#cx, Twitter, 9/27/2020 11:28:24 PM, 236107


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#cx_2020-09-27_14-30-02.xlsx
#cx_2020-09-27_14-30-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 27, 2020
Short Description:
#cx via NodeXL https://bit.ly/2HrX1Qf
@enricomolinari
@chidambara09
@microsmallbusi1
@botnowa
@forbes
@ricardosgulko
@billquiseng
@softclouds
@ronald_vanloon
@stephaniethum

Top hashtags:
#cx
#customerexperience
#ai
#iot
#ux
#data
#marketing
#digitaltransformation

Description:
Description
The graph represents a network of 4,896 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, 27 September 2020 at 21:41 UTC.

The requested start date was Sunday, 27 September 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 4-day, 2-hour, 2-minute period from Monday, 21 September 2020 at 14:28 UTC to Friday, 25 September 2020 at 16:31 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 : 4896
Unique Edges : 5111
Edges With Duplicates : 10095
Total Edges : 15206
Number of Edge Types : 5
MentionsInRetweet : 5477
Retweet : 3497
Mentions : 3596
Tweet : 2501
Replies to : 135
Self-Loops : 2718
Reciprocated Vertex Pair Ratio : 0.0426124495195655
Reciprocated Edge Ratio : 0.0817416855883532
Connected Components : 1014
Single-Vertex Connected Components : 631
Maximum Vertices in a Connected Component : 3041
Maximum Edges in a Connected Component : 12193
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.890432
Graph Density : 0.000312401944093947
Modularity : 0.416932
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 4,896 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, 27 September 2020 at 21:41 UTC.

The requested start date was Sunday, 27 September 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 4-day, 2-hour, 2-minute period from Monday, 21 September 2020 at 14:28 UTC to Friday, 25 September 2020 at 16:31 UTC.

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

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

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #cx
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[101] -
[32] https://s2.radio.co/s532f0345f/listen
[25] blog
[24] http://www.iotcentral.io/blog/user-experience-ux-is-at-the-heart-of-digital-transformation
[24] September
[24] 2020
[24] external
[21] https://www.concentricmarket.com/how-prescriptive-analytics-provides-a-roadmap-to-your-revenue-target?arc=DSC_LI_Preferred
[19] https://www.splunk.com/en_us/form/5-steps-to-transform-your-it-organization-with-ai.html?utm_campaign=google_amer_en_discovery_it&utm_source=google&utm_medium=display&utm_content=IT_5_Steps_to_Transform_CIO_TL&utm_term=&_bk=&_bt=435222742943&_bm=&_bn=&_bg=85025997595&gclid=CjwKCAjwmMX4BRAAEiwA-zM4Jv-qm6w6m9QYF3C8FzOQxOg1_iD9cUN1tzQ-aY9ShiJr-yS9bZNcwhoCuaUQAvD_BwE
[17] https://cx-journey.com/2020/09/cx-journey-musings-on-the-basis-of-cx.html

Top URLs in Tweet in G1:
[13] https://www.eglobalis.com/podcast/transforming-the-digital-customer-experience/
[12] https://disruptionhub.com/why-data-quality-is-critical-for-digital-transformation/
[11] https://www.forbes.com/sites/danielnewman/2020/09/21/top-10-digital-transformation-trends-for-2021/?utm_content=140559533&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[10] https://www.commercient.com/how-iot-is-transforming-crm-for-manufacturing/?utm_content=140518917&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[10] https://www.cio.com/article/3575516/ai-gives-it-an-edge-in-improving-customer-experience.html?utm_content=140801687&utm_medium=social&utm_source=twitter&hss_channel=tw-38306887
[10] https://www2.deloitte.com/us/en/insights/industry/health-care/six-imperatives-chief-strategy-officer-healthcare.html?id=us:2sm:3tw:4di6278::6lshc:20191124220000:csosurvey:2809884417&utm_source=tw&utm_campaign=di6278&utm_content=lshc&utm_medium=social&linkId=77546213
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235536
[9] https://www.lek.com/insights/covid-19-and-role-digital-industrials
[9] https://iiot-world.com/industrial-iot/connected-industry/the-oem-iiot-blind-spot-the-advantage-oems-often-miss/
[7] https://www.cio.com/article/3575516/ai-gives-it-an-edge-in-improving-customer-experience.html?utm_content=140801688&utm_medium=social&utm_source=twitter&hss_channel=tw-1081234791758946304

