#FinServ, Twitter, 3/29/2020 4:25:50 AM, 223939


FAQ | Problem?

#FinServ_2020-03-28_19-48-00.xlsx
#FinServ_2020-03-28_19-48-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 29, 2020
Short Description:
#FinServ via NodeXL https://bit.ly/2QSLueM
@albertogaruccio
@interfima
@enricomolinari
@spirosmargaris
@jimmarous
@chidambara09
@rshevlin
@mikequindazzi
@ralexjimenez
@antgrasso

Top hashtags:
#fintech
#finserv
#ai
#insurtech
#startup
#banking
#innovation
#iot

Description:
Description
The graph represents a network of 1,942 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, 29 March 2020 at 02:49 UTC.

The requested start date was Sunday, 29 March 2020 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 7-day, 20-hour, 44-minute period from Friday, 20 March 2020 at 16:30 UTC to Saturday, 28 March 2020 at 13:15 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 : 1942
Unique Edges : 4365
Edges With Duplicates : 4168
Total Edges : 8533
Number of Edge Types : 4
Mentions : 1409
MentionsInRetweet : 6163
Tweet : 884
Replies to : 77
Self-Loops : 884
Reciprocated Vertex Pair Ratio : 0.0387225548902196
Reciprocated Edge Ratio : 0.0745580322828593
Connected Components : 107
Single-Vertex Connected Components : 63
Maximum Vertices in a Connected Component : 1740
Maximum Edges in a Connected Component : 8264
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.299137
Graph Density : 0.00138058301776771
Modularity : 0.400094
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 1,942 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, 29 March 2020 at 02:49 UTC.

The requested start date was Sunday, 29 March 2020 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 7-day, 20-hour, 44-minute period from Friday, 20 March 2020 at 16:30 UTC to Saturday, 28 March 2020 at 13:15 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #FinServ
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[86] https://www.forbes.com/sites/ronshevlin/2020/03/23/a-list-of-fintech-firms-providing-free-technology-to-banks-during-the-coronavirus-crisis/#e87cc541b5ec
[39] https://thefinancialbrand.com/93679/digital-banking-fintech-finance-investment-coronavirus-impact-trends/?smedia-twt-jm
[35] https://www.planetcompliance.com/2020/01/08/the-regtech-top-100-2020-edition/
[33] https://www.techopedia.com/top-12-ai-use-cases-artificial-intelligence-in-fintech/2/34048
[33] https://www.icaew.com/insights/features/2020/mar-2020/ceo-of-tech-start-up-talks-ai-in-finance
[31] https://blog.skurio.com/top-tips-for-it-leaders-managing-data-security
[29] https://moderndiplomacy.eu/2020/03/20/the-influence-of-artificial-intelligence-on-future-education
[29] https://thefintechtimes.com/launch-of-the-fintech-power-50-annual-2020/
[27] https://www.forbes.com/sites/ibm/2020/03/10/why-more-banks-are-moving-confidently-onto-the-cloud/#50181eca587d
[26] https://technation.io/report2020/#32-tech-adoption-services

Top URLs in Tweet in G1:
[69] https://www.forbes.com/sites/ronshevlin/2020/03/23/a-list-of-fintech-firms-providing-free-technology-to-banks-during-the-coronavirus-crisis/#e87cc541b5ec
[31] https://thefinancialbrand.com/93679/digital-banking-fintech-finance-investment-coronavirus-impact-trends/?smedia-twt-jm
[21] https://thefintechtimes.com/launch-of-the-fintech-power-50-annual-2020/
[18] https://technation.io/report2020/#32-tech-adoption-services
[17] https://thefinancialbrand.com/92575/banking-fintech-adoption-north-america-trends/?smedia-twt-jm
[17] https://www.icaew.com/insights/features/2020/mar-2020/ceo-of-tech-start-up-talks-ai-in-finance
[17] https://thefinancialbrand.com/93824/banking-digital-financial-relief-economic-stress-coronavirus-trends/?smedia-twt-ambsu
[16] https://thefinancialbrand.com/91892/financial-banking-distribution-channels-branch-trends/?smedia-twt-jm
[16] https://thefinancialbrand.com/93422/digital-banking-transformation-success-failure-tony-saldanha-podcast/?smedia-twt-jm
[15] https://www.valuewalk.com/2020/03/top-10-fintech-business-models/

