#FinServ, Twitter, 8/4/2019 12:05:08 PM, 205620


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#FinServ_2019-08-04_04-30-58.xlsx
#FinServ_2019-08-04_04-30-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 04, 2019
Short Description:
#FinServ via NodeXL http://bit.ly/337dy2p
@jimmarous
@albertogaruccio
@ralexjimenez
@antgrasso
@interfima
@santchiweb
@mikequindazzi
@ronald_vanloon
@sbmeunier
@maxjcm

Top hashtags:
#finserv
#fintech
#banking
#ai
#insurtech
#blockchain
#vc
#cryptocurrency
#innovation

Description:
Description
The graph represents a network of 2,154 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, 04 August 2019 at 11:31 UTC.

The requested start date was Sunday, 04 August 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, 9-hour, 27-minute period from Friday, 26 July 2019 at 14:28 UTC to Saturday, 03 August 2019 at 23:55 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 : 2154
Unique Edges : 4316
Edges With Duplicates : 3870
Total Edges : 8186
Number of Edge Types : 3
Mentions : 6893
Tweet : 1270
Replies to : 23
Self-Loops : 1270
Reciprocated Vertex Pair Ratio : 0.0267136053013046
Reciprocated Edge Ratio : 0.0520371117386043
Connected Components : 169
Single-Vertex Connected Components : 105
Maximum Vertices in a Connected Component : 1813
Maximum Edges in a Connected Component : 7700
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.492329
Graph Density : 0.00106909621909098
Modularity : 0.378043
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[103] https://thefinancialbrand.com/86455/ai-digital-banking-customer-experience-fraud-risk-trends/?smedia-twt-jm
[72] https://thefinancialbrand.com/86557/data-analytics-fintech-partnership-bank-credit-union-alex-jimenez/?smedia-twt-jm
[55] https://thefinancialbrand.com/86253/banking-future-of-work-training-digital-trends/?smedia-twt-jm
[47] https://thefinancialbrand.com/86285/banking-disruption-transformation-change-fintech-trends/?smedia-twt-jm
[39] https://assets.kpmg/content/dam/kpmg/xx/pdf/2019/03/insurtech-trends-2019.pdf
[38] https://www.sc.com/en/navigate-the-future/blockchain-mass-adoption/
[33] https://www.everestgrp.com/2018-01-leveraging-digital-survive-evolving-market-market-insights-43529.html/?utm_content=buffer93a72&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[31] https://www.cbinsights.com/research/fintech-for-baby-boomers/?utm_campaign=cbi-social&utm_content=97403852&utm_medium=social&utm_source=twitter&hss_channel=tw-110171914
[29] https://customer-experience.bankingciooutlook.com/cxo-insights/the-other--platformication--of-banking-nwid-957.html
[29] https://www.forbes.com/sites/ronshevlin/2019/07/29/why-fintech-startups-fail/#43726b996440

Top URLs in Tweet in G1:
[66] https://thefinancialbrand.com/86455/ai-digital-banking-customer-experience-fraud-risk-trends/?smedia-twt-jm
[56] https://thefinancialbrand.com/86557/data-analytics-fintech-partnership-bank-credit-union-alex-jimenez/?smedia-twt-jm
[36] https://thefinancialbrand.com/86253/banking-future-of-work-training-digital-trends/?smedia-twt-jm
[27] https://thefinancialbrand.com/86285/banking-disruption-transformation-change-fintech-trends/?smedia-twt-jm
[26] https://www.forbes.com/sites/ronshevlin/2019/07/29/why-fintech-startups-fail/#43726b996440
[24] https://www.forbes.com/sites/ronshevlin/2019/07/29/why-fintech-startups-fail/#6233e65f6440
[21] https://customer-experience.bankingciooutlook.com/cxo-insights/the-other--platformication--of-banking-nwid-957.html
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=204777
[10] https://www.forbes.com/sites/ronshevlin/2019/05/06/the-coming-apple-credit-card-tsunami/#2b4936a148dd
[10] https://www.visualcapitalist.com/the-10-most-innovative-economies-in-2019/

