#FinServ, Twitter, 7/22/2019 1:03:07 PM, 204777


FAQ | Problem?

#FinServ_2019-07-22_03-33-13.xlsx
#FinServ_2019-07-22_03-33-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 22, 2019
Short Description:
#FinServ via NodeXL http://bit.ly/2ObrNQj
@jimmarous
@sbmeunier
@interfima
@ralexjimenez
@albertogaruccio
@antgrasso
@santchiweb
@ronald_vanloon
@ottlegalrebels
@mikequindazzi

Top hashtags:
#finserv
#fintech
#banking
#ai
#blockchain
#insurtech
#digitaltransformation

Description:
Description
The graph represents a network of 2,110 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, 22 July 2019 at 10:34 UTC.

The requested start date was Sunday, 21 July 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 8-day, 18-hour, 32-minute period from Friday, 12 July 2019 at 05:27 UTC to Sunday, 21 July 2019 at 00:00 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 : 2110
Unique Edges : 3837
Edges With Duplicates : 4011
Total Edges : 7848
Number of Edge Types : 3
Mentions : 6443
Tweet : 1386
Replies to : 19
Self-Loops : 1386
Reciprocated Vertex Pair Ratio : 0.0234375
Reciprocated Edge Ratio : 0.0458015267175573
Connected Components : 186
Single-Vertex Connected Components : 112
Maximum Vertices in a Connected Component : 1763
Maximum Edges in a Connected Component : 7335
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.674483
Graph Density : 0.00100090112562051
Modularity : 0.391791
NodeXL Version : 1.0.1.417

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[166] https://thefinancialbrand.com/85798/digital-banking-transformation-customer-experience-trends/?smedia-twt-jm
[37] https://thefinancialbrand.com/85577/voice-device-growth-banking-engagement-trends/?smedia-twt-jm
[29] https://www.forbes.com/sites/ronshevlin/2019/07/15/digital-platforms-are-eating-banking/#106b2f1953cb
[29] https://thefinancialbrand.com/85668/are-you-ready-for-the-invasion-of-european-challenger-banks/?smedia-twt-jm
[26] https://www.mckinsey.com/industries/financial-services/our-insights/banking-matters/grey-swans-that-could-disrupt-banking
[24] https://www.planetcompliance.com/2019/01/08/regtech-top-100-power-list-influential-regtech-firms/
[24] https://twinybots.ch/
[22] https://thefinancialbrand.com/85412/digital-banking-culture-transformation-trends/?smedia-twt-jm
[22] https://www.bai.org/banking-strategies/article-detail/three-global-fintech-innovations-that-created-real-value#.XTGyvntIfng.twitter
[19] https://www.everestgrp.com/2018-08-uk-european-banks-digital-banking-capability-comparison-market-insights-46556.html/

Top URLs in Tweet in G1:
[38] https://thefinancialbrand.com/85798/digital-banking-transformation-customer-experience-trends/?smedia-twt-jm
[16] https://www.everestgrp.com/2018-08-uk-european-banks-digital-banking-capability-comparison-market-insights-46556.html/
[10] https://101blockchains.com/blockchain-usage/
[8] https://www.weforum.org/agenda/2019/01/sharing-economy/
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=109901
[7] https://www.mckinsey.com/industries/financial-services/our-insights/banking-matters/grey-swans-that-could-disrupt-banking
[6] https://www.everestgrp.com/2018-12-a-5-step-approach-for-bfs-enterprises-to-be-quantum-ready-48393.html/
[6] https://thefinancialbrand.com/85577/voice-device-growth-banking-engagement-trends/?smedia-twt-jm
[5] https://www.mckinsey.com/industries/financial-services/our-insights/synergy-and-disruption-ten-trends-shaping-fintech
[5] https://www.sc.com/en/navigate-the-future/blockchain-mass-adoption/

