NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

#FinServ_2022-05-28_18-38-50.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
May 29, 2022
Short Description:
#FinServ via NodeXL https://bit.ly/3t2r71Y
@chidambara09
@enricomolinari
@stratorob
@khulood_almani
@psb_dc
@spirosmargaris
@antgrasso
@bristowcolin
@globaliqx
@richardturrin

Top hashtags:
#finserv
#ai
#fintech
#iiot
#women
#cx
#ehealth
#mwc22
#datascientist

Description:
Description
The graph represents a network of 1,973 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 Sunday, 29 May 2022 at 01:52 UTC.

The requested start date was Sunday, 29 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 1-hour, 3-minute period from Monday, 23 May 2022 at 09:19 UTC to Friday, 27 May 2022 at 10:22 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 : 1973
Unique Edges : 3382
Edges With Duplicates : 17200
Total Edges : 20582
Number of Edge Types : 5
Retweet : 5993
MentionsInRetweet : 9463
Mentions : 4727
Tweet : 370
Replies to : 29
Self-Loops : 1069
Reciprocated Vertex Pair Ratio : 0.034913112164297
Reciprocated Edge Ratio : 0.067470615173256
Connected Components : 35
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 1929
Maximum Edges in a Connected Component : 20533
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.021851
Graph Density : 0.00168373447216942
Modularity : 0.196708
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,973 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 Sunday, 29 May 2022 at 01:52 UTC.

The requested start date was Sunday, 29 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 1-hour, 3-minute period from Monday, 23 May 2022 at 09:19 UTC to Friday, 27 May 2022 at 10:22 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[60] https://centeridentity.com/
[44] https://www.campaignasia.com/article/should-all-brands-rush-to-enter-the-metaverse/478065
[43] https://au.finance.yahoo.com/news/ways-making-money-metaverse-211743635.html
[34] https://medium.com/@diagorovenkod/emergency-plumbing-service-fiberglass-tub-repair-cast-iron-bath-tub-claw-foot-tub-shower-793bd98cd747
[31] https://coinmarketcap.com/alexandria/article/beeple-s-twitter-hacked-victims-lose-440-000-in-crypto-after-scammers-launch-fake-nft-drop
[31] https://finance.yahoo.com/news/crypto-blocks-becomes-nft-exclusive-120600761.html
[31] https://www.msn.com/en-us/money/markets/coinbase-nft-struggles-after-widespread-launch/ar-AAXBCzh?ocid=BingNewsSearch
[27] https://techstory.in/metaverse-the-now-and-future-of-the-gaming-industry/
[25] https://decrypt.co/101093/nft-artist-beeples-twitter-account-hacked-in-phishing-scam
[25] https://innotechtoday.com/how-is-ai-changing-the-environment-for-the-better/

Top URLs in Tweet in G1:
[17] https://pymnts.com/
[13] https://www.publicissapient.com/industries/financial-services/google-cloud-banking-report?utm_campaign=6017f22f8fe3f1000159e964&utm_content=628b4445c6ca6a000175caa2&utm_medium=smarpshare&utm_source=linkedin
[12] https://www.cioreview.com/news/banking-technology%E2%80%99s-trends-for-2022-nid-35426-cid-23.html
[12] https://www.bai.org/banking-strategies/article-detail/take-these-7-steps-when-exploring-a-fintech-partnership/
[11] https://techbullion.com/how-fast-has-fintech-evolved-and-why-you-shouldnt-miss-out/
[8] https://www.ft.com/content/e0814e78-edaf-474c-ba42-693a23056732
[8] https://fintechmagazine.com/banking/why-baas-is-leading-the-age-of-digital-finance
[7] https://www.crowdfundinsider.com/2022/05/191481-fintech-paysend-us-client-base-grows-66-yoy/
[7] https://fintechmagazine.com/banking/how-baas-is-driving-innovation-in-the-digital-payments-space
[7] https://www.menabytes.com/zoodpay-tez/

