custexp, Twitter, 4/18/2021 6:33:05 AM, 252995


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custexp_2021-04-17_19-50-00.xlsx
custexp_2021-04-17_19-50-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 18, 2021
Short Description:
custexp via NodeXL https://bit.ly/3uWLNH2
@billquiseng
@europeancxorg
@hyken
@customerthink
@lifesize
@ricardosgulko
@cxpert
@debbieszumylo
@mycustomer
@annettefranz

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

Description:
Description
The graph represents a network of 294 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, 18 April 2021 at 02:51 UTC.

The requested start date was Sunday, 18 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 6-hour, 46-minute period from Sunday, 04 April 2021 at 00:20 UTC to Saturday, 17 April 2021 at 07:06 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 : 294
Unique Edges : 296
Edges With Duplicates : 678
Total Edges : 974
Number of Edge Types : 5
Tweet : 199
Mentions : 317
MentionsInRetweet : 282
Retweet : 172
Replies to : 4
Self-Loops : 202
Reciprocated Vertex Pair Ratio : 0.0772946859903382
Reciprocated Edge Ratio : 0.143497757847534
Connected Components : 40
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 221
Maximum Edges in a Connected Component : 803
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.643988
Graph Density : 0.00517749762020849
Modularity : 0.374397
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 294 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, 18 April 2021 at 02:51 UTC.

The requested start date was Sunday, 18 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 6-hour, 46-minute period from Sunday, 04 April 2021 at 00:20 UTC to Saturday, 17 April 2021 at 07:06 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:
[6] https://www.eglobalis.com/in-the-digital-and-customer-experience-world-there-are-two-lives-before-and-after-covid-19-is-your-company-ready/
[6] https://ecxo.org/customer-experience-and-service-management-meeting-along-the-customer-journey/
[6] https://www.eglobalis.com/change-these-6-fundamentals-to-improve-your-digital-transformation-and-supply-chain-experience/
[4] https://okt.to/87OgZQ
[4] https://www.mycustomer.com/marketing/data/how-cx-leaders-can-foster-a-more-effective-customer-insight-culture?platform=hootsuite
[4] https://www.mycustomer.com/customer-experience/loyalty/lessons-in-customer-experience-from-disney-for-companies-of-any-size?platform=hootsuite
[4] https://gateway.on24.com/wcc/eh/2047505/category/46594/zendesk-x-pop-up-magazine?partnerref=DebbieS
[4] https://okt.to/SOX59T
[4] https://okt.to/Qzxo1q
[4] https://okt.to/P0GH6j

Top URLs in Tweet in G1:
[3] https://www.amazon.com/gp/product/1527222160/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1527222160&linkCode=as2&tag=wwwservicepro-20&linkId=00b7da2fd48e2648aebcf61f1e30f904
[2] https://twitter.com/annettefranz/status/1379842417264824323
[2] https://www.mycustomer.com/customer-experience/loyalty/the-five-types-of-employee-that-help-or-hinder-your-customer-experiences
[2] https://www.the-future-of-commerce.com/2021/04/15/great-cx/
[1] https://debbielaskey.blogspot.com/2021/04/tips-for-excellent-customer-experiences.html
[1] https://www.eglobalis.com/change-these-6-fundamentals-to-improve-your-digital-transformation-and-supply-chain-experience/
[1] https://www.forbes.com/sites/jonpicoult/2021/04/01/when-efficiency-is-the-enemy--how-great-companies-create-engaging-customer-experiences/?sh=65fbff125e01
[1] https://twitter.com/MarshaCollier/status/1379131276762963975
[1] https://twitter.com/flavmartins/status/1379419274687741957
[1] https://twitter.com/karengfenn/status/1380771266106392577

