#FinServ, Twitter, 5/4/2020 5:13:58 PM, 226116


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#FinServ_2020-05-03_19-50-23.xlsx
#FinServ_2020-05-03_19-50-23.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 04, 2020
Short Description:
#FinServ via NodeXL https://bit.ly/2YxvZxy
@enricomolinari
@interfima
@wef
@ronald_vanloon
@jimmarous
@spirosmargaris
@fintechna
@antgrasso
@mikequindazzi
@ralexjimenez

Top hashtags:
#finserv
#fintech
#ai
#banking
#iot
#blockchain
#innovation
#digitaltransformation

Description:
Description
The graph represents a network of 2,357 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, 04 May 2020 at 02:51 UTC.

The requested start date was Sunday, 03 May 2020 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, 3-minute period from Saturday, 25 April 2020 at 00:56 UTC to Saturday, 02 May 2020 at 12:00 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 : 2357
Unique Edges : 3433
Edges With Duplicates : 9694
Total Edges : 13127
Number of Edge Types : 5
MentionsInRetweet : 7247
Mentions : 1307
Retweet : 3729
Tweet : 786
Replies to : 58
Self-Loops : 909
Reciprocated Vertex Pair Ratio : 0.025444462567281
Reciprocated Edge Ratio : 0.049626212820105
Connected Components : 115
Single-Vertex Connected Components : 66
Maximum Vertices in a Connected Component : 2145
Maximum Edges in a Connected Component : 12805
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.30455
Graph Density : 0.00113216204593765
Modularity : 0.334883
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 2,357 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, 04 May 2020 at 02:51 UTC.

The requested start date was Sunday, 03 May 2020 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, 3-minute period from Saturday, 25 April 2020 at 00:56 UTC to Saturday, 02 May 2020 at 12:00 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #FinServ
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[82] https://www.kearney.com/financial-services/article?/a/cashing-in-on-cashless-commerce
[49] https://thefinancialbrand.com/94700/covid-19-digital-banking-transformation-opportunities/?smedia-twt-jm
[39] https://www.planetcompliance.com/2020/01/08/the-regtech-top-100-2020-edition/
[32] https://fintechnews.ch/fintech/banks-still-falling-short-in-improving-customer-experience-world-fintech-report-2020/34747/
[28] https://thefinancialbrand.com/95749/coronavirus-digital-payments-mobile-wallet-contactless-card/?smedia-twt-ambsu
[23] https://builtin.com/artificial-intelligence/ai-in-banking
[23] https://wearebo.co.uk/
[22] https://thefinancialbrand.com/92303/digital-banking-transformation-success-leadership-trends/?smedia-twt-jm
[21] https://thefinancialbrand.com/92575/banking-fintech-adoption-north-america-trends/?smedia-twt-jm
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225514

Top URLs in Tweet in G1:
[5] https://builtin.com/artificial-intelligence/ai-in-banking
[2] https://www.theafricareport.com/26934/coronavirus-is-triggering-deep-digital-change-in-african-fintech/?utm_content=128168538&utm_medium=social&utm_source=twitter&hss_channel=tw-4337144594
[2] http://www.richmedia.com/richideas/articles/alexa_what_does_the_internet_of_things_mean_for_financials
[2] https://thefinancialbrand.com/94700/covid-19-digital-banking-transformation-opportunities/?smedia-twt-jm
[1] https://twitter.com/i/web/status/1254555860245905408
[1] https://twitter.com/i/web/status/1254435849992888320
[1] https://twitter.com/i/web/status/1254798775874400257
[1] https://twitter.com/i/web/status/1254810379756212229
[1] https://twitter.com/i/web/status/1254570959589134336
[1] https://twitter.com/i/web/status/1253861305699782661

Top URLs in Tweet in G2:
[43] https://thefinancialbrand.com/94700/covid-19-digital-banking-transformation-opportunities/?smedia-twt-jm
[28] https://thefinancialbrand.com/95749/coronavirus-digital-payments-mobile-wallet-contactless-card/?smedia-twt-ambsu
[28] https://fintechnews.ch/fintech/banks-still-falling-short-in-improving-customer-experience-world-fintech-report-2020/34747/
[21] https://thefinancialbrand.com/92303/digital-banking-transformation-success-leadership-trends/?smedia-twt-jm
[20] https://thefinancialbrand.com/92575/banking-fintech-adoption-north-america-trends/?smedia-twt-jm
[20] https://www.americanbanker.com/news/digital-banking-is-surging-during-the-pandemic-will-it-last
[19] https://wearebo.co.uk/
[17] https://sifted.eu/articles/oaknorth-corona-profit-fintech/
[16] https://bankingjournal.aba.com/2020/04/how-to-talk-about-your-banks-fintech-collaborations/
[16] https://www.bankinghub.eu/innovation-digital/payments

Top URLs in Tweet in G3:
[70] https://www.kearney.com/financial-services/article?/a/cashing-in-on-cashless-commerce
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225514
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225576
[10] https://www.linkedin.com/slink?code=g9jksqf
[7] https://www.everestgrp.com/2018-12-artificial-intelligence-use-cases-across-industries-market-insights-48045.html/
[6] https://enterprisetalk.com/interview/automation-ai-and-ml-the-heroes-in-the-world-of-payment-fraud-detection/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225637
[6] https://www.verdict.co.uk/cyber-insurance-timeline/
[4] https://www.slideshare.net/Blockchainworx/infographic-designing-nextgen-digital-banking-powered-by-open-banking-apis-and-blockchain-technology
[4] https://www.edgeverve.com/finacle/open-banking-2020-anz/

Top URLs in Tweet in G4:
[33] https://www.planetcompliance.com/2020/01/08/the-regtech-top-100-2020-edition/
[19] https://irishtechnews.ie/new-social-order-the-world-after-covid-19/
[7] http://www.planetcompliance.com/2017/06/23/planet-compliance-top-50-regtech-influencers/
[6] https://nextbillion.net/news/coronavirus-is-triggering-deep-digital-change-in-african-fintech/?utm_sq=ge9xbn9xfa&utm_source=twitter&utm_medium=social&utm_campaign=nextbillion&utm_content=nbnewseventsjobs
[5] https://www.cnbc.com/2020/04/24/china-digital-currency-mcdonalds-starbucks-part-of-pilot-program.html
[4] https://www.pymnts.com/news/digital-banking/2020/how-curve-neat-are-keeping-up-with-customers-digital-banking-needs/
[4] https://www.theafricareport.com/26934/coronavirus-is-triggering-deep-digital-change-in-african-fintech/?utm_content=128168538&utm_medium=social&utm_source=twitter&hss_channel=tw-4337144594
[3] https://www.treasurycurve.com/demo/?utm_content=buffer89020&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.finextra.com/newsarticle/35728/uk-cash-withdrawals-plummet-60-during-covid-19-lockdown
[3] https://www.businesswire.com/news/home/20200427005078/en/Kasasa%C2%AE-Study-Finds-U.S.-Consumers-Total-Digital#.Xqbl0KqN_sE.twitter

Top URLs in Tweet in G5:
[3] https://couponos.me/coupon/the-absolute-beginners-guide-to-information-technology-2020/
[2] https://couponos.me/coupon/complete-python-3-ethical-hacking-course-zero-to-mastery/
[2] https://www.edgeverve.com/finacle/open-banking-2020-anz/
[1] https://twitter.com/i/web/status/1255900906824118275
[1] https://twitter.com/i/web/status/1256227747153797122
[1] https://www.foxnews.com/tech/10-covid-19-scams-spreading-right-now-that-people-are-falling-for
[1] https://enterprisetalk.com/interview/automation-ai-and-ml-the-heroes-in-the-world-of-payment-fraud-detection/
[1] https://twitter.com/i/web/status/1255492637399945217
[1] https://twitter.com/i/web/status/1253948737950486529
[1] https://twitter.com/i/web/status/1254825739158982658

Top URLs in Tweet in G6:
[2] http://r.socialstudio.radian6.com/8517be97-e309-438a-b138-ecaa6dd83665
[1] https://twitter.com/i/web/status/1253956922576973824
[1] https://paper.li/philballen?edition_id=3ab66a80-86d9-11ea-bd2a-0cc47a0d164b
[1] https://paper.li/Andre_Verdugal/1498442761?edition_id=069c1c50-86dd-11ea-9656-002590a5ba2d
[1] https://www.informatica.com/lp/data-readiness-is-driving-business-success-in-financial-services_3858.html?cext=infasocial-emp&blaid=506954
[1] https://paper.li/dominichiggins/1381753306?edition_id=fb97d980-86ef-11ea-8c96-0cc47a0d1605
[1] https://www.imperva.com/blog/what-is-nydfs/?utm_source=Twitter&utm_medium=organic_social&utm_content=what-is-nydfs&utm_campaign=2019_q4_twitter_awareness
[1] https://www.theglobaltreasurer.com/2019/09/23/how-treasury-can-get-buy-in-and-budget-from-cfos/
[1] https://twitter.com/i/web/status/1253987416991584256
[1] https://twitter.com/i/web/status/1254491188876500996

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1253921838595551233
[1] https://medium.com/@BABB/babb-launches-in-app-store-play-store-expands-to-169-countries-opens-a-referral-programme-and-1437e277d69f
[1] https://twitter.com/i/web/status/1253320738594942979

Top URLs in Tweet in G8:
[4] https://bdaily.co.uk/articles/2020/04/27/fintech-partnerships-deemed-the-future-of-open-banking
[4] https://techmeru.com/silicon-valley-vc-andreessen-horowitz-raises-515m-crypto-project/
[3] https://www.infosecurity-magazine.com/news/android-trojan-eventbot-targets/
[3] https://www.livetradingnews.com/blockchain-and-banking-a-future-match-173846.html
[2] https://www.businessinsider.com/intelligence/the-death-of-cash?IR=T&itm_source=businessinsider&itm_medium=content_marketing&itm_term=content_marketing_leadgen_text_link_death-of-cash-report&itm_content=leadgen_content_marketing_text_link&itm_campaign=content_marketing_leadgen_link
[2] https://www.pymnts.com/innovation/2020/profiles-in-innovation-how-fis-and-fintechs-are-expanding-the-credit-card-paradigm/
[2] https://born2invest.com/articles/banks-fintech-companies-struggling-middle-ground/
[2] https://businessmirror.com.ph/2020/05/01/pandemic-propels-fintech-platforms-to-frontlines-bigger-presence-in-future-2/
[2] https://www.technative.io/how-augmented-analytics-and-ai-is-reshaping-the-finance-industry/?utm_content=127411528&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[2] https://techwireasia.com/2020/04/how-will-fintech-fare-through-the-covid-19-crisis/?utm_content=127864124&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853

Top URLs in Tweet in G9:
[2] http://www.dtcc.com/dtcc-connection/articles/2020/january/29/dtcc-top-employer-for-diversity
[1] https://twitter.com/i/web/status/1254806269644492800
[1] https://twitter.com/i/web/status/1247906170603438080

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1256229917869715460
[1] https://twitter.com/i/web/status/1255055915881029633
[1] https://twitter.com/i/web/status/1255832527333449729

Top Domains
Top Domains in Tweet in Entire Graph:
[1001] twitter.com
[235] thefinancialbrand.com
[82] kearney.com
[64] pymnts.com
[48] finextra.com
[47] planetcompliance.com
[46] nodexlgraphgallery.org
[42] co.uk
[40] sifted.eu
[38] paper.li

Top Domains in Tweet in G1:
[53] twitter.com
[5] builtin.com
[5] richmedia.com
[3] thefinancialbrand.com
[2] theafricareport.com
[1] infosecurity-magazine.com
[1] cgap.org
[1] edgeverve.com
[1] legalparadox.com
[1] americanbanker.com

Top Domains in Tweet in G2:
[371] twitter.com
[206] thefinancialbrand.com
[37] sifted.eu
[34] pymnts.com
[33] finextra.com
[33] americanbanker.com
[28] fintechnews.ch
[23] forbes.com
[21] bankinnovation.net
[20] co.uk

Top Domains in Tweet in G3:
[149] twitter.com
[70] kearney.com
[43] nodexlgraphgallery.org
[12] pymnts.com
[11] everestgrp.com
[10] linkedin.com
[10] co.uk
[10] fintechmagazine.com
[6] enterprisetalk.com
[6] techcrunch.com

Top Domains in Tweet in G4:
[241] twitter.com
[41] planetcompliance.com
[19] irishtechnews.ie
[19] nextbillion.net
[16] pymnts.com
[15] thefinancialbrand.com
[8] finextra.com
[7] forbes.com
[6] co.uk
[6] voicestorm.com

Top Domains in Tweet in G5:
[7] twitter.com
[5] couponos.me
[2] edgeverve.com
[1] foxnews.com
[1] enterprisetalk.com

Top Domains in Tweet in G6:
[57] twitter.com
[14] paper.li
[2] radian6.com
[1] informatica.com
[1] imperva.com
[1] theglobaltreasurer.com
[1] investmentwriting.com
[1] bancography.com
[1] smartmbs.ie
[1] postrecession.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] medium.com