Top URLs in Tweet in G2:
[18] https://www.cbinsights.com/research/fintech-for-baby-boomers/?utm_campaign=cbi-social&utm_content=97403852&utm_medium=social&utm_source=twitter&hss_channel=tw-110171914
[18] https://www.planetcompliance.com/2019/01/08/regtech-top-100-power-list-influential-regtech-firms/
[16] https://www.everestgrp.com/2018-08-uk-european-banks-digital-banking-capability-comparison-market-insights-46556.html/
[15] https://assets.kpmg/content/dam/kpmg/xx/pdf/2019/03/insurtech-trends-2019.pdf
[14] https://biztechmagazine.com/article/2018/10/robotics-and-ai-will-quickly-transform-financial-technology
[14] https://www.visualcapitalist.com/the-10-most-innovative-economies-in-2019/
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=177188
[12] https://www.lhoft.com/en/insights/the-future-of-banking
[11] https://www.bitrebels.com/business/4-blockchain-trends-2019/
[11] https://twinybots.ch/

Top URLs in Tweet in G3:
[26] https://www.everestgrp.com/2018-01-leveraging-digital-survive-evolving-market-market-insights-43529.html/?utm_content=buffer93a72&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[20] https://thefinancialbrand.com/86455/ai-digital-banking-customer-experience-fraud-risk-trends/?smedia-twt-jm
[14] https://www.accenture.com/gb-en/insights/insurance/rise-insurtech?utm_content=buffer478e0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://medium.com/gr-capital-venture-blog/why-next-year-can-be-a-turning-point-for-the-global-insurance-innovation-market-ab497543cf37
[11] https://www.ey.com/en_gl/digital/banking-innovation
[10] https://www.pwc.com/sg/en/services/consulting/intelligent-automation.html
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=177188
[9] https://www.pwccn.com/en/research-and-insights/publications/global-blockchain-survey-2018/global-blockchain-survey-2018-report.pdf
[9] https://thefinancialbrand.com/86253/banking-future-of-work-training-digital-trends/?smedia-twt-jm
[8] http://www.pymnts.com/

Top URLs in Tweet in G4:
[19] https://www.sc.com/en/navigate-the-future/blockchain-mass-adoption/
[16] https://www.fintechnews.org/the-number-of-mobile-wallet-users-grows-by-140-million-per-year/
[14] https://www.ft.com/content/4547ba76-08e2-11e7-ac5a-903b21361b43
[7] https://biztechmagazine.com/article/2018/10/robotics-and-ai-will-quickly-transform-financial-technology
[7] https://www.refinitiv.com/perspectives/ai-digitalization/finding-machine-learning-ready-data/?utm_source=Twitter&utm_medium=OrganicSocial&utm_content=108662
[5] https://thefinancialbrand.com/86455/ai-digital-banking-customer-experience-fraud-risk-trends/?smedia-twt-jm
[4] https://www.linkedin.com/pulse/fintech-modern-trojan-horse-story-damien-cabadi?utm_content=bufferdc734&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.wired.com/story/robots-alone-cant-solve-amazons-labor-woes/?mbid=social_twitter_onsiteshare
[3] https://thefinancialbrand.com/67039/ai-hierarchy-of-data-needs/?smedia-twt-jm
[3] https://thefinancialbrand.com/86455/ai-digital-banking-customer-experience-fraud-risk-trends-artificial-intelligence/?smedia-twt-jm

