#FinServ, Twitter, 7/19/2020 6:33:08 PM, 230828


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#FinServ_2020-07-18_19-53-24.xlsx
#FinServ_2020-07-18_19-53-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 19, 2020
Short Description:
#FinServ via NodeXL https://bit.ly/3hjP5NR
@enricomolinari
@spirosmargaris
@jimmarous
@psb_dc
@ottlegalrebels
@interfima
@ralexjimenez
@antgrasso
@albertogaruccio
@the_lhoft

Top hashtags:
#finserv
#fintech
#banking
#ai
#innovation
#startup
#payments

Description:
Description
The graph represents a network of 2,490 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, 19 July 2020 at 03:01 UTC.

The requested start date was Sunday, 19 July 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 10-day, 7-hour, 43-minute period from Wednesday, 08 July 2020 at 16:01 UTC to Saturday, 18 July 2020 at 23:45 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 : 2490
Unique Edges : 3543
Edges With Duplicates : 9705
Total Edges : 13248
Number of Edge Types : 5
Mentions : 2709
Retweet : 3476
MentionsInRetweet : 6219
Tweet : 777
Replies to : 67
Self-Loops : 893
Reciprocated Vertex Pair Ratio : 0.0425960087204427
Reciprocated Edge Ratio : 0.0817114363841081
Connected Components : 202
Single-Vertex Connected Components : 139
Maximum Vertices in a Connected Component : 2107
Maximum Edges in a Connected Component : 12473
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.681332
Graph Density : 0.00100312862538946
Modularity : 0.318881
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 2,490 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, 19 July 2020 at 03:01 UTC.

The requested start date was Sunday, 19 July 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 10-day, 7-hour, 43-minute period from Wednesday, 08 July 2020 at 16:01 UTC to Saturday, 18 July 2020 at 23:45 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".

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:
[85] https://www.everestgrp.com/2019-05-consumers-are-increasingly-demanding-a-super-banking-experience-market-insights-50112.html/
[81] https://www.statista.com/study/46031/insurtech/?utm_content=buffer5908f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[51] https://thefinancialbrand.com/91892/financial-banking-distribution-channels-branch-trends/?smedia-twt-jm
[44] https://www.engage-innovate.com/reports/transformational-company-2/?__ca__chat=VKMbfGlgMiI6
[43] https://www.pwc.co.uk/industries/financial-services/insights/cbi-pwc-financial-services-survey.html?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND7-TTA9_CBISurvey-pwc-q2-20-tw
[37] https://www.planetcompliance.com/2020/01/08/the-regtech-top-100-2020-edition/
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230248
[36] https://www.planetcompliance.com/2017/06/23/planet-compliance-top-50-regtech-influencers/
[32] https://www.financialexpress.com/opinion/banking-on-ai-the-time-is-ripe-for-indian-banks-to-embrace-artificial-intelligence/2017963/?utm_content=buffer661fe&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[32] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230519

Top URLs in Tweet in G1:
[29] https://thefinancialbrand.com/91892/financial-banking-distribution-channels-branch-trends/?smedia-twt-jm
[25] https://thefinancialbrand.com/91748/innovation-influencer-fintech-disuption-financial-marketing/?smedia-twt-jm
[23] https://thefinancialbrand.com/93422/digital-banking-transformation-success-failure-tony-saldanha-podcast/?smedia-twt-jm
[22] https://thefinancialbrand.com/98163/digital-banking-leadership-culture-challenges-covid-future/?smedia-twt-jm
[21] https://thefinancialbrand.com/71733/four-pillars-of-digital-transformation-banking-strategy/?smedia-twt-jm
[21] https://www.wealthmorning.com/2020/07/09/632385/6-things-to-keep-in-mind-when-starting-a-fintech-company/
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230519
[21] https://thefinancialbrand.com/96748/future-of-work-banking-technology-covid-coronavirus-trends/
[20] https://advisor.visualcapitalist.com/asset-class-risk-and-return/?utm_content=buffera97f6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[20] https://www.digitalbankingreport.com/trends/2019-financial-marketing-trends/?smedia-twt-jm