Top Domains in Tweet in G8:
[25] twitter.com
[5] co.uk
[5] techmeru.com
[3] businessinsider.com
[3] infosecurity-magazine.com
[3] livetradingnews.com
[2] pymnts.com
[2] born2invest.com
[2] com.ph
[2] technative.io

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

Top Domains in Tweet in G10:
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2109] finserv
[2087] fintech
[1336] ai
[622] banking
[562] iot
[448] blockchain
[408] innovation
[300] digitaltransformation
[288] covid19
[282] payments



Top Hashtags in Tweet in G1:
[720] ai
[505] finserv
[414] iot
[378] fintech
[165] vr
[157] smarthome
[138] smartcities
[138] proptech
[133] ehealth
[128] marketing

Top Hashtags in Tweet in G2:
[913] fintech
[625] finserv
[384] banking
[201] innovation
[198] digitaltransformation
[162] covid19
[152] ai
[129] insurtech
[118] payments
[109] startup

Top Hashtags in Tweet in G3:
[468] finserv
[420] fintech
[341] ai
[182] blockchain
[125] banking
[103] ehealth
[95] marketing
[74] iot
[60] digitaltransformation
[57] payments

Top Hashtags in Tweet in G4:
[239] fintech
[238] finserv
[69] banking
[43] covid19
[42] innovation
[40] ai
[24] regtech
[24] covid
[22] blockchain
[21] payments

Top Hashtags in Tweet in G5:
[59] startups
[58] ai
[56] blockchain
[56] defstar5
[51] makeyourownlane
[50] crypto
[50] cryptocurrency
[42] machinelearning
[38] emergingtech
[37] economic

Top Hashtags in Tweet in G6:
[48] finserv
[22] fintech
[6] banking
[6] finserv_2020
[4] digital
[4] bank
[4] ai
[4] covid19
[4] transformation
[4] finance

Top Hashtags in Tweet in G7:
[45] getbabb
[41] blockchain
[41] finserv
[19] blockchainnews
[18] fintechnews
[18] techforgood
[18] fintech
[1] financialinclusion
[1] cryptocurrency
[1] cryptonees

Top Hashtags in Tweet in G8:
[30] finserv
[28] fintech
[10] banking
[7] ai
[6] tech
[6] blockchain
[5] covid19
[4] android
[4] pandemic
[3] trojan

Top Hashtags in Tweet in G9:
[9] capitalmarket
[6] finserv
[5] apis
[2] diversity
[1] covid19
[1] neobanks
[1] dtcc

Top Hashtags in Tweet in G10:
[4] finserv
[3] fintech

Top Words
Top Words in Tweet in Entire Graph:
[2686] Words in Sentiment List#1: Positive
[1101] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[86476] Non-categorized Words
[90263] Total Words
[2152] #finserv
[2121] #fintech
[1732] enricomolinari
[1379] #ai
[1322] gt

Top Words in Tweet in G1:
[1030] enricomolinari
[730] #ai
[515] #finserv
[449] ty
[420] #iot
[412] wef
[384] #fintech
[375] ronald_vanloon
[172] cc
[171] #vr

Top Words in Tweet in G2:
[918] #fintech
[631] #finserv
[384] #banking
[257] jimmarous
[253] gt
[220] digital
[201] #innovation
[198] #digitaltransformation
[180] enricomolinari
[165] spirosmargaris

Top Words in Tweet in G3:
[907] gt
[494] #finserv
[466] enricomolinari
[443] #fintech
[367] #ai
[271] antgrasso
[217] mikequindazzi
[214] ty
[181] #blockchain
[158] payments

Top Words in Tweet in G4:
[239] #fintech
[239] #finserv
[96] top
[86] regtech
[84] well
[81] done
[69] #banking
[66] ralexjimenez
[63] digital
[60] compliance

Top Words in Tweet in G5:
[156] ravikikan
[59] #startups
[58] #ai
[56] #blockchain
[56] #defstar5
[51] #makeyourownlane
[50] ready
[50] gartner_inc
[50] #crypto
[50] #cryptocurrency

Top Words in Tweet in G6:
[48] #finserv
[22] #fintech
[16] gt
[11] financial
[9] see
[8] services
[8] latest
[8] system
[7] 04
[7] sell

Top Words in Tweet in G7:
[66] getbabb
[45] #getbabb
[41] #blockchain
[41] #finserv
[27] rushdaverroes
[27] ve
[27] made
[27] life
[27] work
[27] put

