#FinServ, Twitter, 8/26/2019 3:59:04 PM, 207818


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#FinServ_2019-08-26_04-30-58.xlsx
#FinServ_2019-08-26_04-30-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 26, 2019
Short Description:
#FinServ via NodeXL http://bit.ly/2NxgL65
@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 2,301 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, 26 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, 58-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 : 2301
Unique Edges : 5120
Edges With Duplicates : 3826
Total Edges : 8946
Number of Edge Types : 3
Mentions : 8066
Tweet : 870
Replies to : 10
Self-Loops : 870
Reciprocated Vertex Pair Ratio : 0.0277777777777778
Reciprocated Edge Ratio : 0.0540540540540541
Connected Components : 169
Single-Vertex Connected Components : 117
Maximum Vertices in a Connected Component : 2000
Maximum Edges in a Connected Component : 8579
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.49581
Graph Density : 0.00111161498781248
Modularity : 0.398701
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:
[60] https://www.everestgrp.com/2018-04-5-ways-banking-financial-services-digital-leaders-differentiate-market-insights-44465.html/
[53] 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
[46] https://thefinancialbrand.com/87227/banking-artificial-intelligence-ai-analytics-automation-trends/?smedia-twt-jm
[45] 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/
[13] https://thefinancialbrand.com/podcasts/
[7] |
[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

Top URLs in Tweet in G2:
[39] https://thefinancialbrand.com/87227/banking-artificial-intelligence-ai-analytics-automation-trends/?smedia-twt-jm
[27] https://www.pwc.com/gx/en/financial-services/pdf/insurance-rpa-survey-report.pdf
[26] https://howmuch.net/articles/how-much-currencies-are-worth
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207224
[24] https://www.datasciencecentral.com/profiles/blogs/discover-how-machine-learning-can-solve-finance-industry
[23] https://www.weforum.org/agenda/2019/08/blockchain-security-trust/
[22] Cashless
[16] https://www.forbes.com/sites/ronshevlin/2019/08/19/silicon-valley-is-eating-the-crumbs-from-the-banks-lunch/#453077fe692d
[15] https://thefinancialbrand.com/87398/contextual-analytics-ai-banking-data-flybits/?smedia-twt-jm
[14] https://thefinancialbrand.com/61403/advanced-data-analytics-cognitive-banking/

Top URLs in Tweet in G3:
[12] https://www.forbes.com/sites/danielnewman/2018/05/21/understanding-the-six-pillars-of-digital-transformation-beyond-tech/amp/?__twitter_impression=true
[8] https://thefinancialbrand.com/87398/contextual-analytics-ai-banking-data-flybits/?smedia-twt-jm
[7] https://www.information-management.com/opinion/9-top-trends-that-are-driving-ai-and-software-investments
[7] https://www.raconteur.net/digital-transformation/automation-finance
[5] https://thefinancialbrand.com/87227/banking-artificial-intelligence-ai-analytics-automation-trends/?smedia-twt-jm
[4] https://www.weforum.org/agenda/2019/08/blockchain-security-trust/
[4] http://insurancethoughtleadership.com/4-major-trends-for-tomorrows-insurance/
[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
[3] https://www.forbes.com/sites/ronshevlin/2019/08/19/silicon-valley-is-eating-the-crumbs-from-the-banks-lunch/#453077fe692d
[3] https://thefinancialbrand.com/podcasts/

Top URLs in Tweet in G4:
[49] https://thefinancialbrand.com/87398/contextual-analytics-ai-banking-data-flybits/?smedia-twt-jm
[47] https://thefinancialbrand.com/87227/banking-artificial-intelligence-ai-analytics-automation-trends/?smedia-twt-jm
[23] https://thefinancialbrand.com/podcasts/
[19] https://thefinancialbrand.com/87080/digital-banking-transformation-research-trends-future/?smedia-twt-jm
[11] https://bit.ly/2Mvt1n9
[11] https://thefinancialbrand.com/67039/ai-hierarchy-of-data-needs/?smedia-twt-jm
[4] https://www.forbes.com/sites/ronshevlin/2019/08/19/silicon-valley-is-eating-the-crumbs-from-the-banks-lunch/#453077fe692d
[3] https://bit.ly/31dWxTu
[3] https://thefinanser.com/2019/07/the-end-of-fintech.html/
[2] https://bit.ly/2SXLdqK