Top URLs in Tweet in G2:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230248
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229246
[5] https://www.theawardsmagazine.com/top-women-in-tech-influencers/?utm_content=buffer61902&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.statista.com/study/46031/insurtech/?utm_content=buffer5908f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.artiba.org/blog/rethinking-ai-as-the-future-of-the-financial-services-industry
[4] https://www.wealthmorning.com/2020/07/09/632385/6-things-to-keep-in-mind-when-starting-a-fintech-company/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230519
[3] https://www.forbes.com/sites/forbesfinancecouncil/2020/07/13/ai-in-lending-fad-or-future/?utm_content=buffer3ab0f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#78a74cdc47c5
[3] https://www.brookings.edu/research/reducing-bias-in-ai-based-financial-services/?utm_content=buffer1e4f6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.engage-innovate.com/reports/transformational-company-2/?__ca__chat=VKMbfGlgMiI6

Top URLs in Tweet in G3:
[21] https://www.securities.io/what-is-fintech/
[15] https://www.financialexpress.com/opinion/banking-on-ai-the-time-is-ripe-for-indian-banks-to-embrace-artificial-intelligence/2017963/?utm_content=buffer661fe&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://venturebeat.com/2020/07/15/how-chase-is-using-ai-to-update-banking/
[13] https://www.technative.io/cloud-technology-keeping-the-financial-wheels-turning/
[12] https://www.cnbc.com/2020/07/09/fintech-disruptor-sofi-wants-to-become-a-national-bank-again.html
[12] https://autome.me/how-is-banking-automation-disrupting-the-financial-sector/
[10] https://www.digitalmarketnews.com/online-id-verification-a-primer-for-fintech-businesses/
[10] https://www.wsj.com/articles/this-is-not-a-normal-recession-banks-ready-for-wave-of-coronavirus-defaults-11594746008?mod=hp_lead_pos1
[9] https://101blockchains.com/blockchain-oracles/
[9] https://techmeru.com/singapore-blockchain-payment-project-ready-for-commercialization/

Top URLs in Tweet in G4:
[72] https://www.everestgrp.com/2019-05-consumers-are-increasingly-demanding-a-super-banking-experience-market-insights-50112.html/
[65] https://www.statista.com/study/46031/insurtech/?utm_content=buffer5908f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[27] https://www.engage-innovate.com/reports/transformational-company-2/?__ca__chat=VKMbfGlgMiI6
[18] https://thefinancialbrand.com/91892/financial-banking-distribution-channels-branch-trends/?smedia-twt-jm
[11] https://www.majesco.com/auto-insurance-and-the-rise-of-mobility-ecosystems/?utm_campaign=Insurtech&utm_medium=email&utm_source=Revue%20newsletter
[10] https://www.everestgrp.com/2019-12-customer-journey-mapping-in-banking-three-case-studies-results-market-insights-52187.html/
[9] https://insurtechtribe.substack.com/p/blitzscaling-insurance-with-acko?utm_campaign=Insurtech&utm_medium=email&utm_source=Revue%20newsletter
[9] https://www.thinksys.com/cloud/distributed-cloud-why-should-enterprises-care/
[8] https://makethingsfinn.com/resources/blog/research-forrester-autonomous-payment-finance
[8] https://informaconnect.com/finovatefall/the-future-of-finance-is-digital/

