#FinServ, Twitter, 11/14/2019 9:01:34 PM, 216476


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#FinServ_2019-11-14_11-31-13.xlsx
#FinServ_2019-11-14_11-31-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2019
Short Description:
#FinServ via NodeXL http://bit.ly/2Xcj9lC
@enricomolinari
@mikequindazzi
@sbmeunier
@antgrasso
@jimmarous
@chidambara09
@gagnelegal
@santchiweb
@interfima
@ralexjimenez

Top hashtags:
#finserv
#fintech
#ai
#banking
#blockchain
#iot
#cryptocurrency
#digital
#pwc
#vc

Description:
Description
The graph represents a network of 2,353 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 Thursday, 14 November 2019 at 19:32 UTC.

The requested start date was Monday, 11 November 2019 at 01:01 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 5-day, 13-hour, 33-minute period from Tuesday, 05 November 2019 at 11:26 UTC to Monday, 11 November 2019 at 01:00 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 : 2353
Unique Edges : 4870
Edges With Duplicates : 4910
Total Edges : 9780
Number of Edge Types : 3
Mentions : 8992
Tweet : 729
Replies to : 59
Self-Loops : 729
Reciprocated Vertex Pair Ratio : 0.0351093860268172
Reciprocated Edge Ratio : 0.0678370547128004
Connected Components : 141
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 2064
Maximum Edges in a Connected Component : 9434
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.24326
Graph Density : 0.00106012443226334
Modularity : 0.400237
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,353 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 Thursday, 14 November 2019 at 19:32 UTC.

The requested start date was Monday, 11 November 2019 at 01:01 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 5-day, 13-hour, 33-minute period from Tuesday, 05 November 2019 at 11:26 UTC to Monday, 11 November 2019 at 01:00 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[114] https://www.linkedin.com/pulse/bit-bitcoin-blockchain-too-mike-quindazzi/?utm_content=buffer1cbaf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[63] https://www.mckinsey.com/industries/financial-services/our-insights/synergy-and-disruption-ten-trends-shaping-fintech
[35] http://www.planetcompliance.com/2017/06/23/planet-compliance-top-50-regtech-influencers/
[32] -
[27] https://www.refinitiv.com/perspectives/future-of-investing-trading/overcoming-the-barriers-to-cloud-adoption/?utm_source=Twitter&utm_medium=OrganicSocial&utm_content=108662
[25] http://www.planetcompliance.com/2017/03/21/regtech-top-100-power-list-influential-regtech-firms/
[23] https://essentials.news/en/future-of-money/article?url=https://www.entrepreneur.com/article/341864
[21] https://twinybots.ch/
[19] https://www.pwc.com/us/en/advisory-services/publications/consumer-intelligence-series/pwc-voice-assistants.pdf
[18] https://thefinancialbrand.com/88158/fintech-digital-banking-payments-paypal-stripe-trends/?smedia-twt-jm

Top URLs in Tweet in G1:
[5] https://builtin.com/artificial-intelligence/ai-in-banking
[3] https://buff.ly/36xmQ9z
[3] https://www.linkedin.com/pulse/bit-bitcoin-blockchain-too-mike-quindazzi/?utm_content=buffer1cbaf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.youtube.com/watch?reload=9&v=hs3RXtZfeWM
[2] http://bit.ly/2BnizaA
[1] https://www.finextra.com/newsarticle/34723/will-trust-woes-undermine-open-banking-under-psd2
[1] https://essentials.news/en/future-of-money/article?url=https://www.entrepreneur.com/article/341864
[1] https://twitter.com/i/web/status/1193458775924953088
[1] https://twitter.com/i/web/status/1193218190656098305
[1] https://twitter.com/i/web/status/1193649532824932354

