#FinServ, Twitter, 4/15/2019 11:43:04 AM, 193770


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#FinServ_2019-04-15_03-33-13.xlsx
#FinServ_2019-04-15_03-33-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 15, 2019
Short Description:
#FinServ via NodeXL http://bit.ly/2UXsRtu
@jimmarous
@santchiweb
@sbmeunier
@mikequindazzi
@antgrasso
@the_lhoft
@ralexjimenez
@fintechna
@bristowcolin
@maxjcm

Top hashtags:
#finserv
#fintech
#banking
#ai
#machinelearning
#bigdata
#blockchain
#innovation
#vc
#banks

Description:
Description
The graph represents a network of 2,079 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 Monday, 15 April 2019 at 10:34 UTC.

The requested start date was Sunday, 14 April 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, 8-hour, 13-minute period from Friday, 05 April 2019 at 15:46 UTC to Saturday, 13 April 2019 at 23:59 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 : 2079
Unique Edges : 4036
Edges With Duplicates : 3901
Total Edges : 7937
Number of Edge Types : 3
Mentions : 6348
Tweet : 1568
Replies to : 21
Self-Loops : 1568
Reciprocated Vertex Pair Ratio : 0.0274687854710556
Reciprocated Edge Ratio : 0.0534688466637207
Connected Components : 225
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 1658
Maximum Edges in a Connected Component : 7239
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.681503
Graph Density : 0.00104764589846399
Modularity : 0.410917
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[58] https://ngenuity.com/disruption
[56] https://www.forbes.com/sites/ronshevlin/2019/04/08/5-cybersecurity-myths-banks-should-stop-believing/#d695dfa630d7
[51] https://blog.strands.com/chatbot-banking-ai-financial-services?ref=upflow.co&utm_content=bufferea212&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[51] https://thefinancialbrand.com/82307/digital-account-opening-sales-banking-trends/?smedia-twt-jm
[46] https://thefinancialbrand.com/77228/technology-trends-disrupting-financial-services-banking-future/?smedia-twt-jm
[43] https://thefinancialbrand.com/77869/innovation-trends-banking-ai-api-personalization-payments/?smedia-twt-jm
[34] https://thefinancialbrand.com/77228/technology-trends-disrupting-financial-services-banking-future/
[31] https://www.fintechawards.lu
[29] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192885
[23] http://Phys.Org

Top URLs in Tweet in G1:
[47] https://thefinancialbrand.com/82307/digital-account-opening-sales-banking-trends/?smedia-twt-jm
[46] https://www.forbes.com/sites/ronshevlin/2019/04/08/5-cybersecurity-myths-banks-should-stop-believing/#d695dfa630d7
[40] https://thefinancialbrand.com/77869/innovation-trends-banking-ai-api-personalization-payments/?smedia-twt-jm
[39] https://ngenuity.com/disruption
[38] https://thefinancialbrand.com/77228/technology-trends-disrupting-financial-services-banking-future/?smedia-twt-jm
[26] https://thefinancialbrand.com/77228/technology-trends-disrupting-financial-services-banking-future/
[20] https://thefinancialbrand.com/81524/banking-development-training-future-of-work/?smedia-twt-jm
[17] https://www.citivelocity.com/citigps/bank-x/
[15] https://www.digitalbankingreport.com/trends/humanizing-the-digital-banking-experience/?smedia-twt-jm
[10] https://www.youtube.com/watch?v=_B03qLKn0ng/?smedia-twt-jm

Top URLs in Tweet in G2:
[50] https://blog.strands.com/chatbot-banking-ai-financial-services?ref=upflow.co&utm_content=bufferea212&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192885
[21] https://www.pwc.com/us/en/financial-services/publications/assets/pwc-fsi-whitepaper-digital-banking-consumer-survey.pdf?utm_content=buffer4dab8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[19] https://www.sc.com/en/navigate-the-future/blockchain-mass-adoption/
[18] https://www.linkedin.com/pulse/bit-bitcoin-blockchain-too-mike-quindazzi/?utm_content=buffer1cbaf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://ngenuity.com/disruption
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=161864
[10] https://twitter.com/MikeQuindazzi/status/1116114394067406857
[8] https://thefinancialbrand.com/67039/ai-hierarchy-of-data-needs/?smedia-twt-jm
[8] https://www2.deloitte.com/insights/us/en/industry/financial-services/improving-account-opening-process-in-retail-banking.html?utm_content=buffer41434&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[7] https://ngenuity.com/disruption
[4] https://www.youtube.com/playlist?list=PLN5UoEBCJUG6V9e3jXnWLwXY80H3wx8wx

[3] https://www.bclplaw.com/en-GB/thought-leadership/fca-enforcement-is-it-fit-for-purpose.html?utm_sq=g1rvv744fs
[3] http://www.richmedia.com/
[3] http://adrimillerheckman.com/email-template-tool/?utm_medium=social&utm_source=twitter&utm_campaign=postfity&utm_content=postfity6d26f
[2] http://www.aerospacechain.com/
[2] https://www.avanade.com/en/industry/capital-markets
[2] https://hackercombat.com/cybersecurity-risk-readiness-of-financial-sector-measured/
[2] http://www.postrecession.com/
[2] https://www.youtube.com/watch?utm_sq=fwxx71cowl&v=0KAlzMnbIiY

Top URLs in Tweet in G4:
[28] https://www.fintechawards.lu
[18] https://www.planetcompliance.com/2019/01/08/regtech-top-100-power-list-influential-regtech-firms/
[3] https://fi.11fs.com/474
[2] https://www.planetcompliance.com/2019/01/23/innovation-hubs-v-regulatory-sandboxes-and-the-future-of-innovation-facilitators/
[2] https://www.lhoft.com/en/insights/the-innovators-a-conversation-with-olivier-debeugny-founder-and-ceo-at-lingua-custodia
[2] https://www.thetimes.co.uk/article/techie-david-brear-co-founder-of-11-fs-drags-banks-into-the-21st-century-with-podcasts-t503scwf7
[2] https://mailchi.mp/lhoft/the-ai-top-691995?e=ab1e75279f
[2] https://www.wipro.com/consulting/blockchain-islands-chain-them-all-the-way/?cid=7010K000001uXJK
[1] https://gadgets.ndtv.com/internet/news/payu-acquires-us-based-fintech-firm-wibmo-for-70-million-2022477
[1] https://www.scmp.com/business/banking-finance/article/3004877/chinese-banks-boost-fintech-spending-and-launch-services

Top URLs in Tweet in G5:
[16] http://Phys.Org
[10] https://insidebigdata.com/2019/03/31/the-power-of-crunching-big-data-effectively/
[9] http://www.computerweekly.com/
[9] https://foodtank.com/news/2019/04/a-new-global-agriculture-using-big-data-to-bring-farmers-together/
[8] https://insidebigdata.com/2019/04/05/big-datas-role-in-self-driving-car-development/
[8] https://adtmag.com/articles/2019/04/04/linkedin-avro2tf.aspx
[8] https://www.bloomberg.com/news/articles/2019-04-09/big-data-infusion-for-u-s-inflation-gauge-starts-with-apparel
[8] https://thefinancialbrand.com/77228/technology-trends-disrupting-financial-services-banking-future/
[7] http://www.law.com/
[7] https://uk.reuters.com/article/trading-algorithms-refinitiv/rpt-machine-learning-on-the-rise-in-financial-services-refinitiv-idUKL8N21S14L

Top URLs in Tweet in G6:
[4] https://medium.com/@Francesco_AI/ai-knowledge-map-how-to-classify-ai-technologies-6c073b969020
[4] https://www.360quadrants.com/software/ai-in-fintech-solutions
[4] https://www.slideshare.net/davidsjmm/banks-fintech-so-close-so-far
[3] https://www.globalwebindex.com/reports/mobile-payment-trends
[3] http://financial-inclusion.com/wp-content/uploads/2019/03/MCC1-FinInc-Report-Screen.pdf
[3] https://media.iese.edu/research/pdfs/ST-0503-E.pdf
[3] https://customerthink.com/fintech-banking-the-shift-in-customer-experience/
[2] https://thejournal.com/articles/2019/04/10/3-trends-to-watch-in-ed-tech.aspx
[2] https://www.arun.is/blog/apple-card/
[2] https://autonomous.app.box.com/v/payments-tech-mixed-reality

