#banking, Twitter, 8/2/2021 12:43:42 PM, 259398


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#banking Twitter NodeXL SNA Map and Report for Monday, 02 August 2021 at 09:36 UTC
#banking Twitter NodeXL SNA Map and Report for Monday, 02 August 2021 at 09:36 UTC
From:
vivian
Uploaded on:
August 02, 2021
Short Description:
#banking via NodeXL https://bit.ly/3jfhYNv
@interfima
@eqibank
@spirosmargaris
@amerbanker
@eqifi_finance
@rbi
@chidambara09
@enricomolinari
@thewirehindi
@jimmarous

Top hashtags:
#banking
#fintech
#finance
#money
#blockchain
#bank
#business
#finserv
#crypto
#defi

Description:
Description
The graph represents a network of 7,269 Twitter users whose recent tweets contained "#banking", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 02 August 2021 at 11:16 UTC.

The tweets in the network were tweeted over the 8-day, 7-hour, 45-minute period from Sunday, 25 July 2021 at 01:50 UTC to Monday, 02 August 2021 at 09:35 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 : 7269
Unique Edges : 14956
Edges With Duplicates : 16170
Total Edges : 31126
Number of Edge Types : 5
Mentions : 5652
Retweet : 5837
MentionsInRetweet : 13002
Replies to : 827
Tweet : 5808
Self-Loops : 6139
Reciprocated Vertex Pair Ratio : 0.0433112336575996
Reciprocated Edge Ratio : 0.0830264877063784
Connected Components : 1676
Single-Vertex Connected Components : 1188
Maximum Vertices in a Connected Component : 4352
Maximum Edges in a Connected Component : 26082
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.169204
Graph Density : 0.000318713836162993
Modularity : 0.452508
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,269 Twitter users whose recent tweets contained "#banking", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 02 August 2021 at 11:16 UTC.

The tweets in the network were tweeted over the 8-day, 7-hour, 45-minute period from Sunday, 25 July 2021 at 01:50 UTC to Monday, 02 August 2021 at 09:35 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 : TwitterSearch
Graph Term : #banking
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[625] https://twinybots.ch/
[247] https://www.ibtimes.com/defi-end-traditional-bank-we-know-it-3260305
[70] https://citadeladvantage.blogspot.com/2021/07/top-reads-of-week-for-week-ending-23.html?spref=tw
[68] http://thewirehindi.com/179635/over-rs-81921-crore-fraud-in-12-public-sector-banks-in-financial-year-2020-21-rti/
[52] https://thefinancialbrand.com/119043/global-megatrends-impact-banking-future-healthcare-ai-sustainability-digital/?smedia-twt-jm
[49] https://techcrunch.com/2021/07/26/solarisbank-raises-224m-at-a-1-65b-valuation-to-acquire-contis-and-expand-its-api-based-embedded-banking-tech-in-europe/
[48] https://www.stash.com/get-stash-v7?stash_code=r_raymonda29nt&c=web_landing_to_app_download&pid=jumper&af_sub5=r_raymonda29nt&af_adset=jumper-redirect&af_force_deeplink=true
[40] https://www.fastcompany.com/90658779/how-walgreens-and-walmarts-new-banking-ventures-will-shake-up-finance
[38] https://www.jagran.com/bihar/bhagalpur-airtel-payments-bank-has-endeavored-to-provide-relief-to-the-flood-victims-by-providing-door-to-door-banking-services-during-the-disaster-in-bihar-21872665.html?utm_source=referral&utm_medium=TW&utm_campaign=social_share
[36] https://www.mckinsey.com/industries/financial-services/our-insights/buy-now-pay-later-five-business-models-to-compete?cid=other-eml-alt-mip-mck&hdpid=67a3ef8b-18c4-4f71-b888-e303808b5f2b&hctky=1363682&hlkid=dc88f94794394be2a08c257d36e024c5

