custexp, Twitter, 8/9/2020 2:01:02 AM, 232196


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custexp_2020-08-08_18-14-24.xlsx
custexp_2020-08-08_18-14-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 09, 2020
Short Description:
custexp via NodeXL https://bit.ly/31Bm4qn
@balaji_sandiego
@annettefranz
@debbieszumylo
@hyken
@mycustomer
@ricardosgulko
@stephaniethum
@billquiseng
@cxpa_assoc
@unfoldprints

Top hashtags:
#custexp
#cx
#cxm
#customerexperience
#custserv
#customerservice
#cctr

Description:
Description
The graph represents a network of 471 Twitter users whose tweets in the requested range contained "custexp", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 09 August 2020 at 01:18 UTC.

The requested start date was Sunday, 09 August 2020 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 11-day, 7-hour, 5-minute period from Sunday, 26 July 2020 at 00:11 UTC to Thursday, 06 August 2020 at 07:16 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 : 471
Unique Edges : 402
Edges With Duplicates : 1740
Total Edges : 2142
Number of Edge Types : 5
Mentions : 579
Tweet : 869
Retweet : 268
MentionsInRetweet : 424
Replies to : 2
Self-Loops : 873
Reciprocated Vertex Pair Ratio : 0.0972886762360447
Reciprocated Edge Ratio : 0.177325581395349
Connected Components : 63
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 336
Maximum Edges in a Connected Component : 1736
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.546908
Graph Density : 0.00310791886886209
Modularity : 0.260426
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 471 Twitter users whose tweets in the requested range contained "custexp", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 09 August 2020 at 01:18 UTC.

The requested start date was Sunday, 09 August 2020 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 11-day, 7-hour, 5-minute period from Sunday, 26 July 2020 at 00:11 UTC to Thursday, 06 August 2020 at 07:16 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 : custexp
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:
[18] https://cx-journey.com/2020/07/journey-mapping-workshops-do-you-have-the-right-participants.html
[13] https://pod.co/science-of-cx/designing-a-customer-centric-culture-with-annette-franz
[12] https://searchcustomerexperience.techtarget.com/feature/Simplify-employee-and-customer-experiences-to-adapt-and-grow
[11] https://www.mycustomer.com/service/management/how-six-principles-of-organisational-adaptiveness-can-provide-cx-resilience?platform=hootsuite
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231124
[9] https://beyondphilosophy.com/books/
[8] https://buff.ly/33ojR46
[8] https://pivotpointsolutions.net/2014/12/03/customer-experience-at-small-companies/
[7] https://cx-journey.com/2020/07/updating-your-journey-maps.html
[7] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=&eventid=2504886&sessionid=1&key=D0825ABB457D675D5645414E8FE11E93®Tag=&sourcepage=register

Top URLs in Tweet in G1:
[6] https://www.proprofs.com/c/customer-support/omni-channel-experience/?utm_content=135710892&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[6] https://beyondphilosophy.com/books/
[4] https://www.marketingweek.com/customer-experience-helping-brands-succeed-covid-19/?utm_content=135853792&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[3] https://www.forbes.com/sites/forbescommunicationscouncil/2020/08/03/cx-leadership-lessons-to-humanize-your-business/?utm_content=136324942&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853#47571467156c
[3] https://www.zdnet.com/article/does-cx-matter-to-the-enterprise-cloud-absolutely/?utm_content=133198273&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[3] https://smartercx.com/4-tips-to-boost-remote-employee-engagement/?utm_content=136114955&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[2] https://www.eglobalis.com/how-complexities-prevent-and-improve-employee-and-customer-experience/?utm_content=135567883&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[2] https://www.retailcustomerexperience.com/blogs/journey-mapping-in-the-customer-experience/?utm_content=135401380&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[2] https://beyondphilosophy.com/the-big-mistake-people-make-with-ai/
[2] https://www.stevecurtin.com/blog/three-simple-ways-to-improve-cx/