Top URLs in Tweet in G2:
[35] http://www.planetcompliance.com/2017/06/23/planet-compliance-top-50-regtech-influencers/
[25] http://www.planetcompliance.com/2017/03/21/regtech-top-100-power-list-influential-regtech-firms/
[19] https://essentials.news/en/future-of-money/article?url=https://www.entrepreneur.com/article/341864
[17] https://www.emarketer.com/content/china-mobile-payment-users-2019
[13] https://thefinancialbrand.com/88158/fintech-digital-banking-payments-paypal-stripe-trends/?smedia-twt-jm
[12] https://www.planetcompliance.com/2019/01/08/regtech-top-100-power-list-influential-regtech-firms/
[11] https://twinybots.ch/
[9] https://thefinancialbrand.com/89977/open-banking-fintech-customer-experience-trends/?smedia-twt-jm
[9] https://thefinancialbrand.com/77228/technology-trends-disrupting-financial-services-banking-future/2/?smedia-twt-jm
[9] https://www.linkedin.com/pulse/bit-bitcoin-blockchain-too-mike-quindazzi/?utm_content=buffer1cbaf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[98] https://www.linkedin.com/pulse/bit-bitcoin-blockchain-too-mike-quindazzi/?utm_content=buffer1cbaf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[60] https://www.mckinsey.com/industries/financial-services/our-insights/synergy-and-disruption-ten-trends-shaping-fintech
[10] https://www.statista.com/chart/19868/share-of-cash-payments-in-different-countries/
[8] https://www.everestgrp.com/2018-12-artificial-intelligence-use-cases-across-industries-market-insights-48045.html/
[7] https://www.atkearney.com/financial-services/article?/a/cashing-in-on-cashless-commerce
[7] https://www.sc.com/en/navigate-the-future/blockchain-mass-adoption/
[6] https://www.pwc.com/sg/en/services/consulting/intelligent-automation.html
[5] http://explore.pwc.com/blockchain/Blockchain-is-here
[5] https://www.pwccn.com/en/research-and-insights/publications/global-blockchain-survey-2018/global-blockchain-survey-2018-report.pdf
[5] https://www.pwc.com/us/en/advisory-services/publications/consumer-intelligence-series/pwc-voice-assistants.pdf

Top URLs in Tweet in G4:
[8] https://www.datanami.com/2019/11/01/start-with-the-end-in-mind-what-banks-should-consider-when-adopting-analytics/
[4] https://www.pwc.com/it/it/industries/banking-capital-markets/OpenBanking/doc/Open-banking.pdf
[4] http://explore.pwc.com/blockchain/Blockchain-is-here
[4] https://www.pwc.com/sg/en/services/consulting/intelligent-automation.html
[4] https://www.pwccn.com/en/research-and-insights/publications/global-blockchain-survey-2018/global-blockchain-survey-2018-report.pdf
[3] https://www.linkedin.com/pulse/bit-bitcoin-blockchain-too-mike-quindazzi/?utm_content=buffer1cbaf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.spoto.info/blogs/my-ccie-sp-written-and-lab-pass-experience?id=dw
[2] https://www.spoto.info/blogs/why-do-i-need-1-ccnp-certification-before-feb-24-2020-?id=dw
[2] https://techcrunch.com/2019/11/04/venture-capitalists-like-and-subscribe-to-influencers/
[2] https://www.pwc.com/us/en/advisory-services/publications/consumer-intelligence-series/pwc-voice-assistants.pdf

Top URLs in Tweet in G5:
[4] https://www.pwc.co.uk/industries/financial-services/disruption-advantage-currency-collision/insurance-auto-enrolment.html?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND7-TTA9_FSDisruptionTransformation-autoenrolment
[2] https://twinybots.ch/
[2] https://www.paymentsjournal.com/jp-morgan-to-rely-on-fintechs-to-accelerate-b2b-innovation/
[2] https://www.corporatecomplianceinsights.com/regulatory-roundup-10-recent-finra-and-sec-violations-and-penalties/
[2] https://info.microsoft.com/ww-landing-Putting-Blockchain-into-Action-eBook.html?lcid=en-us
[2] https://www.forbes.com/sites/alexlazarow/2019/11/04/my-five-learnings-from-this-years-money2020-what-are-yours/
[1] https://judi.ai/
[1] https://lnkd.in/ey8SQYq
[1] https://scispeak.com/cyber-security-terms/
[1] https://www2.deloitte.com/us/en/pages/financial-services/articles/payments-trends-2020-infocus.html