Top URLs in Tweet in G2:
[17] https://home.dmexco.com/
[11] https://www.vanillaplus.com/tech-trends-reports/
[8] https://explore.sprinklr.com/webinar-rebuilding-retails-customer-experience-an-industry-panel-discussion.html?tfa_1350=rose&tfa_1351=sprinklr&utm_content=webinar&utm_source=rose&utm_medium=sprinklr&utm_campaign=retail-recovery-management-webinar-9-30-20&utm_source=TWITTER&utm_medium=Sprinklr+Advocacy&utm_content=Sprinklr+Advocacy+%28Ro%C5%9Be%29
[8] https://www.sap.com/covid-19/back-to-best.html
[5] https://www.crm-tech.world/software-auswahl/anbieter-portraits/salesforce-uebernimmt-mobify-einen-headless-commerce-anbieter/
[5] https://tweetedtimes.com/v/8731?s=rgp
[5] https://customerservicerevolution.com/
[4] https://blog.m-ize.com/blog/transparency-is-a-virtue-in-business?utm_campaign=Assessment
[4] /
[4] Demo

Top URLs in Tweet in G3:
[97] -
[24] blog
[24] September
[24] 2020
[24] external
[22] http://www.iotcentral.io/blog/user-experience-ux-is-at-the-heart-of-digital-transformation
[19] https://www.concentricmarket.com/how-prescriptive-analytics-provides-a-roadmap-to-your-revenue-target?arc=DSC_LI_Preferred
[16] Did
[16] You
[16] Hear%3F

Top URLs in Tweet in G4:
[32] https://s2.radio.co/s532f0345f/listen
[15] https://cx-journey.com/2020/09/cx-journey-musings-on-the-basis-of-cx.html
[15] https://www.cxday2020.com
[9] https://www.getfeedback.com/cx-impact-summit/
[5] http://dlvr.it/Rh07RK
[5] http://customerservicedaily.com
[4] https://twitter.com/i/moments/1307433077585649666
[4] https://pod.co/science-of-cx/ep-41
[4] https://www.cxday2020.com/
[4] https://www.business2community.com/customer-experience/3-employee-experience-touchpoints-that-impact-customer-experience-02346648

Top URLs in Tweet in G5:
[8] https://www.cio.com/article/3575516/ai-gives-it-an-edge-in-improving-customer-experience.html
[4] https://www.constellationr.com/blog-news/it-s-time-think-differently-about-business-apps-and-future-customer-facing-work
[3] https://blog.adobe.com/en/2020/09/17/experience-maker-awards-the-advocate-foxtel.html?sdid=25XLCS7D&mv=social&mv2=ownsoc-org
[3] https://www.businesswire.com/news/home/20200923005329/en
[2] https://blog.adobe.com/en/2020/09/24/chelsea-kiko-mcgraw-hill-ambassador-winner.html?sdid=WB99JMV9&mv=social&mv2=ownsoc-org
[2] https://www.constellationr.com/blog-news/digital-transformation-back-end-customer-experience-what-leaders-new-c-suite-are-thinking
[2] https://techwireasia.com/2019/09/how-nissan-uses-digital-solutions-to-deepen-bonds-with-customers/
[2] https://thekeenfolks.com/bridge-the-digital-gap/
[2] https://www.zdnet.com/article/the-role-of-the-cio-in-customer-experience/
[1] https://ev.ringcentral.com/developerconferenceonline2020