Top URLs in Tweet in G5:
[5] https://twinybots.ch/
[4] https://bankkup.com/
[3] http://www.postrecession.com/
[2] https://www.linkedin.com/slink?code=eDcUJ4F
[2] https://haritfinserv.in/
[2] https://hootsuite.com/newsroom/press-releases/penn-mutual-enhances-its-advisers-social-media-toolbox-with-hootsuite-social-media-platform?utm_campaign=amplify&network=Amplify-TWITTER&owl=AMP-m-abDLul1TRNAw2&hsamp_network=TWITTER&utm_source=hootsuite&hsamp=abDLul1TRNAw2&utm_medium=amplify_social&post=5888b331e694aa77b24d48b4
[2] http://www.richmedia.com
[2] https://customer-experience.bankingciooutlook.com/cxo-insights/the-other--platformication--of-banking-nwid-957.html
[2] https://www.sepaforcorporates.com/payments-news-2/the-top-payments-news-stories-in-july-2019/
[2] https://www.youtube.com/playlist?list=PLN5UoEBCJUG6V9e3jXnWLwXY80H3wx8wx


Top URLs in Tweet in G6:
[2] https://irishtechnews.ie/digital-transformation-in-banking-it-is-time-for-bold-moves/
[2] https://thefinancialbrand.com/86253/banking-future-of-work-training-digital-trends/?smedia-twt-jm
[2] https://thefinancialbrand.com/86285/banking-disruption-transformation-change-fintech-trends/?smedia-twt-jm
[1] https://www.altfi.com/article/5591_the-future-of-fintech-hinges-on-cyber-security
[1] https://twitter.com/i/web/status/1155208749491130369
[1] https://twitter.com/i/web/status/1156384014355304448
[1] https://twitter.com/i/web/status/1156567715966046211
[1] https://twitter.com/i/web/status/1154889223822069760
[1] https://readwrite.com/2019/05/20/how-ai-technologies-help-banks-and-fintech-startups/
[1] https://www.businessdailyafrica.com/analysis/columnists/Fintech-is-the-next-frontier/4259356-5206200-vswdgwz/index.html

Top URLs in Tweet in G7:
[1] https://projecthydro.org/blog/hydro-as-the-fintech-operating-system/
[1] https://projecthydro.org/blog/hydro-as-
[1] https://twitter.com/hydroblockchain/status/1156770939113054209

Top URLs in Tweet in G8:
[2] https://www.fintech.finance/01-news/the-future-of-financial-regulation-machine-to-machine/
[2] http://www.luxflag.org/
[1] https://twitter.com/i/web/status/1154793257563500544
[1] https://www.thinkadvisor.com/2019/06/20/technology-is-not-the-enemy-its-an-enabler/?slreturn=20190624034802
[1] https://home.kpmg/cn/en/home/insights/2018/10/insurance-technology.html
[1] https://www.lhoft.com/en/meet-the-fintech-community/african-microfinance-week-sam-2019
[1] https://e27.co/3-ways-banks-fintechs-and-fis-can-harness-ai-for-success-20190710/
[1] https://www.lhoft.com/en/insights/the-future-of-banking
[1] https://vimeo.com/197747371
[1] https://www.economist.com/finance-and-economics/2019/07/20/the-future-of-insurance-is-happening-without-insurance-firms

Top URLs in Tweet in G9:
[6] https://www.datasciencecentral.com/profiles/blogs/discover-how-machine-learning-can-solve-finance-industry
[1] https://dy.si/PxCEMm2
[1] https://twitter.com/i/web/status/1155161999984209920
[1] https://twitter.com/i/web/status/1156688362750861312
[1] https://medium.com/@deepakvraghavan/real-world-machine-learning-in-fintech-4085cd148444
[1] https://www.smartlogic.com/resources/entry/driving-financial-services-customer-success-with-a-cloud-based-smart-metadata-hub
[1] https://www.fintechnews.org/the-number-of-mobile-wallet-users-grows-by-140-million-per-year/
[1] https://twitter.com/i/web/status/1155075347173523456
[1] https://www.cbinsights.com/research/fintech-for-baby-boomers/
[1] https://twitter.com/i/web/status/1155075793007063040