Top URLs in Tweet in G2:
[5] https://www.linkedin.com/pulse/inspectors-influence-how-watchdogs-sway-customer-us-thum-ccxp
[4] https://www.cmswire.com/customer-experience/why-some-customer-experience-initiatives-fail-at-the-executive-level/?utm_source=t.co&utm_medium=social&utm_content=dlvr.it-cmswire
[3] https://cxindex.com/company/blog/7-surprising-cx-facts/
[3] https://www.linkedin.com/pulse/can-cx-techniques-solve-maze-us-government-ecosystem-thum-ccxp/
[3] https://twitter.com/i/moments/1287422962828824576
[2] https://www.mycustomer.com/community/blogs/plaughlin/four-collaboration-tips-for-enhancing-customer-experiences#.Xx7OKI5CR2s.twitter
[1] https://www.cmswire.com/customer-experience/why-some-customer-experience-initiatives-fail-at-the-executive-level/
[1] https://twitter.com/JuliaAhlfeldt/status/1274930178637074432
[1] https://beyondphilosophy.com/employee-happiness-is-the-key-to-an-excellent-customer-experience/
[1] https://www.engati.com/blog/developing-a-cx-program-of-work

Top URLs in Tweet in G3:
[10] https://searchcustomerexperience.techtarget.com/feature/Simplify-employee-and-customer-experiences-to-adapt-and-grow
[6] https://www.mycustomer.com/service/management/how-six-principles-of-organisational-adaptiveness-can-provide-cx-resilience?platform=hootsuite
[3] https://www.eglobalis.com/is-customer-experience-diversity-and-inclusiveness-real-or-imagined/
[2] https://customerthink.com/the-6-cx-fundamentals-of-organizational-and-human-adaptiveness/
[2] https://www.eglobalis.com/6-ways-to-boost-cx-customer-experience-adoption-growth/
[2] http://voxcentrix.com/blog/2020/07/30/7-killer-tactics-for-creating-amazing-customer-experiences/?utm_content=buffer57f54&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://hyken.com/customer-loyalty/5-top-customer-service-articles-july-27-2020/?utm_content=buffere7f5e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.eglobalis.com/how-complexities-prevent-and-improve-employee-and-customer-experience/
[1] https://www.eglobalis.com/retail-digital-customer-experience-can-still-satisfy-europeans-during-covid-19/
[1] https://www.eglobalis.com/how-complexities-prevent-and-improve-employee-and-customer-experience/?utm_content=135567883&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853

Top URLs in Tweet in G4:
[18] https://cx-journey.com/2020/07/journey-mapping-workshops-do-you-have-the-right-participants.html
[13] https://pod.co/science-of-cx/designing-a-customer-centric-culture-with-annette-franz
[7] https://buff.ly/33ojR46
[6] https://www.getfeedback.com/resources/cx/bridging-the-gap-between-marketing-and-cx/
[6] https://cx-journey.com/2020/07/updating-your-journey-maps.html
[6] https://cx-journey.com/2019/07/one-more-journey-mapping-mistake.html
[5] https://blog.engati.com/empathizing-with-customers-annette-franz/
[5] https://marketoonist.com/2020/07/cx.html?utm_source=Marketoon+of+the+Week&utm_campaign=ca0cf4b60d-EMAIL_CAMPAIGN_2018_0429_COPY_01&utm_medium=email&utm_term=0_4ae9870613-ca0cf4b60d-179388565
[5] https://pod.co/science-of-cx/customer-journey-orchestration-with-mark-smith-of-kitewheel
[4] https://buff.ly/2PtB2ta