Top URLs in Tweet in G2:
[6] https://www.eglobalis.com/in-the-digital-and-customer-experience-world-there-are-two-lives-before-and-after-covid-19-is-your-company-ready/
[5] https://ecxo.org/customer-experience-and-service-management-meeting-along-the-customer-journey/
[4] https://www.eglobalis.com/change-these-6-fundamentals-to-improve-your-digital-transformation-and-supply-chain-experience/
[3] https://customerthink.com/dont-talk-about-top-customer-experience-culture-if-you-dont-know-med/
[2] https://customerthink.com/5-things-in-location-customers-crave-in-2021/
[2] https://customerthink.com/5-factors-of-customer-experience-youre-probably-not-thinking-about/
[2] https://www.genesys.com/blog/post/4-ways-to-meet-customers-where-they-are?platform=hootsuite
[2] https://customerthink.com/how-brand-and-community-became-companies-secret-weapon/
[2] https://customerthink.com/seven-digital-experimentation-principles-that-are-impacting-customer-experience-your-bottom-line/
[2] https://www.cmswire.com/customer-experience/with-consumer-habits-changing-again-is-it-time-to-rebuild-your-cx-roadmap/?utm_source=twitter.com&utm_medium=social&utm_campaign=cm&utm_content=social-share-sumo

Top URLs in Tweet in G3:
[3] https://mopinion.com/kia-starts-marketing-campaign-with-mopinion-reviews
[2] https://crmxchange.webex.com/mw3300/mywebex/default.do?nomenu=true&siteurl=crmxchange&service=6&rnd=0.8158154936932742&main_url=https://crmxchange.webex.com/ec3300/eventcenter/event/eventAction.do%3FtheAction%3Ddetail%26%26%26EMK%3D4832534b0000000401100d509554b0cb62531bacfcd6663d3a7ef57060469b02005944b3c362c3b3%26siteurl%3Dcrmxchange%26confViewID%3D187693797824565683%26SourceId%3D2%26encryptTicket%3DSDJTSwAAAATNioxry3U2XQy-Lhi62nAgSumRgD_IUYvkGlKAEpIVcw2%26&utm_content=buffera36a6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://art19.com/shows/expeerience
[2] https://customerthink.com/5-apps-that-indirectly-help-enterprises-to-increase-customer-experience
[2] https://advisorpedia.com/advisor-tools/the-experience-is-everything/
[1] https://hyken.com/customer-service-3/avoid-customer-confusion/?utm_content=buffer85a24&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.forbes.com/sites/shephyken/2021/04/11/stop-comparing-your-company-to-the-competition/?utm_content=buffer328a0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://hyken.com/customer-service-3/avoid-customer-confusion/?utm_content=buffer2a654&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://hyken.com/customer-service-3/heres-how-to-get-your-customers-to-say-ill-be-back/?utm_content=buffer3ee73&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://m.youtube.com/watch?v=fgW8sg5hgTE&feature=youtu.be&utm_content=buffer6af1c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer


Top URLs in Tweet in G4:
[2] https://www.linkedin.com/slink?code=eaZezQ8
[2] https://www.linkedin.com/slink?code=eM6vJci
[2] https://www.amazon.com/CustServ-Customer-Service-Culture-Experience/dp/1548920428/ref=tmm_pap_swatch_0?_encoding=UTF8&qid=1617624133&sr=8-1
[1] https://www.careerarc.com/job-listing/dave-busters-jobs-winner-s-circle-customer-service-39069849?campaign_id=4951&src=102&tx=p3jAxEuarEksXw&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://google.smh.re/B2o
[1] https://www.entrepreneur.com/article/366371
[1] https://www.convergehub.com/blog/six-principles-knowing-your-customers-better
[1] https://www.sensiple.com/botomation/contact-center-modernization
[1] https://www.linkedin.com/slink?code=gZ78BAr
[1] https://www.enterpriseknowhow.ch/en/social-toolset

Top URLs in Tweet in G5:
[1] http://cxpert.com.au/five-tips-to-engage-remote-staff-during-lockdown/
[1] https://cx-journey.com/2021/04/cx-journey-musings-the-more-things-change-the-more-the-excuses-dont.html
[1] https://www.forbes.com/sites/shephyken/2021/04/11/stop-comparing-your-company-to-the-competition/
[1] https://cx-journey.com/2021/04/employee-experience-drives-the-customer-experience-but-its-not-just-about-the-frontline.html
[1] https://customerthink.com/coordinating-cx-across-the-enterprise-what-does-it-look-like/
[1] https://centracx.com/the-customer-is-always-right-who-do-you-believe-customers-or-employees/
[1] https://thriveglobal.com/stories/the-5-best-ways-to-deliver-great-customer-experience/?utm_source=Flipboard%3DThrive
[1] https://www.forbes.com/sites/forbestechcouncil/2021/04/12/three-lessons-from-retails-experience-with-the-pandemic/
[1] https://www.rollingstone.com/culture-council/panels/turn-customers-product-advocates-1147517/
[1] https://cxbuzz.com/customer-experience/favorite-cx-metric/

