#FinServ, Twitter, 12/30/2018 11:14:29 AM, 180081


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#FinServ_2018-12-30_02-29-38.xlsx
#FinServ_2018-12-30_02-29-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 30, 2018
Short Description:
#FinServ via NodeXL http://bit.ly/2Tk4B0e
@jimmarous
@mikequindazzi
@ralexjimenez
@antgrasso
@albertogaruccio
@santchiweb
@bristowcolin
@fintechna
@ronald_vanloon
@chidambara09

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

Description:
Description
The graph represents a network of 1,868 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, 30 December 2018 at 10:30 UTC.

The requested start date was Sunday, 30 December 2018 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 10-day, 3-hour, 51-minute period from Wednesday, 19 December 2018 at 20:35 UTC to Sunday, 30 December 2018 at 00:27 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 : 1868
Unique Edges : 4154
Edges With Duplicates : 4135
Total Edges : 8289
Number of Edge Types : 3
Mentions : 6725
Tweet : 1551
Replies to : 13
Self-Loops : 1551
Reciprocated Vertex Pair Ratio : 0.0143438235923785
Reciprocated Edge Ratio : 0.0282819755170958
Connected Components : 208
Single-Vertex Connected Components : 139
Maximum Vertices in a Connected Component : 1513
Maximum Edges in a Connected Component : 7693
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.54543
Graph Density : 0.00135854449362247
Modularity : 0.381761
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[73] https://www.everestgrp.com/2018-12-artificial-intelligence-use-cases-across-industries-market-insights-48045.html/
[62] 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
[46] http://www.opusconsulting.com/wp-content/uploads/fintech-outlook-2018.pdf?utm_content=buffer6a137&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[39] https://thefinancialbrand.com/77228/technology-trends-disrupting-financial-services-banking-future/?smedia-twt-jm
[32] https://www.entrepreneur.com/article/324330
[30] https://thefinancialbrand.com/78490/5-trends-marketing-age-digital-experience/?smedia-twt-jm
[29] https://www.technologyreview.com/s/612600/how-china-got-a-head-start-in-fintech-and-why-the-west-wont-catch-up/
[26] https://gomedici.com/measurable-innovation-how-technology-transforming-ux-in-finserv/
[25] https://www.atkearney.com/financial-services/article?/a/cashing-in-on-cashless-commerce
[25] https://www.thinkadvisor.com/2018/12/24/5-insurtech-questions-for-2019/?slreturn=20181126064429

Top URLs in Tweet in G1:
[22] https://www.thedrum.com/opinion/2018/12/18/examining-the-4-types-big-data-analytics
[20] https://insidebigdata.com/2018/12/20/myths-big-data-analytics-ai/
[17] https://readwrite.com/2018/12/21/big-data-and-cognitive-business-disruption-is-all-you-need-to-know/
[13] https://insidebigdata.com/2018/12/23/big-data-analytics-market-grow-40-6-billion-2023/
[12] https://www.datanami.com/2018/12/17/big-data-career-notes-december-2018-edition/
[12] http://www.manufacturer.com/
[12] https://www.themanufacturer.com/articles/manufacturers-utilise-big-data-2018/
[11] https://thefinancialbrand.com/67039/ai-hierarchy-of-data-needs/?smedia-twt-jm
[10] https://dataconomy.com/2018/12/how-big-data-assists-in-disaster-relief-and-preparedness/
[10] https://sloanreview.mit.edu/article/the-problem-with-big-data/

Top URLs in Tweet in G2:
[60] https://www.everestgrp.com/2018-12-artificial-intelligence-use-cases-across-industries-market-insights-48045.html/
[57] 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
[41] http://www.opusconsulting.com/wp-content/uploads/fintech-outlook-2018.pdf?utm_content=buffer6a137&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[22] https://www.atkearney.com/financial-services/article?/a/cashing-in-on-cashless-commerce
[22] https://www.technologyreview.com/s/612600/how-china-got-a-head-start-in-fintech-and-why-the-west-wont-catch-up/
[18] https://thefinancialbrand.com/78490/5-trends-marketing-age-digital-experience/?smedia-twt-jm
[16] https://gomedici.com/measurable-innovation-how-technology-transforming-ux-in-finserv/
[11] https://gomedici.com/medici-top-30-fintech-leaders-italy-2019/?utm_content=buffera3778&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://thefinancialbrand.com/78228/bank-branch-experience-design-photos/?smedia-twt-jm
[6] https://www.harringtonstarr.com/blog/2017/10/glossary-poster