Top URLs in Tweet in G6:
[4] https://medium.com/@DanGalante/social-networks-turn-to-e-commerce-for-revenue-cfd7d321c61
[3] https://amp.interestingengineering.com/ibm-amazon-dxc-deloitte-accenture-uneeq-launch-digital-human-partnership?utm_source=Twitter&utm_medium=Article&utm_campaign=organic&utm_content=Sep19&__twitter_impression=true
[3] https://medium.com/@DanGalante/how-to-use-marketing-to-transform-the-organization-2be1fb56d70e
[2] https://www2.ttec.com/emea/ebook/rethink-your-cx-tw
[2] https://www.fortuneindia.com/opinion/delivering-better-customer-experience-in-a-no-touch-world/104698
[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.cio.com/article/3575090/the-future-of-retail-isn-t-what-it-used-to-be.html
[1] https://youtu.be/BZkb5dfwkJ8?t=930&utm_campaign=Third%20Party%20Featured&utm_content=140861265&utm_medium=social&utm_source=twitter&hss_channel=tw-156727411
[1] http://evrythng.com/evrythng-product-cloud-for-apparel/?utm_campaign=Product%20Cloud%20Apparel%20WP&utm_content=140548125&utm_medium=social&utm_source=twitter&hss_channel=tw-156727411
[1] https://evrythng.com/helping-brands-maximize-the-power-of-real-time-product-data-for-competitive-advantage-and-direct-to-consumer-engagement/?utm_campaign=GS1&utm_content=140756950&utm_medium=social&utm_source=twitter&hss_channel=tw-156727411

Top URLs in Tweet in G7:
[5] https://www.cmswire.com/customer-experience/how-machine-learning-improves-customer-experience-and-increases-revenue/
[4] https://www.cmswire.com/customer-experience/5-ways-to-improve-the-customer-journey-map-for-better-customer-experience/
[4] https://www.cmswire.com/digital-experience/customer-data-platforms-bring-omnichannel-choreography-within-reach/
[4] https://www.cmswire.com/digital-marketing/marketers-escape-the-vicious-cycle-of-poor-consumer-data-practices/
[3] https://customerthink.com/making-customer-experience-part-of-your-companys-dna/
[3] https://www.connexservice.ca/connex-assurance-testing-solutions-cats/
[3] http://myjourney.pointillist.com/webinar-forrester-customer-journey-measurement.html?utm_source=twitter&utm_medium=social&utm_campaign=forrester-journey-measurement-webinar&utm_content=post
[3] https://searchengineland.com/the-rise-of-reputation-experience-management-341026
[2] https://smartercx.com/5-more-on-the-fly-customer-experience-tips-during-a-period-of-uncertainty/
[2] http://customerthink.com/what-is-customer-journey-analytics/

Top URLs in Tweet in G8:
[5] https://mopinion.com/en/customer-experience-cx-survey-questions/?utm_content=bufferbf8de&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://mopinion.com/en/recharge-partners-with-mopinion/?utm_content=bufferbe7a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://mopinion.com/en/cx-top-5-youtube-videos/?utm_content=bufferbed9f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://mopinion.com/en/28-voice-of-the-customer-voc-tools-an-overview-comparison/?utm_content=bufferb0e50&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://mopinion.com/en/new-website-5-reasons-to-start-with-customer-feedback-right-away/?utm_content=buffer1681a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://mopinion.com/en/biggest-cx-software-acquisitions-2020/?utm_content=buffer829e0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.amazon.com/Anything-You-Want-Entrepreneur-1707-12-23/dp/B0161TEVIK/ref=sr_1_2?crid=3OEDH5SCEV612&dchild=1&keywords=anything+you+want&qid=1601013016&sprefix=anything+you+,aps,407&sr=8-2
[3] https://www.strategy-business.com/article/Delivering-on-your-promises?gko=7cece
[3] https://www.strategy-business.com/blog/Media-and-telecommunications-companies-must-reinvent-customer-experience-in-response-to-COVID-19?gko=6d4d9
[3] https://www.strategy-business.com/blog/Forget-about-the-new-normal-Design-something-different?gko=d4bf5&utm_source=itw&utm_medium=itw20200915&utm_campaign=resp

