fintech , Twitter, 8/13/2019 7:45:12 AM, 206610


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fintech _2019-08-12_23-44-49.xlsx
fintech _2019-08-12_23-44-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2019
Short Description:
fintech via NodeXL http://bit.ly/2YRfUEp
@santchiweb
@spirosmargaris
@fintechna
@daviddoughty
@business
@grazytgrazynatt
@reach2ratan
@fgraillot
@ralexjimenez
@kiyotaka_1991

Top hashtags:
#fintech
#ai
#blockchain
#banking
#insurtech
#crypto
#bitcoin
#cybersecurity

Description:
Description
The graph represents a network of 3,948 Twitter users whose tweets in the requested range contained "fintech ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 August 2019 at 06:46 UTC.

The requested start date was Monday, 12 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 15-hour, 30-minute period from Sunday, 11 August 2019 at 08:30 UTC to Monday, 12 August 2019 at 00:01 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 : 3948
Unique Edges : 4939
Edges With Duplicates : 3392
Total Edges : 8331
Number of Edge Types : 3
Tweet : 2329
Mentions : 5872
Replies to : 130
Self-Loops : 2329
Reciprocated Vertex Pair Ratio : 0.0145888594164456
Reciprocated Edge Ratio : 0.0287581699346405
Connected Components : 1026
Single-Vertex Connected Components : 605
Maximum Vertices in a Connected Component : 1937
Maximum Edges in a Connected Component : 6069
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.693194
Graph Density : 0.000294556367307555
Modularity : 0.53154
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[70] https://trib.al/nLddFEr
[46] https://twinybots.ch/
[40] http://automatski.com/
[38] https://cointelegraph.com/news/how-brexit-will-affect-the-uk-fintech-industry-experts-answer
[29] https://dan.com/buy-domain/onchainsecurity.com?redirected=true&tld=com
[27] https://www.twitch.tv/forksandhash
[26] https://www.zdnet.com/article/ibm-offers-explainable-ai-toolkit-but-its-open-to-interpretation/
[21] https://www.mckinsey.com/featured-insights/future-of-work/the-future-of-work-in-america-people-and-places-today-and-tomorrow?cid=other-soc-twi-mgi-mgi-oth-1908
[20] https://www.bloomberg.com/tosv2.html?vid=&uuid=eb858690-ba4f-11e9-af0c-cd1ffb56f94a&url=L29waW5pb24vYXJ0aWNsZXMvMjAxOS0wOC0wOC9maW50ZWNoLWV5ZXMtYmFua3MtMTI0LXRyaWxsaW9uLW9mLXRyYW5zZmVyLXBheW1lbnRz
[19] https://medium.com/@aditya.yadav/yadavs-lectures-on-physics-space-time-and-this-universe-lecture-one-the-creation-of-space-e5315236a563

Top URLs in Tweet in G1:
[40] http://automatski.com/
[21] https://cointelegraph.com/news/how-brexit-will-affect-the-uk-fintech-industry-experts-answer
[19] https://medium.com/@aditya.yadav/yadavs-lectures-on-physics-space-time-and-this-universe-lecture-one-the-creation-of-space-e5315236a563
[10] http://www.startuprad.io/
[7] https://www.dijifi.org/2019/08/haftalik-fintech-ozeti-69.html
[7] https://www.foxbusiness.com/financials/snoop-dogg-klarna-europe-fintech-startup
[7] https://cointelegraph.com/news/how-brexit-will-affect-the-uk-fintech-industry-experts-answer?utm_source=dlvr.it&utm_medium=twitter
[6] https://podcasts.apple.com/us/podcast/startuprad-io-startup-podcast-from-germany/id967788304
[6] https://m.vk.com/id15800296
[5] https://www.youtube.com/watch?v=eTOkFd7a8eo