Top URLs in Tweet in G2:
[12] https://www.msn.com/en-in/money/topstories/top-cryptocurrency-news-on-may-26-the-biggest-moves-in-crypto-policy-investments-and-more/ar-AAXK0TQ?ocid=BingNewsSearch
[12] https://finance.yahoo.com/news/crypto-blocks-becomes-nft-exclusive-120600761.html
[10] https://economictimes.indiatimes.com/industry/banking/finance/the-6-best-new-cryptocurrencies-to-invest-in-may-2022/articleshow/91745500.cms?utm_source=contentofinterest&utm_medium=text&utm_campaign=cppst
[7] https://finance.yahoo.com/news/got-cryptocurrency-nfts-estate-plan-084205281.html
[6] https://techstory.in/cumulative-nft-sales-among-18-blockchain-networks-surpass-36-billion/
[6] https://finance.yahoo.com/news/metaverse-could-game-changer-nft-155105383.html
[6] https://www.express.co.uk/finance/city/1614906/Crypto-market-recovery-LUNA-volatility-cryptocurrency-news-evg
[6] https://www.forbes.com/sites/jasonbrett/2022/05/19/congress-has-introduced-50-digital-asset-bills-impacting-regulation-blockchain-and-cbdc-policy/?sh=2b32f8874e3f
[6] https://www.linkedin.com/pulse/blockchain-insurance-benefits-digital-transformation-mike-de-waal/?utm_content=bufferd5c92&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.fxstreet.com/cryptocurrencies/news/evaluate-the-fascinating-world-of-tokens-in-the-blockchain-ecosystem-202205201523

Top URLs in Tweet in G3:
[56] https://centeridentity.com/
[39] https://www.campaignasia.com/article/should-all-brands-rush-to-enter-the-metaverse/478065
[37] https://au.finance.yahoo.com/news/ways-making-money-metaverse-211743635.html
[31] https://medium.com/@diagorovenkod/emergency-plumbing-service-fiberglass-tub-repair-cast-iron-bath-tub-claw-foot-tub-shower-793bd98cd747
[27] https://www.msn.com/en-us/money/markets/coinbase-nft-struggles-after-widespread-launch/ar-AAXBCzh?ocid=BingNewsSearch
[22] https://coinmarketcap.com/alexandria/article/beeple-s-twitter-hacked-victims-lose-440-000-in-crypto-after-scammers-launch-fake-nft-drop
[22] https://techstory.in/metaverse-the-now-and-future-of-the-gaming-industry/
[18] https://consultantdipak.blogspot.com/2021/11/top-10-digital-marketing-strategies-2022.html
[18] https://decrypt.co/101093/nft-artist-beeples-twitter-account-hacked-in-phishing-scam
[17] https://www.msn.com/en-us/news/technology/roadmap-to-the-wider-endorsement-of-the-metaverse/ar-AAXBK9U?ocid=BingNewsSearch