Top URLs in Tweet in G5:
[31] https://www.forbes.com/sites/ronshevlin/2019/08/19/silicon-valley-is-eating-the-crumbs-from-the-banks-lunch/#453077fe692d
[13] https://thefinancialbrand.com/87227/banking-artificial-intelligence-ai-analytics-automation-trends/?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/podcasts/
[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://thefinancialbrand.com/87398/contextual-analytics-ai-banking-data-flybits/?smedia-twt-jm
[6] https://www.planetcompliance.com/2019/01/23/innovation-hubs-v-regulatory-sandboxes-and-the-future-of-innovation-facilitators/
[5] https://www.forbes.com/sites/douglasmerrill/2019/05/06/fintech-needs-to-stop-tinkering-at-the-edges-of-big-data/

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:
[6] https://cointelegraph.com/news/crypto-regulation-outlook-in-2019-what-is-the-global-scenario
[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
[1] https://www.forbes.com/sites/philippebranch/2019/08/21/artificial-intelligence-beyond-the-buzzword-from-two-fintech-ceos/#69b11c467113

Top URLs in Tweet in G8:
[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 G9:
[8] https://www.forbes.com/sites/louiscolumbus/2019/08/15/why-ai-is-the-future-of-financial-services/?ss=cybersecurity
[7] https://www.youtube.com/watch?reload=9&v=hs3RXtZfeWM
[6] Cashless
[3] https://thinking.hhcc.com/hubfs/Hill
[3] Holliday
[3] |
[3] Culture-
[3] The
[3] Marketer's
[3] Guide

Top URLs in Tweet in G10:
[6] https://www.iris.xyz/perspective/11-most-read-iris-articles-week-34
[5] https://www.iris.xyz/advisor/editors-choice-why-these-articles-were-great-62
[4] https://www.iris.xyz/perspective/11-most-read-iris-articles-of-the-week-35
[2] https://www.computerweekly.com/feature/Financial-services-and-cloud-Delivering-digital-transformation-in-a-highly-regulated-industry
[1] https://www.linkedin.com/slink?code=eeRXk7K

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:
[119] thefinancialbrand.com
[79] twitter.com
[69] everestgrp.com
[53] home.kpmg
[29] sc.com
[16] deloitte.com
[14] linkedin.com
[12] forbes.com
[5] pwc.com
[5] forrester.com

Top Domains in Tweet in G2:
[163] twitter.com
[104] thefinancialbrand.com
[48] forbes.com
[44] finextra.com
[35] datasciencecentral.com
[33] pwc.com
[32] nodexlgraphgallery.org
[29] weforum.org
[28] linkedin.com
[26] howmuch.net

Top Domains in Tweet in G3:
[29] twitter.com
[22] thefinancialbrand.com
[18] forbes.com
[9] linkedin.com
[9] raconteur.net
[8] visualcapitalist.com
[7] information-management.com
[4] weforum.org
[4] insurancethoughtleadership.com
[4] mckinsey.com

Top Domains in Tweet in G4:
[154] thefinancialbrand.com
[17] twitter.com
[16] bit.ly
[5] forbes.com
[5] radian6.com
[4] finextra.com
[3] thefinanser.com
[2] thriveglobal.com
[2] fintechfutures.com
[2] vonage.com

Top Domains in Tweet in G5:
[76] twitter.com
[75] forbes.com
[29] thefinancialbrand.com
[14] planetcompliance.com
[13] faveeo.com
[11] thefintechtimes.com
[10] finextra.com
[9] fastcompany.com
[8] qz.com
[8] pymnts.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:
[12] twitter.com
[6] cointelegraph.com
[6] forbes.com
[3] lhoft.com
[2] thefinancialbrand.com
[2] ibsintelligence.com
[2] fintech.global
[1] information-age.com
[1] gomedici.com
[1] altfi.com

Top Domains in Tweet in G8:
[23] nextbillion.net
[7] twitter.com
[3] datahack4fi.org
[1] surveymonkey.com

Top Domains in Tweet in G9:
[22] twitter.com
[9] personetics.com
[9] forbes.com
[7] youtube.com
[7] paper.li
[5] engati.com
[4] computerweekly.com
[4] bit.ly
[3] linkedin.com
[3] hhcc.com

Top Domains in Tweet in G10:
[15] iris.xyz
[2] computerweekly.com
[1] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2355] finserv
[2059] fintech
[1149] banking
[1143] ai
[390] digitaltransformation
[371] machinelearning
[266] blockchain
[242] bigdata
[241] iot
[239] artificialintelligence



Top Hashtags in Tweet in G1:
[348] finserv
[327] fintech
[257] ai
[233] banking
[117] artificialintelligence
[114] infographics
[112] iot
[105] blockchain
[78] digitaltransformation
[73] machinelearning

Top Hashtags in Tweet in G2:
[777] fintech
[775] finserv
[485] ai
[331] banking
[176] machinelearning
[152] insurtech
[136] digitaltransformation
[135] bigdata
[95] vc
[91] blockchain