Top URLs in Tweet in G2:
[20] https://www.zdnet.com/article/ibm-offers-explainable-ai-toolkit-but-its-open-to-interpretation/
[17] https://www.mckinsey.com/featured-insights/future-of-work/the-future-of-work-in-america-people-and-places-today-and-tomorrow?cid=other-soc-twi-mgi-mgi-oth-1908
[14] https://techcrunch.com/2019/08/10/how-tech-is-transforming-the-intelligence-industry/
[12] https://www.weforum.org/agenda/2019/04/what-s-really-driving-disruption-it-s-not-technology
[10] http://www.businessworld.in/article/Driverless-Cars-Chatbots-Artificial-Intelligence-Where-Is-The-Human-Factor-/11-08-2019-174508/
[10] https://www.ft.com/content/2f886ce8-b9f3-11e9-8a88-aa6628ac896c
[8] https://www.wired.com/story/imessage-interactionless-hacks-google-project-zero/?bxid=5cec23bbfc942d3adaffa864&cndid=57147456&esrc=&source=EDT_WIR_NEWSLETTER_0_DAILY_SPECIAL_EDITION_ZZ&utm_brand=wired&utm_campaign=aud-dev&utm_mailing=WIR_Special_Defcon_PaywallSubs_080819&utm_medium=email&utm_source=nl&utm_term=WIR_PaywallSubs
[7] https://www.slashgear.com/what-banks-can-learn-from-apple-card-11586926/
[7] https://www.digitalinformationworld.com/2019/08/amazon-google-or-ibm-microsoft-which-company-does-the-best-job-at-image-recognition.html
[7] https://www.wired.com/story/darpa-voting-machine-defcon-voting-village-hackers/?mbid=social_twitter_onsiteshare&verso=true

Top URLs in Tweet in G3:
[24] https://twinybots.ch/
[11] http://Fintech-Academy.com
[7] https://essentials.news/en/digital-banking/article?url=https://valuer.ai/blog/best-fintech-startups-in-europe/
[6] https://essentials.news/en/digital-banking/article?url=https://techcrunch.com/2019/07/26/fintech-decacorn-nubank-raises-400m-led-by-tcv/
[6] https://www.forbes.com/sites/forbestechcouncil/2019/08/09/how-fintechs-can-leverage-artificial-intelligence/#4babd7572e1e
[5] https://bitcointalk.org/index.php?topic=5155778.0
[5] https://betakit.com/digital-finance-institute-names-canadas-top-50-fintech-companies-for-2019/
[5] https://betakit.com/jobs/company.html?company=viziya
[5] http://Fintech-Awards.com
[5] http://out.faveeo.com/?url=https://valuer.ai/blog/best-fintech-startups-in-europe/&vertical=digital-banking&lang=en&family=en

Top URLs in Tweet in G4:
[3] https://www.iris.xyz/grow/development/why-financial-advisors-should-embrace-fintech?utm_content=buffer07c1b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://thenextweb.com/contributors/2018/05/20/6-things-i-learned-marketing-for-startups-and-early-stage-companies/?utm_source=twitter&utm_medium=referral&utm_content=6%2Bthings%2BI%2Blearned%2Bmarketing%2Bfor%2Bstartups%2B%2528and%2Bearly%2Bstage%2Bcompanies%2529
[2] http://www.socialmediaexaminer.com/4-free-tools-to-analyze-your-social-media-competitors/?utm_source=twitter&utm_medium=social&utm_campaign=SocialWarfare
[2] https://twinybots.ch/
[1] http://www.threegirlsmedia.com/2017/04/06/run-successful-social-media-advertising-campaign/
[1] https://twitter.com/i/web/status/1160497075269750784
[1] https://twitter.com/i/web/status/1160488710170746880
[1] https://twitter.com/i/web/status/1160490567316283393
[1] https://twitter.com/i/web/status/1160492929812590593
[1] https://www.linkedin.com/pulse/want-grow-exponentially-you-can-gra%C5%BCyna-tt/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base_post_details%3B08d5lJgJT0mFgrn%2FYjGwTA%3D%3D

Top URLs in Tweet in G5:
[11] https://www.amazon.com/Storytelling-Data-Visualization-Business-Professionals/dp/B079H3ZJJZ/ref=as_li_ss_tl?_encoding=UTF8&pd_rd_i=B079H3ZJJZ&pd_rd_r=61908670-19df-44cc-bfad-9976e2139ec5&pd_rd_w=w7ZEv&pd_rd_wg=1vMd3&pf_rd_p=1c11b7ff-9ffb-4ba6-8036-be1b0afa79bb&pf_rd_r=EB7N5K162MEM5XE1WBKZ&psc=1&refRID=EB7N5K162MEM5XE1WBKZ&linkCode=sl1&tag=mikejay02-20&linkId=b80f62abea5c26447b7b99a72f9d5535&language=en_US
[9] https://packetstormsecurity.com/news/view/30367/Online-Daters-Targeted-FBI-Alert-Warns.html
[7] https://securityaffairs.co/wordpress/89538/malware/lord-exploit-kit.html
[7] https://latesthackingnews.com/2019/08/06/small-businesses-are-prime-targets-for-hackers-attracting-70-of-attacks/
[7] https://packetstormsecurity.com/news/view/30368/Microsoft-Lab-Offers-300k-For-Working-Azure-Exploits.html
[7] https://www.ehackingnews.com/2019/08/a-british-national-accused-of-stealing.html
[6] http://feedproxy.google.com/~r/TheHackersNews/~3/ceD0MU5OWTw/sim-device-unlocking-malware.html
[6] https://www.cpomagazine.com/cyber-security/five-ways-to-prevent-the-capital-one-breach-from-happening-to-you/
[6] https://securityaffairs.co/wordpress/89527/hacking/kde-zero-day-vulnerability.html
[4] https://securityaffairs.co/wordpress/89547/hacking/swapgs-attack.html

Top URLs in Tweet in G6:
[13] https://www.cityfalcon.com/watchlists?assets=fintech&utm_campaign=T_AT
[4] https://www.lesechos.fr/finance-marches/banque-assurances/ete-a-risques-pour-les-maillons-faibles-de-la-fintech-europeenne-1123100
[4] https://randomaccessnews.blogspot.com/2019/08/los-analistas-predicen-una-mejor.html
[4] https://m.vk.com/id15800296
[3] https://www.linkedin.com/slink?code=f35pMFx
[3] https://www.planetcompliance.com/2019/06/08/hot-off-the-press-the-new-planetcompliance-regtech-directory/
[2] https://www.youtube.com/watch?v=MsUEvTb1G4w&feature=youtu.be

[2] https://www.agefi.fr/fintech/actualites/etude-texte-reference/20190624/finance-innovation-dresse-bilan-fintech-277526
[2] https://www.surf-finance.com/fintech-la-strategie-risquee-darkea.html
[2] https://theodi.org/article/how-far-open-banking-has-come-our-five-takeaways

Top URLs in Tweet in G7:
[13] https://thefinanser.com/2019/07/banks-and-fintech-partnerships-a-clash-of-extremes.html/
[5] https://thefintechtimes.com/data-financial-services/
[3] https://www.theguardian.com/money/2019/aug/11/the-bank-manager-will-see-you-now-is-monzo-ready-to-grow-up
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=eb858690-ba4f-11e9-af0c-cd1ffb56f94a&url=L29waW5pb24vYXJ0aWNsZXMvMjAxOS0wOC0wOC9maW50ZWNoLWV5ZXMtYmFua3MtMTI0LXRyaWxsaW9uLW9mLXRyYW5zZmVyLXBheW1lbnRz
[2] https://www.crowdfundinsider.com/2019/08/150451-china-weiyangx-fintech-review-129/
[2] https://www.businessinsider.in/these-are-the-hottest-fintech-startups-and-companies-in-the-world/articleshow/70623053.cms
[2] https://cryptoticker.io/en/crypto-war-corporate-coin/
[2] https://www.paginasiete.bo/economia/2019/8/11/las-fintech-se-expanden-con-servicios-en-bolivia-la-region-227113.html
[2] http://andigital.com.ar/interes-general/item/78472-fintech-regular-o-no-regular-esa-es-la-cuestion
[2] http://youtu.be/YzmvQ2vVe1s

