#FinServ, Twitter, 3/12/2019 2:08:40 PM, 190054


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#FinServ_2019-03-12_03-20-25.xlsx
#FinServ_2019-03-12_03-20-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 12, 2019
Short Description:
#FinServ via NodeXL http://bit.ly/2F63T19
@jimmarous
@mikequindazzi
@ralexjimenez
@santchiweb
@albertogaruccio
@psb_dc
@the_lhoft
@bristowcolin
@fintechna
@antgrasso

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

Description:
Description
The graph represents a network of 2,338 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 Tuesday, 12 March 2019 at 10:21 UTC.

The requested start date was Sunday, 10 March 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 9-day, 2-hour, 35-minute period from Thursday, 28 February 2019 at 22:09 UTC to Sunday, 10 March 2019 at 00:45 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 : 2338
Unique Edges : 5021
Edges With Duplicates : 4168
Total Edges : 9189
Number of Edge Types : 3
Mentions : 8053
Tweet : 1101
Replies to : 35
Self-Loops : 1101
Reciprocated Vertex Pair Ratio : 0.0391734052111411
Reciprocated Edge Ratio : 0.0753933944319557
Connected Components : 174
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 1978
Maximum Edges in a Connected Component : 8720
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.893134
Graph Density : 0.00105840034583318
Modularity : 0.4123
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[54] https://thefinancialbrand.com/76628/future-of-work-banking-career-change-trends/?smedia-twt-jm
[42] https://thefinancialbrand.com/81447/fees-banking-checking-credit-identity-cross-selling-onboarding-trends/?smedia-twt-jm
[39] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=189210
[38] https://thefinancialbrand.com/76007/bank-innovation-hackathon-culture-trends-intesea-sanpaolo-novathon/?smedia-twt-jm
[32] https://thefinancialbrand.com/75698/digital-banking-transformation-strategies-trends/?smedia-twt-jm
[22] https://bluenotes.anz.com/posts/2019/02/non-banks--looking-like-banks--acting-like-banks--regulated-like#
[20] https://thefinancialbrand.com/79887/digital-banking-transformation-trends-disruption/?smedia-twt-jm
[20] https://twitter.com/i/moments/1102983094129315846
[19] https://www.ibm.com/downloads/cas/JGWE2W7B
[18] https://www.visualcapitalist.com/7-major-flaws-global-financial-system/

Top URLs in Tweet in G1:
[50] https://thefinancialbrand.com/76628/future-of-work-banking-career-change-trends/?smedia-twt-jm
[33] https://thefinancialbrand.com/81447/fees-banking-checking-credit-identity-cross-selling-onboarding-trends/?smedia-twt-jm
[29] https://thefinancialbrand.com/75698/digital-banking-transformation-strategies-trends/?smedia-twt-jm
[29] https://thefinancialbrand.com/76007/bank-innovation-hackathon-culture-trends-intesea-sanpaolo-novathon/?smedia-twt-jm
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=189210
[16] https://thefinancialbrand.com/79887/digital-banking-transformation-trends-disruption/?smedia-twt-jm
[16] https://twitter.com/i/moments/1102983094129315846
[12] https://decryptmedia.com/5403/iost-jimmy-zhong-biggest-blockchain-gaming-network-of-all
[12] https://thefinancialbrand.com/67039/ai-hierarchy-of-data-needs/?smedia-twt-jm
[11] https://bluenotes.anz.com/posts/2019/02/non-banks--looking-like-banks--acting-like-banks--regulated-like#

Top URLs in Tweet in G2:
[14] https://research-doc.credit-suisse.com/docView?language=ENG&format=PDF&sourceid=csplusresearchcp&document_id=1080109971&serialid=pTkp8RFIoVyHegdqM8EllGT5H4VpXC%2BTFLnTn2cDS1E%3D&utm_content=buffer96805&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://twitter.com/MikeQuindazzi/status/1101210936415842307
[9] https://www.statista.com/study/46031/insurtech/?utm_content=buffer5908f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.pwc.com/us/en/cybersecurity/assets/revitalizing-privacy-trust-in-data-driven-world.pdf
[7] https://www.pwc.in/consulting/financial-services/fintech/fintech-insights/chatbot-the-intelligent-banking-assistant.html?utm_content=buffer98429&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=189210
[6] https://thefinancialbrand.com/81447/fees-banking-checking-credit-identity-cross-selling-onboarding-trends/?smedia-twt-jm
[5] http://www3.weforum.org/docs/WEF_New_Physics_of_Financial_Services.pdf
[4] https://www.raconteur.net/infographics/financing-fintech?utm_content=bufferdd28a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.pwc.com/us/en/industries/financial-services/library/pdf/pwc-voice-banking.pdf

