custexp, Twitter, 6/21/2020 6:22:47 PM, 229707


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custexp_2020-06-20_22-13-48.xlsx
custexp_2020-06-20_22-13-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2020
Short Description:
custexp via NodeXL https://bit.ly/2BvmENm
@balaji_sandiego
@debbieszumylo
@kirkdborne
@annettefranz
@mycustomer
@hyken
@neilcdavey
@avdingus
@jeanniecw
@cxinsider

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

Description:
Description
The graph represents a network of 607 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, 21 June 2020 at 05:14 UTC.

The requested start date was Sunday, 21 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 5-hour, 48-minute period from Sunday, 07 June 2020 at 00:20 UTC to Saturday, 20 June 2020 at 06:09 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 : 607
Unique Edges : 506
Edges With Duplicates : 1809
Total Edges : 2315
Number of Edge Types : 5
Retweet : 442
MentionsInRetweet : 666
Mentions : 541
Tweet : 664
Replies to : 2
Self-Loops : 670
Reciprocated Vertex Pair Ratio : 0.0658682634730539
Reciprocated Edge Ratio : 0.123595505617978
Connected Components : 73
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 459
Maximum Edges in a Connected Component : 1958
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.355648
Graph Density : 0.00241951707526601
Modularity : 0.335224
NodeXL Version : 1.0.1.434
Data Import : The graph represents a network of 607 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, 21 June 2020 at 05:14 UTC.

The requested start date was Sunday, 21 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 5-hour, 48-minute period from Sunday, 07 June 2020 at 00:20 UTC to Saturday, 20 June 2020 at 06:09 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:
[42] http://www.datasciencecentral.com/profiles/blogs/the-future-is-bright-for-banking-1
[23] https://www.itproportal.com/features/digital-transformation-in-insurance-puts-the-customer-first/?utm_content=131397009&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[18] https://www.mycustomer.com/community/blogs/plaughlin/the-importance-of-compassion-in-cx-leadership?platform=hootsuite
[18] https://www.techiexpert.com/history-and-future-of-cloud-computing-means-for-cx/?utm_content=131235347&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[14] https://www.mycustomer.com/marketing/technology/how-can-we-make-personalisation-work-in-a-privacy-conscious-world?platform=hootsuite
[12] https://www.mycustomer.com/community/blogs/plaughlin/why-your-customer-experience-team-needs-clarity-and-how-to-deliver-it?platform=hootsuite
[9] https://beyondphilosophy.com/books/
[9] https://www.mycustomer.com/service/channels/how-to-find-the-right-balance-of-humandigital-service-for-your-new-customer-needs?platform=hootsuite
[9] https://medium.com/@SoftClouds/covid19-the-force-that-triggered-cx-digital-transformation-412f25116644?utm_content=131189063&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[9] https://www.mycustomer.com/customer-experience/engagement/comparing-the-roi-of-different-customer-experience-strategies?platform=hootsuite

Top URLs in Tweet in G1:
[14] https://www.mycustomer.com/marketing/technology/how-can-we-make-personalisation-work-in-a-privacy-conscious-world?platform=hootsuite
[9] https://cx-journey.com/2020/05/inform-your-cx-strategy-with-journey-maps.html
[9] https://blog.engati.com/empathizing-with-customers-annette-franz/
[8] https://www.mycustomer.com/service/channels/how-to-find-the-right-balance-of-humandigital-service-for-your-new-customer-needs?platform=hootsuite
[8] https://www.mycustomer.com/community/blogs/plaughlin/the-importance-of-compassion-in-cx-leadership?platform=hootsuite
[7] https://www.mycustomer.com/service/contact-centres/on-demand-webinar-how-to-maintain-customer-satisfaction-with-a-work-from?platform=hootsuite
[7] https://www.mycustomer.com/resources/rise-of-the-customer-experience-leader-2020-research-report?platform=hootsuite
[7] https://www.mycustomer.com/hub/corporate-social-responsibility-during-coronavirus?platform=hootsuite
[7] https://www.mycustomer.com/hub/delivering-customer-service-during-covid-19
[7] https://www.mycustomer.com/hub/the-essential-cx-leadership-toolkit

