custexp, Twitter, 3/3/2020 1:16:56 AM, 222383


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custexp_2020-03-02_17-00-45.xlsx
custexp_2020-03-02_17-00-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 03, 2020
Short Description:
custexp via NodeXL http://bit.ly/39imV23
@annettefranz
@mycustomer
@balaji_sandiego
@cxinsider
@dangalante
@hyken
@forbes
@debbieszumylo
@nyedtechteacher
@ariegoldshlager

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

Description:
Description
The graph represents a network of 704 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 Tuesday, 03 March 2020 at 01:01 UTC.

The requested start date was Monday, 02 March 2020 at 01:01 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, 22-hour, 47-minute period from Monday, 17 February 2020 at 01:33 UTC to Monday, 02 March 2020 at 00:20 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 : 704
Unique Edges : 885
Edges With Duplicates : 1456
Total Edges : 2341
Number of Edge Types : 4
Tweet : 581
Mentions : 884
MentionsInRetweet : 870
Replies to : 6
Self-Loops : 581
Reciprocated Vertex Pair Ratio : 0.0712136409227683
Reciprocated Edge Ratio : 0.132958801498127
Connected Components : 99
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 508
Maximum Edges in a Connected Component : 1940
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.241671
Graph Density : 0.0021579593948015
Modularity : 0.377466
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 704 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 Tuesday, 03 March 2020 at 01:01 UTC.

The requested start date was Monday, 02 March 2020 at 01:01 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, 22-hour, 47-minute period from Monday, 17 February 2020 at 01:33 UTC to Monday, 02 March 2020 at 00:20 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:
[52] -
[25] https://cx-journey.com/2020/02/11-tips-to-ensure-you-achieve-roi-from-your-voc-program.html
[24] 2020
[24] the
[14] https://www.mycustomer.com/community/blogs/ricardo-gulko/the-best-customer-experience-books-of-last-year?platform=hootsuite
[12] blog
[12] Will
[12] Shape
[12] Up
[12] to

Top URLs in Tweet in G1:
[25] https://cx-journey.com/2020/02/11-tips-to-ensure-you-achieve-roi-from-your-voc-program.html
[11] https://www.forbes.com/sites/forbesagencycouncil/2020/02/21/great-customer-experience-starts-with-employee-experience/#11d5d1a47879
[10] http://cxpert.com.au/standing-tall-with-customer-experience/
[8] https://cx-journey.com/2020/01/digital-schmigital.html
[7] https://www.customercontactweekdigital.com/customer-experience/articles/6-steps-on-how-to-close-the-biggest-problem-in-todays-contact-center
[7] https://www.customercontactweekdigital.com/customer-experience/articles/annette-franz-informing-your-cx-strategy-with-consumer-journey-maps
[6] https://cx-journey.com/2020/01/lets-talk-about-putting-the-customer-in-customer-experience.html
[6] https://cx-journey.com/2014/05/whats-cost-of-listening-to-customers.html
[6] https://www.mycustomer.com/community/blogs/ricardo-gulko/the-best-customer-experience-books-of-last-year?platform=hootsuite
[5] https://cx-journey.com/2020/01/employee-experience-good-for-employees-good-for-business-2.html

Top URLs in Tweet in G2:
[12] https://www.mycustomer.com/customer-experience/engagement/cx-and-price-image-how-you-can-harm-your-brand-by-improving?platform=hootsuite
[11] https://www.mycustomer.com/customer-experience/engagement/why-a-major-cx-misconception-is-causing-customer-experience-job-cuts?platform=hootsuite
[10] https://www.mycustomer.com/customer-experience/engagement/five-common-practices-of-companies-with-strong-customer-service?platform=hootsuite
[10] https://www.mycustomer.com/resources/how-to-ensure-your-cx-programme-has-2020-vision?platform=hootsuite
[10] https://www.mycustomer.com/resources/how-to-turn-your-contact-centre-agents-into-cx-heroes?platform=hootsuite
[10] https://www.mycustomer.com/customer-experience/engagement/seven-critical-customer-journey-mapping-mistakes-to-avoid?platform=hootsuite
[8] https://www.mycustomer.com/hub/contact-centre-best-practices-to-improve-cx?platform=hootsuite
[8] https://www.mycustomer.com/service/management/how-cancel-culture-is-harming-customer-loyalty-and-how-to-respond?platform=hootsuite
[8] https://www.mycustomer.com/resources/how-to-deliver-customer-experience-in-the-2020s?platform=hootsuite
[8] https://www.mycustomer.com/marketing/strategy/how-fomo-is-creating-a-disconnect-between-companies-and-customers?platform=hootsuite