Top URLs in Tweet in G3:
[10] https://www.harringtonstarr.com/blog/2017/10/glossary-poster
[8] -
[7] https://www.pymnts.com/news/banking/2018/us-banks-mexico-money-transmittal/amp/
[6] https://thefinancialbrand.com/78490/5-trends-marketing-age-digital-experience/?smedia-twt-jm
[5] https://www.mckinsey.com/industries/financial-services/our-insights/digital-insurance-in-2018-driving-real-impact-with-digital-and-analytics
[5] https://www.thinkadvisor.com/2018/12/24/5-insurtech-questions-for-2019/?slreturn=20181126064429
[5] https://www.pymnts.com/commentary/2018/payments-evolution-revolution-digital-commerce-tech/
[4] https://www.entrepreneur.com/article/324330
[4] https://www.mckinsey.com/industries/private-equity-and-principal-investors/our-insights/catalyzing-the-growth-of-the-impact-economy?cid=soc-web
[4] https://www.bankingtech.com/2018/12/top-ten-blockchain-stories-in-2018/

Top URLs in Tweet in G4:
[7] http://www.postrecession.com/
[6] http://r.socialstudio.radian6.com/c0683c8a-6f49-4e8d-bee4-bab1f9bfa3e9
[3] https://www.enterprisetimes.co.uk/2018/12/14/seal-shines-light-on-financial-services-contracts/
[3] https://www.zerofox.com/blog/top-5-threats-to-the-financial-industry/?utm_source=Twitter&utm_medium=Social&utm_campaign=Top_5_FinServe
[3] https://www.youtube.com/playlist?list=PLN5UoEBCJUG6V9e3jXnWLwXY80H3wx8wx

[3] https://www.bloomberg.com/news/videos/2018-12-23/-exciting-things-for-crypto-ecosystem-expected-in-2019-pwc-says-video
[3] https://www.quantumsupremacynow.com/
[2] https://www.youtube.com/watch?utm_sq=fwxx71cirq&v=NByW_1hYtOc
[2] https://www.youtube.com/playlist?list=PLN5UoEBCJUG6oVTgfzNrfO5m6fsqTuoi5

[2] https://www.entrepreneur.com/article/325288

Top URLs in Tweet in G5:
[22] https://thefinancialbrand.com/77228/technology-trends-disrupting-financial-services-banking-future/?smedia-twt-jm
[20] https://www.entrepreneur.com/article/324330
[16] https://www.thinkadvisor.com/2018/12/24/5-insurtech-questions-for-2019/?slreturn=20181126064429
[12] http://harvardmagazine.com/2019/01/artificial-intelligence-limitations
[8] https://www.mckinsey.com/industries/financial-services/our-insights/digital-insurance-in-2018-driving-real-impact-with-digital-and-analytics
[6] https://www.entrepreneur.com/article/325288
[5] https://info.aravo.com/fsdemo?utm_campaign=15_Demos&utm_content=81782051&utm_medium=social&utm_source=twitter&hss_channel=tw-31273094
[4] https://www.technologyreview.com/s/612600/how-china-got-a-head-start-in-fintech-and-why-the-west-wont-catch-up/
[3] https://www.bobsguide.com/guide/news/2018/Dec/18/fintech-regions-to-watch-out-for-in-2019/
[3] https://www2.deloitte.com/insights/us/en/industry/financial-services/online-banking-usage-in-mobile-centric-world.html