Top URLs in Tweet in G9:
[7] https://www.mycustomer.com/customer-experience/loyalty/how-to-reimagine-your-customer-experience-in-a-time-of-change-your-first
[6] https://www.america-retail.com/neuromarketing/neuromarketing-consumidor-post-confinamiento/
[5] https://us02web.zoom.us/meeting/register/tZYsdeuppzsqE9PacMrD4d58AtOh34xY8QUy
[4] https://empresas.blogthinkbig.com/retail-transformacion-digital/
[3] https://revistabyte.es/actualidad-it/experiencia-del-empleado/
[3] https://beyondphilosophy.com/how-to-make-your-experience-easy-and-gain-growth/
[3] https://www.linkedin.com/pulse/why-what-we-believe-sometimes-just-wrong-colin-shaw/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base_post_details%3BzkfsfAOfRkem5vqepHrxjA%3D%3D
[3] https://beyondphilosophy.com/
[2] https://asociaciondec.org/eventos/congreso/congreso-2020/
[2] https://www.forbes.com/sites/theyec/2020/09/10/top-three-tips-for-a-great-customer-experience/

Top URLs in Tweet in G10:
[4] https://www.netflix.com/title/80202462
[3] https://www.proxem.com/interview-client-kamal-harfaoui-responsable-voix-du-client-chez-bouygues-telecom/?utm_source=twitter&utm_medium=social&utm_campaign=plezi
[2] https://www.oracle.com/events/live/the-time-is-now/
[2] https://blogs.oracle.com/modernfinance/the-mission-critical-need-for-cfos-to-partner-with-cmos
[2] https://go.oracle.com/LP=97795?elqCampaignId=261027&src1=:so:tw:or:dg:ocorp::CopyBlocks&SC=:so:tw:or:dg:ocorp::CopyBlocks&pcode=WWMK200729P00046
[2] https://smartercx.com/everything-you-need-to-know-about-the-often-imitated-cx-podcast/
[2] https://www.youtube.com/watch?v=VKeKlZqa4Xc

[2] https://www.inc.com/joel-comm/3-tips-for-building-stronger-customer-relationships-during-pandemic.html
[2] https://www.proxem.com/en/customer-interview-kamal-harfaoui-customer-voice-manager-at-bouygues-telecom/?utm_source=twitter&utm_medium=social&utm_campaign=plezi
[2] https://www.lemagit.fr/actualites/252489423/Oracle-CX-plus-doutils-pour-lintervention-terrain-le-libre-service-et-les-agents-a-domicile

Top Domains
Top Domains in Tweet in Entire Graph:
[256] linkedin.com
[217] twitter.com
[147] pivotpointsolutions.net
[142] okt.to
[141] dy.si
[93] forbes.com
[64] cmswire.com
[52] mycustomer.com
[50] customerthink.com
[49] medium.com

Top Domains in Tweet in G1:
[33] mycustomer.com
[30] forbes.com
[21] cio.com
[20] twitter.com
[17] nobelbiz.com
[16] eglobalis.com
[13] commercient.com
[12] disruptionhub.com
[10] cmswire.com
[10] deloitte.com

Top Domains in Tweet in G2:
[112] linkedin.com
[43] dy.si
[30] twitter.com
[24] okt.to
[17] dmexco.com
[15] m-ize.com
[13] sprinklr.com
[13] crm-tech.world
[11] vanillaplus.com
[10] sap.com

Top Domains in Tweet in G3:
[34] linkedin.com
[33] karlsmith.info
[32] paradigm-interactions.com
[29] twitter.com
[27] bah.com
[26] verint.com
[22] iotcentral.io
[21] commercient.com
[20] medium.com
[19] concentricmarket.com

Top Domains in Tweet in G4:
[43] twitter.com
[32] radio.co
[29] dlvr.it
[26] cx-journey.com
[21] dy.si
[19] cxday2020.com
[15] hyken.com
[12] customerbliss.com
[11] the-future-of-commerce.com
[10] forbes.com

Top Domains in Tweet in G5:
[8] constellationr.com
[8] cio.com
[8] twitter.com
[6] adobe.com
[3] linkedin.com
[3] bai.org
[3] businesswire.com
[2] targetgroup.com
[2] pardot.com
[2] techwireasia.com

Top Domains in Tweet in G6:
[13] medium.com
[7] ttec.com
[3] evrythng.com
[3] interestingengineering.com
[2] youtu.be
[2] co.uk
[2] twitter.com
[2] fortuneindia.com
[2] rptn.co
[2] linkedin.com

Top Domains in Tweet in G7:
[32] cmswire.com
[21] customerthink.com
[20] postbeyond.com
[18] dy.si
[7] xceltrait.com
[7] twitter.com
[6] linkedin.com
[4] forbes.com
[4] okt.to
[4] pointillist.com

Top Domains in Tweet in G8:
[40] mopinion.com
[12] strategy-business.com
[8] forbes.com
[5] twitter.com
[4] medium.com
[3] amazon.com
[3] youtube.com
[3] co.uk
[3] inc.com
[2] google.com

Top Domains in Tweet in G9:
[19] beyondphilosophy.com
[9] linkedin.com
[8] mycustomer.com
[6] america-retail.com
[6] zoom.us
[5] customerthink.com
[4] asociaciondec.org
[4] blogthinkbig.com
[3] thecollaboratives.com
[3] youtube.com

Top Domains in Tweet in G10:
[18] dy.si
[12] oracle.com
[6] inc.com
[5] proxem.com
[4] netflix.com
[3] smartercx.com
[3] youtube.com
[2] forbes.com
[2] lemagit.fr
[1] apple.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5473] cx
[1145] customerexperience
[1011] ai
[532] iot
[512] ux
[419] data
[417] marketing
[408] digitaltransformation
[340] innovation
[322] custexp



Top Hashtags in Tweet in G1:
[641] cx
[208] customerexperience
[202] ehealth
[201] ai
[155] iot
[135] digitaltransformation
[84] marketing
[69] medtech
[65] fintech
[62] smarthome

Top Hashtags in Tweet in G2:
[886] cx
[155] customerexperience
[63] ux
[56] customerservice
[41] ai
[31] data
[30] marketing
[29] digital
[28] tuesdaytruth
[26] dmexco20

Top Hashtags in Tweet in G3:
[646] cx
[580] ai
[352] iot
[230] ux
[190] bigdata
[155] digitaltransformation
[147] machinelearning
[135] artificialintelligence
[129] datascience
[125] iiot

Top Hashtags in Tweet in G4:
[593] cx
[151] customerexperience
[64] custexp
[57] custserv
[33] cxpafinland
[32] shirute
[30] customerservice
[27] cxchat
[24] cxday
[22] culture

Top Hashtags in Tweet in G5:
[118] cx
[35] customerexperience
[26] ai
[15] digitaltransformation
[13] it
[7] digital
[7] idgtechtalk
[6] marketing
[5] developers
[5] tech

Top Hashtags in Tweet in G6:
[54] 5g
[53] flexpai
[53] foldable
[53] smartphone
[50] cx
[34] google
[29] duckduckgo
[29] seo
[29] privacy
[28] dataprotection

Top Hashtags in Tweet in G7:
[199] cx
[46] customerexperience
[22] marketing
[17] digiblogchat
[11] customerservice
[10] cctr
[9] cxm
[9] custserv
[9] connexcats
[9] assurancetesting

Top Hashtags in Tweet in G8:
[138] cx
[73] customerexperience
[43] ux
[26] marketing
[23] userexperience
[16] customerservice
[16] customer
[16] business
[15] customerfeedback
[15] customerjourney

Top Hashtags in Tweet in G9:
[110] cx
[44] customerexperience
[26] experienciadecliente
[25] beyondphilosophy
[20] customerdrivengrowth
[17] businessgrowth
[15] customerexperiencemanagement
[9] cxday
[8] marketing
[6] neuromarketing

Top Hashtags in Tweet in G10:
[85] cx
[12] oracle
[10] dmexco20
[9] customerexperience
[9] ia
[5] cloud
[5] customerservice
[5] oftenimitated
[5] interview
[4] erp

Top Words
Top Words in Tweet in Entire Graph:
[5472] #cx
[1773] customer
[1252] experience
[1145] #customerexperience
[1010] #ai
[661] more
[618] customers
[532] #iot
[512] #ux
[469] enricomolinari

Top Words in Tweet in G1:
[641] #cx
[428] enricomolinari
[216] customer
[208] #customerexperience
[202] #ehealth
[201] #ai
[166] experience
[155] #iot
[135] people
[135] #digitaltransformation

Top Words in Tweet in G2:
[885] #cx
[297] customer
[184] experience
[155] #customerexperience
[126] customers
[118] more
[75] learn
[72] business
[63] #ux
[63] digital

Top Words in Tweet in G3:
[646] #cx
[580] #ai
[352] #iot
[230] #ux
[190] #bigdata
[180] customer
[166] experience
[155] #digitaltransformation
[147] #machinelearning
[139] kirkdborne

Top Words in Tweet in G4:
[593] #cx
[242] customer
[151] #customerexperience
[135] cx
[128] experience
[104] join
[83] customers
[70] more
[67] distinction
[64] #custexp

Top Words in Tweet in G5:
[118] #cx
[90] experience
[67] customer
[35] #customerexperience
[35] briansolis
[34] driven
[34] customer's
[33] vs
[33] matter
[33] perspective

Top Words in Tweet in G6:
[59] ingliguori
[56] pawlowskimario
[55] today
[54] #5g
[53] #flexpai
[53] #foldable
[53] #smartphone
[53] capability
[53] available
[53] digitaltrends

Top Words in Tweet in G7:
[199] #cx
[110] customer
[60] experience
[46] #customerexperience
[43] more
[29] learn
[23] service
[22] customerthink
[22] #marketing
[20] cmswire

Top Words in Tweet in G8:
[138] #cx
[73] #customerexperience
[43] #ux
[34] customer
[29] experience
[28] customers
[26] #marketing
[23] #userexperience
[21] learn
[19] design

Top Words in Tweet in G9:
[110] #cx
[44] #customerexperience
[32] customer
[26] #experienciadecliente
[25] #beyondphilosophy
[20] experience
[20] #customerdrivengrowth
[17] asociacion_dec
[17] #businessgrowth
[15] #customerexperiencemanagement

Top Words in Tweet in G10:
[85] #cx
[29] customer
[26] oracle
[16] dmexco
[13] renniksn
[13] experiences
[12] cloud
[12] #oracle
[12] customers
[12] service

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[705] customer,experience
[273] #customerexperience,#cx
[272] #cx,#customerexperience
[211] #custexp,#cx
[194] #cx,#ux
[174] customer,service
[168] #ux,#cx
[148] #cxm,#custexp
[141] #ai,#iot
[118] enricomolinari,#ehealth

Top Word Pairs in Tweet in G1:
[113] enricomolinari,#ehealth
[111] customer,experience
[105] intengineering,enricomolinari
[93] enricomolinari,special
[85] ageing,people
[57] great,#ehealth
[57] #ehealth,example
[57] example,assisting
[52] #customerexperience,#cx
[49] assisting,ageing

Top Word Pairs in Tweet in G2:
[108] customer,experience
[50] #customerexperience,#cx
[48] #cx,#customerexperience
[33] experience,#cx
[28] #tuesdaytruth,#cx
[27] leading,brands
[26] attending,#dmexco20
[26] #dmexco20,hear
[26] world,leading
[26] brands,using

Top Word Pairs in Tweet in G3:
[113] #ai,#iot
[81] #ux,#cx
[80] customer,experience
[76] #bigdata,#datascience
[76] #cx,#ux
[64] #ux,#iot
[62] #digitaltransformation,#businessagility
[62] #businessagility,#cx
[60] user,experience
[59] #cx,#startup