Top URLs in Tweet in G2:
[28] https://thefinancialbrand.com/85798/digital-banking-transformation-customer-experience-trends/?smedia-twt-jm
[13] https://www.businessinsider.com/alexandria-ocasio-cortez-libra-questions-facebook-david-marcus-2019-7
[12] https://thefinancialbrand.com/85668/are-you-ready-for-the-invasion-of-european-challenger-banks/?smedia-twt-jm
[9] https://www.latribune.fr/entreprises-finance/banques-finance/goldman-sachs-injecte-25-millions-d-euros-dans-la-fintech-raisin-823567.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1563262482
[8] https://thefinancialbrand.com/85412/digital-banking-culture-transformation-trends/?smedia-twt-jm
[8] https://www.youtube.com/watch?v=BZVHV7-AXTg&feature=youtu.be

[7] https://www.finextra.com/newsarticle/34116/sydney-could-use-facial-recognition-for-public-transport-payments
[7] http://www.americanbanker.com/news/goldman-sachs-invests-28m-in-german-fintech-set-for-us-debut?utm_campaign=amerbanker-tw&utm_content=socialflow&utm_medium=social&utm_source=twitter
[7] https://dy.si/TcqGK
[7] https://thefinancialbrand.com/85577/voice-device-growth-banking-engagement-trends/?smedia-twt-jm

Top URLs in Tweet in G3:
[86] https://thefinancialbrand.com/85798/digital-banking-transformation-customer-experience-trends/?smedia-twt-jm
[24] https://www.forbes.com/sites/ronshevlin/2019/07/15/digital-platforms-are-eating-banking/#106b2f1953cb
[23] https://thefinancialbrand.com/85577/voice-device-growth-banking-engagement-trends/?smedia-twt-jm
[12] https://thefinancialbrand.com/85668/are-you-ready-for-the-invasion-of-european-challenger-banks/?smedia-twt-jm
[12] https://thefinancialbrand.com/85412/digital-banking-culture-transformation-trends/?smedia-twt-jm
[11] http://out.faveeo.com/?url=https://thefinancialbrand.com/85412/digital-transformation-requires-more-than-a-technology-upgrade/&vertical=digital-banking&lang=en&family=en
[10] https://www.forbes.com/sites/ronshevlin/2019/07/08/amazon-invasion/#1553e1667921
[9] https://www.youtube.com/watch?v=BZVHV7-AXTg&feature=youtu.be

[7] https://thefinancialbrand.com/85412/digital-transformation-requires-more-than-a-technology-upgrade/?smedia-twt-jm
[7] http://out.faveeo.com/?url=https://economictimes.indiatimes.com/opinion/interviews/hsbc-to-be-first-global-victim-of-digital-deutsche-bank-will-follow-moven-founder-brett-king/articleshow/50990845.cms&vertical=digital-banking&lang=en&family=en

Top URLs in Tweet in G4:
[24] https://www.planetcompliance.com/2019/01/08/regtech-top-100-power-list-influential-regtech-firms/
[13] https://twinybots.ch/
[9] https://www.bai.org/banking-strategies/article-detail/three-global-fintech-innovations-that-created-real-value#.XTGyvntIfng.twitter
[7] https://www.planetcompliance.com/2019/01/23/innovation-hubs-v-regulatory-sandboxes-and-the-future-of-innovation-facilitators/
[7] https://www.mckinsey.com/industries/financial-services/our-insights/banking-matters/grey-swans-that-could-disrupt-banking
[6] https://www.aravo.com/white_papers/cybersecurity-regulatory-radar-five-top-trends-in-cybersecurity-regulation/?utm_content=96381006&utm_medium=social&utm_source=twitter&hss_channel=tw-31273094
[6] https://blogs.deloitte.ch/banking/2018/09/the-shift-to-digital-banking-playing-the-long-game-right.html
[5] https://thefinancialbrand.com/85798/digital-banking-transformation-customer-experience-trends/?smedia-twt-jm
[4] https://www.aravo.com/white_papers/a-buyers-guide-to-third-party-risk-management-solutions/?utm_content=96355771&utm_medium=social&utm_source=twitter&hss_channel=tw-31273094
[4] https://www.aravo.com/white_papers/cybersecurity-regulatory-radar-five-top-trends-in-cybersecurity-regulation/?utm_content=96672951&utm_medium=social&utm_source=twitter&hss_channel=tw-31273094

