/syndication/2019/06/23/alibaba-is-nudging-users-to-be-more-ethical-with-its-in-app-minigames/
[4] https://www.statista.com/study/46031/insurtech/?utm_content=buffer5908f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[31] https://www.everestgrp.com/2018-12-artificial-intelligence-use-cases-across-industries-market-insights-48045.html/
[17] http://www.technomagazine.net/
[15] https://www.accenture.com/t20171115T111110Z__w__/us-en/_acnmedia/PDF-66/Accenture-Banking-Break-Free-ASP-Model.pdf?utm_content=buffera9aad&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.epiphany.eu/epiphany-events/?utm_source=web&utm_medium=twitter&utm_campaign=ebaday
[5] https://www.aravo.com/white_papers/cybersecurity-regulatory-radar-five-top-trends-in-cybersecurity-regulation/?utm_content=94708214&utm_medium=social&utm_source=twitter&hss_channel=tw-31273094
[5] https://www.rollcall.com/news/fintech-beat-podcast-the-wallet
[5] https://www.ft.com/content/4547ba76-08e2-11e7-ac5a-903b21361b43
[4] https://thefinancialbrand.com/84803/banking-digital-transformation-marcus-consumer-trends/?smedia-twt-jm
[4] https://www.pwc.com/us/en/financial-services/research-institute/assets/pwc-fsi-top-issues-2018.pdf?utm_content=buffer06482&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200789

Top URLs in Tweet in G4:
[10] https://www.strategyand.pwc.com/uk/fs-repricing-risk/insurance-ripe-for-disruption?7
[9] https://www.pwc.co.uk/industries/financial-services/disruption-advantage-currency-collision.html?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND7-TTA9-CN_FSDisruptionTransformation-StatFunBA1
[9] https://www.youtube.com/watch?v=6diCEn67OUw&feature=youtu.be

[4] https://www.strategyand.pwc.com/uk/fs-repricing-risk/insurance-ripe-for-disruption?3
[4] https://www.pwc.co.uk/industries/financial-services/insights/digital-voice-assistants-how-to-get-up-to-speed.html?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND7-TTA9-CN_FSDisruptionTransformation-ReInVA
[4] https://www.entrepreneur.com/article/335208?platform=hootsuite
[4] https://www.youtube.com/playlist?list=PLN5UoEBCJUG6oVTgfzNrfO5m6fsqTuoi5

[4] https://tech40.ft.com/articles/insurance-opportunity-profit-digitalisation/?strand_filter=transformative-tech?utm_source=PwC&utm_medium=social&utm_content=risksarticle?7
[3] https://www.pwc.com/gx/en/financial-services/pdf/pwc-productivity-agenda.pdf
[3] http://www.richmedia.com

Top URLs in Tweet in G5:
[8] https://www.sc.com/en/navigate-the-future/blockchain-mass-adoption/
[8] https://www.ft.com/content/4547ba76-08e2-11e7-ac5a-903b21361b43
[4] https://www.pwc.com/gx/en/forensics/global-economic-crime-and-fraud-survey-2018.pdf
[3] https://thefinancialbrand.com/77869/innovation-trends-banking-ai-api-personalization-payments/
[3] https://thefinancialbrand.com/67039/ai-hierarchy-of-data-needs/?smedia-twt-jm
[3] https://usblogs.pwc.com/emerging-technology/a-primer-on-blockchain-infographic/
[2] https://www.cbinsights.com/research/report/fintech-trends-2019/
[2] https://www.digitalbankingreport.com/?utm_content=buffer47d12&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.youtube.com/watch?v=K_wHHPymGWg

[2] https://www.citivelocity.com/citigps/bank-x-new-new-banks/

Top URLs in Tweet in G6:
[6] https://www.youtube.com/watch?reload=9&v=hs3RXtZfeWM
[5] https://www.slideshare.net/PersoneticsTechnologies/how-can-banks-survive-and-thrive-in-a-world-of-automated-finance-152019242
[5] https://fintech.global/investor-appetite-for-larger-deals-pushed-insurtech-investment-above-1-5bn-last-quarter/
[3] https://personetics.com/banks-use-ai-help-customers-improve-financial-lives/?utm_source=social&utm_medium=twitter&utm_content=sdfvideo
[3] https://gomedici.com/may-2019-fintech-funding-payments-lending-startups-top-charts/
[2] https://personetics.com/del-driving-finance-get-on-board-or-get-left-behind/?utm_source=blog&utm_medium=linkedin&utm_content=onboard
[2] https://www.usbank.com/splash/digital-banking/new-mobile-app/
[2] https://www.slideshare.net/PersoneticsTechnologies/how-can-banks-survive-and-thrive-in-a-world-of-automated-finance-151794636
[2] https://www.lhoft.com/en/meet-the-fintech-community/innsomnia-tech-summit-19-talent-route-meeting-iii
[2] http://fortune.com/2019/06/21/citi-ceo-michael-corbat/

