The graph represents a network of 2,931 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, 20 June 2021 at 01:34 UTC.
The requested start date was Sunday, 20 June 2021 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 12-day, 10-hour, 5-minute period from Sunday, 06 June 2021 at 00:11 UTC to Friday, 18 June 2021 at 10:17 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 : 2931
Unique Edges : 4263
Edges With Duplicates : 15252
Total Edges : 19515
Number of Edge Types : 5
MentionsInRetweet : 9480
Mentions : 4040
Retweet : 5224
Tweet : 734
Replies to : 37
Self-Loops : 898
Reciprocated Vertex Pair Ratio : 0.0453813104189044
Reciprocated Edge Ratio : 0.0868225019265348
Connected Components : 136
Single-Vertex Connected Components : 69
Maximum Vertices in a Connected Component : 2650
Maximum Edges in a Connected Component : 19057
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.437835
Graph Density : 0.000906631826666341
Modularity : 0.259932
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,931 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, 20 June 2021 at 01:34 UTC.
The requested start date was Sunday, 20 June 2021 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 12-day, 10-hour, 5-minute period from Sunday, 06 June 2021 at 00:11 UTC to Friday, 18 June 2021 at 10:17 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:
[30] https://www.weforum.org/agenda/2021/01/what-is-the-difference-between-stakeholder-capitalism-shareholder-capitalism-and-state-capitalism-davos-agenda-2021?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Davos+Agenda+2021&utm_content=23/04/2021+18:45 [19] https://www.weforum.org/agenda/2021/04/facial-recognition-regulation-eu-european-union-ec-ai-artificial-intelligence-machine-learning-risk-management-compliance-technology-providers?utm_source=twitter&utm_medium=social_scheduler&utm_term=Artificial+Intelligence&utm_content=23/04/2021+17:45 [14] https://www.bcg.com/publications/2021/strategies-for-cutting-costs-in-the-banking-industry?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [11] https://www.paymentsdive.com/news/walmart-makes-cash-payment-options-more-efficient/601406/?utm_source=Sailthru&utm_medium=email&utm_campaign=Newsletter%20Weekly%20Roundup:%20Payments%20Dive:%20Daily%20Dive%2006-12-2021&utm_term=Payments%20Dive%20Weekender [10] https://asia.nikkei.com/Spotlight/The-World-Ahead/Artificial-intelligence-will-be-transforming-finance-by-20252?_scpsug=crawled,9084114,en_078dca1b56587d9d9b652df4d91205d2511077fd870b453f39149d1cf187e309#_scpsug=crawled,9084114,en_078dca1b56587d9d9b652df4d91205d2511077fd870b453f39149d1cf187e309 [9] https://www.paymentsdive.com/news/goldman-sachs-taps-visa-for-cross-border-payment-upgrade/601336/?utm_source=Sailthru&utm_medium=email&utm_campaign=Newsletter%20Weekly%20Roundup:%20Payments%20Dive:%20Daily%20Dive%2006-12-2021&utm_term=Payments%20Dive%20Weekender [7] https://www.bcg.com/publications/2021/redefining-diversity-equity-inclusion?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [7] https://www.bcg.com/publications/2021/keys-to-being-a-leader-in-sustainable-business-model-innovation?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [6] https://www.bcg.com/publications/2021/overcoming-challenges-investing-in-digital-technology?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [6] https://www.bcg.com/publications/2021/how-global-migration-drives-innovation?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e Top URLs in Tweet in G1:
[9] https://www.paymentsdive.com/news/walmart-makes-cash-payment-options-more-efficient/601406/?utm_source=Sailthru&utm_medium=email&utm_campaign=Newsletter%20Weekly%20Roundup:%20Payments%20Dive:%20Daily%20Dive%2006-12-2021&utm_term=Payments%20Dive%20Weekender [6] https://www.bcg.com/publications/2021/strategies-for-cutting-costs-in-the-banking-industry?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [5] https://www.weforum.org/agenda/2021/01/what-is-the-difference-between-stakeholder-capitalism-shareholder-capitalism-and-state-capitalism-davos-agenda-2021?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Davos+Agenda+2021&utm_content=23/04/2021+18:45 [4] https://www.bcg.com/publications/2021/overcoming-challenges-investing-in-digital-technology?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [4] https://www.visualcapitalist.com/government-debt-in-2021/ [3] https://www.weforum.org/agenda/2021/04/facial-recognition-regulation-eu-european-union-ec-ai-artificial-intelligence-machine-learning-risk-management-compliance-technology-providers?utm_source=twitter&utm_medium=social_scheduler&utm_term=Artificial+Intelligence&utm_content=23/04/2021+17:45 [3] https://www.paymentsdive.com/news/goldman-sachs-taps-visa-for-cross-border-payment-upgrade/601336/?utm_source=Sailthru&utm_medium=email&utm_campaign=Newsletter%20Weekly%20Roundup:%20Payments%20Dive:%20Daily%20Dive%2006-12-2021&utm_term=Payments%20Dive%20Weekender [2] https://logicaresearch.com/americans-keep-more-money-in-paypal-than-cash-in-wallet/?utm_source=Triggermail&utm_medium=email&utm_campaign=Post%20Blast%20(bii-payments):%20Adyen%20announces%20first%20earnings%20since%20going%20public%20|%20US%20consumers%20keep%20more%20money%20in%20PayPal%20than%20in%20their%20wallets%20|%20UPI%202.0%20launches%20in%20India&utm_term=BII%20List%20Payments%20ALL [2] https://www.bcg.com/publications/2021/keys-to-being-a-leader-in-sustainable-business-model-innovation?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256307 Top URLs in Tweet in G2:
[12] https://www.weforum.org/agenda/2021/01/what-is-the-difference-between-stakeholder-capitalism-shareholder-capitalism-and-state-capitalism-davos-agenda-2021?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Davos+Agenda+2021&utm_content=23/04/2021+18:45 [10] https://www.weforum.org/agenda/2021/04/facial-recognition-regulation-eu-european-union-ec-ai-artificial-intelligence-machine-learning-risk-management-compliance-technology-providers?utm_source=twitter&utm_medium=social_scheduler&utm_term=Artificial+Intelligence&utm_content=23/04/2021+17:45 [7] https://www.bcg.com/publications/2021/strategies-for-cutting-costs-in-the-banking-industry?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [5] https://www.bcg.com/publications/2021/redefining-diversity-equity-inclusion?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [5] https://www.bcg.com/publications/2021/how-mergers-can-be-an-organizational-advantage-for-financial-institutions?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [5] https://www.paymentsdive.com/news/goldman-sachs-taps-visa-for-cross-border-payment-upgrade/601336/?utm_source=Sailthru&utm_medium=email&utm_campaign=Newsletter%20Weekly%20Roundup:%20Payments%20Dive:%20Daily%20Dive%2006-12-2021&utm_term=Payments%20Dive%20Weekender [4] https://www.bcg.com/publications/2021/keys-to-being-a-leader-in-sustainable-business-model-innovation?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [3] https://www.bcg.com/publications/2021/the-importance-of-managing-on-multiple-timescales?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [3] https://www.bcg.com/publications/2021/how-global-migration-drives-innovation?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [3] https://www.weforum.org/agenda/2021/01/stockholm-mayor-cities-creativity Top URLs in Tweet in G3:
[8] https://asia.nikkei.com/Spotlight/The-World-Ahead/Artificial-intelligence-will-be-transforming-finance-by-20252?_scpsug=crawled,9084114,en_078dca1b56587d9d9b652df4d91205d2511077fd870b453f39149d1cf187e309#_scpsug=crawled,9084114,en_078dca1b56587d9d9b652df4d91205d2511077fd870b453f39149d1cf187e309 [6] https://www.weforum.org/agenda/2021/04/facial-recognition-regulation-eu-european-union-ec-ai-artificial-intelligence-machine-learning-risk-management-compliance-technology-providers?utm_source=twitter&utm_medium=social_scheduler&utm_term=Artificial+Intelligence&utm_content=23/04/2021+17:45 [2] https://www.mckinsey.com/industries/financial-services/our-insights/platform-operating-model-for-the-ai-bank-of-the-future?cid=other-eml-alt-mip-mck&hdpid=055a7741-6d15-4cb2-a76f-b0e933651874&hctky=1954924&hlkid=34ac8d1b425b4eaaa377ee2ab82ac41b [2] https://www.bcg.com/publications/2021/how-global-migration-drives-innovation?