#FinServ, Twitter, 8/25/2019 1:17:37 PM, 207699


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#FinServ_2019-08-25_04-30-58.xlsx
#FinServ_2019-08-25_04-30-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 25, 2019
Short Description:
#FinServ via NodeXL http://bit.ly/2ZgZeWI
@jimmarous
@enricomolinari
@santchiweb
@sbmeunier
@mikequindazzi
@antgrasso
@ralexjimenez
@interfima
@the_lhoft
@ronald_vanloon

Top hashtags:
#finserv
#fintech
#banking
#ai
#digitaltransformation
#machinelearning
#blockchain

Description:
Description
The graph represents a network of 2,302 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, 25 August 2019 at 11:32 UTC.

The requested start date was Sunday, 25 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 7-day, 11-hour, 59-minute period from Saturday, 17 August 2019 at 12:01 UTC to Sunday, 25 August 2019 at 00:00 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 : 2302
Unique Edges : 5122
Edges With Duplicates : 3826
Total Edges : 8948
Number of Edge Types : 3
Mentions : 8068
Tweet : 870
Replies to : 10
Self-Loops : 870
Reciprocated Vertex Pair Ratio : 0.0277680754453371
Reciprocated Edge Ratio : 0.054035683942226
Connected Components : 169
Single-Vertex Connected Components : 117
Maximum Vertices in a Connected Component : 2001
Maximum Edges in a Connected Component : 8581
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.49551
Graph Density : 0.00111102678509061
Modularity : 0.40704
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[150] https://thefinancialbrand.com/87227/banking-artificial-intelligence-ai-analytics-automation-trends/?smedia-twt-jm
[124] https://thefinancialbrand.com/87398/contextual-analytics-ai-banking-data-flybits/?smedia-twt-jm
[70] https://www.everestgrp.com/2018-04-5-ways-banking-financial-services-digital-leaders-differentiate-market-insights-44465.html/
[62] https://thefinancialbrand.com/podcasts/
[60] https://home.kpmg/xx/en/home/insights/2017/04/the-digital-bank-of-the-future-fs.html?utm_content=buffercc9b9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[57] https://www.forbes.com/sites/ronshevlin/2019/08/19/silicon-valley-is-eating-the-crumbs-from-the-banks-lunch/#453077fe692d
[38] https://www.sc.com/en/navigate-the-future/blockchain-mass-adoption/
[37] https://thefinancialbrand.com/87080/digital-banking-transformation-research-trends-future/?smedia-twt-jm
[36] Cashless
[29] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207224

Top URLs in Tweet in G1:
[44] https://thefinancialbrand.com/87227/banking-artificial-intelligence-ai-analytics-automation-trends/?smedia-twt-jm
[28] https://www.pwc.com/gx/en/financial-services/pdf/insurance-rpa-survey-report.pdf
[26] https://www.datasciencecentral.com/profiles/blogs/discover-how-machine-learning-can-solve-finance-industry
[25] https://howmuch.net/articles/how-much-currencies-are-worth
[22] https://www.weforum.org/agenda/2019/08/blockchain-security-trust/
[22] Cashless
[21] https://thefinancialbrand.com/87398/contextual-analytics-ai-banking-data-flybits/?smedia-twt-jm
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207224
[16] https://thefinancialbrand.com/61403/advanced-data-analytics-cognitive-banking/
[15] https://www.forbes.com/sites/ronshevlin/2019/08/19/silicon-valley-is-eating-the-crumbs-from-the-banks-lunch/#453077fe692d