Top URLs in Tweet in G2:
[23] https://www.itproportal.com/features/digital-transformation-in-insurance-puts-the-customer-first/?utm_content=131397009&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[18] https://www.techiexpert.com/history-and-future-of-cloud-computing-means-for-cx/?utm_content=131235347&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[9] https://medium.com/@SoftClouds/covid19-the-force-that-triggered-cx-digital-transformation-412f25116644?utm_content=131189063&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[6] https://www.techiexpert.com/history-and-future-of-cloud-computing-means-for-cx/
[5] https://www.cmswire.com/customer-experience/where-the-customer-experience-focus-is-shifting-in-the-immediate-future/?utm_content=131834003&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[4] https://www.forbes.com/sites/adrianswinscoe/2020/06/17/now-is-the-time-for-a-conversational-approach-to-customer-experience/?utm_content=132091135&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[3] https://www.martechcube.com/top-3-ways-to-optimize-omnichannel-for-enhancing-your-customer-experience/?utm_content=131363813&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[1] https://twitter.com/wsj/status/1270721168731860992

Top URLs in Tweet in G3:
[5] http://www.cxaccelerator.com/post/10-ways-to-listen-to-customers-without-surveys
[5] https://www.eglobalis.com/customer-experience-act-boldly-to-protect-customers-and-employees/
[4] https://customerthink.com/customer-acquisition-cost-why-you-need-to-know-them-and-how-to-calculate-it-correctly/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+customerthink+%28CustomerThink%29
[3] https://cpl.thalesgroup.com/resources/software-monetization/increase-revenue-focusing-customer-experience-infographic
[2] https://customerthink.com/cx-during-a-pandemic-3-ways-to-empower-agents-and-meet-your-customers-where-they-are/
[2] https://customerthink.com/improve-your-voice-of-the-customer-program-focus-on-these-3-things/
[2] https://www.drnatalienews.com/blog/five-steps-to-strategically-choose-ai-for-customer-service?platform=hootsuite
[2] https://www.cmswire.com/customer-experience/building-a-big-picture-customer-experience-for-now-and-the-future/?platform=hootsuite
[2] https://www.genesys.com/blog/post/building-the-best-machine-for-the-race-to-the-cloud?platform=hootsuite
[2] https://customerthink.com/6-lessons-b2b-companies-can-learn-from-amazon/

Top URLs in Tweet in G4:
[38] http://www.datasciencecentral.com/profiles/blogs/the-future-is-bright-for-banking-1
[3] https://www.askdangalante.com/post/190950808396/what-i-learned-from-working-in-field-sales-in-nyc
[3] https://medium.com/@DanGalante/how-to-use-marketing-to-transform-the-organization-2be1fb56d70e
[2] https://twitter.com/kirkdborne/status/1270213777968029697
[2] https://www.askdangalante.com/post/189211819951/search-engine-marketing-trends-from-smx-east
[2] https://www.askdangalante.com/post/186727540796/how-voice-tech-is-innovating-marketing-customer
[2] https://medium.com/@DanGalante/why-free-low-cost-trials-and-loss-leaders-increase-sales-and-customer-loyalty-54194468999d?_branch_match_id=link-789879674620952239
[2] https://www.linkedin.com/slink?code=d7Auwig
[2] https://www.askdangalante.com/post/618476763783331840/why-free-trials-loss-leaders-increase-sales
[2] https://www.askdangalante.com/post/614126377428500480/4-ways-to-benefit-from-word-of-mouth-marketing

Top URLs in Tweet in G5:
[4] http://www.catchydomainnames.com/
[4] http://insights.btoes.com/customer-experience-lessons-straight-from-the-t?utm_source=Twitter&utm_medium=Twitter&utm_campaign=Article
[4] unique
[4] URL
[4] for
[4] twitter
[2] http://HowWeCanHelpYou.com
[2] https://fonolo.com/blog/2020/06/how-to-improve-contact-center-agent-performance/
[2] https://fonolo.com/blog/2020/06/4-major-risks-to-call-centers-after-the-pandemic/
[2] https://mopinion.com/tools-for-your-2019-marketing-technology-stack