Top URLs in Tweet in G2:
[24] https://blog.skurio.com/top-tips-for-it-leaders-managing-data-security
[11] https://www.darkreading.com/link11-offers-free-ddos-protection-to-public-sector-organizations/d/d-id/1337376
[11] http://www3.weforum.org/docs/WEF_New_Physics_of_Financial_Services.pdf
[10] https://www.forbes.com/sites/advisor/2020/03/25/another-coronavirus-challenge-how-to-keep-your-online-banking-info-secure/
[9] https://www.icaew.com/insights/features/2020/mar-2020/ceo-of-tech-start-up-talks-ai-in-finance
[8] https://www.forbes.com/sites/ibm/2020/03/10/why-more-banks-are-moving-confidently-onto-the-cloud/#50181eca587d
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219723
[6] https://moderndiplomacy.eu/2020/03/20/the-influence-of-artificial-intelligence-on-future-education
[5] https://www.theglobeandmail.com/opinion/article-how-artificial-intelligence-can-accelerate-our-response-to-global/
[5] https://technation.io/report2020/#22-emerging-sectors

Top URLs in Tweet in G3:
[14] https://www.techopedia.com/top-12-ai-use-cases-artificial-intelligence-in-fintech/2/34048
[14] https://insuranceblog.accenture.com/apis-key-to-insurer-ecosystems
[11] https://www.futuretimeline.net/blog/2020/03/21-supercomputer-covid19.htm
[11] https://technation.io/report2020/#22-emerging-sectors
[11] https://www.theglobeandmail.com/opinion/article-how-artificial-intelligence-can-accelerate-our-response-to-global/
[11] https://www.forbes.com/sites/ibm/2020/03/10/why-more-banks-are-moving-confidently-onto-the-cloud/#50181eca587d
[10] https://moderndiplomacy.eu/2020/03/20/the-influence-of-artificial-intelligence-on-future-education
[10] http://www.planetcompliance.com/2017/06/23/planet-compliance-top-50-regtech-influencers/
[8] https://coverager.com/changing-climate-in-insurance-what-were-seeing-and-hearing/
[8] https://enterprisetalk.com/featured/artificial-intelligence-era-transforming-the-global-economy/

Top URLs in Tweet in G4:
[10] https://www.forbes.com/sites/jasonbrett/2020/03/24/digital-dollar-and-digital-wallet-legislation-surfaces-in-the-us-senate/
[8] https://www.forbes.com/sites/ronshevlin/2020/03/23/a-list-of-fintech-firms-providing-free-technology-to-banks-during-the-coronavirus-crisis/#e87cc541b5ec
[7] https://www.forbes.com/sites/jeffkauflin/2020/03/19/coronavirus-spread-puts-fintech-lenders-at-risk/
[7] https://www.crowdfundinsider.com/2020/03/159187-once-viewed-as-disaggregating-fintechs-now-re-bundling-financial-services/
[7] https://www.pymnts.com/news/banking/2020/digital-banking-consumer-trust-innovation/
[6] https://www.humanresourcesonline.net/gender-diversity-in-fintech-are-woman-leaders-an-uncommon-sight/
[6] https://thefinancialbrand.com/94345/coronavirus-covid-mobile-video-banking-branch/
[6] https://www.finextra.com/blogposting/18569/why-even-use-2fa-if-we-have-a-fingerprint-id
[6] https://www.planetcompliance.com/2020/01/08/the-regtech-top-100-2020-edition/
[6] http://r.socialstudio.radian6.com/71e3c444-3de6-42d7-8186-37bff003878b

Top URLs in Tweet in G5:
[10] https://www.statista.com/study/46031/insurtech/?utm_content=buffer5908f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.everestgrp.com/2018-12-artificial-intelligence-use-cases-across-industries-market-insights-48045.html/
[6] https://thefinancialbrand.com/91892/financial-banking-distribution-channels-branch-trends/?smedia-twt-jm
[4] https://thefinancialbrand.com/92575/banking-fintech-adoption-north-america-trends/?smedia-twt-jm
[3] 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
[2] https://fintechnews.ch/fintech/top-10-largest-most-recent-fintech-acquisitions-and-mas/33806/
[2] https://thefinancialbrand.com/93679/digital-banking-fintech-finance-investment-coronavirus-impact-trends/?smedia-twt-jm
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223315
[2] https://technation.io/report2020/#32-tech-adoption-services
[2] https://www.techopedia.com/top-12-ai-use-cases-artificial-intelligence-in-fintech/2/34048