Top URLs in Tweet in G2:
[61] https://www.everestgrp.com/2018-04-5-ways-banking-financial-services-digital-leaders-differentiate-market-insights-44465.html/
[54] https://home.kpmg/xx/en/home/insights/2017/04/the-digital-bank-of-the-future-fs.html?utm_content=buffercc9b9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[45] https://thefinancialbrand.com/87227/banking-artificial-intelligence-ai-analytics-automation-trends/?smedia-twt-jm
[44] https://thefinancialbrand.com/87398/contextual-analytics-ai-banking-data-flybits/?smedia-twt-jm
[29] https://www.sc.com/en/navigate-the-future/blockchain-mass-adoption/
[11] https://thefinancialbrand.com/podcasts/
[6] https://thefinancialbrand.com/67039/ai-hierarchy-of-data-needs/?smedia-twt-jm
[6] https://www2.deloitte.com/us/en/pages/financial-services/articles/banking-industry-outlook.html
[6] Cashless
[5] https://www.linkedin.com/pulse/bit-bitcoin-blockchain-too-mike-quindazzi/?utm_content=buffer1cbaf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[20] https://www.forbes.com/sites/ronshevlin/2019/08/19/silicon-valley-is-eating-the-crumbs-from-the-banks-lunch/#453077fe692d
[9] https://thefinancialbrand.com/87227/banking-artificial-intelligence-ai-analytics-automation-trends/?smedia-twt-jm
[8] https://www.forbes.com/sites/douglasmerrill/2019/05/06/fintech-needs-to-stop-tinkering-at-the-edges-of-big-data/
[7] https://thefinancialbrand.com/87080/digital-banking-transformation-research-trends-future/?smedia-twt-jm
[7] https://ceoworld.biz/2019/08/21/foray-into-fintech-can-uber-establish-consumer-trust/?utm_source=twitter&utm_medium=website&utm_campaign=SocialSnap
[7] https://thefinancialbrand.com/87398/contextual-analytics-ai-banking-data-flybits/?smedia-twt-jm
[7] https://www.planetcompliance.com/2019/01/08/regtech-top-100-power-list-influential-regtech-firms/
[6] https://www.fastcompany.com/90393490/citibank-wants-to-help-open-college-savings-accounts-for-every-kid-in-the-u-s
[6] https://qz.com/1690658/decentralized-finance-peer-to-peer-revolution-or-blockchain-fad/
[6] https://eng.ambcrypto.com/will-regulators-stand-united-or-divided-against-facebooks-libra/

Top URLs in Tweet in G4:
[7] https://www.raconteur.net/digital-transformation/automation-finance
[5] https://www.linkedin.com/slink?code=fjFqD7x
[5] https://www.weforum.org/agenda/2019/08/blockchain-security-trust/
[5] https://thefinancialbrand.com/87398/contextual-analytics-ai-banking-data-flybits/?smedia-twt-jm
[5] https://thefinancialbrand.com/87227/banking-artificial-intelligence-ai-analytics-automation-trends/?smedia-twt-jm
[4] https://www.mckinsey.com/industries/financial-services/our-insights/the-productivity-imperative-in-insurance?cid=other-soc-twi-mip-mka-oth-1908--&sid=2571882947&linkId=72240119
[2] https://thefinancialbrand.com/87080/digital-banking-transformation-research-trends-future/?smedia-twt-jm
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207224
[2] http://raconteur.net/technology/banks-must-catch-up-with-tech
[2] https://thefinancialbrand.com/podcasts/

Top URLs in Tweet in G5:
[46] https://thefinancialbrand.com/87398/contextual-analytics-ai-banking-data-flybits/?smedia-twt-jm
[45] https://thefinancialbrand.com/87227/banking-artificial-intelligence-ai-analytics-automation-trends/?smedia-twt-jm
[21] https://thefinancialbrand.com/podcasts/
[19] https://www.forbes.com/sites/ronshevlin/2019/08/19/silicon-valley-is-eating-the-crumbs-from-the-banks-lunch/#453077fe692d
[18] https://thefinancialbrand.com/87080/digital-banking-transformation-research-trends-future/?smedia-twt-jm
[11] https://thefinancialbrand.com/67039/ai-hierarchy-of-data-needs/?smedia-twt-jm
[10] https://bit.ly/2Mvt1n9
[6] in
[4] |
[3] https://thefinanser.com/2019/07/the-end-of-fintech.html/

Top URLs in Tweet in G6:
[6] https://thefinancialbrand.com/podcasts/
[4] https://twinybots.ch/
[3] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/qgTXbP
[3] https://www.darkreading.com/risk/visa-adds-new-fraud-disruption-measures/d/d-id/1335570
[3] https://www.forbes.com/sites/douglasmerrill/2019/05/06/fintech-needs-to-stop-tinkering-at-the-edges-of-big-data/
[3] http://www.postrecession.com/
[2] http://r.socialstudio.radian6.com/7557323b-bb78-4813-a08e-aded5f3a469f
[2] https://www.panviva.com/industries/financial-services/index.html
[2] https://www.raconteur.net/infographics/concerns-about-cashless
[2] https://internationalbanker.com/banking/bank-strategy-in-the-world-of-fintech/

