#cx, Twitter, 9/22/2019 5:17:54 AM, 210519


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#cx_2019-09-21_21-46-24.xlsx
#cx_2019-09-21_21-46-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 22, 2019
Short Description:
#cx via NodeXL http://bit.ly/30jxwII
@softclouds
@jeannebliss
@uctodaynews
@forbes
@kirkdborne
@forrester
@mikequindazzi
@santchiweb
@wswmuc
@chidambara09

Top hashtags:
#cx
#customerexperience
#ai
#ux
#custserv
#digitaltransformation
#bigdata
#customer
#fintech
#iot

Description:
Description
The graph represents a network of 4,033 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 22 September 2019 at 04:47 UTC.

The requested start date was Sunday, 22 September 2019 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 2-day, 3-hour, 25-minute period from Wednesday, 18 September 2019 at 13:09 UTC to Friday, 20 September 2019 at 16:35 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 4033
Unique Edges : 5037
Edges With Duplicates : 2646
Total Edges : 7683
Number of Edge Types : 3
Tweet : 2037
Mentions : 5550
Replies to : 96
Self-Loops : 2037
Reciprocated Vertex Pair Ratio : 0.0569993448351168
Reciprocated Edge Ratio : 0.107851239669421
Connected Components : 976
Single-Vertex Connected Components : 556
Maximum Vertices in a Connected Component : 2097
Maximum Edges in a Connected Component : 5171
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.04856
Graph Density : 0.000297643646267499
Modularity : 0.602425
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[79] https://twinybots.ch/
[54] -
[24] https://dy.si/wEMwk
[20] https://www.fastcompany.com/90402048/four-smart-ways-to-build-customer-loyalty-with-technology?utm_content=101377782&utm_medium=social&utm_source=twitter&hss_channel=tw-38306887
[20] https://www.martechadvisor.com/articles/customer-experience-2/how-to-put-negative-customer-feedback-to-work-for-you/?utm_content=101279754&utm_medium=social&utm_source=twitter&hss_channel=tw-38306887
[17] https://www.mycustomer.com/customer-experience/engagement/the-top-cx-measurement-techniques-as-ranked-by-cx-leaders
[16] https://mopinion.com/examples-of-customer-experience-cx-survey-questions/
[15] http://www.iotcentral.io/blog/user-experience-ux-is-at-the-heart-of-digital-transformation
[15] https://www.cmswire.com/digital-experience/3-ways-artificial-intelligence-is-transforming-customer-experience/
[13] https://info.lantelligence.com/cx-technology/healthcare-industry-cx-best-practices?utm_content=98849734&utm_medium=social&utm_source=twitter&hss_channel=tw-912787863070056448

Top URLs in Tweet in G1:
[21] https://dy.si/wEMwk
[14] http://www.iotcentral.io/blog/user-experience-ux-is-at-the-heart-of-digital-transformation
[11] https://www.fastcompany.com/90402048/four-smart-ways-to-build-customer-loyalty-with-technology?utm_content=101377782&utm_medium=social&utm_source=twitter&hss_channel=tw-38306887
[10] https://dy.si/s4H58
[10] https://www.linkedin.com/pulse/super-apps-lavenir-des-banques-et-de-la-fintech-nicolas-pinto/
[8] https://www.cmswire.com/digital-experience/3-ways-artificial-intelligence-is-transforming-customer-experience/
[8] https://twinybots.ch/
[7] http://b2c.news/2MnTYX
[6] http://www3.weforum.org/docs/Media/47538_Digital
[6] Enterprise_Moving_Experimentation_Transformation_report_2018