Top URLs in Tweet in G1:
[18] https://twinybots.ch/
[14] https://psi-nj.com/
[10] https://twitter.com/DefiBankingbiz/status/1419472537939968002
[10] https://www.financierworldwide.com/fw-news
[10] https://www.stash.com/get-stash-v7?stash_code=r_raymonda29nt&c=web_landing_to_app_download&pid=jumper&af_sub5=r_raymonda29nt&af_adset=jumper-redirect&af_force_deeplink=true
[10] https://moneyinindia.com/
[8] https://twitter.com/DefiBankingbiz/status/1419270311191605250
[8] https://furtherafrica.com/2021/07/28/kenyas-banking-sector-robust-despite-pandemic-impact-report/
[8] https://furtherafrica.com/2021/07/27/central-bank-of-nigeria-aims-to-introduce-its-digital-currency-by-1st-of-october/
[8] https://furtherafrica.com/2021/07/28/egyptian-largest-private-sector-bank-cib-seeks-to-strengthen-presence-in-east-africa/

Top URLs in Tweet in G2:
[518] https://twinybots.ch/
[52] https://thefinancialbrand.com/119043/global-megatrends-impact-banking-future-healthcare-ai-sustainability-digital/?smedia-twt-jm
[52] https://citadeladvantage.blogspot.com/2021/07/top-reads-of-week-for-week-ending-23.html?spref=tw
[47] https://techcrunch.com/2021/07/26/solarisbank-raises-224m-at-a-1-65b-valuation-to-acquire-contis-and-expand-its-api-based-embedded-banking-tech-in-europe/
[37] https://www.fastcompany.com/90658779/how-walgreens-and-walmarts-new-banking-ventures-will-shake-up-finance
[36] https://www.mckinsey.com/industries/financial-services/our-insights/buy-now-pay-later-five-business-models-to-compete?cid=other-eml-alt-mip-mck&hdpid=67a3ef8b-18c4-4f71-b888-e303808b5f2b&hctky=1363682&hlkid=dc88f94794394be2a08c257d36e024c5
[33] https://news.crunchbase.com/news/b2b-payment-platform-nium-valued-above-1b-in-200m-funding/
[30] https://thefinancialbrand.com/118988/4-reasons-why-digital-banking-teams-struggle-to-innovate/
[28] https://www.ft.com/content/79fab227-630a-43a4-8d27-235bac8fc3e1
[27] https://fintechnews.ch/virtual-banking/top-11-neobanking-influencers-in-2021/45795/?utm_content=buffer35160&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[14] https://e.huawei.com/sg/special_topic/event/apac/apac-finance-summit-2021?&utm_campaign=Huawei+Asia-Pacific+Intelligent+Finance+Summit+2021&utm_medium=EDM&utm_source=Fintech_MN&utm_term=&utm_content=
[10] https://www.khmertimeskh.com/
[7] https://www.nst.com.my/
[6] https://okt.to/NqjOBZ
[6] https://www.fintechfutures.com/2021/07/lloyds-and-mastercard-sign-open-banking-payments-partnership/
[6] https://fintechnews.my/28764/financial-inclusion/rebooting-sme-banking-in-southeast-asia/
[5] https://okt.to/KvszfP
[5] https://okt.to/94j3gG
[5] https://okt.to/lNtfXe
[5] https://okt.to/lqHVNB