Top URLs in Tweet in G10:
[7] https://www.iris.xyz/perspective/11-most-read-iris-articles-of-the-week-31
[6] https://www.iris.xyz/perspective/editors-choice-why-these-articles-were-great-59
[5] https://www.iris.xyz/perspective/11-most-read-iris-articles-of-the-week-32
[1] https://www.iris.xyz/ideas/innovation/what-we-can-learn-from-the-oldest-companies-in-the-world

Top Domains
Top Domains in Tweet in Entire Graph:
[803] twitter.com
[356] thefinancialbrand.com
[170] forbes.com
[77] everestgrp.com
[66] nodexlgraphgallery.org
[61] cbinsights.com
[51] accenture.com
[44] t.co
[39] assets.kpmg
[38] sc.com

Top Domains in Tweet in G1:
[227] thefinancialbrand.com
[132] twitter.com
[117] forbes.com
[24] bankingciooutlook.com
[22] faveeo.com
[19] cbinsights.com
[14] nodexlgraphgallery.org
[13] crowdfundinsider.com
[12] everestgrp.com
[12] bit.ly

Top Domains in Tweet in G2:
[201] twitter.com
[45] thefinancialbrand.com
[32] nodexlgraphgallery.org
[28] cbinsights.com
[28] everestgrp.com
[28] aravo.com
[23] t.co
[22] accenture.com
[21] planetcompliance.com
[18] forbes.com

Top Domains in Tweet in G3:
[166] twitter.com
[53] thefinancialbrand.com
[34] everestgrp.com
[21] pwc.com
[21] bobsguide.com
[19] accenture.com
[19] nodexlgraphgallery.org
[19] nextbillion.net
[13] medium.com
[13] pymnts.com

Top Domains in Tweet in G4:
[41] twitter.com
[19] sc.com
[16] ft.com
[16] fintechnews.org
[14] thefinancialbrand.com
[8] forbes.com
[7] biztechmagazine.com
[7] refinitiv.com
[4] linkedin.com
[4] wired.com

Top Domains in Tweet in G5:
[79] twitter.com
[14] linkedin.com
[6] adrimillerheckman.com
[5] twinybots.ch
[4] bankkup.com
[4] dy.si
[4] richmedia.com
[3] essentials.news
[3] postrecession.com
[2] lnkd.in

Top Domains in Tweet in G6:
[16] twitter.com
[5] thefinancialbrand.com
[2] forbes.com
[2] irishtechnews.ie
[1] altfi.com
[1] readwrite.com
[1] businessdailyafrica.com
[1] ozy.com
[1] a16z.com
[1] youtube.com

Top Domains in Tweet in G7:
[2] projecthydro.org
[1] twitter.com

Top Domains in Tweet in G8:
[14] twitter.com
[6] lhoft.com
[3] vonage.com
[2] fintech.finance
[2] home.kpmg
[2] luxflag.org
[2] forbes.com
[1] thinkadvisor.com
[1] e27.co
[1] vimeo.com

Top Domains in Tweet in G9:
[6] datasciencecentral.com
[5] twitter.com
[1] dy.si
[1] medium.com
[1] smartlogic.com
[1] fintechnews.org
[1] cbinsights.com
[1] refinitiv.com
[1] instagram.com

Top Domains in Tweet in G10:
[19] iris.xyz

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2870] finserv
[2755] fintech
[1488] banking
[841] ai
[685] insurtech
[631] blockchain
[438] vc
[417] cryptocurrency
[412] innovation
[360] banks



Top Hashtags in Tweet in G1:
[838] fintech
[713] finserv
[580] banking
[197] ai
[103] insurtech
[88] blockchain
[82] innovation
[78] machinelearning
[62] startup
[60] cryptocurrency

Top Hashtags in Tweet in G2:
[661] finserv
[606] fintech
[383] insurtech
[272] ai
[260] banking
[194] innovation
[144] startup
[126] tech
[115] data
[108] insurance

