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custexp_2020-05-23_22-12-30.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 24, 2020
Short Description:
custexp via NodeXL https://bit.ly/2TzcTUo
@balaji_sandiego
@fmfrancoise
@annettefranz
@hyken
@debbieszumylo
@forbes
@influencerprom1
@finacle
@billquiseng
@mycustomer

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

Description:
Description
The graph represents a network of 596 Twitter users whose tweets in the requested range contained "custexp", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 May 2020 at 05:12 UTC.

The requested start date was Sunday, 24 May 2020 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 13-day, 6-hour, 49-minute period from Sunday, 10 May 2020 at 00:11 UTC to Saturday, 23 May 2020 at 07:00 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 : 596
Unique Edges : 554
Edges With Duplicates : 1690
Total Edges : 2244
Number of Edge Types : 5
Mentions : 566
MentionsInRetweet : 564
Retweet : 349
Tweet : 748
Replies to : 17
Self-Loops : 752
Reciprocated Vertex Pair Ratio : 0.0501835985312118
Reciprocated Edge Ratio : 0.0955710955710956
Connected Components : 75
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 422
Maximum Edges in a Connected Component : 1882
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.986455
Graph Density : 0.00241949128644746
Modularity : 0.343819
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 596 Twitter users whose tweets in the requested range contained "custexp", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 May 2020 at 05:12 UTC.

The requested start date was Sunday, 24 May 2020 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 13-day, 6-hour, 49-minute period from Sunday, 10 May 2020 at 00:11 UTC to Saturday, 23 May 2020 at 07:00 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:
[23] https://www.mycustomer.com/community/blogs/plaughlin/the-importance-of-compassion-in-cx-leadership?platform=hootsuite
[12] https://www.forbes.com/sites/cognitiveworld/2020/05/07/how-are-companies-using-ai-to-enhance-the-customer-experience/?utm_content=129035223&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853#41fe96f54095
[12] https://thetaylorreachgroup.com/improving-cx-on-a-budget/
[12] https://event.on24.com/wcc/r/2312066/C21022B2C4D5B5079E7D57FBF9F6CDC4?platform=hootsuite
[11] https://cx-journey.com/2020/05/inform-your-cx-strategy-with-journey-maps.html
[11] https://www.retailcustomerexperience.com/blogs/4-ways-loyalty-programs-can-drive-digital-engagement/?utm_content=129099115&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[9] https://cx-journey.com/2020/05/unified-cx-bringing-the-camps-together.html
[9] https://www.itbusiness.ca/cmo-digital
[9] https://www.mycustomer.com/hub/corporate-social-responsibility-during-coronavirus?platform=hootsuite
[9] https://www.mycustomer.com/customer-experience/engagement/who-are-the-many-customer-experience-voices-going-unheard-and-how-is?platform=hootsuite

Top URLs in Tweet in G1:
[12] https://thetaylorreachgroup.com/improving-cx-on-a-budget/
[11] https://cx-journey.com/2020/05/inform-your-cx-strategy-with-journey-maps.html
[9] https://cx-journey.com/2020/05/unified-cx-bringing-the-camps-together.html
[8] https://cx-journey.com/2020/05/cx-journey-musings-do-brands-really-care-about-us.html
[7] https://thetaylorreachgroup.com/trusting-those-you-trust-with-your-most-valuable-asset/
[7] https://thetaylorreachgroup.com/think-you-cant-afford-to-improve-cx-think-again/
[6] https://cx-journey.com/2020/05/3-hidden-elements-your-cx-strategy-needs-to-achieve-success.html
[6] https://www-cmswire.simplermedia.com/cw-wb-200519-adobe-cx.html?utm_source=cx-journey.com&utm_medium=social&utm_campaign=wb-200519-adobe-cx&utm_content=soc-cx-journey
[6] https://thetaylorreachgroup.com/keeping-workers-safe-and-productive-when-the-contact-center-cant-close/
[5] https://cx-journey.com/2019/04/customer-understanding-cornerstone-of.html