Top URLs in Tweet in G4:
[14] https://bank.sbi/dsb
[7] https://zeenews.india.com/gujarati/live-tv
[5] https://www.moneycontrol.com/news/business/personal-finance/5-steps-to-take-on-documentation-after-you-buy-a-house-7229731.html
[5] https://www.moneycontrol.com/news/business/rbi-cancels-licence-of-goa-based-madgaum-urban-cooperative-bank-7247331.html
[5] https://zeenews.india.com/gujarati/business/rbi-new-rules-story-166731
[3] https://www.moneycontrol.com/news/trends/current-affairs-trends/bank-holidays-in-august-2021-list-of-days-banks-will-remain-shut-7258251.html
[3] https://www.moneycontrol.com/news/business/over-100-rbi-directives-on-co-operative-banks-so-far-in-2021-three-licences-cancelled-how-deep-is-the-mess-7250321.html
[3] https://www.financialexpress.com/money/aadhaar-mobile-can-be-used-effectively-for-pension-insurance-services-uidai-ceo-saurabh-garg/2300414/
[2] https://hindi.moneycontrol.com/news/results/hdfc-q1--companys-profit-stood-at-rs-30007-crore-in-the-june-quarter_276301.html
[2] https://hindi.moneycontrol.com/news/investment/1-august-will-be-changes-in-tax-banking-rule-lpg-price-rbi-cash-withdrawl-salary-transfer-in-bank-account-fd-rule-change_276209.html

Top URLs in Tweet in G5:
[235] https://www.ibtimes.com/defi-end-traditional-bank-we-know-it-3260305
[2] https://www.eqifi.com/
[1] https://twitter.com/eqifi_finance/status/1420488997558751235
[1] https://twitter.com/eqifi_finance/status/1420826471891865610
[1] https://www.americanbanker.com/news/sba-gives-banks-a-break-on-ppp-loan-forgiveness?utm_source=newsletter&utm_medium=email&utm_campaign=AB_BreakingNews%2B%27-%27%2B07282021&bt_ee=HGd4vRYI0fp3f547J4jWiQgx7z1iCBIV3skhU8zTOHQHzK3Pn%2F6eXqOIU%2BDK01o6&bt_ts=162750521383
[1] https://www.bloomberg.com/news/articles/2021-07-27/wall-street-s-return-to-manhattan-dims-suburban-office-dreams?sref=Il9X9vY9
[1] https://www.americanbanker.com/payments/news/why-the-u-s-and-europe-trail-china-in-central-bank-currency-race
[1] https://twitter.com/crypto_babyboss/status/1420036583760273412
[1] https://twitter.com/crypto_babyboss/status/1419303610740092928
[1] https://www.americanbanker.com/news/what-gen-zers-want-in-their-banking-apps?utm_source=rasaio&utm_medium=top-articles&link=title

Top URLs in Tweet in G6:
[73] https://twinybots.ch/
[20] https://play.google.com/store/apps/details?id=cn.nice.fullwallpaper
[15] https://play.google.com/store/apps/details?id=sms.text.box.parax.chatbox
[14] https://play.google.com/store/apps/details?id=com.bee.freebpdiary
[11] https://www.helpnetsecurity.com/2021/06/09/mobile-finance-apps/
[11] https://arstechnica.com/gadgets/2021/07/new-bank-fraud-malware-called-vultur-infects-thousands-of-devices/
[11] https://play.google.com/store/apps/details?id=com.sweet.tolymei
[10] https://play.google.com/store/apps/details?id=com.text.communicate.translator
[10] https://play.google.com/store/apps/details?id=colors.splash.effect
[10] https://play.google.com/store/apps/details?id=com.monstrent.joy.video.cutter

Top URLs in Tweet in G7:
[17] https://www.youtube.com/watch?v=dqExgSu9kkk

[13] https://www.youtube.com/watch?v=EYMgJFwYlec

[4] https://twitter.com/Kashstpierre/status/1400824586145513476
[4] https://vimeo.com/ondemand/spankthebanker/295407843
[4] https://twitter.com/wimgrommen/status/1419624710703394819
[2] https://twitter.com/Ian_Fraser/status/1009131916367400960
[2] https://twitter.com/Elise_Editing/status/1417358696384974848
[2] https://twitter.com/Kashstpierre/status/1410980058907516928
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258737
[2] https://www.dailymail.co.uk/money/news/article-6148727/Lord-Mandelson-backtracks-criticism-former-Barclays-boss-Bob-Diamond.html