Top Hashtags in Tweet in G3:
[227] finserv
[157] fintech
[139] ai
[70] electric
[61] banking
[56] smartcities
[50] vc
[42] tech
[41] ebike
[39] robot

Top Hashtags in Tweet in G4:
[188] finserv
[179] fintech
[170] banking
[95] ai
[78] digitaltransformation
[57] machinelearning
[32] bigdata
[17] artificialintelligence
[15] voicefirst
[13] innovation

Top Hashtags in Tweet in G5:
[344] fintech
[334] finserv
[238] banking
[49] ai
[47] payments
[34] paytech
[32] insurtech
[27] digitaltransformation
[27] startup
[26] machinelearning

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:
[65] fintech
[40] finserv
[39] regtech
[33] innovation
[29] ai
[28] digitaltransformation
[24] banking
[22] blockchain
[19] luxembourg
[19] smartdata

Top Hashtags in Tweet in G8:
[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 G9:
[74] finserv
[62] fintech
[52] ai
[26] banking
[22] tech
[16] ml
[14] selfdrivingfinance
[13] technews
[12] cx
[10] machinelearning

Top Hashtags in Tweet in G10:
[21] finserv
[15] advisors
[2] security
[2] trust
[1] rias
[1] openbanking

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
[93286] Non-categorized Words
[97363] Total Words
[2355] #finserv
[2157] gt
[2050] #fintech
[1149] #banking
[1143] #ai

Top Words in Tweet in G1:
[1090] gt
[658] antgrasso
[366] mikequindazzi
[348] #finserv
[327] #fintech
[323] financial
[257] #ai
[243] banks
[235] digital
[233] #banking

Top Words in Tweet in G2:
[915] gt
[775] #finserv
[771] #fintech
[485] #ai
[331] #banking
[310] mikequindazzi
[265] sbmeunier
[190] jimmarous
[176] #machinelearning
[164] https

Top Words in Tweet in G3:
[441] enricomolinari
[227] #finserv
[188] ty
[157] #fintech
[139] #ai
[70] #electric
[61] #banking
[56] #smartcities
[50] #vc
[46] gt

Top Words in Tweet in G4:
[263] jimmarous
[188] #finserv
[179] #fintech
[170] #banking
[132] financialbrand
[121] banking
[104] vaults
[98] data
[95] #ai
[92] bank

Top Words in Tweet in G5:
[344] #fintech
[334] #finserv
[238] #banking
[76] s
[72] ralexjimenez
[71] jimmarous
[51] #payments
[49] #ai
[47] innovation
[46] rshevlin

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:
[73] the_lhoft
[64] #fintech
[48] ume_kyd
[40] #finserv
[39] #regtech
[33] #innovation
[29] #ai
[28] #digitaltransformation
[27] up
[27] financial

Top Words in Tweet in G8:
[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 G9:
[74] #finserv
[62] #fintech
[52] #ai
[26] #banking
[24] personetics
[22] #tech
[20] jpnicols
[18] banks
[17] s
[17] bank

Top Words in Tweet in G10:
[21] #finserv
[15] articles
[15] #advisors
[10] 11
[10] read
[10] iris
[10] week
[7] great
[5] editors
[5] choice

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
[216] #ai,#machinelearning
[206] #finserv,#fintech
[202] bank,future

Top Word Pairs in Tweet in G1:
[573] gt,gt
[222] link,gt
[162] financial,services
[137] #banking,#fintech
[130] #fintech,#finserv
[118] mikequindazzi,gt
[113] antgrasso,banks
[101] bank,future
[84] digital,transformation
[80] banks,success

Top Word Pairs in Tweet in G2:
[597] gt,gt
[216] #fintech,#finserv
[153] #finserv,https
[143] https,t
[138] t,co
[115] mikequindazzi,gt
[98] #banking,#fintech
[90] #banking,#finserv
[83] #ai,#machinelearning
[74] #finserv,#fintech

Top Word Pairs in Tweet in G3:
[56] enricomolinari,#smartcities
[56] #smartcities,#finserv
[43] #finserv,#vc
[41] #fintech,#finserv
[41] welcome,unconventional
[41] unconventional,#electric
[41] #electric,#ebike
[41] #ebike,ty
[41] ty,lopifitus
[41] lopifitus,enricomolinari

Top Word Pairs in Tweet in G4:
[138] #fintech,#finserv
[135] #banking,#fintech
[58] financialbrand,#digitaltransformation
[52] vaults,well
[52] well,money
[52] money,vaults
[51] bank,future
[51] future,data
[51] data,vaults
[50] #finserv,#ai

Top Word Pairs in Tweet in G5:
[128] #finserv,#banking
[125] #fintech,#finserv
[48] #finserv,#fintech
[44] #banking,#finserv
[38] silicon,valley
[35] #banking,#fintech
[32] valley,eating
[32] eating,crumbs
[32] crumbs,banks'
[32] banks',lunch