Top URLs in Tweet in G5:
[7] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=&eventid=2504886&sessionid=1&key=D0825ABB457D675D5645414E8FE11E93®Tag=&sourcepage=register
[7] https://www.mycustomer.com/customer-experience/loyalty/how-cx-professionals-can-make-themselves-indispensable-during-tough?platform=hootsuite
[6] https://www.mycustomer.com/customer-experience/loyalty/why-customer-emotion-is-more-important-than-ever-and-how-to-respond?platform=hootsuite
[6] https://www.mycustomer.com/customer-experience/loyalty/how-to-reimagine-your-customer-experience-in-a-time-of-change-your-first?platform=hootsuite
[6] https://www.mycustomer.com/hub/how-to-serve-your-customers-emotional-needs
[5] https://www.mycustomer.com/service/management/how-six-principles-of-organisational-adaptiveness-can-provide-cx-resilience?platform=hootsuite
[5] https://www.mycustomer.com/customer-experience/loyalty/why-cx-has-become-more-religion-than-strategy-and-why-thats-a-problem?platform=hootsuite
[5] https://www.mycustomer.com/customer-experience/engagement/how-one-cx-team-saved-its-company-from-crisis?platform=hootsuite
[4] https://www.mycustomer.com/customer-experience/voice-of-the-customer/what-is-deep-listening-and-how-can-it-keep-your-customer?platform=hootsuite
[4] https://www.mycustomer.com/customer-experience/engagement/seven-ways-to-turn-customer-and-employee-empathy-into-action?platform=hootsuite

Top URLs in Tweet in G6:
[6] http://insights.btoes.com/customer-experience-lessons-straight-from-the-t?utm_source=Twitter&utm_medium=Twitter&utm_campaign=Article%20unique%20URL%20for%20twitter
[3] https://thetaylorreachgroup.com/looking-at-the-post-covid-19-contact-center/
[2] https://thetaylorreachgroup.com/engaging-employees-at-any-distance/
[2] https://cxm.co.uk/the-problem-with-delighting-our-customers/
[2] https://www.zendesk.com/blog/5-tips-for-setting-expectations-around-in-house-help-desks/
[2] https://blog.contactcenterpipeline.com/2020/07/covid-19-impact-recalibrating-human-ai-roles-in-the-contact-center-part-1/
[2] https://www.callcentrehelper.com/customer-service-language-159568.htm
[2] https://customerthink.com/3-ways-headless-commerce-helps-you-adapt-faster-to-future-technology-trends/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+customerthink+%28CustomerThink%29
[2] https://customerthink.com/why-you-market-to-people-and-not-your-customer-database/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+customerthink+%28CustomerThink%29
[2] https://customerthink.com/how-to-be-competitive-in-a-post-covid-world/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+customerthink+%28CustomerThink%29

Top URLs in Tweet in G7:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231124
[3] https://bit.ly/2Penod1
[2] https://blog.contactcenterpipeline.com/2020/07/caring-for-customers-during-a-pandemic/
[2] https://www.callcentrehelper.com/customer-experience-management-tools-159911.htm
[2] http://www.customerexperienceinsight.com/covid-aftermath-customer-expectations/#CX
[2] https://soulpageit.com/how-businesses-are-using-data-to-improve-customer-experience/?utm_content=136268240&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[1] https://www.eglobalis.com/is-customer-experience-diversity-and-inclusiveness-real-or-imagined/
[1] https://customerthink.com/cx-and-covid-19-whats-the-same-whats-changed-and-whats-to-do/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+customerthink+%28CustomerThink%29
[1] https://customerthink.com/your-competition-isnt-who-you-think-it-is/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+customerthink+%28CustomerThink%29
[1] https://customerthink.com/four-tips-for-call-centers-to-embrace-long-term-remote-work-productively/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+customerthink+%28CustomerThink%29

Top URLs in Tweet in G8:
[1] https://podcasts.apple.com/us/podcast/leading-teams-to-deliver-amazing-guest-experiences/id1148182610?i=1000485944095
[1] https://m.tiktok.com/v/6856825308163706118.html?_d=secCgsIARCbDRgBIAIoARI%2BCjwvnZLZS3X5KmVcKSmL%2Bv5RDWmBauxdQ%2F5XHIBBNX0%2FYulIOtsEXnb0fRuKRatgO1lsqpZrppL8sBa%2B%2FnYaAA%3D%3D&language=en&preview_pb=0&share_item_id=6856825308163706118×tamp=1596481017&tt_from=twitter&u_code=d8lf24i1lhel8c&user_id=6748424080338895877&utm_campaign=client_share&utm_medium=ios&utm_source=twitter
[1] https://buff.ly/2Pi5Fl1