Top URLs in Tweet in G7:
[4] https://www.forbes.com/sites/louiscolumbus/2019/08/15/why-ai-is-the-future-of-financial-services/#6a1dcd653847
[4] https://go.forrester.com/digital-financial-services-asia-pacific/
[4] https://www.bankingtech.com/2019/05/why-should-banks-and-fintechs-work-together/
[3] https://thefinancialbrand.com/podcasts/
[3] https://knect365.com/quantminds/article/2e9281d4-5f12-4328-bca8-a36815e03c65/ai-and-the-finance-sector-innovation-or-misdirection
[3] https://www.itcinfotech.com/resource/whitepaper/whats-consumer-behaviour-got-to-do-with-digital-banking/
[2] https://www2.deloitte.com/ch/en/pages/financial-services/articles/ecosystems-2021-was-bringt-die-zukunft.html
[2] https://www.cbinsights.com/reports/CB-Insights_Fintech-Report-Q2-2019.pdf
[2] https://www.slideshare.net/OECD-DAF/digital-disruption-in-financial-markets-barberis-june-2019-oecd-discussion
[2] https://s3.amazonaws.com/qed-uploads/The+Copernican+Revolution+in+Banking+-+Publication+Version.pdf

Top URLs in Tweet in G8:
[7] https://cointelegraph.com/news/crypto-regulation-outlook-in-2019-what-is-the-global-scenario
[2] https://www.sc.com/en/navigate-the-future/blockchain-mass-adoption/
[1] https://www.lhoft.com/en/meet-the-fintech-community/startup-stories-round-3
[1] https://www.information-age.com/blockchain-financial-services-digital-assets-123484504/
[1] https://thefinancialbrand.com/87080/digital-banking-transformation-research-trends-future/?smedia-twt-jm
[1] https://ibsintelligence.com/ibs-journal/ibs-news/regtech-india-funding-tracxn/
[1] https://www.lhoft.com/en/meet-the-fintech-community/canada-fintech-forum
[1] https://twitter.com/i/web/status/1164085529782173696
[1] https://twitter.com/i/web/status/1164106062682718208
[1] https://twitter.com/i/web/status/1164115168042860544

Top URLs in Tweet in G9:
[9] https://nextbillion.net/news/m-pesa-remains-primarily-a-payments-tool-a-2019-cgap-survey-reveals/?utm_sq=g68xg285fk&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillion&utm_content=NBNewsEventsJobs
[3] https://nextbillion.net/news/in-sierra-leone-new-kiva-protocol-uses-blockchain-to-benefit-unbanked/?utm_sq=g67r8ac318&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillionFH&utm_content=NBNewsEventsJobs
[2] https://nextbillion.net/financial-inclusion-impacting-sdgs/?utm_sq=g06ojj7nlo&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillion&utm_content=BFAPosts
[2] https://nextbillion.net/news/viewpoint-perpetual-debt-in-the-silicon-savannah/?utm_sq=g620p45dkw&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillion&utm_content=NBNewsEventsJobs
[2] https://nextbillion.net/news/69959/?utm_sq=g68tpcmstl&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillion&utm_content=NBNewsEventsJobs
[1] https://nextbillion.net/news/microfinance-is-driving-many-sri-lankan-borrowers-to-despair/?utm_sq=g65fxv5sgv&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillion&utm_content=NBNewsEventsJobs
[1] https://twitter.com/i/web/status/1164432066643222528
[1] https://twitter.com/i/web/status/1164577059886292992
[1] https://nextbillion.net/womens-financial-inclusion-ecosystem/?utm_sq=g611s8o434&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillion&utm_content=NBDailyPostTweets
[1] https://nextbillion.net/news/viewpoint-for-facebooks-cryptocurrency-the-well-may-already-be-poisoned/?utm_sq=g65dv96vim&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillion&utm_content=NBNewsEventsJobs