Top URLs in Tweet in G6:
[7] https://katenasser.com/customer-experience-strategy-conquer-collaborate-leadership/
[4] https://katenasser.com/customer-experience-strategy-conquer-collaborate-leadership/#.XuDb457sxGI.twitter
[2] https://www.mycustomer.com/customer-experience/engagement/customers-want-reassurance-not-a-return-to-normality?platform=hootsuite
[2] https://www.mycustomer.com/customer-experience/engagement/comparing-the-roi-of-different-customer-experience-strategies?platform=hootsuite
[2] https://www.mycustomer.com/customer-experience/loyalty/the-dangers-of-giving-nps-goals-to-everyone-in-your-business?platform=hootsuite
[2] https://www.josephmichelli.com/blog/flip-the-feeling/
[1] https://www.mycustomer.com/customer-experience/engagement/four-cx-practices-that-will-prepare-brands-for-success-in-a-post?platform=hootsuite
[1] https://www.mycustomer.com/service/channels/how-to-find-the-right-balance-of-humandigital-service-for-your-new-customer-needs?platform=hootsuite
[1] https://www.mycustomer.com/community/blogs/plaughlin/why-your-customer-experience-team-needs-clarity-and-how-to-deliver-it?platform=hootsuite
[1] https://www.mycustomer.com/customer-experience/loyalty/does-covid-19-mean-that-customer-experience-is-no-longer-relevant?platform=hootsuite

Top URLs in Tweet in G7:
[10] https://www.mycustomer.com/community/blogs/plaughlin/the-importance-of-compassion-in-cx-leadership?platform=hootsuite
[5] https://www.mycustomer.com/community/blogs/plaughlin/why-your-customer-experience-team-needs-clarity-and-how-to-deliver-it?platform=hootsuite
[3] https://www.callcentrehelper.com/6-strategies-for-overcoming-objections-on-the-telephone-93513.htm
[3] https://thetaylorreachgroup.com/engaging-employees-at-any-distance/
[2] https://www.callcentrehelper.com/industry-professionals-leadership-advice-156729.htm
[1] https://www.cmswire.com/customer-experience/how-discounts-affect-customer-lifetime-value/?platform=hootsuite
[1] https://blog.contactcenterpipeline.com/2020/06/resiliency-in-the-age-of-pandemic/
[1] https://www.callcentrehelper.com/benefits-omnichannel-contact-centre-158305.htm
[1] https://www.callcentrehelper.com/benefits-ivr-158330.htm
[1] https://www.callcentrehelper.com/artificial-intelligence-explained-158333.htm

Top URLs in Tweet in G8:
[8] https://go.forrester.com/press-newsroom/forresters-us-2020-customer-experience-index-reveals-cx-quality-improved-dramatically-over-the-past-year/?utm_source=twitter&utm_medium=social&utm_content=forrweb&utm_campaign=cxna20&linkId=100000012981858
[2] https://go.forrester.com/cx-index-2020-results/?utm_source=twitter&utm_medium=social&utm_content=forrweb&utm_campaign=cxna20&utm_term=cx&linkId=100000012981419
[1] https://go.forrester.com/customer-experience-measurement-prioritization/?utm_source=twitter&utm_medium=social&utm_content=forrweb&utm_campaign=cxindex20&utm_term=cx&linkId=100000012536245

Top URLs in Tweet in G9:
[4] http://r.socialstudio.radian6.com/99e56bd0-606d-4ebd-a3f4-b31bdfe9c21b
[4] http://r.socialstudio.radian6.com/59f3dab4-072d-4d8c-bb0a-6e74f70a9267
[4] http://r.socialstudio.radian6.com/6423cce9-0334-4ef0-a003-40ab51752087
[4] http://r.socialstudio.radian6.com/99694c6b-f31d-4a8a-961e-f1b39991b849
[4] http://r.socialstudio.radian6.com/00fce636-44ae-49e1-9bcc-9cc3f9cb40ba
[4] http://r.socialstudio.radian6.com/0395bb53-d1ac-447f-b75f-a984466f877b
[2] https://www.edgeverve.com/finacle/casestudy/al-ahli-bank-kuwait/?cmpid=SOC_TWIn_appxel_261119&source=Digital&subsource=Website
[2] http://www.datasciencecentral.com/profiles/blogs/the-future-is-bright-for-banking-1
[1] http://r.socialstudio.radian6.com/db02c525-caab-44f2-8877-579e2cb5a0aa
[1] http://r.socialstudio.radian6.com/a831b607-818a-4ff8-bcf7-7b2b7bdd67ac