Top URLs in Tweet in G9:
[3] https://fonolo.com/blog/2020/07/covid-has-already-changed-customer-perceptions/
[2] https://ift.tt/2DhtlDG
[1] https://ift.tt/3ictXJH
[1] https://www.interactions.com/blog/industry/the-power-of-voice-for-utility-providers/
[1] https://www.stevecurtin.com/blog/three-simple-ways-to-improve-cx/
[1] https://www.8x8.com/blog/organizational-silos-the-experience-killer
[1] https://blog.contactcenterpipeline.com/2019/08/inside-view-fannie-mae/
[1] https://bit.ly/33rL0U8
[1] https://www.confirmit.com/Resources/Voice-of-the-Customer/blog-insights-making-sense-of-2020-k7a/
[1] https://okt.to/yxRchr

Top URLs in Tweet in G10:
[3] https://medium.com/@SoftClouds/covid19-the-force-that-triggered-cx-digital-transformation-412f25116644?utm_content=135727765&utm_medium=social&utm_source=twitter&hss_channel=tw-776169592615870464

Top Domains
Top Domains in Tweet in Entire Graph:
[454] pivotpointsolutions.net
[85] mycustomer.com
[71] cx-journey.com
[56] customerthink.com
[33] buff.ly
[32] bit.ly
[25] linkedin.com
[20] twitter.com
[18] pod.co
[17] mopinion.com

Top Domains in Tweet in G1:
[9] beyondphilosophy.com
[6] proprofs.com
[6] buff.ly
[5] forbes.com
[4] smartercx.com
[4] marketingweek.com
[4] hyken.com
[3] zdnet.com
[2] eglobalis.com
[2] retailcustomerexperience.com

Top Domains in Tweet in G2:
[10] linkedin.com
[5] cmswire.com
[4] twitter.com
[3] mycustomer.com
[3] cxindex.com
[2] iris.xyz
[1] beyondphilosophy.com
[1] engati.com
[1] cx-journey.com
[1] adweek.com

Top Domains in Tweet in G3:
[10] techtarget.com
[8] eglobalis.com
[6] mycustomer.com
[4] buff.ly
[3] forbes.com
[3] hyken.com
[2] customerthink.com
[2] deniseleeyohn.com
[2] voxcentrix.com
[1] twitter.com

Top Domains in Tweet in G4:
[63] cx-journey.com
[20] buff.ly
[18] pod.co
[6] getfeedback.com
[6] engati.com
[5] marketoonist.com
[4] contactcenternation.com
[3] forbes.com
[2] customerthink.com
[2] ow.ly

Top Domains in Tweet in G5:
[74] mycustomer.com
[9] genesys.com
[9] twitter.com
[7] on24.com
[7] cx-journey.com
[5] customerthink.com
[4] beyondphilosophy.com
[4] iris.xyz
[2] hashtag.cx
[1] qualtrics.com

Top Domains in Tweet in G6:
[30] customerthink.com
[10] mopinion.com
[9] thetaylorreachgroup.com
[9] callcentrehelper.com
[6] co.uk
[6] linkedin.com
[6] cmswire.com
[6] btoes.com
[5] contactcenterpipeline.com
[5] cvsoci.al

Top Domains in Tweet in G7:
[14] customerthink.com
[10] nodexlgraphgallery.org
[8] callcentrehelper.com
[3] thetaylorreachgroup.com
[3] bit.ly
[2] contactcenterpipeline.com
[2] customerexperienceinsight.com
[2] soulpageit.com
[1] eglobalis.com
[1] toistersolutions.com

Top Domains in Tweet in G8:
[1] apple.com
[1] tiktok.com
[1] buff.ly

Top Domains in Tweet in G9:
[3] ift.tt
[3] fonolo.com
[2] okt.to
[1] interactions.com
[1] stevecurtin.com
[1] 8x8.com
[1] contactcenterpipeline.com
[1] bit.ly
[1] confirmit.com

Top Domains in Tweet in G10:
[3] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1215] custexp
[938] cx
[483] cxm
[192] customerexperience
[180] custserv
[126] customerservice
[116] cctr
[112] contactcenter
[96] callcenter
[66] marketing