Top URLs in Tweet in G3:
[3] https://www.inc.com/sonia-thompson/3-simple-ways-to-use-communication-to-enhance-your-brands-customer-experience.html?utm_content=119593489&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[2] https://thenextweb.com/contributors/2019/02/21/marketing-and-cx-enter-the-age-of-machine-learning-but-are-businesses-ready/?utm_content=119083204&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[1] https://www.nojitter.com/customer-experience/partner-customer-experience-success?utm_content=117905686&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[1] https://www.forbes.com/sites/forbescommunicationscouncil/2020/02/18/2020-predictions-for-marketing-and-customer-experience/?utm_content=117905701&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853#14a64dfd6ca0
[1] https://www.myfrugalbusiness.com/2019/05/businesses-need-customer-journey-map-how-to-create-maps.html?utm_content=118460753&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[1] https://www.forbes.com/sites/forbesagencycouncil/2020/02/21/great-customer-experience-starts-with-employee-experience/?utm_content=118384228&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853#7ec3784e7879
[1] https://www.allbusiness.com/cloud-communications-transform-customer-experience-124349-1.html?utm_content=118739810&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[1] https://www.forbes.com/sites/forbestechcouncil/2020/02/25/5g-wont-save-customer-experience/?utm_content=119096805&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853#194c923c60ae

Top URLs in Tweet in G4:
[7] https://www.business.att.com/learn/tech-advice/press-1-for-contact-center-transformation.html
[6] https://www.business.att.com/learn/tech-advice/omni-vs-multichannel-contact-center.html
[4] https://get.online/blog/customer-loyalty/?utm_source=so&utm_medium=org
[2] https://www.linkedin.com/pulse/what-i-learned-from-field-sales-career-nyc-dan-galante
[2] https://www.codelessplatforms.com/blog/what-is-a-customer-portal/?utm_source=t.co&utm_medium=referral&utm_campaign=twitter
[2] https://go.forrester.com/event/cx-sydney/?utm_source=twitter&utm_medium=social&utm_content=100001147112385&utm_campaign=cxsyd20&linkId=100000010819919
[2] https://go.forrester.com/customer-experience-roi-model/?utm_source=twitter&utm_medium=social&utm_content=100001134768552&utm_campaign=cx&linkId=100000010710036
[2] http://r.socialstudio.radian6.com/b2c13e3a-8779-4c09-9359-45ddcf6e156b
[2] https://www.edgeverve.com/finacle/casestudy/al-ahli-bank-kuwait/?cmpid=SOC_TWIn_appxel_261119&source=Digital&subsource=Website
[2] http://r.socialstudio.radian6.com/a6b899e4-2325-4a29-be88-986946308b13

Top URLs in Tweet in G5:
[4] https://beyondphilosophy.com/books/
[4] http://customerthink.com/early-ex-lessons-from-emotive-cx/
[2] https://beyondphilosophy.com/podcasts/
[2] https://customerthink.com/treating-your-co-workers-like-customers-how-to-set-up-your-internal-cx-metrics/
[2] https://www.customerservicemanager.com/the-five-building-blocks-of-successful-customer-strategy/?platform=hootsuite
[2] https://www.customerservicemanager.com/how-ai-has-changed-customer-experience-forever/?platform=hootsuite
[2] https://www.genesys.com/blog/post/4-barriers-to-omnichannel-greatness?platform=hootsuite
[2] https://customerthink.com/want-to-accelerate-your-cx-look-at-the-agent-experience/
[2] https://www.forbes.com/sites/larrylight/2020/02/17/it-is-cmo-wake-up-time/?utm_content=bufferca280&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.erdm.com/articles-innovator-profiles/2020/2/20/staples-principal-data-scientist-drills-down-on-the-nuances-of-intelligence