Top URLs in Tweet in G6:
[12] https://101blockchains.com/do-you-need-a-blockchain/
[9] https://www.pwc.com/us/en/advisory-services/publications/consumer-intelligence-series/pwc-voice-assistants.pdf
[1] https://twitter.com/i/web/status/1193580725171302406
[1] https://www.forbes.com/sites/bernardmarr/2019/11/08/the-7-biggest-technology-trends-to-disrupt-banking--financial-services-in-2020/amp/
[1] https://www.digitalbankingreport.com/trends/digital-banking-customer-engagement/?smedia-twt-jm
[1] https://twitter.com/i/web/status/1193511076471681025
[1] https://www.finextra.com/newsarticle/34708/banks-have-lost-a-quarter-of-the-payments-franchise-to-new-players---bis
[1] https://www.finextra.com/newsarticle/34725/tandem-set-to-open-in-hong-kong

Top URLs in Tweet in G7:
[8] https://www.youtube.com/watch?reload=9&v=hs3RXtZfeWM
[3] https://www.forbes.com/sites/neilmalhotra/2019/07/01/making-sure-ai-is-socially-responsible/
[2] https://www.forbes.com/sites/ronshevlin/2019/10/21/are-fintech-startups-more-ethical-than-banks/?utm_content=buffer779c0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#533c2cdf502d
[1] http://bit.ly/32hUE7v
[1] http://bit.ly/33CSVdT
[1] http://bit.ly/2BnizaA
[1] http://bit.ly/32tTqqs
[1] http://bit.ly/2MUJZKj
[1] http://bit.ly/2J2ifSZ
[1] http://bit.ly/2MqJGrn

Top URLs in Tweet in G8:
[4] https://www.forbes.com/sites/bernardmarr/2019/11/08/the-7-biggest-technology-trends-to-disrupt-banking--financial-services-in-2020/#50c988da2c42
[3] http://bit.ly/2NnOVZz
[3] https://finance.yahoo.com/news/invisible-payments-stage-commerce-norm-080000409.html?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmZyLw&guce_referrer_sig=AQAAAL0Us14j97d-gajMTPAqLpMdL2Y5z20_38Nn23WzvJJYu6OUrP5hR4_OiC4s1TP2EdwigPZ-w9RGiENIoUwt1eHldbRunZ3PPd1NjG-SzQtWHLztctTswJoXYFFFDG6mXG31R7lXcR7ksOIy85gGlbCwkFnFkE6rLe9xBL6zVWFg
[2] https://www.finextra.com/newsarticle/34723/will-trust-woes-undermine-open-banking-under-psd2
[2] https://www.forbes.com/sites/forbesfinancecouncil/2019/11/01/14-fintech-trends-to-watch-for-in-2020/#7dc0483e12b5
[2] https://techerati.com/features-hub/opinions/fintech-app-development-6-ways-to-delight-your-users/
[1] https://www.pwc.com/sg/en/services/consulting/intelligent-automation.html
[1] https://twitter.com/i/web/status/1193672530512486400
[1] https://www.ft.com/paidpost/visa/pay-it-forward-shaping-the-future-of-payments-security.html
[1] https://twitter.com/i/web/status/1193548869709238282

Top URLs in Tweet in G9:
[4] https://www.linkedin.com/pulse/fintech-modern-trojan-horse-story-damien-cabadi?utm_content=bufferdc734&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.podcast.lu/
[1] https://blog.dealroom.co/the-state-of-european-fintech-report-2019-edition/
[1] https://www.finextra.com/blogposting/17983/how-affordability-can-boost-financial-inclusion-in-insurance-services
[1] https://events.alfi.lu/leading-edge-conference-4/
[1] https://ibsintelligence.com/ibs-journal/ibs-news/mash-and-ingenico-partner-to-bring-pay-later-solution-in-spain/
[1] https://www.youtube.com/watch?v=FUcdByroUns

[1] https://www.lhoft.com/en/insights/the-fintech-hiring-challenge-finding-needles-in-haystacks
[1] https://www.gfmag.com/magazine/october-2019/africas-fintech-makeover
[1] https://twitter.com/i/web/status/875640871726727168

Top URLs in Tweet in G10:
[21] https://www.refinitiv.com/perspectives/future-of-investing-trading/overcoming-the-barriers-to-cloud-adoption/?utm_source=Twitter&utm_medium=OrganicSocial&utm_content=108662
[1] https://www.refinitiv.com/perspectives/ai-digitalization/how-to-win-the-fintech-talent-war/?utm_source=Twitter&utm_medium=OrganicSocial&utm_content=108662