Top URLs in Tweet in G8:
[4] https://coverager.com/observations-on-trovs-d2c-uk-exit/
[4] https://medium.com/lufthansa-innovation-hub/the-competitive-landscape-in-the-german-e-scooter-market-a3d9e0bb81d1
[4] https://paper.li/FlameConcepts/1362306777?edition_id=f4792c90-bc23-11e9-a176-0cc47a0d15fd
[3] https://www.thestreet.com/technology/what-is-stellar-blockchain-15042308
[1] https://twitter.com/i/web/status/1160637013567123457
[1] https://twitter.com/i/web/status/1160230577657790465
[1] https://twitter.com/i/web/status/1160440718621650945
[1] https://twitter.com/i/web/status/1160274620764905473
[1] https://twitter.com/i/web/status/1160592969180884998
[1] https://twitter.com/i/web/status/1160634142691909635

Top URLs in Tweet in G9:
[64] https://trib.al/nLddFEr
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=c037ba60-ba92-11e9-8e38-93bae1694f14&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOC0wNi9zbm9vcC1kb2dnLWJhY2tlZC1rbGFybmEtbm93LWV1LXMtbW9zdC12YWx1YWJsZS1maW50ZWNoLXN0YXJ0dXA=

Top URLs in Tweet in G10:
[15] https://www.bloomberg.com/tosv2.html?vid=&uuid=eb858690-ba4f-11e9-af0c-cd1ffb56f94a&url=L29waW5pb24vYXJ0aWNsZXMvMjAxOS0wOC0wOC9maW50ZWNoLWV5ZXMtYmFua3MtMTI0LXRyaWxsaW9uLW9mLXRyYW5zZmVyLXBheW1lbnRz
[4] https://ripple.com/company/careers/all-jobs/?gh_jid=1564745&gh_src=abe537821#1564745
[3] https://twinybots.ch/
[2] https://www.gtreview.com/news/fintech/voltron-blockchain-solution-nears-production-as-standard-chartered-starts-piloting/
[2] https://sifted.eu/articles/europes-fintech-startups-target-generation-z/
[1] https://www.paymentssource.com/opinion/ai-and-5g-are-pushing-asian-payments-into-a-new-age
[1] http://snip.ly/fvco5g?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.ripple.com/insights/digital-currency-regulation-around-the-world/?utm_source=twitter&utm_medium=organic_social
[1] https://twitter.com/i/web/status/1160504569224421376
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=b5b318c0-baae-11e9-8f00-6bc5bcc93333&url=L2FtcC9vcGluaW9uL2FydGljbGVzLzIwMTktMDgtMDgvZmludGVjaC1leWVzLWJhbmtzLTEyNC10cmlsbGlvbi1vZi10cmFuc2Zlci1wYXltZW50cw==

Top Domains
Top Domains in Tweet in Entire Graph:
[1861] twitter.com
[259] paper.li
[72] trib.al
[71] cointelegraph.com
[46] twinybots.ch
[44] automatski.com
[43] medium.com
[43] snip.ly
[42] forbes.com
[38] careerarc.com

Top Domains in Tweet in G1:
[494] twitter.com
[44] automatski.com
[39] cointelegraph.com
[38] paper.li
[29] youtube.com
[28] medium.com
[12] linkedin.com
[12] startuprad.io
[8] foxbusiness.com
[8] wordpress.com

Top Domains in Tweet in G2:
[258] twitter.com
[25] zdnet.com
[19] techcrunch.com
[17] weforum.org
[17] snip.ly
[17] forbes.com
[17] wired.com
[17] mckinsey.com
[12] yahoo.com
[12] ft.com

Top Domains in Tweet in G3:
[160] twitter.com
[24] twinybots.ch
[20] essentials.news
[19] faveeo.com
[13] careerarc.com
[11] forbes.com
[11] fintech-academy.com
[10] betakit.com
[8] thefintechtimes.com
[6] paymentssource.com