Top URLs in Tweet in G3:
[12] https://www.youtube.com/watch?reload=9&v=hs3RXtZfeWM
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=189210
[9] https://www.planetcompliance.com/2019/01/23/innovation-hubs-v-regulatory-sandboxes-and-the-future-of-innovation-facilitators/
[7] 0.26
[7] https://www.planetcompliance.com/2019/01/08/regtech-top-100-power-list-influential-regtech-firms/
[6] https://info.aravo.com/webinar-controlling-third-party-corruption-a-conversation-with-fcpa-regulators?utm_campaign=2_Anti-Bribery
[5] https://www.bankingtech.com/2019/02/risk-finance-and-regulatory-reporting-adopting-an-integrated-approach/
[5] https://paperjam.lu/article/news-jai-vu-ma-mere-echouer-et-se-relever
[5] https://www.bankingtech.com/2019/03/dbs-bank-steps-up-interest-in-india/
[4] https://news.efinancialcareers.com/no-en/3000112/compliance-jobs-banking

Top URLs in Tweet in G4:
[14] https://www.visualcapitalist.com/7-major-flaws-global-financial-system/
[12] https://www.ibm.com/downloads/cas/JGWE2W7B
[9] https://www.raconteur.net/risk-management/insurance-playing-catch-technology?platform=hootsuite
[8] https://www.youtube.com/watch?v=PUwmA3Q0_OE&app=desktop

[8] https://bluenotes.anz.com/posts/2019/02/non-banks--looking-like-banks--acting-like-banks--regulated-like#
[7] http://www.cityam.com/274006/strong-and-stable-london-extends-lead-europes-top-hub
[7] https://www.forbes.com/sites/jenniferpryce/2019/02/22/the-fintech-revolution-is-here-can-it-build-a-better-economy/
[6] https://www.linkedin.com/feed/update/urn:li:activity:6508316881840066560
[6] https://www.ellenmacarthurfoundation.org/publications/artificial-intelligence-and-the-circular-economy
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=189210

Top URLs in Tweet in G5:
[13] https://www.japantimes.co.jp/opinion/2019/03/05/commentary/japan-commentary/global-battle-big-data/
[11] https://www.nextgov.com/analytics-data/2019/03/census-big-data-innovation-program-infects-hhs-promising-results/155268/
[9] http://techgenix.com/big-data-solutions/
[9] https://www.ainonline.com/aviation-news/general-aviation/2019-03-06/airbus-embraces-big-data
[9] https://www.forbes.com/sites/forbestechcouncil/2019/03/07/four-ways-big-data-converts-into-sales/
[8] https://www.scientificamerican.com/podcast/episode/baseball-commish-talks-big-data/
[8] https://data.world/
[7] https://betanews.com/2019/03/08/big-data-fighting-gambling-addiction/
[6] https://www.americanbanker.com/opinion/banks-are-playing-catch-up-in-the-big-data-game
[6] https://www.analyticsindiamag.com/smart-grids-are-big-data-analytics-next-use-case-in-india/

Top URLs in Tweet in G6:
[4] https://www.youtube.com/watch?utm_sq=fwxx71ckny&v=LxOP3tHb4WU
[4] https://www.youtube.com/playlist?list=PLN5UoEBCJUG71B4B10XD-7IObF2HYYSvo

[3] https://www.youtube.com/watch?utm_sq=fwxx71ck9g&v=tDXgXPFZ6fo
[2] https://twitter.com/qlik/status/1103006768756609026
[1] https://twitter.com/i/web/status/1101292335311306753
[1] https://twitter.com/i/web/status/1101296278779105280
[1] https://twitter.com/i/web/status/1101314776687235073
[1] https://www.computerworlduk.com/it-business/does-open-banking-have-messaging-problem-3692891/
[1] https://twitter.com/i/web/status/1101379968339107841
[1] https://twitter.com/i/web/status/1101393639777947648