Top URLs in Tweet in G5:
[7] https://twinybots.ch/
[3] https://www.bai.org/banking-strategies/article-detail/three-global-fintech-innovations-that-created-real-value#.XTGyvntIfng.twitter
[3] https://www.mckinsey.com/industries/financial-services/our-insights/banking-matters/grey-swans-that-could-disrupt-banking
[2] https://fintechinnovators.com
[2] https://blogs.deloitte.ch/banking/2018/09/the-shift-to-digital-banking-playing-the-long-game-right.html
[2] https://insights.invyo.io/europe/mapping/the-european-top-50-of-the-most-valued-fintech/
[2] http://www.postrecession.com/
[2] https://thefinancialbrand.com/85798/digital-banking-transformation-customer-experience-trends/?smedia-twt-jm
[1] https://www.strategy-business.com/article/Ensuring-trust-in-an-age-of-digital-banking?gko=1648f&sf214185084=1
[1] https://twitter.com/AylaTaylor10/status/1149561324097032192

Top URLs in Tweet in G6:
[10] https://www2.deloitte.com/global/en/pages/financial-services/articles/getting-cloud-right-how-can-banks-stay-ahead-of-curve.html?id=gx:2sm:3tw:4GCR_June2019::6fsi:20190712121900::2456779295&utm_source=tw&utm_campaign=GCR_June2019&utm_content=fsi&utm_medium=social&linkId=70185807
[6] https://www2.deloitte.com/global/en/pages/financial-services/articles/getting-cloud-right-how-can-banks-stay-ahead-of-curve.html?id=gx:2sm:3tw:4GCR_June2019::6fsi:20190715122400::2456789271&utm_source=tw&utm_campaign=GCR_June2019&utm_content=fsi&utm_medium=social&linkId=70185912
[6] https://www.cnbc.com/2019/06/25/the-mindset-shift-employees-need-to-succeed-in-the-future-of-work.html
[4] https://thefinancialbrand.com/85798/digital-banking-transformation-customer-experience-trends/?smedia-twt-jm
[3] https://www.statista.com/chart/18637/forecast-online-retail-spending-in-the-uk/
[2] https://www.pwc.com/us/en/moneytree-report/moneytree-report-q1-2019.pdf
[2] https://www.juniperresearch.com/press/press-releases/nearly-two-thirds-of-large-enterprises-currently
[2] https://deloitte.wsj.com/riskandcompliance/2019/06/27/gdpr-ccpa-reshape-customer-privacy-strategies/
[2] https://www.mckinsey.com/business-functions/strategy-and-corporate-finance/our-insights/the-evolution-of-the-cfo?cid=other-soc-twi-mip-mka-oth-1907--&sid=2453632491&linkId=70129548
[2] https://www.mckinsey.com/industries/financial-services/our-insights/banking-matters/grey-swans-that-could-disrupt-banking

Top URLs in Tweet in G7:
[5] http://www.aerospacechain.com/
[5] https://buzztechy.blogspot.com/2019/07/cyber-security.html
[4] https://www.forbes.com/sites/forbestechcouncil/2019/01/17/the-role-of-data-in-the-age-of-digital-transformation?es_p=9584487
[4] https://er.educause.edu/articles/2019/7/getting-ready-for-digital-transformation-change-your-culture-workforce-and-technology
[4] https://churchblockchain.com/
[4] https://www.informationbuilders.com/blog/jake-freivald/customer-experience-cx-digital-transformation?utm_campaign=everyonesocial&utm_source=twitter&utm_medium=182786&es_p=9714681
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fdeep-learning-for-survival-analysis-fdd1505293c9%3Fsource%3Drss----7f60cf5620c9---4
[3] https://e27.co/4-reasons-why-mental-fitness-is-vital-to-startup-success-20190703/?ref=quuu&utm_content=buffer226e8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://orthodoxblockchain.com/
[3] https://vimeo.com/298214985