Top URLs in Tweet in G7:
[5] http://info.aravo.com/white-paper-cybersecurity-and-vendor-risk-the-third-party-risk-challenge-is-here-now?utm_content=89115694&utm_medium=social&utm_source=twitter&hss_channel=tw-31273094
[4] https://www.fintechmagazine.com/banking/santander-group-puts-aside-225bn-digital-transformation
[4] https://uk.reuters.com/article/us-ethiopia-airplane-boeing-output/boeing-cuts-737-max-output-in-wake-of-two-deadly-crashes-idUKKCN1RH1V9
[3] https://www.analyticsinsight.net/big-data-in-banking-all-that-you-should-know/
[3] https://www.economist.com/buttonwoods-notebook/2018/05/01/the-flaws-of-finance
[2] https://www.pymnts.com/news/banking/2019/bank-of-america-update-branches/
[2] https://www.gizmodo.com.au/2017/02/apple-pay-is-now-available-for-macquarie-bank-and-ing-direct-customers/?utm_content=buffer11773&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.scmp.com/business/banking-finance/article/3004877/chinese-banks-boost-fintech-spending-and-launch-services
[2] https://www.bankrate.com/credit-cards/android-pay-google-pay-guide/
[2] https://www.fintechmagazine.com/blockchain/ping-alibaba-among-first-regulated-blockchain-firms-china

Top URLs in Tweet in G8:
[2] https://citywireusa.com/registered-investment-advisor/news/five-habits-of-highly-successful-millennial-advisors/a1212163?i=1
[2] https://citywireusa.com/registered-investment-advisor/news/location-location-11-rias-coming-to-a-city-near-you/a1207544?re=62699&refea=770896&utm_source=BulkEmail_USA+RIA+Weekly&utm_medium=BulkEmail_USA+RIA+Weekly&utm_campaign=BulkEmail_USA+RIA+Weekly&i=1
[2] https://citywireusa.com/registered-investment-advisor/news/tech-tips-six-steps-to-a-successful-instagram-debut/a1220460?re=63660&refea=770896&utm_source=BulkEmail_USA+RIA+Weekly&utm_medium=BulkEmail_USA+RIA+Weekly&utm_campaign=BulkEmail_USA+RIA+Weekly
[2] https://citywireusa.com/registered-investment-advisor/news/wed-like-to-see-the-firm-double-in-size-beacon-pointe-bosses-reveal-growth-plans/a1205231
[2] https://citywireusa.com/registered-investment-advisor/news/investors-optimistic-as-oil-producers-slow-the-flow/a1210460
[2] https://citywireusa.com/registered-investment-advisor/news/16-4bn-b-d-taps-ex-cetera-exec-as-ceo/a1219257?re=63663&refea=770896&utm_source=BulkEmail_USA+RIA+Weekly&utm_medium=BulkEmail_USA+RIA+Weekly&utm_campaign=BulkEmail_USA+RIA+Weekly
[2] https://citywireusa.com/registered-investment-advisor/news/investors-are-more-willing-to-pay-for-advice-as-fees-slide-cerulli-says/a1218166
[2] https://www.businessinsider.com/jamie-daimon-jpmorgan-chase-ceo-impressed-worried-china-fintech-2019-4?utm_source=twitter&utm_medium=referral&utm_content=topbar&utm_term=mobile&referrer=twitter
[1] http://the-japan-news.com/news/article/0005659598
[1] https://www.iol.co.za/business-report/economy/five-sme-big-data-myths-demystified-20950502

Top URLs in Tweet in G9:
[8] https://www.iris.xyz/perspective/editors-choice-why-these-articles-were-great-48
[7] https://www.scitecheuropa.eu/fintech-scotland/94043/
[6] https://www.iris.xyz/perspective/11-most-read-iris-articles-of-the-week-14
[4] https://www.iris.xyz/perspective/11-most-read-iris-articles-of-the-week-15
[4] https://paper.li/JPNicols/1337482457?edition_id=b79184c0-5a0e-11e9-89aa-0cc47a0d1609
[3] https://paper.li/JPNicols/1337482457?edition_id=e9b87840-5ad7-11e9-89aa-0cc47a0d1609
[3] https://paper.li/JPNicols/1337482457?edition_id=36a320e0-5c6a-11e9-89aa-0cc47a0d1609
[2] https://paper.li/JPNicols/1337482457?edition_id=3a61a0f0-57b3-11e9-89aa-0cc47a0d1609
[2] https://www.finextra.com/newsarticle/33678/extend-raises-11m-for-virtual-card-issuance-platform
[2] https://www.finextra.com/newsarticle/33649/banco-santander-issues-in-app-fraud-warnings-for-mobile-transactions

