The graph represents a network of 3,523 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 14 August 2022 at 00:26 UTC.
The requested start date was Sunday, 14 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 5-day, 11-hour, 41-minute period from Monday, 08 August 2022 at 05:53 UTC to Saturday, 13 August 2022 at 17:35 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 3523
Unique Edges : 3386
Edges With Duplicates : 10837
Total Edges : 14223
Number of Edge Types : 5
Tweet : 2070
Mentions : 3412
MentionsInRetweet : 4778
Replies to : 107
Retweet : 3856
Self-Loops : 2627
Reciprocated Vertex Pair Ratio : 0.0365704997968306
Reciprocated Edge Ratio : 0.0705605644845159
Connected Components : 813
Single-Vertex Connected Components : 519
Maximum Vertices in a Connected Component : 1987
Maximum Edges in a Connected Component : 11700
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.993997
Graph Density : 0.000411186132566345
Modularity : 0.332298
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 3,523 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 14 August 2022 at 00:26 UTC.
The requested start date was Sunday, 14 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 5-day, 11-hour, 41-minute period from Monday, 08 August 2022 at 05:53 UTC to Saturday, 13 August 2022 at 17:35 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #cx
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:
[77] https://www.onwardshr.com/mutual-separations [73] https://www.onwardshr.com [63] https://www.onwardshr.com/ [61] https://www.sevaxapp.com/team-2/ [57] https://www.sevaxapp.com [53] https://www.onwardshr.com/request-your-demo [42] https://s2.radio.co/s532f0345f/listen [41] https://www.linkedin.com/posts/pinakilaskar_ai-engineering-technology-activity-6962613539316359168-JfP1 [34] https://www.onwardshr.com/severance-package-management [27] - Top URLs in Tweet in G1:
[9] https://www.copperberg.com/how-can-cx-help-you-tap-into-the-uncovered-potential-of-new-revenue-streams/?utm_source=social&utm_medium=posts&utm_campaign=article_setup [8] https://www.crm-tech.world/leadership-management/customer-experience-im-hotel-vier-jahreszeiten-in-hamburg/ [6] https://tweetedtimes.com/v/8731 [5] - [5] https://www.copperberg.com/why-should-cx-be-a-top-priority-for-manufacturers-today/?utm_source=social&utm_medium=posts&utm_campaign=article_setup [5] https://play.google.com/store/apps/details?id=com.smebusinessguide [5] https://apps.apple.com/us/app/sme-business-guide-english/id1567375007 [4] http://brazilsfe.blogspot.com/2019/06/Omni-Channel-Marketing-Industria-Farmaceutica-e-de-Saude-01-Abordagens-Digitais-Desenvolvimento-de-Medicamentos-e-Dados-do-Mundo-Real.html [4] http://brazilsfe.blogspot.com/2019/06/Omni-Channel-Marketing-Industria-Farmaceutica-e-de-Saude-01-Abordagens-Digitais-Comunicacao-com-os-Pacientes.html [4] http://brazilsfe.blogspot.com/2019/06/Omni-Channel-Marketing-Industria-Farmaceutica-e-de-Saude-02-Abordagens-Digitais-Indo-Alem-dos-Medicamentos-com-a-Prestacao-de-Servicos.html Top URLs in Tweet in G2:
[35] https://www.linkedin.com/posts/pinakilaskar_ai-engineering-technology-activity-6962613539316359168-JfP1 [19] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-machinelearning-neuralnetworks-activity-6964111444233596929-jjBE [15] https://www.linkedin.com/posts/pinakilaskar_autonomouslearning-ai-neuralnetworks-activity-6962253142163894272-nNXX [14] https://statanalytica.com/blog/how-to-learn-python-for-free/ [13] https://www.chatbot.com/?a=2ofB4EenR&utm_source=PP&utm_medium=short_link [13] https://www.datasciencecentral.com/profiles/blogs/modern-marketing-analytics-and-the-modern-data-scientist [12] https://www.datasciencecentral.com/profiles/blogs/the-future-of-the-iot-the-internet-of-behaviors [12] https://blog.cipio.ai [10] https://www.datasciencecentral.com/profiles/blogs/how-ar-and-vr-are-transforming-the-future-of-businesses-1 [10] https://www.datasciencecentral.com/profiles/blogs/how-to-use-data-science-for-search-engine-optimization Top URLs in Tweet in G3:
[20] https://www.five9cxsummit.com/event/ae9faade-dd78-4637-996a-de46514163e5/websitePage:2194b7f1-15ef-48f2-8540-92f6eb6b579e [10] https://event.on24.com/eventRegistration/EventLobbyServletV2?target=reg20V2.jsp&eventid=3864058&sessionid=1&key=63CB9BAA7CF6CAD5A611C066409DC343&groupId=3951311&sourcepage=register [7] https://www.8x8.com/resources?asset=7h38do49hvuu97drb2jelvoihj&utm_medium=social-media&utm_source=twitter&utm_campaign=7012J000001CCEy [7] https://www.techtarget.com/searchcustomerexperience/news/252523691/Oracle-CX-layoffs-What-customers-should-do-right-now [7] https://www.callcentrehelper.com/chatbots-understand-customer-pain-points-first-212467.htm [6] https://www.businesswire.com/news/home/20220808005210/en [4] https://good-data-better-marketing.simplecast.com/episodes/translating-customer-language-into-profitable-relationships-with-liz-miller-vp-principal-analyst-at-constellation-research [4] https://www.callcentrehelper.com/digital-customer-experience-top-4-expectations-212272.htm [4] https://go.oracle.com/LP=128506?src1=:so:ch:or:dg::::RC_WWMK220523P00023:Ch_emea&SC=:so:ch:or:dg::::RC_WWMK220523P00023:Ch_emea&pcode=WWMK220523P00023 [3] https://www.five9cxsummit.com/event/ae9faade-dd78-4637-996a-de46514163e5/websitePage:2194b7f1-15ef-48f2-8540-92f6eb6b579e?utm_campaign=RegOpen&utm_medium=Social&utm_source=Social Top URLs in Tweet in G4:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279923 [10] https://techcrunch.com/2022/08/09/founderpath-secures-145m-in-debt-and-equity-to-help-b2b-saas-companies-avoid-vc-dilution-and-land-debt/ [9] https://blockchain.news/news/blockchain-in-fintech-sector-expected-to-hit-31.4b-by-2030 [8] https://www.forbes.com/sites/forbestechcouncil/2022/07/28/why-some-countries-and-many-companies-need-a-cloud-of-their-own/?sh=ee4a38260c70 [7] https://cio.economictimes.indiatimes.com/news/business-analytics/ai-adoption-in-the-banking-sector-trends-for-the-next-5-years/93467508 [7] https://www.forbes.com/sites/forbesbusinesscouncil/2022/07/28/the-future-is-fractional-how-remote-work-opened-doors-for-decentralized-talent/ [7] https://blog.transformhub.com/how-will-fintech-drive-business-value?utm_content=217644069&utm_medium=social&utm_source=twitter&hss_channel=tw-1252140421247119361 [7] https://www.iotforall.com/benefits-of-iot-in-aluminum-industry [7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279894 [6] https://dxcompliance.com/risks-relating-to-politically-exposed-persons-in-the-uae/ Top URLs in Tweet in G5:
[13] https://cx-journey.com/2022/08/earned-growth-linking-cx-to-business-outcomes.html [11] https://ecxo.org/ [8] https://www.mycustomer.com/content/mycd-up-with-cx-leaders-episode-7-tara-brady-fvp-director-customer-experience [7] https://www.mycustomer.com/community/blogs/mhinshaw/listening-to-customers-is-still-your-best-long-term-cx-strategy [6] https://www.forbes.com/sites/heikkivaananen/2022/06/29/the-platinum-age-of-customer-experience-has-arrived/?sh=37f7f4ed400c [6] https://www.bai.org/banking-strategies/article-detail/mapping-your-banking-customers-journey/ [5] https://www.vox.com/future-perfect/2022/8/10/23298108/ai-dangers-ethics-alignment-present-future-risk [5] https://nichecx.com/cx-resources [4] http://researchandmarkets.com/ [4] https://news.google.com/articles/CBMibWh0dHBzOi8vd3d3LnN1cHBseWNoYWluYnJhaW4uY29tL2FydGljbGVzLzM1NDU4LWVuaGFuY2luZy10aGUtY3VzdG9tZXItZXhwZXJpZW5jZS13aGlsZS1ib29zdGluZy1jb3N0LXNhdmluZ3PSAQA?hl=en-SG&gl=SG&ceid=SG%3Aen Top URLs in Tweet in G6:
[6] CX [5] https://okt.to/G12AQ8 [4] Your [4] - [4] https://martechseries.com/mts-insights/guest-authors/what-can-we-learn-from-cx-leaders/?utm_source=TWITTER&utm_medium=social-advocacy&utm_content=7387884607&utm_campaign=Customer+Intelligence [3] https://survey.us.confirmit.com/wix/6/p522335752966.aspx [3] https://www.cmswire.com/customer-experience/cx-is-changing-is-your-martech-changing-with-it/?utm_source=TWITTER&utm_medium=social-advocacy&utm_content=7366224560&utm_campaign=Customer+Intelligence [3] https://experienceinvestigators.com/customer-experience-reactive-proactive/?utm_campaign=coschedule&utm_source=twitter&utm_medium=ExpInv&utm_content=Taking [3] Program [3] from Top URLs in Tweet in G7:
[8] https://www.enterprisetimes.co.uk/2022/08/04/reputation-connects-customer-data-to-microsoft-dynamics-365/ [3] https://www.forbes.com/sites/forbesbusinesscouncil/2022/08/10/why-customer-support-should-not-be-an-afterthought-in-the-metaverse/ [3] https://www.tcs.com/customer-analytics-machine-learning-retail [2] https://www.forbes.com/sites/servicenow/2020/10/15/get-ready-for-the-product-as-a-service-revolution/ [2] https://de.wikipedia.org/wiki/Malcom_McLean [2] https://marketoonist.com/2022/04/the-future-of-the-metaverse.html [2] https://www.weforum.org/agenda/2022/06/4-things-you-need-to-know-about-the-metaverse-this-week-8-june?utm_source=twitter&utm_medium=social_video&utm_term=1_1&utm_content=26177_Meta_experts_explain&utm_campaign=social_video_2022 [2] https://venturebeat.com/2022/07/30/how-big-data-could-form-the-cornerstone-of-the-metaverse/ [2] https://www.zdnet.com/article/its-time-for-technology-teams-to-find-their-voice-in-customer-experience/ [2] https://www.zdnet.com/article/design-thinking-is-helping-connect-tech-pros-more-directly-to-customer-experience/ Top URLs in Tweet in G8:
[13] - [12] Customer [11] https://connect.verint.com/b/customer-engagement/posts/verint-speakers-in-august-2023-cx-megatrends-empowering-exceptional-cx-teams-and-more-impact-less-effort?utm_source=Verint+blog&utm_id=Verint+blog+-+Susanne+Pitts+-+Verint+Speakers+in+August:+2023+CX+Megatrends,+Empowering+Exceptional+CX+Teams+and+More+Impact%E2%80%94Less+Effort+-+August+1,+2022+-+external+link&utm_content=Verint+blog+-+Susanne+Pitts+-+Verint+Speakers+in+August:+2023+CX+Megatrends,+Empowering+Exceptional+CX+Teams+and+More+Impact%E2%80%94Less+Effort+-+August+1,+2022+-+external+link [6] https://keithdawson.ventanaresearch.com/customer-data-platforms-essential-for-effective-customer-experience?utm_campaign=Expertise [4] https://www.the-future-of-commerce.com/2022/04/12/business-agility-customer-data/ [4] Experience&utm_content=158220557&utm_medium=social&utm_source=twitter&hss_channel=tw-17992147 [4] https://connect.verint.com/b/customer-engagement/posts/did-you-hear-verint-cloud-platform-powers-compliance-recording-and-engagement-data-analysis-for-zoom-users?utm_source=Verint+blog&utm_id=Verint+blog+-+Amy+Curry+-+Did+You+Hear%3F+Verint+Cloud+Platform+Powers+Compliance+Recording+and+Engagement+Data+Analysis+for+Zoom+Users+-+August+10,+2022+-+external+link&utm_content=Verint+blog+-+Amy+Curry+-+Did+You+Hear%3F+Verint+Cloud+Platform+Powers+Compliance+Recording+and+Engagement+Data+Analysis+for+Zoom+Users+-+August+10,+2022+-+external+link [4] https://connect.verint.com/b/customer-engagement/posts/the-dark-side-of-cx-why-more-teams-need-customer-feedback-data?utm_source=Verint+blog&utm_id=Verint+blog+-+Philip+Enders+Arden+-+The+Dark+Side+Of+CX:+Why+More+Teams+Need+Customer+Feedback+Data+-+August+11,+2022+-+external+link&utm_content=Verint+blog+-+Philip+Enders+Arden+-+The+Dark+Side+Of+CX:+Why+More+Teams+Need+Customer+Feedback+Data+-+August+11,+2022+-+external+link [3] https://www.the-future-of-commerce.com/2022/04/12/business-agility-customer-data/?source=social-Global-TWITTER-Integrated+Demand+Program-CRM+and+Customer+Experience-SAPCX-fcee-spr-7021615341-account_name&campaigncode=CRM-YA22-BSC-1454958&sprinklrid=7021615341 [3] https://www.the-future-of-commerce.com/2021/05/13/simplify-data-management-with-cdp/?source=social-Global-SAPCXDataCloud-TWITTER-ThoughtLeadership-SAPCX-SAPCX-fcee-spr-4980099464-ST4_Intelligent_CX&campaigncode=CRM-YD20-SOC-BRSOCPT Top URLs in Tweet in G9:
[9] https://twitter.com/PMaroney_tech/status/1556643300777627651 [4] https://www.scienceofcx.com/thomas-watkins-capturing-your-clients-attention-through-great-ux/ [4] https://www.scienceofcx.com/tammy-fink-making-more-moments-that-really-matter-to-customers/ [3] https://loyalty360.org/content-gallery/daily-news/gopuff-launches-instant-cash-out-for-delivery-partners [2] https://loyalty360.org/content-gallery/daily-news/nature-valley-features-sustainability-in-new-tik-tok-rewards-launch [2] https://loyalty360.org/content-gallery/daily-news/loyalty360-reads-august-4-qdoba-launches-virtual-brand,-tgi-fridays-expands-virtual-brands,-and-mo [2] https://loyalty360.org/content-gallery/daily-news/loyalty360-reads-august-5-casey-s-kicks-off-giving-campaign,-taco-bell-increases-loyalty-membershi [2] https://loyalty360.org/content-gallery/daily-news/tractor-supply-announces-vip-experience-sweepstakes [2] https://loyalty360.org/content-gallery/daily-news/loyalty360-reads-august-9-native-foods-launches-app-and-rewards,-tiffany-co-nfts-,-and-more [2] https://www.scienceofcx.com/episodes/ Top URLs in Tweet in G10:
[73] https://www.onwardshr.com/mutual-separations [69] https://www.onwardshr.com [61] https://www.sevaxapp.com/team-2/ [60] https://www.onwardshr.com/ [57] https://www.sevaxapp.com [52] https://www.onwardshr.com/request-your-demo [34] https://www.onwardshr.com/severance-package-management [25] https://www.sevaxapp.com/pricing-plans/ [24] https://www.onwardshr.com/blog/who-stays-and-who-goes [12] http://apps.apple.com/us/app/id1451705907 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1155] #healthtech,#datascientist [1152] #ehealth,#finserv [1143] #web3,#cx [1138] #datascientist,#csuite [1138] #csuite,#digitalhealth [1138] #digitalhealth,#web3 [1137] #cx,#ehealth [1133] #finserv,#cloud [1125] #cloud,#insurtech [725] chidambara09,#healthtech Top Word Pairs in Tweet in G1:
[88] customer,experience [48] #customerexperience,#cx [42] #cx,#customerexperience [33] learn,more [32] gt,gt [28] read,more [23] #crm,#cx [20] brazil,sfe [20] sfe,#brand [20] #brand,#crm Top Word Pairs in Tweet in G2:
[675] #ai,#ml [673] #datascience,#bigdata [670] #bigdata,#analytics [669] #ml,#iot [656] #iot,#datascience [577] #analytics,#serverless [492] #serverless,#linux [367] #linux,#rstats [249] machine,learning [242] #programming,#coding Top Word Pairs in Tweet in G3:
[46] improve,#cx [33] constellationr,lizkmiller [31] customer,experience [30] join,constellationr [29] #cxnews,#ccaas [27] #ai,#automation [27] check,latest [26] #cx,#ex [24] 30,pm [24] pm,pt Top Word Pairs in Tweet in G4:
[1116] #healthtech,#datascientist [1115] #ehealth,#finserv [1105] #web3,#cx [1104] #datascientist,#csuite [1104] #csuite,#digitalhealth [1104] #digitalhealth,#web3 [1104] #cx,#ehealth [1098] #finserv,#cloud [1090] #cloud,#insurtech [687] chidambara09,#healthtech Top Word Pairs in Tweet in G5:
[124] #cx,#custserv [102] customer,experience [92] #custserv,#ex [88] #ex,#rox [44] #cx,#customerexperience [41] #rox,#experienceeconomy [41] #custexp,#cx [37] #customerexperience,#cx [33] #experienceeconomy,#futureofwork [32] #defi,#daos Top Word Pairs in Tweet in G6:
[13] #marketing,#cx [12] customer,experience [11] sas',bervigsimone [6] #cx,#customerexperience [6] heads,marketers [6] marketers,sas' [6] bervigsimone,distilled [6] distilled,findings [6] findings,recent [6] recent,study Top Word Pairs in Tweet in G7:
[15] product,service [10] #customerexperience,#cx [10] gt,gt [8] #erp,#cx [7] malcom,mclean [7] mclean,rules [7] rules,make [7] make,ideas [7] ideas,successful [7] successful,make Top Word Pairs in Tweet in G8:
[51] data,management [34] customer,data [20] customer,master [20] master,data [19] #verintcloudplatform,powers [19] powers,#compliance [19] #compliance,#recording [19] #recording,#engagementdata [19] #engagementdata,analysis [19] analysis,zoom Top Word Pairs in Tweet in G9:
[15] #brandloyalty,#rewardsprograms [13] #rewardsprograms,#cx [12] webcast,series [11] read,#brandloyalty [10] great,webcast [9] #cloud,#erp [9] #erp,#cx [8] #cx,#custexp [8] increasing,#adaptability [8] #resilience,#cloud Top Word Pairs in Tweet in G10:
[83] gt,gt [74] #hranalytics,#corpgov [61] #csuite,#legaltech [61] #csr,#cx [61] #cx,#corpgov [57] #finserv,#wef [57] #wef,#hr [55] #legaltech,#csuite [54] learn,more [53] #corpgov,#finserv Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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