Top URLs in Tweet in G10:
[2] https://twitter.com/billquiseng/status/1272438737256034304
[1] https://twitter.com/Hyken/status/1270701499933495301
[1] https://twitter.com/RicardoSGulko/status/1269772672537419776
[1] https://hbr.org/2015/02/7-steps-to-deliver-better-customer-experiences?utm_medium=social&utm_campaign=postplanner&utm_source=twitter.com
[1] https://www.linkedin.com/pulse/re-opening-playbook-five-steps-re-engage-customers-employees-yohn/?trackingId=UJmTRjcPSOWSrzI4nP5p2w%3D%3D
[1] https://www.smartbrief.com/original/2020/05/protect-and-prepare-your-brand-post-coronavirus-world
[1] https://www.youtube.com/watch?v=SCHMoDH9qv4&feature=youtu.be

[1] https://hbr.org/2018/10/6-ways-to-build-a-customer-centric-culture
[1] https://twitter.com/strategyand/status/1272491051715084295
[1] https://www.forbes.com/sites/adrianswinscoe/2020/06/17/now-is-the-time-for-a-conversational-approach-to-customer-experience/

Top Domains
Top Domains in Tweet in Entire Graph:
[161] customerthink.com
[155] mycustomer.com
[90] cx-journey.com
[68] callcentrehelper.com
[49] twitter.com
[42] datasciencecentral.com
[35] linkedin.com
[32] mopinion.com
[28] thetaylorreachgroup.com
[28] radian6.com

Top Domains in Tweet in G1:
[122] mycustomer.com
[88] cx-journey.com
[20] twitter.com
[9] engati.com
[8] hyken.com
[6] quadient.com
[6] designhill.com
[4] techtarget.com
[4] customercontactweekdigital.com
[4] servicenow.com

Top Domains in Tweet in G2:
[24] techiexpert.com
[23] itproportal.com
[9] medium.com
[5] cmswire.com
[4] forbes.com
[3] martechcube.com
[1] twitter.com

Top Domains in Tweet in G3:
[66] customerthink.com
[22] callcentrehelper.com
[12] thetaylorreachgroup.com
[8] genesys.com
[6] contactcenterpipeline.com
[6] cmswire.com
[5] forbes.com
[5] cxaccelerator.com
[5] twitter.com
[5] eglobalis.com

Top Domains in Tweet in G4:
[38] datasciencecentral.com
[14] askdangalante.com
[12] mopinion.com
[6] dangalante.me
[6] medium.com
[4] customerthink.com
[3] twitter.com
[2] linkedin.com
[2] com.au
[2] forbes.com

Top Domains in Tweet in G5:
[22] customerthink.com
[13] mopinion.com
[9] callcentrehelper.com
[5] twitter.com
[4] catchydomainnames.com
[4] btoes.com
[4] fonolo.com
[3] customerbliss.com
[3] co.uk
[3] thetaylorreachgroup.com

Top Domains in Tweet in G6:
[15] mycustomer.com
[11] katenasser.com
[2] josephmichelli.com
[1] baymard.com
[1] marketingprofs.com
[1] datasciencecentral.com
[1] trbr.io
[1] callcentrehelper.com
[1] customerthink.com

Top Domains in Tweet in G7:
[35] customerthink.com
[25] callcentrehelper.com
[15] mycustomer.com
[13] linkedin.com
[8] thetaylorreachgroup.com
[6] twitter.com
[5] contactcenterpipeline.com
[1] cmswire.com
[1] customerattuned.com
[1] mailchi.mp

Top Domains in Tweet in G8:
[11] forrester.com

Top Domains in Tweet in G9:
[28] radian6.com
[2] edgeverve.com
[2] datasciencecentral.com