Top URLs in Tweet in G5:
[5] https://www.pwc.co.uk/industries/financial-services/insights/cbi-pwc-financial-services-survey.html?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND7-TTA9_CBISurvey-pwc-q2-20-tw
[5] https://www.consultancy.eu/news/4523/covid-19-crisis-also-an-opportunity-for-fintechs-says-bcg?utm_content=buffer70932&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.darkreading.com/risk/fresh-options-for-fighting-fraud-in-financial-services/a/d-id/1338249
[2] http://r.socialstudio.radian6.com/974af32e-a57b-42e2-91d2-d9bd09c3bd8a
[2] http://r.socialstudio.radian6.com/46ffbe79-cee6-49fe-a18e-50a478307206
[2] https://uplandsoftware.com/localytics/resources/blog/how-localized-engagement-can-benefit-financial-service-brands-personalization-strategy/
[2] https://truchoicefinancial.com/
[1] https://www.kasasa.com/articles/your-marketing-matters-more-than-ever?utm_content=133898334&utm_medium=social&utm_source=twitter&hss_channel=tw-29452150
[1] https://thefinancialbrand.com/97672/marcus-goldman-sachs-branding-marketing-growth-trends-dustin-cohn-podcast-interview/
[1] https://home.kpmg/ca/en/blogs/home/posts/2020/06/banking-in-a-post-covid-world-new-trends-and-expectations.html

Top URLs in Tweet in G6:
[38] https://www.pwc.co.uk/industries/financial-services/insights/cbi-pwc-financial-services-survey.html?WT.mc_id=CT1-PL52-DM2-TR3-LS4-ND7-TTA9_CBISurvey-pwc-q2-20-tw
[10] https://irishtechnews.ie/?p=113199
[10] https://www.pwc.co.uk/industries/insurance.html?WT.mc_id=CT1-PL52-DM2-TR3-LS40-ND7-TTAT3-CN_FSAnnouncements-FS20203
[5] https://couponos.ooo/coupons/master-modern-security-and-cryptography-by-coding-in-python/
[4] https://couponos.ooo/coupons/comptia-pentest-ethical-hacking-course-practice-exam/
[3] https://snyk.io/blog/navigate-3-trends-in-financial-services-with-devsecops/?utm_content=bufferdd317&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230519
[2] https://twitter.com/thinkadvisor/status/1282053677033885696
[2] https://blog.spectronics.co.uk/news/why_the_right_msp_can_improve_your_security_and_productivity
[2] https://go.aisww.com/thinkadvisor-laserfiche-webcast

Top URLs in Tweet in G7:
[5] https://www.intersystems.com/data-excellence-blog/how-data-bolsters-the-worlds-top-banks/
[2] https://etfdb.com/disruptive-technology-channel/shifting-habits-pave-way-for-long-term-fintech-benefit
[2] https://www.intersystems.com/data-excellence-blog/the-future-of-electronic-equities-trading/
[1] https://knowledge.insead.edu/marketing/what-drives-consumers-to-share-online-content-14526
[1] https://go.forrester.com/blogs/go-beyond-surveys-in-cx-learn-from-two-practitioners-experiences/
[1] https://www.antfin.com/newsDetail.htm?id=5efb133b6dd7cf0506d46a3a
[1] https://blog.beaconstac.com/2019/12/qr-code-statistics/#Chapter-2:-QR-Code-payments-
[1] https://twitter.com/i/web/status/1282199771076337664
[1] https://infogram.com/most-finance-app-downloads-since-2015-1hkv2ngdd3nn6x3
[1] https://spendmenot.com/top-rd-spenders/

Top URLs in Tweet in G8:
[3] https://www.darkreading.com/risk/fresh-options-for-fighting-fraud-in-financial-services/a/d-id/1338249
[1] https://cdw.voicestorm.com/Article/Redirect/d5cf2ad1-b100-484d-8546-0ba2b0f3ac88?uc=1002&g=4dad1918-0882-4df1-b7ef-d9b438e0f7bc&f=379556
[1] https://cdw.voicestorm.com/Article/Redirect/f6160930-8b8b-410e-9a5a-1354cd0c0d3b?uc=1002&g=258739c3-97d4-4774-b132-3deff5c32172&f=381411
[1] https://cdw.voicestorm.com/Article/Redirect/67f01fba-6b86-4214-bf91-6a52845e44dc?uc=1002&g=ab7929ea-c5f5-41f8-a0d7-26cb62feeb31&f=382005
[1] https://www2.deloitte.com/global/en/pages/financial-services/articles/managing-risk-to-get-fit-for-a-digital-future.html?id=gx:2sm:3tw:4DigitalRisk_FS_062020::6fsi:20200713165500::3459418886:5&utm_source=tw&utm_campaign=DigitalRisk_FS_062020&utm_content=fsi&utm_medium=social&linkId=92392020
[1] https://www2.deloitte.com/global/en/pages/financial-services/articles/realizing-the-digital-promise-covid-19-catalyzes-and-accelerates-transformation.html?id=gx:2sm:3tw:4IIF_C19SupDT_2020::6fsi:20200708120000:COVID-19:3473866362:5&utm_source=tw&utm_campaign=IIF_C19SupDT_2020&utm_content=fsi&utm_medium=social&linkId=93132268
[1] https://thefinancialbrand.com/97672/marcus-goldman-sachs-branding-marketing-growth-trends-dustin-cohn-podcast-interview/
[1] https://blogs.deloitte.ch/banking/2020/06/covid-19-digitally-enabled-wealth-managers-will-lead-the-way-in-the-new-normal-.html
[1] https://www.barrons.com/articles/the-wealth-management-industry-may-need-to-reevaluate-business-models-01592523574
[1] https://builtformars.co.uk/banks/opening/

Top URLs in Tweet in G9:
[24] https://twitter.com/smith_adira
[13] https://community.nasscom.in/communities/digital-transformation/fintech/insurtech-5-trends-that-will-redefine-the-industry-in-the-covid-era.html
[3] https://twitter.com/enricomolinari
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230248
[1] https://twitter.com/JochenHeussner
[1] https://www.planetcompliance.com/2017/06/23/planet-compliance-top-50-regtech-influencers/
[1] https://twitter.com/albertogaruccio
[1] https://www.engage-innovate.com/reports/transformational-company-2/?__ca__chat=VKMbfGlgMiI6
[1] https://twitter.com/i/web/status/1283783823755378688
[1] https://twitter.com/i/web/status/1283642672872255488

Top URLs in Tweet in G10:
[2] https://pivotassets.substack.com/p/focus-on-who-votes
[2] https://www.youtube.com/watch?v=-xjExPB1u7U&feature=youtu.be

[1] https://twitter.com/psb_dc/status/1281181419742658560
[1] https://twitter.com/cnbc/status/1281319657086111745
[1] https://www.digitalbankingreport.com/trends/2019-financial-marketing-trends/?smedia-twt-jm
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230519
[1] https://twitter.com/badassbanking/status/1283903477694050311
[1] https://www.forbes.com/sites/forbesfinancecouncil/2020/07/17/data-the-key-to-unlocking-a-personalized-digital-experience/#2eafa76e4585
[1] https://www.engage-innovate.com/reports/transformational-company-2/?__ca__chat=VKMbfGlgMiI6
[1] https://twitter.com/i/web/status/1283903477694050311

Top Domains
Top Domains in Tweet in Entire Graph:
[463] twitter.com
[260] thefinancialbrand.com
[101] everestgrp.com
[88] forbes.com
[86] planetcompliance.com
[84] statista.com
[82] co.uk
[77] nodexlgraphgallery.org
[57] finextra.com
[48] voicestorm.com

Top Domains in Tweet in G1:
[192] thefinancialbrand.com
[74] twitter.com
[42] forbes.com
[39] nodexlgraphgallery.org
[37] digitalbankingreport.com
[24] finextra.com
[21] wealthmorning.com
[20] visualcapitalist.com
[19] techcrunch.com
[18] brookings.edu

Top Domains in Tweet in G2:
[24] twitter.com
[22] nodexlgraphgallery.org
[7] thefinancialbrand.com
[5] theawardsmagazine.com
[5] forbes.com
[5] statista.com
[5] artiba.org
[4] wealthmorning.com
[4] pymnts.com
[4] internationalbanker.com