Top URLs in Tweet in G2:
[7] https://twinybots.ch/
[7] https://www.amazon.co.uk/dp/B07SWH9MFF
[6] https://mopinion.com/examples-of-customer-experience-cx-survey-questions/
[5] -
[5] https://blog.joker.com/en/2019/06/07/should-you-be-customer-centric-or-brand-centric-for-greater-success/
[5] https://www.cmswire.com/digital-experience/3-ways-artificial-intelligence-is-transforming-customer-experience/
[4] https://www.topdog-inc.com/Search-Jobs/#!/apply
[3] Customer
[3] https://www.pwc.com/us/en/industries/financial-services/library/pdf/pwc-voice-banking.pdf
[3] https://www.hbrfrance.fr/chroniques-experts/2019/09/27870-marketing-sensoriel-quand-le-son-agit-sur-lexperience-consommateur/

Top URLs in Tweet in G3:
[9] https://go.forrester.com/future-of-cx/?utm_source=twitter&utm_medium=ppc&utm_campaign=futureofcx
[7] https://www.mycustomer.com/customer-experience/engagement/why-leadership-accountability-is-killing-your-customer-experience?platform=hootsuite
[6] https://www.mycustomer.com/community/blogs/mhinshaw/is-it-time-you-invited-the-cio-to-the-cx-table?platform=hootsuite
[5] http://customerservicedaily.com
[4] https://beyondphilosophy.com/books/
[4] https://www.mycustomer.com/customer-experience/engagement/how-to-smash-the-channel-silos-that-are-spoiling-your-customer?platform=hootsuite
[4] https://www.shaunbelding.com/customer-service-blog/outstanding-customer-service-starts-with-a-blink/
[4] https://www.cmarix.com/how-minimalist-web-design-can-enhance-customer-experience/#utm_source=Twitter
[3] https://www.customerbliss.com/go-beyond-surveys-to-understand-customers-lives/
[3] https://hyken.com/uncategorized/why-cross-team-collaboration-essential-for-b2b-customer-support-teams/

Top URLs in Tweet in G4:
[11] https://www.myfrugalbusiness.com/2019/05/businesses-need-customer-journey-map-how-to-create-maps.html
[8] https://searchcustomerexperience.techtarget.com/news/252470702/Salesforce-search-about-to-get-smarter-with-Einstein-AI
[6] https://www.constellationr.com/events/disruptv-episode-163-manny-medina-guy-marion-nicole-france
[5] https://www.briansolis.com/2019/09/consumers-dont-want-products-and-services-they-want-experiences/
[4] https://searchcompliance.techtarget.com/tip/Protect-customer-data-with-these-5-essential-steps
[4] https://searchcompliance.techtarget.com/tip/Approach-customer-engagement-by-first-asking-good-questions
[4] https://www.forbes.com/sites/danielnewman/2019/09/11/voice-technology-and-crm-a-new-partnership/?utm_content=bufferd66f5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#52ea8d9431b3
[3] https://twitter.com/holgermu/status/1174948814043529221
[3] https://www.forbes.com/sites/joemckendrick/2019/09/17/good-news-for-digital-transformation-laggards-its-not-too-late/
[3] https://www.salesforce.com/content/blogs/us/en/2019/09/using-einstein-bot-builder.html

Top URLs in Tweet in G5:
[7] https://www.destinationcrm.com/Webevents/roundtable/25sep2019/soc
[3] https://cmo.adobe.com/articles/2019/9/2020-vision--5-tips-for-building-customer-centric-organizations.html?utm_sq=g758q41l33&utm_source=Twitter&utm_medium=social&utm_campaign=AdobePartner&utm_content=AdobePartner#gs.4rq5rv
[3] https://www.uctoday.com/unified-communications/introducing-uc-advocates/
[3] https://www.uctoday.com/unified-communications/top-10-uc-companies-in-forbes-cloud-100/
[3] https://dlaignite.com/customer-experience-black-christmas/?utm_content=buffer24a99&utm_medium=social&utm_source=linkedin.com&utm_campaign=buffer
[3] https://www.forbes.com/sites/forbescoachescouncil/2019/09/18/winning-the-21st-century-customer-experience/
[3] https://www.destinationcrm.com/Webevents/nuance/14aug2019/soc
[2] https://www.forbes.com/sites/blakemorgan/2019/09/09/10-recent-product-design-failures-and-what-we-can-learn-from-them/#6232193246f1
[2] https://www.entrepreneur.com/article/315356?utm_sq=g233vuk3be&utm_source=Twitter&utm_medium=social&utm_campaign=Ross-Quintana&utm_content=CustomerExperience
[2] https://www.entrepreneur.com/article/321108?utm_sq=g234by46pw&utm_source=Twitter&utm_medium=social&utm_campaign=Ross-Quintana&utm_content=CustomerExperience