Top URLs in Tweet in G2:
[12] https://www.forbes.com/sites/cognitiveworld/2020/05/07/how-are-companies-using-ai-to-enhance-the-customer-experience/?utm_content=129035223&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853#41fe96f54095
[11] https://www.retailcustomerexperience.com/blogs/4-ways-loyalty-programs-can-drive-digital-engagement/?utm_content=129099115&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[8] https://www.retailcustomerexperience.com/blogs/how-covid-19-is-changing-the-customer-experience-in-retail/?utm_content=129525453&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[6] http://customerthink.com/five-ai-driven-customer-experience-solutions-a-survey-of-the-market/
[5] https://www.technologyreview.com/2020/04/28/1000675/how-ai-is-changing-the-customer-experience/?utm_content=128391993&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[5] https://www.pointillist.com/blog/report-customer-journey-management-cx-measurement-2020/?utm_content=129796133&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[2] https://www.forbes.com/sites/micahsolomon/2020/05/09/the-power-of-the-customer-experience-cx-during-the-current-crisis/?utm_content=129001897&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853#15a100de323b
[2] https://www.forbes.com/sites/serenitygibbons/2020/05/05/how-to-improve-your-online-customer-experience-during-the-covid-19-pandemic/?utm_content=128728670&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853#610815da2e2a
[2] https://medium.com/@SoftClouds/covid19-the-force-that-triggered-cx-digital-transformation-412f25116644?utm_content=129817608&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[2] https://deloitte.wsj.com/cio/2020/02/24/combine-customer-identity-privacy-for-better-cx/?utm_content=130011952&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853

Top URLs in Tweet in G3:
[5] https://www.business.att.com/learn/tech-advice/welcome-to-the-omnichannel-contact-center-ai-and-bots.html
[4] https://get.online/blog/dissatisfied-customers/?utm_source=so&utm_medium=org
[4] https://get.online/blog/improve-customer-experience/?utm_source=so&utm_medium=org
[2] https://www.business.att.com/products/contact-center-solutions.html
[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
[2] for
[2] twitter
[2] https://beyondphilosophy.com/books/

Top URLs in Tweet in G4:
[23] https://www.mycustomer.com/community/blogs/plaughlin/the-importance-of-compassion-in-cx-leadership?platform=hootsuite
[12] https://event.on24.com/wcc/r/2312066/C21022B2C4D5B5079E7D57FBF9F6CDC4?platform=hootsuite
[8] https://www.mycustomer.com/resources/rise-of-the-customer-experience-leader-2020-research-report?platform=hootsuite
[8] https://www.mycustomer.com/hub/corporate-social-responsibility-during-coronavirus?platform=hootsuite
[8] https://www.mycustomer.com/hub/delivering-customer-service-during-covid-19
[8] https://www.mycustomer.com/customer-experience/engagement/how-to-prepare-your-customer-service-for-coronavirus?platform=hootsuite
[8] https://www.mycustomer.com/hub/the-essential-cx-leadership-toolkit
[8] https://www.mycustomer.com/customer-experience/engagement/who-are-the-many-customer-experience-voices-going-unheard-and-how-is?platform=hootsuite
[7] https://www.mycustomer.com/customer-experience/voice-of-the-customer/how-to-ensure-your-cx-programme-doesnt-stagnate?platform=hootsuite
[7] https://www.cxleaderoftheyear.com/

Top URLs in Tweet in G5:
[9] https://www.itbusiness.ca/cmo-digital
[5] https://i.itworldcanada.com/wp-content/uploads/2020/04/Guide-to-Working-Remotely.pdf
[4] http://r.socialstudio.radian6.com/14f3fda3-2809-4e79-b7b9-677dfd5a6558
[4] http://r.socialstudio.radian6.com/2a23d455-9a46-4e65-9312-2f54d2d1698c
[4] http://r.socialstudio.radian6.com/59b9cfb0-0047-4917-bd4e-efc46c6af07a
[3] http://r.socialstudio.radian6.com/de2b7bfb-1273-4605-8cd4-4ea6a130caa3
[3] https://www.edgeverve.com/finacle/casestudy/al-ahli-bank-kuwait/?cmpid=SOC_TWIn_appxel_261119&source=Digital&subsource=Website
[3] http://r.socialstudio.radian6.com/0f081471-2815-4abe-bcff-6f4efc705b61
[3] http://r.socialstudio.radian6.com/e8cab6c8-73e9-4f5a-a978-fd0803415b76
[3] http://r.socialstudio.radian6.com/3ac7e078-d8be-46cb-abf5-aa568a4107f8