Top URLs in Tweet in G6:
[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
[3] http://cu-experienceshow.co.uk/
[3] http://theexperiencemanager.com/freeaccess
[2] http://insights.btoes.com/grab-your-copy-global-state-of-operational-excellence-2017-industry-report?utm_campaign=BTOES%20Insights%20Report%202017&utm_source=twitter&utm_medium=social
[2] http://insights.btoes.com/exclusive/report-cx-as-a-priority?utm_source=JUKEBOX
[1] https://www.business2community.com/customer-experience/3-ways-to-do-more-with-customer-experience-personalization-02134112

Top URLs in Tweet in G7:
[9] https://www.linkedin.com/pulse/how-edtech-can-gain-market-share-teacher-tomorrow-dan-galante-cmo
[4] https://www.askdangalante.com/post/190950808396/what-i-learned-from-working-in-field-sales-in-nyc
[4] https://www.youtube.com/user/TrendSettingSM
[3] https://www.askdangalante.com/post/189211819951/search-engine-marketing-trends-from-smx-east
[3] https://www.askdangalante.com/post/188197422446/10-key-insights-from-advertising-week-2019
[3] https://dangalante.me/2018/09/30/using-marketing-to-innovate-the-organization/
[3] https://dangalante.me/2020/02/21/what-i-learned-from-selling-in-nyc/
[2] https://www.askdangalante.com/post/189719734286/whats-the-future-of-ai-insights-from-the-ai
[2] https://www.askdangalante.com/post/187756739551/5-key-ideas-from-digital-marketing-world-forum
[1] https://cx-journey.com/2014/07/transforming-customer-experience-with.html

Top URLs in Tweet in G8:
[3] https://www.theguardian.com/business/2020/feb/15/the-milkman-gets-an-eco-makover-as-refill-service-knocks-on-door?CMP=Share_iOSApp_Other
[3] https://knowledge.wharton.upenn.edu/article/sweeping-sludge-front-door-consumers-businesses-can-find-barrier-free-path/
[3] https://themarkup.org/allstates-algorithm/2020/02/25/car-insurance-suckers-list
[2] https://www.gsb.stanford.edu/insights/jennifer-aaker-capturing-power-empathy
[1] https://knowledge.insead.edu/customers/manipulating-consumers-is-not-marketing-4662
[1] https://hbswk.hbs.edu/item/goals-gone-wild-the-systematic-side-effects-of-over-prescribing-goal-setting
[1] https://www.nytimes.com/2020/02/21/business/wells-fargo-settlement.html
[1] https://twitter.com/ariegoldshlager/status/1231537939164712961
[1] https://www.forbes.com/sites/forbesleadershipforum/2012/03/02/to-offer-great-customer-service-dare-to-be-bad/#4cb861db49ac
[1] https://www.washingtonpost.com/business/2020/02/27/best-buy-program-gets-shoppers-pay-twice-list-price-big-ticket-items/

Top URLs in Tweet in G9:
[3] https://jakeacarlson.com/diving-into-the-airbnb-way
[2] https://www.inc.com/sean-wise/7-tips-to-turn-customer-complaints-into-opportunities.html
[2] https://www.watermarkconsult.net/blog/2019/07/26/employee-turnover-customer-experience-and-satisfaction/
[2] https://www.forbes.com/sites/jonpicoult/2020/02/25/what-every-ceo-can-learn-from-a-crooked-lampshade/#65aa31bb4064
[2] https://www.forbes.com/sites/jonpicoult/2020/02/25/what-every-ceo-can-learn-from-a-crooked-lampshade/
[1] https://www.josephmichelli.com/blog/customers-smarter/
[1] https://cx-journey.com/2014/07/transforming-customer-experience-with.html
[1] https://www.josephmichelli.com/blog/changing-world-of-customer-experience/
[1] https://shows.acast.com/inside-influence/episodes/joseph-michelli-the-airbnb-way
[1] https://www.wsj.com/articles/youre-not-just-binge-watching-netflix-youre-having-an-experience-11582297230?mod=lead_feature_below_a_pos1