Top URLs in Tweet in G6:
[3] http://techcompanynews.com/the-path-for-financial-services-to-make-cloud-native-a-reality/?utm_content=buffer3b5dd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://bit.ly/2ExV3u8
[2] https://www.cmo.com/features/articles/2018/1/8/customer-experience-is-the-new-battleground-for-financial-institutions.html#gs.BmPdDX8
[2] https://www.advisorwebsites.com/blog/4-excellent-financial-advisor-websites-designed-by-us?utm_source=Sociallymap&utm_medium=Sociallymap&utm_campaign=Sociallymap
[2] https://thefinancialbrand.com/77944/trends-banking-multichannel-welcome-onboarding-email-digital-marketing/?utm_source=Sociallymap&utm_medium=Sociallymap&utm_campaign=Sociallymap
[2] https://thefinancialbrand.com/78490/5-trends-marketing-age-digital-experience/?utm_source=Sociallymap&utm_medium=Sociallymap&utm_campaign=Sociallymap
[2] https://thefinancialbrand.com/77909/digital-financial-consumer-marketing-trends-banking/?utm_source=Sociallymap&utm_medium=Sociallymap&utm_campaign=Sociallymap
[2] https://store.law.com/Registration/Login.aspx?mode=silent&refDomain=store.thinkadvisor.com&source=https://www.thinkadvisor.com/2018/09/19/when-clients-push-back-on-pricing-5-strategies-for/%3Fslreturn%3D20181028154024
[2] https://thefinancialbrand.com/78490/5-trends-marketing-age-digital-experience/?smedia-twt-jm
[2] https://www.theglobeandmail.com/business/article-rbc-hits-back-on-facebook-report-says-it-couldnt-see-users-messages/

Top URLs in Tweet in G7:
[7] https://www.pwc.in/consulting/financial-services/fintech/fintech-insights/regtech-a-new-disruption-in-the-financial-services-space.html
[5] https://thefinancialbrand.com/67039/ai-hierarchy-of-data-needs/?smedia-twt-jm
[4] https://forbes.com/sites/sarahkocianski/2018/12/20/how-australia-is-banking-on-new-competition/#47e9281c3b7f
[4] https://www.americanbanker.com/news/this-fintech-is-taking-anti-bank-marketing-to-extremes-it-may-pay-for-it
[4] https://www.bankingtech.com/2018/12/top-ten-fintech-analysis-features-in-2018/
[4] https://www.bankingtech.com/2018/12/bbva-and-eib-sign-e1bn-synthetic-securitisation-on-blockchain/
[3] https://www.pymnts.com/startup-check-in/2018/fintech-startups-developer-programs-mobile-apps/
[3] http://www.beastmagazine.lu/luxembourg-has-innovation-in-its-dna/
[2] http://www.mondaq.com/italy/x/764606/fin+tech/Bridging+the+gap+between+RegTech+and+Artificial+Intelligence+an+Italian+perspective
[2] https://atos.net/content/mini-sites/look-out-2020/banking/

Top URLs in Tweet in G8:
[3] https://uk.reuters.com/article/uk-mideast-crisis-syria-lebanon/lebanon-condemns-israeli-strikes-against-syria-idUKKCN1OP142
[2] https://uk.reuters.com/article/uk-britain-royals-queen/queen-extols-goodwill-and-respect-in-christmas-message-idUKKCN1ON004
[2] https://uk.reuters.com/article/uk-britain-stamps-dday/royal-mail-sorry-for-d-day-landings-stamp-blunder-idUKKCN1OR12R
[2] https://uk.reuters.com/article/uk-china-canada/canadian-detained-in-china-has-been-released-idUKKCN1OS016
[2] https://uk.reuters.com/article/uk-global-markets/asia-stocks-advance-after-wall-streets-recovery-continues-idUKKCN1OR014
[2] https://twi.li/Esc475
[2] http://www.richmedia.com/richideas/articles/what-makes-a-good-infographic
[1] https://twitter.com/i/web/status/1079119977750368256
[1] https://uk.reuters.com/article/uk-global-markets/world-stocks-slide-as-fed-aggravates-recession-fears-idUKKCN1OJ023
[1] https://uk.reuters.com/article/uk-britain-drones-gatwick-flights/gatwick-airport-says-working-to-allow-limited-flights-idUKKCN1OK0F7