Top Domains in Tweet in G10:
[5] twitter.com
[2] hbr.org
[1] linkedin.com
[1] smartbrief.com
[1] youtube.com
[1] forbes.com
[1] ow.ly
[1] customerthink.com
[1] cx-journey.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1098] custexp
[795] cx
[418] custserv
[401] customerexperience
[295] cctr
[273] contactcenter
[269] customerservice
[261] callcenter
[114] marketing
[63] sales



Top Hashtags in Tweet in G1:
[271] custexp
[195] cx
[49] custserv
[27] culture
[27] cctr
[25] marketing
[23] empexp
[22] customerexperience
[22] leadership
[19] customercentricity

Top Hashtags in Tweet in G2:
[59] cx
[57] custexp
[32] customerexperience
[24] digitaltransformation
[9] covid_19
[1] dx
[1] retail
[1] covid19
[1] starbucks
[1] custserv

Top Hashtags in Tweet in G3:
[165] custexp
[154] cx
[128] custserv
[97] cctr
[94] contactcenter
[93] callcenter
[93] customerexperience
[91] customerservice
[7] voc
[5] ex

Top Hashtags in Tweet in G4:
[81] custexp
[53] marketing
[49] bigdata
[46] customeranalytics
[45] sales
[44] cx
[38] banking
[38] journeyanalytics
[30] ai
[25] machinelearning

Top Hashtags in Tweet in G5:
[125] custexp
[73] cx
[62] custserv
[59] customerexperience
[46] customerservice
[45] contactcenter
[43] cctr
[42] callcenter
[6] customerjourney
[6] customerengagement

Top Hashtags in Tweet in G6:
[24] custexp
[20] cx
[9] design
[8] custserv
[6] ux
[5] ecommerce
[5] cctr
[5] peopleskills
[4] psychology
[4] marketing

Top Hashtags in Tweet in G7:
[115] custexp
[92] cx
[87] custserv
[80] customerexperience
[73] cctr
[73] callcenter
[70] contactcenter
[70] customerservice
[11] designthinking
[11] insurance

Top Hashtags in Tweet in G8:
[12] custexp
[11] cx
[9] forrcx

Top Hashtags in Tweet in G9:
[30] custexp
[19] digitalbanking
[17] fintech
[17] digitaltransformation
[13] corebanking
[11] openbanking
[11] banking
[11] ai
[11] chatbots
[9] trulydigital

Top Hashtags in Tweet in G10:
[26] custexp
[10] cx
[10] brand
[7] thursdaythoughts
[3] branduilding
[2] leaders
[2] employeeexperience
[2] marketing
[1] culture
[1] ex

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[271] #custexp
[201] customer
[195] #cx
[138] cx
[121] experience
[101] journey
[95] annettefranz
[91] gt
[49] #custserv
[42] lt

Top Words in Tweet in G2:
[59] #cx
[57] #custexp
[56] balaji_sandiego
[32] #customerexperience
[32] customer
[29] future
[24] history
[24] cloud
[24] computing
[24] means

Top Words in Tweet in G3:
[165] #custexp
[154] #cx
[128] #custserv
[97] #cctr
[94] #contactcenter
[93] #callcenter
[93] #customerexperience
[91] #customerservice
[64] customer
[27] customers

Top Words in Tweet in G4:
[81] #custexp
[53] #marketing
[49] #bigdata
[46] #customeranalytics
[45] future
[45] #sales
[44] #cx
[38] bright
[38] #banking
[38] #journeyanalytics

Top Words in Tweet in G5:
[125] #custexp
[73] #cx
[62] #custserv
[59] #customerexperience
[46] #customerservice
[45] #contactcenter
[43] #cctr
[42] #callcenter
[37] customer
[24] experience

Top Words in Tweet in G6:
[25] customer
[24] #custexp
[23] experience
[20] #cx
[19] katenasser
[12] strategy
[12] conquer
[12] collaborate
[9] mycustomer
[9] #design

Top Words in Tweet in G7:
[115] #custexp
[92] #cx
[87] #custserv
[80] #customerexperience
[73] #cctr
[73] #callcenter
[70] #contactcenter
[70] #customerservice
[22] cx
[21] customer