Top URLs in Tweet in G8:
[7] https://www.iris.xyz/perspective/editors-choice-why-these-articles-were-great-57
[5] https://www.iris.xyz/perspective/11-most-read-iris-articles-of-the-week-30
[5] https://www.iris.xyz/perspective/11-most-read-iris-articles-of-the-week-29
[5] https://www.ilsole24ore.com/art/sta-arrivando-5g-ecco-come-cambiera-lavoro-azienda-ACXR90X
[4] https://www.weforum.org/agenda/2019/07/banknote-currency-turing-england-euro-dollar-money
[4] https://www.ilsole24ore.com/art/in-banca-italiano-cinque-ci-va-smartphone-crescono-robo-advisor-ACdqELZ
[4] https://challengerbanks.net/pagamenti-digitali-ubi-si-allea-con-nexi/
[4] https://challengerbanks.net/voice-banking-ecco-chi-si-sta-posizionando/
[4] https://www.economyup.it/fintech/allianz-lassicuratore-diventa-4-0-con-il-virtual-advisor-di-una-scaleup-italiana/
[4] https://www.economyup.it/fintech/il-rischio-della-sandbox-per-il-fintech-in-italia-creare-prodotti-artificiali/

Top URLs in Tweet in G9:
[6] https://www.refinitiv.com/en/top-100-finance-social-media-influencers
[3] https://www.sas.com/en_us/insights/articles/marketing/improving-customer-experience-in-banking.html
[2] https://thefinancialbrand.com/85798/digital-banking-transformation-customer-experience-trends/?smedia-twt-jm
[1] https://twitter.com/i/web/status/1151476495858069505
[1] https://twitter.com/i/web/status/1149339597895135233
[1] https://twitter.com/i/web/status/1150259620448854016
[1] https://twitter.com/i/web/status/1150580010291302400
[1] https://www.weforum.org/agenda/2019/01/sharing-economy/
[1] https://twitter.com/i/web/status/1152309137818181633
[1] https://www.technative.io/the-new-space-race-what-does-blockchain-mean-for-banking/

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1149542344015749120
[1] https://twitter.com/i/web/status/1149548670469099520
[1] https://twitter.com/i/web/status/1149533222755155968
[1] https://twitter.com/i/web/status/1150260719465762816
[1] https://twitter.com/i/web/status/1151159343364149253
[1] https://twitter.com/i/web/status/1150965506377228293
[1] https://twitter.com/i/web/status/1150907280717729792
[1] https://twitter.com/i/web/status/1150909353857298432
[1] https://twitter.com/i/web/status/1149001101863202816
[1] https://twitter.com/i/web/status/1149368885675794433

Top Domains
Top Domains in Tweet in Entire Graph:
[923] twitter.com
[295] thefinancialbrand.com
[128] finextra.com
[107] forbes.com
[69] faveeo.com
[40] mckinsey.com
[38] essentials.news
[36] weforum.org
[35] planetcompliance.com
[31] aravo.com

Top Domains in Tweet in G1:
[126] twitter.com
[49] thefinancialbrand.com
[23] everestgrp.com
[17] forbes.com
[13] weforum.org
[13] mckinsey.com
[13] 101blockchains.com
[12] accenture.com
[11] nodexlgraphgallery.org
[10] raconteur.net