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1073528832253222913
[1] https://twitter.com/i/web/status/1073312580041613312

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1078680738378235904
[1] https://twitter.com/i/web/status/1075858526692495360
[1] https://twitter.com/i/web/status/1077164560212283392
[1] https://twitter.com/i/web/status/1077198469796909056
[1] https://twitter.com/i/web/status/1077334372611735553
[1] https://twitter.com/i/web/status/1077526947775873024
[1] https://twitter.com/i/web/status/1077672587185008645
[1] https://twitter.com/i/web/status/1077955958989561857
[1] https://twitter.com/i/web/status/1077987427166445569
[1] https://twitter.com/i/web/status/1079074633587048448

Top Domains
Top Domains in Tweet in Entire Graph:
[1606] twitter.com
[167] thefinancialbrand.com
[74] everestgrp.com
[63] accenture.com
[52] entrepreneur.com
[51] gomedici.com
[50] forbes.com
[46] opusconsulting.com
[44] insidebigdata.com
[43] reuters.com

Top Domains in Tweet in G1:
[552] twitter.com
[44] insidebigdata.com
[35] thedrum.com
[27] reuters.com
[22] dy.si
[22] forbes.com
[21] thefinancialbrand.com
[17] readwrite.com
[14] nodexlgraphgallery.org
[14] co.uk

Top Domains in Tweet in G2:
[162] twitter.com
[61] everestgrp.com
[57] accenture.com
[53] thefinancialbrand.com
[41] opusconsulting.com
[34] gomedici.com
[22] atkearney.com
[22] technologyreview.com
[8] bobsguide.com
[8] finextra.com

Top Domains in Tweet in G3:
[153] twitter.com
[27] faveeo.com
[24] pymnts.com
[19] thefinancialbrand.com
[19] bankingtech.com
[13] forbes.com
[12] entrepreneur.com
[10] harringtonstarr.com
[9] mckinsey.com
[8] paper.li

Top Domains in Tweet in G4:
[225] twitter.com
[7] youtube.com
[7] postrecession.com
[6] radian6.com
[5] twi.li
[4] bankingtech.com
[3] co.uk
[3] thefinancialbrand.com
[3] zerofox.com
[3] bloomberg.com

Top Domains in Tweet in G5:
[123] twitter.com
[28] thefinancialbrand.com
[28] entrepreneur.com
[23] aravo.com
[16] thinkadvisor.com
[12] harvardmagazine.com
[10] mckinsey.com
[7] forbes.com
[6] bobsguide.com
[4] technologyreview.com

Top Domains in Tweet in G6:
[26] thefinancialbrand.com
[19] paper.li
[14] twitter.com
[10] kurtosys.com
[9] advisorwebsites.com
[3] techcompanynews.com
[3] bit.ly
[2] cmo.com
[2] law.com
[2] theglobeandmail.com

Top Domains in Tweet in G7:
[42] twitter.com
[8] bankingtech.com
[7] pwc.in
[6] forbes.com
[5] thefinancialbrand.com
[4] americanbanker.com
[3] pymnts.com
[3] beastmagazine.lu
[2] mondaq.com
[2] atos.net

Top Domains in Tweet in G8:
[14] twitter.com
[14] reuters.com
[3] twi.li
[2] richmedia.com
[1] thefinancialbrand.com

Top Domains in Tweet in G9:
[2] twitter.com

Top Domains in Tweet in G10:
[20] twitter.com
[2] citywireusa.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2368] finserv
[1967] fintech
[1052] banking
[898] ai
[419] blockchain
[288] bigdata
[268] iot
[251] insurtech
[230] payments
[217] innovation



Top Hashtags in Tweet in G1:
[666] finserv
[610] fintech
[485] ai
[242] banking
[225] bigdata
[177] blockchain
[139] pwc
[132] iot
[130] artificialintelligence
[129] deeplearning