Top URLs in Tweet in G10:
[2] https://www.youtube.com/watch?v=D7kpIA1cGGw&feature=youtu.be

[2] https://www.targetgroup.com/wp-content/uploads/2018/10/Target-Entrust-Document.pdf
[2] https://www.information-age.com/chatbots-customer-engagement-retention-experience-123478819/
[2] https://www.youtube.com/watch?v=Zqtb5vkpmZ0&feature=youtu.be

[1] http://ow.ly/PLFj50oho7o
[1] https://www.youtube.com/watch?v=Zqtb5vkpmZ0

[1] https://www.information-management.com/list/10-ways-technology-will-change-banking-in-2019?brief=00000159-ffbf-d8bf-af7b-ffbf558d0000
[1] https://twitter.com/i/web/status/1115188864291942403
[1] https://twitter.com/i/web/status/1115294559133736960
[1] https://twitter.com/i/web/status/1115558796145889282

Top Domains
Top Domains in Tweet in Entire Graph:
[1040] twitter.com
[259] thefinancialbrand.com
[88] forbes.com
[64] finextra.com
[58] ngenuity.com
[53] strands.com
[44] nodexlgraphgallery.org
[43] aravo.com
[43] youtube.com
[39] challengerbanks.net

Top Domains in Tweet in G1:
[189] thefinancialbrand.com
[103] twitter.com
[52] forbes.com
[40] finextra.com
[39] ngenuity.com
[17] citivelocity.com
[16] digitalbankingreport.com
[10] youtube.com
[10] faveeo.com
[9] bankinnovation.net

Top Domains in Tweet in G2:
[194] twitter.com
[52] strands.com
[43] nodexlgraphgallery.org
[29] thefinancialbrand.com
[25] pwc.com
[22] forbes.com
[21] linkedin.com
[19] sc.com
[11] aravo.com
[10] ngenuity.com

Top Domains in Tweet in G3:
[134] twitter.com
[16] thefinancialbrand.com
[14] youtube.com
[8] richmedia.com
[7] ngenuity.com
[7] advisor.ca
[7] adrimillerheckman.com
[4] lnkd.in
[4] argodata.com
[4] kurtosys.com

Top Domains in Tweet in G4:
[74] twitter.com
[28] fintechawards.lu
[20] planetcompliance.com
[4] lhoft.com
[4] 11fs.com
[3] mailchi.mp
[3] co.uk
[3] forbes.com
[3] luxembourgforfinance.com
[3] youtube.com

Top Domains in Tweet in G5:
[219] twitter.com
[37] challengerbanks.net
[23] phys.org
[22] rplg.co
[20] insidebigdata.com
[16] thefinancialbrand.com
[15] computerweekly.com
[11] bloomberg.com
[10] globenewswire.com
[9] foodtank.com

Top Domains in Tweet in G6:
[52] twitter.com
[12] bankingtech.com
[6] medium.com
[6] forbes.com
[5] slideshare.net
[4] 360quadrants.com
[4] iese.edu
[4] feedburner.com
[3] globalwebindex.com
[3] accenture.com

Top Domains in Tweet in G7:
[52] twitter.com
[31] aravo.com
[12] reuters.com
[6] fintechmagazine.com
[5] economist.com
[4] cefpro.com
[3] analyticsinsight.net
[2] pymnts.com
[2] com.au
[2] scmp.com

Top Domains in Tweet in G8:
[35] twitter.com
[20] citywireusa.com
[4] iris.xyz
[3] financial-planning.com
[2] wealthmanagement.com
[2] businessinsider.com
[1] the-japan-news.com
[1] co.za
[1] dy.si
[1] news.cn

Top Domains in Tweet in G9:
[18] iris.xyz
[18] paper.li
[12] finextra.com
[12] twitter.com
[7] scitecheuropa.eu
[5] thefinanser.com
[4] bobsguide.com
[2] paymentcomponents.com
[2] efinancialcareers.com
[1] citivelocity.com