Top URLs in Tweet in G8:
[11] https://www.ft.com/content/1a291077-92f7-4c5c-af72-14496fc2904e
[6] https://twitter.com/francois_remy/status/1420328886802452482
[6] https://lhoft.com/en/insights/holistic-banking/
[4] https://twitter.com/ugosetti/status/1420635311755902982
[4] https://twitter.com/ugosetti/status/1422077742850379776
[4] https://twitter.com/ugosetti/status/1419195761829584897
[4] https://techcrunch.com/2021/07/29/paypals-new-super-app-is-ready-to-launch-will-also-include-messaging/
[4] https://twitter.com/LiveSquawk/status/1421018558470017024
[4] https://twitter.com/WuBlockchain/status/1418944152339828736
[3] https://twitter.com/ugosetti/status/1419889771963428913

Top URLs in Tweet in G9:
[19] https://www.planetcompliance.com/regtech/
[15] https://www.planetcompliance.com/planet-compliance-releases-report-highlighting-30-of-the-most-dynamic-regtech-firms/
[14] https://www.planetcompliance.com/ratings/regtech-100/
[13] https://www.frbservices.org/news/fed360/issues/070121/risk-management-tips-to-ensure-your-institution-is-prepared-for-an-unexpected-service-disruption?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[7] https://conceal.network/
[5] https://www.planetcompliance.com/when-did-you-last-benchmark-your-fraud-prevention-systems/
[5] https://www.girlboss.com/read/online-banking-savings
[5] https://www.difesaesicurezza.com/cyber/cybercrime-italia-la-scorsa-settimana-vittima-di-16-campagne/
[4] https://www.planetcompliance.com/pandemic-driven-digitisation-is-changing-the-way-we-use-data/
[4] https://citadeladvantage.blogspot.com/2021/07/top-reads-of-week-for-week-ending-23.html?spref=tw

Top URLs in Tweet in G10:
[66] http://thewirehindi.com/179635/over-rs-81921-crore-fraud-in-12-public-sector-banks-in-financial-year-2020-21-rti/

Top Domains
Top Domains in Tweet in Entire Graph:
[625] twinybots.ch
[455] twitter.com
[278] thefinancialbrand.com
[259] ibtimes.com
[216] linkedin.com
[204] cnbc.com
[200] google.com
[192] forbes.com
[179] ft.com
[177] youtube.com

Top Domains in Tweet in G1:
[143] careerarc.com
[73] linkedin.com
[70] twitter.com
[48] defibanking.biz
[44] youtube.com
[27] cpix.me
[24] instagram.com
[24] furtherafrica.com
[22] co.uk
[18] twinybots.ch

Top Domains in Tweet in G2:
[518] twinybots.ch
[248] thefinancialbrand.com
[133] finextra.com
[126] forbes.com
[103] blogspot.com
[98] techcrunch.com
[85] ft.com
[83] cnbc.com
[80] twitter.com
[71] mckinsey.com

Top Domains in Tweet in G3:
[88] okt.to
[46] infoblaze.com
[44] linkedin.com
[27] fintechfutures.com
[26] strd.it
[20] sap.com
[19] financialit.net
[16] fintechnews.my
[14] huawei.com
[11] fazzaco.com

Top Domains in Tweet in G4:
[26] moneycontrol.com
[17] india.com
[14] bank.sbi
[12] twitter.com
[6] linkedin.com
[5] co.in
[5] financialexpress.com
[3] business-standard.com
[3] infoblaze.com
[2] usine-digitale.fr

Top Domains in Tweet in G5:
[235] ibtimes.com
[5] twitter.com
[3] americanbanker.com
[2] eqifi.com
[1] bloomberg.com

Top Domains in Tweet in G6:
[167] google.com
[73] twinybots.ch
[54] newsfilecorp.com
[24] forbes.com
[23] co.uk
[18] linkedin.com
[18] bloomberg.com
[17] twitter.com
[16] livemint.com
[16] fool.com

