#FinServ, Twitter, 1/20/2019 6:26:19 PM, 182593


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#FinServ_2019-01-20_02-08-02.xlsx
#FinServ_2019-01-20_02-08-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 20, 2019
Short Description:
#FinServ via NodeXL http://bit.ly/2U5o1WH
@jimmarous
@antgrasso
@psb_dc
@santchiweb
@mikequindazzi
@ralexjimenez
@the_lhoft
@ronald_vanloon
@citywireusa
@bristowcolin

Top hashtags:
#finserv
#fintech
#banking
#ai
#bigdata
#regtech
#blockchain
#innovation
#payments

Description:
Description
The graph represents a network of 2,141 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, 20 January 2019 at 10:09 UTC.

The requested start date was Sunday, 20 January 2019 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 6-day, 7-hour, 12-minute period from Sunday, 13 January 2019 at 15:28 UTC to Saturday, 19 January 2019 at 22:41 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 : 2141
Unique Edges : 3826
Edges With Duplicates : 3827
Total Edges : 7653
Number of Edge Types : 3
Mentions : 6419
Tweet : 1205
Replies to : 29
Self-Loops : 1205
Reciprocated Vertex Pair Ratio : 0.0302308974053797
Reciprocated Edge Ratio : 0.0586876155268022
Connected Components : 240
Single-Vertex Connected Components : 155
Maximum Vertices in a Connected Component : 1719
Maximum Edges in a Connected Component : 7051
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.916425
Graph Density : 0.000944619293106986
Modularity : 0.412547
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[81] https://thefinancialbrand.com/79657/digital-banking-financial-planning-wellness-app-ai-ux/?smedia-twt-jm
[67] https://www.everestgrp.com/2018-12-a-5-step-approach-for-bfs-enterprises-to-be-quantum-ready-48393.html/
[51] https://thefinancialbrand.com/79589/digital-banking-trends-transformation/?smedia-twt-jm
[48] https://www.forbes.com/sites/ronshevlin/2019/01/14/the-looming-artificial-intelligence-ai-gap-in-banking/#7712b99e4f20
[35] https://link.medium.com/cM3ZiVEHrT
[33] https://www.chyp.com/why-cant-i-use-apple-pay-for-everything-online/
[32] https://thefinancialbrand.com/77228/technology-trends-disrupting-financial-services-banking-future/?smedia-twt-jm
[30] https://cloud28plus.com/NA/article/Transforming-the-Trader-Desktop
[29] http://UKAuthority.com
[27] https://www.reuters.com/article/us-usa-fintech-fed/fintech-firms-want-to-shake-up-banking-and-that-worries-the-fed-idUSKCN1P80C0

Top URLs in Tweet in G1:
[65] https://thefinancialbrand.com/79657/digital-banking-financial-planning-wellness-app-ai-ux/?smedia-twt-jm
[40] https://www.forbes.com/sites/ronshevlin/2019/01/14/the-looming-artificial-intelligence-ai-gap-in-banking/#7712b99e4f20
[39] https://thefinancialbrand.com/79589/digital-banking-trends-transformation/?smedia-twt-jm
[32] https://www.chyp.com/why-cant-i-use-apple-pay-for-everything-online/
[29] https://thefinancialbrand.com/77228/technology-trends-disrupting-financial-services-banking-future/?smedia-twt-jm
[28] https://link.medium.com/cM3ZiVEHrT
[26] https://www.reuters.com/article/us-usa-fintech-fed/fintech-firms-want-to-shake-up-banking-and-that-worries-the-fed-idUSKCN1P80C0
[23] https://thefinancialbrand.com/78423/2019-top-banking-trends-predictions-outlook-digital-fintech-data-ai-cx-payments-tech/?smedia-twt-jm
[19] https://thefinancialbrand.com/?p=74465
[19] https://www.thepower50.com/annual-publication/