Top Hashtags in Tweet in G2:
[528] finserv
[393] fintech
[276] banking
[199] ai
[115] blockchain
[96] infographic
[89] disruption
[85] innovation
[67] supplychain
[64] ml

Top Hashtags in Tweet in G3:
[413] finserv
[363] fintech
[224] banking
[172] in
[51] startup
[50] ai
[47] payments
[36] innovation
[34] blockchain
[29] cryptocurrency

Top Hashtags in Tweet in G4:
[121] finserv
[82] fintech
[32] banking
[23] ai
[16] blockchain
[14] tech
[12] digitaltransformation
[12] digitalization
[11] payments
[11] iot

Top Hashtags in Tweet in G5:
[192] fintech
[154] finserv
[113] banking
[68] ai
[57] insurtech
[46] iot
[42] digital
[41] startup
[30] infographics
[24] blockchain

Top Hashtags in Tweet in G6:
[78] finserv
[43] bank
[26] fintech
[8] banking
[7] ai
[4] advisors
[3] selfdrivingfinance
[3] christmasparty
[2] cx
[2] wakeup

Top Hashtags in Tweet in G7:
[38] fintech
[28] finserv
[25] banking
[13] lhoft
[10] regtech
[10] compliance
[10] ai
[9] blockchain
[7] artificialintelligence
[6] innovation

Top Hashtags in Tweet in G8:
[72] fintech
[71] finserv
[38] banking
[34] strategy
[31] news
[31] crypto
[31] ai
[3] payments
[2] infographic
[2] smm

Top Hashtags in Tweet in G9:
[24] blockchain
[24] fintech
[24] finserv

Top Hashtags in Tweet in G10:
[11] finserv
[4] rias
[4] assetmanagement
[4] fundmanagement
[4] ria
[4] mutualfunds
[3] wealthmanagement
[2] tech
[2] fundmanager
[2] etf

Top Words
Top Words in Tweet in Entire Graph:
[2665] Words in Sentiment List#1: Positive
[1106] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[84926] Non-categorized Words
[88697] Total Words
[3732] gt
[2372] finserv
[2264] fintech
[1576] banking
[1090] mikequindazzi

Top Words in Tweet in G1:
[2422] gt
[728] mikequindazzi
[671] finserv
[626] fintech
[557] data
[550] more
[535] ai
[524] read
[493] big
[461] here

Top Words in Tweet in G2:
[1036] gt
[855] antgrasso
[599] banking
[576] fintech
[529] finserv
[308] jimmarous
[274] mikequindazzi
[254] ai
[174] link
[132] blockchain

Top Words in Tweet in G3:
[410] finserv
[405] fintech
[279] banking
[78] ralexjimenez
[68] jimmarous
[67] ai
[63] 2018
[61] startup
[52] psb_dc
[51] 2019

Top Words in Tweet in G4:
[122] finserv
[86] fintech
[85] gt
[53] banking
[31] s
[31] finacle
[29] mikequindazzi
[25] ai
[24] blockchain
[22] financial

Top Words in Tweet in G5:
[219] fintech
[154] finserv
[128] banking
[69] ai
[67] albertogaruccio
[60] insurtech
[52] digital
[47] iot
[47] gt
[42] 5

Top Words in Tweet in G6:
[78] finserv
[49] bank
[30] financial
[28] fintech
[21] social
[20] latest
[19] global
[18] banking
[16] thanks
[14] age

Top Words in Tweet in G7:
[53] the_lhoft
[41] fintech
[28] banking
[28] finserv
[13] financial
[13] blockchain
[13] lhoft
[12] 2019
[12] strong
[12] regulatory

Top Words in Tweet in G8:
[72] fintech
[71] finserv
[68] strategy
[38] banking
[36] christmas
[34] found
[34] cracker
[34] bank
[34] fish
[32] cgledhill

Top Words in Tweet in G9:
[24] blockchain
[24] fintech
[24] finserv
[24] munir_alhaddad
[24] arthonsyst
[24] athis_news
[23] snessim
[22] vivek_gkrishnan
[21] cqrservices
[21] mahbobemeserg