Top Domains in Tweet in G4:
[7] twitter.com
[3] iris.xyz
[2] thenextweb.com
[2] socialmediaexaminer.com
[2] linkedin.com
[2] twinybots.ch
[1] threegirlsmedia.com
[1] fintech-awards.com
[1] ft.com
[1] visualcapitalist.com

Top Domains in Tweet in G5:
[254] twitter.com
[18] securityaffairs.co
[18] fintechnews.hk
[16] packetstormsecurity.com
[14] snip.ly
[12] google.com
[11] amazon.com
[10] latesthackingnews.com
[7] cpomagazine.com
[7] ehackingnews.com

Top Domains in Tweet in G6:
[171] twitter.com
[21] careerarc.com
[13] cityfalcon.com
[5] iammarketingmedia.com
[5] linkedin.com
[5] blogspot.com
[4] lesechos.fr
[4] vk.com
[4] wordpress.com
[4] planetcompliance.com

Top Domains in Tweet in G7:
[21] twitter.com
[14] thefinanser.com
[7] paper.li
[5] thefintechtimes.com
[4] theguardian.com
[4] crowdfundinsider.com
[2] bloomberg.com
[2] financemagnates.com
[2] dinheirovivo.pt
[2] businessinsider.in

Top Domains in Tweet in G8:
[54] twitter.com
[6] paper.li
[4] coverager.com
[4] medium.com
[3] thestreet.com
[1] linkedin.com
[1] co.uk
[1] fintechnews.hk
[1] zdnet.com

Top Domains in Tweet in G9:
[64] trib.al
[2] bloomberg.com

Top Domains in Tweet in G10:
[16] bloomberg.com
[5] ripple.com
[4] twitter.com
[3] twinybots.ch
[2] gtreview.com
[2] sifted.eu
[1] paymentssource.com
[1] snip.ly
[1] financemagnates.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2849] fintech
[669] ai
[541] blockchain
[411] banking
[292] insurtech
[262] crypto
[238] bitcoin
[217] cybersecurity
[191] cryptocurrency
[187] finserv



Top Hashtags in Tweet in G1:
[320] fintech
[132] blockchain
[94] crypto
[71] tokensale
[58] zeux
[55] bitcoin
[36] cryptocurrency
[22] ico
[20] ai
[19] eft

Top Hashtags in Tweet in G2:
[723] fintech
[342] ai
[162] insurtech
[126] artificialintelligence
[96] iot
[85] bigdata
[65] banking
[56] robotics
[55] machinelearning
[53] finserv

Top Hashtags in Tweet in G3:
[419] fintech
[147] banking
[110] blockchain
[90] finserv
[81] vc
[59] cryptocurrency
[55] ai
[51] finance
[50] digitaltransformation
[38] crypto

Top Hashtags in Tweet in G4:
[36] fintech
[33] yourmustread
[24] influencerpromotion
[24] topcasestudy
[21] influencermarketing
[21] cybersecurity
[20] ai
[19] proedutech
[19] knowledge
[16] influencers

Top Hashtags in Tweet in G5:
[170] ataplatform
[133] fintech
[133] retweet
[91] retwet
[81] cybersecurity
[67] retweeetme
[59] ai
[58] innovation
[45] databreach
[40] data

Top Hashtags in Tweet in G6:
[141] fintech
[21] bitcoin
[16] banking
[15] crypto
[13] travel
[13] startuplife
[13] hustle
[12] sidehustle
[11] finance
[10] ethereum

Top Hashtags in Tweet in G7:
[56] fintech
[25] banking
[20] finserv
[9] banca
[6] finance
[4] technology
[3] cybersecurity
[2] insurtech
[2] thebankingscene
[2] innovation

Top Hashtags in Tweet in G8:
[81] spotify
[56] agodgmt
[56] 100daysofcode
[46] fintech
[28] hiphop
[20] ai
[19] insurtech
[12] data
[12] innovation
[11] neobank