Top URLs in Tweet in G10:
[48] -
[24] 2020
[24] the
[12] blog
[12] Will
[12] Shape
[12] Up
[12] to
[12] Become
[12] Year

Top Domains
Top Domains in Tweet in Entire Graph:
[179] mycustomer.com
[119] cx-journey.com
[72] forbes.com
[58] customerthink.com
[51] twitter.com
[39] radian6.com
[32] linkedin.com
[23] customercontactweekdigital.com
[21] beyondphilosophy.com
[20] hyken.com

Top Domains in Tweet in G1:
[114] cx-journey.com
[36] forbes.com
[26] twitter.com
[22] customercontactweekdigital.com
[13] customerthink.com
[12] com.au
[12] linkedin.com
[10] callcentrehelper.com
[8] getfeedback.com
[8] mycustomer.com

Top Domains in Tweet in G2:
[171] mycustomer.com
[16] on24.com
[10] okt.to
[8] hyken.com
[8] forbes.com
[5] twitter.com
[3] beyondphilosophy.com
[3] acquire.io
[2] eglobalis.com
[2] confirmit.com

Top Domains in Tweet in G3:
[3] inc.com
[3] forbes.com
[2] thenextweb.com
[1] nojitter.com
[1] myfrugalbusiness.com
[1] allbusiness.com

Top Domains in Tweet in G4:
[18] radian6.com
[13] customerthink.com
[13] att.com
[7] mopinion.com
[4] forrester.com
[4] get.online
[4] btoes.com
[3] thetaylorreachgroup.com
[2] business2community.com
[2] co.uk

Top Domains in Tweet in G5:
[17] beyondphilosophy.com
[16] customerthink.com
[8] genesys.com
[7] hyken.com
[7] forbes.com
[5] blakemichellemorgan.com
[5] customerservicemanager.com
[3] adrianswinscoe.com
[2] experienceinvestigators.com
[2] customerbliss.com

Top Domains in Tweet in G6:
[8] btoes.com
[3] co.uk
[3] theexperiencemanager.com
[1] business2community.com
[1] comm100.com
[1] customerexperienceupdate.com
[1] cx-journey.com
[1] hyken.com

Top Domains in Tweet in G7:
[15] askdangalante.com
[12] linkedin.com
[7] dangalante.me
[4] youtube.com
[2] lnkd.in
[1] cx-journey.com

Top Domains in Tweet in G8:
[3] theguardian.com
[3] upenn.edu
[3] themarkup.org
[2] nytimes.com
[2] twitter.com
[2] stanford.edu
[1] insead.edu
[1] hbs.edu
[1] forbes.com
[1] washingtonpost.com

Top Domains in Tweet in G9:
[5] watermarkconsult.net
[4] forbes.com
[3] jakeacarlson.com
[2] inc.com
[2] josephmichelli.com
[2] wsj.com
[2] customerbliss.com
[2] fonolo.com
[2] interactions.com
[1] cx-journey.com

Top Domains in Tweet in G10:
[13] verint.com
[1] linkedin.com
[1] madcapsoftware.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1190] custexp
[785] cx
[364] custserv
[314] customerexperience
[143] cctr
[142] marketing
[124] customerservice
[87] contactcenter
[77] callcenter
[71] voc



Top Hashtags in Tweet in G1:
[309] custexp
[280] cx
[120] customerexperience
[79] custserv
[66] voc
[54] feedback
[48] cctr
[39] empexp
[31] contactcenter
[28] data

Top Hashtags in Tweet in G2:
[225] custexp
[124] cx
[88] custserv
[39] cctr
[32] marketing
[11] leadership
[9] customerexperience
[7] customerservice
[7] reputation
[6] measure