Top Domains
Top Domains in Tweet in Entire Graph:
[218] twitter.com
[135] linkedin.com
[82] planetcompliance.com
[82] bit.ly
[68] thefinancialbrand.com
[65] mckinsey.com
[63] pwc.com
[62] finextra.com
[60] forbes.com
[43] co.uk

Top Domains in Tweet in G1:
[18] twitter.com
[5] builtin.com
[4] buff.ly
[3] linkedin.com
[3] youtube.com
[2] forbes.com
[2] thefinancialbrand.com
[2] bit.ly
[1] finextra.com
[1] essentials.news

Top Domains in Tweet in G2:
[114] twitter.com
[82] planetcompliance.com
[52] finextra.com
[51] thefinancialbrand.com
[38] bit.ly
[35] forbes.com
[27] flip.it
[24] emarketer.com
[23] essentials.news
[22] co.uk

Top Domains in Tweet in G3:
[100] linkedin.com
[61] mckinsey.com
[38] twitter.com
[21] pwc.com
[11] epiphany.eu
[11] nodexlgraphgallery.org
[11] statista.com
[10] thefinancialbrand.com
[8] everestgrp.com
[7] atkearney.com

Top Domains in Tweet in G4:
[14] pwc.com
[8] datanami.com
[6] spoto.info
[6] twitter.com
[4] bit.ly
[4] pwccn.com
[4] linkedin.com
[3] techcrunch.com
[3] forbes.com
[2] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[8] co.uk
[6] twitter.com
[4] richmedia.com
[4] paper.li
[3] linkedin.com
[2] twinybots.ch
[2] paymentsjournal.com
[2] bit.ly
[2] synthesistechnology.com
[2] hubs.ly

Top Domains in Tweet in G6:
[12] 101blockchains.com
[9] pwc.com
[2] twitter.com
[2] finextra.com
[1] forbes.com
[1] digitalbankingreport.com

Top Domains in Tweet in G7:
[14] bit.ly
[9] forbes.com
[8] youtube.com
[5] twitter.com
[4] reddit.com
[2] essentials.news
[2] insurtechnews.com
[1] medium.com
[1] bitcoinist.com
[1] accenture.com

Top Domains in Tweet in G8:
[8] twitter.com
[6] forbes.com
[4] bit.ly
[3] yahoo.com
[2] finextra.com
[2] techerati.com
[2] faveeo.com
[1] pwc.com
[1] ft.com
[1] equensworldline.com

Top Domains in Tweet in G9:
[4] linkedin.com
[3] podcast.lu
[1] dealroom.co
[1] finextra.com
[1] alfi.lu
[1] ibsintelligence.com
[1] youtube.com
[1] lhoft.com
[1] gfmag.com
[1] twitter.com

Top Domains in Tweet in G10:
[22] refinitiv.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2633] finserv
[2350] fintech
[1128] ai
[797] banking
[688] blockchain
[379] iot
[371] cryptocurrency
[329] digital
[306] pwc
[301] vc



Top Hashtags in Tweet in G1:
[594] finserv
[500] ai
[428] fintech
[243] digital
[209] marketing
[177] retailtech
[161] iot
[131] renewable
[122] blockchain
[119] martech

Top Hashtags in Tweet in G2:
[1158] finserv
[1150] fintech
[597] banking
[277] vc
[253] blockchain
[252] ai
[234] banks
[205] finance
[183] cryptocurrency
[172] regtech

Top Hashtags in Tweet in G3:
[398] fintech
[329] finserv
[203] pwc
[187] ai
[179] blockchain
[102] cryptocurrency
[95] iot
[79] digitaltransformation
[71] infographics
[57] banking

Top Hashtags in Tweet in G4:
[84] finserv
[80] fintech
[51] blockchain
[39] iot
[37] ai
[35] cryptocurrency
[27] bigdata
[23] pwc
[22] api
[20] banking

Top Hashtags in Tweet in G5:
[74] finserv
[27] fintech
[10] financialservices
[9] banking
[8] disruptionadvantage
[5] innovation
[3] cloud
[3] compliance
[3] strategy
[3] ai