Top URLs in Tweet in G2:
[64] https://www.everestgrp.com/2018-12-a-5-step-approach-for-bfs-enterprises-to-be-quantum-ready-48393.html/
[15] https://www.forbes.com/sites/angelicamarideoliveira/2019/01/16/brazils-banking-giant-bradesco-plans-artificial-intelligence-leap/
[14] https://www.sc.com/en/navigate-the-future/blockchain-mass-adoption/
[13] https://twitter.com/MikeQuindazzi/status/1079105281135656965
[13] https://www.everestgrp.com/2018-08-uk-european-banks-digital-banking-capability-comparison-market-insights-46556.html/
[10] https://www.ft.com/content/4547ba76-08e2-11e7-ac5a-903b21361b43
[10] http://UKAuthority.com
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181759
[7] https://link.medium.com/cM3ZiVEHrT
[7] https://thefinancialbrand.com/79589/digital-banking-trends-transformation/?smedia-twt-jm

Top URLs in Tweet in G3:
[8] https://www.pwc.co.uk/industries/financial-services/insights/cbi-pwc-financial-services-survey.html
[4] https://www.youtube.com/playlist?list=PLN5UoEBCJUG6V9e3jXnWLwXY80H3wx8wx

[3] http://www.postrecession.com/
[2] https://3blmedia.com/node/236056
[2] https://dailyfintech.com/2019/01/14/blockchain-front-page-this-week-bitcoin-whales-bulls-bears-heading-to-zero-or-heading-to-1-million-your-call/?platform=hootsuite
[2] https://www.nasdaq.com/article/the-future-of-fintech-still-needs-human-advisors-heres-why-cm1081747?platform=hootsuite
[2] https://www.nasdaq.com/article/what-does-your-online-presence-say-about-you-cm1081770?platform=hootsuite
[2] https://www.youtube.com/watch?utm_sq=fwxx71cm6j&v=dSmMDRl2QC8
[2] https://www.youtube.com/watch?utm_sq=fwxx71ckny&v=LxOP3tHb4WU
[2] https://www.youtube.com/watch?utm_sq=fwxx71cl9d&v=bxE_-IZQSpI

Top URLs in Tweet in G4:
[9] https://www.planetcompliance.com/2019/01/08/regtech-top-100-power-list-influential-regtech-firms/
[6] https://www.planetcompliance.com/2018/04/30/a-guide-to-the-eu-general-data-protection-regulation-and-the-application-of-regtech/
[5] https://www.fenergo.com/resources/blogs/asset-management-in-the-digital-age-how-regtech-will-transform-asset-management-in-2019.html
[4] https://spendmatters.com/2019/01/09/for-2019-fintech-faces-more-automation-a-rise-in-early-payments-and-a-marriage-with-regtech/
[4] http://fintechnews.sg/27948/fintech/fintech-regulation-asia/
[4] https://www.bitscape.com/business-solutions/regtech-makes-regulatory-compliance-easy-and-efficient
[4] https://medium.com/the-regtech-hub/how-banks-can-build-customer-centric-yet-compliant-onboarding-processes-e9f54667fb5b
[4] https://fi.11fs.com/439
[3] https://www.cutimes.com/2019/01/02/catching-up-on-artificial-intelligence-robotic-pro/?slreturn=20190009071728
[3] https://www.trulioo.com/blog/regtech-2018-review/

Top URLs in Tweet in G5:
[3] https://uk.reuters.com/article/uk-global-markets/weak-china-trade-weighs-on-stocks-risk-off-trade-in-play-idUKKCN1P8000
[3] https://uk.reuters.com/article/uk-germany-unions-airports/german-airport-security-staff-begin-one-day-strike-idUKKCN1P90IV
[3] https://uk.reuters.com/article/uk-britain-eu-delay/eu-ready-to-delay-brexit-until-2020-times-newspaper-idUKKCN1PA2FM
[2] https://uk.reuters.com/article/uk-usa-shutdown-trump/democratic-senator-dismisses-wall-for-daca-offer-expected-from-trump-idUKKCN1PD0KP
[2] https://uk.reuters.com/article/uk-global-markets/asia-shares-u-s-stock-futures-hit-as-chinas-export-slump-jolts-investors-idUKKCN1P8000
[2] https://uk.reuters.com/article/uk-britain-tourism/foreign-visits-to-britain-fall-3-percent-in-third-quarter-official-data-idUKKCN1PB0YE
[2] https://blockpublisher.com/16-fintech-startups-join-forces-with-blockchain-data-developer-spring-labs/
[2] https://thefinancialbrand.com/79657/digital-banking-financial-planning-wellness-app-ai-ux/?smedia-twt-jm
[2] https://www.bobsguide.com/guide/news/2019/Jan/14/6-trends-in-insight-driven-data-management/
[2] https://thefinancialbrand.com/71990/banking-finance-ai-machine-learning-data-experience-fraud/?smedia-twt-jm