Top URLs in Tweet in G6:
[4] https://www.mycustomer.com/customer-experience/loyalty/lessons-in-customer-experience-from-disney-for-companies-of-any-size?platform=hootsuite
[4] https://www.mycustomer.com/marketing/data/how-cx-leaders-can-foster-a-more-effective-customer-insight-culture?platform=hootsuite
[3] https://www.mycustomer.com/customer-experience/engagement/book-review-customer-empathy-by-alex-allwood?platform=hootsuite
[3] https://www.mycustomer.com/marketing/technology/people-think-the-pandemic-has-driven-digital-transformation-heres-why-theyre?platform=hootsuite
[3] https://www.mycustomer.com/customer-experience/loyalty/the-tesla-vs-amazon-stats-that-highlight-all-of-npss-flaws?platform=hootsuite
[3] https://event.on24.com/wcc/r/3004935/8D22BA07C97FD52451EF670F9C1568B0?platform=hootsuite
[2] https://www.mycustomer.com/resources/the-future-of-customer-experience-in-retail
[2] https://www.mycustomer.com/customer-experience/voice-of-the-customer/how-b2b-customer-surveys-should-differ-from-b2c-surveys?platform=hootsuite
[2] https://www.mycustomer.com/service/management/video-debate-how-do-you-engage-senior-leaders-in-customer-experience
[2] https://www.mycustomer.com/customer-experience/engagement/the-common-mistakes-that-kill-cx-programmes-in-their-infancy?platform=hootsuite

Top URLs in Tweet in G7:
[2] https://kerrybodine.com/product/the-2021-customer-experience-outlook/
[2] https://www.quadient.com/resources/moments-matter-critical-touchpoints-make-or-break-customer-experience
[1] https://www.amazon.com/dp/1686886810/ref=sr_1_1?keywords=annette+franz&qid=1567611197&s=books&sr=1-1
[1] https://pod.co/science-of-cx/designing-a-customer-centric-culture-with-annette-franz
[1] https://www.getfeedback.com/resources/ces/how-to-prove-roi-ces/
[1] https://cx-journey.com/2021/04/cx-journey-musings-the-more-things-change-the-more-the-excuses-dont.html
[1] https://cx-journey.com/2021/03/cx-journey-musings-the-experience-is-everything.html

Top URLs in Tweet in G8:
[2] https://www.icmi.com/contact-center-expo-conference
[2] https://www.lifesize.com/en/blog/cx-in-the-cloud-ai-video/?utm_campaign=initiative&utm_content=1617659433&utm_medium=social-organic&utm_source=twitter
[2] https://www.lifesize.com/en/blog/omnichannel-contact-center/?utm_campaign=initiative&utm_content=1617745642&utm_medium=social-organic&utm_source=twitter
[1] https://www.callcentrehelper.com/intelligent-routing-168686.htm
[1] https://www.youtube.com/playlist?list=PLG-o5W6tjucwMiqwb8aCbdhHBD3YCANUC

[1] https://www.linkedin.com/feed/update/urn:li:activity:6785245055696306176
[1] https://customerthink.com/5-innovative-ways-to-use-virtual-agents/
[1] https://www.lifesize.com/en/cloud-contact-center/workforce-engagement/?utm_campaign=initiative&utm_content=1617656026&utm_medium=social-organic&utm_source=twitter
[1] https://www.lifesize.com/en/cloud-contact-center/?utm_campaign=initiative&utm_content=1615494811&utm_medium=social-organic&utm_source=twitter
[1] https://searchcustomerexperience.techtarget.com/tip/AI-improves-customer-experience-call-center-efficiency

Top URLs in Tweet in G9:
[4] https://okt.to/87OgZQ
[4] https://okt.to/P0GH6j
[4] https://okt.to/Qzxo1q
[4] https://okt.to/SOX59T
[1] https://okt.to/nUOd53
[1] https://okt.to/zQdJm3
[1] https://okt.to/KHz6rh

