#FinServ, Twitter, 3/5/2019 3:26:04 PM, 189210


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#FinServ_2019-03-05_02-24-02.xlsx
#FinServ_2019-03-05_02-24-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2019
Short Description:
#FinServ via NodeXL http://bit.ly/2EE0J4n
@jimmarous
@mikequindazzi
@santchiweb
@ralexjimenez
@albertogaruccio
@the_lhoft
@antgrasso
@mastercard
@psb_dc
@helene_wpli

Top hashtags:
#finserv
#fintech
#banking
#ai
#blockchain
#insurtech
#bigdata
#iot
#pwc
#tech

Description:
Description
The graph represents a network of 2,240 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 Tuesday, 05 March 2019 at 10:25 UTC.

The requested start date was Sunday, 03 March 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 5-day, 3-hour, 3-minute period from Monday, 25 February 2019 at 10:20 UTC to Saturday, 02 March 2019 at 13:23 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 : 2240
Unique Edges : 4896
Edges With Duplicates : 3961
Total Edges : 8857
Number of Edge Types : 3
Mentions : 7628
Tweet : 1198
Replies to : 31
Self-Loops : 1198
Reciprocated Vertex Pair Ratio : 0.0313531353135314
Reciprocated Edge Ratio : 0.0608
Connected Components : 172
Single-Vertex Connected Components : 99
Maximum Vertices in a Connected Component : 1885
Maximum Edges in a Connected Component : 8347
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.692191
Graph Density : 0.00112155458431698
Modularity : 0.418731
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[122] https://thefinancialbrand.com/81096/banking-small-business-coworking-future-of-work-trends/?smedia-twt-jm
[79] https://thefinancialbrand.com/71350/ai-machine-learning-analytics-marketing-banking-trends/?smedia-twt-jm
[74] https://thefinancialbrand.com/77532/artificial-intelligence-ai-financial-marketing/?smedia-twt-jm
[58] https://thefinancialbrand.com/81221/conversational-ai-banking-chatbot-engagement/?smedia-twt-jm
[55] https://www.cbinsights.com/research/report/amazon-across-financial-services-fintech/?utm_source=twitter&utm_medium=social&utm_campaign=cbi-evergreen
[54] https://thefinancialbrand.com/76628/future-of-work-banking-career-change-trends/?smedia-twt-jm
[48] https://www.statista.com/page/compass
[41] https://bluenotes.anz.com/posts/2019/02/non-banks--looking-like-banks--acting-like-banks--regulated-like#
[39] https://thefinancialbrand.com/73488/omnichannel-banking-data-customer-journey-experience/?smedia-twt-jm
[38] https://twitter.com/MikeQuindazzi/status/1100516109164384257

Top URLs in Tweet in G1:
[48] https://thefinancialbrand.com/76628/future-of-work-banking-career-change-trends/?smedia-twt-jm
[47] https://thefinancialbrand.com/81096/banking-small-business-coworking-future-of-work-trends/?smedia-twt-jm
[35] https://bluenotes.anz.com/posts/2019/02/non-banks--looking-like-banks--acting-like-banks--regulated-like#
[29] https://www.visualcapitalist.com/7-major-flaws-global-financial-system/
[29] https://thefinancialbrand.com/81221/conversational-ai-banking-chatbot-engagement/?smedia-twt-jm
[23] https://thefinancialbrand.com/77532/artificial-intelligence-ai-financial-marketing/?smedia-twt-jm
[20] https://www.cbinsights.com/research/report/amazon-across-financial-services-fintech/?utm_source=twitter&utm_medium=social&utm_campaign=cbi-evergreen
[19] https://www.raconteur.net/risk-management/insurance-playing-catch-technology?platform=hootsuite
[18] https://www.statista.com/page/compass
[17] https://www.linkedin.com/pulse/finsurtech-future-diversified-insurtech-rahul-mathur/