Top Domains in Tweet in G2:
[109] twitter.com
[86] finextra.com
[67] thefinancialbrand.com
[31] forbes.com
[19] latribune.fr
[18] businessinsider.com
[17] cityam.com
[12] americanbanker.com
[12] reuters.com
[12] zdnet.com

Top Domains in Tweet in G3:
[147] thefinancialbrand.com
[130] twitter.com
[43] forbes.com
[28] faveeo.com
[22] essentials.news
[19] bobsguide.com
[11] youtube.com
[10] bit.ly
[10] paper.li
[7] finextra.com

Top Domains in Tweet in G4:
[152] twitter.com
[33] planetcompliance.com
[33] faveeo.com
[26] aravo.com
[13] twinybots.ch
[9] thefinancialbrand.com
[9] mckinsey.com
[9] essentials.news
[9] bai.org
[6] deloitte.ch

Top Domains in Tweet in G5:
[95] twitter.com
[7] twinybots.ch
[6] lnkd.in
[4] richmedia.com
[3] bai.org
[3] mckinsey.com
[2] fintechinnovators.com
[2] essentials.news
[2] deloitte.ch
[2] smh.re

Top Domains in Tweet in G6:
[38] twitter.com
[16] deloitte.com
[16] finextra.com
[15] dy.si
[6] cnbc.com
[5] thefinancialbrand.com
[5] theglobaltreasurer.com
[5] thefinanser.com
[4] wsj.com
[4] aravo.com

Top Domains in Tweet in G7:
[93] twitter.com
[8] forbes.com
[7] thefinancialbrand.com
[5] medium.com
[5] aerospacechain.com
[5] blogspot.com
[4] educause.edu
[4] churchblockchain.com
[4] informationbuilders.com
[3] youtube.com

Top Domains in Tweet in G8:
[38] twitter.com
[26] challengerbanks.net
[18] iris.xyz
[16] ilsole24ore.com
[12] finextra.com
[10] economyup.it
[8] paymentsjournal.com
[5] weforum.org
[4] thefinancialbrand.com
[3] gemalto.com

Top Domains in Tweet in G9:
[17] twitter.com
[6] refinitiv.com
[3] sas.com
[3] faveeo.com
[2] thefinancialbrand.com
[2] weforum.org
[2] mckinsey.com
[1] technative.io
[1] bai.org
[1] deloitte.ch

Top Domains in Tweet in G10:
[11] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2740] finserv
[2513] fintech
[1255] banking
[808] ai
[400] blockchain
[348] insurtech
[332] digitaltransformation
[314] vc
[313] innovation
[312] cryptocurrency



Top Hashtags in Tweet in G1:
[613] fintech
[571] finserv
[350] banking
[252] vc
[244] cryptocurrency
[239] blockchain
[200] finance
[190] ai
[134] insurtech
[82] startup

Top Hashtags in Tweet in G2:
[741] fintech
[723] finserv
[357] banking
[249] ai
[90] machinelearning
[74] insurtech
[54] payments
[50] cybersecurity
[41] innovation
[40] rpa

Top Hashtags in Tweet in G3:
[428] fintech
[402] finserv
[288] banking
[87] digitaltransformation
[66] ai
[41] leadership
[36] innovation
[35] finance
[34] digitalmarketing
[33] blockchain

Top Hashtags in Tweet in G4:
[231] finserv
[216] fintech
[110] innovation
[101] banking
[95] regtech
[79] ai
[74] digitaltransformation
[67] startup
[49] blockchain
[47] regulation

Top Hashtags in Tweet in G5:
[98] finserv
[39] fintech
[17] ai
[12] banking
[11] findom
[8] innovation
[8] humiliation
[7] bigdata
[7] kiksession
[7] joi

Top Hashtags in Tweet in G6:
[120] fintech
[119] finserv
[55] ai
[53] banking
[23] blockchain
[18] leadership
[17] financialservices
[17] digitaltransformation
[15] biz
[15] banks

Top Hashtags in Tweet in G7:
[129] fintech
[111] finserv
[98] ai
[65] tech
[63] bigdata
[62] insurtech
[61] machinelearning
[50] iot
[46] ml
[44] banking

Top Hashtags in Tweet in G8:
[106] fintech
[88] finserv
[64] supernovaelabs
[38] accelerator
[27] banks
[19] banking
[17] payments
[17] advisors
[17] rias
[16] ai

Top Hashtags in Tweet in G9:
[89] finserv
[44] fintech
[36] influencers
[28] cx
[28] bigtech
[8] banking
[7] ai
[6] innovation
[5] environmental
[5] sustainability

Top Hashtags in Tweet in G10:
[86] finserv
[68] gofrt
[58] findom
[23] findommebrat
[14] chastitycaption
[13] findomworld
[12] paypig
[11] findomempire
[9] femdom
[8] finsub

Top Words
Top Words in Tweet in Entire Graph:
[3119] Words in Sentiment List#1: Positive
[1146] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[90742] Non-categorized Words
[95007] Total Words
[2740] #finserv
[2507] #fintech
[1255] #banking
[808] #ai
[763] gt

Top Words in Tweet in G1:
[612] #fintech
[571] #finserv
[538] gt
[350] #banking
[272] antgrasso
[269] #cryptocurrency
[262] mikequindazzi
[252] #vc
[239] #blockchain
[215] maxjcm

Top Words in Tweet in G2:
[739] #fintech
[723] #finserv
[371] sbmeunier
[357] #banking
[256] t
[253] https
[249] #ai
[237] co
[156] s
[139] jimmarous

Top Words in Tweet in G3:
[428] #fintech
[402] #finserv
[288] #banking
[281] digital
[268] jimmarous
[210] banking
[150] transformation
[110] customer
[97] experience
[90] neglected

Top Words in Tweet in G4:
[231] #finserv
[216] #fintech
[110] #innovation
[101] #banking
[95] #regtech
[88] ume_kyd
[79] #ai
[74] #digitaltransformation
[67] #startup
[65] the_lhoft

Top Words in Tweet in G5:
[98] #finserv
[39] #fintech
[20] financial
[17] #ai
[16] s
[15] new
[14] digital
[14] industry
[14] customer
[13] experience

Top Words in Tweet in G6:
[119] #finserv
[118] #fintech
[96] gt
[55] #ai
[53] #banking
[29] mikequindazzi
[24] digital
[23] #blockchain
[22] deloitte
[21] financial

Top Words in Tweet in G7:
[129] #fintech
[119] insurtechforum
[111] #finserv
[98] #ai
[65] #tech
[63] #bigdata
[62] #insurtech
[61] #machinelearning
[50] #iot
[49] bristowcolin

Top Words in Tweet in G8:
[105] #fintech
[88] #finserv
[64] #supernovaelabs
[48] supernovaelabs
[40] enricomolinari
[38] #accelerator
[29] il
[27] #banks
[19] #banking
[17] #payments

Top Words in Tweet in G9:
[89] #finserv
[59] helene_wpli
[50] m
[44] #fintech
[36] #influencers
[35] thrilled
[33] driving
[32] new
[28] order
[28] making

Top Words in Tweet in G10:
[86] #finserv
[68] #gofrt
[58] #findom
[49] rtpet2
[49] goddesscanadian
[34] rtsubby
[31] rtslave_7
[25] rt_bbbp
[25] pay
[23] elitepromofeet

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[900] #fintech,#finserv
[443] gt,gt
[432] #banking,#fintech
[337] #banking,#finserv
[318] #fintech,#banking
[304] #finserv,https
[295] #vc,#fintech
[286] https,t
[273] t,co
[237] financial,services