Top URLs in Tweet in G10:
[4] https://gateway.on24.com/wcc/eh/2047505/category/46594/zendesk-x-pop-up-magazine?partnerref=DebbieS
[3] https://customerthink.com/social-customer-service-the-savior-to-a-successful-omni-channel-strategy
[1] https://www.forbes.com/sites/shephyken/2021/03/18/six-customer-experience-lessons-businesses-can-learn-from-the-healthcare-industry/?sh=56f01d83ca44&utm_campaign=Post+Beyond&utm_source=Twitter&utm_medium=Social&utm_term=%23317689
[1] https://cx-journey.com/2021/03/cx-journey-musings-the-experience-is-everything.html
[1] https://www.linkedin.com/pulse/surprises-excuses-bill-quiseng/?trackingId=NuhD2kv1DJJQyy6OKRYhfA%3D%3D
[1] https://www.mycustomer.com/customer-experience/engagement/the-common-mistakes-that-kill-cx-programmes-in-their-infancy#.YHRZ-Z7_lBQ.twitter
[1] https://www.linkedin.com/pulse/journey-mapping-examples-use-cases-our-new-template-walters-ccxp/?trackingId=hGsfZMOo%2FIKjvwnc04BYRg%3D%3D
[1] https://www.mycustomer.com/marketing/data/how-to-get-great-customer-insights-on-the-cheap
[1] https://centracx.com/5-tips-to-get-the-most-out-of-your-voc-program/
[1] https://www.rollingstone.com/culture-council/panels/turn-customers-product-advocates-1147517/

Top Domains
Top Domains in Tweet in Entire Graph:
[42] mycustomer.com
[35] twitter.com
[26] customerthink.com
[20] okt.to
[19] mopinion.com
[13] eglobalis.com
[12] forbes.com
[12] linkedin.com
[10] genesys.com
[9] ecxo.org

Top Domains in Tweet in G1:
[27] twitter.com
[3] amazon.com
[3] mycustomer.com
[2] forbes.com
[2] linkedin.com
[2] cx-journey.com
[2] the-future-of-commerce.com
[1] blogspot.com
[1] eglobalis.com
[1] advisorpedia.com

Top Domains in Tweet in G2:
[17] customerthink.com
[11] eglobalis.com
[9] genesys.com
[8] ecxo.org
[4] mycustomer.com
[3] cmswire.com
[1] martechseries.com
[1] thenextweb.com
[1] technative.io
[1] digiday.com

Top Domains in Tweet in G3:
[6] mopinion.com
[5] hyken.com
[5] forbes.com
[4] advisorpedia.com
[3] art19.com
[2] webex.com
[2] twitter.com
[2] customerthink.com
[2] com.au
[1] youtube.com

Top Domains in Tweet in G4:
[6] linkedin.com
[6] paper.li
[5] mopinion.com
[2] amazon.com
[2] youtube.com
[2] cmswire.com
[2] co.uk
[2] callexperts.com
[2] ceros.com
[2] co.za

Top Domains in Tweet in G5:
[2] cx-journey.com
[2] forbes.com
[1] com.au
[1] customerthink.com
[1] centracx.com
[1] thriveglobal.com
[1] rollingstone.com
[1] cxbuzz.com
[1] twitter.com

Top Domains in Tweet in G6:
[33] mycustomer.com
[3] on24.com
[3] ow.ly
[2] twitter.com
[1] eglobalis.com
[1] hotelnewsresource.com

Top Domains in Tweet in G7:
[2] kerrybodine.com
[2] quadient.com
[2] cx-journey.com
[1] amazon.com
[1] pod.co
[1] getfeedback.com

Top Domains in Tweet in G8:
[6] lifesize.com
[2] icmi.com
[1] callcentrehelper.com
[1] youtube.com
[1] linkedin.com
[1] customerthink.com
[1] techtarget.com
[1] nojitter.com
[1] forbes.com
[1] techweb.com

Top Domains in Tweet in G9:
[19] okt.to

Top Domains in Tweet in G10:
[8] mopinion.com
[4] on24.com
[4] customerthink.com
[2] linkedin.com
[2] mycustomer.com
[2] business2community.com
[1] forbes.com
[1] cx-journey.com
[1] centracx.com
[1] rollingstone.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[404] custexp
[285] cx
[103] custserv
[102] customerexperience
[35] customerservice
[27] marketing
[26] contactcenter
[20] banking
[20] employeeexperience
[19] cctr