Top URLs in Tweet in G7:
[2] https://www.businessinsider.com/libra-facebook-announces-digital-currency-blockchain-2019-6?r=US&IR=T
[2] https://www.whistleblowersblog.org/2019/06/articles/dodd-frank-whistleblowers/money-laundering-fraud/?utm_sq=g46hdggh8o
[2] https://www.3blmedia.com/node/253076
[2] https://www.entrepreneur.com/article/335208?platform=hootsuite
[2] https://www.forbes.com/sites/ronshevlin/2019/06/17/keys-to-monzo-success-in-us/#25292acac188
[2] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/4XWUWX
[2] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/PQT6qu
[1] https://money-id.com/?utm_content=94263295&utm_medium=social&utm_source=twitter&hss_channel=tw-1127951299301998593
[1] https://money-id.com/?utm_content=94263294&utm_medium=social&utm_source=twitter&hss_channel=tw-840689350010634243
[1] https://www.cloudera.com/about/customers/bcp.html

Top URLs in Tweet in G8:
[5] https://nextbillion.net/beyond-credit-in-digital-financial-inclusion?utm_sq=g495pij6pk&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillion&utm_content=NBDailyPostTweets
[4] https://geezeo.com/nation/one-one-geezeo-doug-whiteman
[3] https://fundafi.com/
[3] https://finance.yahoo.com/news/fintech-i
[3] https://finance.yahoo.com/news/fintech-improves-access-capital-small-145800467.html?soc_src=community&soc_trk=tw
[2] https://thefinancialbrand.com/75836/bank-credit-union-innovation-technology-fintech-strategy/
[2] https://thefinancialbrand.com/79887/digital-banking-transformation-trends-disruption/
[2] https://www.cujournal.com/news/want-to-compete-with-the-big-banks-its-biometrics-or-bust?brief=00000158-73f9-d502-a5fd-7bfbd3d10000
[2] https://www.citivelocity.com/citigps/bank-x-new-new-banks/
[1] https://nextbillion.net/news/how-amazon-and-google-are-helping-western-union-fight-the-multibillion-dollar-fintech-threat/?utm_sq=g4g1x2dpg0&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillionFH&utm_content=NBNewsEventsJobs

Top URLs in Tweet in G9:
[6] https://www.targetgroup.com/whitepaper/generation-z-fuelling-disruption-in-financial-services
[3] https://www.targetgroup.com/whitepapers
[2] https://www.targetgroup.com/whitepaper/will-chatbots-revolutionise-customer-experience-in-financial-services-2
[2] https://www.information-age.com/chatbots-customer-engagement-retention-experience-123478819/
[1] https://www.accenture.com/us-en/insights/banking/does-digital-banking-leadership-matter
[1] https://www.thehindubusinessline.com/money-and-banking/why-customer-data-mining-is-serious-business-for-banks/article28102792.ece
[1] https://www.bloomberg.com/news/articles/2019-06-19/african-behemoth-of-200-million-people-awakens-to-retail-banking
[1] https://www.mckinsey.com/industries/financial-services/our-insights/blockchain-and-retail-banking-making-the-connection?cid=soc-app
[1] https://www.nucleussoftware.com/news/press-release/nucleus-software-s-latest-version-of-finnone-neo-to-help-lenders-accelerate-their-path-to-digital-revenues-2019-06-25?utm_source=linkedin&utm_medium=social&utm_content=press_release&utm_campaign=lending?utm_source=twitter&utm_medium=social&utm_content=press_release&utm_campaign=lending
[1] https://twitter.com/nucleussoftware/status/1143396060041101312