Top URLs in Tweet in G6:
[7] https://www.bankingtech.com/2019/01/cryptofraud-can-the-courts-keep-up/
[6] https://www.emergingpayments.org/events/event/training-payments-101-2/
[5] https://www.bankingtech.com/2019/01/white-paper-how-do-i-buy-an-enterprise-resource-planning-system/
[4] https://www.iris.xyz/perspective/editors-choice-why-these-articles-were-great-36
[4] https://www.bankingtech.com/2019/01/white-paper-enabling-information-driven-financial-services/
[3] https://startupitalia.eu/102871-20190109-singapore-7-startup-italiane
[3] https://challengerbanks.net/mobile-banking-n26-vale-il-doppio-di-montepaschi/
[3] https://www.industriaitaliana.it/tattiche-e-goal-di-intesa-sanpaolo-nella-megapartita-del-fintech/
[3] https://challengerbanks.net/sempre-piu-finanza-digitale-nella-vita-degli-italiani/
[3] https://challengerbanks.net/amazon-alla-conquista-dei-pagamenti-italiani/

Top URLs in Tweet in G7:
[16] http://UKAuthority.com
[7] http://www.ejinsight.com/20190114-building-a-healthie-hong-kong-with-big-data/
[7] http://www.smartcompany.com.au
[7] https://www.hpcwire.com/2019/01/16/a-big-data-journey-while-seeking-to-catalog-our-universe/
[5] https://www.datanami.com/2019/01/16/big-data-career-notes-january-2019-edition/
[5] https://www.forbes.com/sites/forbestechcouncil/2019/01/17/the-future-of-big-data-is-in-the-hybrid-cloud-part-2/
[5] https://www.smartcompany.com.au/startupsmart/news-analysis/governments-big-data-violate-human-rights/
[4] https://www.forbes.com/sites/forbestechcouncil/2019/01/07/why-big-data-and-machine-learning-are-important-in-our-society/
[4] https://www.itpro.co.uk/big-data/32699/thames-water-advertises-new-big-data-contracts-worth-10m
[4] https://economictimes.indiatimes.com/blogs/et-citings/on-big-data-analytics/

Top URLs in Tweet in G8:
[10] https://10xsecrets.com/masterclass-p?affiliate_id=512048&cf_affiliate_id=512048
[1] https://twitter.com/i/web/status/1084714609678974976
[1] https://thefinancialbrand.com/79458/10-ways-technology-is-changing-marketing-research/?smedia-twt-jm
[1] https://twitter.com/i/web/status/1085439184427466753
[1] https://twitter.com/i/web/status/1086163976709435392
[1] https://twitter.com/i/web/status/1073513480525893633
[1] https://twitter.com/i/web/status/1085098450079895552
[1] https://twitter.com/i/web/status/1084709880139862016
[1] https://twitter.com/i/web/status/1084706875982168064
[1] https://www.everestgrp.com/2018-08-uk-european-banks-digital-banking-capability-comparison-market-insights-46556.html/

Top URLs in Tweet in G9:
[1] https://www.forbes.com/sites/jennifertescher/2019/01/18/many-just-a-paycheck-away-from-financial-ruin-employers-and-fintech-can-help/
[1] https://twitter.com/i/web/status/1085285293698117632
[1] https://twitter.com/i/web/status/1086354587823546373
[1] https://personetics.com/us/locations/?utm_source=social&utm_medium=twitter&utm_campaign=PFF19
[1] https://twitter.com/i/web/status/1085555861936852994
[1] https://thefinancialbrand.com/79657/digital-banking-financial-planning-wellness-app-ai-ux/?smedia-twt-jm
[1] https://www.forbes.com/sites/gilpress/2018/12/09/120-ai-predictions-for-2019/#4c047594688c
[1] https://twitter.com/i/web/status/1086299327935467527
[1] https://www.americanbanker.com/news/huntington-building-ai-into-digital-advice-tools
[1] https://www.cujournal.com/opinion/cus-recent-gains-at-risk-without-significant-tech-upgrades

Top URLs in Tweet in G10:
[2] https://thefinancialbrand.com/?p=77909
[1] https://twitter.com/i/web/status/1086418112822628352
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181759
[1] https://www.pwc.com/us/en/moneytree-report/moneytree-report-q4-2018.pdf
[1] https://insidebigdata.com/2019/01/11/go-tells-vice-versa/
[1] https://www.computerworlduk.com/data/dow-jones-dna-platform-optimises-big-data-for-machine-learning-3690242/
[1] http://www.independent.ie/
[1] https://www.independent.ie/business/cpm-chief-looks-to-datascience-future-37705529.html
[1] https://blog.shrm.org/blog/finding-your-voice-amongst-the-din-of-the-robots
[1] https://www.washingtonpost.com/opinions/the-real-value-of-paul-manaforts-polling-data/2019/01/11/0f05c672-15e4-11e9-803c-4ef28312c8b9_story.html

Top Domains
Top Domains in Tweet in Entire Graph:
[880] twitter.com
[283] thefinancialbrand.com
[157] forbes.com
[86] everestgrp.com
[54] reuters.com
[52] bankingtech.com
[49] medium.com
[48] co.uk
[33] chyp.com
[32] ukauthority.com

Top Domains in Tweet in G1:
[210] thefinancialbrand.com
[73] twitter.com
[63] forbes.com
[36] medium.com
[32] chyp.com
[26] reuters.com
[19] thepower50.com
[16] bankingtech.com
[8] paper.li
[6] money2020.com

Top Domains in Tweet in G2:
[144] twitter.com
[81] everestgrp.com
[47] forbes.com
[25] thefinancialbrand.com
[14] sc.com
[13] nodexlgraphgallery.org
[11] ft.com
[10] weforum.org
[10] ukauthority.com
[10] com.au

Top Domains in Tweet in G3:
[161] twitter.com
[18] youtube.com
[10] co.uk
[8] thefinancialbrand.com
[4] paper.li
[4] lnkd.in
[4] nasdaq.com
[3] forbes.com
[3] postrecession.com
[3] investmentwriting.com

Top Domains in Tweet in G4:
[64] twitter.com
[15] planetcompliance.com
[9] finextra.com
[7] thefinanser.com
[6] fintechnews.sg
[6] paymentcomponents.com
[5] medium.com
[5] pymnts.com
[5] fenergo.com
[5] lhoft.com

Top Domains in Tweet in G5:
[46] twitter.com
[25] reuters.com
[16] citywireusa.com
[15] bobsguide.com
[11] investmentexecutive.com
[6] advisor.ca
[5] thefinancialbrand.com
[3] dy.si
[2] forbes.com
[2] blockpublisher.com

Top Domains in Tweet in G6:
[47] twitter.com
[27] bankingtech.com
[13] iris.xyz
[11] challengerbanks.net
[8] thefinancialbrand.com
[6] emergingpayments.org
[4] economyup.it
[4] bbva.com
[4] fintechnews.ch
[4] instagram.com

Top Domains in Tweet in G7:
[114] twitter.com
[23] forbes.com
[19] ukauthority.com
[13] co.uk
[13] com.au
[12] thefinancialbrand.com
[8] insidebigdata.com
[8] datanami.com
[7] ejinsight.com
[7] hpcwire.com

Top Domains in Tweet in G8:
[13] twitter.com
[10] 10xsecrets.com
[2] thefinancialbrand.com
[2] forbes.com
[1] everestgrp.com
[1] sc.com

Top Domains in Tweet in G9:
[12] twitter.com
[8] forbes.com
[2] thefinancialbrand.com
[2] okt.to
[1] personetics.com
[1] americanbanker.com
[1] cujournal.com