Top Hashtags in Tweet in G1:
[84] cx
[79] custexp
[35] customerexperience
[26] custserv
[13] customerservice
[5] ex
[5] employeeexperience
[5] mustdo
[4] hospitality
[4] employeeengagement

Top Hashtags in Tweet in G2:
[58] cx
[51] custexp
[30] custserv
[18] customerexperience
[8] cxo
[8] employeeexperience
[7] customeexperience
[7] transformation
[6] cem
[4] voiceofcustomer

Top Hashtags in Tweet in G3:
[41] custexp
[16] cx
[7] custserv
[6] customerexperience
[4] leadership
[3] podcast
[3] userfeedback
[3] service
[2] webinar
[2] leaders

Top Hashtags in Tweet in G4:
[57] custexp
[21] cx
[10] customerservice
[6] customerexperience
[5] contactcenter
[4] sales
[4] customersuccess
[4] custserv
[3] salesmanagement
[3] tech

Top Hashtags in Tweet in G5:
[11] custexp
[7] cx
[2] customerexperience
[2] empexp
[1] cxqotd
[1] culture
[1] employeeengagement
[1] changemanagement
[1] custserv
[1] employeeexperience

Top Hashtags in Tweet in G6:
[40] custexp
[19] cx
[5] custserv
[4] marketing
[3] nps
[2] voc
[2] socmed
[2] smm
[2] customerexperience
[1] cctr

Top Hashtags in Tweet in G7:
[12] cx
[8] custexp
[4] customerexperience
[3] customercentricity
[2] custserv
[2] inspiration
[2] customerunderstanding
[2] ebook
[2] communications
[2] momentsthatmatter

Top Hashtags in Tweet in G8:
[21] custexp
[21] cx
[17] contactcenter
[14] callcenter
[13] cctr
[11] ai
[10] custserv
[10] customerexperience
[5] cloud
[5] customerservice

Top Hashtags in Tweet in G9:
[20] banking
[19] custexp
[15] banks
[15] digitalbanking
[15] cx
[14] finserv
[12] customerexperience
[7] digital
[6] digitaltransformation
[5] corebanking

Top Hashtags in Tweet in G10:
[33] custexp
[15] cx
[3] digital
[3] tech
[3] marketing
[3] ux
[2] custserv
[2] customerjourney
[2] onlinejourney
[1] humanneeds

Top Words
Top Words in Tweet in Entire Graph:
[404] #custexp
[285] #cx
[262] customer
[114] experience
[103] #custserv
[102] #customerexperience
[77] customers
[50] cx
[46] business
[45] finacle

Top Words in Tweet in G1:
[84] #cx
[79] #custexp
[73] customer
[35] #customerexperience
[26] #custserv
[22] customers
[21] billquiseng
[20] quote
[20] experience
[19] business

Top Words in Tweet in G2:
[58] #cx
[51] #custexp
[32] customer
[30] #custserv
[23] experience
[22] europeancxorg
[18] #customerexperience
[16] ricardosgulko
[14] pm
[13] customers

Top Words in Tweet in G3:
[41] #custexp
[26] customer
[18] experience
[17] hyken
[16] #cx
[16] trust
[15] business
[11] ask
[11] makes
[10] don

Top Words in Tweet in G4:
[57] #custexp
[26] customer
[22] experience
[21] #cx
[10] #customerservice
[9] customers
[9] user
[7] service
[6] more
[6] matter

Top Words in Tweet in G5:
[11] #custexp
[7] #cx
[6] cxpert
[5] jtwatkin
[5] kayphelpstweets
[5] djksar
[5] mrpatto
[5] ejengwall
[5] bschwartz
[5] stacysherman

Top Words in Tweet in G6:
[40] #custexp
[33] cx
[33] customer
[19] #cx
[17] transformation
[15] experience
[14] driven
[13] digital
[13] mycustomer
[12] twieberneit

Top Words in Tweet in G7:
[19] billquiseng
[18] customer
[14] quote
[12] #cx
[8] #custexp
[7] experience
[6] annettefranz
[5] customers
[5] make
[4] #customerexperience