Top Domains in Tweet in G7:
[30] youtube.com
[14] twitter.com
[4] vimeo.com
[2] nodexlgraphgallery.org
[2] co.uk
[2] futurenetzero.com
[1] thismon.ee

Top Domains in Tweet in G8:
[126] twitter.com
[14] ft.com
[7] finextra.com
[6] bitcoin.com
[6] europa.eu
[6] lhoft.com
[5] forbes.com
[5] coindesk.com
[5] fintechnews.ch
[5] techcrunch.com

Top Domains in Tweet in G9:
[112] ffnews.com
[81] planetcompliance.com
[57] fintechfutures.com
[16] frbservices.org
[7] conceal.network
[7] google.com
[6] blogspot.com
[6] kansascityfed.org
[5] girlboss.com
[5] difesaesicurezza.com

Top Domains in Tweet in G10:
[66] thewirehindi.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13104] banking
[3693] fintech
[2342] finance
[1350] money
[1229] blockchain
[1183] bank
[1159] business
[991] finserv
[984] crypto
[976] defi



Top Hashtags in Tweet in G1:
[2145] banking
[280] finance
[215] fintech
[115] money
[91] upsc
[83] business
[79] bank
[79] india
[72] defi
[66] banks

Top Hashtags in Tweet in G2:
[3266] banking
[2048] fintech
[690] finserv
[657] innovation
[608] ai
[543] payments
[495] finance
[360] insurtech
[335] bank
[304] openbanking

Top Hashtags in Tweet in G3:
[628] banking
[221] fintech
[105] digitalbanking
[80] digital
[71] finance
[55] digitaltransformation
[54] banks
[45] bank
[45] southeastasia
[42] financialservices

Top Hashtags in Tweet in G4:
[271] banking
[37] rbi
[35] yonosbi
[35] yono
[35] upgrade
[34] finance
[30] economy
[25] india
[23] pmcbank
[22] icicibank

Top Hashtags in Tweet in G5:
[273] banking
[265] defi
[264] eqifi
[264] eqibank
[264] finance
[261] blockchain
[255] thefuture
[7] crypto
[2] thefutureofmoney
[2] cryptocurrency

Top Hashtags in Tweet in G6:
[1066] banking
[414] economy
[414] banks
[410] business
[400] money
[399] market
[399] news
[294] android
[178] cybersecurity
[175] malware

Top Hashtags in Tweet in G7:
[59] banking
[26] lloyds
[18] homelessness
[18] corruption
[17] lloydsbank
[13] finance
[12] humanity
[11] endroughsleeping
[10] commonpurpose
[10] halifax

Top Hashtags in Tweet in G8:
[466] banking
[174] fintech
[146] fx
[125] finserv
[119] eurusd
[94] trading
[93] disruption
[88] crypto
[81] btc
[81] blockchain

Top Hashtags in Tweet in G9:
[338] banking
[225] compliance
[181] fintech
[174] regtech
[164] data
[107] datascience
[102] analytics
[97] bank
[95] fintechlife
[93] fintechfinance

Top Hashtags in Tweet in G10:
[142] banking
[142] frauds
[76] banks
[66] publicsectorsbanks
[66] बैंकिंग
[66] धोखाधड़ी
[66] सरकारीबैंक

Top Words
Top Words in Tweet in Entire Graph:
[13904] #banking
[4110] #fintech
[2490] #finance
[2123] bank
[1800] banking
[1372] #money
[1289] #blockchain
[1253] #innovation
[1249] #bank
[1233] #payments

Top Words in Tweet in G1:
[2152] #banking
[517] bank
[348] job
[295] link
[280] #finance
[265] more
[260] bio
[238] क
[225] banking
[223] apply

Top Words in Tweet in G2:
[3807] #banking
[2373] #fintech
[929] #innovation
[861] #finserv
[770] #ai
[760] #payments
[746] banking
[613] #finance
[488] #insurtech
[453] #openbanking

