#FinServ, Twitter, 3/12/2023 2:47:26 AM, 290923


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#FinServ_2023-03-11_18-38-50.xlsx
#FinServ_2023-03-11_18-38-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 12, 2023
Short Description:
#FinServ via NodeXL https://bit.ly/3laimlG
@enricomolinari
@chidambara09
@richardturrin
@spirosmargaris
@ralexjimenez
@dasfintechbot
@psb_dc
@antgrasso
@gartner_inc
@albertogaruccio

Top hashtags:
#finserv
#web3
#csuite
#cx
#healthtech
#smartcity
#digitalhealth

Description:
Description
The graph represents a network of 1,382 Twitter users whose recent tweets contained "#FinServ", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 02:42 UTC.

The tweets in the network were tweeted over the 1818-day, 16-hour, 20-minute period from Monday, 19 March 2018 at 08:30 UTC to Sunday, 12 March 2023 at 00:51 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 1382
Unique Edges : 1675
Edges With Duplicates : 14057
Total Edges : 15732
Number of Edge Types : 9
Retweet : 3602
MentionsInRetweet : 5809
Tweet : 330
Mentions : 5693
MentionsInReplyTo : 100
Replies to : 22
Quote : 33
MentionsInQuote : 142
MentionsInQuoteReply : 1
Self-Loops : 2678
Reciprocated Vertex Pair Ratio : 0.0527295285359801
Reciprocated Edge Ratio : 0.100176782557454
Connected Components : 57
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 1240
Maximum Edges in a Connected Component : 15276
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.067504
Graph Density : 0.0017783208333901
Modularity : 0.139041
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,382 Twitter users whose recent tweets contained "#FinServ", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 02:42 UTC.

The tweets in the network were tweeted over the 1818-day, 16-hour, 20-minute period from Monday, 19 March 2018 at 08:30 UTC to Sunday, 12 March 2023 at 00:51 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[64] https://www.weforum.org/agenda/2023/01/6-world-of-work-challenges-the-metaverse-will-address-davos2023/
[21] https://koukokaga.blogspot.com/2022/10/event-management-company-kolkata-best.html
[20] https://medium.com/@diagorovenkod/best-ivf-center-in-odisha-top-test-tube-baby-center-in-odisha-best-hospital-in-sambalpur-f2036751bd87
[20] https://www.reuters.com/markets/us/fintech-firms-may-struggle-find-investor-love-rebounding-us-ipo-market-2023-03-08/
[20] https://richturrin.substack.com/p/demand-offline-cbdc-transfers-digital
[19] https://hbr.org/2014/12/how-to-write-a-resume-that-stands-out?utm_medium=social&utm_campaign=hbr&utm_source=twitter&tpcc=orgsocial_edit
[19] https://www.visualcapitalist.com/most-valuable-bank-brands-2023/
[18] https://www.economist.com/finance-and-economics/2023/03/09/lessons-from-finances-experience-with-artificial-intelligence
[17] https://www.tumblr.com/launcherz/698711276610781184/good-pr-marketing-agency-good-pr-marketing?source=share&_branch_match_id=link-1111930048928654191
[15] https://www.dailymail.co.uk/news/article-11844311/Oligarchs-abandoned-100mn-superyacht-sale-Antigua-declared-hazard-auctioned.html?ito=social-twitter_mailonline

Top URLs in Tweet in G1:
[38] https://www.weforum.org/agenda/2023/01/6-world-of-work-challenges-the-metaverse-will-address-davos2023/
[7] https://twitter.com/enricomolinari/status/1633081310531969024/photo/1
[6] https://hbr.org/2002/09/crucibles-of-leadership?utm_medium=social&utm_campaign=hbr&utm_source=twitter&tpcc=orgsocial_edit
[5] https://www.lightico.com/banking-innovators-awards/
[5] https://www.papayaglobal.com/global-benefits/
[5] https://www.miatamil.com/world/Why-We-Forget-and-How-to-Remember-Better-The-Science-Behind-Memory-F1147848183.html?share=utatw
[5] https://hbr.org/2014/12/how-to-write-a-resume-that-stands-out?utm_medium=social&utm_campaign=hbr&utm_source=twitter&tpcc=orgsocial_edit
[4] https://intelligence.weforum.org/monitor/emerging-themes/580644ec0186430e8b647af704389f3a
[4] https://koukokaga.blogspot.com/2022/10/event-management-company-kolkata-best.html
[4] https://www.tumblr.com/launcherz/698711276610781184/good-pr-marketing-agency-good-pr-marketing?source=share&_branch_match_id=link-1111930048928654191