Top Word Pairs in Tweet in G1:
[305] gt,gt
[250] #banking,#finserv
[247] #fintech,#banking
[246] #vc,#fintech
[192] #finserv,#cryptocurrency
[133] #cryptocurrency,#finance
[128] #fintech,#finserv
[84] financial,services
[78] link,gt
[70] #finance,#banks

Top Word Pairs in Tweet in G2:
[299] #fintech,#finserv
[246] #finserv,https
[242] https,t
[230] t,co
[148] #banking,#fintech
[121] #finserv,#banking
[60] financial,services
[42] #fintech,#ai
[40] banking,#banking
[39] #ai,#machinelearning

Top Word Pairs in Tweet in G3:
[240] #fintech,#finserv
[178] #banking,#fintech
[94] customer,experience
[91] digital,banking
[90] experience,neglected
[90] neglected,during
[90] during,digital
[90] banking,transformation
[88] transformation,#banking
[83] jimmarous,customer

Top Word Pairs in Tweet in G4:
[49] #fintech,#finserv
[37] award,#regtech
[31] #banking,#finserv
[28] #banking,#fintech
[28] culture,technology
[28] technology,key
[28] découvrez,des
[28] des,articles
[28] articles,les
[28] les,plus

Top Word Pairs in Tweet in G5:
[17] #fintech,#finserv
[10] customer,experience
[7] #finserv,industry
[7] s,up
[7] up,#kiksession
[7] #kiksession,#findom
[7] #findom,#joi
[7] #joi,#cbt
[7] #cbt,#sissytraining
[7] #sissytraining,#titworship

Top Word Pairs in Tweet in G6:
[64] gt,gt
[39] #fintech,#finserv
[18] #finserv,#fintech
[15] comes,financial
[15] financial,tech
[15] tech,hubs
[15] hubs,seattle
[15] seattle,new
[15] new,black
[15] black,prediction

Top Word Pairs in Tweet in G7:
[64] #fintech,#finserv
[52] #tech,#fintech
[49] bristowcolin,insurtechforum
[48] #finserv,#ai
[45] #ai,#insurtech
[41] #insurtech,#machinelearning
[39] #machinelearning,#ml
[33] #ml,#insurance
[32] #insurance,#cx
[31] #robotics,#chatbot

Top Word Pairs in Tweet in G8:
[55] #supernovaelabs,#fintech
[38] #fintech,#accelerator
[25] #accelerator,#banks
[17] #advisors,#rias
[14] #fintech,#finserv
[12] #rias,#finserv
[10] #finserv,https
[10] 11,read
[10] read,iris
[10] iris,articles

Top Word Pairs in Tweet in G9:
[35] #finserv,#influencers
[28] new,order
[28] order,#finserv
[28] #finserv,making
[28] making,#cx
[28] #cx,#bigtech
[28] #bigtech,#fintech
[28] #fintech,driving
[28] driving,much
[28] much,needed

Top Word Pairs in Tweet in G10:
[32] #findom,#finserv
[32] #gofrt,#finserv
[21] having,fun
[21] fun,working
[21] working,pay
[21] pay,debt
[21] debt,#findommebrat
[21] #findommebrat,#gofrt
[21] #finserv,rtpet2
[21] rtpet2,rtsubby

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@sbmeunier
@jimmarous
@antgrasso
@mikequindazzi
@maxjcm
@ronald_vanloon
@albertogaruccio
@ralexjimenez
@financialbrand
@helene_wpli

Top Mentioned in G1:
@antgrasso
@maxjcm
@mikequindazzi
@ronald_vanloon
@albertogaruccio
@sbmeunier
@fisher85m
@jimmarous
@wef
@pwc

Top Mentioned in G2:
@sbmeunier
@jimmarous
@ralexjimenez
@kirkdborne
@financialbrand
@spirosmargaris
@cgledhill
@ipfconline1
@mikequindazzi
@albertogaruccio