Top Domains in Tweet in G10:
[10] paper.li
[9] twitter.com
[2] insidebigdata.com
[2] independent.ie
[2] co.uk
[2] com.au
[2] thefinancialbrand.com
[1] nodexlgraphgallery.org
[1] pwc.com
[1] computerworlduk.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1850] finserv
[1565] fintech
[966] banking
[567] ai
[312] bigdata
[255] regtech
[247] blockchain
[243] innovation
[209] payments
[201] iot



Top Hashtags in Tweet in G1:
[552] fintech
[462] banking
[425] finserv
[158] ai
[61] bigdata
[61] analytics
[56] innovation
[54] digital
[46] payments
[45] data

Top Hashtags in Tweet in G2:
[533] fintech
[477] finserv
[299] banking
[189] ai
[144] blockchain
[123] cryptocurrency
[100] payments
[100] insurtech
[83] pwc
[77] regtech

Top Hashtags in Tweet in G3:
[101] finserv
[35] cbipwc
[29] banking
[23] fintech
[13] financialservices
[11] payments
[11] askfaisalkhan
[10] ai
[10] moneytransfer
[9] money

Top Hashtags in Tweet in G4:
[116] fintech
[112] finserv
[88] banking
[71] regtech
[45] compliance
[26] payments
[21] luxembourg
[19] lhoft
[19] regulation
[14] privateequity

Top Hashtags in Tweet in G5:
[113] finserv
[65] fintech
[49] ai
[42] news
[42] crypto
[23] ria
[20] wealthmanagement
[20] rias
[13] banking
[9] fundfiles

Top Hashtags in Tweet in G6:
[88] finserv
[68] fintech
[43] s9l
[39] innovation
[38] italy
[25] advisors
[25] supernovaelabs
[24] financialadvisors
[17] payments
[15] training

Top Hashtags in Tweet in G7:
[131] bigdata
[107] finserv
[90] datascience
[83] ai
[76] machinelearning
[75] deeplearning
[75] iot
[74] robots
[73] nlp
[14] bank

Top Hashtags in Tweet in G8:
[83] startup
[69] regtech
[65] data
[64] innovation
[45] future
[44] world
[36] digitaltransformation
[35] visualanalytics
[23] finserv
[23] analytics

Top Hashtags in Tweet in G9:
[24] finserv
[15] fintech
[13] digitaltransformation
[11] blockchain
[8] ai
[6] trends
[6] financial
[6] mobilebanking
[6] mobilepayments
[5] digital

Top Hashtags in Tweet in G10:
[29] bigdata
[20] finserv
[19] machinelearning
[17] iot
[16] deeplearning
[16] analytics
[15] ksql
[15] mqtt
[15] sensor
[11] fintech

Top Words
Top Words in Tweet in Entire Graph:
[3006] Words in Sentiment List#1: Positive
[1280] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[95137] Non-categorized Words
[99423] Total Words
[1850] finserv
[1766] fintech
[1515] banking
[1013] gt
[990] financial

Top Words in Tweet in G1:
[736] banking
[587] fintech
[478] jimmarous
[425] finserv
[255] ai
[170] banks
[152] financial
[146] data
[140] digital
[118] 2019

Top Words in Tweet in G2:
[883] gt
[846] antgrasso
[645] fintech
[526] banks
[488] banking
[477] finserv
[434] financial
[306] mikequindazzi
[302] ai
[282] more

Top Words in Tweet in G3:
[103] financial
[102] finserv
[79] services
[53] find
[52] out
[49] 2018
[47] q4
[41] banking
[35] cbipwc
[33] 2019

Top Words in Tweet in G4:
[147] the_lhoft
[141] fintech
[111] finserv
[101] banking
[75] regtech
[59] compliance
[46] finance
[42] luxembourg
[37] payments
[36] financial

Top Words in Tweet in G5:
[113] finserv
[68] fintech
[51] ai
[48] news
[42] crypto
[33] data
[23] banking
[23] ria
[21] citywireusa
[20] wealthmanagement

Top Words in Tweet in G6:
[88] finserv
[75] fintech
[54] supernovaelabs
[46] innovation
[43] s9l
[40] italy
[25] advisors
[24] financialadvisors
[22] out
[22] next