Top URLs in Tweet in G2:
[13] https://hbr.org/2014/12/how-to-write-a-resume-that-stands-out?utm_medium=social&utm_campaign=hbr&utm_source=twitter&tpcc=orgsocial_edit
[12] https://www.dailymail.co.uk/news/article-11844311/Oligarchs-abandoned-100mn-superyacht-sale-Antigua-declared-hazard-auctioned.html?ito=social-twitter_mailonline
[9] https://www.dailymail.co.uk/news/article-11822529/Sadiq-Khan-plots-pay-drive-scheme-using-Ulez-cameras.html?ito=social-twitter_mailonline
[9] https://www.miatamil.com/world/Why-We-Forget-and-How-to-Remember-Better-The-Science-Behind-Memory-F1147848183.html?share=utatw
[8] https://finance.yahoo.com/news/yellen-says-world-bank-nominees-170639889.html
[7] https://hbr.org/2002/09/crucibles-of-leadership?utm_medium=social&utm_campaign=hbr&utm_source=twitter&tpcc=orgsocial_edit
[7] https://www.dailymail.co.uk/travel/article-11843813/Swiss-town-PAYING-people-50-000-there.html?ito=social-twitter_mailonline
[7] https://www.theguardian.com/commentisfree/2023/mar/04/misplaced-fears-of-an-evil-chatgpt-obscure-the-real-harm-being-done
[6] https://www.insurancebusinessmag.com/us/news/cyber/data-privacy-violations-are-the-new-cyber-threats-for-insurers-437019.aspx
[6] https://medium.com/@d111gent/how-blockchain-revolutionizes-real-estate-transactions-f753776b4e5?source=topics_v2---------17-84--------------------73c11c89_5ade_4ea7_9037_2067e29d59cd-------17