Top URLs in Tweet in G6:
[29] https://www.planetcompliance.com/2020/01/08/the-regtech-top-100-2020-edition/
[8] https://www.planetcompliance.com/2019/01/08/regtech-top-100-power-list-influential-regtech-firms/
[5] https://info.microsoft.com/ww-landing-Putting-Blockchain-into-Action-eBook.html
[4] http://www.planetcompliance.com/2017/06/23/planet-compliance-top-50-regtech-influencers/
[3] https://fastfuture.com/beyond-the-hype-ai-in-financial-services-gets-serious/
[2] https://www.planetcompliance.com/2020/03/17/the-best-compliance-books/
[2] https://www.chyp.com/ultra-wideband-payments/
[2] https://thefintechtimes.com/launch-of-the-fintech-power-50-annual-2020/
[2] https://fintechnews.sg/38158/fintech/meet-the-worlds-top-100-cross-border-payments-companies/
[1] https://twitter.com/i/web/status/1241077481983139840

Top URLs in Tweet in G7:
[4] http://www.postrecession.com/
[4] https://twitter.com/albertogaruccio
[3] https://www.enterprisetimes.co.uk/2020/03/16/the-trends-shaping-technology-in-financial-services-in-2020/
[1] https://twitter.com/i/web/status/1241121764660449280
[1] https://twitter.com/i/web/status/1241134740612231170
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223315
[1] https://twitter.com/i/web/status/1241270687945428992
[1] https://twitter.com/i/web/status/1241272174402551809
[1] https://twitter.com/i/web/status/1241296157378326528
[1] https://twitter.com/i/web/status/1241312476714672128

Top URLs in Tweet in G8:
[3] https://www.linkedin.com/slink?code=fSxXQmW
[2] https://www.forbes.com/sites/ronshevlin/2020/03/23/a-list-of-fintech-firms-providing-free-technology-to-banks-during-the-coronavirus-crisis/#e87cc541b5ec
[2] https://www.linkedin.com/slink?code=ft2jbSd
[1] https://twitter.com/i/web/status/1242431703328702467
[1] https://twitter.com/i/web/status/1242022807615221761
[1] https://mailchi.mp/lhoft/the-payments-top-7750787?e=d0fd1052fd
[1] https://twitter.com/i/web/status/1242147028450324481
[1] https://twitter.com/i/web/status/1242444536644845569
[1] https://twitter.com/i/web/status/1242788762486288386
[1] https://twitter.com/i/web/status/1242805965436727305

Top URLs in Tweet in G9:
[2] https://thefintechtimes.com/the-ethics-of-ai-ai-in-the-financial-services-sector-grand-opportunities-and-great-challenges/
[1] https://twitter.com/i/web/status/1243887842415312897
[1] https://twitter.com/i/web/status/1242741151649673216
[1] https://twitter.com/i/web/status/1243787784055173121
[1] https://vanrijmenam.nl/token-financing-tokenization-will-change-economy/
[1] https://twitter.com/i/web/status/1243244043775160321
[1] https://twitter.com/i/web/status/1243243623199707137
[1] https://twitter.com/i/web/status/1243483468182573059
[1] https://techcrunch.com/2020/03/24/startups-valuations-drop-as-exits-are-delayed-and-the-stock-market-reprices-tech/
[1] https://twitter.com/i/web/status/1243291716096057350

Top URLs in Tweet in G10:
[4] https://mabusagency.com/idx/
[3] https://thefinancialbrand.com/93824/banking-digital-financial-relief-economic-stress-coronavirus-trends/?smedia-twt-ambsu
[2] https://www.nasdaq.com/articles/u.s.-financial-firms-must-be-deemed-essential-as-more-people-stay-home-trade-group-2020-03
[1] https://twitter.com/psb_dc/status/1240624222134841345
[1] https://strategycorps.com/articles/paycheck-motels-deposit-displacement-customer-attrition/
[1] https://www.forbes.com/sites/jasonbrett/2020/03/23/new-coronavirus-stimulus-bill-introduces-digital-dollar-and-digital-dollar-wallets/?fbclid=IwAR2K-6p-TQCZRHme9V0pzvFX5-BREkdl8bj9GY8EkzBnf8OBodtNsevMtmA
[1] https://twitter.com/i/web/status/1242839252263632898
[1] https://twitter.com/i/web/status/1242173808607363075
[1] https://techcrunch.com/2020/03/24/startups-valuations-drop-as-exits-are-delayed-and-the-stock-market-reprices-tech/
[1] https://www.americanbanker.com/news/survey-preview-how-financial-services-companies-are-responding-to-coronavirus