Top Word Pairs in Tweet in G4:
[78] customer,experience
[46] #cx,#customerexperience
[37] cx,journey
[34] ideas,#cx
[33] scott,mckain
[33] playing,distinction
[33] distinction,radio
[33] radio,join
[33] join,cutting
[33] cutting,edge

Top Word Pairs in Tweet in G5:
[46] customer,experience
[34] customer's,experience
[33] experience,vs
[33] vs,customer's
[33] experience,matter
[33] matter,perspective
[33] perspective,really
[33] really,#cx
[33] #cx,always
[33] always,driven

Top Word Pairs in Tweet in G6:
[53] #foldable,#smartphone
[53] #smartphone,#5g
[53] #5g,capability
[52] royole,#flexpai
[52] #flexpai,#foldable
[52] capability,available
[52] available,buy
[52] buy,today
[52] today,digitaltrends
[51] pawlowskimario,royole

Top Word Pairs in Tweet in G7:
[38] customer,experience
[21] customer,service
[13] learn,more
[12] customer,journey
[11] #marketing,#cx
[8] #customerexperience,#cx
[8] #cx,#customerexperience
[8] improve,customer
[8] customerthink,#cx
[8] pete,stein

Top Word Pairs in Tweet in G8:
[18] customer,experience
[15] #ux,#cx
[14] #customerexperience,#customerservice
[14] #customerservice,#customer
[14] #customer,#business
[14] #business,#marketing
[14] #cx,#customerexperience
[13] #customerexperience,#cx
[11] #marketing,#customerappreciation
[11] #cx,#ux

Top Word Pairs in Tweet in G9:
[26] #cx,#customerexperience
[17] #cx,#customerdrivengrowth
[14] customer,experience
[13] #customerdrivengrowth,#businessgrowth
[13] #businessgrowth,#beyondphilosophy
[9] #customerexperiencemanagement,#experienciadecliente
[8] #customerexperience,#experienciadecliente
[7] first,six
[7] six,steps
[7] reimagine,customer

Top Word Pairs in Tweet in G10:
[9] oracle,#cx
[9] #cx,plus
[8] #cx,dmexco
[8] #ia,renforcée
[8] renforcée,interactions
[8] interactions,clients
[8] clients,fournisseurs
[8] fournisseurs,facilitées
[8] facilitées,catalogue
[8] catalogue,nouveautés

Top Replied-To
Top Replied-To in Entire Graph:
@contactbabel
@ddu17
@ejengwall
@sueduris
@joshvoc
@jtwatkin
@ujetco
@stephaniethum
@dgingiss
@billquiseng

Top Replied-To in G1:
@dgingiss
@billquiseng
@ddu17
@enricomolinari
@ujetco
@zendesk
@jeanniecw
@andrewincontact
@paula_piccard
@sheknowswork

Top Replied-To in G3:
@evolvai
@451
@idc

Top Replied-To in G4:
@sueduris
@ejengwall
@joshvoc
@jtwatkin
@stephaniethum
@ijgolding
@oracle
@nexxworks
@nicholaszeisler
@uniphore

Top Replied-To in G5:
@nyike
@willkelly

Top Replied-To in G7:
@contactbabel
@financialbrand
@colfaxinsurance

Top Replied-To in G8:
@pwc

Top Mentioned
Top Mentioned in Entire Graph:
@ume_kyd
@enricomolinari
@antgrasso
@kirkdborne
@ronald_vanloon
@intengineering
@userexperienceu
@digitaltrends
@pawlowskimario

Top Mentioned in G1:
@enricomolinari
@intengineering
@antgrasso
@lindagrass0
@wswmuc
@inengineering
@ricardosgulko
@digitaltrends
@andi_staub
@mvollmer1

Top Mentioned in G2:
@projectarmy
@passion_exp
@stardust_qa
@elevatiq
@socialmagnets1
@demodori6
@mishbatt
@inkitmail