Top Hashtags in Tweet in G1:
[55] custexp
[45] cx
[18] customerexperience
[8] beyondphilosophy
[6] cxe
[4] custserv
[4] customerdrivengrowth
[3] motivation
[3] customerexeperience
[3] cloudcomputing

Top Hashtags in Tweet in G2:
[48] cx
[48] custexp
[19] customerexperience
[14] government
[10] customer
[7] webinars
[6] voc
[6] metrics
[6] cxunplugged
[5] pandemic

Top Hashtags in Tweet in G3:
[40] custexp
[14] cx
[12] customerexperience
[7] icmichat
[7] customerservice
[6] cctr
[5] contactcenter
[4] cxchat
[4] leadership
[4] employeeexperience

Top Hashtags in Tweet in G4:
[118] custexp
[88] cx
[40] empexp
[37] journeymapping
[17] customercentricity
[16] culture
[16] designthinking
[15] scienceofcx
[14] customerunderstanding
[11] stevepappas

Top Hashtags in Tweet in G5:
[114] custexp
[55] cx
[35] custserv
[10] marketing
[6] cctr
[6] emotion
[6] customerservice
[4] voc
[4] empexp
[3] metrics

Top Hashtags in Tweet in G6:
[142] custexp
[88] cx
[71] custserv
[70] customerexperience
[65] cctr
[64] contactcenter
[63] callcenter
[63] customerservice
[15] marketing
[8] sales

Top Hashtags in Tweet in G7:
[41] custexp
[40] cx
[32] cctr
[32] custserv
[30] customerexperience
[29] customerservice
[27] callcenter
[27] contactcenter
[4] ai
[3] covid19

Top Hashtags in Tweet in G8:
[5] custexp
[4] cx
[2] leadership
[2] newnormal
[1] guest
[1] b2c
[1] marketing
[1] brand
[1] employeeengagement
[1] sales

Top Hashtags in Tweet in G9:
[15] custexp
[11] cx
[8] custserv
[2] voc
[2] textanalytics
[2] insight
[1] silos
[1] customercentric
[1] contactcenter
[1] cctr

Top Hashtags in Tweet in G10:
[3] cx
[3] custexp
[3] dx

Top Words
Top Words in Tweet in Entire Graph:
[1217] #custexp
[937] #cx
[558] customer
[483] #cxm
[288] experience
[192] #customerexperience
[180] #custserv
[176] cx
[126] #customerservice
[125] service

Top Words in Tweet in G1:
[55] #custexp
[45] #cx
[32] experience
[26] customer
[20] check
[18] #customerexperience
[16] balaji_sandiego
[11] cx
[11] hyken
[8] business

Top Words in Tweet in G2:
[48] #cx
[48] #custexp
[28] stephaniethum
[26] customer
[19] #customerexperience
[16] experience
[15] great
[14] influence
[14] #government
[13] customers

Top Words in Tweet in G3:
[40] #custexp
[30] customer
[17] ricardosgulko
[14] hyken
[13] #cx
[12] #customerexperience
[11] experiences
[11] good
[10] employee
[9] simplify

Top Words in Tweet in G4:
[118] #custexp
[100] cx
[91] journey
[86] #cx
[60] annettefranz
[60] customer
[46] gt
[40] #empexp
[38] journeyâ
[37] #journeymapping

Top Words in Tweet in G5:
[114] #custexp
[73] customer
[55] #cx
[38] cx
[37] experience
[35] #custserv
[23] more
[21] service
[21] six
[17] empathy

Top Words in Tweet in G6:
[142] #custexp
[88] #cx
[71] #custserv
[70] #customerexperience
[65] #cctr
[64] #contactcenter
[63] #callcenter
[63] #customerservice
[40] customer
[25] experience

Top Words in Tweet in G7:
[41] #custexp
[40] #cx
[32] #cctr
[32] #custserv
[30] #customerexperience
[29] #customerservice
[27] #callcenter
[27] #contactcenter
[20] customer
[13] experience

Top Words in Tweet in G8:
[6] servicerecipe
[6] never
[6] truly
[6] know
[6] going
[6] someone
[6] actions
[6] simple
[6] smile
[6] holding