Top Words in Tweet in G8:
[21] #custexp
[21] #cx
[17] #contactcenter
[14] #callcenter
[13] #cctr
[11] #ai
[10] #custserv
[10] #customerexperience
[5] #cloud
[5] customer

Top Words in Tweet in G9:
[45] finacle
[22] customer
[20] #banking
[19] #custexp
[15] #banks
[15] #digitalbanking
[15] #cx
[14] #finserv
[12] #customerexperience
[11] find

Top Words in Tweet in G10:
[33] #custexp
[16] customer
[15] #cx
[8] join
[8] zendesk
[8] popupmag's
[8] free
[7] virtual
[7] one
[7] kind

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[104] #cx,#custexp
[73] customer,experience
[54] #custexp,#cx
[48] #custserv,#custexp
[35] #cx,#custserv
[25] #customerexperience,#cx
[24] #custexp,#customerexperience
[24] customer,service
[21] #custexp,#custserv
[20] digital,transformation

Top Word Pairs in Tweet in G1:
[32] #cx,#custexp
[12] #custexp,#cx
[10] #customerexperience,#custexp
[9] customer,experience
[9] ijgolding,#customerexperience
[7] #custexp,#custserv
[7] #customerexperience,#cx
[6] #custserv,#custexp
[6] customer,needs
[5] customer,experiences

Top Word Pairs in Tweet in G2:
[28] #custserv,#custexp
[26] #cx,#custserv
[19] customer,experience
[10] #customerexperience,#cx
[9] genesys,#cx
[9] #cx,#custexp
[9] customers,remember
[9] remember,improvements
[9] improvements,made
[9] made,during

Top Word Pairs in Tweet in G3:
[12] #cx,#custexp
[11] customer,experience
[10] lack,trust
[8] doing,don
[7] #custexp,#custserv
[5] confused,customers
[5] customers,never
[5] never,loyal
[5] loyal,confusion
[5] confusion,erodes

Top Word Pairs in Tweet in G4:
[11] customer,experience
[10] #cx,#custexp
[6] customer,service
[6] user,experience
[5] #customerservice,#custexp
[5] experience,daily
[5] daily,#cx
[4] experience,#custexp
[3] winner's,circle
[3] circle,customer

Top Word Pairs in Tweet in G5:
[5] jtwatkin,kayphelpstweets
[5] kayphelpstweets,djksar
[5] djksar,mrpatto
[5] mrpatto,ejengwall
[5] ejengwall,bschwartz
[5] bschwartz,stacysherman
[5] stacysherman,customerisfirst
[5] customerisfirst,sherikendall
[5] sherikendall,jennysuedempsey
[4] cxpert,jtwatkin

Top Word Pairs in Tweet in G6:
[13] #custexp,#cx
[13] digital,transformation
[13] customer,experience
[10] people,think
[10] think,pandemic
[10] pandemic,driven
[10] driven,digital
[10] transformation,here's
[10] here's,wrong
[10] wrong,twieberneit

Top Word Pairs in Tweet in G7:
[14] billquiseng,quote
[7] #custexp,#cx
[4] customer,experience
[2] free,ebook
[2] ebook,ideas
[2] ideas,inspiration
[2] inspiration,year
[2] year,ahead
[2] ahead,jeannebliss
[2] jeannebliss,kerrybodine

Top Word Pairs in Tweet in G8:
[9] #custserv,#custexp
[8] #cx,#custexp
[4] #contactcenter,#cctr
[4] #cloud,#custserv
[4] #callcenter,#cx
[4] #custexp,#customerexperience
[4] #cx,#custserv
[4] #ai,#contactcenter
[3] #callcenter,#contactcenter
[3] #custexp,#cx

Top Word Pairs in Tweet in G9:
[15] #cx,#custexp
[11] find,leading
[11] leading,digital
[11] digital,#banks
[11] #banks,rely
[11] rely,finacle
[11] finacle,take
[11] take,value
[11] value,proposition
[11] proposition,market

Top Word Pairs in Tweet in G10:
[11] #cx,#custexp
[8] join,zendesk
[8] zendesk,popupmag's
[8] popupmag's,free
[7] free,virtual
[7] virtual,one
[7] one,kind
[7] kind,theatrical
[7] theatrical,performance
[7] customer,service