Top Hashtags in Tweet in G9:
[1] snoopdogg
[1] klarna
[1] eu
[1] fintech

Top Hashtags in Tweet in G10:
[20] fintech
[15] banks
[15] xrpcommunity
[15] bitcoin
[9] payments
[4] hiring
[3] innovation
[3] ai
[2] iot
[2] vr

Top Words
Top Words in Tweet in Entire Graph:
[3176] Words in Sentiment List#1: Positive
[767] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[84896] Non-categorized Words
[88840] Total Words
[2850] #fintech
[1284] fintech
[669] #ai
[536] #blockchain
[411] #banking

Top Words in Tweet in G1:
[320] #fintech
[272] fintech
[132] #blockchain
[94] #crypto
[84] industry
[78] experts
[75] brexit
[71] #tokensale
[70] answer
[69] affect

Top Words in Tweet in G2:
[723] #fintech
[342] #ai
[202] spirosmargaris
[162] #insurtech
[126] #artificialintelligence
[125] gt
[96] #iot
[85] #bigdata
[76] s
[67] andi_staub

Top Words in Tweet in G3:
[420] #fintech
[147] #banking
[116] fintech
[105] #blockchain
[90] #finserv
[81] #vc
[62] maxjcm
[59] #cryptocurrency
[58] digital
[55] #ai

Top Words in Tweet in G4:
[36] #fintech
[33] #yourmustread
[30] vipeurope5
[29] grazytgrazynatt
[27] influencerprom1
[24] wanderingstarz1
[24] #influencerpromotion
[24] #topcasestudy
[23] tripletsfan19
[23] sumawun

Top Words in Tweet in G5:
[258] fintech
[252] more
[250] make
[242] unique
[242] software
[242] investment
[242] everyone
[242] easier
[242] efficient
[170] #ataplatform

Top Words in Tweet in G6:
[141] #fintech
[46] iam
[46] platform
[46] curated
[46] tweet
[33] fintech
[25] financial
[22] ceo
[21] finance
[21] 11

Top Words in Tweet in G7:
[56] #fintech
[25] #banking
[23] fintech
[21] chris_skinner
[20] #finserv
[19] banks
[13] partnerships
[13] clash
[13] extremes
[13] chris

Top Words in Tweet in G8:
[89] team
[86] alert
[83] music
[82] money
[81] golden
[81] presents
[81] spotify
[81] official
[81] #spotify
[81] source

Top Words in Tweet in G9:
[66] backed
[66] valuable
[66] startup
[65] new
[65] funding
[65] makes
[65] snoop
[65] dogg
[65] klarna
[65] fintech

Top Words in Tweet in G10:
[27] standard
[25] ripple
[22] zero
[20] #fintech
[18] blockchain
[18] trillion
[17] voltron
[17] chartered
[17] live
[17] one

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[264] more,efficient
[262] unique,fintech
[262] fintech,software
[262] software,make
[262] make,investment
[262] investment,everyone
[262] everyone,easier
[262] easier,more
[158] #fintech,#insurtech
[149] #fintech,#ai

Top Word Pairs in Tweet in G1:
[76] fintech,industry
[75] #blockchain,#crypto
[74] #crypto,#fintech
[71] #fintech,#tokensale
[69] industry,experts
[68] experts,answer
[66] brexit,affect
[66] affect,uk
[65] uk,fintech
[54] #zeux,#blockchain

Top Word Pairs in Tweet in G2:
[112] #fintech,#insurtech
[75] gt,gt
[59] #fintech,#ai
[44] #ai,#iot
[41] #iot,#robotics
[41] #robotics,#vr
[41] 5,innovative
[41] poised,change
[41] change,world
[34] #insurtech,#fintech

Top Word Pairs in Tweet in G3:
[84] #fintech,#banking
[81] #vc,#fintech
[71] #banking,#finserv
[48] #finserv,#cryptocurrency
[40] #banking,#digitaltransformation
[35] #cryptocurrency,#finance
[35] #blockchain,#fintech
[32] #digitaltransformation,#fintech
[28] digital,transformation
[27] transformation,banking