Top URLs in Tweet in G2:
[63] https://thefinancialbrand.com/81096/banking-small-business-coworking-future-of-work-trends/?smedia-twt-jm
[39] https://thefinancialbrand.com/71350/ai-machine-learning-analytics-marketing-banking-trends/?smedia-twt-jm
[26] https://www.cbinsights.com/research/report/amazon-across-financial-services-fintech/?utm_source=twitter&utm_medium=social&utm_campaign=cbi-evergreen
[24] https://www.statista.com/page/compass
[24] https://thefinancialbrand.com/77532/artificial-intelligence-ai-financial-marketing/?smedia-twt-jm
[21] https://thefinancialbrand.com/81221/conversational-ai-banking-chatbot-engagement/?smedia-twt-jm
[20] https://thefinancialbrand.com/74626/ai-transform-disrupt-banking-financial-wef-trends-analysis/?smedia-twt-jm
[12] https://thefinancialbrand.com/73488/omnichannel-banking-data-customer-journey-experience/?smedia-twt-jm
[11] https://thefinancialbrand.com/74703/digital-transformation-journey-trends-insights/?smedia-twt-jm
[10] https://thefinancialbrand.com/72367/digital-banking-transformation-change-risk-disruption/?smedia-twt-jm

Top URLs in Tweet in G3:
[34] https://twitter.com/MikeQuindazzi/status/1100516109164384257
[11] https://twitter.com/MikeQuindazzi/status/1101210936415842307
[7] https://www.capgemini.com/fintechworldreport/?utm_content=buffer90625&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://thefinancialbrand.com/81096/banking-small-business-coworking-future-of-work-trends/?smedia-twt-jm
[5] https://insuranceblog.accenture.com/the-wise-pivot-four-stages-to-become-the-insurer-of-the-future?utm_content=buffer977f3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://thefinancialbrand.com/77532/artificial-intelligence-ai-financial-marketing/?smedia-twt-jm
[4] https://thefinancialbrand.com/67039/ai-hierarchy-of-data-needs/?smedia-twt-jm
[4] https://thefinancialbrand.com/81221/conversational-ai-banking-chatbot-engagement/?smedia-twt-jm
[4] https://swisscognitive.us14.list-manage.com/subscribe?u=db344b4f38cbe151dcff98a27&id=f692c6c173
[4] https://pwc.to/2FpHWrC?utm_content=79702523&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G4:
[14] https://www.youtube.com/watch?reload=9&v=hs3RXtZfeWM
[10] https://thefinancialbrand.com/71350/ai-machine-learning-analytics-marketing-banking-trends/?smedia-twt-jm
[6] https://www.finextra.com/pressarticle/77404/freedom-finance-institutes-open-banking-for-unsecured-loans
[5] https://www.bankingtech.com/2019/02/risk-finance-and-regulatory-reporting-adopting-an-integrated-approach/
[5] https://thefinancialbrand.com/77532/artificial-intelligence-ai-financial-marketing/?smedia-twt-jm
[4] https://gomedici.com/why-waste-crisis-how-industry-can-embrace-aadhaar-verdict-reform-e-kyc/
[4] https://www.equities.com/news/regulation-and-fintech-will-fuel-the-resurgence-of-alternative-lending
[4] http://enewspro.penton.com/preview/wealthmanagement/WM-16/20190222_WM-16_458/display?utm_rid=CPG09000004414191&utm_campaign=18819&utm_medium=email&elq2=77c70941943f40a6bcfd2525e0c7f30c
[4] https://www.moneysense.ca/save/investing/best-robo-advisors-in-canada/
[4] https://www.lexology.com/library/detail.aspx?g=ba9ce03a-cdca-45a2-8ee0-1ed26e814d5e