Top Words in Tweet in G3:
[646] #banking
[232] #fintech
[131] digital
[125] bank
[112] #digitalbanking
[105] banking
[105] finacle
[82] #digital
[82] more
[71] banks

Top Words in Tweet in G4:
[283] #banking
[111] bank
[105] sbi
[104] yono
[95] क
[81] rbi
[51] र
[51] ल
[47] ह
[42] icicibank

Top Words in Tweet in G5:
[273] #banking
[265] #defi
[264] #eqifi
[264] #eqibank
[264] #finance
[261] #blockchain
[255] #thefuture
[255] ibtimes
[236] traditional
[235] eqifi

Top Words in Tweet in G6:
[1097] #banking
[416] #banks
[414] #economy
[410] #business
[402] #money
[399] #market
[399] #news
[297] #android
[213] #cybersecurity
[197] #malware

Top Words in Tweet in G7:
[61] #banking
[46] googleexpertuk
[28] people
[26] drumeshprabhu
[26] #lloyds
[24] zebra_carol
[24] please
[22] dbgrinberg
[22] breesanna
[19] marshacollier

Top Words in Tweet in G8:
[484] #banking
[180] #fintech
[146] #fx
[138] #finserv
[133] price
[119] #eurusd
[105] eurusd
[94] #trading
[93] #disruption
[90] #crypto

Top Words in Tweet in G9:
[390] #banking
[279] #compliance
[214] #fintech
[195] #data
[195] #regtech
[117] #analytics
[117] #bank
[116] #datascience
[112] #fintechlife
[111] #fintechfinance

Top Words in Tweet in G10:
[264] क
[228] banks
[218] 21
[198] र
[152] frauds
[152] private
[142] #banking
[142] #frauds
[132] त
[132] म

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[819] #fintech,#banking
[754] #banking,#finance
[724] #finance,#banking
[621] #money,#loan
[586] #banking,#bank
[578] #banking,#fintech
[426] #fintech,#finserv
[405] #economy,#banks
[405] #banks,#money
[401] #money,#business

Top Word Pairs in Tweet in G1:
[260] link,bio
[169] click,link
[125] #banking,#finance
[104] #banking,job
[80] national,bank
[79] bio,apply
[74] city,national
[67] see,latest
[65] comerica,bank
[59] bio,see

Top Word Pairs in Tweet in G2:
[452] #fintech,#banking
[390] #banking,#finance
[354] #banking,#fintech
[326] #finserv,#banking
[299] #fintech,#finserv
[292] #money,#loan
[269] #banking,#openbanking
[256] #finance,#bank
[256] #bank,#money
[228] #fintech,#startups

Top Word Pairs in Tweet in G3:
[57] #banking,#digitalbanking
[55] #fintech,#banking
[39] #banking,#finance
[29] #fintech,#fintechnews
[27] #banking,#fintech
[26] #financialtechnology,#financialservices
[26] #banking,#bookkeeping
[26] #bookkeeping,#cashflow
[26] #tax,#vat
[25] #digitaltransformation,#banking

Top Word Pairs in Tweet in G4:
[103] yono,sbi
[36] mobile,number
[35] number,registered
[35] #yonosbi,#yono
[35] #yono,#banking
[35] #banking,#upgrade
[34] bank,securely
[34] securely,yono
[34] sbi,yono
[34] sbi,leveling

Top Word Pairs in Tweet in G5:
[263] #eqibank,#finance
[262] #finance,#banking
[259] #defi,#blockchain
[259] #blockchain,#eqifi
[259] #eqifi,#eqibank
[255] #banking,#thefuture
[248] #thefuture,ibtimes
[233] international,business
[233] business,times
[233] defi,end

Top Word Pairs in Tweet in G6:
[401] #economy,#banks
[399] #banks,#money
[399] #money,#business
[399] #business,#market
[399] #market,#news
[185] #android,#banking
[159] #banking,#trojan
[147] #trojan,#malware
[133] google,play
[110] trcert,malwrhunterteam