Top URLs in Tweet in G7:
[9] https://www.bankingtech.com/2019/03/three-ways-to-support-women-in-tech/
[6] https://www.iris.xyz/perspective/11-most-read-iris-articles-of-the-week-10
[5] http://paytechawards.bankingtech.com/
[4] https://www.bankingtech.com/2019/03/uk-and-turkey-push-islamic-finance-through-fintech/
[3] https://www.bankingtech.com/2019/03/uk-fintech-regulator-puts-bigger-fines-on-the-menu/
[3] https://www.entrepreneur.com/article/318529
[2] https://www.iris.xyz/strategies/5-strategies-for-outcome-oriented-advisors-in-2019
[2] http://paytechawards.bankingtech.com/categoriespt/leadership-awards/
[2] https://www.bankingtech.com/2018/08/even-financial-raises-19m-funding-for-new-card-tricks/
[2] http://paytechawards.bankingtech.com/categoriespt/leadership-awards/?utm_source=socialmedia&utm_medium=twitter

Top URLs in Tweet in G8:
[4] https://geezeo.com/nation/one-one-geezeo-john-best
[3] https://www.ey.com/gl/en/issues/webcast_2019-02-07-1600_top-priorities-for-boards-in-2019
[2] https://thefinancialbrand.com/80988/digital-banking-device-trends-mobile-ai-ar-iot-voice/
[2] https://ftpartners.docsend.com/view/n27q6js
[2] https://wearesocial.com/global-digital-report-2019
[2] https://think.ing.com/reports/saving-woes-stretch-retirement-outlook/
[2] https://geezeo.com/nation/4-points-help-your-staff-see-value-leveraging-fintech
[2] https://bankingblog.accenture.com/new-frontiers-private-banking-mobile-apps-convenience-personalization
[1] https://www2.deloitte.com/insights/us/en/industry/retail-distribution/potential-of-digital-reality-consumer-products.html
[1] https://twitter.com/i/web/status/1101367469531373568

Top URLs in Tweet in G9:
[1] https://www.fincaimpact.com/news-insights/2019-international-womens-day-event-balance-for-better/
[1] https://nextbillion.net/news/omidyar-network-spins-out-its-fintech-investment-arm-as-flourish-with-up-to-300-million/?utm_sq=g0vsrjhil9&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillion&utm_content=NBNewsEventsJobs
[1] http://www.fibrproject.org/news-events-list/2018/12/3/msme-ecommerce-webinar?utm_sq=g07too3vna&utm_source=Facebook&utm_medium=social&utm_campaign=NextBillionnet&utm_content=BFAWebinars
[1] https://nextbillion.net/machine-learning-in-paygo/?utm_sq=g0dj05ziis&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillion&utm_content=NBDailyPostTweets
[1] https://nextbillion.net/scaling-impact-linked-finance/?utm_sq=g0r78zdplz&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillion&utm_content=NBDailyPostTweets
[1] https://twitter.com/i/web/status/1101353924404097024
[1] https://nextbillion.net/news/mtn-ericsson-extend-mobile-money-deal/?utm_sq=g0nqxiw50v&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillion&utm_content=NBNewsEventsJobs
[1] https://twitter.com/i/web/status/1101697439348785152
[1] https://nextbillion.net/news/the-modi-years-have-banking-services-become-more-accessible-for-indians/?utm_sq=g0sl7jnsge&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillion&utm_content=NBNewsEventsJobs
[1] https://nextbillion.net/news/mexico-ruling-party-says-deal-struck-with-banks-on-fee-bill/?utm_sq=g0tnbhgm19&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillion&utm_content=NBNewsEventsJobs

Top URLs in Tweet in G10:
[14] https://fi.11fs.com/466
[1] http://fi.sharedacard.info/iuFE
[1] https://thefinancialbrand.com/76007/bank-innovation-hackathon-culture-trends-intesea-sanpaolo-novathon/?smedia-twt-jm
[1] https://twitter.com/i/web/status/1101392389892202496
[1] https://twitter.com/davidbrear/status/1103311356256649216
[1] https://www.wsj.com/articles/philadelphia-is-first-u-s-city-to-ban-cashless-stores-11551967201?mod=hp_lead_pos5