Top Domains
Top Domains in Tweet in Entire Graph:
[1086] twitter.com
[211] thefinancialbrand.com
[200] forbes.com
[98] technation.io
[71] planetcompliance.com
[60] accenture.com
[58] mckinsey.com
[53] finextra.com
[48] thefintechtimes.com
[39] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[193] twitter.com
[158] thefinancialbrand.com
[104] forbes.com
[53] technation.io
[29] mckinsey.com
[29] thefintechtimes.com
[24] accenture.com
[22] bankinnovation.net
[22] fintechnews.ch
[19] digitalbankingreport.com

Top Domains in Tweet in G2:
[103] twitter.com
[31] forbes.com
[24] skurio.com
[16] nodexlgraphgallery.org
[12] weforum.org
[11] finextra.com
[11] darkreading.com
[10] technation.io
[9] icaew.com
[9] medium.com

Top Domains in Tweet in G3:
[152] twitter.com
[28] accenture.com
[24] technation.io
[22] forbes.com
[20] coverager.com
[20] mckinsey.com
[17] planetcompliance.com
[15] businessinsider.in
[15] techopedia.com
[13] insurancethoughtleadership.com

Top Domains in Tweet in G4:
[277] twitter.com
[32] forbes.com
[25] thefinancialbrand.com
[19] finextra.com
[16] crowdfundinsider.com
[12] flip.it
[12] pymnts.com
[10] seekingalpha.com
[10] bankingexchange.com
[10] fintechmagazine.com

Top Domains in Tweet in G5:
[49] twitter.com
[12] thefinancialbrand.com
[10] everestgrp.com
[10] statista.com
[4] accenture.com
[3] nodexlgraphgallery.org
[3] technation.io
[2] fintechnews.ch
[2] techopedia.com
[1] deloitte.com

Top Domains in Tweet in G6:
[121] twitter.com
[45] planetcompliance.com
[5] microsoft.com
[3] technation.io
[3] fastfuture.com
[2] pymnts.com
[2] forbes.com
[2] co.uk
[2] techopedia.com
[2] chyp.com

Top Domains in Tweet in G7:
[77] twitter.com
[8] paper.li
[4] postrecession.com
[3] co.uk
[3] thefinancialbrand.com
[2] radian6.com
[2] youtube.com
[2] paymentsjournal.com
[2] fintechfutures.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G8:
[10] twitter.com
[6] linkedin.com
[3] forbes.com
[1] mailchi.mp
[1] techopedia.com

Top Domains in Tweet in G9:
[11] twitter.com
[2] technation.io
[2] thefintechtimes.com
[1] vanrijmenam.nl
[1] techcrunch.com
[1] thefinancialbrand.com
[1] deloitte.com
[1] statista.com
[1] businessinsider.in
[1] everestgrp.com

Top Domains in Tweet in G10:
[5] twitter.com
[4] mabusagency.com
[4] thefinancialbrand.com
[2] nasdaq.com
[1] strategycorps.com
[1] forbes.com
[1] techcrunch.com
[1] americanbanker.com
[1] paper.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2211] fintech
[1791] finserv
[1017] ai
[826] insurtech
[742] startup
[725] banking
[649] innovation
[336] iot
[317] insurance
[247] tech



Top Hashtags in Tweet in G1:
[877] fintech
[578] finserv
[391] insurtech
[349] banking
[337] startup
[299] ai
[221] innovation
[183] insurance
[94] digital
[84] finance

Top Hashtags in Tweet in G2:
[319] ai
[314] fintech
[241] finserv
[209] iot
[186] robot
[102] tech
[98] security
[75] marketing
[72] banking
[71] bigdata

Top Hashtags in Tweet in G3:
[402] fintech
[286] insurtech
[266] startup
[260] innovation
[195] finserv
[185] ai
[89] insurance
[83] bigdata
[79] ml
[73] iot