Top URLs in Tweet in G5:
[11] https://www.ft.com/content/6a2d9d76-3692-11e9-bd3a-8b2a211d90d5
[9] https://www.forbes.com/sites/jonmarkman/2019/02/25/netflix-harnesses-big-data-to-profit-from-your-tastes/
[9] https://www.forbes.com/sites/mayrarodriguezvalladares/2019/02/25/a-big-data-strategy-is-key-to-achieve-greater-alpha/
[8] https://www.verdict.co.uk/what-is-big-data-in-business/
[8] 0.26
[7] https://insidebigdata.com/2019/02/25/how-nonprofits-utilize-big-data/
[7] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2019/02/22/how-to-use-big-data-to-improve-corporate-training/
[7] https://searchbusinessanalytics.techtarget.com/feature/What-to-consider-when-choosing-big-data-file-formats
[7] https://thefinancialbrand.com/77532/artificial-intelligence-ai-financial-marketing/?smedia-twt-jm
[6] https://www.bostonglobe.com/ideas/2019/02/21/big-data-what-cost-winning-oscar/ktgCaTWfwY7J0LI37NqVAL/story.html

Top URLs in Tweet in G6:
[5] https://thefinancialbrand.com/73488/omnichannel-banking-data-customer-journey-experience/?smedia-twt-jm
[4] https://thefinancialbrand.com/71350/ai-machine-learning-analytics-marketing-banking-trends/?smedia-twt-jm
[4] https://thefinancialbrand.com/77532/artificial-intelligence-ai-financial-marketing/?smedia-twt-jm
[3] https://www.youtube.com/playlist?list=PLN5UoEBCJUG6oVTgfzNrfO5m6fsqTuoi5

[2] https://www.statista.com/page/compass
[1] https://www.cmo.com/features/articles/2018/1/8/customer-experience-is-the-new-battleground-for-financial-institutions.html?utm_content=buffer67895&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#gs.WqBk7So
[1] https://www.finextra.com/blogposting/16725/data-strategy-for-driving-growth-of-financial-institutions?utm_medium=rss&utm_source=finextrafeed
[1] http://go.impact.com/PDF-PM-AW-Investing-in-the-Right-Partnership-Platform.html
[1] https://www.forbes.com/sites/cognitiveworld/2019/02/24/the-worlds-biggest-banks-are-doubling-down-on-artificial-intelligence/#6ac10d675a68
[1] https://www.eaglesflight.com/blog/3-strategies-to-attract-and-retain-talent-in-financial-services?utm_campaign=Rewriting%20the%20Rules%3A%20The%20Employee%20Experience%20in%20Financial%20Services&utm_content=84828592&utm_medium=social&utm_source=twitter&hss_channel=tw-213307296

Top URLs in Tweet in G7:
[7] https://medium.com/m/global-identity?redirectUrl=https://hackernoon.com/computervision-ee192f917646
[4] https://uk.reuters.com/article/uk-global-economy/growing-china-downdraft-chills-asia-factory-activity-idUKKCN1QI3KD
[2] https://uk.reuters.com/article/uk-venezuela-politics/venezuela-hit-with-new-u-s-sanctions-after-aid-clashes-idUKKCN1QE28F
[2] https://uk.reuters.com/article/uk-iran-zarif-resignation/irans-foreign-minister-zarif-architect-of-nuclear-deal-resigns-idUKKCN1QE2GA
[2] https://uk.reuters.com/article/uk-venezuela-politics-univision/univision-says-team-released-in-venezuela-interview-confiscated-idUKKCN1QF063
[2] https://uk.reuters.com/article/uk-britain-eu/may-buckles-pm-to-rule-out-no-deal-brexit-the-sun-idUKKCN1QF0LX
[2] https://uk.reuters.com/article/uk-britain-eu/frances-macron-says-britain-would-have-to-justify-delaying-brexit-idUKKCN1QG2JW
[2] https://dy.si/VbuQE
[2] https://dy.si/9ZVZk
[2] https://thefinancialbrand.com/80693/tips-financial-marketing-artificial-intelligence/?utm_source=Sociallymap&utm_medium=Sociallymap&utm_campaign=Sociallymap