Top Hashtags in Tweet in G3:
[499] finserv
[475] fintech
[208] banking
[184] ai
[103] pwc
[97] blockchain
[81] innovation
[65] insurtech
[58] iot
[57] digital

Top Hashtags in Tweet in G4:
[471] fintech
[466] finserv
[322] vc
[289] blockchain
[280] banking
[272] cryptocurrency
[195] banks
[168] finance
[102] regtech
[87] ai

Top Hashtags in Tweet in G5:
[96] finserv
[33] fintech
[17] banking
[11] banks
[9] cybersecurity
[9] findom
[8] blockchain
[7] msftadvocate
[7] insurtech
[7] titworship

Top Hashtags in Tweet in G6:
[35] fintech
[33] finserv
[24] banking
[14] ai
[12] tech
[10] startups
[8] innovation
[7] ml
[6] machinelearning
[6] regulation

Top Hashtags in Tweet in G7:
[45] blockchain
[41] fintech
[2] hydro
[2] finserv
[2] regtech
[2] crypto
[2] ai
[2] defi
[2] payments

Top Hashtags in Tweet in G8:
[39] fintech
[26] finserv
[23] banking
[21] insurtech
[19] lhoft
[14] insurance
[9] payments
[6] luxembourg
[5] regtech
[5] ai

Top Hashtags in Tweet in G9:
[28] fintech
[22] machinelearning
[20] ai
[19] banking
[16] finserv
[8] financialservices
[8] customersuccess
[8] metadata
[8] datamanagement
[7] bigdata

Top Hashtags in Tweet in G10:
[19] finserv
[18] advisors

Top Words
Top Words in Tweet in Entire Graph:
[3286] Words in Sentiment List#1: Positive
[1050] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[90131] Non-categorized Words
[94467] Total Words
[2870] #finserv
[2754] #fintech
[1857] gt
[1487] #banking
[841] #ai

Top Words in Tweet in G1:
[838] #fintech
[713] #finserv
[580] #banking
[428] jimmarous
[378] gt
[248] banking
[202] ralexjimenez
[197] #ai
[176] digital
[136] financialbrand

Top Words in Tweet in G2:
[661] #finserv
[605] #fintech
[383] #insurtech
[272] #ai
[260] #banking
[256] albertogaruccio
[194] #innovation
[149] insurtechforum
[144] #startup
[131] gt

Top Words in Tweet in G3:
[1194] gt
[499] #finserv
[475] #fintech
[356] antgrasso
[315] mikequindazzi
[208] #banking
[184] #ai
[179] banking
[141] financial
[116] fintech

Top Words in Tweet in G4:
[471] #fintech
[466] #finserv
[322] #vc
[294] maxjcm
[291] #cryptocurrency
[289] #blockchain
[280] #banking
[195] #banks
[168] #finance
[102] #regtech

Top Words in Tweet in G5:
[96] #finserv
[33] #fintech
[29] gt
[17] #banking
[16] out
[14] digital
[13] banking
[13] up
[12] financial
[12] s

Top Words in Tweet in G6:
[35] #fintech
[33] #finserv
[24] #banking
[14] #ai
[12] #tech
[10] #startups
[9] nafisalam
[8] access
[8] banking
[8] fintech

Top Words in Tweet in G7:
[45] #blockchain
[42] hydro
[41] operating
[41] #fintech
[40] existing
[40] systems
[40] today
[40] outdated
[40] find
[40] out

Top Words in Tweet in G8:
[69] the_lhoft
[39] #fintech
[26] #finserv
[25] new
[23] #banking
[23] up
[21] #insurtech
[19] 2019
[19] #lhoft
[17] financial

Top Words in Tweet in G9:
[28] #fintech
[22] #machinelearning
[20] #ai
[19] #banking
[19] kirkdborne
[17] future
[16] #finserv
[14] expanding
[14] scope
[14] financial