Top Domains in Tweet in G10:
[9] twitter.com
[6] youtube.com
[4] targetgroup.com
[2] information-age.com
[1] ow.ly
[1] information-management.com
[1] targetcognito.com
[1] regtechanalyst.com
[1] careerswales.com
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2594] finserv
[2200] fintech
[1145] banking
[929] ai
[382] machinelearning
[375] bigdata
[358] blockchain
[342] innovation
[308] vc
[285] banks



Top Hashtags in Tweet in G1:
[677] fintech
[670] finserv
[460] banking
[212] ai
[85] machinelearning
[79] cybersecurity
[64] deeplearning
[62] innovation
[61] banks
[48] sales

Top Hashtags in Tweet in G2:
[676] fintech
[634] finserv
[350] ai
[257] banking
[191] blockchain
[144] innovation
[125] digitaltransformation
[125] bigdata
[104] machinelearning
[101] regtech

Top Hashtags in Tweet in G3:
[168] finserv
[68] fintech
[33] ai
[23] banking
[16] bank
[14] kiksession
[14] titworship
[14] footfetish
[14] humiliation
[14] walletdrain

Top Hashtags in Tweet in G4:
[77] fintech
[76] finserv
[31] lhoft
[30] banking
[30] regtech
[21] compliance
[19] ai
[14] blockchain
[11] finance
[10] machinelearning

Top Hashtags in Tweet in G5:
[204] bigdata
[191] finserv
[180] ai
[141] datascience
[139] machinelearning
[127] iot
[122] deeplearning
[118] nlp
[118] robots
[62] supernovaelabs

Top Hashtags in Tweet in G6:
[322] fintech
[291] finserv
[256] banking
[222] vc
[185] cryptocurrency
[149] finance
[114] banks
[76] blockchain
[38] regtech
[30] bitcoin

Top Hashtags in Tweet in G7:
[101] fintech
[97] finserv
[47] banking
[43] ai
[32] thirdpartyrisk
[20] payments
[19] compliance
[16] crypto
[15] news
[14] corpgov

Top Hashtags in Tweet in G8:
[35] finserv
[27] wealthmanagement
[18] advisors
[17] fintech
[14] ria
[12] rias
[4] financialadvisors
[4] finra
[3] ai
[3] practicemgmt

Top Hashtags in Tweet in G9:
[81] fintech
[71] finserv
[20] banking
[19] advisors
[19] innovation
[17] strategy
[17] leadership
[11] banks
[7] scotland
[7] tech

Top Hashtags in Tweet in G10:
[39] finserv
[8] banking
[7] financialservices
[6] fintech
[5] data
[4] contactcenter
[3] gdpr
[3] lending
[3] chatbots
[3] research

Top Words
Top Words in Tweet in Entire Graph:
[2935] Words in Sentiment List#1: Positive
[1215] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[89996] Non-categorized Words
[94146] Total Words
[2593] #finserv
[2200] #fintech
[1145] #banking
[1136] gt
[929] #ai

Top Words in Tweet in G1:
[677] #fintech
[670] #finserv
[460] #banking
[425] jimmarous
[233] sbmeunier
[212] #ai
[190] financial
[167] https
[148] banks
[146] t

Top Words in Tweet in G2:
[979] gt
[676] #fintech
[636] #finserv
[391] mikequindazzi
[362] antgrasso
[350] #ai
[257] #banking
[243] ume_kyd
[234] more
[219] read

Top Words in Tweet in G3:
[168] #finserv
[68] #fintech
[49] gt
[33] #ai
[31] mikequindazzi
[29] up
[26] financial
[23] top
[23] #banking
[21] s

Top Words in Tweet in G4:
[126] the_lhoft
[77] #fintech
[76] #finserv
[52] luxembourg
[41] hydrogenapi
[38] first
[37] read
[32] industry
[32] now
[31] #lhoft

Top Words in Tweet in G5:
[511] data
[503] big
[451] read
[438] more
[426] here
[228] bristowcolin
[204] #bigdata
[191] #finserv
[180] #ai
[141] #datascience

Top Words in Tweet in G6:
[322] #fintech
[291] #finserv
[256] #banking
[222] #vc
[190] maxjcm
[185] #cryptocurrency
[149] #finance
[114] #banks
[76] #blockchain
[51] new

Top Words in Tweet in G7:
[101] #fintech
[97] #finserv
[47] #banking
[43] #ai
[32] #thirdpartyrisk
[26] aravo
[20] #payments
[20] big
[20] data
[20] here

Top Words in Tweet in G8:
[35] #finserv
[26] #wealthmanagement
[18] #advisors
[17] #fintech
[14] citywireusa
[14] #ria
[12] #rias
[11] more
[10] s
[8] bristowcolin

Top Words in Tweet in G9:
[81] #fintech
[71] #finserv
[25] jpnicols
[20] #banking
[19] #advisors
[19] #innovation
[18] articles
[17] reading
[17] newsfeed
[17] #strategy

Top Words in Tweet in G10:
[39] #finserv
[26] customer
[25] appian
[24] world
[23] fast
[21] increased
[21] experiences
[20] satisfaction
[20] class
[20] customers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[818] #fintech,#finserv
[681] big,data
[654] gt,gt
[634] read,more
[573] more,here
[395] #banking,#fintech
[321] #fintech,#banking
[310] #banking,#finserv
[283] #vc,#fintech
[252] here,#bigdata

Top Word Pairs in Tweet in G1:
[395] #fintech,#finserv
[299] #banking,#fintech
[144] #finserv,https
[140] https,t
[133] t,co
[102] financial,institutions
[75] interview,cfte_edu
[75] cfte_edu,financial
[75] institutions,prepared
[75] prepared,compete

Top Word Pairs in Tweet in G2:
[561] gt,gt
[198] #fintech,#finserv
[173] read,more
[165] big,data
[139] link,gt
[134] more,here
[113] mikequindazzi,gt
[92] gt,#pwc
[91] #pwc,mikequindazzi
[86] #finserv,#ai

Top Word Pairs in Tweet in G3:
[30] #fintech,#finserv
[30] gt,gt
[14] s,up
[14] up,#kiksession
[14] #titworship,#footfetish
[14] #footfetish,#humiliation
[14] #humiliation,#walletdrain
[14] #bank,#finserv
[13] #banking,#fintech
[11] #finserv,providers

Top Word Pairs in Tweet in G4:
[28] apply,now
[27] now,read
[27] read,conversation
[26] co,founder
[25] the_lhoft,apply
[24] the_lhoft,#lhoft
[23] conversation,mrosskane
[23] mrosskane,co
[23] founder,hydrogenapi
[23] hydrogenapi,took

Top Word Pairs in Tweet in G5:
[472] big,data
[423] read,more
[415] more,here
[203] here,#bigdata
[141] #bigdata,#datascience
[119] #machinelearning,#deeplearning
[118] #datascience,#machinelearning
[118] #deeplearning,#nlp
[118] #nlp,#robots
[118] #robots,#ai

Top Word Pairs in Tweet in G6:
[209] #fintech,#banking
[206] #banking,#finserv
[204] #vc,#fintech
[185] #finserv,#cryptocurrency
[149] #cryptocurrency,#finance
[100] #finance,#banks
[68] #banks,#blockchain
[45] #fintech,#finserv
[38] #blockchain,#regtech
[23] #cryptocurrency,#

Top Word Pairs in Tweet in G7:
[24] #fintech,#finserv
[20] big,data
[15] #fintech,#news
[15] #news,#finserv
[15] #finserv,#crypto
[15] #crypto,#ai
[14] #finserv,#banking
[13] read,more
[13] #finserv,#ai
[12] gt,gt

Top Word Pairs in Tweet in G8:
[14] #wealthmanagement,#finserv
[8] big,data
[6] #ria,#rias
[6] #wealthmanagement,#ria
[5] read,more
[5] #finserv,#advisors
[5] #rias,#finserv
[5] reports,#wealthmanagement
[5] jpm's,apoorv
[5] apoorv,saxena

Top Word Pairs in Tweet in G9:
[39] #fintech,#finserv
[21] #finserv,#fintech
[18] #advisors,#finserv
[17] reading,jpnicols
[17] jpnicols,newsfeed
[17] newsfeed,#innovation
[17] #innovation,#strategy
[17] #strategy,#leadership
[17] #leadership,#fintech
[12] finextra,#fintech

Top Word Pairs in Tweet in G10:
[20] increased,customer
[20] customer,satisfaction
[20] satisfaction,world
[20] world,class
[20] class,experiences
[20] experiences,fast
[20] #finserv,customers
[17] drive,increased
[17] fast,hear
[17] hear,#finserv