Top Domains in Tweet in G3:
[65] twitter.com
[27] forbes.com
[23] pymnts.com
[21] thefinancialbrand.com
[21] securities.io
[17] venturebeat.com
[16] cnbc.com
[15] crowdfundinsider.com
[15] digitalmarketnews.com
[15] financialexpress.com

Top Domains in Tweet in G4:
[87] everestgrp.com
[65] statista.com
[28] thefinancialbrand.com
[27] engage-innovate.com
[20] twitter.com
[11] majesco.com
[10] getrevue.co
[10] accenture.com
[9] substack.com
[9] thinksys.com

Top Domains in Tweet in G5:
[65] twitter.com
[12] paper.li
[11] voicestorm.com
[5] linkedin.com
[5] co.uk
[5] consultancy.eu
[5] femxadvisor.com
[4] radian6.com
[3] darkreading.com
[3] thefinancialbrand.com

Top Domains in Tweet in G6:
[53] co.uk
[32] twitter.com
[10] irishtechnews.ie
[9] couponos.ooo
[4] nodexlgraphgallery.org
[3] snyk.io
[3] businessinsider.com
[3] crmscience.com
[2] aisww.com
[1] abc7chicago.com

Top Domains in Tweet in G7:
[12] twitter.com
[7] intersystems.com
[3] co.uk
[2] bcg.com
[2] slideshare.net
[2] ey.com
[2] etfdb.com
[1] insead.edu
[1] forrester.com
[1] antfin.com

Top Domains in Tweet in G8:
[36] voicestorm.com
[12] twitter.com
[3] darkreading.com
[2] deloitte.com
[2] iif.com
[1] thefinancialbrand.com
[1] deloitte.ch
[1] barrons.com
[1] co.uk
[1] fintechmagazine.com

Top Domains in Tweet in G9:
[31] twitter.com
[13] nasscom.in
[3] nodexlgraphgallery.org
[1] planetcompliance.com
[1] engage-innovate.com

Top Domains in Tweet in G10:
[6] twitter.com
[3] youtube.com
[2] substack.com
[1] digitalbankingreport.com
[1] nodexlgraphgallery.org
[1] forbes.com
[1] engage-innovate.com
[1] strategycorps.com
[1] americanbanker.com
[1] 11fs.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2517] finserv
[2026] fintech
[877] banking
[583] ai
[421] innovation
[321] startup
[262] payments
[226] digitaltransformation
[210] banks
[200] insurtech



Top Hashtags in Tweet in G1:
[750] finserv
[706] fintech
[340] banking
[214] ai
[127] payments
[122] digitaltransformation
[95] startup
[82] innovation
[68] banks
[66] regulation

Top Hashtags in Tweet in G2:
[272] fintech
[249] finserv
[117] ai
[92] paytech
[59] blockchain
[40] banking
[40] marketing
[40] iot
[38] top50
[38] data

Top Hashtags in Tweet in G3:
[461] finserv
[455] fintech
[267] banking
[118] ai
[73] blockchain
[71] digitalbanking
[58] payments
[55] digitaltransformation
[55] banks
[50] covid19

Top Hashtags in Tweet in G4:
[163] fintech
[146] finserv
[97] startup
[94] innovation
[85] insurtech
[69] ai
[41] artificialintelligence
[35] banking
[33] insurance
[24] blockchain

Top Hashtags in Tweet in G5:
[153] finserv
[39] fintech
[21] banking
[14] finance
[11] cdwsocial
[9] moneyslave
[8] covid19
[7] findom
[7] bdsm
[7] mistress

Top Hashtags in Tweet in G6:
[112] finserv
[39] cbipwc
[22] fintech
[12] banking
[12] insurance
[10] google
[10] finance
[10] regtech
[9] livewebcast
[8] salesforce

Top Hashtags in Tweet in G7:
[46] finserv
[44] fintech
[41] banking
[36] banks
[24] innovation
[24] us
[23] technology
[23] venmo
[22] data
[21] cx