Top Word Pairs in Tweet in G4:
[23] #influencerpromotion,#topcasestudy
[20] sumawun,wanderingstarz1
[20] #topcasestudy,#cybersecurity
[19] peterleah18,heroldbarton
[19] #yourmustread,#influencerpromotion
[19] #cybersecurity,#knowledge
[17] #proedutech,#yourmustread
[16] wanderingstarz1,lqiwfuokvh0ynyr
[16] pestochampion,srinualme
[16] #influencers,#influencermarketing

Top Word Pairs in Tweet in G5:
[242] unique,fintech
[242] fintech,software
[242] software,make
[242] make,investment
[242] investment,everyone
[242] everyone,easier
[242] easier,more
[242] more,efficient
[133] efficient,#retweet
[133] #retweet,#ataplatform

Top Word Pairs in Tweet in G6:
[46] iam,platform
[46] platform,curated
[46] curated,tweet
[13] #travel,#startuplife
[13] #startuplife,#hustle
[12] open,banking
[12] #hustle,#sidehustle
[12] alert,time
[12] time,2019
[12] 2019,08

Top Word Pairs in Tweet in G7:
[14] #finserv,#banking
[13] banks,fintech
[13] fintech,partnerships
[13] partnerships,clash
[13] clash,extremes
[13] extremes,chris
[13] chris,skinner's
[13] skinner's,blog
[12] ochiengjasper,banks
[12] blog,chris_skinner

Top Word Pairs in Tweet in G8:
[81] golden,money
[81] money,team
[81] team,presents
[81] presents,spotify
[81] spotify,alert
[81] official,#spotify
[81] #spotify,music
[81] music,source
[55] agodgmt,golden
[53] source,#agodgmt

Top Word Pairs in Tweet in G9:
[65] new,funding
[65] funding,makes
[65] snoop,dogg
[65] dogg,backed
[65] backed,klarna
[65] valuable,fintech
[65] fintech,startup
[64] makes,snoop
[64] klarna,eu's
[64] eu's,valuable

Top Word Pairs in Tweet in G10:
[17] standard,chartered
[16] voltron,blockchain
[16] blockchain,solution
[16] solution,nears
[16] nears,production
[16] production,standard
[16] chartered,starts
[16] starts,piloting
[16] 124,trillion
[15] #banks,near

Top Replied-To
Top Replied-To in Entire Graph:
@finmktg
@moh_alsaeed1
@easyfeedback
@baggehaglund
@kirekswasta
@nice_actimize
@influencerprom1
@ai_miami
@vipeurope5
@vivvus2

Top Replied-To in G2:
@finmktg
@secolourbano
@news_zv
@marcellomilazzo
@revolutapp
@spirosmargaris
@huddlsc

Top Replied-To in G3:
@easyfeedback
@nice_actimize
@signcurve
@dollarhumble
@fintech_os
@sbmeunier
@gurionbenn

Top Replied-To in G4:
@lqiwfuokvh0ynyr
@vipeurope5
@ai_miami
@influencerprom1
@vivvus2
@connectedaction
@grazytgrazynatt
@drnikolova_rumi
@sumawun
@wanderingstarz1

Top Replied-To in G5:
@dulcemente11
@insightbrief

Top Replied-To in G6:
@marcfiorentino
@anneboden
@jamesliamcook

Top Replied-To in G7:
@stkirsch
@shauldaviduk

Top Replied-To in G8:
@lukasklinser

Top Replied-To in G10:
@all_xrp

Top Mentioned
Top Mentioned in Entire Graph:
@spirosmargaris
@ata222
@reach2ratan
@maxjcm
@andi_staub
@business
@agodgmt
@mikequindazzi
@ume_kyd
@jimmarous

Top Mentioned in G1:
@gfradelos
@jakartakita
@gruenderhub
@joemenninger
@bitsofkoin
@hellolemonij
@tearsheetco
@philballen
@gfaccord
@spanishfintech

Top Mentioned in G2:
@spirosmargaris
@andi_staub
@mikequindazzi
@jimmarous
@enricomolinari
@wef
@heinzvhoenen
@financialbrand
@yuhelenyu
@jblefevre60