Top Words in Tweet in G10:
[19] #finserv
[18] articles
[18] #advisors
[12] 11
[12] read
[12] iris
[12] week
[6] editors
[6] choice
[6] great

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1122] gt,gt
[934] #fintech,#finserv
[425] #vc,#fintech
[416] #banking,#finserv
[408] #banking,#fintech
[360] #finserv,#cryptocurrency
[358] #fintech,#banking
[269] #finserv,#banking
[210] mikequindazzi,gt
[198] #insurtech,#fintech

Top Word Pairs in Tweet in G1:
[298] #fintech,#finserv
[260] #banking,#fintech
[240] gt,gt
[167] #finserv,#banking
[79] #finserv,#ai
[76] digital,transformation
[75] #banking,#finserv
[75] jimmarous,data
[72] financialbrand,#banking
[69] #ai,#machinelearning

Top Word Pairs in Tweet in G2:
[248] #fintech,#finserv
[115] #insurtech,#fintech
[89] #startup,#innovation
[81] #tech,#fintech
[78] #finserv,#startup
[76] #fintech,#insurtech
[73] bristowcolin,insurtechforum
[72] #insurtech,#finserv
[62] #finserv,https
[61] https,t

Top Word Pairs in Tweet in G3:
[735] gt,gt
[157] #fintech,#finserv
[141] mikequindazzi,gt
[103] gt,#pwc
[100] #pwc,mikequindazzi
[87] #finserv,#fintech
[85] financial,services
[77] open,banking
[71] link,gt
[62] #banking,#fintech

Top Word Pairs in Tweet in G4:
[318] #vc,#fintech
[267] #finserv,#cryptocurrency
[234] #banking,#finserv
[231] #fintech,#banking
[155] #cryptocurrency,#finance
[125] #banks,#blockchain
[113] #fintech,#finserv
[107] #finance,#banks
[89] #blockchain,#regtech
[85] #cryptocurrency,#banks

Top Word Pairs in Tweet in G5:
[18] #fintech,#finserv
[18] gt,gt
[9] complete,#finserv
[9] #finserv,digital
[9] digital,transformation
[9] transformation,looks
[8] financial,services
[8] gartner,report
[8] discover,complete
[7] find,out

Top Word Pairs in Tweet in G6:
[13] #fintech,#finserv
[7] #tech,#innovation
[6] #ai,#ml
[4] financial,services
[4] within,global
[4] prepared,world
[4] real,reason
[4] reason,failing
[4] failing,#innovate
[4] #innovate,#tech

Top Word Pairs in Tweet in G7:
[40] existing,operating
[40] operating,systems
[40] systems,today
[40] today,outdated
[40] outdated,find
[40] find,out
[40] out,hydro
[40] hydro,#blockchain
[40] #blockchain,technology
[40] technology,#fintech

Top Word Pairs in Tweet in G8:
[14] the_lhoft,#lhoft
[10] #banking,#finserv
[10] #lhoft,report
[10] report,summer
[10] summer,here
[10] here,we've
[10] we've,lined
[10] lined,up
[10] up,load
[10] load,great

Top Word Pairs in Tweet in G9:
[14] expanding,scope
[14] scope,#machinelearning
[14] #machinelearning,#ai
[14] #ai,#banking
[14] #banking,financial
[14] financial,services
[14] services,future
[14] future,#fintech
[11] kirkdborne,expanding
[8] driving,#financialservices

Top Word Pairs in Tweet in G10:
[18] #finserv,#advisors
[12] 11,read
[12] read,iris
[12] iris,articles
[12] articles,week
[12] week,#finserv
[6] editors,choice
[6] choice,articles
[6] articles,great
[6] great,#finserv

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

Top Mentioned in G1:
@jimmarous
@ralexjimenez
@financialbrand
@rshevlin
@forbes
@albertogaruccio
@flinksca
@antgrasso
@mikequindazzi
@maxjcm