Top URLs in Tweet in G3:
[16] https://www.visualcapitalist.com/most-valuable-bank-brands-2023/
[14] https://www.weforum.org/agenda/2023/01/6-world-of-work-challenges-the-metaverse-will-address-davos2023/
[12] http://bwdisrupt.businessworld.in/article/Navigating-The-Exciting-World-Of-Fintech/04-03-2023-467770
[12] https://www.insiderintelligence.com/content/podcast-banking-payments-show-fintech-investment-trends-2023
[10] https://www.economist.com/finance-and-economics/2023/03/09/lessons-from-finances-experience-with-artificial-intelligence
[9] https://www.wsj.com/articles/goldman-sachs-doesnt-want-to-be-everyones-bank-but-it-has-to-be-someones-7bc036dc
[9] https://fintechnews.sg/69013/crypto/seven-biggest-fintech-frauds-of-recent-years-who-got-caught/
[9] https://www.reuters.com/markets/us/fintech-firms-may-struggle-find-investor-love-rebounding-us-ipo-market-2023-03-08/
[8] https://fintechnews.ch/aifintech/finance-companies-ramp-up-ai-deployment/58909/
[8] https://www.americanbanker.com/news/many-risks-lurk-for-banks-in-the-cloud-treasury-report?utm_content=buffer23ab3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[10] https://www.forbes.com/sites/forbesbusinesscouncil/2023/02/13/how-to-improve-the-pace-of-emerging-technology/?sh=188ef8f4a0cf&utm_content=bufferfe6f8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.weforum.org/agenda/2023/01/6-world-of-work-challenges-the-metaverse-will-address-davos2023/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=287846
[6] https://www.forbes.com/sites/forbestechcouncil/2023/02/27/the-future-of-data-and-ai-in-the-financial-services-industry/?sh=7dbb1e3d3a00&utm_content=bufferc2d15&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.bcg.com/publications/2023/exploring-digital-financial-ecosystem-opportunities?utm_content=buffer0bccf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.cfo.com/technology/2023/02/fintech-blockchains-cryptocurrency-payments-document-sharing/?utm_content=bufferab9dc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://pymnts.com/
[5] https://blogs.nvidia.com/blog/2023/02/02/financial-industry-ai-survey/
[4] https://fintechmagazine.com/financial-services-finserv/bringing-change-to-fintech-through-diversity-innovation?utm_content=buffer00c8f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://cryptomode.com/what-will-the-future-hold-for-crypto-banks/?utm_content=buffer527a3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[20] https://richturrin.substack.com/p/demand-offline-cbdc-transfers-digital
[11] https://richturrin.substack.com/p/105149282
[7] https://richturrin.substack.com/p/africas-lessons-for-cbdc-china-should
[6] https://www.inoreader.com/stream/user/1005392959/tag/user-favorites/view/html?t=%20&l=https%3A%2F%2Frichturrin.com%2Fwp-content%2Fuploads%2F2023%2F02%2FTop-Fintech-Morning-Reads.png&lw=750&cs=m&c=0xFEFEFE&bc=0xef2d1f&lh=250&lc=0xfee901&dc=0xef2d1f&sb=y
[3] https://richturrin.substack.com/p/the-week-cbdcs-went-nuclear-cross
[3] https://twitter.com/richardturrin/status/1634500548702478337/photo/1
[3] https://twitter.com/richardturrin/status/1634540162574155779/photo/1
[2] https://www.reuters.com/markets/us/fintech-firms-may-struggle-find-investor-love-rebounding-us-ipo-market-2023-03-08/
[1] https://theconversation.com/how-a-digital-pound-could-work-alongside-cryptocurrencies-199462
[1] https://twitter.com/richardturrin/status/1632834515499352066/photo/1

Top URLs in Tweet in G6:
[12] https://eng.ambcrypto.com/moneygram-notes-growing-digital-remittances-as-walk-in-gets-difficult/
[3] https://www.interest.co.nz/personal-finance/120166/grant-halverson-rise-and-fall-buy-now-pay-later-sector-and-what-future-may
[2] https://fintechmagazine.com/articles/lending-fintech-abound-raises-500mn-in-largest-round-so-far
[2] https://www.altfi.com/article/10488_formalising-female-empowerment-in-fintech-change-wont-happen-until-we-start-talking-truthfully
[2] https://www.pymnts.com/news/banking/2023/25-percent-bankers-say-banking-as-a-service-tech-will-boost-revenue/
[2] https://www.stltoday.com/nicklaus-st-louis-online-banking-pioneer-is-back-with-version-2-0/article_96e0ee6c-4e10-5f31-8514-b7d8233db49a.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[2] https://www.crowdfundinsider.com/2023/03/203256-uks-starling-bank-to-create-new-jobs-announces-launch-of-manchester-office/
[2] https://fintechmagazine.com/articles/how-fintech-can-support-a-holistic-view-of-consumer-needs
[2] https://bitcoinist.com/xapo-bank-enables-btc-payments/
[2] https://www.finextra.com/blogposting/23846/why-the-fintech-industry-must-prioritise-gender-inclusivity-this-international-womens-day

Top URLs in Tweet in G7:
[1] https://twitter.com/CASHMASTERTONY1/status/1632199167320682497/photo/1
[1] https://twitter.com/CASHMASTERTONY1/status/1598373628172804096/photo/1
[1] https://twitter.com/CASHMASTERTONY1/status/1620411935266308101/photo/1
[1] https://twitter.com/CASHMASTERTONY1/status/1599731267892748288/video/1
[1] https://twitter.com/CASHMASTERTONY1/status/1601739208162705408/video/1
[1] https://twitter.com/CASHMASTERTONY1/status/1602325419138879489/photo/1
[1] https://twitter.com/CASHMASTERTONY1/status/1632379692538818564/video/1
[1] https://twitter.com/CASHMASTERTONY1/status/1633463254155661314/photo/1
[1] https://twitter.com/CASHMASTERTONY1/status/1606021461113597952/photo/1
[1] https://twitter.com/CASHMASTERTONY1/status/1616291114633334784/video/1