Top URLs in Tweet in G4:
[7] https://bfsi.eletsonline.com/artificial-intelligence-the-science-behind-the-good-customer-experience/
[7] https://www.healthcareitnews.com/news/telehealth-can-be-safe-technique-high-risk-pregnancies-study-shows?utm_content=208825474&utm_medium=social&utm_source=twitter&hss_channel=tw-32580204
[6] https://filling-space.com/2018/08/16/cubesat-yukon/
[6] https://techcrunch.com/2022/05/20/digital-biomarkers-are-healthcares-next-frontier/?guccounter=1&guce_referrer=aHR0cHM6Ly9zYW5vZmkua2JwbGF0Zm9ybS5jb20v&guce_referrer_sig=AQAAAD3ruTHSJf_QhV2P8XrB62lkKBI6Bo_-LUOTWGK-6edXlge2fEBagRErpWIUe2fxsSxpsrH5CeIXw6vBdVjQwXOlitjsmml3HPGucQR3oOD2uGwGdIj-tXQTHKUjOPmOycGGklCJfZ15D9XhXlZEG8GyKNWbqdYA6Rje3B9TYKXf
[5] https://finance.yahoo.com/news/ey-fineos-form-strategic-alliance-230100827.html
[5] https://analyticsindiamag.com/the-history-of-machine-learning-algorithms/
[5] https://interestingengineering.com/method-solve-quantum-problems
[4] https://amitray.com/what-is-neurodiversity-and-its-benefits/
[4] https://www.nature.com/articles/s41567-022-01606-y
[4] https://thestandardcio.com/2022/05/16/fintech-en-2022-y-las-tendencias-de-gds-modellica/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G5:
[9] and
[5] https://www.cnbc.com/2022/05/19/theres-more-crypto-destruction-to-come-blockchaincom-ceo.html?utm_medium=email&utm_source=lendit-fintech-global-may-20-2022-2909038&utm_campaign=LendIt+Fintech+Global+Daily&utm_content=fz1ltUAJwcprGaiYvh0hZWQbXl9Wj_wuiEHw4v5ZO-hRHiAU-f5_k_l5Eq0DJsRY
[5] https://www.biometricupdate.com/202205/tsa-administrator-makes-an-abbreviated-case-for-more-money-for-biometrics
[5] https://www.biometricupdate.com/202205/emza-model-delivers-low-resource-facial-recognition-on-edge-hardware-from-alif
[4] https://www.biometricupdate.com/202205/dhs-is-going-bigger-with-its-next-face-biometrics-rally
[4] https://www.biometricupdate.com/202205/emotion-recognition-ai-finding-fans-among-lawyers-swaying-juries-and-potential-clients
[4] https://www.biometricupdate.com/202205/bangladesh-government-considers-user-fee-for-digital-id-verification-service
[3] https://www.biometricupdate.com/202205/innovatrics-introduces-new-api-for-easy-selfie-biometrics-integration
[3] https://www.biometricupdate.com/202205/inspector-general-sees-big-things-for-us-post-offices-id-verification-capabilities
[3] https://www.biometricupdate.com/202205/customer-identity-continuity-why-its-critical

Top URLs in Tweet in G6:
[2] https://www.biometricupdate.com/202205/dhs-is-going-bigger-with-its-next-face-biometrics-rally
[1] https://www.economist.com/special-report/2022/05/20/how-chinese-firms-have-changed-africa
[1] https://www.businessinsider.com/microsoft-azure-hugging-face-integration-machine-learning-models-2022-5
[1] https://techbullion.com/how-fast-has-fintech-evolved-and-why-you-shouldnt-miss-out/
[1] https://economictimes.indiatimes.com/small-biz/money/leveraging-apis-to-power-innovation-in-payments/articleshow/91734900.cms
[1] https://www.protocol.com/bulletins/a16z-fintech-valuations
[1] https://tweetedtimes.com/ruinabadguysday
[1] https://www.musicbusinessworldwide.com/pharrell-williams-launches-nft-platform-the-gallery-of-digital-assets/
[1] https://www.wsj.com/articles/tech-leaders-say-facial-recognition-clampdown-will-spur-innovation-11653512670
[1] https://venturebeat.com/2022/05/24/how-to-make-co-innovation-work-for-your-business/?utm_content=buffer33e94&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[3] https://nftevening.com/gamestop-launches-their-beta-wallet-for-its-upcoming-nft-marketplace/
[2] https://www.accenture.com/gb-en/insights/insurance/rise-insurtech?utm_content=buffer478e0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://venturebeat.com/2022/05/24/how-to-make-co-innovation-work-for-your-business/?utm_content=buffer33e94&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.linkedin.com/pulse/how-web3-blockchain-technology-can-revolutionize-michael-chmielewski/
[1] https://www.everestgrp.com/market-insights/financial-services/a-3-pronged-approach-for-financial-institutions-to-accelerate-digital-asset-business-market-insights.html
[1] https://www.weforum.org/press/2020/02/ai-will-transform-financial-services-industry-within-two-years-survey-finds
[1] https://makethingsfinn.com/resources/blog/research-forrester-autonomous-payment-finance
[1] https://www.everestgrp.com/market-insights/banking/key-technology-investments-to-build-the-custody-of-the-future-market-insights.html
[1] https://www.everestgrp.com/2019-11-service-provider-impact-in-pc-blockchain-implementation-market-insights-51721.html/
[1] https://au.finance.yahoo.com/news/ways-making-money-metaverse-211743635.html