Top Hashtags in Tweet in G3:
[12] custexp
[10] cx
[2] ml
[1] robot
[1] custserv

Top Hashtags in Tweet in G4:
[140] custexp
[43] customerservice
[40] customerexperience
[38] cx
[33] custserv
[17] cctr
[17] contactcenter
[16] digitaltransformation
[15] callcenter
[15] trulydigital

Top Hashtags in Tweet in G5:
[84] custexp
[77] cx
[43] custserv
[30] customerexperience
[12] beyondphilosophy
[5] cxe
[4] customerdrivengrowth
[2] businessgrowth
[2] ai
[1] podcast

Top Hashtags in Tweet in G6:
[33] custexp
[23] cx
[13] tisdd
[8] doitextra
[8] servicedesign
[7] customerexperience
[7] brandsays
[6] ux
[4] journeymapping
[4] custserv

Top Hashtags in Tweet in G7:
[67] marketing
[49] sales
[36] custexp
[34] cx
[25] bizdev
[24] digitalmarketing
[20] productmarketing
[19] advertising
[16] contentmarketing
[15] ecommerce

Top Hashtags in Tweet in G8:
[19] cx
[19] custexp
[19] customerexperience
[18] cxo
[11] cxm
[9] cco
[9] cex
[8] cem
[8] cmo
[2] behavioraleconomics

Top Hashtags in Tweet in G9:
[37] custexp
[26] custserv
[22] cx
[6] customerexperience
[4] hr
[4] ex
[3] podcast
[3] airbnb
[3] mentorship
[3] leadership

Top Hashtags in Tweet in G10:
[18] ai
[17] customerjourney
[15] custexp
[13] cx
[13] xm
[13] analytics
[13] personalization
[9] microcontent
[1] marketshare
[1] edtech

Top Words
Top Words in Tweet in Entire Graph:
[1219] Words in Sentiment List#1: Positive
[381] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[30137] Non-categorized Words
[31737] Total Words
[1190] #custexp
[785] #cx
[586] customer
[364] #custserv
[352] cx

Top Words in Tweet in G1:
[309] #custexp
[280] #cx
[176] annettefranz
[169] cx
[158] customer
[143] journey
[120] #customerexperience
[101] experience
[79] #custserv
[68] gt

Top Words in Tweet in G2:
[225] #custexp
[159] customer
[124] #cx
[107] cx
[88] #custserv
[69] experience
[61] mycustomer
[40] 2020
[39] #cctr
[38] service

Top Words in Tweet in G3:
[12] #custexp
[10] #cx
[9] customer
[9] experience
[3] balaji_sandiego
[3] simple
[3] ways
[3] use
[3] communication
[3] enhance

Top Words in Tweet in G4:
[140] #custexp
[60] customer
[43] #customerservice
[40] #customerexperience
[38] #cx
[33] #custserv
[30] finacle
[23] more
[23] experience
[22] service

Top Words in Tweet in G5:
[84] #custexp
[77] #cx
[43] #custserv
[37] customer
[31] check
[30] #customerexperience
[26] experience
[12] cx
[12] #beyondphilosophy
[12] customerthink

Top Words in Tweet in G6:
[33] #custexp
[23] #cx
[19] day
[13] customer
[13] #tisdd
[12] cx
[12] experience
[10] free
[9] doitextra_
[9] latterell

Top Words in Tweet in G7:
[67] #marketing
[49] #sales
[36] #custexp
[34] #cx
[25] #bizdev
[24] #digitalmarketing
[20] #productmarketing
[19] #advertising
[16] #contentmarketing
[15] #ecommerce

Top Words in Tweet in G8:
[40] customer
[21] ariegoldshlager
[19] #cx
[19] #custexp
[19] #customerexperience
[18] #cxo
[16] way
[15] purchase
[14] key
[14] barriers

Top Words in Tweet in G9:
[37] #custexp
[26] #custserv
[22] #cx
[13] customer
[12] experience
[8] read
[7] customers
[6] #customerexperience
[6] good
[6] gt