Top Word Pairs in Tweet in G7:
[17] global,financial
[17] financial,corruption
[17] corruption,anthony
[17] anthony,stansfield
[17] stansfield,ukparliament
[16] gm4women2028,andyburnhamgm
[16] andyburnhamgm,evefrancisholt
[16] evefrancisholt,helenpankhurst
[16] helenpankhurst,profjuliarouse
[16] profjuliarouse,uomeandd_sarah

Top Word Pairs in Tweet in G8:
[107] #fx,#banking
[77] #fintech,#finserv
[74] eurusd,eur
[73] #banking,#trading
[69] #fintech,#banking
[69] #eurusd,eurusd
[68] #disruption,#blockchain
[65] ask,price
[65] price,lt
[55] #blockchain,#fintech

Top Word Pairs in Tweet in G9:
[191] #regtech,#compliance
[112] #fintech,#data
[112] #data,#datascience
[112] #datascience,#analytics
[112] #analytics,#fintechlife
[112] #fintechlife,#banking
[112] #banking,#bank
[111] #bank,#fintechfinance
[111] #fintechfinance,#lendtech
[111] #lendtech,#knowyourcustomer

Top Word Pairs in Tweet in G10:
[152] private,banks
[142] #banking,#frauds
[132] र,ब
[132] ब,क
[132] ख,धड
[76] thewirehindi,rbi
[76] rbi,annual
[76] annual,report
[76] report,number
[76] number,frauds

Top Replied-To
Top Replied-To in Entire Graph:
@aavememes
@thewirehindi
@googleexpertuk
@ivo_schouwink
@fusionprotocol
@jbthecryptoking
@coingecko
@pointpay1
@okcoin
@pmo

Top Replied-To in G2:
@fusionprotocol
@jimmarous
@spirosmargaris
@thepsironi
@gmkrajicek
@aaltamami
@bmoharrisbank
@mindymerc
@andrewgbeatty
@lloydsbank

Top Replied-To in G3:
@hsbc
@starlingbank
@mambu_com
@revolutapp
@ncino
@bankofamerica
@creditsuisse
@weareseba
@finleapconnect
@bnpparibas

Top Replied-To in G4:
@pmo
@theofficialsbi
@suparnasharma
@icicibank_care
@axisbank
@nsitharaman
@sbicard_connect
@rbi
@kotakcares
@hdfcsec

Top Replied-To in G5:
@eqifi_finance
@eqibank
@bullishbaelish

Top Replied-To in G6:
@contabocom
@klarna
@unionbankph
@threatfabric
@theofficialsbi
@hsbc
@ronald_vanloon

Top Replied-To in G7:
@googleexpertuk
@housingfirstuk
@socialhousingco
@zebra_carol
@thepeopleshubun
@criminotweet
@james0perry

Top Replied-To in G8:
@cherby80019061
@itsmarlicious
@unitrad35829072
@buyaney
@macopa18
@crypto
@asegpi
@goldcouncil
@forexflowlive
@theeconomist

Top Replied-To in G9:
@instablog9ja
@ellapeperempe
@baddest_cash
@miracleshadrack
@cindy_blog
@tontolet
@geejoethedeejay
@oloyedey4u
@donjazzy
@callmedachamp2

Top Replied-To in G10:
@thewirehindi

Top Mentioned
Top Mentioned in Entire Graph:
@xbond49
@ralexjimenez
@jimmarous
@jblefevre60
@psb_dc
@spirosmargaris
@nicochan33
@ibtimes
@ursbolt
@cgledhill

Top Mentioned in G1:
@voinageo
@kinggedcom
@bietree
@dionmoney2
@armindom
@madisondavisllc
@icloudseven

Top Mentioned in G2:
@xbond49
@ralexjimenez
@jblefevre60
@jimmarous
@psb_dc
@spirosmargaris
@nicochan33
@ursbolt
@cgledhill
@andi_staub