Top URLs in Tweet in G6:
[4] https://www.forbes.com/sites/jonpicoult/2020/05/13/5-ways-to-leverage-the-lockdown-and-improve-your-customer-experience/?utm_content=129373730&utm_medium=social&utm_source=twitter&hss_channel=tw-17392332
[3] https://www.forbes.com/sites/jonpicoult/2020/05/11/the-best-way-to-handle-high-call-volumes--while-still-delighting-your-customers/#39d0f8947279
[3] https://www.forbes.com/sites/jonpicoult/2020/05/13/5-ways-to-leverage-the-lockdown-and-improve-your-customer-experience/#31eb991743ac
[2] https://fonolo.com/blog/2018/06/50-quick-tips-for-improving-the-customer-experience/?ls=web_twitter
[1] https://medium.com/authority-magazine/5-ways-to-create-a-wow-customer-experience-with-jon-picoult-of-watermark-consulting-11e2251d55c0
[1] https://myemail.constantcontact.com/subject.html?soid=1103122021639&aid=NgOhohCVhig
[1] https://learn.callminer.com/home/callminer-churn-index-2020
[1] https://www.softwareadvice.com/resources/covid-19-digital-transformation-journey/
[1] https://fonolo.com/blog/2019/02/trending-call-centers-are-addicted-to-call-backs/?ls=web_twitter

Top URLs in Tweet in G7:
[4] https://www.askdangalante.com/post/189719734286/whats-the-future-of-ai-insights-from-the-ai
[3] https://www.askdangalante.com/post/187756739551/5-key-ideas-from-digital-marketing-world-forum
[3] https://dangalante.me/2018/09/30/using-marketing-to-innovate-the-organization/
[3] https://www.askdangalante.com/post/190950808396/what-i-learned-from-working-in-field-sales-in-nyc
[2] https://www.askdangalante.com/post/614126377428500480/4-ways-to-benefit-from-word-of-mouth-marketing
[2] https://www.askdangalante.com/post/189211819951/search-engine-marketing-trends-from-smx-east
[1] https://dangalante.me/
[1] https://www.youtube.com/user/TrendSettingSM
[1] https://www.askdangalante.com/post/188197422446/10-key-insights-from-advertising-week-2019
[1] https://www.askdangalante.com/post/186727540796/how-voice-tech-is-innovating-marketing-customer

Top URLs in Tweet in G8:
[7] https://beyondphilosophy.com/books/
[2] https://www.genesys.com/blog/post/quality-management-and-the-power-of-ai?platform=hootsuite
[2] https://beyondphilosophy.com/why-this-is-a-great-time-to-change-your-customer-habits/
[2] https://pivotpointsolutions.net/2020/05/12/pandemic-selling-what-buyers-want/
[1] https://www.crmbuyer.com/story/86655.html
[1] https://www.genesys.com/blog/post/signed-and-sealed-emirates-post-delivers-great-customer-service?platform=hootsuite
[1] https://www.genesys.com/blog/post/tracking-the-shift-to-remote-contact-center-workers-amid-covid-19?platform=hootsuite
[1] https://www.genesys.com/blog/post/intentional-humanity-design-your-organizations-transformation?platform=hootsuite
[1] https://www.genesys.com/blog/post/top-trends-that-bring-ai-and-digital-to-life?platform=hootsuite
[1] https://www.genesys.com/blog/post/announcing-the-2020-genesys-customer-innovation-awards-finalists?platform=hootsuite