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

Top Mentioned in G1:
@jimmarous
@sbmeunier
@cfte_edu
@spirosmargaris
@brettking
@rshevlin
@finextra
@ursbolt
@avokatech

Top Mentioned in G2:
@mikequindazzi
@antgrasso
@ume_kyd
@bristowcolin
@jimmarous
@ronald_vanloon
@ravikikan
@fisher85m
@pwc
@ralexjimenez

Top Mentioned in G3:
@babushka99
@1davidclarke
@panviva
@sotaconsulting

Top Mentioned in G4:
@the_lhoft
@hydrogenapi
@mrosskane
@ripple
@fastcompany
@fintechinsiders
@11fs
@luxfinance
@planetcomplianc
@sytaylor

Top Mentioned in G5:
@bristowcolin
@supernovaelabs
@evankirstel
@machine_ml
@jimmarous
@smartlogic_com
@sbmeunier
@marcusborba
@smktgsmtdablog

Top Mentioned in G6:
@maxjcm
@davidjmaireles
@mikequindazzi
@fgraillot
@topcybernews
@socialfave
@d_zimnoch
@brettking
@antgrasso
@ralexjimenez

Top Mentioned in G7:
@bristowcolin
@nafisalam
@aravo
@theeconomist
@forbes
@anthonyawasom
@paolicgpi
@visa
@santander
@mcvey_greg

Top Mentioned in G8:
@citywireusa
@bristowcolin
@whartonknows
@ianwenik
@jpmorgan
@courtmcquade
@beaconpointeria
@seusey
@copytalkusa
@cathiedwood

Top Mentioned in G9:
@jpnicols
@finextra
@neiraosci
@chris_skinner
@iris_xyz
@ursbolt
@coachjoelukacs
@fsclub
@paul_kingsman
@robisbitts

Top Mentioned in G10:
@appian
@targetgroupltd
@pennycrosman
@stessacohen
@cchiodi
@infomgmt
@sulemandn
@infobldrs
@regtechanalyst
@careerswales

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@arkangelscrap
@sectest9
@nosqldigest
@bitcoinagile
@evankirstel
@stingraytwo
@jenkers_en
@gamergeeknews
@edgametec

Top Tweeters in G1:
@arkangelscrap
@stingraytwo
@agedchild003
@justinthespace2
@howardstrauber
@nancyrubin
@thomaspower
@financialtimes
@ham_gretsky
@scmpnews

Top Tweeters in G2:
@jornalistavitor
@sectest9
@chidambara09
@eraser
@fintechna
@mulher_noticia
@lelkan
@calcaware
@machinelearnflx
@amazingchevvolt

Top Tweeters in G3:
@jenkers_en
@villamizaritpro
@infopronetwork
@freshsalis
@edit_engine
@theiotwarehouse
@alisovino
@ddianasalazar
@babushka99
@eudyzerpa

Top Tweeters in G4:
@cnn
@fastcompany
@vcloud_storage
@daviddoughty
@topcybernews
@sarahjeong
@therudingroup
@aklen
@topstartupsusa
@corpgovuk

Top Tweeters in G5:
@nosqldigest
@evankirstel
@gamergeeknews
@edgametec
@italiastartup_
@yvesmulkers
@7wdata
@machinelearn_d
@colorstreamedia
@ashot_

Top Tweeters in G6:
@drferdowsi
@enriquen
@pymnts
@datafloq
@mastercard
@cloudrocio
@fintech_futures
@customerthink
@jboogie
@nathi_sukazi

Top Tweeters in G7:
@bitcoinagile
@andrewmorrisuk
@forbes
@theeconomist
@hebertkonlabs
@sodagrrl
@bamitav
@_africa24
@gdpr25thmay18
@techpearce3

Top Tweeters in G8:
@seekingalpha
@netclubj1
@industryai
@jonchesto
@nasdaq
@finplan
@amazon
@blairhduquesnay
@netflix
@wealth_mgmt

Top Tweeters in G9:
@smoothsale
@timothy_hughes
@tendellshow
@aldo_zaffalon
@enricoverga
@iris_xyz
@techreview
@vizworld
@archonsec
@chris_skinner

Top Tweeters in G10:
@biznessreporter
@jillcastilla
@xfactorcomms
@stessacohen
@careerswales
@infomgmt
@infobldrs
@innfin
@lisakuhnphilips
@appian