Top Words in Tweet in G7:
[281] data
[277] big
[272] read
[270] more
[263] here
[131] bigdata
[107] ai
[107] finserv
[100] bristowcolin
[90] datascience

Top Words in Tweet in G8:
[157] ume_kyd
[103] award
[83] startup
[69] data
[69] regtech
[64] innovation
[47] future
[45] world
[39] focus
[38] change

Top Words in Tweet in G9:
[24] finserv
[23] financial
[19] s
[16] forbes
[15] fintech
[15] 7
[14] cfsinnovation
[14] top
[13] digitaltransformation
[13] trends

Top Words in Tweet in G10:
[50] bristowcolin
[47] data
[43] read
[43] more
[41] here
[40] big
[29] bigdata
[25] analytics
[20] gt
[20] finserv

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[615] gt,gt
[586] fintech,finserv
[521] read,more
[501] more,here
[450] financial,services
[450] big,data
[354] banking,fintech
[184] here,bigdata
[170] finserv,banking
[166] q4,2018

Top Word Pairs in Tweet in G1:
[286] banking,fintech
[272] fintech,finserv
[77] retail,banking
[74] 2019,retail
[74] banking,trends
[74] trends,predictions
[67] financial,wellness
[67] wellness,app
[66] digital,banking
[61] 6,keys

Top Word Pairs in Tweet in G2:
[543] gt,gt
[218] financial,services
[176] read,more
[147] more,here
[139] big,data
[131] fintech,finserv
[128] cyber,security
[128] banks,financial
[114] fintech,banking
[104] finserv,banking

Top Word Pairs in Tweet in G3:
[77] financial,services
[51] find,out
[47] q4,2018
[33] 2018,cbipwc
[31] out,q4
[27] challenges,financial
[24] cbipwc,financial
[18] services,survey
[15] survey,results
[15] results,now

Top Word Pairs in Tweet in G4:
[42] fintech,finserv
[21] banking,finserv
[19] the_lhoft,regtech
[18] financial,institutions
[18] finserv,banking
[18] look,back
[14] compliance,finserv
[13] fintech,banking
[13] project,finance
[13] finance,trade

Top Word Pairs in Tweet in G5:
[42] fintech,news
[42] news,finserv
[42] finserv,crypto
[42] crypto,ai
[12] fintech,finserv
[12] rias,wealthmanagement
[10] asia,shares
[10] u,s
[9] latest,fund
[8] shares,u

Top Word Pairs in Tweet in G6:
[38] s9l,italy
[26] fintech,finserv
[26] italy,innovation
[25] innovation,supernovaelabs
[15] finserv,fintech
[15] next,payments
[15] payments,101
[15] 101,training
[15] training,course
[15] course,jan

Top Word Pairs in Tweet in G7:
[268] read,more
[257] more,here
[253] big,data
[131] here,bigdata
[90] bigdata,datascience
[76] datascience,machinelearning
[75] ai,iot
[74] machinelearning,deeplearning
[74] robots,ai
[74] iot,finserv

Top Word Pairs in Tweet in G8:
[64] award,regtech
[63] regtech,startup
[51] startup,ume_kyd
[28] ume_kyd,smart
[26] future,award
[20] award,startup
[20] predictive,analytics
[20] digitalmarketing,growthhacking
[20] growthhacking,startups
[19] focus,data

Top Word Pairs in Tweet in G9:
[13] top,7
[12] 7,digitaltransformation
[12] digitaltransformation,trends
[8] trends,financial
[8] financial,services
[8] services,2019
[7] companies,finlab
[7] finlab,s
[7] s,fourth
[7] fourth,cohort

Top Word Pairs in Tweet in G10:
[43] read,more
[41] more,here
[38] big,data
[16] analytics,machinelearning
[15] deeplearning,ksql
[15] ksql,mqtt
[15] mqtt,iot
[15] iot,sensor
[15] sensor,bigdata
[15] bigdata,analytics

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

Top Mentioned in G1:
@jimmarous
@antgrasso
@psb_dc
@rshevlin
@ralexjimenez
@f
@financialbrand
@albertogaruccio
@davidjmaireles
@immbm