Top URLs in Tweet in G8:
[6] https://www.bankingtech.com/2019/02/europes-army-of-fintech-start-ups/
[3] https://nextbillion.net/news/study-how-microfinance-may-lead-to-indebtedness/?utm_sq=g0kkf743ar&utm_source=Twitter&utm_medium=social&utm_campaign=NextBillion&utm_content=NBNewsEventsJobs
[2] http://feeds.feedburner.com/~r/FintechFutures/~3/fZMWG8YKsCA/?utm_source=feedburner&utm_medium=twitter&utm_campaign=fintech_futures
[1] https://www.bankingtech.com/2019/03/banking-technology-march-2019-issue-out-now/
[1] http://paytechawards.bankingtech.com/
[1] http://paytechawards.bankingtech.com/categoriespt/leadership-awards/?utm_source=socialmedia&utm_medium=twitter
[1] https://twitter.com/i/web/status/1100465520267059200
[1] https://twitter.com/i/web/status/1100606700313182208
[1] https://twitter.com/i/web/status/1100703540761317377
[1] https://twitter.com/i/web/status/1100817295239200769

Top URLs in Tweet in G9:
[1] https://bluenotes.anz.com/posts/2019/02/non-banks--looking-like-banks--acting-like-banks--regulated-like#
[1] https://thefinancialbrand.com/76628/future-of-work-banking-career-change-trends/?smedia-twt-jm
[1] https://twitter.com/i/web/status/1101663373182160896
[1] https://twitter.com/i/web/status/1101185010185502720
[1] https://twitter.com/i/web/status/1100826406072643584
[1] https://twitter.com/i/web/status/1101430096664113153
[1] https://www.bankingtech.com/2019/02/europes-army-of-fintech-start-ups/
[1] https://www.wired.co.uk/article/revolut-trade-unions-labour-fintech-politics-storonsky
[1] https://www.geospatialworld.net/news/geospock-launches-pioneering-new-spatial-big-data-platform/
[1] https://twitter.com/i/web/status/1101471127849877509

Top URLs in Tweet in G10:
[12] https://www.lpea.lu/2017/11/30/blockchain-unlocking-the-value-of-distributed-ledger-technology-in-private-equity/
[2] https://twitter.com/StanleyEpstein/status/1101705765570662400
[2] https://thefinancialbrand.com/77532/artificial-intelligence-ai-financial-marketing/?smedia-twt-jm
[2] https://www.statista.com/page/compass
[2] https://www.youtube.com/watch?reload=9&v=hs3RXtZfeWM
[1] https://wearesocial.com/global-digital-report-2019
[1] https://twitter.com/i/web/status/1101367577522126848
[1] https://twitter.com/i/web/status/1101757150936870912
[1] https://twitter.com/i/web/status/1101394827445456896
[1] https://twitter.com/helene_wpli/status/1101666983773265922

Top Domains
Top Domains in Tweet in Entire Graph:
[896] twitter.com
[663] thefinancialbrand.com
[114] forbes.com
[61] cbinsights.com
[48] statista.com
[41] anz.com
[40] linkedin.com
[38] bankingtech.com
[36] visualcapitalist.com
[34] bobsguide.com

Top Domains in Tweet in G1:
[266] thefinancialbrand.com
[119] twitter.com
[35] anz.com
[34] linkedin.com
[30] forbes.com
[29] visualcapitalist.com
[24] raconteur.net
[21] cbinsights.com
[18] statista.com
[17] rise.global

Top Domains in Tweet in G2:
[258] thefinancialbrand.com
[44] twitter.com
[26] cbinsights.com
[24] statista.com
[10] faveeo.com
[7] paper.li
[6] nodexlgraphgallery.org
[4] entrepreneur.com
[4] efma.com
[3] radian6.com

Top Domains in Tweet in G3:
[96] twitter.com
[35] thefinancialbrand.com
[9] capgemini.com
[7] pwc.com
[6] accenture.com
[4] list-manage.com
[4] pwc.to
[4] cbinsights.com
[4] eepurl.com
[3] pwc.in

Top Domains in Tweet in G4:
[119] twitter.com
[32] thefinancialbrand.com
[17] finextra.com
[14] youtube.com
[12] gomedici.com
[10] forbes.com
[7] bankingtech.com
[7] personetics.com
[5] co.uk
[5] thefinanser.com

Top Domains in Tweet in G5:
[217] twitter.com
[57] forbes.com
[28] thefinancialbrand.com
[26] aravo.com
[18] challengerbanks.net
[13] insidebigdata.com
[12] milanofinanza.it
[11] ft.com
[10] ilsole24ore.com
[9] co.uk

Top Domains in Tweet in G6:
[99] twitter.com
[16] thefinancialbrand.com
[6] lnkd.in
[3] youtube.com
[2] forbes.com
[2] statista.com
[2] com.au
[2] wordpress.com
[1] cmo.com
[1] finextra.com

Top Domains in Tweet in G7:
[22] dy.si
[20] reuters.com
[11] twitter.com
[9] thefinancialbrand.com
[7] medium.com
[5] forbes.com
[2] datasciencecentral.com
[2] kurtosys.com
[1] bankingtech.com
[1] abqjournal.com

Top Domains in Tweet in G8:
[20] twitter.com
[12] nextbillion.net
[9] bankingtech.com
[2] feedburner.com

Top Domains in Tweet in G9:
[11] twitter.com
[2] thefinancialbrand.com
[2] cbinsights.com
[1] anz.com
[1] bankingtech.com
[1] co.uk
[1] geospatialworld.net
[1] nodexlgraphgallery.org
[1] cronista.com

Top Domains in Tweet in G10:
[12] lpea.lu
[9] thefinancialbrand.com
[8] twitter.com
[2] statista.com
[2] youtube.com
[1] wearesocial.com
[1] ey.com
[1] netimperative.com
[1] visualcapitalist.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2478] finserv
[2472] fintech
[1473] banking
[1044] ai
[558] blockchain
[375] insurtech
[360] bigdata
[354] iot
[345] pwc
[324] tech



Top Hashtags in Tweet in G1:
[938] fintech
[908] finserv
[637] banking
[198] ai
[171] insurtech
[130] tech
[126] innovation
[99] blockchain
[88] in
[81] cryptocurrency

Top Hashtags in Tweet in G2:
[333] fintech
[331] finserv
[327] banking
[100] ai
[63] techtrends
[30] amazon
[29] iot
[29] innovation
[26] gafa
[25] tech

Top Hashtags in Tweet in G3:
[410] fintech
[259] ai
[242] blockchain
[241] pwc
[208] finserv
[200] banking
[165] digitalbanking
[152] chatbots
[112] bots
[89] infographic

Top Hashtags in Tweet in G4:
[287] fintech
[233] finserv
[130] ai
[106] banking
[99] blockchain
[97] regtech
[68] lhoft
[67] insurtech
[65] data
[65] innovation

Top Hashtags in Tweet in G5:
[217] finserv
[194] bigdata
[162] ai
[159] fintech
[137] iot
[127] machinelearning
[108] datascience
[93] deeplearning
[80] nlp
[80] robots

Top Hashtags in Tweet in G6:
[80] finserv
[42] fintech
[24] banking
[19] ai
[11] innovation
[11] blockchain
[8] tech
[8] insurtech
[5] cryptocurrency
[5] technology

Top Hashtags in Tweet in G7:
[90] finserv
[70] ai
[55] fintech
[32] news
[32] crypto
[30] risk
[25] garpriskcon
[13] bigdata
[10] bank
[8] machinelearning

Top Hashtags in Tweet in G8:
[27] finserv
[22] fintech
[11] paytechawards
[9] digitalfinance
[9] financialinclusion
[7] payment
[6] innovation
[6] startups
[5] paygo
[5] emergingmarkets

