The graph represents a network of 1,952 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, 28 August 2022 at 01:54 UTC.
The requested start date was Sunday, 28 August 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 6-day, 11-hour, 15-minute period from Sunday, 21 August 2022 at 12:45 UTC to Sunday, 28 August 2022 at 00:00 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
Vertices : 1952
Unique Edges : 2832
Edges With Duplicates : 16198
Total Edges : 19030
Number of Edge Types : 5
Mentions : 4179
Retweet : 5932
MentionsInRetweet : 8202
Replies to : 13
Tweet : 704
Self-Loops : 1237
Reciprocated Vertex Pair Ratio : 0.0478971962616822
Reciprocated Edge Ratio : 0.0914158305462653
Connected Components : 25
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 1914
Maximum Edges in a Connected Component : 18986
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.149146
Graph Density : 0.00141320970330474
Modularity : 0.18634
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,952 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, 28 August 2022 at 01:54 UTC.
The requested start date was Sunday, 28 August 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 6-day, 11-hour, 15-minute period from Sunday, 21 August 2022 at 12:45 UTC to Sunday, 28 August 2022 at 00:00 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 URLs in Tweet in Entire Graph:
[222] https://www.onwardshr.com/ [112] https://www.onwardshr.com/request-your-demo [87] https://www.onwardshr.com/severance-package-management [81] https://aspect43.com/workforce_management_techstack_2022/ [81] https://www.onwardshr.com/mutual-separations [66] https://www.msn.com/en-gb/money/technology/the-computers-that-talk-like-us-how-conversational-ai-could-change-lives-for-better-and-worse/ar-AA10TUhC?fromMaestro=true [52] https://aspect43.com/ [44] https://app.chainge.finance/fusionites [43] https://www.darkreading.com/edge-articles/expiring-root-certificates-threaten-iot-in-the-enterprise [39] https://www.tumblr.com/blog/view/koukokaga22/692018993271373824?source=share Top URLs in Tweet in G1:
[56] https://www.msn.com/en-gb/money/technology/the-computers-that-talk-like-us-how-conversational-ai-could-change-lives-for-better-and-worse/ar-AA10TUhC?fromMaestro=true [41] https://app.chainge.finance/fusionites [39] https://www.tumblr.com/blog/view/koukokaga22/692018993271373824?source=share [37] https://www.darkreading.com/edge-articles/expiring-root-certificates-threaten-iot-in-the-enterprise [35] https://www.msn.com/en-us/money/markets/could-bitcoin-be-worth-more-than-24150000/ar-AA10Zg7w?fromMaestro=true [33] https://timesofindia.indiatimes.com/blogs/voices/intelligent-automation-the-next-step-towards-making-technology-more-productive/ [33] https://www.thehansindia.com/business/this-is-how-enterprises-can-protect-their-iot-devices-from-cyber-threats-758560 [30] https://ph.news.yahoo.com/google-cloud-shutter-iot-core-141845190.html [30] https://www.chainge.finance/ [30] https://www.tumblr.com/blog/view/koukokaga22/690096491177590784?source=share Top URLs in Tweet in G2:
[25] https://podcasts.apple.com/us/podcast/fintech-for-art-from-nfts-to-the-metaverse-to-create/id1610970882?i=1000575097939 [24] https://www.forbes.com/sites/ronshevlin/2022/08/22/jpmorgan-chase-gets-work-from-home-all-wrong/ [16] https://www.forbes.com/sites/ronshevlin/2022/08/24/goldman-sachs-should-kill-its-planned-marcus-checking-account/ [11] https://www.raconteur.net/technology/how-financial-services-operators-are-dialling-up-conversational-ai-to-catch-out-fraudsters/?utm_source=ActiveCampaign&utm_medium=email&utm_content=How+LinkedIn+s+fertility+benefits+became+a++USP+for+talent+attraction&utm_campaign=Daily-newsletter-tues-23-aug-6am&vgo_ee=sfzzj5ZEJ%2B15gHMkP8LU%2BTWG14KK0nRd2WxI3hyUWYI%3D [11] https://www.americanactionforum.org/insight/tracker-crypto-and-fintech-developments-in-the-biden-administration/ [10] https://www.raconteur.net/finance/payments-net-zero/?utm_source=ActiveCampaign&utm_medium=email&utm_content=How+LinkedIn+s+fertility+benefits+became+a++USP+for+talent+attraction&utm_campaign=Daily-newsletter-tues-23-aug-6am&vgo_ee=sfzzj5ZEJ%2B15gHMkP8LU%2BTWG14KK0nRd2WxI3hyUWYI%3D [8] https://www.raconteur.net/urbanisation/how-to-design-smart-cities-that-enable-urban-populations-to-thrive/?utm_source=ActiveCampaign&utm_medium=email&utm_content=How+LinkedIn+s+fertility+benefits+became+a++USP+for+talent+attraction&utm_campaign=Daily-newsletter-tues-23-aug-6am&vgo_ee=sfzzj5ZEJ%2B15gHMkP8LU%2BTWG14KK0nRd2WxI3hyUWYI%3D [8] https://techcrunch.com/2022/08/21/a-conversation-with-andreessen-horowitzs-fintech-leads/ [8] https://www.reuters.com/breakingviews/paytm-protest-vote-turns-heat-fintech-darling-2022-08-22/ [7] https://www.pymnts.com/healthcare/2022/healthcare-fintech-nitra-raises-62m-launches-visa-business-card/ Top URLs in Tweet in G3:
[222] https://www.onwardshr.com/ [112] https://www.onwardshr.com/request-your-demo [87] https://www.onwardshr.com/severance-package-management [81] https://www.onwardshr.com/mutual-separations [81] https://aspect43.com/workforce_management_techstack_2022/ [52] https://aspect43.com/ [30] https://www.onwardshr.com/blog/best-practices-for-rifs [25] https://www.onwardshr.com/blog/advance-notice [22] https://www.onwardshr.com/blog/brace-for-adverse-impact [17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280558 Top URLs in Tweet in G4:
[1] https://okt.to/OXdpzQ [1] https://okt.to/M2YECZ [1] https://okt.to/6YfhAq Top URLs in Tweet in G5:
[7] https://www.linkedin.com/pulse/blockchain-insurance-benefits-digital-transformation-mike-de-waal/?utm_content=buffer47814&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [5] https://www.fintechfutures.com/2022/08/enhancing-customer-engagement-in-financial-services-with-ai/?utm_content=bufferbf0c5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [4] https://www.coindesk.com/layer2/2022/08/25/blockchain-means-so-much-more-than-crypto/?utm_content=bufferaa5cb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [4] https://medium.com/@ashoktamhankar/13-interesting-facts-about-ai-51792ece14f0?utm_content=buffer1d68c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [4] https://www.verdict.co.uk/ai-ethics-concerns/?utm_content=buffer8249f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [2] https://www.insurancethoughtleadership.com/leadership/my-change-management-maturity-model?utm_content=buffer29ea2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [2] https://www.globaliqx.com/top-100-insurance-innovator/?utm_content=buffer16183&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [2] https://www.linkedin.com/pulse/22-most-important-insurance-technology-trends-2022-mike-de-waal/?utm_content=buffere54ab&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [2] https://www.wealthprofessional.ca/news/industry-news/trends-driving-financial-services-in-the-coming-months/369178?utm_content=buffer33283&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [2] https://internationalbanker.com/finance/regtech-is-proving-crucial-in-helping-financial-firms-meet-regulatory-obligations/?utm_content=buffer4ea34&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer Top URLs in Tweet in G6:
[6] https://consultantdipak.blogspot.com/2021/11/top-10-digital-marketing-strategies-2022.html [6] https://www.businesstoday.in/coindcx-crypto-exchange/quick-takes/video/why-is-blockchain-technology-getting-prominent-345074-2022-08-19?utm_content=buffer71cf0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [6] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlL3lsNHowWj8=&uuid=042099be-dc74-11ec-b379-7a6e43784a63&vid= [5] https://g.page/r/CdCTMebHE8tdEAE/ [4] https://www.bizjournals.com/southflorida/news/2022/08/22/technology-innovation-roundup-08-19-22.html [4] https://alliedtechnologies.io/top-10-digital-marketing-strategies-2022/ [4] https://technative.io/when-security-goes-awol/ [4] https://justpaste.it/5y12t [3] https://www.economist.com/finance-and-economics/2022/08/17/can-the-visa-mastercard-duopoly-be-broken?utm_content=buffer637dd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [3] https://www.mckinsey.com/business-functions/mckinsey-digital/our-insights/three-big-moves-that-can-decide-a-financial-institutions-future-in-the-cloud?cid=other-pso-mck-2208-i3c-lkn-mip-lds&sid=62f3b58c79e17d53a734a714&li_fat_id=ad02a873-fe6f-47dd-a531-4754a2104537 Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1554514871907221505 [1] https://aws.amazon.com/blogs/awsmarketplace/understandng-open-finance-impact-financial-services/?sc_channel=sm&sc_campaign=AWS_Marketplace,Marketplace [1] FinServ&sc_publisher=TWITTER&sc_geo=GLOBAL&sc_outcome=awareness&trk=MP_Blog_OpenFinance Top URLs in Tweet in G8:
[12] https://richturrin.substack.com/p/metaverse-and-crypto-crime-has-anyone [8] https://richturrin.substack.com/p/visa-goes-all-in-for-defi-in-asia [3] https://richturrin.substack.com/p/imf-economic-outlook-gloomy-alibaba [2] https://richturrin.substack.com/p/hysteria-sells-cbdcs-and-the-end [2] https://www.cpomagazine.com/data-privacy/privacy-protection-coming-for-digital-yuan-pboc-promises-respect-for-personal-information/ [2] https://www.theverge.com/2022/8/22/23316723/nft-copyright-galaxy-report-crypto-ip-rights-licensing-ownership [2] https://technode.com/2022/08/25/web3-in-china-will-it-happen-and-what-form-will-it-take/ [1] https://businessday.ng/columnist/article/african-countries-race-to-mint-cbdcs-1/ [1] https://twitter.com/i/web/status/1563531814970335233 [1] https://www.pymnts.com/buy-now-pay-later/2022/square-carves-out-piece-of-uk-bnpl-space-with-clearpay/ Top URLs in Tweet in G9:
[1] https://www.fiverr.com/kreativopro/rocket-speed-up-your-wordpress-website?utm_source=169592&utm_medium=cx_affiliate&utm_campaign=&afp=random-hashtag&cxd_token=169592_19775184_|afp0:random-hashtag|afp1:kreativopro/rocket-speed-up-your-wordpress-website|afp2:veterans,security,finserv,fake,macbookairm2,emmetttill,thefallofputin,ukraine&show_join=true [1] https://www.fiverr.com/zubairashraf259/autopilot-money-making-business-website?utm_source=169592&utm_medium=cx_affiliate&utm_campaign=&afp=random-hashtag&cxd_token=169592_19782022_|afp0:random-hashtag|afp1:zubairashraf259/autopilot-money-making-business-website|afp2:ufoarmy,banking,techforgood,finserv,admp,hermanndjoumessi,avalanche,ape&show_join=true [1] https://infosec-jobs.com/job/15097-mid-level-incident-response-analyst/ [1] https://www.fiverr.com/technical_ustad/give-you-downloader-unique-tools-to-earn-money-form-adsense?utm_source=169592&utm_medium=cx_affiliate&utm_campaign=&afp=random-hashtag&cxd_token=169592_19787925_|afp0:random-hashtag|afp1:technical_ustad/give-you-downloader-unique-tools-to-earn-money-form-adsense|afp2:sanketcommunications,finserv,ehealth,fashiontech,dehradun,tshirt,designing,appstore|afp3:patelpoojan602&show_join=true [1] https://apparelmagic.grsm.io/free?t=1661185533 [1] https://www.spocket.co/?gspk=amFtZXNoYW4zOTM1&gsxid=xPVdlwI9Ad8i&t=1661187485&utm_campaign=jameshan3935&utm_medium=content&utm_source=affiliate [1] https://www.formassembly.com/blog/lead-routing/&utm_medium=social&utm_source=twitter&utm_content=blog&utm_campaign=lead-routing [1] https://thepaypers.com/expert-opinion/banking-as-a-service-breaks-out-but-not-yet-open-banking-payments--1257990 [1] https://bits-in-glass.shp.so/a/fsUFPq [1] https://moneycartfinserv.com/ Top URLs in Tweet in G10:
[3] https://www.information-age.com/role-of-data-analytics-in-fintech-123499166/ [1] https://www.globalbankingandfinance.com/why-top-talent-are-moving-from-traditional-banks-to-fintech/ [1] https://www.msn.com/en-gb/money/technology/the-computers-that-talk-like-us-how-conversational-ai-could-change-lives-for-better-and-worse/ar-AA10TUhC?fromMaestro=true Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1309] #finserv,#cloud [1195] #ehealth,#finserv [1171] #healthtech,#datascientist [1157] #cloud,#insurtech [1150] #datascientist,#csuite [1150] #csuite,#digitalhealth [1145] #cx,#ehealth [1142] #digitalhealth,#web3 [1142] #web3,#cx [1087] #fintech,#finserv Top Word Pairs in Tweet in G1:
[579] #aiethics,#machinelearning [542] #fintech,#finserv [521] #machinelearning,#python [316] #web3,#technology [242] #technology,#nftcommunity [228] #python,#deeplearning [219] #nftcommunity,#lunc [193] #technology,#innovation [190] #insurtech,#finserv [176] #deeplearning,#lunc Top Word Pairs in Tweet in G2:
[260] #fintech,#finserv [150] #healthtech,#datascientist [149] #ehealth,#finserv [149] #finserv,#cloud [148] #cloud,#insurtech [146] chidambara09,#healthtech [143] #datascientist,#csuite [143] #csuite,#digitalhealth [143] #digitalhealth,#web3 [143] #web3,#cx Top Word Pairs in Tweet in G3:
[1009] #ehealth,#finserv [1000] #finserv,#cloud [989] #healthtech,#datascientist [976] #datascientist,#csuite [976] #csuite,#digitalhealth [976] #cloud,#insurtech [973] #cx,#ehealth [969] #digitalhealth,#web3 [969] #web3,#cx [499] chidambara09,#healthtech Top Word Pairs in Tweet in G4:
[209] project,ion [209] #finserv,industry [208] ion,represents [208] represents,one [208] one,largest [208] largest,dlt [208] dlt,initiatives [208] initiatives,equities [208] equities,settlement [208] settlement,#finserv Top Word Pairs in Tweet in G5:
[12] #fintech,#finserv [11] #insurtech,#finserv [11] #finance,#fintech [10] financial,services [10] globaliqx,#blockchain [9] #finance,#finserv [8] #blockchain,benefits [8] benefits,#digitaltransformation [8] #digitaltransformation,globaliqx [8] globaliqx,teamiqx Top Word Pairs in Tweet in G6:
[88] #technology,#innovation [86] #business,#investing [86] #investing,#digital [86] #digital,#technology [73] #innovation,#iot [60] #iot,#data [55] #data,#datascience [55] #datascience,#bigdata [55] #bigdata,#flutter [55] #flutter,#100daysofcode Top Word Pairs in Tweet in G7:
[62] open,finance [61] finance,impacting [61] impacting,#finserv [61] #finserv,industry [61] industry,panel [61] panel,discussion [61] discussion,leaders [61] leaders,forrester [60] forrester,yapilyltd [59] awsmarketplace,open Top Word Pairs in Tweet in G8:
[105] #fintech,#finserv [78] psb_dc,betamoroney [78] brettking,spirosmargaris [76] betamoroney,efipm [76] efipm,brettking [69] spirosmargaris,enricomolinari [69] jimmarous,#fintech [65] enricomolinari,jimmarous [26] #finserv,#money [26] #money,#bitcoin Top Word Pairs in Tweet in G9:
[2] #csuite#digitalhealth,#web3#cx [2] #web3#cx,#ehealth [2] #ehealth,#finserv [2] #finserv,#cloud [2] #cloud,#insurtech [2] #finserv,#ehealth [2] telegram,vertlegal [2] vertlegal,#cx [2] #cx,#fintech [2] #fintech,#insurtech Top Word Pairs in Tweet in G10:
[5] analytics,trends [5] trends,world [5] world,#fintech [5] #fintech,#infographic [5] #infographic,#finserv [5] #finserv,#finance [5] #finance,#financeindustry [5] #financeindustry,#analytics [5] #analytics,#dataanalytics [5] #dataanalytics,#ai Top Replied-To in Entire Graph:
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