Top URLs in Tweet in G8:
[5] https://medium.com/@diagorovenkod/best-ivf-center-in-odisha-top-test-tube-baby-center-in-odisha-best-hospital-in-sambalpur-f2036751bd87
[4] https://twitter.com/infomoneycart/status/1634061062449532929/photo/1
[2] https://redirect.viglink.com?u=https%3A%2F%2Fchrome.google.com%2Fwebstore%2Fdetail%2Fadfighter-fastersafer-sma%2Famgmhmoikcefmalfmbpkpnnpebhmhfnd%3Fhl%3Den-US&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[2] https://redirect.viglink.com?u=https%3A%2F%2Faddons.mozilla.org%2Fen-US%2Ffirefox%2Faddon%2Fadfighter%2F&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[2] https://centeridentity.com/
[1] https://vesto.io
[1] https://pages.awscloud.com/awsmp-adhoc-fin-banking-forrester-predictions-report.html?sc_channel=sm&sc_campaign=AWS_Marketplace,Marketplace%20FinServ,AR_AnalystReports&sc_publisher=LINKEDIN&sc_geo=GLOBAL&sc_outcome=awareness&trk=MP_ForresterRep_Banking&linkId=202302943&es_id=82be892b21
[1] https://twitter.com/RickBuijserd/status/1633129139288047619/photo/1
[1] https://www.twitch.tv/moongayze420?sr=a
[1] https://bit.ly/HR-IW-T

Top URLs in Tweet in G9:
[5] https://twitter.com/KIIARA/status/1474988396481183745
[5] https://couponos99.com/coupons/clear-and-simple-vsphere-7-foundations-vcta-2023-associate/
[4] https://twitter.com/EverydayKiiara/status/1478719151543836675/photo/1
[4] https://twitter.com/EverydayKiiara/status/1542518480708071425/photo/1
[4] https://twitter.com/EverydayKiiara/status/1478721436286083074/photo/1
[4] https://twitter.com/KiiaraRx/status/1478785978240319489/photo/1
[4] https://twitter.com/KiiaraRx/status/1485069536269414400/photo/1
[4] https://twitter.com/KiiaraLlc/status/1481636831993159682/photo/1
[4] https://twitter.com/WeAreMarahall/status/1518626629475524608/photo/1
[4] https://twitter.com/Binary_Language/status/1492502356537266184/photo/1

Top URLs in Tweet in G10:
[1] https://ripple.com/insights/ripple-liquidity-hub-for-the-enterprise/?utm_campaign=facebook,linkedin,twitter&utm_source=facebook,linkedin,twitter&utm_medium=organic+social&utm_content=1637778727
[1] https://ripple.com/insights/apac-leading-the-way-in-instant-payments/?utm_campaign=&utm_medium=organic_social&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[716] twitter.com
[256] forbes.com
[208] medium.com
[141] co.uk
[141] google.com
[99] papayaglobal.com
[96] trib.al
[95] hbr.org
[77] weforum.org
[55] pymnts.com

Top Domains in Tweet in G1:
[118] twitter.com
[43] weforum.org
[26] co.uk
[22] trib.al
[20] papayaglobal.com
[19] medium.com
[18] hbr.org
[10] forbes.com
[7] travelandleisure.com
[6] google.com

Top Domains in Tweet in G2:
[209] forbes.com
[166] medium.com
[120] twitter.com
[105] co.uk
[75] hbr.org
[74] trib.al
[32] insuranceinsider.com
[27] pymnts.com
[24] google.com
[22] entrepreneur.com