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] award,#regtech
[12] start,up
[12] #fintech,#finserv
[11] 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 G8:
[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 G9:
[45] #fintech,#finserv
[14] #finserv,#banking
[12] #banking,#tech
[12] #tech,#technews
[10] financial,services
[10] #finserv,#provokemanagement
[10] #provokemanagement,#provokefm
[10] #provokefm,#speaker
[10] #speaker,#keynote
[10] #keynote,#speakermanagement

Top Word Pairs in Tweet in G10:
[15] #finserv,#advisors
[10] 11,read
[10] read,iris
[10] iris,articles
[10] articles,week
[10] week,#finserv
[5] editors,choice
[5] choice,articles
[5] articles,great
[5] great,#finserv

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:
@antgrasso
@mikequindazzi
@jimmarous
@ronald_vanloon
@everestgroup
@ipfconline1
@pwc
@visualcap
@piktochart
@antgras

Top Mentioned in G2:
@sbmeunier
@jimmarous
@mikequindazzi
@antgrasso
@enricomolinari
@wef
@financialbrand
@fabriziobustama
@spirosmargaris
@ravikikan

Top Mentioned in G3:
@enricomolinari
@jimmarous
@lopifitus
@digitaltrends
@bostondynamics
@wef
@nowthisnews
@intengineering
@globaliqx
@sbmeunier

Top Mentioned in G4:
@jimmarous
@financialbrand
@sbmeunier
@fina
@ronald_vanloon
@rshevlin
@ipfconline1
@fin
@mikequindazzi
@cgledhill

Top Mentioned in G5:
@ralexjimenez
@jimmarous
@rshevlin
@sbmeunier
@forbes
@facebook
@antgrasso
@financialbrand
@visa
@claudiomkd

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

Top Mentioned in G7:
@the_lhoft
@ume_kyd
@oko_insurance
@antgrasso
@luxregtech
@governance_com
@lendableuk
@creditsuisse
@numbrs
@thomsonreuters

Top Mentioned in G8:
@nextbillion
@bitcoinke
@cgap
@visionfund
@nextbillionfh
@bfaglobal
@cenfri_org
@finmarktrust
@mastercardfdn
@i2ifacility

Top Mentioned in G9:
@personetics
@jpnicols
@bamitav
@sbmeunier
@officialhemp
@provokemgmt
@finovate
@usbank
@jimmarous
@leimer

Top Mentioned in G10:
@rmahna2
@stew_bell
@iris_xyz
@topadvisorm
@diamondconsults
@tonyvidler
@mariamarsala
@nsinvest
@robisbitts
@mauldinecon

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

Top Tweeters in G1:
@sectest9
@resilient_ent
@tess_blue815
@akwyz
@lucabattanta
@mjoehlerich
@alcinx
@bernardo_pirola
@ernieschell
@btptechsearch

Top Tweeters in G2:
@arkangelscrap
@nosqldigest
@evankirstel
@chidambara09
@csa_dvillamizar
@kotaknaren
@guardian
@gmizrachi
@richsimmondsza
@iam__network

Top Tweeters in G3:
@deejayiwan
@lorimoreno
@eraser
@rvp
@marshacollier
@humbertozamorar
@valaafshar
@a31x64vijay
@gvalan
@vivmilano

Top Tweeters in G4:
@aldoceccarelli
@ottlegalrebels
@itknowingness
@billnigh
@machinelearnflx
@gezgintrk
@drsanjaypsahoo
@mediapython
@jldercle
@ucstrategies

Top Tweeters in G5:
@startupsbot
@techl0g
@businessinsider
@fintechna
@reuters
@kingofpayments
@nubank
@jeandoobs
@vanalich
@gambiste1

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

Top Tweeters in G7:
@yuukifushimi
@jacobwolinsky
@metlife
@greentechdon
@macalonzomha671
@marycarey9
@thomsonreuters
@samuel_mchl
@darrendeath
@naszub

Top Tweeters in G8:
@techcrunch
@jmmuriu
@ieakwame
@bostonreview
@undp
@stratfor
@nextbillion
@devex
@unc
@nextbillionfh

Top Tweeters in G9:
@asknationwide
@pardoe_ai
@djimb3rry
@bamitav
@danbenjamin
@smugnier
@bankrate
@brainroaring
@alexosterwalder
@cbec_elevators

Top Tweeters in G10:
@howardstrauber
@smoothsale
@tonyvidler
@iris_xyz
@mariamarsala
@consultingchick
@granthicks77
@emotionalinvest
@diamondconsults
@topadvisorm


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