Top Hashtags in Tweet in G4:
[355] fintech
[351] finserv
[182] banking
[85] ai
[56] innovation
[47] insurtech
[43] coronavirus
[38] startup
[36] digitalbanking
[27] tech

Top Hashtags in Tweet in G5:
[145] finserv
[91] ai
[90] fintech
[55] blockchain
[36] wealthtech
[36] agetech
[32] smartcontracts
[24] machinelearning
[24] technology
[22] insurtech

Top Hashtags in Tweet in G6:
[57] fintech
[57] finserv
[27] regtech
[21] regulation
[19] innovation
[17] compliance
[13] banking
[13] insurtech
[11] startup
[11] ai

Top Hashtags in Tweet in G7:
[58] finserv
[32] fintech
[9] banking
[7] ai
[5] startup
[4] globalization
[4] postrecession
[4] finlit
[3] innovation
[3] analytics

Top Hashtags in Tweet in G8:
[11] fintech
[11] lhoft
[9] finserv
[8] covid19
[6] workfromhome
[6] blockchain
[6] digitaltransformation
[4] banking
[3] ai
[3] wechat

Top Hashtags in Tweet in G9:
[14] ai
[14] fintech
[8] finserv
[6] startup
[6] insurtech
[5] financialservices
[3] ml
[2] blockchain
[2] insurance
[2] innovation

Top Hashtags in Tweet in G10:
[28] finserv
[14] fintech
[4] marketingstrategy
[4] btw2020
[3] fraud
[3] financialexploitation
[3] seniors
[2] data
[2] virtualconference
[2] digitaltransformation

Top Words
Top Words in Tweet in Entire Graph:
[3317] Words in Sentiment List#1: Positive
[1115] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[80788] Non-categorized Words
[85220] Total Words
[2211] #fintech
[1791] #finserv
[1205] gt
[1017] #ai
[826] #insurtech

Top Words in Tweet in G1:
[877] #fintech
[578] #finserv
[391] #insurtech
[347] #banking
[337] #startup
[316] albertogaruccio
[299] #ai
[241] jimmarous
[221] #innovation
[183] #insurance

Top Words in Tweet in G2:
[653] enricomolinari
[378] ty
[319] #ai
[314] #fintech
[278] gt
[241] #finserv
[209] #iot
[186] #robot
[186] ingliguori
[115] mikequindazzi

Top Words in Tweet in G3:
[402] #fintech
[286] #insurtech
[266] #startup
[260] #innovation
[232] albertogaruccio
[195] #finserv
[185] #ai
[89] #insurance
[84] top
[83] #bigdata

Top Words in Tweet in G4:
[355] #fintech
[351] #finserv
[227] gt
[182] #banking
[151] ralexjimenez
[90] banks
[85] #ai
[72] mikequindazzi
[65] financial
[56] #innovation

Top Words in Tweet in G5:
[474] gt
[162] antgrasso
[145] #finserv
[145] services
[129] mikequindazzi
[117] financial
[91] #ai
[90] #fintech
[82] customers
[73] finance

Top Words in Tweet in G6:
[118] top
[112] regtech
[108] well
[104] done
[76] compliance
[76] 50
[76] week's
[73] planet
[64] planetcomplianc
[62] influencers

Top Words in Tweet in G7:
[58] #finserv
[32] #fintech
[25] gt
[11] financial
[11] banking
[9] #banking
[8] daily
[8] services
[7] #ai
[6] top

Top Words in Tweet in G8:
[15] the_lhoft
[14] virus
[13] startup
[11] #fintech
[11] #lhoft
[9] #finserv
[8] #covid19
[7] survival
[7] strategy
[7] worldwide

Top Words in Tweet in G9:
[41] theaibook
[39] happy
[39] share
[39] good
[39] news
[39] co
[39] author
[39] published
[39] wiley_finance
[30] april

Top Words in Tweet in G10:
[28] #finserv
[14] #fintech
[13] psb_dc
[11] financial
[8] banks
[7] beyondthearc
[7] banking
[6] help
[6] clagett
[5] content

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[792] gt,gt
[583] #fintech,#insurtech
[485] #insurtech,#startup
[448] #fintech,#finserv
[386] #startup,#innovation
[216] #innovation,#finserv
[200] financial,services
[175] #fintech,#banking
[170] well,done
[164] #ai,#iot