Top Mentioned in G2:
@antgrasso
@mikequindazzi
@bristowcolin
@ronald_vanloon
@everestgroup
@maxjcm
@fisher85m
@jimmarous
@wef
@ralexjimenez

Top Mentioned in G3:
@babushka99

Top Mentioned in G4:
@the_lhoft
@finextra
@luxfinance
@subcontractsind
@fen
@fxzo
@infrachain
@paymentcomp
@jimmarous
@davidjmaireles

Top Mentioned in G5:
@citywireusa
@vlajournaliste
@ianwenik
@bitcoinagile
@ajonescitywire
@fti_us
@mcvey_greg
@nicolempiper
@evestment
@pitchbook

Top Mentioned in G6:
@supernovaelabs
@fintech_futures
@jbfintech
@dmgerbino
@copytalkusa
@nolanbusiness
@bigfintech
@epassoc
@bigfiveiot
@jimmarous

Top Mentioned in G7:
@bristowcolin
@bai_info
@antgrasso
@ume_kyd
@curtisschin
@ralexjimenez
@ceoworld
@sassoftware
@thompson_wayne
@cnbc

Top Mentioned in G8:
@ume_kyd
@ume_
@u
@over300k
@andreapaci90
@antgrasso
@salesforcestart
@salesforcefr
@tweetidpal
@jimmarous

Top Mentioned in G9:
@forbes
@cfsinnovation
@jpmorgan
@chase
@thefinlab
@smartlogic_com
@fincaimpact
@p4rfi
@jameswatsonjr
@rbc

Top Mentioned in G10:
@bristowcolin
@nitish_sharma23
@machine_ml
@heathwallace
@anz_au
@techreview
@google
@baininsights
@jimmarous
@therudingroup

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@paoloigna1
@sectest9
@javascriptd
@nosqldigest
@bitcoinagile
@evankirstel
@seekingalpha
@ottlegalrebels
@gamergeeknews

Top Tweeters in G1:
@arkangelscrap
@paoloigna1
@billnigh
@biconnections
@marshacollier
@lilachbullock
@machinelearnflx
@richsimmondsza
@akwyz
@kimgarst

Top Tweeters in G2:
@evankirstel
@gamergeeknews
@businessinsider
@chidambara09
@fintechna
@utarsystems
@gvalan
@lucabattanta
@ft
@bradesco

Top Tweeters in G3:
@andysugs
@villamizaritpro
@infopronetwork
@freshsalis
@3blmedia
@dez_blanchfield
@babushka99
@cdw_jessica
@theiotwarehouse
@eudyzerpa

Top Tweeters in G4:
@kotaknaren
@labeecee15
@nubank
@jeandoobs
@2601manish
@nigelwalsh
@inmarietstellas
@finextra
@ww_us
@kabbageinc

Top Tweeters in G5:
@bitcoinagile
@trippbraden
@arpit4296
@jaceksalaj
@belladonamodels
@lisefalardeau
@bmo
@thlbr
@jposhaughnessy
@nicole

Top Tweeters in G6:
@italiastartup_
@timothy_hughes
@michaelkitces
@daviddoughty
@tonyvidler
@iris_xyz
@ibdinvestors
@neirajones
@fintech_futures
@cecilia_st

Top Tweeters in G7:
@nosqldigest
@mjoehlerich
@vivmilano
@hannaraptor
@pardoe_ai
@curtisschin
@myahmctear
@manifattura40
@alybraly
@thetacit1101

Top Tweeters in G8:
@calcaware
@1malachid
@ibrahimokareem
@entrepreneursjr
@jpfrioul
@salesforce
@m_o_tsuka15
@myriamozon
@bubbles4tw
@lalunababi

Top Tweeters in G9:
@forbes
@hanneshanath
@danielnewmanuv
@voxdotcom
@craigmilroy
@dgingiss
@chase
@jmancini77
@forrester
@pedrojoseanasco

Top Tweeters in G10:
@javascriptd
@_30days30sites
@machinelearn_d
@cool_golang
@google
@serverlessfan
@_reactdev
@techreview
@xbermudez
@sarahlcarter


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