Top Words in Tweet in G8:
[30] #finserv
[28] #fintech
[26] fintech
[14] future
[13] access
[13] enricomolinari
[11] bamitav
[10] cc
[10] banking
[10] #banking

Top Words in Tweet in G9:
[14] the_dtcc
[9] check
[9] tim
[9] lind
[9] article
[9] funds
[9] europe
[9] long
[9] managers
[9] suddenly

Top Words in Tweet in G10:
[6] virtual
[6] apr
[4] #finserv
[3] #fintech
[3] conferences
[3] ukfintechweek
[3] 14
[3] fico
[3] events
[3] 20

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[827] gt,gt
[591] #fintech,#finserv
[434] #ai,#iot
[364] #finserv,#fintech
[210] ty,101blockchains
[210] 101blockchains,enricomolinari
[210] covid,19
[189] building,rotating
[189] #iot,#smarthome
[172] enricomolinari,#ehealth

Top Word Pairs in Tweet in G1:
[312] #ai,#iot
[220] #finserv,#fintech
[158] building,rotating
[157] #iot,#smarthome
[145] rotating,skyscraper
[145] skyscraper,wef
[144] dubai,building
[140] cc,enricomolinari
[139] wef,#ai
[139] #smarthome,#finserv

Top Word Pairs in Tweet in G2:
[174] #fintech,#finserv
[158] gt,gt
[156] covid,19
[95] #insurtech,#startup
[93] #banking,#fintech
[87] #fintech,#banking
[82] #startup,#innovation
[81] #finserv,#banking
[77] #innovation,#finserv
[68] #fintech,#insurtech

Top Word Pairs in Tweet in G3:
[568] gt,gt
[256] #fintech,#finserv
[104] ty,101blockchains
[103] 101blockchains,enricomolinari
[103] mikequindazzi,gt
[86] enricomolinari,#ehealth
[86] #ehealth,#ai
[84] link,gt
[76] technologies,increased
[76] increased,collaboration

Top Word Pairs in Tweet in G4:
[87] #fintech,#finserv
[81] well,done
[54] planet,compliance
[54] compliance,top
[54] top,50
[54] 50,regtech
[48] regtech,influencers
[31] covid,19
[30] regtech,top
[30] top,100

Top Word Pairs in Tweet in G5:
[50] ready,#blockchain
[50] #blockchain,ravikikan
[50] ravikikan,gartner_inc
[50] gartner_inc,#crypto
[50] #crypto,#cryptocurrency
[50] #startups,#defstar5
[48] #defstar5,#makeyourownlane
[43] #cryptocurrency,#startups
[37] 250,years
[37] years,#economic

Top Word Pairs in Tweet in G6:
[10] #fintech,#finserv
[10] gt,gt
[8] financial,services
[6] #finserv_2020,04
[6] 04,25_19
[6] 25_19,50
[6] 50,22
[6] 22,xlsx
[6] xlsx,#finserv
[6] sell,system

Top Word Pairs in Tweet in G7:
[27] rushdaverroes,ve
[27] ve,made
[27] made,life
[27] life,work
[27] work,put
[27] put,end
[27] end,financial
[27] financial,exclusion
[27] exclusion,connecting
[27] connecting,people

Top Word Pairs in Tweet in G8:
[16] #fintech,#finserv
[8] #finserv,#banking
[7] banks,fintech
[7] fintech,companies
[6] #banking,#tech
[5] access,cc
[5] discover,iot
[5] iot,set
[5] set,transform
[5] transform,banks

Top Word Pairs in Tweet in G9:
[9] check,tim
[9] tim,lind
[9] lind,article
[9] article,funds
[9] funds,europe
[9] europe,long
[9] long,managers
[9] managers,suddenly
[9] suddenly,volatile
[9] volatile,#capitalmarket

Top Word Pairs in Tweet in G10:
[3] #fintech,#finserv
[3] #finserv,virtual
[3] virtual,conferences
[3] conferences,ukfintechweek
[3] ukfintechweek,apr
[3] apr,14
[3] 14,fico
[3] fico,virtual
[3] virtual,events
[3] events,apr

Top Replied-To
Top Replied-To in Entire Graph:
@oscarjofre
@bristowcolin
@markgossin
@pbarnert
@davidbundirisk
@kvanderhoydonk
@kenoconnordata
@daviddoughty
@froehlichmarcel
@c_ross_blanco