Top Hashtags in Tweet in G9:
[35] fintech
[34] finserv
[22] trading
[22] augmentedreality
[22] ar
[22] hololens
[22] vr
[20] virtualreality
[5] blockchain
[5] banking

Top Hashtags in Tweet in G10:
[32] ai
[21] iot
[19] fintech
[19] 5g
[19] business
[19] infographic
[19] cybersecurity
[19] infosec
[18] iiot
[17] finserv

Top Words
Top Words in Tweet in Entire Graph:
[2961] Words in Sentiment List#1: Positive
[973] Words in Sentiment List#2: Negative
[62] Words in Sentiment List#3: Angry/Violent
[91371] Non-categorized Words
[95305] Total Words
[3784] gt
[2588] fintech
[2480] finserv
[2047] banking
[1272] ai

Top Words in Tweet in G1:
[953] fintech
[908] finserv
[887] banking
[437] gt
[383] jimmarous
[235] ai
[218] albertogaruccio
[183] banks
[178] future
[171] insurtech

Top Words in Tweet in G2:
[519] banking
[354] jimmarous
[351] fintech
[331] finserv
[164] ai
[87] financial
[73] banks
[66] digital
[63] turn
[63] branches

Top Words in Tweet in G3:
[2601] gt
[762] mikequindazzi
[412] fintech
[271] ai
[265] pwc
[243] blockchain
[241] banking
[240] antgrasso
[208] finserv
[166] more

Top Words in Tweet in G4:
[311] fintech
[237] finserv
[224] gt
[154] ai
[146] the_lhoft
[136] banking
[133] data
[110] blockchain
[105] ume_kyd
[98] regtech

Top Words in Tweet in G5:
[370] data
[325] more
[321] big
[315] gt
[314] read
[305] here
[226] ai
[217] finserv
[194] bigdata
[191] fintech

Top Words in Tweet in G6:
[81] finserv
[50] gt
[45] fintech
[37] banking
[26] financial
[25] ai
[21] s
[21] jimmarous
[20] finacle
[14] mikequindazzi

Top Words in Tweet in G7:
[90] finserv
[82] ai
[56] fintech
[39] risk
[33] news
[32] garp_risk
[32] crypto
[25] garpriskcon
[23] gt
[20] financial

Top Words in Tweet in G8:
[27] finserv
[22] fintech
[13] new
[11] fintech_futures
[11] paytechawards
[11] nextbillion
[10] use
[9] celebrate
[9] digitalfinance
[9] financialinclusion

Top Words in Tweet in G9:
[37] fintech
[35] citi
[34] finserv
[24] trading
[24] future
[22] floor
[22] futurism
[22] augmentedreality
[22] ar
[22] hololens

Top Words in Tweet in G10:
[34] ai
[29] ingliguori
[22] iot
[19] fintech
[19] benefits
[19] 5g
[19] internet
[19] business
[19] infographic
[19] cybersecurity

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2475] gt,gt
[1154] fintech,finserv
[721] banking,fintech
[536] mikequindazzi,gt
[395] read,more
[375] big,data
[370] more,here
[344] gt,pwc
[295] pwc,mikequindazzi
[222] gt,101blockchains

Top Word Pairs in Tweet in G1:
[497] fintech,finserv
[322] banking,fintech
[288] gt,gt
[122] banking,finserv
[95] fintech,banking
[77] finserv,banking
[67] trends,2019
[66] mikequindazzi,gt
[61] finserv,cryptocurrency
[60] fintech,insurtech

Top Word Pairs in Tweet in G2:
[285] banking,fintech
[280] fintech,finserv
[63] banks,turn
[63] turn,branches
[63] branches,branded
[63] branded,coworking
[63] coworking,spaces
[63] spaces,banking
[60] jimmarous,banks
[60] finserv,techtrends