Top Domains
Top Domains in Tweet in Entire Graph:
[381] twitter.com
[337] thefinancialbrand.com
[119] forbes.com
[73] bankingtech.com
[57] youtube.com
[40] nodexlgraphgallery.org
[33] pwc.com
[30] reuters.com
[29] bobsguide.com
[28] aravo.com

Top Domains in Tweet in G1:
[260] thefinancialbrand.com
[54] twitter.com
[39] forbes.com
[17] nodexlgraphgallery.org
[16] bankingtech.com
[12] decryptmedia.com
[11] anz.com
[11] issuu.com
[9] pymnts.com
[9] finextra.com

Top Domains in Tweet in G2:
[50] twitter.com
[28] thefinancialbrand.com
[21] pwc.com
[14] credit-suisse.com
[11] pwc.in
[9] statista.com
[8] nodexlgraphgallery.org
[8] reuters.com
[6] raconteur.net
[5] weforum.org

Top Domains in Tweet in G3:
[55] twitter.com
[26] aravo.com
[16] planetcompliance.com
[13] youtube.com
[13] finextra.com
[12] bankingtech.com
[10] challengerbanks.net
[9] thefinancialbrand.com
[9] nodexlgraphgallery.org
[8] forbes.com

Top Domains in Tweet in G4:
[20] twitter.com
[18] thefinancialbrand.com
[16] youtube.com
[14] visualcapitalist.com
[13] forbes.com
[12] ibm.com
[10] linkedin.com
[9] raconteur.net
[8] anz.com
[7] cityam.com

Top Domains in Tweet in G5:
[77] twitter.com
[47] forbes.com
[20] reuters.com
[13] dy.si
[13] co.jp
[11] techgenix.com
[11] nextgov.com
[10] theinnovationenterprise.com
[10] investorplace.com
[9] ainonline.com

Top Domains in Tweet in G6:
[44] twitter.com
[13] youtube.com
[8] twi.li
[4] lnkd.in
[3] adrimillerheckman.com
[3] radian6.com
[2] richmedia.com
[2] friedmansocialmedia.com
[2] k2.com
[2] medialogic.com

Top Domains in Tweet in G7:
[35] bankingtech.com
[10] iris.xyz
[8] twitter.com
[7] citywireusa.com
[6] feedburner.com
[3] entrepreneur.com
[3] bit.ly
[2] nasdaq.com
[2] financial-planning.com
[2] forbes.com

Top Domains in Tweet in G8:
[7] twitter.com
[7] geezeo.com
[5] thefinancialbrand.com
[4] ey.com
[4] accenture.com
[3] forbes.com
[2] deloitte.com
[2] docsend.com
[2] wearesocial.com
[2] ing.com

Top Domains in Tweet in G9:
[13] nextbillion.net
[2] twitter.com
[1] fincaimpact.com
[1] fibrproject.org
[1] uni-global.eu

Top Domains in Tweet in G10:
[14] 11fs.com
[2] twitter.com
[1] sharedacard.info
[1] thefinancialbrand.com
[1] wsj.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2662] finserv
[2313] fintech
[1270] banking
[979] ai
[564] bigdata
[552] iot
[420] insurtech
[399] blockchain
[364] innovation
[359] machinelearning



Top Hashtags in Tweet in G1:
[702] finserv
[700] fintech
[594] banking
[138] in
[137] ai
[95] cryptocurrency
[91] blockchain
[75] insurtech
[73] digitaltransformation
[69] innovation

Top Hashtags in Tweet in G2:
[514] fintech
[401] finserv
[269] banking
[267] ai
[236] pwc
[166] infographic
[148] iot
[145] bigdata
[140] blockchain
[129] bots

Top Hashtags in Tweet in G3:
[328] fintech
[310] finserv
[121] banking
[93] regtech
[74] ai
[64] innovation
[49] insurtech
[46] compliance
[46] banks
[38] blockchain