Top URLs in Tweet in G8:
[12] https://api.sanctions.io/users/signup
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276725
[6] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlLzZLZ1FiUj8=&uuid=812f52f7-dbce-11ec-beed-654a55526647&vid=
[6] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlLzFWZ21HMD8=&uuid=e8dc68ae-dc14-11ec-87cf-787249575841&vid=
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276641
[6] https://sanctions.io
[5] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlL2I3eDRrWD8=&uuid=b8d897ae-dbce-11ec-b223-784f70675477&vid=
[5] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlL2piV3h4Wj8=&uuid=f09c290e-dc14-11ec-a102-465342437743&vid=
[5] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlL3hsYXYxYT8=&uuid=ee9de277-dc14-11ec-87cf-787249575841&vid=
[5] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlL3lsNHowWj8=&uuid=042099be-dc74-11ec-b379-7a6e43784a63&vid=

Top URLs in Tweet in G9:
[1] https://www.brighttalk.com/webcast/18693/543557
[1] https://twitter.com/i/web/status/1528700782425452544
[1] https://www.insurancebusinessmag.com/us/news/ma/what-hasnt-missed-a-beat-among-insurance-distributors-402928.aspx#.Yl7k7X6bNDk.twitter
[1] https://cdw.voicestorm.com/Article/Redirect/63cba376-2d3b-4507-be6f-0b2bdc861fbc?uc=38074&g=132a64fc-3b9d-4ac8-b7ee-2ee354ba58d2&f=791839
[1] https://cdw.voicestorm.com/Article/Redirect/63cba376-2d3b-4507-be6f-0b2bdc861fbc?uc=32635&g=625a6f93-e266-4b24-b3f6-f4c9567ff57e&f=791903
[1] https://cdw.voicestorm.com/Article/Redirect/63cba376-2d3b-4507-be6f-0b2bdc861fbc?uc=24095&g=67c1b1d9-afd9-4371-8cae-e092f7858c14&f=791966
[1] https://salesforce.smh.re/15xZ
[1] https://salesforce.smh.re/168f
[1] https://salesforce.smh.re/169E
[1] https://cdw.voicestorm.com/Article/Redirect/63cba376-2d3b-4507-be6f-0b2bdc861fbc?uc=23528&g=fc7305c4-1a3c-4042-a106-5e52ae53d961&f=792728

Top URLs in Tweet in G10:
[3] https://www.richmedia.com/
[1] https://twitter.com/Crypt0Pengu1n/status/1528602248200306689
[1] https://twitter.com/IndividualPira1/status/1529130678415155206
[1] https://twitter.com/ChaingeSaoNian/status/1529351676590600192
[1] https://finance.yahoo.com/news/got-cryptocurrency-nfts-estate-plan-084205281.html
[1] http://www.richmedia.com/richideas/articles/knocking-on-the-walls
[1] http://www.richmedia.com/richideas/articles/micro-moments-and-microinteractions-tiny-big-ideas
[1] http://www.richmedia.com/richideas/articles/the-science-of-social-media-persuasion

Top Domains
Top Domains in Tweet in Entire Graph:
[234] msn.com
[179] biometricupdate.com
[155] twitter.com
[139] yahoo.com
[120] forbes.com
[117] co.uk
[95] medium.com
[79] indiatimes.com
[78] fiverr.com
[64] blogspot.com

Top Domains in Tweet in G1:
[36] pymnts.com
[27] ft.com
[22] forbes.com
[19] fintechmagazine.com
[18] finextra.com
[17] indiatimes.com
[15] biometricupdate.com
[14] fiverr.com
[13] substack.com
[13] publicissapient.com

Top Domains in Tweet in G2:
[91] msn.com
[34] yahoo.com
[26] indiatimes.com
[15] linkedin.com
[13] forbes.com
[12] twitter.com
[10] techstory.in
[9] co.uk
[8] cointelegraph.com
[7] fxstreet.com

Top Domains in Tweet in G3:
[103] msn.com
[69] yahoo.com
[69] biometricupdate.com
[62] twitter.com
[60] blogspot.com
[56] centeridentity.com
[45] campaignasia.com
[37] medium.com
[36] co.uk
[29] techstory.in

Top Domains in Tweet in G4:
[53] forbes.com
[51] twitter.com
[48] co.uk
[39] medium.com
[28] msn.com
[26] techcrunch.com
[24] com.au
[20] yahoo.com
[20] filling-space.com
[20] nature.com

Top Domains in Tweet in G5:
[55] biometricupdate.com
[10] pymnts.com
[9] mckinsey.com
[9] bankingdive.com
[7] fiverr.com
[7] fintechfutures.com
[5] cnbc.com
[5] sifted.eu
[4] tearsheet.co
[3] raconteur.net

Top Domains in Tweet in G6:
[9] biometricupdate.com
[2] indiatimes.com
[1] economist.com
[1] businessinsider.com
[1] techbullion.com
[1] protocol.com
[1] tweetedtimes.com
[1] musicbusinessworldwide.com
[1] wsj.com
[1] venturebeat.com

Top Domains in Tweet in G7:
[5] everestgrp.com
[3] nftevening.com
[2] accenture.com
[2] weforum.org
[2] yahoo.com
[2] raconteur.net
[2] venturebeat.com
[2] deloitte.com
[2] medium.com
[1] linkedin.com

Top Domains in Tweet in G8:
[36] fiverr.com
[25] sanctions.io
[21] nodexlgraphgallery.org
[12] co.uk
[12] twitter.com
[7] biometricupdate.com
[7] onwardshr.com
[7] hirebee.ai
[6] nature.com
[6] apple.com

Top Domains in Tweet in G9:
[7] smh.re
[6] voicestorm.com
[3] excelsecurities.com
[2] twitter.com
[1] brighttalk.com
[1] insurancebusinessmag.com
[1] co.uk

Top Domains in Tweet in G10:
[6] richmedia.com
[3] twitter.com
[1] yahoo.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2897] finserv
[2633] ai
[2297] fintech
[2210] iiot
[2007] women
[1973] cx
[1958] ehealth
[1938] mwc22
[1935] datascientist
[1927] healthtech



Top Hashtags in Tweet in G1:
[654] fintech
[597] finserv
[256] ai
[199] banking
[145] ml
[142] cx
[139] ehealth
[135] women
[134] digitalhealth
[134] datascientist

Top Hashtags in Tweet in G2:
[257] fintech
[249] finserv
[139] metaverse
[127] cryptocurrency
[125] technology
[120] innovation
[119] crypto
[108] techforgood
[106] nftcommunity
[103] nft

Top Hashtags in Tweet in G3:
[701] iiot
[648] iot
[605] ai
[601] python
[573] fintech
[557] javascript
[508] pytorch
[496] nft
[495] finserv
[492] metaverse

Top Hashtags in Tweet in G4:
[1343] ai
[1321] women
[1313] cx
[1302] ehealth
[1295] healthtech
[1290] digitalhealth
[1290] datascientist
[1288] mwc22
[1249] ces2023
[1195] ml

Top Hashtags in Tweet in G5:
[298] finserv
[293] fintech
[246] marketing
[241] insurtech
[121] futureofwork
[117] neobanks
[115] stem
[109] ai
[91] tech
[78] iot

Top Hashtags in Tweet in G6:
[210] fintech
[184] blockchain
[176] finserv
[160] tech
[157] nfts
[156] innovation
[129] datascience
[94] cryptocurrency
[78] future
[78] insurance

Top Hashtags in Tweet in G7:
[49] finserv
[46] fintech
[19] infographic
[17] blockchain
[13] tech
[12] innovation
[10] insurance
[10] digitaltransformation
[10] insurtech
[9] ai

Top Hashtags in Tweet in G8:
[202] women
[201] cx
[190] ai
[184] ehealth
[182] digitalhealth
[182] datascientist
[182] mwc22
[181] healthtech
[171] ces2023
[159] iiot

Top Hashtags in Tweet in G9:
[27] finserv
[10] financialservices
[7] cybersecurity
[6] security
[6] cdwsocial
[5] fintech
[4] insurance
[3] excelsecurities
[3] financialadvisor
[2] ai