Top Domains in Tweet in G3:
[64] twitter.com
[17] visualcapitalist.com
[17] weforum.org
[16] wsj.com
[12] businessworld.in
[12] americanbanker.com
[12] economist.com
[12] insiderintelligence.com
[11] reuters.com
[9] fintechnews.sg

Top Domains in Tweet in G4:
[113] twitter.com
[76] google.com
[30] forbes.com
[12] pymnts.com
[12] fiverr.com
[11] bcg.com
[10] weforum.org
[10] fintechmagazine.com
[9] sifted.eu
[7] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[69] twitter.com
[42] substack.com
[11] wsj.com
[9] ft.com
[6] inoreader.com
[5] reuters.com
[4] wired.com
[4] insiderintelligence.com
[3] mckinsey.com
[3] forkast.news

Top Domains in Tweet in G6:
[19] google.com
[14] pymnts.com
[12] ambcrypto.com
[9] fintechmagazine.com
[4] finextra.com
[4] fintechfutures.com
[4] seekingalpha.com
[3] co.nz
[2] altfi.com
[2] stltoday.com

Top Domains in Tweet in G7:
[23] twitter.com

Top Domains in Tweet in G8:
[22] twitter.com
[5] viglink.com
[5] medium.com
[2] centeridentity.com
[2] teradata.com
[1] vesto.io
[1] awscloud.com
[1] twitch.tv
[1] bit.ly
[1] emerj.ai

Top Domains in Tweet in G9:
[72] twitter.com
[7] couponos99.com
[1] soundcloud.com
[1] youtube.com

Top Domains in Tweet in G10:
[2] ripple.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2817] finserv
[1832] web3
[1799] csuite
[1791] cx
[1777] healthtech
[1775] smartcity
[1758] digitalhealth
[1747] datascientist
[1728] vive2023
[1494] fintech



Top Hashtags in Tweet in G1:
[504] metaverse
[407] ehealth
[399] marketing
[396] finserv
[315] chatgpt
[196] fintech
[188] web3
[183] csuite
[179] healthtech
[179] cx

Top Hashtags in Tweet in G2:
[1559] web3
[1555] smartcity
[1528] csuite
[1527] healthtech
[1525] digitalhealth
[1524] datascientist
[1523] cx
[1519] vive2023
[1236] ata2023
[1021] finserv

Top Hashtags in Tweet in G3:
[440] finserv
[340] fintech
[186] metaverse
[178] chatgpt
[169] marketing
[153] banking
[136] ehealth
[98] ai
[40] govtech
[39] bank

Top Hashtags in Tweet in G4:
[386] finserv
[376] fintech
[129] metaverse
[108] ai
[103] banking
[98] chatgpt
[92] marketing
[77] ehealth
[65] innovation
[58] blockchain

Top Hashtags in Tweet in G5:
[159] fintech
[155] finserv
[128] tech
[98] blockchain
[88] cbdc
[69] crypto
[49] china
[48] money
[47] bitcoin
[47] business

Top Hashtags in Tweet in G6:
[91] fintech
[89] finserv
[71] banking
[31] mst
[17] payments
[9] cryptocurrency
[8] neobanks
[6] metaverse
[6] ehealth
[6] marketing

Top Hashtags in Tweet in G7:
[101] cashmaster
[101] cashfags
[90] cashdrain
[71] finserv
[66] findom
[52] fagatm
[39] fagtax
[28] cashcows
[27] cashsub
[25] findomgod

Top Hashtags in Tweet in G8:
[39] finserv
[18] fintech
[14] marketing
[13] python
[13] ai
[12] javascript
[12] iot
[11] innovation
[10] 100daysofcode
[10] reactjs

Top Hashtags in Tweet in G9:
[84] iot
[80] python
[74] iiot
[74] pytorch
[74] javascript
[68] reactjs
[55] wordpress
[50] security
[46] ai
[44] defi