Top URLs in Tweet in G6:
[3] https://www.getcalley.com/
[2] https://blog.contactcenterpipeline.com/2019/09/contact-center-executive-outlook-on-2020-and-beyond/
[2] http://ow.ly/tRyA30k6m7S
[2] https://twitter.com/SAP_CX/status/1174956618368217090
[2] https://hyken.com/customer-care/yes-is-more-than-an-answer-its-an-attitude/
[2] https://www.youtube.com/watch?v=XffIOZzOCOw

[2] https://www.forbes.com/sites/sap/2019/08/07/experience-management-is-your-competitive-advantage/#3678ccc778d4
[1] https://blog.contactcenterpipeline.com/2019/09/eight-days-a-week-the-always-on-contact-center/
[1] http://ow.ly/UUAx30kWB09
[1] https://blog.contactcenterpipeline.com/2019/05/speech-analytics-in-2019-and-beyond-with-change-comes-opportunity/

Top URLs in Tweet in G7:
[44] https://twinybots.ch/
[11] https://www.martechadvisor.com/articles/customer-experience-2/how-to-put-negative-customer-feedback-to-work-for-you/?utm_content=101279754&utm_medium=social&utm_source=twitter&hss_channel=tw-38306887
[9] https://www.mycustomer.com/customer-experience/engagement/the-top-cx-measurement-techniques-as-ranked-by-cx-leaders
[9] https://www.forbes.com/sites/chriscancialosi/2019/08/27/focusing-on-customer-experience-is-no-longer-optional/?utm_content=100985936&utm_medium=social&utm_source=twitter&hss_channel=tw-38306887#5cf4112f646e
[8] https://open.spotify.com/show/4UEI5iaYj6lqxx78qgmItG?si=fnd3qo0PTGiMluX17L7YCg
[8] https://info.lantelligence.com/cx-technology/healthcare-industry-cx-best-practices?utm_content=98849734&utm_medium=social&utm_source=twitter&hss_channel=tw-912787863070056448
[7] https://www.customerexperienceupdate.com/go/r/0/a/11377982/e/339342?utm_source=dlvr.it&utm_medium=twitter
[6] http://businessoverbroadway.com/2016/06/06/two-surveys-every-customer-experience-program-needs/
[4] https://www.washingtonpost.com/travel/2019/09/17/wow-airs-new-owner-wants-make-flying-fun-again-is-rebooted-airline-ready-take-off/
[4] https://www.theguardian.com/fashion/shortcuts/2019/sep/18/is-wardrobing-ever-acceptable-shoppers

Top URLs in Tweet in G8:
[4] https://twitter.com/babble_cloud/status/1174338925990727681
[3] https://www.linkedin.com/slink?code=d9xAkG8
[2] https://video.cube365.net/c/920118
[2] https://video.cube365.net/c/920113
[2] https://video.cube365.net/c/919969
[2] https://www.genesys.com/es-mx/resources/el-impacto-de-la-transformacion-digital-en-el-sector-de-seguros-en-america-latina?utm_source=twitter&utm_medium=organicsocial&utm_campaign=genesys_latam&utm_content=144
[2] http://ow.ly/Mxu450wdB6q
[2] https://www.genesys.com/es-mx/resources/fs-technology-operational-efficiency?utm_source=twitter&utm_medium=organicsocial&utm_campaign=genesys_latam&utm_content=222
[2] https://www.localmeasure.com/post/4-ways-to-generate-more-online-reviews?utm_content=101163871&utm_medium=social&utm_source=twitter&hss_channel=tw-963683358
[1] https://video.cube365.net/c/920106

Top URLs in Tweet in G9:
[3] http://bit.ly/2hztHHe
[3] https://www.tadigital.com/blog/create-great-customer-experiences-using-coveo-intelligent-search-with-adobe-experience-manager?utm_medium=social&utm_source=twitter&utm_campaign=blog
[2] https://www.growth-hackers.net/path-improved-performance-and-increased-business-growth/
[2] https://searchcustomerexperience.techtarget.com/news/252470771/Oracle-CX-Unity-goes-live-adds-voice-to-digital-assistant
[2] https://www.salesforce.com/blog/2019/05/what-is-blockchain-technology.html
[2] http://whatsnext.tiffanibova.com/?edition_id=33e5e7a0-da98-11e9-85a7-002590a5ba2d
[2] https://twitter.com/Sitecore/status/1174385156356026369
[2] https://komarketing.com/industry-news/report-cx-remains-a-priority-for-marketers-but-many-only-somewhat-satisfied-with-results-4124/
[2] https://komarketing.com/blog/expert-insight-the-role-of-budget-in-achieving-key-marketing-objectives-interview/
[1] https://wso2.com/integration-summit/singapore-2019/?utm_source=partner_promos&utm_medium=espire&utm_campaign=wso2_summit_singapore_2019

Top URLs in Tweet in G10:
[5] https://www.voiceofcustomernews.com/comments.php/Why-Voice-of-the-Employee-Is-as-Important-as-Voice-of-the-Customer?id=1387
[4] https://mopinion.com/10-must-read-guides-to-digital-transformation/
[4] https://mopinion.com/examples-of-customer-experience-cx-survey-questions/
[3] https://www.voiceofcustomernews.com/comments.php/What-Does-It-Mean-to-Be-quotCustomer-Centricquot-and-Why-is-it-Important?id=1384
[2] http://mopinion.com/state-of-customer-experience-cx/
[2] https://mopinion.com/what-is-the-customer-experience-gap/
[2] https://mopinion.com/state-of-customer-experience-cx/
[2] http://mopinion.com/what-is-the-customer-experience-gap/
[2] https://www.voiceofcustomernews.com/comments.php/Cross-Channel-Voice-of-Customer-Analytics-Gives-a-CX-Edge-to-Orvis-and-Hunter-Douglas?id=1389
[2] https://okt.to/OihqIJ

Top Domains
Top Domains in Tweet in Entire Graph:
[181] linkedin.com
[175] twitter.com
[127] okt.to
[123] forbes.com
[86] dy.si
[79] twinybots.ch
[67] mycustomer.com
[63] mopinion.com
[55] customerthink.com
[50] cmswire.com

Top Domains in Tweet in G1:
[54] dy.si
[51] linkedin.com
[25] forbes.com
[21] cmswire.com
[18] medium.com
[18] customerfeedbacknews.com
[14] iotcentral.io
[14] twitter.com
[12] karlsmith.info
[12] fastcompany.com

Top Domains in Tweet in G2:
[82] okt.to
[71] linkedin.com
[37] twitter.com
[33] customerthink.com
[19] mopinion.com
[14] forbes.com
[14] co.uk
[11] medium.com
[8] cmswire.com
[8] instagram.com

Top Domains in Tweet in G3:
[49] mycustomer.com
[18] forbes.com
[18] forrester.com
[13] twitter.com
[12] beyondphilosophy.com
[10] cx-journey.com
[8] hyken.com
[8] customerbliss.com
[8] the-future-of-commerce.com
[8] mopinion.com

Top Domains in Tweet in G4:
[16] techtarget.com
[12] myfrugalbusiness.com
[9] twitter.com
[8] constellationr.com
[8] forbes.com
[7] vonage.com
[5] briansolis.com
[4] salesforce.com
[3] okt.to
[2] linkedin.com

Top Domains in Tweet in G5:
[31] forbes.com
[16] uctoday.com
[10] destinationcrm.com
[9] okt.to
[5] dlaignite.com
[4] adobe.com
[4] entrepreneur.com
[2] social-experts.net
[2] twitter.com
[2] customerthink.com

Top Domains in Tweet in G6:
[11] twitter.com
[6] bsquared.media
[5] youtube.com
[5] getcalley.com
[4] contactcenterpipeline.com
[3] ow.ly
[3] forbes.com
[2] linkedin.com
[2] va.gov
[2] sap.to

Top Domains in Tweet in G7:
[44] twinybots.ch
[39] customerexperienceupdate.com
[13] forbes.com
[12] lantelligence.com
[11] martechadvisor.com
[10] mycustomer.com
[9] usafill.com
[8] spotify.com
[7] twitter.com
[7] businessoverbroadway.com

Top Domains in Tweet in G8:
[30] genesys.com
[10] twitter.com
[8] cube365.net
[6] linkedin.com
[3] five9.com
[3] bit.ly
[3] localmeasure.com
[2] selligent.com
[2] ow.ly
[1] vimeo.com

Top Domains in Tweet in G9:
[8] twitter.com
[6] bit.ly
[5] tiffanibova.com
[5] komarketing.com
[4] growth-hackers.net
[4] seelevelhx.com
[3] techtarget.com
[3] linkedin.com
[3] tadigital.com
[2] espire.com

Top Domains in Tweet in G10:
[19] mopinion.com
[14] voiceofcustomernews.com
[4] linkedin.com
[3] engagehub.com
[3] paper.li
[2] customerthink.com
[2] adobe.com
[2] okt.to
[2] businessinsider.com
[2] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4022] cx
[924] customerexperience
[577] ai
[328] ux
[262] custserv
[247] digitaltransformation
[233] bigdata
[228] customer
[224] fintech
[212] iot



Top Hashtags in Tweet in G1:
[512] cx
[334] ai
[209] bigdata
[182] iot
[165] fintech
[145] machinelearning
[127] digitaltransformation
[126] data
[125] customerexperience
[112] ux

Top Hashtags in Tweet in G2:
[813] cx
[152] customerexperience
[87] custserv
[58] ux
[47] ai
[41] marketing
[40] contactcenter
[40] customerservice
[34] customer
[28] analytics

Top Hashtags in Tweet in G3:
[341] cx
[101] custexp
[88] customerexperience
[54] custserv
[23] customerservice
[23] data
[19] customerengagement
[16] marketing
[15] cctr
[11] customer

Top Hashtags in Tweet in G4:
[97] cx
[21] customerexperience
[19] oow19
[15] cmo
[15] ai
[13] sales
[11] crm
[11] digitaltransformation
[8] df19
[8] cio

Top Hashtags in Tweet in G5:
[119] cx
[30] customerexperience
[14] ucoms
[13] ai
[9] digitaltransformation
[9] collaboration
[9] cctr
[9] custserv
[9] ux
[7] cc

Top Hashtags in Tweet in G6:
[92] cx
[15] contactcenter
[15] custserv
[11] ai
[10] customerexperience
[8] cctr
[8] crm
[7] customerservice
[7] px
[7] startups

Top Hashtags in Tweet in G7:
[180] cx
[120] customerexperience
[24] custexp
[16] technology
[14] customerservice
[11] cxo
[11] healthcare
[11] customerfeedback
[8] cem
[8] cxangle

Top Hashtags in Tweet in G8:
[133] cx
[45] five9cxsummit
[15] ai
[12] ccaas
[12] custserv
[7] thecube
[7] enterprisetech
[7] customerexperience
[5] futurestack
[5] ebook

Top Hashtags in Tweet in G9:
[114] cx
[49] customerexperience
[24] ux
[21] userexperience
[18] business
[13] customerjourney
[9] digitaltransformation
[9] marketing
[9] reinventingcommerce
[8] personalization

Top Hashtags in Tweet in G10:
[101] customerexperience
[89] cx
[43] frictionless
[28] digitaltransformation
[26] customer
[22] digital
[16] voiceofcustomer
[13] experience
[13] voice
[13] voc

Top Words
Top Words in Tweet in Entire Graph:
[4828] Words in Sentiment List#1: Positive
[1252] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[114366] Non-categorized Words
[120446] Total Words
[4026] #cx
[1399] customer
[924] #customerexperience
[799] gt
[753] experience

Top Words in Tweet in G1:
[514] #cx
[489] gt
[334] #ai
[209] #bigdata
[182] #iot
[165] #fintech
[147] mikequindazzi
[145] #machinelearning
[127] #digitaltransformation
[126] #data

Top Words in Tweet in G2:
[813] #cx
[294] customer
[185] gt
[152] #customerexperience
[142] experience
[97] more
[87] #custserv
[71] customers
[68] now
[66] cx

Top Words in Tweet in G3:
[341] #cx
[202] customer
[101] #custexp
[96] experience
[88] #customerexperience
[54] #custserv
[44] cx
[40] forrester
[37] service
[34] use

Top Words in Tweet in G4:
[97] #cx
[38] customer
[25] interviews
[23] lnfrance
[21] rwang0
[21] #customerexperience
[20] new
[19] #oow19
[19] s
[18] data

Top Words in Tweet in G5:
[119] #cx
[53] customer
[41] experience
[35] forbes
[30] #customerexperience
[20] learn
[20] gt
[18] more
[18] register
[17] today

Top Words in Tweet in G6:
[92] #cx
[55] customer
[25] experience
[20] stephaniethum
[15] #contactcenter
[15] #custserv
[13] t
[13] today
[13] customers
[12] great

Top Words in Tweet in G7:
[180] #cx
[120] #customerexperience
[68] customer
[34] cx
[30] experience
[24] #custexp
[19] service
[16] #technology
[14] wardrobing
[14] #customerservice

Top Words in Tweet in G8:
[133] #cx
[46] five9
[45] #five9cxsummit
[39] genesys
[27] customer
[18] descargue
[18] e
[17] book
[15] customers
[15] #ai

Top Words in Tweet in G9:
[114] #cx
[49] #customerexperience
[39] customer
[24] #ux
[22] sitecore
[21] #userexperience
[20] customers
[18] #business
[16] new
[15] s

Top Words in Tweet in G10:
[101] #customerexperience
[89] #cx
[50] business
[49] mvollmer1
[48] needs
[47] future
[46] companies
[43] manage
[43] #frictionless
[43] focused

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[492] customer,experience
[467] gt,gt
[285] #cx,#customerexperience
[207] #customerexperience,#cx
[132] #ux,#cx
[124] customer,service
[114] #cx,#custserv
[89] check,out
[88] find,out
[86] learn,more

Top Word Pairs in Tweet in G1:
[322] gt,gt
[71] mikequindazzi,gt
[55] gt,#ai
[55] #ai,#chatbots
[54] 85,#customer
[54] #customer,interactions
[54] interactions,done
[54] done,without
[54] without,touch
[54] touch,2020

Top Word Pairs in Tweet in G2:
[95] gt,gt
[92] customer,experience
[57] #cx,#custserv
[56] #cx,#customerexperience
[54] gt,#cx
[48] #customerexperience,#cx
[39] customer,service
[31] #custserv,#contactcenter
[30] register,now
[28] now,gt

Top Word Pairs in Tweet in G3:
[70] customer,experience
[63] #custexp,#cx
[29] customer,service
[20] #cx,#custexp
[20] financialbrand,#cx
[19] use,data
[19] data,better
[19] better,serve
[19] serve,customer
[19] customer,financialbrand

Top Word Pairs in Tweet in G4:
[12] constellationr,cc
[12] cc,rwang0
[11] rwang0,valaafshar
[11] valaafshar,#cx
[11] #cx,#sales
[11] importance,customer
[11] customer,journey
[11] journey,map
[11] map,create
[11] create,one

Top Word Pairs in Tweet in G5:
[33] customer,experience
[16] #cx,#customerexperience
[11] free,webinar
[11] webinar,learn
[10] gt,gt
[9] #cx,#ux
[8] experience,#cx
[8] focus,customer
[8] join,panel
[8] panel,experts

Top Word Pairs in Tweet in G6:
[16] customer,experience
[8] #cx,#custserv
[6] experience,isn
[6] isn,t
[6] t,survey
[6] survey,tool
[6] tool,training
[6] training,class
[6] class,fleeting
[6] fleeting,moment

Top Word Pairs in Tweet in G7:
[43] #cx,#customerexperience
[33] #customerexperience,#cx
[28] customer,experience
[23] #cx,#custexp
[11] put,negative
[10] october,8
[10] 8,9
[10] negative,customer
[10] customer,feedback
[10] feedback,work

Top Word Pairs in Tweet in G8:
[17] e,book
[12] genesys,#cx
[12] contact,center
[10] #cx,five9
[9] customer,service
[8] gt,gt
[8] trends,#cx
[7] #ai,bots
[7] descargue,e
[7] #cx,#five9cxsummit

Top Word Pairs in Tweet in G9:
[18] #cx,#customerexperience
[12] #userexperience,#cx
[11] #ux,#userexperience
[10] customer,experience
[9] #cx,strategy
[8] #cx,new
[8] create,great
[8] #ux,#cx
[7] kelly,brennan
[7] sitecore,commerce

Top Word Pairs in Tweet in G10:
[43] companies,manage
[43] manage,business
[43] business,future
[43] future,needs
[43] needs,#frictionless
[43] #frictionless,focused
[40] mvollmer1,companies
[36] focused,#customerexperience
[27] #customerexperience,#cx
[19] #cx,#customerexperience

Top Replied-To
Top Replied-To in Entire Graph:
@sitecore
@xplorcanada
@lopezarts
@enjoyglobe
@rubenribeiroltc
@amtrak
@winglets747
@mylessuer
@paulroehrig
@benjaminpring

Top Replied-To in G1:
@mit
@benjaminpring
@paulroehrig
@cloudrecovery
@softclouds
@iotchannel
@mycustomer
@oracle
@oracleopenworld

Top Replied-To in G2:
@onpointwarranty

Top Replied-To in G3:
@legoideas
@forrester

Top Replied-To in G4:
@annemarie_ams
@evankirstel
@dhinchcliffe
@briansolis

Top Replied-To in G5:
@niceltd

Top Replied-To in G6:
@cheriyananil
@amylynhatch
@stephaniethum

Top Replied-To in G8:
@johnher2010
@teladochealth
@five9
@rowantrollope
@genesys
@danielarra

Top Replied-To in G9:
@sitecore

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@ume_kyd
@kirkdborne
@mvollmer1
@oracle
@wef
@forrester
@forbes
@five9
@verint

Top Mentioned in G1:
@mikequindazzi
@ume_kyd
@kirkdborne
@wef
@oracle
@enricomolinari
@antgrasso
@julez_norton
@softclouds
@andi_staub

Top Mentioned in G2:
@bamitav
@plumvoice
@connectritesh
@maxfrances1
@projectarmy
@larj2019
@celeas1
@eastandpartners