Top Hashtags in Tweet in G8:
[67] finserv
[37] cdwsocial
[10] fintech
[6] covid19
[5] financialinstitutions
[5] digitalrisk
[4] ai
[4] artificialintelligence
[4] 5g
[3] innovation

Top Hashtags in Tweet in G9:
[87] digitalmarketing
[87] growthhacking
[65] infographic
[64] mpgvip
[64] defstar5
[64] makeyourownlane
[63] seo
[60] startup
[36] productivity
[28] history

Top Hashtags in Tweet in G10:
[61] finserv
[32] fintech
[6] ai
[6] thebreakfastshow
[5] investing
[4] banks
[4] trading
[4] stocks
[3] innovation
[3] cardiff

Top Words
Top Words in Tweet in Entire Graph:
[2525] #finserv
[2027] #fintech
[873] #banking
[745] financial
[621] enricomolinari
[619] banking
[577] #ai
[538] gt
[432] spirosmargaris
[425] services

Top Words in Tweet in G1:
[757] #finserv
[704] #fintech
[340] #banking
[314] spirosmargaris
[289] jimmarous
[234] banking
[218] psb_dc
[214] financial
[213] #ai
[187] digital

Top Words in Tweet in G2:
[397] enricomolinari
[277] #fintech
[255] #finserv
[248] ty
[113] #ai
[89] #paytech
[59] #blockchain
[48] future
[45] influencer
[43] global

Top Words in Tweet in G3:
[459] #finserv
[455] #fintech
[268] #banking
[158] the_lhoft
[117] #ai
[107] banking
[104] financial
[83] ralexjimenez
[80] salahkhawaja
[73] #blockchain

Top Words in Tweet in G4:
[424] gt
[316] antgrasso
[200] financial
[194] banking
[163] #fintech
[152] managing
[151] link
[146] #finserv
[100] services
[96] #startup

Top Words in Tweet in G5:
[152] #finserv
[44] financial
[39] #fintech
[24] services
[21] #banking
[21] gt
[19] more
[14] #finance
[13] business
[12] 2020

Top Words in Tweet in G6:
[112] #finserv
[76] financial
[69] cbi
[66] services
[62] 2020
[61] pwc_uk
[57] q2
[53] survey
[48] pwc
[41] results

Top Words in Tweet in G7:
[46] #finserv
[44] #fintech
[41] #banking
[36] #banks
[34] davidjmaireles
[30] more
[24] #innovation
[24] #us
[23] #technology
[23] #venmo

Top Words in Tweet in G8:
[66] #finserv
[42] more
[37] #cdwsocial
[21] help
[21] virtual
[20] cioonline
[18] financial
[16] needs
[16] banking
[15] customers

Top Words in Tweet in G9:
[87] #digitalmarketing
[87] #growthhacking
[65] #infographic
[64] #mpgvip
[64] #defstar5
[64] #makeyourownlane
[61] #seo
[60] #startup
[36] #productivity
[34] dylanca34906535

Top Words in Tweet in G10:
[61] #finserv
[32] #fintech
[13] clagett
[10] psb_dc
[10] buy
[9] patricksellsqb
[8] talking
[8] badassbanking
[8] jameswtmarshall
[7] cc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[978] #fintech,#finserv
[391] financial,services
[369] #finserv,#banking
[307] gt,gt
[180] link,gt
[169] financial,institutions
[158] enricomolinari,#fintech
[149] #finserv,#fintech
[147] #fintech,#banking
[147] #finserv,#ai

Top Word Pairs in Tweet in G1:
[362] #fintech,#finserv
[116] #finserv,#banking
[115] financial,services
[69] #finserv,#ai
[65] #business,#devops
[65] #devops,#fintech
[64] #finserv,#fintech
[58] digital,transformation
[54] financialbrand,spirosmargaris
[53] decade,financialbrand

Top Word Pairs in Tweet in G2:
[129] #fintech,#finserv
[112] enricomolinari,#fintech
[39] #finserv,#ai
[33] congrats,#top50
[33] #womenintech,influencer
[33] future,greater
[33] greater,pink
[33] pink,power
[33] power,ty
[33] ty,magazineawards