Top Words in Tweet in G9:
[15] #custexp
[11] read
[11] #cx
[8] good
[8] gt
[8] #custserv
[7] customer
[3] covid
[3] already
[3] changed

Top Words in Tweet in G10:
[3] top
[3] digital
[3] transformations
[3] due
[3] covid19
[3] thus
[3] far
[3] #cx
[3] #custexp
[3] #dx

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[567] #custexp,#cx
[482] #cxm,#custexp
[230] customer,experience
[136] #cx,#custexp
[102] #custserv,#cx
[97] customer,service
[90] #customerservice,#custexp
[90] #callcenter,#contactcenter
[89] #customerexperience,#customerservice
[89] #cx,#cctr

Top Word Pairs in Tweet in G1:
[35] #cx,#custexp
[20] customer,experience
[15] #custexp,#customerexperience
[7] check,hyken
[6] omni,channel
[6] channel,experience
[6] experience,implement
[6] implement,examples
[6] examples,#cx
[6] experience,#cx

Top Word Pairs in Tweet in G2:
[15] #cx,#custexp
[11] inspectors,general
[11] growing,influence
[10] general,growing
[10] influence,#customer
[10] #customer,experience
[10] experience,practices
[10] practices,federal
[10] federal,#government
[9] customer,experiences

Top Word Pairs in Tweet in G3:
[10] employee,customer
[10] customer,experiences
[9] adapt,grow
[8] simplify,employee
[8] experiences,adapt
[8] know,good
[8] good,deal
[6] mycustomer,six
[6] six,principles
[6] principles,organisational

Top Word Pairs in Tweet in G4:
[61] #custexp,#cx
[41] cx,journey
[38] cx,journeyâ
[31] journey,mapping
[30] customer,experience
[25] gt,gt
[21] mapping,workshops
[19] #cx,#custexp
[19] workshops,right
[19] right,participants

Top Word Pairs in Tweet in G5:
[36] customer,experience
[28] #custserv,#custexp
[23] #custexp,#cx
[21] #cx,#custserv
[13] customer,service
[11] deep,listening
[10] reimagine,customer
[10] experience,time
[10] time,change
[10] change,first

Top Word Pairs in Tweet in G6:
[62] #custserv,#cx
[62] #cx,#cctr
[62] #cctr,#callcenter
[62] #callcenter,#contactcenter
[62] #contactcenter,#customerexperience
[62] #customerexperience,#customerservice
[62] #customerservice,#custexp
[16] customer,experience
[10] covid,19
[10] #cx,#custexp

Top Word Pairs in Tweet in G7:
[31] #custserv,#cx
[27] #cx,#cctr
[27] #cctr,#callcenter
[26] #callcenter,#contactcenter
[25] #contactcenter,#customerexperience
[25] #customerexperience,#customerservice
[25] #customerservice,#custexp
[13] custserv,nodexl
[13] nodexl,hm_custserv
[13] grazytgrazynatt,billquiseng

Top Word Pairs in Tweet in G8:
[6] never,truly
[6] truly,know
[6] know,going
[6] going,someone
[6] someone,actions
[6] actions,simple
[6] simple,smile
[6] smile,holding
[6] holding,open
[6] open,door

Top Word Pairs in Tweet in G9:
[8] good,read
[8] read,gt
[8] #custexp,#custserv
[8] #custserv,#cx
[3] gt,covid
[3] covid,already
[3] already,changed
[3] changed,customer
[3] customer,perceptions
[3] perceptions,#custexp

Top Word Pairs in Tweet in G10:
[3] top,digital
[3] digital,transformations
[3] transformations,due
[3] due,covid19
[3] covid19,thus
[3] thus,far
[3] far,#cx
[3] #cx,#custexp
[3] #custexp,#dx
[2] unfoldprints,top

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@annettefranz
@hyken
@stephaniethum
@mycustomer
@ricardosgulko
@balaji_sandiego
@colinshaw_cx
@billquiseng
@genesys
@cmswire

Top Mentioned in G1:
@balaji_sandiego
@hyken
@drjdrooghaag
@smartercx
@enricomolinari
@sallyeaves
@ronald_vanloon
@kaigrunwitz
@tedingscx
@alek_w_o