Top Hashtags in Tweet in G4:
[210] fintech
[195] finserv
[89] insurtech
[71] banking
[59] tech
[47] trends
[38] ai
[37] innovation
[32] trading
[32] augmentedreality

Top Hashtags in Tweet in G5:
[402] finserv
[367] ai
[324] bigdata
[252] iot
[248] datascience
[244] fintech
[238] machinelearning
[204] deeplearning
[194] robots
[193] nlp

Top Hashtags in Tweet in G6:
[103] finserv
[39] fintech
[34] banking
[12] ai
[11] cx
[10] innovation
[9] iot
[9] financialservices
[7] digitalbanking
[7] digitaltransformation

Top Hashtags in Tweet in G7:
[80] finserv
[58] fintech
[18] advisors
[17] innovation
[17] payments
[12] rias
[11] paytechawards
[9] wealthmanagement
[9] tech
[9] paytech

Top Hashtags in Tweet in G8:
[53] finserv
[50] fintech
[34] banking
[27] innovation
[24] cx
[21] technology
[17] digital
[15] disruption
[14] strategy
[11] data

Top Hashtags in Tweet in G9:
[30] finserv
[13] financialinclusion
[10] smartphone
[8] india
[8] bangladesh
[6] fintech
[5] balanceforbetter
[5] impinv
[4] iwd2019
[4] blendedfinance

Top Hashtags in Tweet in G10:
[33] iwd2019
[21] finserv
[7] gendergap
[6] podcast
[6] fintech
[6] internationalwomensday
[3] paygap
[3] tech
[3] banking
[1] finonair

Top Words
Top Words in Tweet in Entire Graph:
[2978] Words in Sentiment List#1: Positive
[1001] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[101077] Non-categorized Words
[105056] Total Words
[3317] gt
[2662] finserv
[2508] fintech
[1622] banking
[1096] ai

Top Words in Tweet in G1:
[827] banking
[762] fintech
[702] finserv
[370] jimmarous
[317] gt
[159] ai
[137] banks
[134] future
[110] mikequindazzi
[109] blockchain

Top Words in Tweet in G2:
[2323] gt
[647] mikequindazzi
[559] fintech
[436] antgrasso
[403] finserv
[296] banking
[276] ai
[264] pwc
[212] infographic
[162] more

Top Words in Tweet in G3:
[363] fintech
[310] finserv
[138] banking
[129] gt
[128] the_lhoft
[107] regtech
[107] innovation
[92] banks
[87] ai
[70] more

Top Words in Tweet in G4:
[214] fintech
[195] finserv
[138] albertogaruccio
[112] psb_dc
[94] banking
[89] insurtech
[86] frronconi
[76] gt
[65] top
[63] tech

Top Words in Tweet in G5:
[571] data
[442] more
[428] big
[426] ai
[422] read
[403] here
[402] finserv
[324] bigdata
[266] iot
[254] fintech

Top Words in Tweet in G6:
[103] finserv
[68] gt
[47] fintech
[39] banking
[15] mikequindazzi
[14] financial
[13] ai
[13] new
[13] finacle
[12] innovation

Top Words in Tweet in G7:
[80] finserv
[62] fintech
[22] advisors
[20] innovation
[18] fintech_futures
[18] paytech
[17] payments
[15] marketing
[14] support
[14] women

Top Words in Tweet in G8:
[53] finserv
[50] fintech
[46] banking
[29] innovation
[25] cx
[24] data
[23] davidjmaireles
[22] digital
[22] technology
[18] banks

Top Words in Tweet in G9:
[30] finserv
[13] financialinclusion
[13] news
[11] more
[11] up
[10] smartphone
[10] companies
[8] fincaimpact
[8] bhavna_ms
[8] india

Top Words in Tweet in G10:
[42] fintechinsiders
[33] iwd2019
[33] special
[21] finserv
[19] today
[16] industry
[16] women
[15] t
[15] sarahkocianski
[15] lack

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2134] gt,gt
[908] fintech,finserv
[572] read,more
[518] big,data
[500] more,here
[426] mikequindazzi,gt
[387] banking,fintech
[324] gt,pwc
[322] pwc,mikequindazzi
[300] here,bigdata