Top Mentioned in G3:
@dbsbank
@huawei
@idc
@pwc
@mastercard
@starlingbank
@efma_news
@lloydsbank
@temenos
@santanderuk

Top Mentioned in G4:
@rbi
@icicibank
@hdfc_bank
@kotakbankltd
@nsitharaman
@amitshah
@theofficialsbi
@pmoindia
@axisbank
@pmc_bank

Top Mentioned in G5:
@ibtimes
@eqifi_finance
@eqibank
@unidoep
@amerbanker
@racin_al
@njelma1
@rabeya018
@ceempaul
@apeh26

Top Mentioned in G6:
@malwrhunterteam
@500mk500
@jameswt_mht
@trcert
@rebensk
@bl4ckh0l3
@bl4ckh0l3z
@cryptax
@uitsec
@jose_garde

Top Mentioned in G7:
@drumeshprabhu
@dbgrinberg
@breesanna
@zebra_carol
@marshacollier
@hibowardere
@lloydsbank
@ec_magazine
@pankhurstcentre
@do_kinder

Top Mentioned in G8:
@ugosetti
@financialtimes
@tnatw
@btctn
@jasuja
@forbes
@francois_remy
@deloitte
@finextra
@coindesk

Top Mentioned in G9:
@delstatebar
@passfortkyc
@destatechamber
@fintechf
@kompliglobal
@fintech_futures
@afroasiafintech
@sgfintechfest
@fintechsaudi
@fintechinsiders

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@sectest9
@threadreaderapp
@marshawright
@cybersec_feeds
@chidambara09
@thudao76
@mohamedal_adawi
@gambiste1
@raymond_norman

Top Tweeters in G1:
@beefent
@marketstodays
@madhyamam
@mathrubhumi
@carlesdijous
@yespunjab
@tv9gujarati
@securitynewsbot
@bawahs
@gulf_news

Top Tweeters in G2:
@marshawright
@cybersec_feeds
@chidambara09
@evankirstel
@sudeepkhatri
@ottlegalrebels
@iam360wise
@businessinsider
@adunlea
@artificialbra1n

Top Tweeters in G3:
@tesco
@bofa_help
@business
@natwest_help
@bankmandiri
@bbcnews
@asknationwide
@cnbc
@mrtallerjerry
@nubank

Top Tweeters in G4:
@56perumal
@paytmcare
@hdfcbank_cares
@theofficialsbi
@timesofindia
@indiatvnews
@aajtak
@etnowlive
@botshindi
@axisbanksupport

Top Tweeters in G5:
@ibtimes
@angel_stockler
@amerbanker
@cryptokrackers
@syafwan29
@nft_whale1
@blockchainedwin
@mdsajidinc
@chda14
@liviuc4

Top Tweeters in G6:
@sectest9
@cybersecurityn8
@raivoonet
@researchmrx
@youranonriots
@sdreyse
@simonlporter
@botcybersec
@dirac7
@yuliyainopinapr

Top Tweeters in G7:
@charitynewsuk
@googleexpertuk
@katalin_pota
@lilachbullock
@drumeshprabhu
@academicchatter
@wendyeslater
@laserhaas01
@wimgrommen
@not1fish

Top Tweeters in G8:
@jeandoobs
@suriyasubraman
@financialtimes
@theeconomist
@fortunemagazine
@drrueckauf
@pakay20
@bbva
@andrea_v_73
@datafloq

Top Tweeters in G9:
@mobilepunch
@wsj
@pmnewsnigeria
@nigerianewsdesk
@yahoonews
@gdprai
@lindaikeji
@juchtervbergen
@gdpr25thmay18
@zenithbank

Top Tweeters in G10:
@virdisharma
@i_am_anil_tyagi
@sajidalimarwadi
@fanishjha
@yashodanandans
@vikasaz1
@narenderjatt
@nileshnj92
@sanvision123111
@anil_narnaul


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