#cx, Twitter, 2/21/2022 1:27:09 AM, 272042


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#cx_2022-02-20_16-58-09.xlsx
#cx_2022-02-20_16-58-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 21, 2022
Short Description:
#cx via NodeXL https://bit.ly/3I9tt4k
@chidambara09
@enricomolinari
@education_24x7
@gosquad22
@eli_krumova
@mentalmarketer
@botsecx
@stratorob
@psb_dc
@kirkdborne

Top hashtags:
#cx
#datascientist
#finserv
#ehealth
#women
#ces2023
#digital
#ai
#fashiontech
#cloud

Description:
Description
The graph represents a network of 2,538 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 Monday, 21 February 2022 at 01:15 UTC.

The requested start date was Sunday, 20 February 2022 at 01:01 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 2-day, 19-hour, 39-minute period from Thursday, 17 February 2022 at 05:12 UTC to Sunday, 20 February 2022 at 00:51 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 : 2538
Unique Edges : 2837
Edges With Duplicates : 12419
Total Edges : 15256
Number of Edge Types : 5
Retweet : 4943
MentionsInRetweet : 5486
Tweet : 1140
Mentions : 3628
Replies to : 59
Self-Loops : 2082
Reciprocated Vertex Pair Ratio : 0.0400307929176289
Reciprocated Edge Ratio : 0.076980014803849
Connected Components : 557
Single-Vertex Connected Components : 351
Maximum Vertices in a Connected Component : 1557
Maximum Edges in a Connected Component : 13778
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.973976
Graph Density : 0.000629454755202204
Modularity : 0.238415
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,538 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 Monday, 21 February 2022 at 01:15 UTC.

The requested start date was Sunday, 20 February 2022 at 01:01 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 2-day, 19-hour, 39-minute period from Thursday, 17 February 2022 at 05:12 UTC to Sunday, 20 February 2022 at 00:51 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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[54] https://www.datasciencecentral.com/profiles/blogs/modern-marketing-analytics-and-the-modern-data-scientist
[54] https://www.allbusiness.com/support-customers-during-times-of-heavy-inflation-202580-1.html
[38] https://ipfm1ftm.pages.infusionsoft.net
[27] https://www.fintechfutures.com/2022/02/revolut-names-ibrahim-dusi-as-chief-risk-officer-for-americas/
[25] https://www.linkedin.com/pulse/what-explainable-ai-pinaki-laskar
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271799
[19] https://s2.radio.co/s532f0345f/listen
[17] https://itechnologyseries.com/hot-startups/proarch-receives-25-million-growth-investment-from-msouth-capital/
[15] https://www.infoworld.com/article/3650768/it-spending-will-soon-shift-to-mostly-cloud.html#tk.rss_cloudcomputing
[15] https://deloitte.wsj.com/articles/at-contact-energy-digital-powers-human-centric-cx-01643821371?reflink=desktopwebshare_linkedin

Top URLs in Tweet in G1:
[52] https://www.datasciencecentral.com/profiles/blogs/modern-marketing-analytics-and-the-modern-data-scientist
[27] https://www.fintechfutures.com/2022/02/revolut-names-ibrahim-dusi-as-chief-risk-officer-for-americas/
[25] https://www.linkedin.com/pulse/what-explainable-ai-pinaki-laskar
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271799
[15] https://www.linkedin.com/pulse/you-safe-ippglobal-org/
[15] https://www.datasciencecentral.com/profiles/blogs/how-to-use-data-science-for-search-engine-optimization
[14] https://www.linkedin.com/slink?code=d8ZKxE77
[14] https://www.gartner.com/en/information-technology/insights/top-technology-trends
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271809
[11] https://www.datasciencecentral.com/profiles/blogs/ways-artificial-intelligence-impacting-the-banking-sector

Top URLs in Tweet in G2:
[54] https://www.allbusiness.com/support-customers-during-times-of-heavy-inflation-202580-1.html
[38] https://ipfm1ftm.pages.infusionsoft.net
[6] http://www.chickasawtel.com/contact/
[5] https://www.forbes.com/sites/forbestechcouncil/2022/02/07/perfecting-the-digital-experience-at-the-customer-edge/?sh=55482e1feb66
[5] https://mopinion.com/en/saas-customer-experience-cx/?utm_content=buffer9916a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.financedigest.com/ai-will-power-95-of-customer-interactions-by-2025.html
[3] https://nice.com/
[3] https://nichecx.com/cx-certification-programs
[3] https://okt.to/6XQgZm
[3] Customer

Top URLs in Tweet in G3:
[12] https://www.infoworld.com/article/3650768/it-spending-will-soon-shift-to-mostly-cloud.html#tk.rss_cloudcomputing
[8] https://cwt.smh.re/B9v
[8] https://itechnologyseries.com/sales-and-customer-support/taskus-applauded-by-frost-sullivan-for-delivering-a-seamless-and-effortless-customer-experience-cx-with-its-next-generation-cx-solutions/
[8] https://itechnologyseries.com/hot-startups/proarch-receives-25-million-growth-investment-from-msouth-capital/
[7] https://blog.abouttmc.com/what-is-digital-transformation-and-where-do-i-start?utm_campaign=2021-Q3-Blog-Promotion&utm_content=171788190&utm_medium=social&utm_source=twitter&hss_channel=tw-39603093
[7] https://www.slideshare.net/papanda/digitaltransformation-journey
[7] https://t.co/OzjC7RUKoR
[7] https://mashable.com/deals/best-apple-deals
[7] https://itechnologyseries.com/sales-and-customer-support/nice-named-metristar-top-provider-for-smart-self-service/
[6] https://www.howtogeek.com/786376/how-to-run-chrome-os-flex-on-your-pc-or-mac/

Top URLs in Tweet in G4:
[7] http://customerservicedaily.com
[5] https://t.ly/Dp0K
[5] https://www.forbes.com/sites/forbestechcouncil/2022/02/11/creative-technology-trends-in-2022-that-could-help-grow-your-business/?sh=71f2fef61fc0
[5] https://www.forbes.com/sites/forbesfinancecouncil/2022/02/17/before-investing-in-crypto-and-nfts-look-back-at-history/?sh=1bc597f43d6d
[5] https://johannesdrooghaag.com/online-business-education-with-dr-ir-johannes-drooghaag
[4] https://hbr.org/2022/03/rethinking-your-approach-to-the-employee-experience
[4] https://www.forbes.com/sites/forbestechcouncil/2022/02/04/why-and-how-your-company-should-adopt-a-design-first-approach/?sh=13cdfc5561a2
[4] https://www.forbes.com/sites/forbesbusinesscouncil/2022/02/16/nfts-and-the-future-of-commercial-real-estate/?sh=2724e3469bac
[4] https://www.forbes.com/uk/advisor/investing/nft-non-fungible-token/
[4] https://www.linkedin.com/posts/lukesoon_xai-ai-ia-activity-6899878297732300800-rcG8

Top URLs in Tweet in G5:
[2] https://www.technologyreview.com/2022/02/15/1045414/the-connected-world-delivering-the-best-in-class-customer-experience-of-tomorrow-and-beyond/
[2] http://ow.ly/1TLG30lmQXV
[2] https://www.zdnet.com/article/70-percent-of-customer-interactions-are-now-digital-and-most-companies-are-not-ready/
[1] https://www.protocol.com/enterprise/global-contact-center-lanauge?utm_content=buffer6c5ff&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://tresconglobal.com/conferences/cx/asean/free-pass-registration?utm_campaign=WCXS22-ASEAN&utm_content=198338680&utm_medium=social&utm_source=twitter&hss_channel=tw-728130823501709312
[1] https://tresconglobal.com/conferences/cx/asean/free-pass-registration?utm_campaign=WCXS22-ASEAN&utm_content=198392857&utm_medium=social&utm_source=twitter&hss_channel=tw-728130823501709312
[1] https://tresconglobal.com/conferences/cx/asean/free-pass-registration?utm_campaign=WCXS22-ASEAN&utm_content=198338605&utm_medium=social&utm_source=twitter&hss_channel=tw-728130823501709312
[1] https://tresconglobal.com/conferences/cx/asean/free-pass-registration?utm_campaign=WCXS22-ASEAN&utm_content=198338681&utm_medium=social&utm_source=twitter&hss_channel=tw-1283719399115915264
[1] https://tresconglobal.com/conferences/cx/asean/free-pass-registration?utm_campaign=WCXS22-ASEAN&utm_content=198338204&utm_medium=social&utm_source=twitter&hss_channel=tw-1283719399115915264
[1] https://tresconglobal.com/conferences/cx/asean/free-pass-registration?utm_campaign=WCXS22-ASEAN&utm_content=198392858&utm_medium=social&utm_source=twitter&hss_channel=tw-1283719399115915264

Top URLs in Tweet in G6:
[6] https://connect.verint.com/b/customer-engagement/posts/did-you-hear-verint-wins-multiple-industry-awards-for-delivering-excellence-in-knowledge-management?utm_source=Verint+blog&utm_id=Verint+blog+-+Amy+Curry+-+Did+You+Hear%3F+Verint+Wins+Multiple+Industry+Awards+for+Delivering+Excellence+in+Knowledge+Management+-+February+11,+2022+-+external+link&utm_content=Verint+blog+-+Amy+Curry+-+Did+You+Hear%3F+Verint+Wins+Multiple+Industry+Awards+for+Delivering+Excellence+in+Knowledge+Management+-+February+11,+2022+-+external+link
[2] https://ujet.breezy.hr/
[2] http://cxstrategy.in/?utm_source=ubsforums&utm_medium=twitter&utm_campaign=9theditioncxstrategy&utm_id=9theditioncxstrategy
[2] http://cxstrategy.in/webinar/index.htm?utm_source=ubsforums&utm_medium=twitter&utm_campaign=9theditioncxstrategyvirtual&utm_id=9theditioncxstrategyvirtual
[1] https://dy.si/xDc12
[1] https://infl.tv/kAgV
[1] https://www.verint.com/engagement/our-story/customer-success/thermo-fisher-scientific-improves-cx-analytics-with-verint/
[1] https://content.verint.com/engage21-future-of-work?_ga=2.79046996.1542982055.1644207829-830342782.1634822348
[1] https://infl.tv/kAaM
[1] https://www.forbes.com/sites/forbescommunicationscouncil/2022/02/15/up-your-query-handling-ante-with-modern-knowledge-management-to-differentiate-cx/

Top URLs in Tweet in G7:
[6] https://hbr.org/2022/03/customer-experience-in-the-age-of-ai
[2] https://venturebeat.com/2022/02/17/predicting-post-pandemic-tech-startups-and-industry-disruption/
[2] https://ceoworld.biz/2022/02/17/your-brand-promise-is-too-important-for-the-marketing-department/
[2] https://www.voicendata.com/ai-new-normal-upcoming-trends-cloud-telephony/
[2] https://www.fieldtechnologiesonline.com/doc/artificial-intelligence-human-experience-five-ways-to-strengthen-customer-experience-with-ai-0001
[2] https://twitter.com/HarvardHBS/status/1494460155685183489
[1] https://retailwire.com/discussion/will-timberlands-stories-lure-customers-into-the-metaverse/
[1] https://www.cmswire.com/customer-experience/3-ways-cx-can-become-a-driver-of-business-strategy/
[1] https://martech.org/the-b2b-customer-journey-is-set-on-a-digital-track/
[1] https://www.martechcube.com/the-top-customer-engagement-strategies-for-2022/

Top URLs in Tweet in G8:
[2] https://www.thedrum.com/opinion/2022/02/11/what-the-difference-between-cx-and-ux
[2] https://pivotpointsolutions.net/2015/10/05/customer-service-malpractice/
[2] https://pivotpointsolutions.net/2014/06/10/shinsekis-va-customer-service-woes/
[2] https://pivotpointsolutions.net/2021/03/21/who-owns-the-customer-experience-through-the-channel/
[2] https://pivotpointsolutions.net/2010/04/07/strike-one%E2%80%A6-you%E2%80%99re-out/
[1] https://www.fastcompany.com/90722106/the-cfo-cmo-dynamic-in-a-digital-landscape
[1] https://hbswk.hbs.edu/item/leading-in-the-digital-era-a-new-roadmap-for-success
[1] https://www.thehouseofmarketing.be/blog/buying-selling-cars-online-e-commerce-disrupting-automotive-industry
[1] https://www.adlittle.com/en/OnlineOffline
[1] https://www.retailcustomerexperience.com/blogs/the-difference-between-personalization-and-customization-in-retail-cx/

Top URLs in Tweet in G9:
[3] https://www.callcentrehelper.com/call-centre-pain-points-204137.htm
[2] https://www.cxtoday.com/contact-centre/introducing-your-cx-awards-2022-winners/
[2] https://www.cxtoday.com/contact-centre/competing-against-emerging-digital-disruptors-in-financial-services/
[2] https://info.scorebuddyqa.com/ai-text-analytics-ebook-download?utm_content=198227337&utm_medium=social&utm_source=twitter&hss_channel=tw-1079258364
[2] https://www.uctoday.com/unified-communications/introducing-uc-partner-summit-2022/
[1] https://dy.si/1h7oVi2
[1] https://awards.cxtoday.com/
[1] https://www.cxtoday.com/contact-centre/nice-surpasses-1-billion-annual-cloud-revenue/
[1] https://www.cxtoday.com/contact-centre/akixi-receives-investment-from-axiom-equity-and-true-north-advisory/
[1] https://dy.si/HmTsU

Top URLs in Tweet in G10:
[5] https://www.relationclientmag.fr/Thematique/customer-marketing-1251/parcours-client-2148/Diaporamas/Les-6-must-de-l-experience-client-en-magasin-en-2022-369581/2022-annee-experiences-hydrides-369582.htm
[3] https://www.mentionlytics.com/blog/brand-community/
[3] https://visibiliz.com/2022/02/15/ameliorer-lexperience-client-cx-pour-le-e-commerce/
[2] https://www.seoquantum.com/billet/algorithme-google
[2] https://www.infoworld.com/article/3648013/3-predictions-for-ai-adoption-in-2022.html
[1] https://www.thinkwithgoogle.com/intl/fr-fr/insights/parcours-consommateur/assurance-tendances-digitales-2022/
[1] https://www.relationclientmag.fr/Thematique/customer-marketing-1251/parcours-client-2148/Breves/L-engagement-client-digital-first-le-cas-d-ecole-d-Orange-Belgique-369742.htm
[1] https://www.relationclientmag.fr/Thematique/customer-marketing-1251/Breves/Une-reponse-omnicanale-enjeux-gestion-parcours-client-369801.htm#utm_source=IndexThematique&utm_medium=Rss&utm_campaign=
[1] https://www.zdnet.com/article/what-the-metaverse-means-for-you-and-your-customers/
[1] https://www.blog.agencewaldo.com/les-acteurs-sous-les-feux-des-projecteurs/

Top Domains
Top Domains in Tweet in Entire Graph:
[214] itechnologyseries.com
[178] dy.si
[157] linkedin.com
[135] forbes.com
[112] medium.com
[103] socxo.net
[97] youtube.com
[89] google.com
[89] okt.to
[88] datasciencecentral.com

Top Domains in Tweet in G1:
[103] socxo.net
[90] linkedin.com
[84] datasciencecentral.com
[68] itechnologyseries.com
[43] google.com
[42] medium.com
[37] forbes.com
[37] nodexlgraphgallery.org
[28] youtube.com
[27] fintechfutures.com

Top Domains in Tweet in G2:
[54] allbusiness.com
[38] infusionsoft.net
[17] okt.to
[13] linkedin.com
[12] forbes.com
[11] mopinion.com
[8] dy.si
[8] youtube.com
[7] blogspot.com
[6] chickasawtel.com

Top Domains in Tweet in G3:
[138] itechnologyseries.com
[64] einnews.com
[62] medium.com
[56] dy.si
[49] co.uk
[48] okt.to
[46] entrepreneur.com
[42] techcrunch.com
[41] google.com
[39] youtube.com

Top Domains in Tweet in G4:
[49] forbes.com
[17] hbr.org
[16] linkedin.com
[14] cmswire.com
[12] t.ly
[11] dy.si
[8] twitter.com
[8] customerthink.com
[7] customerservicedaily.com
[6] hyken.com

Top Domains in Tweet in G5:
[6] tresconglobal.com
[2] technologyreview.com
[2] sap.com
[2] ow.ly
[2] dashnetwork.com
[2] zdnet.com
[1] protocol.com
[1] spirent.com
[1] retailtechinnovationhub.com
[1] chainstoreage.com

Top Domains in Tweet in G6:
[9] verint.com
[6] infl.tv
[4] cxstrategy.in
[2] breezy.hr
[2] global.ntt
[2] sabiogroup.com
[1] dy.si
[1] forbes.com
[1] techmahindra.com
[1] servicenow.com

Top Domains in Tweet in G7:
[8] hbr.org
[4] twitter.com
[2] venturebeat.com
[2] ceoworld.biz
[2] retailwire.com
[2] voicendata.com
[2] fieldtechnologiesonline.com
[1] cmswire.com
[1] martech.org
[1] martechcube.com

Top Domains in Tweet in G8:
[15] pivotpointsolutions.net
[4] twitter.com
[3] mckinsey.com
[2] thedrum.com
[2] ibm.com
[2] livevox.com
[1] fastcompany.com
[1] hbs.edu
[1] thehouseofmarketing.be
[1] adlittle.com

Top Domains in Tweet in G9:
[9] cxtoday.com
[7] dy.si
[4] callcentrehelper.com
[3] talkdesk.com
[2] scorebuddyqa.com
[2] uctoday.com
[1] netdna-ssl.com
[1] getvoip.com
[1] webex.com
[1] twitter.com

Top Domains in Tweet in G10:
[7] relationclientmag.fr
[3] mentionlytics.com
[3] visibiliz.com
[2] zdnet.com
[2] seoquantum.com
[2] comarketing-news.fr
[2] infoworld.com
[1] thinkwithgoogle.com
[1] agencewaldo.com
[1] skeepers.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5908] cx
[3696] datascientist
[3607] finserv
[3578] ehealth
[3574] women
[3571] ces2023
[3336] digital
[2969] ai
[2637] fashiontech
[2492] cloud



Top Hashtags in Tweet in G1:
[1631] cx
[1460] datascientist
[1352] finserv
[1343] ehealth
[1341] women
[1338] ces2023
[1317] ai
[1228] digital
[1009] cloud
[901] fashiontech

Top Hashtags in Tweet in G2:
[501] cx
[103] customerexperience
[54] useconomy
[54] quickbookssolutionprovider
[21] marketing
[19] ai
[18] 2022innovationstrategy
[17] contactcenter
[14] ex
[13] crm

Top Hashtags in Tweet in G3:
[2466] cx
[2207] finserv
[2197] datascientist
[2195] women
[2195] ehealth
[2195] ces2023
[2026] digital
[1705] fashiontech
[1514] mwc22
[1501] ai

Top Hashtags in Tweet in G4:
[328] cx
[134] custserv
[107] ex
[94] rox
[65] experienceeconomy
[63] customerexperience
[57] designthinking
[56] infinitejourneys
[48] futureofwork
[47] hx

Top Hashtags in Tweet in G5:
[29] cx
[11] infosyscobalt
[9] ai
[8] customerexperience
[8] tresconcx
[7] bettertogetherstories
[5] technology
[4] wcxsasean
[4] ml
[4] ar

Top Hashtags in Tweet in G6:
[55] cx
[10] customerexperience
[9] knowledgemanagement
[7] contactcenters
[7] selfservice
[7] customerservice
[6] ai
[6] digitaltransformation
[5] csm
[4] automation

Top Hashtags in Tweet in G7:
[37] cx
[13] marketing
[11] ai
[9] customerexperience
[6] digital
[5] data
[5] datascientist
[5] women
[5] ehealth
[5] ces2023

Top Hashtags in Tweet in G8:
[59] cx
[15] customersuccess
[14] automotive
[13] customerexperience
[10] retail
[8] ai
[7] custexp
[6] ecommerce
[6] strategy
[6] custserv

Top Hashtags in Tweet in G9:
[35] cx
[26] cxawards22
[16] contactcenter
[12] ai
[12] contactcentre
[10] customerexperience
[8] techawards
[6] cxawards
[5] cxnews
[4] financial

Top Hashtags in Tweet in G10:
[28] cx
[16] marketing
[10] socialmedia
[7] 5g
[6] sustainability
[6] energy
[6] transfonum
[5] relationclient
[5] ecommerce
[3] ai

Top Words
Top Words in Tweet in Entire Graph:
[5907] #cx
[3696] #datascientist
[3607] #finserv
[3578] #ehealth
[3574] #women
[3571] #ces2023
[3336] #digital
[2974] #ai
[2675] chidambara09
[2637] #fashiontech

Top Words in Tweet in G1:
[1631] #cx
[1460] #datascientist
[1359] chidambara09
[1352] #finserv
[1343] #ehealth
[1341] #women
[1338] #ces2023
[1322] #ai
[1228] #digital
[1009] #cloud

Top Words in Tweet in G2:
[500] #cx
[129] customer
[119] customers
[103] #customerexperience
[95] more
[93] experience
[83] cx
[70] read
[69] make
[59] strategies

Top Words in Tweet in G3:
[2466] #cx
[2207] #finserv
[2197] #datascientist
[2195] #women
[2195] #ehealth
[2195] #ces2023
[2026] #digital
[1705] #fashiontech
[1514] #mwc22
[1501] #ai

Top Words in Tweet in G4:
[328] #cx
[134] #custserv
[107] #ex
[94] #rox
[90] customer
[69] mentalmarketer
[65] #experienceeconomy
[63] #customerexperience
[57] #designthinking
[56] experience

Top Words in Tweet in G5:
[29] #cx
[22] customer
[18] psb_dc
[15] experience
[14] register
[13] latest
[13] world
[13] more
[12] techreview
[12] infosys

Top Words in Tweet in G6:
[55] #cx
[21] verint
[16] customer
[13] experience
[13] industry
[10] #customerexperience
[10] 2022
[9] time
[9] high
[9] #knowledgemanagement

Top Words in Tweet in G7:
[37] #cx
[13] #marketing
[11] customer
[11] #ai
[9] harvardbiz
[9] #customerexperience
[7] age
[6] trends
[6] #digital
[6] latest

Top Words in Tweet in G8:
[59] #cx
[25] wswmuc
[23] customer
[20] experience
[15] #customersuccess
[14] #automotive
[13] digital
[13] #customerexperience
[10] #retail
[9] one

Top Words in Tweet in G9:
[35] cxtodaynews
[35] #cx
[26] #cxawards22
[23] congratulations
[22] cx
[21] contact
[21] award
[21] years'
[19] centre
[19] webex

Top Words in Tweet in G10:
[28] #cx
[16] #marketing
[15] client
[12] 2022
[11] anthonyrochand
[10] #socialmedia
[7] #5g
[7] services
[7] 25
[7] relationcltmag

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3571] #cx,#women
[3571] #women,#ehealth
[2618] #finserv,#fashiontech
[2394] #datascientist,#cloud
[2390] #cloud,#digital
[2381] chidambara09,#datascientist
[2244] #ces2023,#finserv
[2164] #mwc22,#cx
[2154] #ehealth,#data
[2154] #data,#ces2023

Top Word Pairs in Tweet in G1:
[1338] #cx,#women
[1338] #women,#ehealth
[1197] chidambara09,#datascientist
[951] #datascientist,#cloud
[948] #cloud,#digital
[883] #finserv,#fashiontech
[878] #ces2023,#finserv
[847] #ehealth,#data
[847] #data,#ces2023
[697] #mwc22,#cx

Top Word Pairs in Tweet in G2:
[54] interesting,read
[54] read,allbusiness
[54] allbusiness,shares
[54] shares,retain
[54] retain,customers
[54] customers,make
[54] make,ones
[54] ones,applying
[54] applying,few
[54] few,clever

Top Word Pairs in Tweet in G3:
[2195] #cx,#women
[2195] #women,#ehealth
[1704] #finserv,#fashiontech
[1453] #mwc22,#cx
[1432] #datascientist,#cloud
[1431] #cloud,#digital
[1335] #ces2023,#finserv
[1288] #digital,#mwc22
[1277] #ehealth,#data
[1277] #data,#ces2023

Top Word Pairs in Tweet in G4:
[118] #cx,#custserv
[90] #custserv,#ex
[90] #ex,#rox
[56] #rox,#experienceeconomy
[40] #defi,#daos
[39] #infinitejourneys,#designthinking
[35] #experienceeconomy,#infinitejourneys
[35] #daos,#nfts
[34] #futureback,#futureofwork
[33] #designthinking,#futureback

Top Word Pairs in Tweet in G5:
[12] latest,techreview
[11] techreview,#infosyscobalt
[11] #infosyscobalt,infosys
[11] infosys,connected
[11] connected,world
[11] world,delivering
[11] delivering,best
[11] best,class
[11] class,customer
[11] customer,experience

Top Word Pairs in Tweet in G6:
[7] industry,analyst
[7] analyst,dick
[7] dick,bucci
[7] bucci,shares
[7] shares,ways
[7] ways,#contactcenters
[7] #contactcenters,keep
[7] keep,#cx
[7] #cx,high
[7] high,lowering

Top Word Pairs in Tweet in G7:
[6] co,authored
[6] authored,bcg
[6] bcg,mark
[6] mark,abraham
[5] #marketing,#cx
[5] age,#ai
[5] #cx,#women
[5] #women,#ehealth
[5] #ces2023,#finserv
[5] #finserv,#fashiontech

Top Word Pairs in Tweet in G8:
[15] #cx,#customersuccess
[12] customer,experience
[6] #automotive,#retail
[6] few,see
[4] difference,between
[4] auto,industry
[4] industry,embrace
[4] embrace,digital
[4] digital,first
[4] first,customer

Top Word Pairs in Tweet in G9:
[21] award,years'
[20] years',#cxawards22
[16] contact,centre
[14] cxtodaynews,congratulations
[10] congratulations,webex
[10] webex,winning
[10] winning,best
[10] best,contact
[9] cxtodaynews,interview
[9] #contactcentre,#contactcenter

Top Word Pairs in Tweet in G10:
[7] #cx,#marketing
[7] expérience,client
[6] learning,ericsson
[6] ericsson,#5g
[6] #5g,services
[6] services,advancing
[6] advancing,#sustainability
[6] #sustainability,passive
[6] passive,cooling
[6] cooling,25

Top Replied-To
Top Replied-To in Entire Graph:
@jtwatkin
@jennysuedempsey
@hyken
@blakemichellem
@tsiacommunity
@tjfive9
@enricomolinari
@syncceptance
@adsolutionsceo
@cgnascimbene

Top Replied-To in G1:
@enricomolinari
@dynamiccio

Top Replied-To in G3:
@tsiacommunity
@tjfive9
@pindrop
@onalytica
@cuevas27

Top Replied-To in G4:
@jtwatkin
@hyken
@jennysuedempsey
@blakemichellem
@nvidia
@tanujdiwan
@customerisfirst
@sapindustries

Top Replied-To in G5:
@sallyeaves
@getwavelo

Top Replied-To in G7:
@harvardbiz

Top Replied-To in G8:
@wswmuc
@stowers
@akwyz

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@enilev
@betamoroney
@nitin_nitinsr
@kred
@eli_krumova
@miriamasensi
@enricomolinari
@kirkdborne
@mentalmarketer

Top Mentioned in G1:
@chidambara09
@nitin_nitinsr
@kred
@eli_krumova
@miriamasensi
@enricomolinari
@kirkdborne
@dynamiccio
@pinakilaskar
@spotify

Top Mentioned in G2:
@inspirefireco
@retailingafrica
@shathamaskiry
@esadvisorysvcs
@fluidtopics
@blastpointinc
@usabilitygeek
@redk_uk
@mercymkushi
@biz_retail

Top Mentioned in G3:
@chidambara09
@enilev
@betamoroney
@mikequindazzi
@nitin_nitinsr
@aragonresearch1
@harry_robots
@five9_emea
@fisher85m
@ricardosgulko

Top Mentioned in G4:
@mentalmarketer
@hyken
@stephaniethum
@debbieszumylo
@cmswire
@customerisfirst
@jtwatkin
@theccdoctor
@tanujdiwan
@ndytg

Top Mentioned in G5:
@psb_dc
@techreview
@infosys
@sap
@tamaramccleary
@endress_hauser
@qualtrics
@jblefevre60
@wswmuc
@enricomolinari

Top Mentioned in G6:
@verint
@zendesk
@genesys
@extremeelive
@adrianswinscoe
@kerrystellmach
@brianga35880840
@verintamy
@salesforce
@paultessier_cx

Top Mentioned in G7:
@harvardbiz
@chidambara09
@davidedelman
@stratorob
@ume_kyd
@guzmand
@meghanmbiro
@kkruse
@rethink_retail
@venturebeat

Top Mentioned in G8:
@wswmuc
@ross_quintana
@ibm
@ibm_ix
@marshacollier
@davidsmith4324
@peterlavers
@andrewincontact
@future_shipping
@akwyz

Top Mentioned in G9:
@cxtodaynews
@webex
@g3_k
@ringcentraluk
@raghuravinutala
@yellowdotai
@avaya
@talkdesk
@johnsonkathiec
@ccw_digital

Top Mentioned in G10:
@anthonyrochand
@relationcltmag
@ericsson
@glengilmore
@visibiliz
@mentio
@zdnet
@seo_quantum
@comarketingnews
@unfoldlabs

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@jornalistavitor
@sectest9
@cybersec_feeds
@paoloigna1
@chidambara09
@piyuanker12
@xaelbot
@codedailybot
@javascriptd

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@piyuanker12
@xaelbot
@codedailybot
@javascriptd
@thedeveloperbot
@cybersecurityn8
@ipythonistabot
@morolswediu

Top Tweeters in G2:
@cas_2050001283
@intensive911
@tomoales
@mercymkushi
@victorvquijano
@jenstirrup
@brazilsfe
@andresvilarino
@shathamaskiry
@mgifford

Top Tweeters in G3:
@chidambara09
@evankirstel
@coder_487
@discovertech3
@koudaiin
@ml_tweet_bot
@education_24x7
@caring_mobile
@rwang0
@lkafle

Top Tweeters in G4:
@lorimoreno
@pythonexpertbot
@gvalan
@juliebhunt
@designthinkbot
@shashib
@stcpay_ksa
@drjdrooghaag
@techpearce2
@sprintbaseb

Top Tweeters in G5:
@sudeepkhatri
@simonlporter
@data_nerd
@kuriharan
@jblefevre60
@tmsmtomotomo
@bjadams156
@ipfconline1
@psb_dc
@norbertpiske

Top Tweeters in G6:
@vodafone_es
@hiringcare
@salesforce
@trab_bot
@km_delivery
@zendesk
@shanmugasundarz
@computerworldes
@idcspain
@ciospain

Top Tweeters in G7:
@jornalistavitor
@ansisegle
@vrretweeter
@meghanmbiro
@katenasser
@jeffsheehan
@venturebeat
@fortivus
@vladobotsvadze
@amabaie

Top Tweeters in G8:
@rockchristopher
@marshacollier
@akwyz
@grattonboy
@yvesmulkers
@nealschaffer
@topcybernews
@iangertler
@billquiseng
@ross_quintana

Top Tweeters in G9:
@akixi
@ventanaresearch
@webex
@callcentrehelp
@uctodaynews
@avaya
@robscottnews
@talkdesk
@ccw_digital
@ringcentraluk

Top Tweeters in G10:
@paoloigna1
@nomoreslaves
@tonybodoh
@zdnet
@adamsconsulting
@anthonyrochand
@sebbourguignon
@pierrealainvota
@glengilmore
@labordeolivier


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