Top Word Pairs in Tweet in G3:
[1710] gt,gt
[375] mikequindazzi,gt
[240] gt,pwc
[201] pwc,mikequindazzi
[161] gt,101blockchains
[158] gt,fintech
[156] 101blockchains,mikequindazzi
[148] ai,powered
[148] powered,chatbots
[147] chatbots,automating

Top Word Pairs in Tweet in G4:
[138] gt,gt
[114] fintech,finserv
[51] read,more
[50] award,regtech
[46] more,here
[42] big,data
[40] finserv,ai
[35] lhoft's,anniemahieu
[35] anniemahieu,explores
[35] explores,new

Top Word Pairs in Tweet in G5:
[305] read,more
[304] big,data
[297] more,here
[207] gt,gt
[167] here,bigdata
[104] bigdata,datascience
[94] ai,iot
[81] fintech,finserv
[80] datascience,machinelearning
[80] machinelearning,deeplearning

Top Word Pairs in Tweet in G6:
[31] gt,gt
[13] fintech,finserv
[10] banking,fintech
[7] artificial,intelligence
[7] finserv,fintech
[7] mikequindazzi,gt
[6] financial,services
[5] finserv,industry
[5] jimmarous,omnichannel
[5] omnichannel,banking

Top Word Pairs in Tweet in G7:
[32] fintech,news
[32] news,finserv
[32] finserv,crypto
[32] crypto,ai
[23] garp_risk,garpriskcon
[22] risk,ai
[22] ai,garp_risk
[22] garpriskcon,finserv
[15] risk,professionals
[15] gt,gt

Top Word Pairs in Tweet in G8:
[7] paytechawards,celebrate
[7] celebrate,excellence
[7] excellence,use
[7] use,technology
[7] technology,finserv
[7] finserv,payment
[7] payment,industries
[7] industries,worldwide
[7] worldwide,think
[7] client,protection

Top Word Pairs in Tweet in G9:
[27] fintech,finserv
[22] trading,floor
[22] floor,future
[22] future,citi
[22] citi,futurism
[22] futurism,fintech
[22] finserv,augmentedreality
[22] augmentedreality,ar
[22] ar,hololens
[22] hololens,vr

Top Word Pairs in Tweet in G10:
[19] benefits,5g
[19] 5g,internet
[19] internet,business
[19] business,infographic
[19] infographic,iot
[18] iot,cybersecurity
[18] cybersecurity,ai
[18] ai,iiot
[18] iiot,infosec
[18] ingliguori,benefits

Top Replied-To
Top Replied-To in Entire Graph:
@hydrogenapi
@russell_invest
@clagett
@pwcus
@petroni_karina
@freetradebryan
@knarck_crypto
@rachelloumiller
@jimmarous
@hdfcergogic

Top Replied-To in G1:
@clagett
@burnmark_
@psb_dc
@rachelloumiller
@jimmarous

Top Replied-To in G2:
@hdfcergogic

Top Replied-To in G4:
@hydrogenapi
@sendwyre
@talhaaltinkaya
@knarck_crypto

Top Replied-To in G8:
@tamarabcook

Top Replied-To in G9:
@petroni_karina
@freetradebryan
@citi
@joan_schultz67

Top Mentioned
Top Mentioned in Entire Graph:
@jimmarous
@mikequindazzi
@albertogaruccio
@antgrasso
@bristowcolin
@101blockchains
@fisher85m
@psb_dc
@helene_wpli
@the_lhoft

Top Mentioned in G1:
@jimmarous
@albertogaruccio
@psb_dc
@helene_wpli
@mikequindazzi
@frronconi
@wfsullivan3
@fisher85m
@maxjcm
@evankirstel

Top Mentioned in G2:
@jimmarous
@deeplearn007
@financialbrand
@albertogaruccio
@mikequindazzi
@brettking
@ipfconline1
@psb_dc
@spirosmargaris
@wfsullivan3