Top Words in Tweet in G10:
[11] finserv
[7] citywireusa
[5] year
[5] fidelity
[4] offering
[4] rias
[4] investment
[4] management
[4] assetmanagement
[4] fundmanagement

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2337] gt,gt
[717] fintech,finserv
[510] read,more
[496] mikequindazzi,gt
[479] big,data
[450] more,here
[301] banking,fintech
[197] link,gt
[189] gt,wef
[181] wef,mikequindazzi

Top Word Pairs in Tweet in G1:
[1549] gt,gt
[498] read,more
[463] big,data
[443] more,here
[365] mikequindazzi,gt
[175] here,bigdata
[148] gt,wef
[142] wef,mikequindazzi
[135] pwc,mikequindazzi
[126] fintech,finserv

Top Word Pairs in Tweet in G2:
[622] gt,gt
[230] fintech,finserv
[173] link,gt
[169] banking,fintech
[128] antgrasso,finserv
[116] artificial,intelligence
[100] antgrasso,ai
[97] mikequindazzi,gt
[85] banking,banking
[84] executives,need

Top Word Pairs in Tweet in G3:
[164] fintech,finserv
[106] finserv,banking
[47] banking,fintech
[32] gt,gt
[27] fintech,startup
[24] ai,startups
[22] startup,finserv
[21] finserv,fintech
[20] spirosmargaris,andi_staub
[20] finserv,spirosmargaris

Top Word Pairs in Tweet in G4:
[54] gt,gt
[26] fintech,finserv
[14] banking,finserv
[11] full,digitaltransformation
[11] digitaltransformation,requires
[11] requires,cooperation
[11] cooperation,close
[11] close,partnerships
[11] partnerships,digitalization
[11] digitalization,tech

Top Word Pairs in Tweet in G5:
[71] fintech,finserv
[28] gt,gt
[27] banking,fintech
[26] finserv,banking
[23] ht,jimmarous
[22] startup,insurtech
[22] 10,technologies
[22] technologies,disrupt
[22] disrupt,financial
[22] financial,services

Top Word Pairs in Tweet in G6:
[43] bank,finserv
[19] latest,social
[19] social,financial
[19] financial,global
[16] global,thanks
[15] finserv,fintech
[8] 2019,bank
[7] 5,keys
[7] keys,transition
[7] transition,marketing

Top Word Pairs in Tweet in G7:
[11] financial,services
[8] trends,watch
[8] the_lhoft,fintech
[7] jimmarous,financialbrand
[7] regtech,new
[7] new,disruption
[7] disruption,financial
[7] services,space
[7] space,compliance
[7] compliance,finserv

Top Word Pairs in Tweet in G8:
[34] found,christmas
[34] christmas,cracker
[34] cracker,bank
[34] bank,strategy
[34] strategy,fish
[34] fish,fintech
[34] fintech,strategy
[34] strategy,banking
[34] banking,finserv
[32] cgledhill,found

Top Word Pairs in Tweet in G9:
[24] blockchain,fintech
[24] fintech,finserv
[24] finserv,munir_alhaddad
[24] munir_alhaddad,arthonsyst
[24] arthonsyst,athis_news
[23] snessim,blockchain
[22] athis_news,vivek_gkrishnan
[21] cqrservices,snessim
[21] vivek_gkrishnan,mahbobemeserg
[2] athis_news,growurstartup

Top Word Pairs in Tweet in G10:
[4] assetmanagement,fundmanagement
[4] free,funds
[3] tim,carver
[3] chief,executive
[3] etrade,joined
[3] joined,tdameritrade
[3] tdameritrade,pershing
[3] pershing,fidelity
[3] fidelity,charlesschwab
[3] charlesschwab,offering

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@antgrasso
@mikequindazzi
@jimmarous
@bristowcolin
@wef
@fisher85m
@ronald_vanloon
@ralexjimenez
@albertogaruccio
@psb_dc

Top Mentioned in G1:
@mikequindazzi
@bristowcolin
@wef
@ronald_vanloon
@antgrasso
@helene_wpli
@maxjcm
@evankirstel
@pwc
@jimmarous

Top Mentioned in G2:
@antgrasso
@jimmarous
@mikequindazzi
@fisher85m
@gomedici
@ipfconline1
@deloitte
@everestgroup
@visualcap
@growurstartup

Top Mentioned in G3:
@ralexjimenez
@jimmarous
@psb_dc
@spirosmargaris
@mhiesboeck
@andi_staub
@mikequindazzi
@floriansem
@fabriziobustama
@fintech_innov

Top Mentioned in G4:
@babushka99
@1davidclarke
@loracmustaine
@tangiblealpha

Top Mentioned in G5:
@albertogaruccio
@jimmarous
@jblefevre60
@davidjmaireles
@marketdataapis
@ronald_vanloon
@antgrasso
@mikequindazzi
@kalydeoo

Top Mentioned in G6:
@samuelmignot
@tjmoysak
@kublr
@vpfetter
@dmgerbino
@seansposito
@rbc
@jimmarous
@ottlegalrebels
@electro_banker

Top Mentioned in G7:
@the_lhoft
@jimmarous
@financialbrand
@ronald_vanloon
@pierregramegna
@governance_com
@statestreet
@innfin
@mikesigal
@eib

Top Mentioned in G8:
@cgledhill
@bitcoinagile
@salomonoli
@richmediasocial
@maxjcm
@ipfconline1
@jimmarous
@financialbrand

Top Mentioned in G9:
@munir_alhaddad
@arthonsyst
@athis_news
@vivek_gkrishnan
@cqrservices
@growurstartup
@kashthefuturist
@snessim

Top Mentioned in G10:
@citywireusa
@fidelity
@ianwenik
@blackrock
@vlajournaliste
@etrade
@tdameritrade
@pershing
@charlesschwab
@vanguard_group

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@piyuanker12
@jurylady5
@sectest9
@nosqldigest
@bitcoinagile
@evankirstel
@ottlegalrebels
@gamergeeknews
@kotaknaren

Top Tweeters in G1:
@arkangelscrap
@nosqldigest
@evankirstel
@ottlegalrebels
@gamergeeknews
@andysugs
@chidambara09
@evanderburg
@biconnections
@marshacollier

Top Tweeters in G2:
@piyuanker12
@trippbraden
@004nino
@agirregabiria
@acertijo
@ene3112
@ipfconline1
@drnewbold
@bridges2italy
@infogurushop

Top Tweeters in G3:
@businessinsider
@hollowmanseries
@startupsbot
@telegraph
@wsj
@financialtimes
@b2community
@forbes
@zdnet
@techcrunch

Top Tweeters in G4:
@rvp
@thestartupper
@villamizaritpro
@freshsalis
@ankitc265
@bettysingoma
@babushka99
@branddonator
@vizworld
@postrecession

Top Tweeters in G5:
@sectest9
@kotaknaren
@fintechna
@2601manish
@terzima
@jblefevre60
@mclynd
@rtehrani
@pierrecappelli
@bamitav

Top Tweeters in G6:
@business
@stuarthorrex
@scottebales
@gagnelegal
@smitasingh85
@sarahlcarter
@seansposito
@shamir_k
@banklesstimes
@marieswift

Top Tweeters in G7:
@lucasoft_co_uk
@ukrphysics
@inmarietstellas
@financialbrand
@david_w_mayer
@luxblockchain
@naszub
@velvet_anna
@laurenopv
@viplavpathak

Top Tweeters in G8:
@bitcoinagile
@trdngdrivatives
@geewhizpat
@jaceksalaj
@dgwbirch
@iheartfintech
@oisinlunny
@joeknowbest
@timdifford
@cgledhill

Top Tweeters in G9:
@snessim
@bitcointarun
@mariakorotina
@karahanerhanh
@khumairo13
@eventcyb
@r1b1vraevgogir3
@5thfear
@bigbrados
@domoy77

Top Tweeters in G10:
@tdameritrade
@fidelity
@vanguard_group
@charlesschwab
@statproindia
@etrade
@microsoft
@fintechie
@blackrock
@paypal


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