Top Word Pairs in Tweet in G1:
[232] #fintech,#insurtech
[214] #insurtech,#startup
[187] #fintech,#finserv
[163] #startup,#innovation
[98] #innovation,#finserv
[95] #fintech,firms
[91] firms,providing
[88] list,#fintech
[87] #fintech,#banking
[84] providing,free

Top Word Pairs in Tweet in G2:
[182] gt,gt
[106] #ai,#iot
[105] ty,mashable
[104] mashable,enricomolinari
[93] enricomolinari,#ai
[75] #robot,lift
[75] lift,more
[75] more,100x
[75] 100x,weight
[75] weight,ty

Top Word Pairs in Tweet in G3:
[246] #fintech,#insurtech
[188] #insurtech,#startup
[165] #startup,#innovation
[96] #innovation,#finserv
[68] #ml,#fintech
[54] #innovation,#fintech
[52] well,done
[44] gt,gt
[36] #insurance,#startup
[36] #deeplearning,#bigdata

Top Word Pairs in Tweet in G4:
[150] gt,gt
[90] #fintech,#finserv
[66] #finserv,#banking
[36] #banking,#finserv
[32] financial,services
[32] #fintech,#insurtech
[30] mikequindazzi,gt
[26] #insurtech,#startup
[22] #fintech,#banking
[21] #fintech,apps

Top Word Pairs in Tweet in G5:
[310] gt,gt
[80] financial,services
[63] products,services
[58] customer,experience
[56] non,banks
[55] banks,becoming
[55] becoming,leaders
[55] leaders,market
[55] market,emphasis
[55] emphasis,providing

Top Word Pairs in Tweet in G6:
[104] well,done
[73] planet,compliance
[73] compliance,top
[73] top,50
[73] 50,regtech
[62] regtech,influencers
[45] week's,planet
[40] top,100
[38] regtech,top
[31] week's,regtech

Top Word Pairs in Tweet in G7:
[17] #fintech,#finserv
[17] gt,gt
[5] financial,services
[5] financial,institutions
[4] #finserv,#fintech
[4] daily,#fintech
[4] #globalization,#postrecession
[4] #postrecession,brand
[4] brand,accordingly
[4] accordingly,#fintech

Top Word Pairs in Tweet in G8:
[7] virus,survival
[7] survival,strategy
[7] strategy,startup
[7] startup,#covid19
[7] #covid19,virus
[7] virus,worldwide
[7] worldwide,pandemic
[7] pandemic,re
[7] re,leading
[6] the_lhoft,virus

Top Word Pairs in Tweet in G9:
[39] happy,share
[39] share,good
[39] good,news
[39] news,co
[39] co,author
[39] author,theaibook
[39] theaibook,published
[39] published,wiley_finance
[30] wiley_finance,april
[21] april,th

Top Word Pairs in Tweet in G10:
[7] #fintech,#finserv
[5] financial,firms
[5] firms,deemed
[5] deemed,'essential'
[5] 'essential',more
[4] looks,timely
[4] timely,content
[4] content,joshmabus
[4] joshmabus,johnoxford1
[4] johnoxford1,#finserv

Top Replied-To
Top Replied-To in Entire Graph:
@dfv_ag
@fastcompany
@neirajones
@pbarnert
@capital_finserv
@jimmarous
@oscarjofre
@kenoconnordata
@markgossin
@davidbundirisk

Top Replied-To in G1:
@dfv_ag
@jimmarous
@aon_plc

Top Replied-To in G2:
@docassar
@fmfrancoise
@enricomolinari
@uitsteln
@metoscm
@techpearce2
@stratorob
@chidambara09

Top Replied-To in G3:
@fastcompany
@albertogaruccio

Top Replied-To in G6:
@kvanderhoydonk
@maxjcm
@ursbolt
@bristowcolin
@psb_dc
@damien_cabadi
@efipm
@heavens_lucy
@tunstallasc
@scottzoldi

Top Replied-To in G10:
@littletonisacco
@mastercard
@jillcastilla

Top Mentioned
Top Mentioned in Entire Graph:
@albertogaruccio
@enricomolinari
@jimmarous
@spirosmargaris
@mikequindazzi
@ralexjimenez
@antgrasso
@financialbrand
@mashable
@rshevlin