Top Mentioned in G3:
@maxjcm
@spirosmargaris
@juergenkob
@digitalbanking_
@fintechacademy_
@pradeeprao_
@anthonyawasom
@fgraillot
@fintechca
@prakashadvani

Top Mentioned in G4:
@grazytgrazynatt
@vipeurope5
@influencerprom1
@wanderingstarz1
@tripletsfan19
@sumawun
@peterleah18
@kiyotaka_1991
@ai_miami
@heroldbarton

Top Mentioned in G5:
@ata222
@ume_kyd
@reach2ratan
@sleekdeals
@fintechnewshk
@ronald_vanloon
@fisher85m
@mikequindazzi
@bristowcolin
@gcomo1

Top Mentioned in G6:
@jamesliamcook
@ltafrique
@anneboden
@entirl
@difc
@randomaccessok
@bitso
@daviddoughty
@iam__network
@stanleyepstein

Top Mentioned in G7:
@chris_skinner
@ochiengjasper
@ralexjimenez
@parisfinforum
@monzo
@starlingbank
@youtube
@cgledhill
@lisakuhnphilips
@pascalbouvier

Top Mentioned in G8:
@agodgmt
@mstarsounds
@saucemanbsm
@fgraillot
@blackboxstocks
@fwreport
@socialforhumans
@alicevjones
@ishirlaw
@acaintl

Top Mentioned in G9:
@business

Top Mentioned in G10:
@ripple
@trexia06238702
@digitala
@bankxrp
@stedas
@ashgoblue
@edadoun
@greenhouse
@michellebond111
@jchaunceykelly

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@cryptotraderpro
@feedingjoy
@arkangelscrap
@easy_branches
@detikcom
@sectest9
@paoloigna1
@cowboyscifibot
@danielpilotte

Top Tweeters in G1:
@cryptotraderpro
@feedjunkie
@bitcoinagile
@marciojmsilva
@apunterd
@csa_dvillamizar
@infonya_mas
@gander_news_b1
@sekseehonline
@thestartupper

Top Tweeters in G2:
@jornalistavitor
@arkangelscrap
@cowboyscifibot
@itknowingness
@billnigh
@guardian
@fintechna
@zimei_no_ri
@llhawaii
@amazingchevvolt

Top Tweeters in G3:
@evankirstel
@santchiweb
@nicochan33
@kingofpayments
@nomoreslaves
@andrewmorrisuk
@forbes
@josjosmar59
@martingaedt
@pagina_siete

Top Tweeters in G4:
@feedingjoy
@easy_branches
@brettcateley
@jilliemary
@ssscoop475
@lorimoreno
@rosatrunk
@chidambara09
@ludmarx1
@gracemurphy2

Top Tweeters in G5:
@sectest9
@jurylady5
@nosqldigest
@gamergeeknews
@thehill
@kotaknaren
@primal_digest
@caring_mobile
@soniarivera858
@designthinkbot

Top Tweeters in G6:
@iam__network
@lesechos
@portfoliobuzz
@jeandoobs
@toussurlesjeans
@coincapsai
@daviddoughty
@digitalbankingt
@robinwauters
@rodolfor

Top Tweeters in G7:
@vanalich
@lagaless2019
@enriquen
@s_ghrissia
@enricoverga
@iris_xyz
@hatzbymm
@ralexjimenez
@rodmoose
@monzo

Top Tweeters in G8:
@ottlegalrebels
@js_bot_code
@mench90
@_reactdev
@adrinbot
@secnewsbytes
@zabackj
@xaelbot
@gagnelegal
@anjahoffmann

Top Tweeters in G9:
@business
@capital_sb
@twitme19to45
@nars80
@eastvillagetwt
@khat_l
@dokscho
@endmoronism
@tsxbo
@educate_tv

Top Tweeters in G10:
@machinelearnflx
@metropulseusa
@marian_xrp_hodl
@macalonzomha671
@the_mainlander
@lewinni
@ashishrbedekar
@bankxrp
@bez1974
@stuart68077797