Top Hashtags in Tweet in G10:
[42] fintech
[40] finserv
[29] blockchain
[28] tech
[28] security
[28] web3
[28] metaverse
[28] nft
[22] marketing
[15] innovation

Top Words
Top Words in Tweet in Entire Graph:
[2897] #finserv
[2660] #ai
[2304] #fintech
[2239] #iiot
[2007] #women
[1973] #cx
[1958] #ehealth
[1938] #mwc22
[1935] #datascientist
[1927] #healthtech

Top Words in Tweet in G1:
[654] #fintech
[597] #finserv
[256] #ai
[226] enricomolinari
[208] fintech
[197] #banking
[161] psb_dc
[158] richardturrin
[146] spirosmargaris
[145] #ml

Top Words in Tweet in G2:
[257] #fintech
[249] #finserv
[152] stratorob
[139] #metaverse
[127] #cryptocurrency
[125] #technology
[120] #innovation
[119] #crypto
[108] #techforgood
[106] #nftcommunity

Top Words in Tweet in G3:
[807] stratorob
[730] #iiot
[677] #iot
[632] #python
[632] #ai
[580] #fintech
[574] #javascript
[532] #pytorch
[509] #nft
[495] #finserv

Top Words in Tweet in G4:
[1343] #ai
[1321] #women
[1313] #cx
[1302] #ehealth
[1295] #healthtech
[1290] #digitalhealth
[1290] #datascientist
[1288] #mwc22
[1249] #ces2023
[1195] #ml

Top Words in Tweet in G5:
[361] enricomolinari
[298] #finserv
[293] #fintech
[246] #marketing
[241] #insurtech
[123] world
[121] #futureofwork
[117] #neobanks
[115] #stem
[113] 17

Top Words in Tweet in G6:
[210] #fintech
[190] khulood_almani
[184] #blockchain
[176] #finserv
[160] #tech
[157] #nfts
[156] #innovation
[129] #datascience
[94] #cryptocurrency
[78] #future

Top Words in Tweet in G7:
[75] antgrasso
[49] #finserv
[46] #fintech
[41] custodians
[41] invest
[41] automation
[41] simplification
[41] reduce
[41] operational
[41] inefficiencies

Top Words in Tweet in G8:
[212] chidambara09
[202] #women
[201] #cx
[190] #ai
[184] #ehealth
[182] #digitalhealth
[182] #datascientist
[182] #mwc22
[181] #healthtech
[171] #ces2023

Top Words in Tweet in G9:
[27] #finserv
[12] help
[11] clients
[10] #financialservices
[8] advisors
[7] important
[7] orgs
[7] deploy
[7] best
[7] class

Top Words in Tweet in G10:
[42] #fintech
[40] #finserv
[36] lucas_gool
[29] #blockchain
[28] #tech
[28] #security
[28] #web3
[28] #metaverse
[28] #nft
[22] liquidity

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1917] #datascientist,#mwc22
[1911] #cx,#women
[1906] #digitalhealth,#datascientist
[1898] #women,#ehealth
[1897] #mwc22,#ai
[1885] #ai,#healthtech
[1858] #ehealth,#ces2023
[1713] #iiot,#cx
[1707] #healthtech,#ml
[1703] #ml,#iiot

Top Word Pairs in Tweet in G1:
[380] #fintech,#finserv
[134] #digitalhealth,#datascientist
[134] #datascientist,#mwc22
[134] #mwc22,#ai
[134] #ai,#healthtech
[134] #cx,#women
[134] #women,#ehealth
[134] #ehealth,#ces2023
[123] chidambara09,#digitalhealth
[122] #healthtech,#ml

Top Word Pairs in Tweet in G2:
[186] #fintech,#finserv
[102] #technology,#nftcommunity
[94] #finserv,#cloud
[86] #cloud,#innovation
[83] #innovation,#datascience
[72] #web3,#technology
[52] #vr,#fintech
[51] #nftcommunity,#metaverse
[50] #metaverse,#techforgood
[48] #datascience,#flutter