Top Mentioned in G1:
@albertogaruccio
@jimmarous
@spirosmargaris
@financialbrand
@lutzkiesewetter
@rshevlin
@brettking
@dfv_ag
@maxjcm
@psb_dc

Top Mentioned in G2:
@enricomolinari
@mashable
@ingliguori
@chidambara09
@nowthisnews
@mikequindazzi
@realtechmatters
@wef
@albertogaruccio
@bristowcolin

Top Mentioned in G3:
@albertogaruccio
@fisher85m
@ravikikan
@spirosmargaris
@andi_staub
@nicolas2pinto
@psb_dc
@finmktg
@jblefevre60
@coverager

Top Mentioned in G4:
@ralexjimenez
@albertogaruccio
@forbes
@nicolas2pinto
@jimmarous
@financialbrand
@getmoven
@mikequindazzi
@spirosmargaris
@finextra

Top Mentioned in G5:
@antgrasso
@mikequindazzi
@lindagrass0
@forbes
@gomedici
@101blockchains
@jimmarous
@gersonrolim
@albertogaruccio

Top Mentioned in G6:
@planetcomplianc
@jochenheussner
@albertogaruccio
@sphonic
@jimmarous
@mscloud
@nicolas2pinto
@bamitav
@efipm
@provokemgmt

Top Mentioned in G7:
@protiviti
@rfpioinc
@informerhq

Top Mentioned in G8:
@the_lhoft
@vnx_io
@pwc_luxembourg
@siliconlux
@compellio
@lendinvest
@alvinfoo
@walkthechat
@rshevlin
@101blockchains

Top Mentioned in G9:
@theaibook
@wiley_finance
@aaronolmos
@albertogaruccio
@sussenglish
@davidgyori1
@yvonmoysan
@rotzettep
@pardoe_ai
@santchiweb

Top Mentioned in G10:
@psb_dc
@beyondthearc
@clagett
@strategycorps
@joshmabus
@johnoxford1
@jimmarous
@mx
@un_gray
@l

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@annemariayritys
@chidambara09
@clairebotai
@evankirstel
@deejayiwan
@chrisifg
@cybersec_feeds
@ottlegalrebels

Top Tweeters in G1:
@clairebotai
@evankirstel
@cybersec_feeds
@ottlegalrebels
@kotaknaren
@santchiweb
@msrock4ever
@tess_blue815
@lelkan
@akwyz

Top Tweeters in G2:
@jornalistavitor
@sectest9
@annemariayritys
@chidambara09
@swissbusiness
@gedespi
@theofficialsbi
@calcaware
@nicochan33
@mashable

Top Tweeters in G3:
@deejayiwan
@chrisifg
@billnigh
@nancyrubin
@data_nerd
@zenon8703
@yvesmulkers
@fastcompany
@7wdata
@jacobussystems

Top Tweeters in G4:
@fintechna
@femtech_
@andrewmorrisuk
@cnbc
@zdnet
@freshsalis
@b2community
@serverlessfan
@metropulseusa
@enriquen

Top Tweeters in G5:
@trippbraden
@nomoreslaves
@vivmilano
@forbes
@justbementalist
@merckxcycling
@nubiaredondo
@mench90
@ccprakay
@startup_nerd

Top Tweeters in G6:
@zimei_no_ri
@drferdowsi
@kaylaburrows2
@tirukuralkaram
@daviddoughty
@dgwbirch
@oscarjofre
@stevewal63
@scoshield
@corpgovuk

Top Tweeters in G7:
@iam__network
@thestartupper
@allstartupsin
@postrecession
@bionicsocialite
@gtp_global
@imashutoshps
@liseeng
@andresvarela
@btcnasia

Top Tweeters in G8:
@thomaspower
@kuriharan
@dinisguarda
@topcybernews
@mclynd
@chboursin
@alvinfoo
@cgledhill
@marycarey9
@jspadoan

Top Tweeters in G9:
@pardoe_ai
@biznessreporter
@datafloq
@chiri_24
@max_lyashko
@aaronolmos
@vanrijmenam
@sfmagus
@ieseg
@guimanosalvagar

Top Tweeters in G10:
@clagett
@mastercard
@jillcastilla
@roamthedomes
@finovate
@beyondthearc
@mariarajakallio
@harry_sabharwal
@cutechnews
@jentescher