Top URLs in Tweet in G10:
[1] http://r.socialstudio.radian6.com/ce18a3c1-8926-4c2d-a590-22fb41cb2dd4
[1] https://twitter.com/i/web/status/1163941312032313352
[1] https://www.hollywoodreporter.com/news/taylor-swift-calls-trump-talks-2020-election-hillary-clinton-1234274
[1] https://www.linkedin.com/pulse/how-use-marketing-align-customer-experience-journey-dan-galante
[1] https://www.statista.com/chart/17909/pos-mobile-payment-user-penetration-rates/

Top Domains
Top Domains in Tweet in Entire Graph:
[541] twitter.com
[444] thefinancialbrand.com
[181] forbes.com
[80] everestgrp.com
[71] linkedin.com
[70] finextra.com
[61] home.kpmg
[41] pwc.com
[40] datasciencecentral.com
[39] bit.ly

Top Domains in Tweet in G1:
[155] twitter.com
[117] thefinancialbrand.com
[57] forbes.com
[43] finextra.com
[37] datasciencecentral.com
[34] pwc.com
[28] weforum.org
[27] linkedin.com
[26] nodexlgraphgallery.org
[25] howmuch.net

Top Domains in Tweet in G2:
[113] thefinancialbrand.com
[69] everestgrp.com
[54] home.kpmg
[53] twitter.com
[29] sc.com
[12] deloitte.com
[11] linkedin.com
[7] bit.ly
[4] epiphany.eu
[4] pwc.com

Top Domains in Tweet in G3:
[95] twitter.com
[67] forbes.com
[31] thefinancialbrand.com
[21] finextra.com
[12] thefintechtimes.com
[11] thefinanser.com
[10] youtube.com
[9] fintechfutures.com
[9] planetcompliance.com
[9] fastcompany.com

Top Domains in Tweet in G4:
[26] twitter.com
[15] thefinancialbrand.com
[9] raconteur.net
[7] linkedin.com
[6] visualcapitalist.com
[5] weforum.org
[4] forbes.com
[4] mckinsey.com
[2] nodexlgraphgallery.org
[1] faveeo.com

Top Domains in Tweet in G5:
[146] thefinancialbrand.com
[21] forbes.com
[19] twitter.com
[13] bit.ly
[12] faveeo.com
[5] radian6.com
[3] nodexlgraphgallery.org
[3] thefinanser.com
[3] com.au
[3] finextra.com

Top Domains in Tweet in G6:
[60] twitter.com
[10] linkedin.com
[6] forbes.com
[6] thefinancialbrand.com
[4] twinybots.ch
[4] youtube.com
[3] ziftsolutions.com
[3] po.st
[3] darkreading.com
[3] richmedia.com

Top Domains in Tweet in G7:
[28] twitter.com
[8] forbes.com
[5] thefinancialbrand.com
[4] deloitte.com
[4] forrester.com
[4] bankingtech.com
[3] cbinsights.com
[3] knect365.com
[3] itcinfotech.com
[3] slideshare.net

Top Domains in Tweet in G8:
[13] twitter.com
[7] cointelegraph.com
[6] forbes.com
[3] lhoft.com
[3] thefinancialbrand.com
[2] ibsintelligence.com
[2] fintech.global
[2] sc.com
[1] information-age.com
[1] gomedici.com

Top Domains in Tweet in G9:
[23] nextbillion.net
[7] twitter.com
[3] datahack4fi.org
[1] surveymonkey.com

Top Domains in Tweet in G10:
[1] radian6.com
[1] twitter.com
[1] hollywoodreporter.com
[1] linkedin.com
[1] statista.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2354] finserv
[2058] fintech
[1149] banking
[1144] ai
[390] digitaltransformation
[372] machinelearning
[266] blockchain
[242] bigdata
[241] iot
[239] artificialintelligence



Top Hashtags in Tweet in G1:
[758] fintech
[732] finserv
[532] ai
[337] banking
[187] machinelearning
[177] insurtech
[144] bigdata
[125] digitaltransformation
[97] blockchain
[93] artificialintelligence