Top Replied-To in G2:
@atlantic_union
@craigiskowitz
@austin2porter

Top Replied-To in G4:
@daviddoughty
@kenoconnordata
@kvanderhoydonk
@davidbundirisk
@pbarnert
@markgossin
@bristowcolin
@oscarjofre
@hugothorman
@froehlichmarcel

Top Replied-To in G10:
@deborahowens

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@wef
@ronald_vanloon
@antgrasso
@jimmarous
@101blockchains
@mikequindazzi
@spirosmargaris
@ralexjimenez
@financialbrand

Top Mentioned in G1:
@enricomolinari
@wef
@ronald_vanloon
@futurism
@startupselfieco
@101blockchains
@mashable
@pawlowskimario
@quicktake
@mikequindazzi

Top Mentioned in G2:
@jimmarous
@spirosmargaris
@financialbrand
@enricomolinari
@albertogaruccio
@ralexjimenez
@brettking
@antgrasso
@psb_dc
@mertiumfin

Top Mentioned in G3:
@enricomolinari
@antgrasso
@101blockchains
@mikequindazzi
@deloitteus
@kearney
@lo
@wef
@ronald_vanloon
@openxccess

Top Mentioned in G4:
@ralexjimenez
@planetcomplianc
@capgemini
@snowflakedb
@talend
@crmscience
@irish_technews
@ottlegalrebels
@nextbillion
@intersystems

Top Mentioned in G5:
@ravikikan
@gartner_inc
@harvardbiz
@rishabhcodes
@plusoffices
@deloitteus
@ruben_arce_s
@enricomolinari
@wef
@mikequindazzi

Top Mentioned in G6:
@philballen

Top Mentioned in G7:
@getbabb
@rushdaverroes
@i_am_dtaylor

Top Mentioned in G8:
@bamitav
@enricomolinari
@technative
@wearetimbi
@techmeru
@jon_e_hall
@masthaven
@a16z
@balaji_sandiego
@crunchbasenews

Top Mentioned in G9:
@the_dtcc
@forbes
@ursbolt
@mikebodson

Top Mentioned in G10:
@ukfintechweek
@fico
@jaypalter
@temenos
@wfsullivan3
@stash
@robinhoodapp
@acorns

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@ejlazar
@clairebotai
@chidambara09
@evankirstel
@deejayiwan
@miguelhilargiak
@cybersec_feeds
@safaricomplc
@chrisbrey1

Top Tweeters in G1:
@deejayiwan
@miguelhilargiak
@chrisbrey1
@aldoceccarelli
@muschelschloss
@sufiy
@bot_innovation
@pekkapuhakka
@mashable
@wernerkeil

Top Tweeters in G2:
@ejlazar
@evankirstel
@thomasclone
@businessinsider
@fintechna
@tess_blue815
@oasismountain
@lelkan
@viriyabot
@marshacollier

Top Tweeters in G3:
@sectest9
@clairebotai
@chidambara09
@cybersec_feeds
@iam__network
@santchiweb
@williamlharbuck
@andrewmorrisuk
@nicochan33
@trippbraden

Top Tweeters in G4:
@safaricomplc
@ottlegalrebels
@mcdonalds
@cnbc
@starbucks
@techcrunch
@daviddoughty
@revolutapp
@oscarjofre
@francedevops

Top Tweeters in G5:
@calcaware
@taieb_bot
@xaelbot
@codedailybot
@llnuxbot
@freshsalis
@serverlessfan
@mayur_shingote
@learn__together
@ccprakay

Top Tweeters in G6:
@thestartupper
@claudiomkd
@hleichsenring
@postrecession
@susanweiner
@soumikroy
@andresvarela
@philballen
@lofwyrm
@hacking_future

Top Tweeters in G7:
@mypat3op
@jumehjejedi
@arulmanishiva
@moeseo
@petroff_ff
@abeey4life
@hycenk
@becky3eila3
@glen_shields1
@dervankermer

Top Tweeters in G8:
@billnigh
@kuriharan
@rtehrani
@mclynd
@billmew
@bamitav
@nevillegaunt
@fabriziobustama
@iottogether
@drjdrooghaag

Top Tweeters in G9:
@capital_finserv
@replicationnd
@jsalking
@the_dtcc
@mikebodson
@crypticalthinkr
@mchinnic
@justinjugum
@murraypozmanter
@dtcc_emea

Top Tweeters in G10:
@nigelwalsh
@jaypalter
@wfsullivan3
@deborahowens
@fico
@craigiskowitz
@temenos
@robinhoodapp
@stash
@acorns


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