Top Word Pairs in Tweet in G3:
[266] #fintech,#finserv
[187] #finserv,#banking
[40] #digitaltransformation,#fintech
[39] financial,services
[32] ty,mt
[32] #finserv,#cryptocurrency
[26] #digitalbanking,#fintech
[24] #finserv,#fintech
[23] #ai,#fintech
[21] covid,19

Top Word Pairs in Tweet in G4:
[245] gt,gt
[147] link,gt
[100] financial,services
[93] financial,institutions
[86] banking,financial
[86] services,deploying
[86] deploying,smart
[86] smart,contracts
[86] contracts,managing
[86] managing,standard

Top Word Pairs in Tweet in G5:
[23] #fintech,#finserv
[22] financial,services
[13] gt,gt
[9] #finserv,#banking
[9] #finserv,#fintech
[9] pwc,cbi
[9] cbi,q2
[9] q2,2020
[9] 2020,financial
[8] #finserv,#finance

Top Word Pairs in Tweet in G6:
[62] financial,services
[57] q2,2020
[53] services,survey
[53] cbi,q2
[48] 2020,financial
[38] pwc,cbi
[36] #cbipwc,#finserv
[31] pwc_uk,cbi
[20] insurance,leader
[19] role,pwc_uk

Top Word Pairs in Tweet in G7:
[28] #fintech,#finserv
[21] #cashapp,#paypal
[21] #paypal,#venmo
[21] #venmo,credit
[21] credit,karma
[21] karma,downloaded
[21] downloaded,more
[21] more,times
[21] times,rest
[21] rest,#us

Top Word Pairs in Tweet in G8:
[15] customers,turning
[15] turning,more
[15] more,more
[15] more,virtual
[15] virtual,assistants
[15] assistants,chatbots
[15] chatbots,help
[15] help,banking
[15] banking,needs
[15] needs,cioonline

Top Word Pairs in Tweet in G9:
[87] #digitalmarketing,#growthhacking
[64] #mpgvip,#defstar5
[64] #defstar5,#makeyourownlane
[61] #makeyourownlane,#seo
[59] #growthhacking,#startup
[59] #startup,#mpgvip
[36] #infographic,#productivity
[36] #productivity,#digitalmarketing
[34] dylanca34906535,#infographic
[29] #infographic,#digitalmarketing

Top Word Pairs in Tweet in G10:
[22] #fintech,#finserv
[7] #finserv,#fintech
[6] live,streaming
[6] streaming,#thebreakfastshow
[6] #thebreakfastshow,linkedin
[6] linkedin,alexreddish
[6] alexreddish,cco
[6] cco,tribepayments
[6] tribepayments,speaking
[5] fintechinsiders,live

Top Replied-To
Top Replied-To in Entire Graph:
@kenoconnordata
@bristowcolin
@markgossin
@pbarnert
@scottzoldi
@stevewal63
@tunstallasc
@kvanderhoydonk
@davidbundirisk
@capital_finserv

Top Replied-To in G1:
@urvashiprakash

Top Replied-To in G2:
@helene_wpli

Top Replied-To in G4:
@techstars

Top Replied-To in G6:
@chrisblec
@databricks
@mshodl

Top Replied-To in G8:
@deloitte
@amazon

Top Replied-To in G10:
@stessacohen
@sarahsnellcooke
@jameswtmarshall
@carlquintanilla
@cnbc
@clagett

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@spirosmargaris
@antgrasso
@jimmarous
@psb_dc
@financialbrand
@ralexjimenez
@the_lhoft
@albertogaruccio
@mikequindazzi

Top Mentioned in G1:
@spirosmargaris
@jimmarous
@psb_dc
@financialbrand
@xbond49
@enricomolinari
@ralexjimenez
@brettking
@albertogaruccio
@cherylnash2

Top Mentioned in G2:
@enricomolinari
@spirosmargaris
@magazineawards
@xbond49
@visualcap
@venturescanner
@albertogaruccio
@nodexl
@antgrasso
@psb_dc