Top Words in Tweet in G10:
[18] #ai
[17] 2020
[17] year
[17] powered
[17] #customerjourney
[17] miladantonio
[16] ovum
[15] #custexp
[15] shapes
[15] become

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[303] #custexp,#cx
[227] customer,experience
[192] #cx,#custexp
[128] #custserv,#custexp
[119] #custserv,#cx
[114] cx,journey
[91] #customerservice,#custexp
[76] #callcenter,#contactcenter
[75] #customerexperience,#customerservice
[75] #cx,#cctr

Top Word Pairs in Tweet in G1:
[133] #custexp,#cx
[109] cx,journey
[73] customer,experience
[35] #cx,#custexp
[34] gt,gt
[34] #custserv,#cx
[31] 11,tips
[31] tips,ensure
[31] including,books
[30] books,jeannebliss

Top Word Pairs in Tweet in G2:
[81] #custexp,#cx
[61] customer,experience
[27] #cctr,#custserv
[27] #custserv,#custexp
[25] customer,service
[25] #custserv,#cx
[23] customer,journey
[21] #cx,#custexp
[21] #cx,#custserv
[18] contact,centre

Top Word Pairs in Tweet in G3:
[10] #cx,#custexp
[8] customer,experience
[6] experience,#cx
[3] simple,ways
[3] ways,use
[3] use,communication
[3] communication,enhance
[3] enhance,brand's
[3] brand's,customer
[3] #custexp,forbes

Top Word Pairs in Tweet in G4:
[28] #customerservice,#custexp
[19] #customerexperience,#customerservice
[17] customer,service
[15] #custserv,#cx
[15] #cx,#cctr
[15] #cctr,#callcenter
[15] #callcenter,#contactcenter
[15] #contactcenter,#customerexperience
[13] customer,experience
[13] #cx,#custexp

Top Word Pairs in Tweet in G5:
[42] #custserv,#custexp
[41] #custexp,#cx
[26] #custexp,#customerexperience
[24] #cx,#custexp
[19] customer,experience
[11] customerthink,#custserv
[8] genesys,#custserv
[7] check,hyken
[5] check,blakemichellem
[5] #beyondphilosophy,#custexp

Top Word Pairs in Tweet in G6:
[12] #cx,#custexp
[10] day,#tisdd
[9] customer,experience
[9] #tisdd,executive
[9] executive,school
[8] go,free
[7] #brandsays,#doitextra
[7] latterell,day
[5] massive,shout
[5] shout,theexpmanager

Top Word Pairs in Tweet in G7:
[23] #custexp,#cx
[18] #marketing,#sales
[12] #edtech,#elearning
[11] #digitalmarketing,#contentmarketing
[10] #sales,#marketing
[10] #cx,#custserv
[9] #marketing,#fieldsales
[9] #fieldsales,#fieldmarketing
[9] #fieldmarketing,#bizdev
[9] #bizdev,#customersuccess

Top Word Pairs in Tweet in G8:
[17] #custexp,#customerexperience
[15] customer,purchase
[14] key,barriers
[13] best,way
[13] way,discover
[13] discover,remove
[13] remove,key
[13] barriers,frustrate
[13] frustrate,customer
[11] ariegoldshlager,customer

Top Word Pairs in Tweet in G9:
[18] #custexp,#custserv
[8] customer,experience
[8] #cx,#custexp
[6] good,read
[6] read,gt
[6] #custserv,#cx
[5] #custserv,#custexp
[4] details,here's
[3] joseph,michelli
[3] michelli,#podcast

Top Word Pairs in Tweet in G10:
[17] year,#ai
[17] #ai,powered
[17] powered,#customerjourney
[16] #customerjourney,ovum
[16] ovum,miladantonio
[15] 2020,shapes
[15] shapes,become
[15] become,year
[15] miladantonio,examines
[15] examines,building

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@annettefranz
@mycustomer
@hyken
@forbes
@jeannebliss
@joepine
@cxinsider
@stanphelpspg
@confirmit
@karenjaw

Top Mentioned in G1:
@annettefranz
@cxinsider
@jeannebliss
@joepine
@forbes
@mycustomer
@stanphelpspg
@cxpert
@karenjaw
@cxpa_assoc