Top Hashtags in Tweet in G2:
[281] finserv
[270] fintech
[209] ai
[149] banking
[110] infographics
[104] iot
[100] blockchain
[91] digitaltransformation
[78] artificialintelligence
[78] machinelearning

Top Hashtags in Tweet in G3:
[449] finserv
[398] fintech
[262] banking
[65] payments
[50] ai
[36] paytech
[35] digitaltransformation
[31] innovation
[26] financialservices
[24] machinelearning

Top Hashtags in Tweet in G4:
[175] finserv
[111] fintech
[108] ai
[70] electric
[53] smartcities
[45] vc
[44] banking
[40] robot
[40] tech
[39] ebike

Top Hashtags in Tweet in G5:
[200] fintech
[199] finserv
[184] banking
[86] ai
[72] digitaltransformation
[48] machinelearning
[32] bigdata
[17] artificialintelligence
[14] voicefirst
[12] digitalbanking

Top Hashtags in Tweet in G6:
[121] finserv
[41] fintech
[27] banking
[18] payments
[13] china
[12] smartphones
[12] retail
[9] ai
[8] financial
[7] digitaltransformation

Top Hashtags in Tweet in G7:
[70] finserv
[56] fintech
[52] banking
[25] technology
[24] ai
[24] innovation
[23] cx
[15] data
[13] banks
[12] disruption

Top Hashtags in Tweet in G8:
[70] fintech
[45] finserv
[41] regtech
[33] innovation
[31] ai
[28] digitaltransformation
[25] banking
[24] blockchain
[19] luxembourg
[19] smartdata

Top Hashtags in Tweet in G9:
[15] finserv
[9] mpesa
[9] fintech
[8] financialinclusion
[5] datafest
[4] microfinance
[4] blockchain
[4] womensempowerment
[3] capetown
[3] kigali

Top Hashtags in Tweet in G10:
[16] ai
[8] fintech
[6] ml
[6] finserv
[5] marketing
[5] customerexperience
[5] customerjourney
[5] custserv
[5] cx
[5] sales

Top Words
Top Words in Tweet in Entire Graph:
[3132] Words in Sentiment List#1: Positive
[945] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[93289] Non-categorized Words
[97366] Total Words
[2354] #finserv
[2157] gt
[2049] #fintech
[1149] #banking
[1144] #ai

Top Words in Tweet in G1:
[920] gt
[756] #fintech
[732] #finserv
[532] #ai
[337] #banking
[303] mikequindazzi
[259] sbmeunier
[215] jimmarous
[187] #machinelearning
[177] #insurtech

Top Words in Tweet in G2:
[1089] gt
[670] antgrasso
[378] mikequindazzi
[314] financial
[281] #finserv
[270] #fintech
[237] digital
[226] link
[225] banks
[222] services

Top Words in Tweet in G3:
[449] #finserv
[393] #fintech
[262] #banking
[84] s
[69] #payments
[68] ralexjimenez
[59] jimmarous
[56] gt
[52] digital
[50] #ai

Top Words in Tweet in G4:
[426] enricomolinari
[181] ty
[175] #finserv
[111] #fintech
[108] #ai
[70] #electric
[53] #smartcities
[45] #vc
[44] #banking
[42] packages

Top Words in Tweet in G5:
[264] jimmarous
[200] #fintech
[199] #finserv
[184] #banking
[123] financialbrand
[121] banking
[98] vaults
[93] data
[86] bank
[86] #ai

Top Words in Tweet in G6:
[121] #finserv
[40] #fintech
[34] gt
[27] #banking
[18] #payments
[17] help
[17] new
[16] customer
[15] s
[15] 1

Top Words in Tweet in G7:
[70] #finserv
[56] #fintech
[52] #banking
[25] #technology
[24] #ai
[24] #innovation
[23] #cx
[19] financial
[17] banks
[16] new

Top Words in Tweet in G8:
[76] the_lhoft
[69] #fintech
[48] ume_kyd
[45] #finserv
[41] #regtech
[33] #innovation
[31] #ai
[29] financial
[28] up
[28] #digitaltransformation