Top Word Pairs in Tweet in G3:
[503] #iot,#iiot
[469] #javascript,#reactjs
[446] #python,#iot
[396] #iiot,#pytorch
[393] #reactjs,#wordpress
[298] #wordpress,#security
[289] #security,#defi
[265] #datascientist,#mwc22
[264] #digitalhealth,#datascientist
[261] #cx,#women

Top Word Pairs in Tweet in G4:
[1287] #datascientist,#mwc22
[1287] #cx,#women
[1281] #mwc22,#ai
[1280] #women,#ehealth
[1278] #digitalhealth,#datascientist
[1273] #ai,#healthtech
[1249] #ehealth,#ces2023
[1166] #healthtech,#ml
[1166] #iiot,#cx
[1164] #ml,#iiot

Top Word Pairs in Tweet in G5:
[144] #finserv,#insurtech
[136] #marketing,#finserv
[113] 17,equations
[113] changed,world
[113] #stem,#futureofwork
[113] #futureofwork,#marketing
[111] #insurtech,#neobanks
[110] equations,changed
[110] #neobanks,#fintech
[110] enricomolinari,17

Top Word Pairs in Tweet in G6:
[158] #fintech,#finserv
[147] #tech,#innovation
[140] #finserv,#blockchain
[137] #nfts,#tech
[93] #innovation,#datascience
[78] #future,#fintech
[78] #blockchain,#insurance
[78] #insurance,#cryptocurrency
[78] #cryptocurrency,#nfts
[70] khulood_almani,#future

Top Word Pairs in Tweet in G7:
[41] custodians,invest
[41] invest,automation
[41] automation,simplification
[41] simplification,reduce
[41] reduce,operational
[41] operational,inefficiencies
[41] inefficiencies,compromise
[41] compromise,core
[41] core,custodial
[40] antgrasso,custodians

Top Word Pairs in Tweet in G8:
[182] #datascientist,#mwc22
[181] #digitalhealth,#datascientist
[180] #cx,#women
[177] #mwc22,#ai
[176] #ai,#healthtech
[175] #women,#ehealth
[171] #ehealth,#ces2023
[162] chidambara09,#digitalhealth
[158] #iiot,#cx
[156] #healthtech,#ml

Top Word Pairs in Tweet in G9:
[9] #financialservices,#finserv
[7] important,orgs
[7] orgs,deploy
[7] deploy,best
[7] best,class
[7] class,#cybersecurity
[7] #cybersecurity,tools
[7] tools,creating
[7] creating,team
[7] team,ready

Top Word Pairs in Tweet in G10:
[37] #fintech,#finserv
[28] #finserv,#blockchain
[28] #blockchain,#tech
[28] #tech,#security
[28] #security,#web3
[28] #web3,#metaverse
[28] #metaverse,#nft
[22] #marketing,#fintech
[15] #nft,#innovation
[14] #innovation,#crosschain

Top Replied-To
Top Replied-To in Entire Graph:
@khulood_almani
@kiiara
@lilpapabean_
@shadywordpress
@nafisalam
@enricomolinari
@hollyaoneill
@xbond49
@albertogaruccio
@unusual_whales

Top Replied-To in G2:
@huawei

Top Replied-To in G3:
@lilpapabean_
@kiiara
@shadywordpress
@weskeem
@southpawers
@mobile_morgue
@khulood_almani
@crookedintriago
@wearemarahall

Top Replied-To in G4:
@hollyaoneill
@riverbed

Top Replied-To in G6:
@nafisalam
@alanmuttonuk
@datagenius
@amitchampaneri1
@albertogaruccio
@xbond49
@enricomolinari

Top Replied-To in G8:
@khulood_almani

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@stratorob
@enricomolinari
@betamoroney
@enilev
@khulood_almani
@richardturrin
@psb_dc
@spirosmargaris
@ralexjimenez

Top Mentioned in G1:
@enricomolinari
@psb_dc
@richardturrin
@spirosmargaris
@chidambara09
@efipm
@betamoroney
@ralexjimenez
@albertogaruccio
@stratorob