Top Mentioned in G2:
@mycustomer
@confirmit
@hyken
@clairesporton
@sampsonlee_cx
@micahsolomon
@annettefranz
@colinshaw_cx
@jeannebliss
@neilcdavey

Top Mentioned in G3:
@balaji_sandiego
@forbes
@haroldsinnott
@guzmand
@psb_dc
@ianknowlson
@tedingscx
@martarodrigueza
@blakemichellem
@kirkdborne

Top Mentioned in G5:
@customerthink
@hyken
@genesys
@blakemichellem
@forbes
@beyondp
@martinhw
@drnatalie
@adrianswinscoe
@doctorpescado

Top Mentioned in G6:
@doitextra_
@latterell
@theexpmanager
@callcentreex
@designthinkers
@hyken
@jdodkins
@customerisfirst
@augieray
@annettefranz

Top Mentioned in G7:
@dangalante
@nyedtechteacher
@advertisingweek
@askdangalante
@smktgsmtdablog
@smx
@sengineland
@business_ai
@awnewyork_
@digimarketingwf

Top Mentioned in G8:
@ariegoldshlager
@themarkup
@unilever
@joepine
@natives
@aaker
@work_matters
@caitlamberton
@dilipsoman
@rgmarkey

Top Mentioned in G9:
@josephmichelli
@jonpicoult
@starbucks
@enthused
@yourkttwtravel
@cxpert
@seanwise
@forbes
@nordstrom
@krispykreme

Top Mentioned in G10:
@ovum
@miladantonio
@verint
@madcapsoftware
@verintlaurie
@nyedtechteacher
@verintsusanne
@davidwe36209008
@paultessier_cx

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@evankirstel
@clairebotai
@bhumharit
@mcdonalds
@marshacollier
@alanlsg
@nicochan33
@akwyz

Top Tweeters in G1:
@chidambara09
@designthinkbot
@forbes
@katenasser
@entrepreneur
@serve4impact
@verizon
@vladobotsvadze
@cmswire
@billquiseng

Top Tweeters in G2:
@johnniemaebrown
@adfreetalkradio
@jeffsheehan
@rieva
@hyken
@the_appraiser
@clevelandclinic
@primevideo
@zendesk
@colinshaw_cx

Top Tweeters in G3:
@evankirstel
@akwyz
@gvalan
@kuriharan
@wrix2
@gregbjenkins
@dinisguarda
@sandyhubbard
@kirkdborne
@psb_dc

Top Tweeters in G4:
@bhumharit
@ggheorghiu
@vocnews_online
@nkossovan
@julianmanzanas
@fx_larroche
@joannwayman
@yvonneajones
@vijaybproqis
@teresaallen

Top Tweeters in G5:
@tonybodoh
@andy_mcf
@blakemichellem
@drnatalie
@customerthink
@asokan_telecom
@genesys
@oraclecx
@beyondp
@usertesting

Top Tweeters in G6:
@marshacollier
@tedrubin
@b2community
@tedcoine
@mymaybank
@jaybaer
@augieray
@3asiq
@dgingiss
@servicedesignbt

Top Tweeters in G7:
@sectest9
@cybersecurityn8
@bubbles4tw
@sengineland
@advertisingweek
@marketingland
@e_nterdiscipl
@mysanjeevsingh
@cmdatascoop
@dangalante

Top Tweeters in G8:
@justbementalist
@scalarhumanity
@briansj3
@leoveigasanchez
@wimrampen
@ariegoldshlager
@dilipsoman
@resh_mohan
@thobava
@work_matters

Top Tweeters in G9:
@mcdonalds
@jimmyjohns
@wsj
@nordstrom
@starbucks
@larideshareguy
@chickfila
@disneyduder
@subway
@bedbathbeyond

Top Tweeters in G10:
@clairebotai
@thecuriousluke
@machine_ml
@hubofml
@msarozz
@verint
@madcapsoftware
@verintsusanne
@kineticprllc
@ovum


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