Top Words in Tweet in G9:
[18] news
[18] nextbillion
[15] #finserv
[14] 2019
[11] 5
[10] survey
[9] bitcoinke
[9] #mpesa
[9] remains
[9] primarily

Top Words in Tweet in G10:
[16] #ai
[9] wiprodigital
[9] gt
[8] #fintech
[7] ai
[6] powerful
[6] driving
[6] growth
[6] contribute
[6] additional

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1260] gt,gt
[783] #fintech,#finserv
[449] #banking,#fintech
[295] financial,services
[271] #finserv,#banking
[251] link,gt
[251] mikequindazzi,gt
[217] #ai,#machinelearning
[206] #finserv,#fintech
[202] bank,future

Top Word Pairs in Tweet in G1:
[601] gt,gt
[196] #fintech,#finserv
[156] #finserv,https
[140] https,t
[134] t,co
[116] mikequindazzi,gt
[106] #banking,#fintech
[94] #ai,#machinelearning
[85] #fintech,#insurtech
[82] #banking,#finserv

Top Word Pairs in Tweet in G2:
[575] gt,gt
[224] link,gt
[155] financial,services
[119] mikequindazzi,gt
[118] #banking,#fintech
[116] antgrasso,banks
[110] #fintech,#finserv
[99] bank,future
[85] digital,transformation
[81] banks,success

Top Word Pairs in Tweet in G3:
[176] #fintech,#finserv
[131] #finserv,#banking
[45] #banking,#finserv
[41] #finserv,#fintech
[35] #banking,#fintech
[32] gt,gt
[30] #payments,#paytech
[26] silicon,valley
[21] eating,crumbs
[20] valley,eating

Top Word Pairs in Tweet in G4:
[53] enricomolinari,#smartcities
[53] #smartcities,#finserv
[42] packages,ty
[42] #finserv,#vc
[39] welcome,unconventional
[39] unconventional,#electric
[39] #electric,#ebike
[39] #ebike,ty
[39] ty,lopifitus
[39] lopifitus,enricomolinari

Top Word Pairs in Tweet in G5:
[133] #fintech,#finserv
[132] #banking,#fintech
[51] financialbrand,#digitaltransformation
[49] vaults,well
[49] well,money
[49] money,vaults
[49] #finserv,#ai
[48] bank,future
[48] future,data
[48] data,vaults

Top Word Pairs in Tweet in G6:
[28] #fintech,#finserv
[22] gt,gt
[12] 1,2
[12] 2,billion
[12] billion,people
[12] people,#china
[12] #china,uses
[12] uses,#smartphones
[12] #smartphones,#payments
[12] #payments,#retail

Top Word Pairs in Tweet in G7:
[19] #fintech,#finserv
[17] #banking,#fintech
[11] #banking,#finserv
[10] financial,services
[9] #innovation,#technology
[9] work,together
[7] #finserv,#fintech
[7] banks,leveraging
[7] leveraging,#banking
[7] #banking,license

Top Word Pairs in Tweet in G8:
[19] award,#regtech
[13] #fintech,#finserv
[12] start,up
[12] financial,services
[11] s'assurer,contre
[11] contre,changement
[11] changement,climatique
[11] climatique,start
[11] up,israélo
[11] israélo,luxembourgeoise

Top Word Pairs in Tweet in G9:
[10] nextbillion,news
[9] news,bitcoinke
[9] bitcoinke,#mpesa
[9] #mpesa,remains
[9] remains,primarily
[9] primarily,payments
[9] payments,tool
[9] tool,2019
[9] 2019,cgap
[9] cgap,survey

Top Word Pairs in Tweet in G10:
[6] powerful,driving
[6] driving,growth
[6] growth,ai
[6] ai,#ai
[6] #ai,contribute
[6] contribute,additional
[6] additional,15
[6] 15,7
[6] 7,trillion
[6] trillion,global

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@antgrasso
@jimmarous
@mikequindazzi
@sbmeunier
@enricomolinari
@financialbrand
@ronald_vanloon
@fina
@ipfconline1
@ralexjimenez

Top Mentioned in G1:
@sbmeunier
@jimmarous
@mikequindazzi
@enricomolinari
@antgrasso
@financialbrand
@wef
@immbm
@fabriziobustama
@maxjcm