Top Mentioned in G3:
@the_lhoft
@ralexjimenez
@salahkhawaja
@enricomolinari
@observatore2
@forbes
@101blockchains
@spirosmargaris
@automeme
@pymnts

Top Mentioned in G4:
@antgrasso
@everestgroup
@an
@albertogaruccio
@mikequindazzi
@ever
@statistacharts
@agrassoblog
@jimmarous
@guidokerkhof

Top Mentioned in G5:
@strands
@ceridian

Top Mentioned in G6:
@pwc_uk
@thomsc
@alexbertolotti
@ottlegalrebels
@randpwealth
@rrobasciotti
@thinkadvisor
@newcoupon2
@andymoorepwc
@aisww

Top Mentioned in G7:
@davidjmaireles
@intersystems
@ralexjimenez
@ltabb
@creditsuisse
@joelichtenberg
@thetomcastles
@jackmurtha
@jimmarous
@bcg

Top Mentioned in G8:
@cioonline
@deloitte
@biztechmagazine
@zdnet
@googlecloud
@iif
@goldmansachs
@ursbolt
@augmentumf
@cdw_finance

Top Mentioned in G9:
@dylanca34906535
@iam__network
@andreapaci90
@shivani39026303
@vinod1975
@shicooks
@achyutaghosh
@mikequindazzi
@smith_adira

Top Mentioned in G10:
@clagett
@psb_dc
@patricksellsqb
@badassbanking
@jameswtmarshall
@linkedin
@alexreddish
@tribepayments
@fintechinsiders
@stessacohen

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@edinburghwatch
@clairebotai
@klm
@chidambara09
@indiegamesdevel
@cybersec_feeds
@evankirstel
@aaroncuddeback
@dublencoigor

Top Tweeters in G1:
@viriyabot
@santchiweb
@fintechna
@lelkan
@machinelearnflx
@telegraph
@akwyz
@nomoreslaves
@releaseteam
@ssxman2

Top Tweeters in G2:
@clairebotai
@klm
@chidambara09
@evankirstel
@thomasclone
@marshacollier
@vivmilano
@shicooks
@kirillklip
@kimgarst

Top Tweeters in G3:
@cybersec_feeds
@business
@calcaware
@nicochan33
@mashable
@gezgintrk
@jeandoobs
@financialxpress
@nypost
@nubank

Top Tweeters in G4:
@sectest9
@tess_blue815
@biconnections
@andrewmorrisuk
@cybersecurityn8
@ft
@ricardo_ik_ahau
@hubofml
@ene3112
@enriquen

Top Tweeters in G5:
@freshsalis
@mashanubian
@otspace0715
@alisovino
@claudiomkd
@victorgaxiola
@dnallen91
@shathamaskiry
@fa
@pmenonkp

Top Tweeters in G6:
@edinburghwatch
@aaroncuddeback
@ottlegalrebels
@businessinsider
@taieb_bot
@xaelbot
@serverlessfan
@abc7chicago
@nlognbot
@mt_lynx

Top Tweeters in G7:
@bot_innovation
@scmpnews
@shereesepubhlth
@gdbala
@mitsmr
@wavy_skywalker
@usp211816
@teddyaccorley
@kirsikkalar
@freddadamz

Top Tweeters in G8:
@zdnet
@santiagon1976
@revolutapp
@jayeshmthakur
@vcloud_storage
@jonas62712964
@monzo
@cioonline
@barronsonline
@starlingbank

Top Tweeters in G9:
@iam__network
@v_shakthi
@gvalan
@pvynckier
@jesirok
@majorexxt
@callmenickwoods
@teedo1
@iam_ripper
@thelastkodacid

Top Tweeters in G10:
@cnbc
@virginialeiva
@e_nterdiscipl
@clagett
@carlquintanilla
@davidbrear
@jillcastilla
@sytaylor
@sammaule
@jameswtmarshall


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