Top Words in Tweet in G8:
[16] forrester
[16] without
[12] #custexp
[11] more
[11] #cx
[10] index
[10] score
[9] #forrcx
[9] learn
[8] ideas

Top Words in Tweet in G9:
[44] finacle
[30] #custexp
[21] more
[21] bank
[19] time
[19] #digitalbanking
[17] know
[17] #fintech
[17] #digitaltransformation
[15] banks

Top Words in Tweet in G10:
[26] #custexp
[14] deniseleeyohn
[14] promise
[12] great
[12] experiences
[10] #cx
[10] #brand
[7] delivered
[7] #thursdaythoughts
[6] employees

Top Word Pairs
Top Word Pairs in Tweet in G2:
[129] #cx,#custexp
[109] history,future
[82] future,cloud
[46] cloud,computing
[35] computing,means
[35] means,#cx
[24] #digitaltransformation,insurance
[22] insurance,puts
[21] puts,customer
[21] customer,first

Top Word Pairs in Tweet in G3:
[35] #custserv,#cx
[24] #cx,#cctr
[24] #cctr,#callcenter
[24] #callcenter,#contactcenter
[24] #customerexperience,#customerservice
[24] #contactcenter,#customerexperience
[23] #customerservice,#custexp
[23] #custserv,#custexp
[23] #cx,#custserv
[23] customer,service

Top Word Pairs in Tweet in G4:
[93] #bigdata,#customeranalytics
[93] future,bright
[93] bright,#banking
[92] #banking,#journeyanalytics
[91] #journeyanalytics,#bigdata
[90] kirkdborne,future
[90] #customeranalytics,#cus
[27] #custexp,#cx
[24] #customerjourney,#custexp
[14] customer,experience

Top Word Pairs in Tweet in G5:
[46] #custserv,#cx
[38] #customerservice,#custexp
[38] #cctr,#callcenter
[38] #cx,#cctr
[38] #customerexperience,#customerservice
[36] #callcenter,#contactcenter
[32] #contactcenter,#customerexperience
[21] customer,experience
[17] #custexp,#custserv
[17] #cx,#custexp

Top Word Pairs in Tweet in G6:
[53] customer,experience
[42] experience,strategy
[40] strategy,conquer
[39] conquer,collaborate
[39] collaborate,katenasser
[38] #custexp,#cx
[38] #cx,#custexp
[14] gt,customer
[14] #custserv,#cx
[10] covid,19

Top Word Pairs in Tweet in G7:
[23] #custserv,#cx
[12] #cx,#cctr
[12] #cctr,#callcenter
[12] #callcenter,#contactcenter
[12] #contactcenter,#customerexperience
[8] #customerexperience,#customerservice
[7] #customerservice,#custexp
[6] laughlinpaul,#custexp
[5] mycustomer,importance
[5] importance,compassion

Top Word Pairs in Tweet in G8:
[74] learn,more
[73] ideas,without
[73] without,action
[70] action,without
[70] without,boots
[70] boots,ground
[70] ground,means
[15] means,nothing
[10] nothing,chefjoseandres
[10] chefjoseandres,#forrcx

Top Word Pairs in Tweet in G9:
[9] know,more
[8] solution,know
[8] #ai,enabled
[8] enabled,#chatbots
[8] #chatbots,banks
[8] banks,reach
[8] reach,customers
[8] customers,multiple
[8] multiple,channels
[8] channels,ensure

Top Word Pairs in Tweet in G10:
[16] great,experiences
[11] #brand,promise
[11] promise,promise
[11] promise,delivered
[11] delivered,#thursdaythoughts
[11] #thursdaythoughts,#custexp
[11] #custexp,#cx
[11] deniseleeyohn,#brand
[11] deliver,great
[11] employees,don

Top Replied-To
Top Replied-To in Entire Graph:
@ravidugh
@retailviva

Top Replied-To in G7:
@retailviva

Top Mentioned
Top Mentioned in Entire Graph:
@annettefranz
@balaji_sandiego
@mycustomer
@hyken
@kirkdborne
@laughlinpaul
@techiexpert
@supplychain2030
@a
@designhilldh