Top Mentioned in G3:
@forrester
@jeannebliss
@jimmarous
@financialbrand
@hyken
@mycustomer
@greenrope
@dgingiss
@sap
@annettefranz

Top Mentioned in G4:
@lnfrance
@rwang0
@constellationr
@salesforce
@dhinchcliffe
@holgermu
@valaafshar
@nexmo
@mikeschiemer
@medinism

Top Mentioned in G5:
@forbes
@uctodaynews
@talkdesk
@kdhungerford
@niceltd
@concentrix
@gridspaceinc
@ross_quintana
@ucadvocates
@cxdaryn

Top Mentioned in G6:
@stephaniethum
@sap_io
@sap_cx
@leebeckerdc
@pscspeaks
@deptvetaffairs
@heuritechdata
@vetsexperience
@connectretail
@susanhash

Top Mentioned in G7:
@happyornotcom
@ariegoldshlager
@cxupdate
@playvoxcx
@techcrunch
@incontact
@robinyearsley
@cx_experts
@renttherunway
@worthix

Top Mentioned in G8:
@five9
@genesys
@blairplez
@chu_g25
@adignan
@thecube
@genesys_latam
@babble_cloud
@stu
@rowantrollope

Top Mentioned in G9:
@jonathanaufray
@sitecore
@_kevinlim
@startgrowthhack
@gartner_inc
@coveo
@kavermes
@espireinfolabs
@epamsystems
@mckinsey

Top Mentioned in G10:
@mvollmer1
@wswmuc
@alecsocial
@celonis
@serve4impact
@julez_norton
@softclouds
@itspresso
@vawns
@fiserv

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@arkangelscrap
@sectest9
@jojokejohn
@piyuanker12
@skyhelpteam
@nosqldigest
@delta
@lifetimefitness
@gamergeeknews

Top Tweeters in G1:
@arkangelscrap
@sectest9
@jojokejohn
@chidambara09
@lorimoreno
@fintechna
@santchiweb
@iam__network
@calcaware
@marshacollier

Top Tweeters in G2:
@kobmaxqueen
@presseticker
@thekaushalsoni
@markhillary
@eng470527
@jamesvgingerich
@dogetalist
@justyvette
@bamitav
@rgrissom

Top Tweeters in G3:
@nosqldigest
@business
@kingsfanone
@bloggersatwork
@google
@alternative200
@adweek
@rnaudmeunier
@hubspot
@billquiseng

Top Tweeters in G4:
@piyuanker12
@evankirstel
@valaafshar
@rwang0
@grattongirl
@shellykramer
@holgermu
@janlgordon
@profdrpassos
@dchou1107

Top Tweeters in G5:
@gezgintrk
@tedrubin
@forbes
@chelseakrost
@spiegelonline
@juliebhunt
@marvinliao
@ross_quintana
@imoyse
@abridgwater

Top Tweeters in G6:
@markwschaefer
@ememesi
@jon_ferrara
@hellobsquared
@govloop
@nextgov
@brookesellas
@49ers
@sachinsworld17
@social_toolbox

Top Tweeters in G7:
@nicochan33
@meeksvs
@techcrunch
@mohamedbhimji
@tomi_tapio
@dsw_us
@colderice
@leoveigasanchez
@premierpapercm
@robinyearsley

Top Tweeters in G8:
@thecube
@ch
@dougonipcomm
@davemichels
@zkerravala
@nojitter
@crn
@genesys
@stu
@dvellante

Top Tweeters in G9:
@aldo_zaffalon
@socialmedia2day
@arena51
@startup_nerd
@ammarketing_nl
@claudiomkd
@dish
@startgrowthhack
@jonathanaufray
@afigueiredo

Top Tweeters in G10:
@tess_blue815
@andrewmorrisuk
@timothy_hughes
@yvesmulkers
@openmarketingtv
@theeconomist
@adamsconsulting
@ene3112
@diversity54
@researchmrx


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