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@billquiseng
@hyken
@europeancxorg
@annettefranz
@mycustomer
@ijgolding
@ricardosgulko
@twieberneit
@cxpert
@genesys

Top Mentioned in G1:
@billquiseng
@ijgolding
@annettefranz
@hyken
@mycustomer
@stephaniethum
@jonpicoult
@debbieszumylo
@toister
@onalytica

Top Mentioned in G2:
@europeancxorg
@ricardosgulko
@genesys
@customerthink
@drnatalie
@mycustomer
@cmswire
@stevebelgraver
@bynder
@katenasser

Top Mentioned in G3:
@hyken
@pshansen2
@sap_cx
@customerexpnews
@incontact
@forbes
@jonpicoult
@cxjourney
@billquiseng
@toister

Top Mentioned in G4:
@ladyjaney75

Top Mentioned in G5:
@cxpert
@kayphelpstweets
@djksar
@mrpatto
@ejengwall
@bschwartz
@stacysherman
@customerisfirst
@sherikendall
@jennysuedempsey

Top Mentioned in G6:
@mycustomer
@twieberneit
@stevenvbe
@duncanjwardle
@neilcdavey
@augieray
@gartner_inc
@alexallwood
@insightfahey
@gerrybuk

Top Mentioned in G7:
@billquiseng
@annettefranz
@jeannebliss
@kerrybodine
@hyken
@ijgolding
@donpeppers
@stanphelpspg
@drnatalie
@quadient

Top Mentioned in G8:
@metrigy
@lifesize
@vesuvitas
@callcentericmi
@callcentrehelp
@customerthink
@rgareiss
@ttbusinesstech
@nojitter

Top Mentioned in G9:
@finacle
@gfmag
@pnbindia
@ausmilitarybank
@bcsurti
@cherry_254
@abhijith_kd

Top Mentioned in G10:
@zendesk
@popupmag
@debbieszumylo
@cxpert
@vocnews_online
@astridpock
@hyken
@forbes
@annettefranz
@billquiseng

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@slate
@trendsinai
@gezgintrk
@marshacollier
@artificialbra1n
@juliebhunt
@1967anil
@forbes
@slackhq

Top Tweeters in G1:
@marshacollier
@tom_peters
@billquiseng
@victorvquijano
@jaybaer
@warbyparker
@biznewsjobs
@immarkbernhardt
@sueduris
@blakemichellem

Top Tweeters in G2:
@slate
@gezgintrk
@katenasser
@education_24x7
@drjdrooghaag
@82jjc
@mvollmer1
@cmswire
@enricomolinari
@clearaction

Top Tweeters in G3:
@forbes
@slackhq
@rollingstone
@kcobiefule
@advisorpedia
@hyken
@johnsaunders18
@customerexpnews
@sap_cx
@amazon

Top Tweeters in G4:
@userexpnews
@nkossovan
@jonathanlevitt
@lavy02
@convergehub
@servicerecipe
@dennisegilbert
@ladyjaney75
@chiprbell
@josephmichelli

Top Tweeters in G5:
@jenstirrup
@jtwatkin
@kkmett
@adamtoporek
@aimee_lucas
@mrpatto
@djksar
@jennysuedempsey
@bschwartz
@cxpert

Top Tweeters in G6:
@augieray
@paolofabrizio71
@mycustomer
@gartner_inc
@stevenvbe
@twieberneit
@neilcdavey
@empirix
@tpnretailuk
@duncanjwardle

Top Tweeters in G7:
@juliebhunt
@grjenkin
@annettefranz
@stanphelpspg
@russlol
@jeannebliss
@futurajoaquin
@toister
@donpeppers
@ijgolding

Top Tweeters in G8:
@the404code
@pyscalellc
@nojitter
@callcentericmi
@callcentrehelp
@ttbusinesstech
@msteamsbot
@lifesize
@imlazar
@metrigy

Top Tweeters in G9:
@chidambara09
@yixuantu1
@pnbindia
@satyendranath1
@finacle
@abhijith_kd
@alexgrey_friend
@cherry_254
@bcsurti
@gfmag

Top Tweeters in G10:
@techie_wiz
@zendesk
@unahub
@vocnews_online
@jeanniecw
@debbieszumylo
@dave_dyson
@thatcxguytweets
@popupmag
@astridpock


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