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [2] https://www.weforum.org/agenda/2021/01/what-is-the-difference-between-stakeholder-capitalism-shareholder-capitalism-and-state-capitalism-davos-agenda-2021?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Davos+Agenda+2021&utm_content=23/04/2021+18:45 [2] https://www.infoworld.com/article/3613185/8-ways-to-jump-start-your-machine-learning.html?utm_content=bufferfc02b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [1] https://www.paymentsdive.com/news/goldman-sachs-taps-visa-for-cross-border-payment-upgrade/601336/?utm_source=Sailthru&utm_medium=email&utm_campaign=Newsletter%20Weekly%20Roundup:%20Payments%20Dive:%20Daily%20Dive%2006-12-2021&utm_term=Payments%20Dive%20Weekender [1] https://www.bcg.com/publications/2021/redefining-diversity-equity-inclusion?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [1] https://www.bcg.com/publications/2021/strategies-for-cutting-costs-in-the-banking-industry?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [1] https://www.bcg.com/publications/2021/keys-to-being-a-leader-in-sustainable-business-model-innovation?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e Top URLs in Tweet in G4:
[2] https://www.weforum.org/agenda/2021/01/what-is-the-difference-between-stakeholder-capitalism-shareholder-capitalism-and-state-capitalism-davos-agenda-2021?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Davos+Agenda+2021&utm_content=23/04/2021+18:45 [1] https://www2.deloitte.com/us/en/insights/industry/financial-services/financial-services-industry-outlooks/insurance-industry-outlook.html?id=us:2sm:3tw:4di6827::6fsi:20201213220000::4277117942:5&utm_source=tw&utm_campaign=di6827&utm_content=fsi&utm_medium=social&linkId=106499855 [1] https://www.bcg.com/publications/2021/the-importance-of-managing-on-multiple-timescales?utm_medium=Email&utm_source=esp&utm_campaign=none&utm_description=ealert&utm_topic=none&utm_geo=global&utm_content=202106&utm_usertoken=CRM_1573437bfda5e4addebf6cb7c4136697917a6c2e [1] https://www.mckinsey.com/industries/financial-services/our-insights/platform-operating-model-for-the-ai-bank-of-the-future?cid=other-eml-alt-mip-mck&hdpid=055a7741-6d15-4cb2-a76f-b0e933651874&hctky=1954924&hlkid=34ac8d1b425b4eaaa377ee2ab82ac41b [1] https://aws.amazon.com/blogs/awsmarketplace/optimize-data-analytics-in-capital-markets-with-time-series-databases/?sc_channel=sm&sc_campaign=AWS_Marketplace&sc_publisher=TWITTER&sc_country=Marketplace&sc_geo=GLOBAL&sc_outcome=awareness&trk=MP_Blog_CapMark1_TWITTER&linkId=119161833 [1] https://finance.yahoo.com/news/technisys-recognized-large-established-player-155700314.html?guccounter=1&guce_referrer=aHR0cHM6Ly92cmVwLnBybmV3c3dpcmUuY29tLw&guce_referrer_sig=AQAAACG14kEVTEqmsBX93xZR0WbSGSUcPPSycf_FXn9OFhHNoU6AYeWnEV3IHv1UqhB3NwsB5kbwUmmedrS3OZYhWlAYXz32xq0vJlsRUqhQiZ2JcOOPpphD4ALHPBtZncgolndaISdYBC6_nJImCmrtV-x-lvJD7RCBKDTAWAZWSWUU&utm_content=169309466&utm_medium=social&utm_source=twitter&hss_channel=tw-2801984543 [1] https://thefinancialbrand.com/podcasts/driving-digital-sales-in-financial-services-banking-transformed-podcast/?smedia-twt-jm [1] https://www.mckinsey.com/industries/financial-services/our-insights/global-banking-annual-review-2019-the-last-pit-stop-time-for-bold-late-cycle-moves [1] https://atos.net/content/mini-sites/look-out-2020/banking/ [1] https://bdtechtalks.com/2021/05/27/artificial-intelligence-neurons-assemblies/?utm_content=buffer7fa84&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer Top URLs in Tweet in G8:
[1] https://galvintech.com/salesforce-solutions/salesforce-for-financial-services/ [1] https://www.uipath.com/blog/key-trends-ai-use-banking-financial-services?utm_source=Twitter&utm_medium=Social&utm_campaign=VE21AIS [1] https://www.finlocity.com/The%20Finlocity%20Channel/BDOperationsChannel [1] https://www.intersystems.com/data-excellence-blog/public-cloud-and-digital-innovation-2021/ [1] https://blockfi.com/credit-card-waitlist/?r=89plc [1] https://youtu.be/fm6stNzQaBE [1] https://foregenix.zoom.us/webinar/register/1416226338680/WN_G-6daIAmTWKOfhonB_LlJw [1] https://social.slalom.com/Article/Redirect/630b1282-34d7-4d72-8d24-398cb878109b?uc=55756&g=60535b9e-4b1d-45ed-a583-d571563f7219&f=191824 [1] https://www.planetcompliance.com/the-2020-edition-of-the-planetcompliance-regtech-top-100-register-now/ [1] https://www.instagram.com/accounts/login/ Top URLs in Tweet in G9:
[1] https://asia.nikkei.com/Spotlight/The-World-Ahead/Artificial-intelligence-will-be-transforming-finance-by-20252?_scpsug=crawled,9084114,en_078dca1b56587d9d9b652df4d91205d2511077fd870b453f39149d1cf187e309#_scpsug=crawled,9084114,en_078dca1b56587d9d9b652df4d91205d2511077fd870b453f39149d1cf187e309 [1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229246 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1147] #fintech,#finserv [926] mashable,enricomolinari [536] #finserv,#banking [424] wef,enricomolinari [370] #finserv,#insurtech [308] #banking,#fintech [260] financial,services [242] #fintech,#banking [237] #insurtech,#proptech [201] enricomolinari,#ehealth Top Word Pairs in Tweet in G1:
[394] #fintech,#finserv [358] #finserv,#banking [182] mashable,enricomolinari [150] #fintech,#insurtech [138] #startup,#innovation [133] #innovation,#finserv [132] #insurtech,#startup [107] #banking,#fintech [102] #banking,#payment [102] #payment,#lending Top Word Pairs in Tweet in G2:
[584] mashable,enricomolinari [300] #fintech,#finserv [280] wef,enricomolinari [257] #finserv,#insurtech [202] #insurtech,#proptech [155] #banking,#fintech [145] #blockchain,#marketing [141] #vc,#blockchain [138] #marketing,#govtech [132] #smartcities,#esg Top Word Pairs in Tweet in G3:
[187] #fintech,#finserv [151] #innovation,#fintech [148] #fintech,#banking [79] mashable,enricomolinari [70] #banking,#digitalbanking [69] #finserv,#payments [62] #finserv,#insurtech [56] financial,services [48] #openbanking,#openapis [44] #finserv,#ai Top Word Pairs in Tweet in G4:
[65] mashable,enricomolinari [53] financial,services [52] large,traditional [52] traditional,banks [52] banks,provide [52] provide,fast [52] fast,paced [52] paced,flexible [52] flexible,solutions [52] solutions,smes Top Word Pairs in Tweet in G5:
[127] #disruption,#blockchain [127] #fintech,#finserv [102] #blockchain,#fintech [101] #banking,#trading [73] #defi,#hodl [68] #payment,#banking [51] #eth,#xrp [32] #eth,#bnb [32] #finserv,#payment [30] #altcoins,#eth Top Word Pairs in Tweet in G6:
[47] #fintech,#finserv [18] #proptech,#regtech [17] #banking,#fintech [17] #finserv,#insurtech [17] #insurtech,#proptech [14] mashable,enricomolinari [13] #finserv,#regtech [13] #vc,#blockchain [13] #regtech,#vc [13] #regulation,#regtech Top Word Pairs in Tweet in G7:
[85] dtcc,bob [85] bob,stewart [85] stewart,upcoming [85] upcoming,phases [85] phases,uncleared [85] uncleared,margin [85] margin,rules [85] rules,require [85] require,buy [85] buy,side Top Word Pairs in Tweet in G8:
[12] #fintech,#finserv [7] use,cases [7] 92,consumers [7] consumers,use [7] use,social [7] social,channels [7] channels,research [7] research,mortgage [7] mortgage,lending [7] lending,57 Top Word Pairs in Tweet in G9:
[40] #topinfluencers,top [40] top,10 [40] 10,vertices [40] vertices,ranked [40] ranked,betweenness [40] betweenness,centrality [40] centrality,nodexl [40] nodexl,#dhpsp [40] #dhpsp,#marketing [40] #marketing,#stem Top Word Pairs in Tweet in G10:
[60] city,bankers [60] bankers,quit [60] quit,move [60] move,european [60] european,capitals [60] capitals,following [60] following,brexit [60] brexit,15 [60] 15,person [60] person,team Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: