custexp, Twitter, 2/11/2020 4:19:45 AM, 220912


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custexp_2020-02-10_17-00-45.xlsx
custexp_2020-02-10_17-00-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 11, 2020
Short Description:
custexp via NodeXL http://bit.ly/2uCN0JX
@annettefranz
@mycustomer
@billquiseng
@debbieszumylo
@clearaction
@hyken
@balaji_sandiego
@socialimpactcx
@drnatalie
@ritikag69283079

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

Description:
Description
The graph represents a network of 705 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, 11 February 2020 at 01:01 UTC.

The requested start date was Monday, 10 February 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, 23-hour, 19-minute period from Monday, 27 January 2020 at 01:06 UTC to Monday, 10 February 2020 at 00:26 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 : 705
Unique Edges : 840
Edges With Duplicates : 1322
Total Edges : 2162
Number of Edge Types : 4
Mentions : 842
MentionsInRetweet : 662
Tweet : 642
Replies to : 16
Self-Loops : 642
Reciprocated Vertex Pair Ratio : 0.0549943883277217
Reciprocated Edge Ratio : 0.104255319148936
Connected Components : 117
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 443
Maximum Edges in a Connected Component : 1728
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.223484
Graph Density : 0.00189393939393939
Modularity : 0.377546
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 705 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, 11 February 2020 at 01:01 UTC.

The requested start date was Monday, 10 February 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, 23-hour, 19-minute period from Monday, 27 January 2020 at 01:06 UTC to Monday, 10 February 2020 at 00:26 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:
[26] https://twinybots.ch/
[21] https://www.tech-bug.com/improve-customer-experience/
[20] https://www.mycustomer.com/marketing/strategy/how-fomo-is-creating-a-disconnect-between-companies-and-customers?platform=hootsuite
[17] https://cx-journey.com/2020/01/digital-schmigital.html
[16] https://www.mycustomer.com/customer-experience/loyalty/why-nps-ces-csat-arent-good-customer-success-metrics?platform=hootsuite
[13] https://www.mycustomer.com/customer-experience/engagement/why-your-company-has-a-customer-empathy-deficit?platform=hootsuite
[13] https://www.mycustomer.com/marketing/data/how-to-use-customer-lifecyle-analysis-to-drive-innovation?platform=hootsuite
[12] https://beyondphilosophy.com/books/
[12] https://www.mycustomer.com/community/blogs/ricardo-gulko/the-best-customer-experience-books-of-last-year?platform=hootsuite
[11] https://www.mycustomer.com/customer-experience/engagement/the-technologies-that-will-reshape-customer-experiences-in-the-next?platform=hootsuite

Top URLs in Tweet in G1:
[10] https://www.forbes.com/sites/shephyken/2020/02/02/the-secret-to-happy-customers/?utm_content=buffer6c0ba&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.tech-bug.com/improve-customer-experience/
[5] https://c-suitenetwork.com/radio/episode/the-voice-of-the-customer-featuring-stacy-sherman/?utm_content=bufferef7e3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://twinybots.ch/
[4] https://www.forbes.com/sites/shephyken/2020/01/26/cult-is-not-a-scary-word-especially-if-its-the-cult-of-the-customer/?utm_content=buffer2dca0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.forbes.com/sites/forbesagencycouncil/2020/01/29/the-value-of-investing-in-loyal-customers/#6a4f8eed21f6
[3] https://www.ringcentral.com/blog/expert-view-what-to-expect-in-customer-care-for-2020/?utm_content=bufferdc44b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://hyken.com/customer-experience-2/5-top-customer-service-articles-week-february-3-2020/?utm_content=buffer04b41&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://hyken.com/customer-experience-2/5-top-customer-service-articles-january-27-2020/?utm_content=buffer7ed78&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.business2community.com/customer-experience/the-1-recipe-for-winning-customer-loyalty-emotional-connect-02277749

Top URLs in Tweet in G2:
[15] https://cx-journey.com/2020/01/digital-schmigital.html
[11] https://cx-journey.com/2019/01/building-blocks-of-customer-experience.html
[9] https://cx-journey.com/2020/02/the-benefits-of-a-customer-centric-culture.html
[8] https://cx-journey.com/2020/01/employee-experience-good-for-employees-good-for-business-2.html
[8] https://thetaylorreachgroup.com/two-surefire-mistakes-to-avoid/
[7] https://cx-journey.com/2020/01/the-elusive-360-degree-view-of-customers.html
[6] https://cx-journey.com/2017/03/the-impact-of-customer-centric-culture.html
[5] https://cx-journey.com/2019/12/operationalizing-your-customer-data.html
[5] https://www.entrepreneur.com/listen/problem-solvers/345541
[5] https://www.customercontactweekdigital.com/agent-engagement/articles/putting-people-at-the-heart-of-your-business-with-annette-franz

Top URLs in Tweet in G3:
[6] https://twinybots.ch/
[5] https://www.tech-bug.com/improve-customer-experience/
[4] https://www.cxmoments.com/blog/how-we-built-our-knowledge-base-by-analyzing-our-intercom-conversations
[3] http://insights.btoes.com/exclusive/report-cx-as-a-priority?utm_source=JUKEBOX
[3] 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] https://callpageboy.ie/services/call-centre/after-hours/
[2] https://link.medium.com/20xQczw9VT
[2] http://insights.btoes.com/customer-experience-lessons-straight-from-the-t?utm_source=Twitter&utm_medium=Twitter&utm_campaign=Article
[2] unique
[2] URL

Top URLs in Tweet in G4:
[20] https://www.mycustomer.com/marketing/strategy/how-fomo-is-creating-a-disconnect-between-companies-and-customers?platform=hootsuite
[15] https://www.mycustomer.com/customer-experience/loyalty/why-nps-ces-csat-arent-good-customer-success-metrics?platform=hootsuite
[13] https://www.mycustomer.com/marketing/data/how-to-use-customer-lifecyle-analysis-to-drive-innovation?platform=hootsuite
[12] https://www.mycustomer.com/community/blogs/ricardo-gulko/the-best-customer-experience-books-of-last-year?platform=hootsuite
[12] https://www.mycustomer.com/customer-experience/engagement/why-your-company-has-a-customer-empathy-deficit?platform=hootsuite
[11] https://www.mycustomer.com/resources/how-to-turn-your-contact-centre-agents-into-cx-heroes?platform=hootsuite
[11] https://www.mycustomer.com/customer-experience/engagement/process-mapping-how-to-identify-the-rotten-rules-ruining-customer?platform=hootsuite
[11] https://www.mycustomer.com/resources/how-to-ensure-your-cx-programme-has-2020-vision?platform=hootsuite
[11] https://www.mycustomer.com/customer-experience/engagement/how-the-customer-is-killing-the-ceo?platform=hootsuite
[10] https://www.mycustomer.com/customer-experience/engagement/the-technologies-that-will-reshape-customer-experiences-in-the-next?platform=hootsuite

Top URLs in Tweet in G5:
[5] https://go.forrester.com/customer-experience-roi-model/?utm_source=twitter&utm_medium=social&utm_content=100001113776910&utm_campaign=cx&linkId=100000010329604
[4] https://itunes.apple.com/us/podcast/social-impact-cx/id1345082082?mt=2
[4] https://www.youtube.com/watch?v=ZoXzneuVefk&list=PLmcLw8yCGvXnHbyui0XfP5JnrJFeQDX4j

[2] https://go.forrester.com/customer-experience-roi-model/?utm_source=twitter&utm_medium=social&utm_content=100001108265603&utm_campaign=cx&linkId=100000010237535
[2] https://www.stitcher.com/podcast/socialimpactcx/social-impact-cx
[1] https://go.forrester.com/customer-experience-roi-model/?utm_source=twitter&utm_medium=social&utm_content=100001118928880&utm_campaign=cx&linkId=100000010434882
[1] https://go.forrester.com/customer-experience-roi-model/?utm_source=twitter&utm_medium=social&utm_content=100001110605724&utm_campaign=cx&linkId=100000010267892
[1] https://go.forrester.com/event/cx-north-america/?utm_source=twitter&utm_medium=social&utm_content=100001118900534&utm_campaign=cxna20&linkId=100000010434138
[1] https://go.forrester.com/certification/cx-certification/?utm_source=twitter&utm_medium=social&utm_content=100001119210288&utm_campaign=learning&linkId=100000010465190
[1] https://www.capgemini.com/wp-content/uploads/2017/07/the_disconnected_customer-what_digital_customer_experience_leaders_teach_us_about_reconnecting_with_customers.pdf

Top URLs in Tweet in G6:
[4] https://www.askdangalante.com/post/189719734286/whats-the-future-of-ai-insights-from-the-ai
[4] https://www.linkedin.com/pulse/ais-impact-marketing-sales-beyond-insights-from-ai-summit-galante
[3] https://www.askdangalante.com/post/187756739551/5-key-ideas-from-digital-marketing-world-forum
[2] https://dangalante.me/2018/09/30/using-marketing-to-innovate-the-organization/
[2] https://www.linkedin.com/pulse/marketing-trends-search-ecommerce-from-smx-east-dan-galante
[1] https://www.askdangalante.com/post/188197422446/10-key-insights-from-advertising-week-2019
[1] https://dangalante.me/2019/01/31/seth-godins-this-is-marketing-what-it-means-for-brands/
[1] https://www.askdangalante.com/post/189211819951/search-engine-marketing-trends-from-smx-east

Top URLs in Tweet in G7:
[2] https://www.cmswire.com/customer-experience/how-headless-will-shape-the-customer-experience-in-2020/?utm_content=115274919&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[1] https://www.capgemini.com/2020/01/automating-the-customer-journey/?utm_content=115431550&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[1] https://go.upcontent.com/cbf0072c-9141-4728-a2c5-7110c3ec1484
[1] https://go.upcontent.com/89334ba4-f339-4f5a-93d2-080b8c64e600

Top URLs in Tweet in G8:
[2] https://fonolo.com/blog/2018/09/how-will-customer-support-change-in-the-future/
[2] https://www.crmbuyer.com/story/86442.html?platform=hootsuite
[1] https://customerthink.com/nine-ways-to-make-your-customer-service-experience-unique/
[1] https://www.crmbuyer.com/story/86468.html?platform=hootsuite
[1] https://www.crmbuyer.com/story/86450.html?platform=hootsuite
[1] http://customerservicezone.com/profit-from-a-customer-service-recovery-program-expert-advice/
[1] https://www.genesys.com/blog/post/appfoundry-and-genesys-pave-way-for-great-customer-experience-in-2020-and-beyond?platform=hootsuite
[1] https://www.genesys.com/blog/post/how-the-3-dimensions-of-customer-experience-serve-government-agencies?platform=hootsuite
[1] https://www.genesys.com/blog/post/5-principles-of-enhancing-the-employee-experience-and-customer-journey?platform=hootsuite
[1] https://www.genesys.com/blog/post/taking-the-sting-out-of-customer-service?platform=hootsuite

Top URLs in Tweet in G9:
[5] https://www.cmswire.com/customer-experience/your-employees-are-the-key-to-unlocking-customer-experience-20/
[5] https://www.entrepreneur.com/article/344351
[4] https://www.icxi.com/
[1] https://www.mapovate.com/
[1] http://digital-leadership-associates.passle.net/post/102fu0o/a-successful-customer-experience-strategy-means-keeping-it-consistent
[1] http://digital-leadership-associates.passle.net/post/102ez71/why-your-company-needs-to-own-its-customer-experience-from-start-to-finish
[1] http://digital-leadership-associates.passle.net/post/102eyzu/know-the-difference-between-customer-experience-and-customer-service
[1] https://www.social-experts.net/the-4-pillars-for-digital-transformation-success
[1] http://digital-leadership-associates.passle.net/post/102fvtw/building-your-customer-experience-into-your-companys-core-values

Top URLs in Tweet in G10:
[3] https://sloanreview.mit.edu/article/how-to-prevent-your-customers-from-failing/
[3] https://www.forbes.com/sites/jonpicoult/2020/01/27/what-every-business-can-learn-from-one-companys-unconventional-privacy-notice/
[2] https://hbr.org/2008/04/the-right-way-to-manage-unprofitable-customers
[2] https://www.mckinsey.com/business-functions/strategy-and-corporate-finance/our-insights/the-halo-effect-and-other-managerial-delusions
[2] https://www.qut.edu.au/news?news-id=20696
[2] https://www.nytimes.com/2020/02/01/opinion/sunday/us-bank-fired-employee.html
[1] https://www.washingtonpost.com/business/personal-finance/fico-credit-score-changes-could-punish-people-who-struggle-to-manage-debts/2020/01/24/11b7ceaa-3dfd-11ea-baca-eb7ace0a3455_story.html
[1] https://www.nytimes.com/2020/01/27/business/cheap-airfare.html
[1] https://www.nytimes.com/2020/01/26/business/under-armour-struggles.html
[1] https://www.ft.com/content/bac1f298-48cd-11ea-aee2-9ddbdc86190d

Top Domains
Top Domains in Tweet in Entire Graph:
[235] mycustomer.com
[105] cx-journey.com
[96] customerthink.com
[63] twitter.com
[60] forbes.com
[29] thetaylorreachgroup.com
[29] linkedin.com
[28] radian6.com
[27] beyondphilosophy.com
[26] twinybots.ch

Top Domains in Tweet in G1:
[32] forbes.com
[10] hyken.com
[10] tech-bug.com
[10] business2community.com
[8] customerthink.com
[5] c-suitenetwork.com
[5] mycustomer.com
[5] twinybots.ch
[4] ringcentral.com
[4] youtu.be

Top Domains in Tweet in G2:
[94] cx-journey.com
[74] customerthink.com
[29] twitter.com
[27] thetaylorreachgroup.com
[21] callcentrehelper.com
[11] linkedin.com
[9] customercontactweekdigital.com
[9] forbes.com
[7] entrepreneur.com
[7] contactcenterpipeline.com

Top Domains in Tweet in G3:
[14] okt.to
[12] mopinion.com
[9] medium.com
[8] btoes.com
[7] radian6.com
[6] twinybots.ch
[5] customerthink.com
[5] tech-bug.com
[5] forrester.com
[4] smart-tribune.com

Top Domains in Tweet in G4:
[225] mycustomer.com
[10] on24.com
[9] okt.to
[4] get.online
[3] mindtouch.com
[3] beyondphilosophy.com
[2] confirmit.com
[1] youtu.be
[1] facebook.com
[1] linkedin.com

Top Domains in Tweet in G5:
[12] forrester.com
[5] apple.com
[4] youtube.com
[3] stitcher.com
[2] google.com
[2] spotify.com
[1] capgemini.com
[1] mycustomer.com
[1] cmswire.com
[1] twitter.com

Top Domains in Tweet in G6:
[9] askdangalante.com
[6] linkedin.com
[3] dangalante.me

Top Domains in Tweet in G7:
[2] cmswire.com
[2] upcontent.com
[1] capgemini.com

Top Domains in Tweet in G8:
[7] customerthink.com
[7] genesys.com
[4] crmbuyer.com
[2] fonolo.com
[1] customerservicezone.com
[1] prnewswire.com
[1] faveeo.com

Top Domains in Tweet in G9:
[5] cmswire.com
[5] entrepreneur.com
[4] icxi.com
[4] passle.net
[1] mapovate.com
[1] social-experts.net

Top Domains in Tweet in G10:
[5] forbes.com
[4] nytimes.com
[3] mit.edu
[2] washingtonpost.com
[2] hbr.org
[2] mckinsey.com
[2] edu.au
[2] watermarkconsult.net
[1] ft.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1304] custexp
[878] cx
[423] custserv
[374] customerexperience
[207] cctr
[175] customerservice
[148] contactcenter
[137] callcenter
[115] marketing
[56] leadership



Top Hashtags in Tweet in G1:
[136] custexp
[98] cx
[39] custserv
[38] customerexperience
[25] leadership
[7] customerservice
[6] business
[6] culture
[4] fusion
[3] highered

Top Hashtags in Tweet in G2:
[333] custexp
[288] cx
[163] customerexperience
[158] custserv
[137] cctr
[127] contactcenter
[126] customerservice
[126] callcenter
[49] empexp
[40] culture

Top Hashtags in Tweet in G3:
[144] custexp
[61] cx
[30] custserv
[24] customerexperience
[20] customerservice
[13] contactcenter
[13] marketing
[11] cctr
[10] cxone
[9] callcenter

Top Hashtags in Tweet in G4:
[253] custexp
[162] cx
[90] custserv
[51] cctr
[28] measure
[22] marketing
[9] crm
[9] data
[5] customerexperience
[5] customerloyalty

Top Hashtags in Tweet in G5:
[23] cx
[22] custexp
[9] marketing
[5] businesscase
[5] customerexperience
[5] custserv
[3] socialimpact
[2] socialgood
[2] podcast
[2] design

Top Hashtags in Tweet in G6:
[31] marketing
[20] sales
[19] digitalmarketing
[14] custexp
[14] cx
[12] ecommerce
[11] contentmarketing
[9] advertising
[9] ai
[9] tech

Top Hashtags in Tweet in G7:
[5] cx
[5] custexp
[1] customerexperience

Top Hashtags in Tweet in G8:
[29] custexp
[26] cx
[21] custserv
[2] ai
[2] ciscocollabanalystsummit
[1] customerservice
[1] selligent
[1] ec19
[1] futureofwork
[1] industry40

Top Hashtags in Tweet in G9:
[17] customerexperience
[16] custexp
[5] socialselling
[5] digitalselling
[4] tipoftheday
[3] cx
[3] leadership
[2] cex
[2] customerservice
[2] custserv

Top Hashtags in Tweet in G10:
[25] cx
[25] custexp
[19] customerexperience
[12] cem
[12] cex
[12] cxm
[12] cco
[12] cxo
[12] cmo
[9] custserv

Top Words
Top Words in Tweet in Entire Graph:
[1300] Words in Sentiment List#1: Positive
[360] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[30761] Non-categorized Words
[32421] Total Words
[1303] #custexp
[878] #cx
[667] customer
[422] #custserv
[371] #customerexperience

Top Words in Tweet in G1:
[136] #custexp
[98] #cx
[83] customer
[55] customers
[39] hyken
[38] #customerexperience
[38] #custserv
[30] experience
[25] #leadership
[25] forbes

Top Words in Tweet in G2:
[333] #custexp
[288] #cx
[163] #customerexperience
[158] #custserv
[142] customer
[140] cx
[137] #cctr
[127] #contactcenter
[126] #customerservice
[126] #callcenter

Top Words in Tweet in G3:
[144] #custexp
[61] #cx
[57] customer
[34] experience
[30] #custserv
[24] gt
[24] #customerexperience
[20] #customerservice
[15] cx
[14] service

Top Words in Tweet in G4:
[253] #custexp
[190] customer
[162] #cx
[126] cx
[93] experience
[90] #custserv
[63] mycustomer
[51] #cctr
[44] books
[38] experiences

Top Words in Tweet in G5:
[23] #cx
[22] #custexp
[16] cx
[13] forrester
[11] customer
[9] #marketing
[8] guide
[8] download
[8] better
[7] business

Top Words in Tweet in G6:
[31] #marketing
[20] #sales
[19] #digitalmarketing
[14] #custexp
[14] #cx
[12] #ecommerce
[11] #contentmarketing
[9] dangalante
[9] #advertising
[9] future

Top Words in Tweet in G7:
[5] #cx
[5] #custexp
[4] customer
[3] experience
[3] oraclecx
[2] headless
[2] shape
[2] 2020
[2] kayaismail

Top Words in Tweet in G8:
[29] #custexp
[26] #cx
[23] customer
[21] #custserv
[11] experience
[9] genesys
[8] service
[7] customerthink
[4] great
[3] support

Top Words in Tweet in G9:
[27] customer
[20] experience
[16] #custexp
[14] #customerexperience
[10] timothy_hughes
[9] key
[8] mapovate_tweets
[7] service
[7] passle
[6] more

Top Words in Tweet in G10:
[26] customer
[25] #cx
[25] #custexp
[19] #customerexperience
[12] #cem
[12] #cex
[12] #cxm
[12] #cco
[12] #cxo
[12] #cmo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[388] #custexp,#cx
[259] customer,experience
[189] #cx,#custexp
[159] #custserv,#cx
[149] #customerservice,#custexp
[149] #cx,#cctr
[140] #custserv,#custexp
[134] #cctr,#callcenter
[133] #customerexperience,#customerservice
[132] #callcenter,#contactcenter

Top Word Pairs in Tweet in G1:
[60] #custexp,#cx
[32] #custserv,#custexp
[23] #cx,#custexp
[19] customer,experience
[15] #custexp,#leadership
[14] customer,service
[12] hyken,forbes
[11] secret,happy
[11] happy,customers
[11] 75,customers

Top Word Pairs in Tweet in G2:
[127] #cx,#cctr
[126] #custserv,#cx
[126] #cctr,#callcenter
[124] #callcenter,#contactcenter
[123] #customerservice,#custexp
[121] #contactcenter,#customerexperience
[121] #customerexperience,#customerservice
[99] #custexp,#cx
[74] cx,journey
[53] customer,experience

Top Word Pairs in Tweet in G3:
[27] #cx,#custexp
[25] customer,experience
[17] #customerservice,#custexp
[15] #custexp,#cx
[13] customer,service
[12] gt,gt
[10] #customerexperience,#customerservice
[9] #custserv,#cx
[9] #cx,#cctr
[9] #custserv,#custexp

Top Word Pairs in Tweet in G4:
[132] #custexp,#cx
[91] customer,experience
[31] customer,experiences
[30] #cctr,#custserv
[30] #cx,#custserv
[27] #cx,#measure
[26] #custserv,#custexp
[23] books,last
[23] last,year
[22] sampsonlee_cx,#custexp

Top Word Pairs in Tweet in G5:
[9] #cx,#custexp
[5] establish,convincing
[5] convincing,business
[5] business,case
[5] case,#cx
[5] #cx,download
[5] download,guide
[5] guide,#businesscase
[5] #businesscase,#custexp
[5] time,unite

Top Word Pairs in Tweet in G6:
[12] #marketing,#sales
[9] #custexp,#cx
[8] #ai,#machinelearning
[6] #tech,#technology
[6] #ecommerce,#custexp
[5] #digitalmarketing,#smm
[5] #smm,#contentmarketing
[5] #technology,#innovation
[5] #sales,#ecommerce
[5] #digitalmarketing,#contentmarketing

Top Word Pairs in Tweet in G7:
[5] #cx,#custexp
[3] customer,experience
[2] headless,shape
[2] shape,customer
[2] experience,2020
[2] 2020,#cx
[2] #custexp,kayaismail
[2] kayaismail,oraclecx

Top Word Pairs in Tweet in G8:
[22] #custexp,#cx
[21] #custserv,#custexp
[8] customer,experience
[7] customer,service
[7] customerthink,#custserv
[7] genesys,#custserv
[4] #cx,#custexp
[3] customer,support
[3] support,change
[3] change,future

Top Word Pairs in Tweet in G9:
[18] customer,experience
[7] #customerexperience,#custexp
[7] customer,service
[7] passle,timothy_hughes
[5] employees,key
[5] key,unlocking
[5] unlocking,customer
[5] experience,#customerexperience
[5] four,ways
[5] ways,boost

Top Word Pairs in Tweet in G10:
[25] #cx,#custexp
[12] #custexp,#customerexperience
[12] #cem,#cex
[12] #cex,#cxm
[12] #cco,#cxo
[11] #customerexperience,#cco
[11] #cxo,#cem
[11] #cxm,#cmo
[7] customer,strategy
[7] #custexp,#custserv

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@annettefranz
@mycustomer
@hyken
@jeannebliss
@forbes
@confirmit
@deniseleeyohn
@sampsonlee_cx
@shep
@gdaviddodd

Top Mentioned in G1:
@hyken
@forbes
@billquiseng
@deniseleeyohn
@techbug4
@ernanroman
@mycustomer
@csuiteradio
@chiprbell
@customerisfirst

Top Mentioned in G2:
@annettefranz
@mycustomer
@cxinsider
@cxpert
@jeannebliss
@jennysuedempsey
@jeanniecw
@jtwatkin
@mikeaoki
@beckyroemen

Top Mentioned in G4:
@mycustomer
@jeannebliss
@confirmit
@sampsonlee_cx
@gdaviddodd
@neilcdavey
@annettefranz
@clairesporton
@shep
@jackspringman

Top Mentioned in G5:
@forrester
@kerrybodine
@socialimpactcx
@capgemini
@mycustomer
@spotify
@johnfcorrigan
@kateleggett
@d_hong
@iangjacobs

Top Mentioned in G6:
@dangalante
@business_ai
@danonlinkedin
@advertisingweek
@smx
@digimarketingwf
@awnewyork_
@marketingland
@sengineland
@askdangalante

Top Mentioned in G7:
@oraclecx
@kayaismail
@customerthink
@cx_network
@customerisfirst
@drferdowsi
@diofavatas
@enricomolinari
@godfrey_rono
@archonsec

Top Mentioned in G8:
@genesys
@customerthink
@selligent
@ciscocollab
@drnatalie
@stonecollab
@otawakol
@steffwatson
@tlaird_expivia
@clearaction

Top Mentioned in G9:
@mapovate_tweets
@timothy_hughes
@dlaignite
@icxi_tweets
@cexhelp
@csn_socialmedia
@jbarbosapr
@ticxi
@mantonsm

Top Mentioned in G10:
@ariegoldshlager
@forbes
@rgmarkey
@jonpicoult
@mitsmr
@donpeppers
@canva
@joepine
@opsprof
@ryanlraffaelli

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@sectest9
@klm
@chidambara09
@evankirstel
@rosenchild
@gambiste1
@calcaware
@dominos
@fedexhelp

Top Tweeters in G1:
@inc
@wallybock
@forbes
@b2community
@katenasser
@mickimaynard
@pammktgnut
@4c7f21ac5bb74b0
@cmswire
@billquiseng

Top Tweeters in G2:
@femtech_
@designthinkbot
@juliebhunt
@chickfila
@entrepreneur
@amruthasuri
@vladobotsvadze
@harvardbiz
@nicottorres1
@xfinity

Top Tweeters in G3:
@grjenkin
@nikastewart
@monicaricci
@customerexpnews
@userexpnews
@stanpa
@btoesinsights
@darcykieran
@nice_cx
@fx_larroche

Top Tweeters in G4:
@serve4impact
@marriott
@stanphelpspg
@colinshaw_cx
@jeffreyhayzlett
@paolofabrizio71
@raybordogna
@marriottintl
@mycustomer
@jeannebliss

Top Tweeters in G5:
@rosenchild
@socentlive
@capgemini
@jankutschera
@subkrishnarao
@margueritetort
@spotify
@tberno
@cuevas27
@forrester

Top Tweeters in G6:
@calcaware
@startupbulletin
@sengineland
@advertisingweek
@marketingland
@mysanjeevsingh
@msarozz
@dangalante
@fadanconsultant
@smx

Top Tweeters in G7:
@evankirstel
@gvalan
@merckxcycling
@drferdowsi
@ipfconline1
@haroldsinnott
@archonsec
@sallyeaves
@enricomolinari
@helene_wpli

Top Tweeters in G8:
@drnatalie
@genesys
@futureof_work
@steffwatson
@ciscocollab
@dimensiondata
@vonage
@selligent
@robmarchand
@tlaird_expivia

Top Tweeters in G9:
@timothy_hughes
@babylouie75
@mantonsm
@jbarbosapr
@dlaignite
@agsocialmedia
@analucia_b2b
@ticxi
@ethosuae
@ritikag69283079

Top Tweeters in G10:
@canva
@robinheed
@leoveigasanchez
@mitsmr
@wimrampen
@ariegoldshlager
@tonybovaird
@alwaysmoses12
@donpeppers
@carriermgmt


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