Top Hashtags in Tweet in G10:
[12] finserv
[7] apac
[1] digitalassets
[1] crypto

Top Words
Top Words in Tweet in Entire Graph:
[2817] #finserv
[1879] chidambara09
[1832] #web3
[1799] #csuite
[1791] #cx
[1777] #healthtech
[1775] #smartcity
[1758] #digitalhealth
[1750] enricomolinari
[1747] #datascientist

Top Words in Tweet in G1:
[792] enricomolinari
[504] #metaverse
[407] #ehealth
[399] #marketing
[396] #finserv
[315] #chatgpt
[230] gartner_inc
[224] chidambara09
[196] #fintech
[188] #web3

Top Words in Tweet in G2:
[1583] chidambara09
[1559] #web3
[1555] #smartcity
[1528] #csuite
[1527] #healthtech
[1525] #digitalhealth
[1524] #datascientist
[1523] #cx
[1515] #vive2023
[1236] #ata2023

Top Words in Tweet in G3:
[475] enricomolinari
[440] #finserv
[340] #fintech
[186] #metaverse
[178] #chatgpt
[169] #marketing
[153] #banking
[136] #ehealth
[109] spirosmargaris
[98] #ai

Top Words in Tweet in G4:
[386] #finserv
[376] #fintech
[249] enricomolinari
[142] fintech
[129] #metaverse
[108] #ai
[107] ralexjimenez
[102] #banking
[98] #chatgpt
[92] #marketing

Top Words in Tweet in G5:
[159] #fintech
[155] #finserv
[128] #tech
[98] #blockchain
[93] psb_dc
[93] betamoroney
[91] richardturrin
[88] #cbdc
[87] efipm
[85] spirosmargaris

Top Words in Tweet in G6:
[91] #fintech
[89] #finserv
[71] #banking
[61] fintech
[53] albertogaruccio
[42] enricomolinari
[31] spirosmargaris
[31] #mst
[30] efipm
[30] pdpsingha

Top Words in Tweet in G7:
[101] #cashfags
[101] #cashmaster
[90] #cashdrain
[85] cashmastertony1
[71] #finserv
[67] #findom
[52] #fagatm
[39] #fagtax
[28] #cashcows
[27] #cashsub

Top Words in Tweet in G8:
[39] #finserv
[18] #fintech
[14] #marketing
[13] #python
[13] #ai
[12] #javascript
[12] #iot
[11] #innovation
[10] #business
[10] #reactjs

Top Words in Tweet in G9:
[89] #iot
[86] #python
[79] #iiot
[79] kiiara
[78] #pytorch
[75] #javascript
[69] #reactjs
[55] #wordpress
[52] #ai
[50] #security

Top Words in Tweet in G10:
[27] ripple
[12] plans
[12] #finserv
[11] solution
[11] turnkey
[11] enterprises
[11] hear
[11] liquidity
[11] hub
[11] institutions

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1739] #healthtech,#smartcity
[1738] #csuite,#digitalhealth
[1737] #datascientist,#csuite
[1734] #digitalhealth,#web3
[1731] #web3,#cx
[1718] #vive2023,#healthtech
[1379] #smartcity,#ata2023
[1376] #ata2023,#datascientist
[1099] #ehealth,#finserv
[998] chidambara09,#vive2023

Top Word Pairs in Tweet in G1:
[224] #ehealth,#finserv
[193] enricomolinari,#chatgpt
[181] gartner_inc,enricomolinari
[173] #datascientist,#csuite
[173] #web3,#cx
[173] #healthtech,#smartcity
[173] #csuite,#digitalhealth
[173] #digitalhealth,#web3
[173] enricomolinari,#metaverse
[169] chidambara09,#vive2023

Top Word Pairs in Tweet in G2:
[1526] #healthtech,#smartcity
[1525] #csuite,#digitalhealth
[1524] #datascientist,#csuite
[1521] #digitalhealth,#web3
[1518] #web3,#cx
[1513] #vive2023,#healthtech
[1236] #smartcity,#ata2023
[1234] #ata2023,#datascientist
[792] chidambara09,#vive2023
[771] #cx,#ehealth