Top Hashtags in Tweet in G6:
[42] blockchain
[37] ai
[34] fintech
[27] finserv
[16] martech
[11] iot
[10] banking
[9] virtualassistants
[8] digital
[7] smartcontracts

Top Hashtags in Tweet in G7:
[68] fintech
[51] finserv
[47] ai
[46] tech
[42] insurtech
[39] machinelearning
[39] ml
[35] cx
[34] insurance
[34] data

Top Hashtags in Tweet in G8:
[21] finserv
[19] fintech
[14] innovation
[11] banking
[9] openbanking
[8] ai
[8] payments
[7] disruption
[7] ux
[7] iot

Top Hashtags in Tweet in G9:
[30] fintech
[13] finserv
[12] banking
[5] finance
[5] entrepreneurship
[4] lhoft
[3] regtech
[3] blockchain
[3] payments
[3] financialinclusion

Top Hashtags in Tweet in G10:
[23] finserv
[21] publiccloud
[2] cloudreadydata
[2] fintech
[2] refinitivsocial100
[1] datascience

Top Words
Top Words in Tweet in Entire Graph:
[2839] Words in Sentiment List#1: Positive
[1005] Words in Sentiment List#2: Negative
[18] Words in Sentiment List#3: Angry/Violent
[98573] Non-categorized Words
[102417] Total Words
[2931] gt
[2573] #finserv
[2573] enricomolinari
[2177] #fintech
[1329] ty

Top Words in Tweet in G1:
[2091] enricomolinari
[1095] ty
[569] #finserv
[475] #ai
[379] #fintech
[239] wef
[219] #digital
[195] #marketing
[170] gt
[170] v

Top Words in Tweet in G2:
[1147] #finserv
[1121] #fintech
[595] #banking
[357] gt
[276] #vc
[246] #blockchain
[245] #ai
[231] maxjcm
[229] enricomolinari
[228] #banks

Top Words in Tweet in G3:
[2031] gt
[665] antgrasso
[633] mikequindazzi
[311] #finserv
[305] #fintech
[267] financial
[203] #pwc
[199] link
[199] services
[187] #ai

Top Words in Tweet in G4:
[225] gt
[84] #finserv
[78] #fintech
[58] mikequindazzi
[50] #blockchain
[45] enricomolinari
[42] #iot
[38] #cryptocurrency
[36] #ai
[29] ðÿ

Top Words in Tweet in G5:
[74] #finserv
[27] #fintech
[10] #financialservices
[9] #banking
[8] #disruptionadvantage
[8] à
[7] right
[7] industry
[7] gt
[6] small

Top Words in Tweet in G6:
[65] enricomolinari
[44] 101blockchains
[42] #blockchain
[34] #ai
[34] #fintech
[29] ty
[28] gt
[26] #finserv
[19] mikequindazzi
[18] technology

Top Words in Tweet in G7:
[68] #fintech
[50] #finserv
[50] insurtechforum
[47] #ai
[46] #tech
[46] ð
[42] #insurtech
[39] #machinelearning
[39] #ml
[34] #insurance

Top Words in Tweet in G8:
[21] #finserv
[19] #fintech
[14] #innovation
[12] banking
[11] #banking
[9] #openbanking
[8] #ai
[8] services
[8] future
[8] payments

Top Words in Tweet in G9:
[30] #fintech
[24] the_lhoft
[13] #finserv
[12] #banking
[9] fintech
[8] european
[8] hiring
[8] challenge
[8] finding
[8] needles

Top Words in Tweet in G10:
[23] #finserv
[22] refinitiv
[21] #publiccloud
[21] migration
[21] challenges
[21] being
[21] overcome
[17] #cloudreadâ
[2] #cloudread
[2] #cloudreadydata

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1849] gt,gt
[581] #fintech,#finserv
[376] financial,services
[347] #fintech,#banking
[340] #banking,#finserv
[327] mikequindazzi,gt
[323] #finserv,#fintech
[301] gt,#pwc
[298] #pwc,mikequindazzi
[276] #vc,#fintech

Top Word Pairs in Tweet in G1:
[228] ty,wef
[165] wef,enricomolinari
[138] v,enricomolinari
[120] digitaltrends,enricomolinari
[102] ty,digitaltrends
[102] ty,seeker
[102] seeker,enricomolinari
[97] enricomolinari,#retailtech
[97] gt,gt
[95] enricomolinari,#3dprinting