Top Mentioned in G2:
@stephaniethum
@domnicastro
@cmswire
@callmejakeaight
@cxpert
@jtwatkin
@annettefranz
@debbieszumylo
@dbeaumont266
@jeanniecw

Top Mentioned in G3:
@ricardosgulko
@hyken
@techtarget
@mycustomer
@t
@ttbusinesstech
@deniseleeyohn
@forbes
@balaji_sandiego
@mvollmer1

Top Mentioned in G4:
@annettefranz
@getengati
@panviva
@ctctrnation
@cmswire
@phil_britt
@getfeedback
@cxconnoisseur
@debbieszumylo

Top Mentioned in G5:
@genesys
@mycustomer
@colinshaw_cx
@pdorrington
@drnatalie
@adrianswinscoe
@sethgrimes
@sampsonlee_cx
@ricardosgulko
@annettefranz

Top Mentioned in G6:
@ladyjaney75

Top Mentioned in G7:
@hyken
@hm_custserv
@grazytgrazynatt
@billquiseng
@influencerprom1
@fmfrancoise
@marshacollier
@balaji_sandiego
@ipfconline1

Top Mentioned in G8:
@servicerecipe
@cxpa_assoc
@nsaspeaker
@ahla
@werrestaurants
@annettefranz

Top Mentioned in G9:
@confirmit
@fanniemae
@flavmartins
@debbieszumylo
@customerisfirst
@carolynh_cx
@quirksmr
@forrester
@susanhash

Top Mentioned in G10:
@unfoldprints
@sof
@softclouds
@oraclecx
@oraclenews
@drjdrooghaag
@sallyeaves
@fklivestolearn
@junjudapi
@alaricaloor

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@diapermakeovers
@buffer
@andrewmorrisuk
@marshacollier
@gezgintrk
@akwyz
@ssxman2
@gvalan
@wsj

Top Tweeters in G1:
@akwyz
@thomaspower
@mjoehlerich
@zdnet
@kuriharan
@warrenwhitlock
@jblefevre60
@techpearce2
@ccprakay
@dinisguarda

Top Tweeters in G2:
@katenasser
@adweek
@eric_kavanagh
@cmswire
@prisus
@clearaction
@sueduris
@premdas18499269
@jeanniecw
@hollychessman

Top Tweeters in G3:
@forbes
@tedrubin
@franciungaro
@mvollmer1
@ronald_vanloon
@hyken
@deniseleeyohn
@paolofabrizio71
@enricomolinari
@medium

Top Tweeters in G4:
@designthinkbot
@starbucks
@sheldonays
@sprintbaseb
@annettefranz
@dr_rodgonza
@vivektweetsso
@customerthink
@cxjourney
@jeannebliss

Top Tweeters in G5:
@chidambara09
@buffer
@gezgintrk
@iris_xyz
@terriklass
@colinshaw_cx
@drnatalie
@cxinsider
@annasabryan
@mycustomer

Top Tweeters in G6:
@brainzooming
@dangalante
@cliveandrews
@scottmckain
@vocnews_online
@userexpnews
@strategymaestro
@btoesinsights
@thomjeff
@vmbusiness

Top Tweeters in G7:
@marshacollier
@ssxman2
@fmfrancoise
@hm_custserv
@ipfconline1
@billquiseng
@metoscm
@colinsataylor
@svenesser
@microsmallbusi1

Top Tweeters in G8:
@star95011
@denbron77
@gurgling_mrd
@belfastbronco
@rabbyeauxec
@werrestaurants
@pooledm
@servicerecipe
@cxpa_assoc
@nsaspeaker

Top Tweeters in G9:
@flavmartins
@forrester
@confirmit
@susanhash
@customerisfirst
@quirksmr
@fanniemae
@natalia__suta
@carolynh_cx
@howardleelax

Top Tweeters in G10:
@gvalan
@junjudapi
@archonsec
@afigueiredo
@fogle_shane
@oraclenews
@fklivestolearn
@alaricaloor
@sof
@unfoldprints


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