Top Mentioned in G3:
@jimmarous
@financialbrand
@sbmeunier
@rshevlin
@forbes
@mikequindazzi
@leimer
@ronald_vanloon
@jpnicols
@brettking

Top Mentioned in G4:
@ume_kyd
@the_lhoft
@davidjmaireles
@maxjcm
@aravo
@antgrasso
@ralexjimenez
@sbmeunier
@jimmarous
@fintech_innov

Top Mentioned in G5:
@queen__sophie
@findom_nalu

Top Mentioned in G6:
@finextra
@deloitte
@sbmeunier
@ralexjimenez
@geekwire
@noikeanolife
@bigbetanalytics
@ronald_vanloon
@suntecgroup
@knkumar

Top Mentioned in G7:
@bristowcolin
@targetgroupltd
@andreapaci90
@nafisalam
@bellagilbert13
@comistaken
@kirkdborne
@machine_ml
@bamitav
@kotaknaren

Top Mentioned in G8:
@supernovaelabs
@enricomolinari
@sbmeunier
@gemalto
@jimmarous
@fgraillot
@ralexjimenez
@vi
@iris_xyz
@albertogaruccio

Top Mentioned in G9:
@helene_wpli
@ji
@xbond49
@albertogaruccio
@technative
@sbmeunier
@sapbanking
@jimmarous
@psb_dc
@amittwitr

Top Mentioned in G10:
@rtpet2
@goddesscanadian
@rtsubby
@rtslave_7
@rt_bbbp
@elitepromofeet
@tonybobo3
@slavekane
@rt4feet
@rtdoms

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@arkangelscrap
@sectest9
@nosqldigest
@claudosky
@evankirstel
@gamergeeknews
@startupsbot
@aldoceccarelli
@chidambara09

Top Tweeters in G1:
@evankirstel
@biconnections
@valaafshar
@sharerussharing
@gezgintrk
@dcarsoncpa_ma
@londonnetworker
@drferdowsi
@mediapython
@ene3112

Top Tweeters in G2:
@jornalistavitor
@arkangelscrap
@claudosky
@businessinsider
@kingofpayments
@nancyrubin
@lucabattanta
@thomaspower
@machinelearn_d
@trekonomicsbot

Top Tweeters in G3:
@aldoceccarelli
@john_siracusa
@calcaware
@machinelearnflx
@cnbc
@ft
@forbes
@hannaraptor
@nathealings
@aldo_zaffalon

Top Tweeters in G4:
@sectest9
@startupsbot
@fintechna
@business
@infopronetwork
@jeandoobs
@scmpnews
@tichitsinde
@theeconomist
@fedelowe

Top Tweeters in G5:
@csa_dvillamizar
@freshsalis
@alisovino
@cdwgwagov
@ittechbuz
@postrecession
@jonathanaufray
@neo4j
@bibitabibi
@jasonaugustine_

Top Tweeters in G6:
@reuters
@santchiweb
@nubank
@7wdata
@pardoe_ai
@mynaedu
@noikeanolife
@gdpr25thmay18
@dme_jun
@robinyearsley

Top Tweeters in G7:
@nosqldigest
@chidambara09
@kotaknaren
@andrewmorrisuk
@myahmctear
@tamaramccleary
@bamitav
@manifattura40
@machine_ml
@bubbles4tw

Top Tweeters in G8:
@ottlegalrebels
@data_nerd
@lkafle
@mjoehlerich
@2601manish
@startzai
@junjudapi
@tonyvidler
@iris_xyz
@vivekghosal

Top Tweeters in G9:
@richsimmondsza
@akwyz
@mclynd
@wolfgin
@johnnosta
@domingonarvaez1
@mvollmer1
@digitalcloudgal
@avrohomg
@technative

Top Tweeters in G10:
@coach0302
@rtslave_7
@rt_feet
@tonybobo3
@fdomrtslave
@rt4feet
@touchrtp
@rt_bbbp
@sanco4033
@slaveofdakota