Top Word Pairs in Tweet in G2:
[328] #fintech,#finserv
[310] #banking,#finserv
[291] #fintech,#banking
[261] #vc,#fintech
[232] gt,gt
[173] #finance,#banks
[147] #finserv,#cryptocurrency
[139] #cryptocurrency,#finance
[134] #finserv,#banking
[128] https,t

Top Word Pairs in Tweet in G3:
[1276] gt,gt
[224] mikequindazzi,gt
[200] gt,#pwc
[198] financial,services
[197] #pwc,mikequindazzi
[196] link,gt
[125] gt,mikequindazzi
[114] #finserv,#fintech
[99] gt,#finserv
[98] bit,blockchain

Top Word Pairs in Tweet in G4:
[149] gt,gt
[23] gt,#pwc
[23] #pwc,mikequindazzi
[23] mikequindazzi,gt
[22] bristowcolin,insurtechforum
[21] #api,#cloud
[21] #cloud,#cryptocurrency
[21] #cryptocurrency,#iot
[18] ðÿ,ðÿ
[15] glossary,#infographics

Top Word Pairs in Tweet in G5:
[18] #fintech,#finserv
[8] #finserv,#disruptionadvantage
[6] à,à
[5] #finserv,#banking
[4] nudge,right
[4] right,direction
[4] direction,small
[4] small,steps
[4] steps,encourage
[4] encourage,people

Top Word Pairs in Tweet in G6:
[27] 101blockchains,enricomolinari
[25] ty,101blockchains
[18] #blockchain,technology
[16] gt,gt
[14] need,#blockchain
[14] 101blockchains,mikequindazzi
[12] really,need
[12] technology,101blockchains
[11] observatore2,really
[11] mikequindazzi,observatore

Top Word Pairs in Tweet in G7:
[42] #tech,#fintech
[42] #fintech,#finserv
[40] ð,ð
[38] #finserv,#ai
[38] #ai,#insurtech
[37] #insurtech,#machinelearning
[37] #machinelearning,#ml
[32] #cx,#robotics
[32] #robotics,#chatbot
[32] #chatbot,#bot

Top Word Pairs in Tweet in G8:
[8] #fintech,#banking
[7] access,âžž
[6] #openbanking,#apis
[6] #ai,#machinelearning
[5] banking,financial
[5] financial,services
[5] #apis,#finserv
[5] #ux,#cx
[4] #fintech,#finserv
[4] #innovation,7

Top Word Pairs in Tweet in G9:
[8] #banking,#finserv
[8] #fintech,hiring
[8] hiring,challenge
[8] challenge,finding
[8] finding,needles
[8] needles,haystacks
[8] haystacks,being
[8] being,fast
[8] fast,key
[8] key,securing

Top Word Pairs in Tweet in G10:
[21] #publiccloud,migration
[21] migration,#finserv
[21] #finserv,challenges
[21] challenges,being
[21] being,overcome
[19] refinitiv,#publiccloud
[17] overcome,#cloudreadâ
[2] overcome,#cloudread
[2] overcome,#cloudreadydata
[2] #cloudreadydata,refinitiv

Top Replied-To
Top Replied-To in Entire Graph:
@amanda_clack
@landg_uk
@ursbolt
@enricomolinari
@docassar
@psb_dc
@drjdrooghaag
@clark_robotics
@feteoze54
@stevewal63

Top Replied-To in G1:
@dsmeu
@drjdrooghaag
@jimmarous
@nasa_johnson
@holly1fortrump
@buddy_hell
@websummit
@dbventurenet
@petlasglobal
@mailonline

Top Replied-To in G2:
@ursbolt
@psb_dc
@stevewal63
@manuelreil
@_stef_hendrickx
@karlv81
@sonalr
@oluskayacan
@capital_finserv
@christianmcm

Top Replied-To in G4:
@enricomolinari
@docassar
@excellencia_ltd
@softnet_search
@fmfrancoise
@feteoze54
@clark_robotics

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@antgrasso
@mikequindazzi
@wef
@jimmarous
@maxjcm
@sbmeunier
@digitaltrends
@ronald_vanloon
@mashable

Top Mentioned in G1:
@enricomolinari
@wef
@digitaltrends
@mashable
@seeker
@cnbc
@evankirstel
@lopifitus
@mikequindazzi

Top Mentioned in G2:
@maxjcm
@jimmarous
@sbmeunier
@enricomolinari
@ralexjimenez
@mikequindazzi
@psb_dc
@financialbrand
@spirosmargaris
@fgraillot

Top Mentioned in G3:
@antgrasso
@mikequindazzi
@linkedin
@enricomolinari
@ronald_vanloon
@mck
@marketdataapis
@visualcap
@jimmarous
@kofax

Top Mentioned in G4:
@bristowcolin
@enricomolinari
@mikequindazzi
@santchiweb
@claudiomkd
@chidambara09
@ronald_vanloon
@nodexl
@101blockchains
@kotaknaren

Top Mentioned in G5:
@arcuspartners
@bamitav

Top Mentioned in G6:
@101blockchains
@enricomolinari
@mikequindazzi
@observatore2
@observatore
@pwc
@intellimetri
@mik
@gersonrolim
@efipm

Top Mentioned in G7:
@bristowcolin
@macaochina
@sener_mx
@cfemx
@bai_info
@enricomolinari
@businsmagazine
@businslerner
@kaanev
@chengjacques

Top Mentioned in G8:
@nicolas2pinto
@wearetimbi
@hughasimpson
@forbesfinancecl
@ronald_vanloon
@ciklum
@the_techerati
@fintech_innov
@cuvoiceregistry
@voicebotai

Top Mentioned in G9:
@the_lhoft
@damien_cabadi
@mashcomofficial
@ingenico
@alfifunds
@stampify_me
@dealroomco
@soniaklux
@michaeljordaan
@jochenheussner

Top Mentioned in G10:
@refinitiv

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@arkangelscrap
@sectest9
@nosqldigest
@annemariayritys
@startupsbot
@deejayiwan
@evankirstel
@chidambara09
@aldoceccarelli

Top Tweeters in G1:
@marshawright
@sectest9
@annemariayritys
@deejayiwan
@evankirstel
@aldoceccarelli
@hirameki_002
@alvinlindsay21
@hautahbuhgee
@richsimmondsza

Top Tweeters in G2:
@arkangelscrap
@nosqldigest
@startupsbot
@ottlegalrebels
@kotaknaren
@guardian
@mulher_noticia
@santchiweb
@fintechna
@lelkan

Top Tweeters in G3:
@breizh2008
@ele9061
@glaciarblue
@andrewmorrisuk
@rwang0
@rldi_lamy
@btptechsearch
@ene3112
@newsneus
@dme_health

Top Tweeters in G4:
@chidambara09
@marshacollier
@pardoe_ai
@akdm_bot
@cathcervoni
@sjosephburns
@nminow
@hubspot
@cleardiff
@excellencia_ltd

Top Tweeters in G5:
@freshsalis
@mia
@bamitav
@pa
@postrecession
@fa
@scispeak1
@pauljnorbury
@actualizellc
@pjotrww

Top Tweeters in G6:
@nancyrubin
@sdreyse
@dinisguarda
@dme_jun
@stevewal63
@stevemillersf
@poramatepi
@israel_adoba
@intelligenthq
@info_data_mgmt

Top Tweeters in G7:
@hebertkonlabs
@cfemx
@smartecocity
@wynandbooysen
@thomashilbig2
@wiomax_md
@kalydeoo
@adaptivetoolbox
@businsmagazine
@whartonknows

Top Tweeters in G8:
@businessinsider
@qz
@sachatb
@wiomax_va
@thecloudsumo
@njxxllc
@bellsailing
@hhbiznews
@proverbs142
@born2invest

Top Tweeters in G9:
@ana_captures
@lorettaborak
@orochamen
@retweet49751068
@naszub
@damien_cabadi
@michaeljordaan
@the_lhoft
@alfifunds
@luxfintech

Top Tweeters in G10:
@erubinz
@vincedimase
@steve_j_moss
@janicehbutler
@obzzzy
@gpmdonaldson
@winsome83
@chezkiernan
@shaadied
@awamim