Top Word Pairs in Tweet in G3:
[108] #finserv,#banking
[93] enricomolinari,#chatgpt
[87] #fintech,#finserv
[81] #ehealth,#finserv
[81] enricomolinari,#metaverse
[78] gartner_inc,enricomolinari
[76] #finserv,#fintech
[67] #metaverse,gartner_inc
[61] #chatgpt,#marketing
[58] #marketing,#ehealth

Top Word Pairs in Tweet in G4:
[163] #fintech,#finserv
[49] enricomolinari,#chatgpt
[48] gartner_inc,enricomolinari
[46] #ehealth,#finserv
[45] #metaverse,gartner_inc
[42] enricomolinari,#metaverse
[40] ralexjimenez,finmktg
[40] #finserv,#banking
[37] #chatgpt,#marketing
[36] #finserv,ralexjimenez

Top Word Pairs in Tweet in G5:
[93] #blockchain,#tech
[90] psb_dc,betamoroney
[87] betamoroney,efipm
[85] #finserv,psb_dc
[77] #tech,#finserv
[76] efipm,brettking
[74] brettking,spirosmargaris
[71] spirosmargaris,mikeflache
[60] #fintech,#finserv
[58] mikeflache,enricomolinari

Top Word Pairs in Tweet in G6:
[72] #fintech,#finserv
[70] #finserv,#banking
[27] spirosmargaris,enricomolinari
[26] betamoroney,pdpsingha
[26] xbond49,efipm
[25] pdpsingha,albertogaruccio
[25] enricomolinari,betamoroney
[23] albertogaruccio,xbond49
[18] #banking,#mst
[12] ripplenet,member

Top Word Pairs in Tweet in G7:
[101] #cashmaster,#cashfags
[90] #cashfags,#cashdrain
[27] #fagtax,#fagatm
[23] #finserv,#findom
[22] #findom,#findomgod
[19] #cashdrain,#cashsubs
[17] cashmastertony1,game
[16] #findom,#finserv
[16] #fagatm,#finserv
[13] #cashsub,#finserv

Top Word Pairs in Tweet in G8:
[11] #finserv,#marketing
[10] #ai,#finserv
[8] #bigdata,#flutter
[8] #investing,#digital
[8] #iot,#data
[8] #digital,#technology
[8] #javascript,#ai
[8] #technology,#innovation
[8] #marketing,#fintech
[8] #innovation,#iot

Top Word Pairs in Tweet in G9:
[78] #iot,#iiot
[69] #javascript,#reactjs
[65] #iiot,#pytorch
[58] #python,#iot
[49] #reactjs,#wordpress
[42] #wordpress,#security
[40] #security,#defi
[36] #pytorch,#javascript
[28] #fintech,#insurtech
[27] #html,#azure

Top Word Pairs in Tweet in G10:
[11] plans,ripple
[11] ripple,liquidity
[11] announced,plans
[11] #finserv,institutions
[11] liquidity,hub
[11] hear,announced
[11] turnkey,solution
[11] solution,#finserv
[11] hub,turnkey
[11] institutions,enterprises

Top Replied-To
Top Replied-To in Entire Graph:
@kiiara
@enricomolinari
@clagett
@globaliqx
@chidambara09
@lukegebb
@currentlyorion
@nicolecasperson
@financialtimes

Top Replied-To in G1:
@chidambara09

Top Replied-To in G2:
@ericssonlabs
@xceltrait
@wallstreetsilv

Top Replied-To in G3:
@clagett
@lukegebb
@psb_dc

Top Replied-To in G4:
@enricomolinari
@martinhoyes
@globaliqx
@nicolecasperson

Top Replied-To in G5:
@bis_org
@financialtimes

Top Replied-To in G9:
@kiiara
@menstraulm
@mamasmatter2

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@enricomolinari
@betamoroney
@enilev
@gartner_inc
@spirosmargaris
@richardturrin
@psb_dc
@efipm
@ralexjimenez