Top Mentioned in G3:
@mikequindazzi
@antgrasso
@101blockchains
@fisher85m
@jblefevre60
@jacburns_comext
@brettking
@businessinsider
@jimmarous
@ronald_vanloon

Top Mentioned in G4:
@the_lhoft
@ume_kyd
@pinoyfool
@bristowcolin
@hydroblockchain
@anniemahieu
@jimmarous
@hydrogenapi
@mikequindazzi
@stanleyepstein

Top Mentioned in G5:
@bristowcolin
@supernovaelabs
@jimmarous
@bamitav
@seanmoffitt
@claudiomkd
@nitish_sharma23
@aravo
@mikequindazzi
@gamergeeknews

Top Mentioned in G6:
@fayaz_shadman
@panviva

Top Mentioned in G7:
@garp_risk
@kirkdborne
@bristowcolin
@sassoftware
@mcvey_greg
@bitcoinagile
@jimmarous
@mikequindazzi
@mikenewkirk
@forbes

Top Mentioned in G8:
@fintech_futures
@nextbillion
@bfaglobal
@nextbillionfh
@jwinieck
@nickostopoulos
@mastercard
@gsma
@livemint
@cfi_accion

Top Mentioned in G9:
@citi
@futurism
@frronconi
@anneles1ie
@sebasincha
@jimmarous
@mikequindazzi
@citibank
@101blockchains
@heavens_lucy

Top Mentioned in G10:
@ingliguori
@antgrasso
@jimmarous
@chinasolar
@alvinfoo
@akwyz
@albertogaruccio
@deeplearn007
@mikequindazzi
@hydralabs_

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@arkangelscrap
@sectest9
@nosqldigest
@deejayiwan
@bitcoinagile
@evankirstel
@jenkers_en
@gamergeeknews
@ottlegalrebels

Top Tweeters in G1:
@arkangelscrap
@evankirstel
@fintechna
@trippbraden
@nomoreslaves
@gvalan
@wsj
@nancyrubin
@mjoehlerich
@rodrigonunescal

Top Tweeters in G2:
@deejayiwan
@billnigh
@annwalthour
@nikhilchhajar
@themrblueprint
@gezgintrk
@mercyfajarinaj
@infopronetwork
@andrewmorrisuk
@tichitsinde

Top Tweeters in G3:
@businessinsider
@lelkan
@biconnections
@richsimmondsza
@machinelearnflx
@djwarrenyoung
@7wdata
@ham_gretsky
@africaupdates
@parvez1

Top Tweeters in G4:
@kotaknaren
@chidambara09
@calcaware
@yamatho2
@yvesmulkers
@jeandoobs
@ashot_
@knolinfos
@santchiweb
@stanleyepstein

Top Tweeters in G5:
@sectest9
@nosqldigest
@italiastartup_
@machinelearn_d
@cool_golang
@_100daysofcode
@serverlessfan
@curtisschin
@myahmctear
@bamitav

Top Tweeters in G6:
@jenkers_en
@villamizaritpro
@freshsalis
@3blmedia
@edit_engine
@maxversace
@888ico
@bionicsocialite
@agilefrogmedia
@afigueiredo

Top Tweeters in G7:
@jornalistavitor
@bitcoinagile
@gamergeeknews
@bloombergquint
@kirkdborne
@levilball
@technojeder
@craigmilroy
@sassoftware
@brainroaring

Top Tweeters in G8:
@livemint
@businessline
@itweb
@nextbillion
@fintech_futures
@worldbank
@unc
@ids_uk
@globalgoalsun
@tanyabanktech

Top Tweeters in G9:
@ft
@kuriharan
@drnewbold
@waynepdd
@wboricua98
@revolutapp
@nevillegaunt
@mminevich
@futurism
@smaksked

Top Tweeters in G10:
@rvp
@agedchild003
@akwyz
@rachelloumiller
@hydralabs_
@cybersecboardrm
@robinschooling
@simplivllc
@dhinchcliffe
@royautebretonne


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