Top Mentioned in G2:
@albertogaruccio
@bristowcolin
@jimmarous
@antgrasso
@sbmeunier
@enricomolinari
@mikequindazzi
@helene_wpli
@immbm
@psb_dc

Top Mentioned in G3:
@antgrasso
@mikequindazzi
@jimmarous
@everestgroup
@maxjcm
@ralexjimenez
@ume_kyd
@biintelligence
@ronald_vanloon

Top Mentioned in G4:
@maxjcm
@ronald_vanloon
@mikequindazzi
@alvinfoo
@pwc
@jimmarous
@albertogaruccio
@marketdataapis
@leimer
@stanchart

Top Mentioned in G5:
@bankkupxrp
@setdeep
@liveoaknet

Top Mentioned in G6:
@nafisalam
@jimmarous
@wearetimbi
@njorogep
@bd_africa
@a16z
@forbes
@irish_technews
@morganstanley
@maxjcm

Top Mentioned in G7:
@hydroblockchain
@hydrogenturkey

Top Mentioned in G8:
@the_lhoft
@nexmo
@pwc_luxembourg
@digi_cash
@pierregramegna
@payconiq
@alfifunds
@naszub
@bertboerman
@fintechad

Top Mentioned in G9:
@kirkdborne
@smartlogic_com
@snessim
@sbmeunier
@psb_dc
@insidefinance
@jimmarous
@mcins_
@makower
@teamstoodnt

Top Mentioned in G10:
@iris_xyz
@susandanzig
@twentyoverten
@tonyvidler
@mauldinecon
@robisbitts
@etfgodfather
@lauraroser
@topadvisorm
@elleseconomy

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@arkangelscrap
@alllibertynews
@sectest9
@piyuanker12
@nosqldigest
@deejayiwan
@gamergeeknews
@evankirstel
@startupsbot

Top Tweeters in G1:
@startupsbot
@ottlegalrebels
@businessinsider
@fintechna
@machinelearnflx
@kingofpayments
@nubank
@forbes
@2601manish
@martingaedt

Top Tweeters in G2:
@arkangelscrap
@sectest9
@piyuanker12
@nosqldigest
@deejayiwan
@evankirstel
@aldoceccarelli
@chidambara09
@kotaknaren
@rvp

Top Tweeters in G3:
@billnigh
@reuters
@santchiweb
@fareedaasf
@grattonboy
@poppenreport
@grattongirl
@bernardo_pirola
@merckxcycling
@aldo_zaffalon

Top Tweeters in G4:
@jornalistavitor
@itknowingness
@monalisazelf
@thomaspower
@debraruh
@ft
@alcinx
@rldi_lamy
@004nino
@cosmunity

Top Tweeters in G5:
@freshsalis
@s_galimberti
@alisovino
@amruthasuri
@vizworld
@cdw_jessica
@postrecession
@maupanas
@afigueiredo
@andresvarela

Top Tweeters in G6:
@walmart
@pardoe_ai
@entrepreneur
@irish_technews
@rww
@coindesk
@bd_africa
@ozy
@bernardmarr
@corix_jc

Top Tweeters in G7:
@macalonzomha671
@riskex
@victordorofeev1
@ebunayo08
@pieporo
@the_shark_7
@ripplepress
@longs60
@lightningswap
@cotoole2018

Top Tweeters in G8:
@ucstrategies
@lightifyco1
@genemurphy
@fintechf
@naszub
@pwc_luxembourg
@excellondon
@luxblockchain
@laurenopv
@michaelvstewart

Top Tweeters in G9:
@gamergeeknews
@kirkdborne
@kevin_jackson
@netclubj1
@branddonator
@mariadeliasofia
@trappedalien
@govinfotech
@snessim
@zach_wambugu

Top Tweeters in G10:
@howardstrauber
@smoothsale
@tonyvidler
@iris_xyz
@paulbromford
@nicolas_colin
@agsocialmedia
@etfgodfather
@brettdavidson
@equitiesinc