Top Word Pairs in Tweet in G1:
[348] fintech,finserv
[277] banking,fintech
[204] gt,gt
[126] finserv,banking
[96] banking,finserv
[93] future,banking
[90] fintech,banking
[67] finserv,cryptocurrency
[58] wfsullivan3,spiros
[56] banking,banking

Top Word Pairs in Tweet in G2:
[1504] gt,gt
[313] mikequindazzi,gt
[229] gt,pwc
[222] pwc,mikequindazzi
[160] banking,gt
[106] fintech,finserv
[98] sample,chatbot
[98] chatbot,platform
[98] platform,architecture
[98] architecture,build

Top Word Pairs in Tweet in G3:
[145] fintech,finserv
[76] gt,gt
[48] read,more
[43] finserv,banking
[38] big,data
[33] more,here
[33] supernovaelabs,italy
[30] innovation,banks
[26] italy,eu
[26] eu,innovation

Top Word Pairs in Tweet in G4:
[102] fintech,finserv
[51] fisher85m,psb_dc
[50] evankirstel,frronconi
[50] frronconi,chboursin
[50] chboursin,fisher85m
[48] gt,gt
[48] psb_dc,helene_wpli
[46] sets,top
[46] top,10
[46] 10,tech

Top Word Pairs in Tweet in G5:
[416] read,more
[414] big,data
[398] more,here
[263] here,bigdata
[223] bigdata,datascience
[205] ai,iot
[194] iot,finserv
[194] datascience,machinelearning
[193] machinelearning,deeplearning
[192] deeplearning,nlp

Top Word Pairs in Tweet in G6:
[44] gt,gt
[13] fintech,finserv
[10] finserv,fintech
[8] mikequindazzi,gt
[8] financialservices,finserv
[6] banking,gt
[6] gt,pwc
[6] pwc,mikequindazzi
[6] youth,b
[6] b,w

Top Word Pairs in Tweet in G7:
[30] fintech,finserv
[9] finserv,innovation
[9] three,ways
[9] ways,support
[9] support,women
[9] women,tech
[8] 5,april
[7] 11,read
[7] read,iris
[7] iris,articles

Top Word Pairs in Tweet in G8:
[37] fintech,finserv
[18] banking,fintech
[9] finserv,cx
[8] innovation,disruption
[8] cx,innovation
[8] innovation,technology
[7] finserv,digitalbanking
[7] big,data
[6] technology,innovation
[6] banking,finserv

Top Word Pairs in Tweet in G9:
[10] finserv,companies
[8] bhavna_ms,india
[8] india,smartphone
[8] smartphone,penetration
[8] penetration,picking
[8] picking,up
[8] up,bangladesh
[8] bangladesh,still
[8] still,slow
[8] slow,finserv

Top Word Pairs in Tweet in G10:
[27] iwd2019,special
[15] lack,equality
[14] https,t
[14] t,co
[14] co,ddl3u7wl19
[14] ddl3u7wl19,iwd2019
[14] special,sarahkocianski
[14] sarahkocianski,shines
[14] shines,light
[14] light,lack

Top Replied-To
Top Replied-To in Entire Graph:
@wfsullivan3
@hydrogenapi
@russell_invest
@insurtechtalk
@boplanti
@albertogaruccio
@nodexl
@efipm
@goddessjuliessa
@alufholdings

Top Replied-To in G1:
@wfsullivan3
@albertogaruccio
@leimer
@rachelloumiller
@rshevlin
@efipm
@dmgerbino
@alanonfs

Top Replied-To in G2:
@nodexl

Top Replied-To in G3:
@hydrogenapi
@talhaaltinkaya
@knarck_crypto
@ibmfintech
@axsonex
@sypher42

Top Replied-To in G4:
@insurtechtalk
@boplanti

Top Replied-To in G5:
@alufholdings

Top Replied-To in G7:
@sonusvarghese
@dougboneparth

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@jimmarous
@antgrasso
@bristowcolin
@albertogaruccio
@fisher85m
@psb_dc
@the_lhoft
@helene_wpli
@ronald_vanloon

Top Mentioned in G1:
@jimmarous
@wfsullivan3
@mikequindazzi
@ralexjimenez
@maxjcm
@helene_wpli
@psb_dc
@spiros
@albertogaruccio
@financialbrand

Top Mentioned in G2:
@mikequindazzi
@antgrasso
@fisher85m
@ronald_vanloon
@wef
@jblefevre60
@brettking
@jimmarous
@jacburns_comext
@businessinsider

Top Mentioned in G3:
@the_lhoft
@pinoyfool
@hydrogenapi
@bristowcolin
@mikequindazzi
@supernovaelabs
@lendit
@albertogaruccio
@hy
@hydroblockchain

Top Mentioned in G4:
@albertogaruccio
@psb_dc
@frronconi
@chboursin
@fisher85m
@evankirstel
@helene_wpli
@jimmarous
@citi
@futurism

Top Mentioned in G5:
@bristowcolin
@ume_kyd
@julez_norton
@stanleyepstein
@jimmarous
@mikequindazzi
@kirkdborne
@antgrasso
@garp_risk
@shivamsingh0022

Top Mentioned in G6:
@babushka99
@panviva

Top Mentioned in G7:
@fintech_futures
@trishapricefint
@ncino
@ktb2007
@tonyfintech
@dansondhelm
@thecityuk
@robisbitts
@michaelkitces
@ianwenik

Top Mentioned in G8:
@davidjmaireles
@bristowcolin
@raisin_en
@bankinginsights
@geezeo
@craigmilroy
@financialbrand
@ahahibbard
@deloitteinsight
@ftpartners

Top Mentioned in G9:
@fincaimpact
@bhavna_ms
@nextbillion
@sonjkelly
@womensday
@techcrunch
@omidyarnetwork
@flourishvc
@bfaglobal
@cfi_accion

Top Mentioned in G10:
@fintechinsiders
@sarahkocianski
@11fs
@sophietheen
@jimmarous
@davidbrear
@oaknorth
@fluidly
@complyadvantage
@visa

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@arkangelscrap
@sectest9
@nosqldigest
@alevergara78
@bitcoinagile
@evankirstel
@3rdrockhome
@gamergeeknews
@seekingalpha

Top Tweeters in G1:
@arkangelscrap
@lelkan
@evanderburg
@annwalthour
@richsimmondsza
@machinelearnflx
@howardstrauber
@asknationwide
@akwyz
@themrblueprint

Top Tweeters in G2:
@nosqldigest
@alevergara78
@bitcoinagile
@evankirstel
@businessinsider
@biconnections
@utarsystems
@italiastartup_
@gvalan
@entwistletx

Top Tweeters in G3:
@chidambara09
@olumideidowu
@infopronetwork
@yahoofinance
@jeandoobs
@bdsharmas
@santchiweb
@3eani
@serve4impact
@daviddoughty

Top Tweeters in G4:
@3rdrockhome
@kotaknaren
@business
@marshacollier
@data_nerd
@nomoreslaves
@mjoehlerich
@fastcompany
@a_abdulaziz_a
@drnewbold

Top Tweeters in G5:
@jornalistavitor
@sectest9
@gamergeeknews
@fintechna
@calcaware
@openpr
@cnbc
@abc
@ft
@cnn

Top Tweeters in G6:
@villamizaritpro
@freshsalis
@maxversace
@alisovino
@babushka99
@eudyzerpa
@ross_radev
@maupanas
@iamreff
@bradfriedman

Top Tweeters in G7:
@seekingalpha
@michaelkitces
@tonyvidler
@iris_xyz
@iheartfintech
@tr401
@nasdaq
@fintech_futures
@ancarrillo964
@parisfinforum

Top Tweeters in G8:
@craigmilroy
@avrohomg
@gomedici
@cyainz
@ceo_branding
@amandaray02
@geezeo
@jdelacruz_iot
@cuna_news
@zach_wambugu

Top Tweeters in G9:
@scroll_in
@techcrunch
@guardiannigeria
@markets
@itweb
@un_women
@nextbillion
@worldbank
@brandspur_ng
@nextbillionfh

Top Tweeters in G10:
@davidbrear
@sammaule
@sytaylor
@visa
@deme_muo
@innfin
@emlindley
@bygeoffw
@primoanalytics
@fintechinsiders