Top Mentioned in G2:
@antgrasso
@mikequindazzi
@jimmarous
@ronald_vanloon
@ipfconline1
@everestgroup
@pwc
@antgras
@piktochart
@visualcap

Top Mentioned in G3:
@ralexjimenez
@jimmarous
@rshevlin
@sbmeunier
@forbes
@jpnicols
@finextra
@facebook
@leimer
@anthonyawasom

Top Mentioned in G4:
@enricomolinari
@digitaltrends
@lopifitus
@bostondynamics
@wef
@jimmarous
@nowthisnews
@intengineering
@visualcap
@raconteur

Top Mentioned in G5:
@jimmarous
@financialbrand
@fina
@sbmeunier
@rshevlin
@ronald_vanloon
@ralexjimenez
@fin
@mikequindazzi
@deeplearn007

Top Mentioned in G6:
@openxccessbank
@traxpay
@panviva
@queen__sophie

Top Mentioned in G7:
@davidjmaireles
@jimmarous
@psb_dc
@sbmeunier
@finhealthnet
@bonddotai
@louiscolumbus
@forbes
@tiffani_bova
@fintech_futures

Top Mentioned in G8:
@the_lhoft
@ume_kyd
@oko_insurance
@antgrasso
@jimmarous
@luxregtech
@governance_com
@lendableuk
@creditsuisse
@numbrs

Top Mentioned in G9:
@nextbillion
@bitcoinke
@cgap
@visionfund
@nextbillionfh
@bfaglobal
@cenfri_org
@finmarktrust
@mastercardfdn
@i2ifacility

Top Mentioned in G10:
@wiprodigital
@nydentalrep
@alvinfoo
@haroldsinnott
@raconteur
@psb_dc
@fklivestolearn
@sanjay_abraham
@lorelei_1210
@marcusleathwood

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@resilient_ent
@nosqldigest
@edinburghwatch
@deejayiwan
@evankirstel
@startupsbot
@inquirerdotnet
@techl0g

Top Tweeters in G1:
@arkangelscrap
@nosqldigest
@startupsbot
@chidambara09
@kotaknaren
@guardian
@gmizrachi
@fintechna
@richsimmondsza
@iam__network

Top Tweeters in G2:
@sectest9
@resilient_ent
@tess_blue815
@akwyz
@grattongirl
@alcinx
@bernardo_pirola
@ernieschell
@btptechsearch
@ene3112

Top Tweeters in G3:
@techl0g
@csa_dvillamizar
@businessinsider
@reuters
@kingofpayments
@nubank
@andrewmorrisuk
@jeandoobs
@vanalich
@gambiste1

Top Tweeters in G4:
@deejayiwan
@evankirstel
@lorimoreno
@eraser
@rvp
@humbertozamorar
@valaafshar
@a31x64vijay
@gvalan
@vivmilano

Top Tweeters in G5:
@aldoceccarelli
@ottlegalrebels
@itknowingness
@billnigh
@machinelearnflx
@gezgintrk
@drsanjaypsahoo
@mediapython
@sachatb
@jldercle

Top Tweeters in G6:
@andysugs
@freshsalis
@3eani
@conciergewm
@alisovino
@robinyearsley
@allstartupsin
@vizworld
@postrecession
@bigdata_fr

Top Tweeters in G7:
@aaronrutter9
@marshacollier
@lucabattanta
@yeshuakenneth
@ricardo_ik_ahau
@therudingroup
@psb_dc
@pewresearch
@pdrini_guardian
@ana_love050

Top Tweeters in G8:
@yuukifushimi
@jacobwolinsky
@metlife
@greentechdon
@macalonzomha671
@michaeldacosta
@marycarey9
@thomsonreuters
@samuel_mchl
@darrendeath

Top Tweeters in G9:
@techcrunch
@theeconomist
@jmmuriu
@ieakwame
@bostonreview
@undp
@stratfor
@nextbillion
@devex
@unc

Top Tweeters in G10:
@mjoehlerich
@dme_health
@dme_jun
@haroldsinnott
@tomhall
@raybordogna
@markj_ohnson
@waronepilepsy
@wiprodigital
@pharmamarket3


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