Top Mentioned in G1:
@annettefranz
@hyken
@mycustomer
@designhilldh
@quadient
@cxinsider
@cxjourney
@colinshaw_cx
@gdaviddodd
@laughlinpaul

Top Mentioned in G2:
@balaji_sandiego
@techiexpert
@supplychain2030
@a
@plasmacomp
@alvinfoo
@chbo
@phil_
@mvollmer1
@adrianswi

Top Mentioned in G3:
@genesys
@cxpert
@jtwatkin
@customerthink
@colinsataylor
@jeanniecw
@drnatalie
@stephaniethum
@sueduris
@forbes

Top Mentioned in G4:
@kirkdborne
@smktgsmtdablog
@axtx
@dangalante
@wil_bielert
@voicesummitai
@askdangalante
@danonmedium
@business_ai
@customerexpnews

Top Mentioned in G5:
@egreen460
@ariegoldshlager
@dusentio
@johnfildes

Top Mentioned in G6:
@katenasser
@mycustomer
@nextuser
@pdorrington
@neilcdavey
@smithco_cem
@caffeinepartner
@terriklass
@debbieszumylo
@colinsataylor

Top Mentioned in G7:
@mycustomer
@laughlinpaul
@jhajharia1
@peterlavers
@coxautomotiveuk
@retailviva
@sassoftwareuki
@customerattuned
@snapshotzna
@cus

Top Mentioned in G8:
@forrester
@chefjoseandres

Top Mentioned in G9:
@finacle
@paytmbank
@shivalik_bank
@bcsurti
@abhijith_kd
@kirkdborne
@idc
@vfdigital
@cherry_254

Top Mentioned in G10:
@deniseleeyohn
@hyken
@annettefranz

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@evankirstel
@itknowingness
@fintechna
@machinelearnflx
@marshacollier
@andrewmorrisuk
@trippbraden
@nancyrubin
@morrisons

Top Tweeters in G1:
@adage
@designhilldh
@gdprai
@cmswire
@billquiseng
@royatkinson
@engrscoba
@hyken
@annettefranz
@mirzamb

Top Tweeters in G2:
@evankirstel
@nancyrubin
@akwyz
@ssxman2
@2601manish
@bernardo_pirola
@openmarketingtv
@kuriharan
@zephyrzap
@mclynd

Top Tweeters in G3:
@entwistletx
@forbes
@b2community
@enriquen
@studentforce
@solidrecs
@andy_mcf
@enrikelopez
@clearaction
@anitamendeman

Top Tweeters in G4:
@chidambara09
@itknowingness
@machinelearnflx
@andrewmorrisuk
@justbementalist
@websecurityit
@thecuriousluke
@akdm_bot
@hubofml
@emailmktgalerts

Top Tweeters in G5:
@brainzooming
@ggheorghiu
@ariegoldshlager
@flavmartins
@userexpnews
@shyamprasad_n
@egreen460
@vijaybproqis
@enghouseinterac
@valswisher

Top Tweeters in G6:
@trippbraden
@twilli2861
@ellemagazine
@katenasser
@victoriassecret
@target
@dshiao
@marketingprofs
@scottamabry
@aublogging

Top Tweeters in G7:
@designthinkbot
@sprintbaseb
@industryai
@userexperienceu
@laughlinpaul
@peterlavers
@markhollyoake
@sassoftwareuki
@bupauk
@customerattuned

Top Tweeters in G8:
@chefjoseandres
@forrester
@dynamicons
@chatterjeesu
@abonde
@ghervas
@michelleyaiser
@christophe22
@dlogiudice
@isobarus

Top Tweeters in G9:
@fintechna
@greentechdon
@robotconsumer
@finacle
@api_daily
@rakeshrgoel
@idc
@abhijith_kd
@cherry_254
@bcsurti

Top Tweeters in G10:
@serve4impact
@shathamaskiry
@nathalief
@deniseleeyohn
@rogerdooley
@paul_larue
@conciergesa
@scottgould
@foodrisemktg
@tevauge


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