Top URLs in Tweet in G10:
[6] https://www.iris.xyz/advisor/11-most-read-iris-articles-of-the-week-25
[5] https://www.iris.xyz/perspective/editors-choice-why-these-articles-were-great-55
[2] https://www.businessinsider.com/libra-facebook-announces-digital-currency-blockchain-2019-6?r=US&IR=T
[2] https://www.businessinsider.com/tech-companies-in-financial-services?utm_content=bufferad653&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.forbes.com/sites/margueritacheng/2019/02/19/the-future-of-wealthtech/?utm_content=buffer6b976&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#db20f0e35e62
[2] https://www.iris.xyz/advisor/editors-choice-why-these-articles-were-great-54
[1] https://www.businessinsider.com/the-ai-in-banking-report-2019-6?IR=T
[1] https://wmtoday.com/2019/04/19/envestnet-is-transforming-into-the-alibaba-of-wealth-management/?utm_content=buffer81fcd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://trib.al/wgUAviO
[1] https://www.linkedin.com/pulse/six-requests-men-financial-services-sonya-dreizler

Top Domains
Top Domains in Tweet in Entire Graph:
[233] thefinancialbrand.com
[105] forbes.com
[96] finextra.com
[92] aravo.com
[80] twitter.com
[77] youtube.com
[76] pwc.com
[62] planetcompliance.com
[46] co.uk
[44] everestgrp.com

Top Domains in Tweet in G1:
[172] thefinancialbrand.com
[63] finextra.com
[61] planetcompliance.com
[59] forbes.com
[35] thefinanser.com
[28] twitter.com
[26] digitalbankingreport.com
[25] youtube.com
[21] techcrunch.com
[21] fortune.com

Top Domains in Tweet in G2:
[26] pwc.com
[24] forbes.com
[18] statista.com
[14] su.org
[9] bcg.com
[8] cnbc.com
[7] finextra.com
[7] qz.com
[6] thefinancialbrand.com
[6] ft.com

Top Domains in Tweet in G3:
[38] everestgrp.com
[21] technomagazine.net
[18] aravo.com
[15] accenture.com
[13] thefinancialbrand.com
[11] pwc.com
[10] epiphany.eu
[9] twitter.com
[6] finextra.com
[6] ft.com

Top Domains in Tweet in G4:
[22] pwc.com
[18] youtube.com
[15] co.uk
[7] twitter.com
[7] ft.com
[7] lnkd.in
[6] richmedia.com
[5] smh.re
[4] finextra.com
[4] entrepreneur.com

Top Domains in Tweet in G5:
[9] thefinancialbrand.com
[8] sc.com
[8] ft.com
[7] pwc.com
[6] twitter.com
[2] cbinsights.com
[2] digitalbankingreport.com
[2] linkedin.com
[2] youtube.com
[2] citivelocity.com

Top Domains in Tweet in G6:
[12] personetics.com
[9] youtube.com
[7] slideshare.net
[6] lhoft.com
[5] thefinancialbrand.com
[5] fintech.global
[4] twitter.com
[3] gomedici.com
[3] fortune.com
[3] paperjam.lu

Top Domains in Tweet in G7:
[17] lnkd.in
[10] thefinancialbrand.com
[6] kurtosys.com
[5] argodata.com
[4] twitter.com
[4] po.st
[3] forbes.com
[3] investmentwriting.com
[3] apple.news
[3] entrepreneur.com

Top Domains in Tweet in G8:
[37] nextbillion.net
[9] geezeo.com
[7] thefinancialbrand.com
[6] yahoo.com
[4] bankingtech.com
[3] twitter.com
[3] fundafi.com
[2] finextra.com
[2] cujournal.com
[2] citivelocity.com

Top Domains in Tweet in G9:
[17] targetgroup.com
[3] appian.com
[2] twitter.com
[2] thefinancialbrand.com
[2] youtube.com
[2] information-age.com
[2] co.uk
[1] accenture.com
[1] thehindubusinessline.com
[1] bloomberg.com

Top Domains in Tweet in G10:
[14] iris.xyz
[5] businessinsider.com
[2] forbes.com
[1] wmtoday.com
[1] trib.al
[1] linkedin.com
[1] mailchi.mp
[1] fortune.com
[1] absoluteengagement.com
[1] computerworld.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3432] finserv
[2965] fintech
[1660] banking
[758] ai
[565] blockchain
[454] banks
[432] insurtech
[418] cryptocurrency
[394] regtech
[393] vc



Top Hashtags in Tweet in G1:
[1438] fintech
[1422] finserv
[1048] banking
[330] vc
[320] blockchain
[300] cryptocurrency
[252] banks
[237] finance
[231] regtech
[150] insurtech

Top Hashtags in Tweet in G2:
[490] fintech
[375] finserv
[292] ai
[178] insurtech
[168] banking
[142] bigdata
[142] machinelearning
[119] cx
[114] tech
[97] ml

Top Hashtags in Tweet in G3:
[272] finserv
[244] fintech
[116] ai
[93] digitaltransformation
[87] banking
[84] innovation
[72] regtech
[54] blockchain
[47] cybersecurity
[45] cryptocurrency

Top Hashtags in Tweet in G4:
[246] finserv
[135] fintech
[54] disruption
[49] ai
[47] banking
[33] tech
[30] insurance
[30] insurtech
[29] disruptionadvantage
[28] bigdata

Top Hashtags in Tweet in G5:
[99] fintech
[64] finserv
[49] ai
[48] blockchain
[44] infographics
[41] banking
[32] artificialintelligence
[20] finance
[18] insurtech
[18] iot

Top Hashtags in Tweet in G6:
[115] fintech
[88] finserv
[44] ai
[42] banking
[36] lhoft
[23] selfdrivingfinance
[23] cx
[20] blockchain
[17] regtech
[16] insurtech

Top Hashtags in Tweet in G7:
[137] finserv
[36] fintech
[19] banking
[16] bank
[14] ai
[9] blockchain
[9] payments
[7] finance
[6] banks
[6] cx

Top Hashtags in Tweet in G8:
[84] finserv
[68] fintech
[21] financialinclusion
[17] digitalbanking
[16] banking
[11] startups
[11] emergingmarkets
[10] blockchain
[9] digitaltransformation
[8] accelerators

Top Hashtags in Tweet in G9:
[84] finserv
[21] financialservices
[19] banking
[19] rpa
[14] banks
[13] fintech
[12] digital
[9] lending
[9] technology
[8] cx

Top Hashtags in Tweet in G10:
[35] finserv
[21] banking
[19] banks
[16] artificialintelligence
[14] fintech
[14] advisors
[13] rias
[6] blockchain
[6] wealthtech
[5] ai

Top Words
Top Words in Tweet in Entire Graph:
[3663] Words in Sentiment List#1: Positive
[1330] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[103073] Non-categorized Words
[108066] Total Words
[3430] #finserv
[2965] #fintech
[1903] gt
[1657] #banking
[755] #ai

Top Words in Tweet in G1:
[1438] #fintech
[1422] #finserv
[1047] #banking
[452] jimmarous
[330] #vc
[317] #blockchain
[302] #cryptocurrency
[289] maxjcm
[276] t
[244] #banks

Top Words in Tweet in G2:
[772] gt
[490] #fintech
[375] #finserv
[292] #ai
[209] mikequindazzi
[178] #insurtech
[166] #banking
[142] #bigdata
[142] #machinelearning
[119] #tech

Top Words in Tweet in G3:
[477] gt
[272] #finserv
[244] #fintech
[222] antgrasso
[128] ume_kyd
[116] #ai
[115] mikequindazzi
[93] #digitaltransformation
[87] #banking
[84] #innovation

Top Words in Tweet in G4:
[285] gt
[246] #finserv
[135] #fintech
[92] mikequindazzi
[77] wef
[54] #disruption
[53] more
[49] #ai
[47] s
[47] #banking

Top Words in Tweet in G5:
[99] #fintech
[64] #finserv
[58] ronald_vanloon
[57] gt
[49] #ai
[48] #blockchain
[44] #infographics
[41] #banking
[34] mikequindazzi
[33] #iot

Top Words in Tweet in G6:
[115] #fintech
[111] the_lhoft
[88] #finserv
[44] #ai
[42] #banking
[36] #lhoft
[30] s
[29] ecosystem
[29] luxembourg
[29] les

Top Words in Tweet in G7:
[137] #finserv
[64] gt
[36] #fintech
[19] #banking
[19] s
[16] industry
[16] #bank
[14] financial
[14] #ai
[12] more

Top Words in Tweet in G8:
[84] #finserv
[68] #fintech
[21] #financialinclusion
[21] bfaglobal
[20] cf_bfa
[20] banking
[18] nextbillion
[17] #digitalbanking
[16] news
[16] #banking

Top Words in Tweet in G9:
[84] #finserv
[37] appian
[22] new
[22] report
[21] #financialservices
[20] according
[19] #banking
[19] gartner_inc
[19] recent
[19] opportunities

Top Words in Tweet in G10:
[35] #finserv
[21] #banking
[17] immbm
[16] #artificialintelligence
[15] very
[15] ripe
[15] change
[15] presents
[15] near
[15] 450

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1204] gt,gt
[956] #fintech,#finserv
[501] #banking,#fintech
[462] #banking,#finserv
[446] #fintech,#banking
[371] #vc,#fintech
[306] #finserv,#banking
[282] #finserv,#cryptocurrency
[251] #cryptocurrency,#finance
[211] #finance,#banks

Top Word Pairs in Tweet in G1:
[528] #fintech,#finserv
[380] #banking,#fintech
[358] #banking,#finserv
[356] #fintech,#banking
[327] #vc,#fintech
[249] #finserv,#cryptocurrency
[225] #cryptocurrency,#finance
[202] #finserv,#banking
[192] #finance,#banks
[155] #finserv,https

Top Word Pairs in Tweet in G2:
[510] gt,gt
[135] #fintech,#finserv
[83] #tech,#fintech
[79] #finserv,#ai
[78] mikequindazzi,gt
[74] #machinelearning,#ml
[74] #ai,#insurtech
[73] #insurtech,#machinelearning
[68] #ml,#insurance
[66] #insurance,#cx

Top Word Pairs in Tweet in G3:
[269] gt,gt
[52] link,gt
[50] mikequindazzi,gt
[45] #fintech,#finserv
[43] financial,services
[40] #banking,#finserv
[40] award,#regtech
[35] artificial,intelligence
[34] #fintech,#banking
[33] gt,everestgroup

Top Word Pairs in Tweet in G4:
[188] gt,gt
[43] find,out
[39] mikequindazzi,gt
[31] #disruption,#finserv
[28] gt,#fintech
[26] transforming,world
[26] world,#finserv
[26] gt,wef
[26] wef,mikequindazzi
[25] wef,ft

Top Word Pairs in Tweet in G5:
[38] gt,gt
[20] #iot,#internetofthings
[18] read,more
[17] #fintech,glossary
[17] glossary,#infographics
[17] #infographics,marketdataapis
[17] marketdataapis,#api
[17] #api,#cloud
[17] #cloud,#cryptocurrency
[17] #cryptocurrency,#iot

Top Word Pairs in Tweet in G6:
[51] #fintech,#finserv
[21] #finserv,#banking
[15] talent,route
[13] #cx,#fintech
[13] #lhoft,ceo
[13] ceo,naszub
[12] gt,gt
[11] #lhoft,member
[11] member,tokenysolutions
[11] #banking,#fintech

Top Word Pairs in Tweet in G7:
[42] gt,gt
[16] #bank,#finserv
[11] #fintech,#finserv
[7] mikequindazzi,gt
[6] #finserv,#fintech
[6] financial,services
[6] even,bother
[6] bother,saving
[6] saving,already
[6] already,know

Top Word Pairs in Tweet in G8:
[31] #fintech,#finserv
[12] 3,years
[11] #finserv,#digitalbanking
[8] 1,7
[8] catalyst,fund
[7] #finserv,#financialinclusion
[7] banking,industry
[6] #communitybanks,#creditunions
[5] #accelerators,help
[5] bfaglobal,report

Top Word Pairs in Tweet in G9:
[18] according,recent
[18] recent,gartner_inc
[18] gartner_inc,report
[18] report,opportunities
[18] opportunities,#finserv
[18] #finserv,look
[18] look,beyond
[18] beyond,traditional
[18] traditional,uses
[18] uses,#rpa

Top Word Pairs in Tweet in G10:
[15] #banking,very
[15] very,ripe
[15] ripe,change
[15] change,#artificialintelligence
[15] #artificialintelligence,presents
[15] presents,near
[15] near,450
[15] 450,billion
[15] billion,opportunity
[15] opportunity,#banks'

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jimmarous
@mikequindazzi
@maxjcm
@sbmeunier
@antgrasso
@ralexjimenez
@the_lhoft
@fgraillot
@ume_kyd
@ronald_vanloon

Top Mentioned in G1:
@jimmarous
@maxjcm
@sbmeunier
@mikequindazzi
@ralexjimenez
@fgraillot
@topcybernews
@socialfave
@d_zimnoch
@rshevlin

Top Mentioned in G2:
@mikequindazzi
@bristowcolin
@statistacharts
@appannie
@gersonrolim
@ravikikan
@jimmarous
@nafisalam
@noikeanolife
@vecto_mobile

Top Mentioned in G3:
@antgrasso
@ume_kyd
@mikequindazzi
@everestgroup
@jimmarous
@maxjcm
@epiphany_srl
@sbmeunier
@jblefevre60
@spadaforapa

Top Mentioned in G4:
@wef
@mikequindazzi
@pwc_uk
@ft
@strategyand
@ckszymanowska
@maxjcm
@shaziaazim2
@jimmarous
@sbmeunier

Top Mentioned in G5:
@ronald_vanloon
@mikequindazzi
@pwc
@jimmarous
@marketdataapis
@sbmeunier
@lago72
@financialbrand
@antgrasso
@stanchart

Top Mentioned in G6:
@the_lhoft
@personetics
@jimmarous
@naszub
@tokenysolutions
@inn_somnia
@vnx_io
@luxfinance
@sbmeunier
@huntington_bank

Top Mentioned in G7:
@queen__sophie

Top Mentioned in G8:
@bfaglobal
@cf_bfa
@nextbillion
@geezeo
@fintech_futures
@carrarom
@libra_
@facebook
@yahoofinance
@ledaglyptis

Top Mentioned in G9:
@appian
@gartner_inc
@jet_tag
@todd_marthaler
@nucleussoftware
@targetgroupltd
@dnb_india
@nitingarg_ng
@nttdataservices
@nhinsight

Top Mentioned in G10:
@immbm
@responsiveai
@jimmarous
@helene_wpli
@jeff_marsden
@sonyadreizler
@diamondconsults
@mckinsey
@mikequindazzi
@jaypalter

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@resilient_ent
@nosqldigest
@airtel_ke
@evankirstel
@gamergeeknews
@safaricomplc
@chidambara09
@ottlegalrebels
@eraser

Top Tweeters in G1:
@fintechna
@infopronetwork
@simonlporter
@standardnews
@rwang0
@saukel
@tichitsinde
@zdnet
@techcrunch
@theeconomist

Top Tweeters in G2:
@nosqldigest
@chidambara09
@andysugs
@nicochan33
@entwistletx
@machinelearn_d
@latimes
@fortunemagazine
@adamsconsulting
@hanneshanath

Top Tweeters in G3:
@ottlegalrebels
@calcaware
@akwyz
@santchiweb
@drferdowsi
@semrise
@lexhoogduin
@jblefevre60
@dolocaldigital
@kirkdborne

Top Tweeters in G4:
@kotaknaren
@ft
@lambdamedia
@wef
@wolfgin
@marciasgreen
@alfredsunil
@ana_captures
@publiceyesuk
@alianagraya99

Top Tweeters in G5:
@evankirstel
@gamergeeknews
@warrenwhitlock
@vice
@niyant10
@mvargasgarro
@dinisguarda
@dez_blanchfield
@s_galimberti
@arstechnica

Top Tweeters in G6:
@resilient_ent
@asknationwide
@jeandoobs
@wil_bielert
@matwg
@technojeder
@mvollmer1
@wiomax_pa
@drjdrooghaag
@greentechdon

Top Tweeters in G7:
@3blmedia
@ittechbuz
@vizworld
@babushka99
@mandarkagade
@don_beckett
@susanweiner
@cptbookings
@analyticsfrance
@danielcfng

Top Tweeters in G8:
@airtel_ke
@safaricomplc
@cnbc
@yahoofinance
@parvez1
@pymnts
@systemicsarcasm
@clagett
@metlife
@branddonator

Top Tweeters in G9:
@financialtimes
@andrewmorrisuk
@biznessreporter
@rightmove
@f_reporter
@shan10_g
@informationage
@nhinsight
@gartner_inc
@hcltech

Top Tweeters in G10:
@eraser
@businessinsider
@sandroandrine
@realcoreyengel
@mikelegemah
@tonyvidler
@iris_xyz
@computerworld
@ahier
@adamsmets1


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