Top Mentioned in G3:
@kirkdborne
@ronald_vanloon
@userexperienceu
@antgrasso
@karlsmithcio
@mikequindazzi
@pwc
@verint
@fisher85m
@pinakilaskar

Top Mentioned in G4:
@stephaniethum
@annettefranz
@hyken
@jtwatkin
@jeannebliss
@dgingiss
@marshacollier
@jeanniecw
@stacysherman
@ejengwall

Top Mentioned in G5:
@briansolis
@dhinchcliffe
@lnfrance
@constellationr
@mitraazizirad
@ckiko47
@katiemartell
@ross_quintana
@adobeexpcloud
@rtarkoff

Top Mentioned in G6:
@pawlowskimario
@digitaltrends
@ingliguori
@marcusborba
@uneeqa
@evrythng
@danonmedium
@pcr_online
@valvacante

Top Mentioned in G7:
@customerthink
@cmswire
@merkle
@interprosepr
@adage
@jeffsheehan
@contactbabel
@martechconf
@forbes
@forrester

Top Mentioned in G8:
@icxassociation
@mohamed_isa
@stratandbiz
@tcs
@xp_acad
@forbescmo
@roarstech
@thomasastewart
@retlguru
@wilsonwychow

Top Mentioned in G9:
@asociacion_dec
@joepine
@chantelbot
@medallia
@colinshaw_cx
@lukkapxperience
@te_granempresa
@customerthink
@adrianswinscoe
@lou_carbone

Top Mentioned in G10:
@oracle
@renniksn
@dmexco
@inc
@bastwins
@oracleservcloud
@descahill
@bouyguestelecom
@forbes
@oraclemktgcloud

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@sectest9
@united
@flipkartsupport
@chidambara09
@cybersec_feeds
@evankirstel
@avosfrommexico
@sudeepkhatri
@femtech_

Top Tweeters in G1:
@chidambara09
@evankirstel
@lorimoreno
@fantasticradioo
@xaelbot
@tres444
@fintechna
@richsimmondsza
@trippbraden
@nicochan33

Top Tweeters in G2:
@stanleyepstein
@g00dwinfred
@cyclismactu
@logz05
@justyvette
@mercymkushi
@kevin_craine
@cepymenews
@news_postseven
@thedailynumbers

Top Tweeters in G3:
@sectest9
@cybersec_feeds
@taieb_bot
@andrewmorrisuk
@cybersecurityn8
@pizzahutxbox
@jeandoobs
@codegnuts
@donaldndoro
@redianbot

Top Tweeters in G4:
@rockchristopher
@marshacollier
@tweetinggoddess
@b2community
@onomsalam2pas
@4c7f21ac5bb74b0
@verizon
@mackcollier
@rachelloumiller
@ronkarr

Top Tweeters in G5:
@johnapp63499667
@angeldavitkov
@serverlessfan
@merckxcycling
@jamesvgingerich
@shellykramer
@holgermu
@maxinweb82
@mowenranger
@tamaramccleary

Top Tweeters in G6:
@femtech_
@vivmilano
@jacobussystems
@vivekghosal
@domingonarvaez1
@beemrajbhagwan5
@natashareid95
@lrasquilha
@drrueckauf
@teamofindore

Top Tweeters in G7:
@mediapost
@maricarjagger
@jeffsheehan
@entrepreneur
@grassrootsdnc
@carol_stephen
@adage
@maewmb
@pcmag
@sproutsocial

Top Tweeters in G8:
@tacobell
@vievararosel
@togovern
@mrtallerjerry
@faithcompassion
@wired
@smssupply
@dangalante
@customerexpnews
@vocnews_online

Top Tweeters in G9:
@la_informacion
@lavozdegalicia
@bbva
@rintereconomia
@puromarketing
@colinshaw_cx
@zara
@te_granempresa
@dirigentesdg
@mertrak

Top Tweeters in G10:
@thomasclone
@bouyguestelecom
@inc
@brent_nooroa
@joelcomm
@77mmorais
@shaynelibby
@nigewillson
@shyamvaran
@olivpetit