Top Mentioned in G1:
@enricomolinari
@gartner_inc
@chidambara09
@wef
@innoviusglobal
@enricomolinar
@enilev
@betamoroney
@parisfinforum
@richardturrin

Top Mentioned in G2:
@chidambara09
@betamoroney
@enilev
@richardturrin
@antgrasso
@enricomolinari
@ralexjimenez
@antgrasso_it
@albertogaruccio
@gartner_inc

Top Mentioned in G3:
@enricomolinari
@spirosmargaris
@gartner_inc
@psb_dc
@xbond49
@visualcap
@fintech_futures
@brandfinance
@jimmarous
@richardturrin

Top Mentioned in G4:
@enricomolinari
@ralexjimenez
@gartner_inc
@damien_cabadi
@xbond49
@albertogaruccio
@efipm
@richardturrin
@globaliqx
@betamoroney

Top Mentioned in G5:
@psb_dc
@betamoroney
@richardturrin
@efipm
@spirosmargaris
@mikeflache
@brettking
@enricomolinari
@thecyrusjanssen
@khulood_almani

Top Mentioned in G6:
@albertogaruccio
@enricomolinari
@spirosmargaris
@pdpsingha
@efipm
@xbond49
@betamoroney
@ralexjimenez
@moneygram
@ambcrypto

Top Mentioned in G7:
@cashmastertony1
@cashmasterns

Top Mentioned in G8:
@theadfighter
@center_identity
@nicholas1192

Top Mentioned in G9:
@kiiara
@lilkiiwikrush
@enter_entendre
@everydaykiiara
@eminem
@wearemarahall
@mamasmatter2
@menstraulm
@penmanshipp
@mobile_morgue

Top Mentioned in G10:
@ripple

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@evankirstel
@rahul05ranjan
@sudeepkhatri
@annemariayritys
@reuters
@seekingalpha
@rvp
@business
@jilevin

Top Tweeters in G1:
@annemariayritys
@rvp
@jimmyroybloom
@lorimoreno
@aldoceccarelli
@evanderburg
@sdreyse
@trippbraden
@caring_mobile
@adnanserpen

Top Tweeters in G2:
@chidambara09
@nytimes
@fullnam35087976
@noahpinion
@ft
@lucian2drei
@axios
@pawansomanchi
@molacc
@majaderix

Top Tweeters in G3:
@guardian
@ssxman2
@calcaware
@jackiedeburca
@fintechna
@cnbc
@nicochan33
@marshacollier
@akwyz
@shi4tech

Top Tweeters in G4:
@sudeepkhatri
@business
@ricardo_ik_ahau
@kirillklip
@forbes
@howardstrauber
@pythonbot_by_pm
@jayeshmthakur
@nowthisnews
@jblefevre60

Top Tweeters in G5:
@peterpobjecky
@rwang0
@ilovebooks786
@financialtimes
@southstep
@edventure9
@dgwbirch
@rpa_supplements
@bubblejunction
@nanotrac

Top Tweeters in G6:
@reuters
@seekingalpha
@dawnroseturner
@stltoday
@ralexjimenez
@themankhosi
@scott_soulia
@coindesk
@crowdfundinside
@xapoprivatebank

Top Tweeters in G7:
@littlehomo123
@promortpig
@rt_slave_ma
@rtalphasrt
@rtfordoms
@littlea62102
@caniworshipy0u
@chubnindy
@0mrbear0
@sub2406

Top Tweeters in G8:
@blue_resist513
@bigidsecure
@talkdesk
@emerj
@hearsaysystems
@the_dtcc
@jacksonnational
@diagorovenko
@koryalex
@nicholas1192

Top Tweeters in G9:
@beefyspace
@austin_castel
@realrubberduck1
@devhighlights
@cybersechub0
@allenrevans
@azuretweetbot
@vegasazure
@heroinverbal
@mls_agent_1

Top Tweeters in G10:
@ripple
@dalma41670391
@phantoms28
@salman26390318
@luisenr92378491
@yusakeles10
@skatejosafat
@katarinamia_k
@emna_ruth
@mkumar12m