Top Mentioned in G2:
@stratorob
@chidambara09
@enricomolinari
@animocabrands
@dynatracedave
@globaliqx
@khulood_almani
@albertogaruccio
@betamoroney
@cryptoneo17

Top Mentioned in G3:
@stratorob
@chidambara09
@enricomolinari
@khulood_almani
@eminem
@kiiara
@itsoknottobegay
@everydaykiiara
@akwyz
@justinsuntron

Top Mentioned in G4:
@chidambara09
@enilev
@betamoroney
@stratorob
@richardturrin
@ralexjimenez
@bristowcolin
@enricomolinari
@spirosmargaris
@psb_dc

Top Mentioned in G5:
@enricomolinari
@visualcap
@mckinsey
@ingliguori
@chidambara09
@pymnts
@stratorob
@globaliqx
@biometricupdate
@khulood_almani

Top Mentioned in G6:
@khulood_almani
@enricomolinari
@insurtechforum
@chidambara09
@ingliguori
@visualcap
@richardturrin
@101blockchains
@stratorob
@albertogaruccio

Top Mentioned in G7:
@antgrasso
@lindagrass0
@enricomolinari
@khulood_almani
@dbi_srl
@stratorob
@nandnnor
@strategyndigita
@smartbizinsight
@raconteur

Top Mentioned in G8:
@chidambara09
@enilev
@martinhoyes
@samadweb50
@enricomolinari
@docassar
@fwdhumanity
@this0499154500
@khulood_almani
@mpborman

Top Mentioned in G10:
@lucas_gool
@financechainge
@digidiver1
@innovationiid
@vestmark
@stratorob
@josephlizyness
@visualatelier8
@fynxt_
@richmediasocial

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@piyuanker12
@javascriptd
@cybersecurityn8
@jfsebastian146
@evankirstel
@sudeepkhatri

Top Tweeters in G1:
@evankirstel
@businessinsider
@codewithtwitchi
@ssxman2
@economictimes
@nicochan33
@nytimes
@thecuriousluke
@nubank
@jamesvgingerich

Top Tweeters in G2:
@aldoceccarelli
@charly_mancia
@jimmyroybloom
@sufiy
@jeandoobs
@o_g_log
@sam___hurley
@marshacollier
@allanmzalendo
@rldi_lamy

Top Tweeters in G3:
@sectest9
@xaelbot
@codedailybot
@javascriptd
@cybersecurityn8
@jfsebastian146
@sudeepkhatri
@codernotesbot
@fabriciosx
@lorimoreno

Top Tweeters in G4:
@chidambara09
@ml_tweet_bot
@laveilletechno
@mondaq
@vrretweeter
@2bftawfik
@blkhwk0ps
@vesperuk
@gdprai
@thebitcoinnews

Top Tweeters in G5:
@rvp
@dataaugmented
@khuze_elikhulu
@pvalsfr
@cnbc
@trippbraden
@bendapp
@btptechsearch
@tsarina_muna
@bayiskendr

Top Tweeters in G6:
@piyuanker12
@hubofml
@advanceml
@a_abdulaziz_a
@fmfrancoise
@b0tsci
@dinisguarda
@charlyaztec
@lavaletteastrid
@pdh_scitechnews

Top Tweeters in G7:
@a35362
@ene3112
@taizun_tapia
@domingonarvaez1
@stefano688
@traderseanh
@natisthecure3
@larialgenviller
@hajer_alqassimi
@danhorton

Top Tweeters in G8:
@calcaware
@caring_mobile
@mjoehlerich
@artistrtweeters
@whopcod
@michaelbathurst
@nvsdata
@nminow
@braincures
@techie_wiz

Top Tweeters in G9:
@jenwlee
@gusfdcb
@altusltd
@kurtnorman73
@codymac0209
@ebrusoa
@m365fsa
@lynnmar21358423
@randysevans
@cortical_io

Top Tweeters in G10:
@e_nterdiscipl
@life_work_peace
@lucas_gool
@sayedtanvirahm3
@aporion66
@fusionfsn
@digidiver1
@vestmark
@borodaymenya
@individualpira1