Top URLs in Tweet in G9:
[1] https://www.nextiva.com/blog/customer-service-experts.html
[1] https://www.nytimes.com/2020/05/11/business/shanghai-disneyland-reopens.html
[1] https://www.stevecurtin.com/blog/customer-service-in-the-wake-of-covid-19/
[1] https://customerthink.com/customer-service-in-the-wake-of-covid-19/
[1] https://twitter.com/krispykreme/status/1262451646790918150

Top Domains
Top Domains in Tweet in Entire Graph:
[149] customerthink.com
[136] mycustomer.com
[96] callcentrehelper.com
[83] cx-journey.com
[51] radian6.com
[50] thetaylorreachgroup.com
[43] forbes.com
[42] twitter.com
[21] retailcustomerexperience.com
[18] hyken.com

Top Domains in Tweet in G1:
[130] customerthink.com
[96] callcentrehelper.com
[81] cx-journey.com
[50] thetaylorreachgroup.com
[30] twitter.com
[14] contactcenterpipeline.com
[9] hyken.com
[9] forbes.com
[9] getfeedback.com
[8] mycustomer.com

Top Domains in Tweet in G2:
[21] forbes.com
[19] retailcustomerexperience.com
[7] customerthink.com
[5] technologyreview.com
[5] pointillist.com
[4] mopinion.com
[2] medium.com
[2] wsj.com
[1] digitalcommerce360.com
[1] cbtnews.com

Top Domains in Tweet in G3:
[8] radian6.com
[8] get.online
[7] att.com
[7] mopinion.com
[5] okt.to
[5] btoes.com
[4] fonolo.com
[3] linkedin.com
[3] medium.com
[3] beyondphilosophy.com

Top Domains in Tweet in G4:
[127] mycustomer.com
[12] on24.com
[7] cxleaderoftheyear.com
[3] twitter.com
[2] customerthink.com
[2] dimelo.com
[2] cx-journey.com
[1] genesys.com
[1] snowassociates.com
[1] youtube.com

Top Domains in Tweet in G5:
[43] radian6.com
[9] itbusiness.ca
[5] itworldcanada.com
[3] edgeverve.com
[1] hyken.com

Top Domains in Tweet in G6:
[10] forbes.com
[3] fonolo.com
[1] medium.com
[1] constantcontact.com
[1] callminer.com
[1] softwareadvice.com

Top Domains in Tweet in G7:
[16] askdangalante.com
[4] dangalante.me
[1] youtube.com

Top Domains in Tweet in G8:
[10] beyondphilosophy.com
[9] genesys.com
[8] hyken.com
[7] customerthink.com
[4] experiencematters.blog
[4] glia.com
[3] blakemichellemorgan.com
[2] pivotpointsolutions.net
[2] heartofthecustomer.com
[1] crmbuyer.com

Top Domains in Tweet in G9:
[1] nextiva.com
[1] nytimes.com
[1] stevecurtin.com
[1] customerthink.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1166] custexp
[757] cx
[464] customerexperience
[455] custserv
[349] cctr
[307] customerservice
[301] contactcenter
[299] callcenter
[121] marketing
[48] sales



Top Hashtags in Tweet in G1:
[512] custexp
[430] cx
[331] custserv
[321] customerexperience
[303] cctr
[292] contactcenter
[290] customerservice
[287] callcenter
[34] empexp
[24] culture

Top Hashtags in Tweet in G2:
[76] custexp
[47] cx
[38] customerexperience
[9] marketing
[6] ai
[4] covid19
[3] machinelearning
[3] aws
[2] dx
[2] digitaltransformation

Top Hashtags in Tweet in G3:
[97] custexp
[33] cx
[15] customerexperience
[13] custserv
[7] customerservice
[7] digitalbanking
[6] attemployee
[5] digitaltransformation
[4] covid19
[4] smallbiz

Top Hashtags in Tweet in G4:
[159] custexp
[78] cx
[42] custserv
[37] cctr
[23] employeeexperience
[17] marketing
[10] customerexperience
[8] branding
[8] csr
[8] voc

Top Hashtags in Tweet in G5:
[62] custexp
[37] digitalbanking
[26] digitaltransformation
[16] customerexperience
[15] finserv
[15] fintech
[14] corebanking
[11] api
[11] cmotalks
[10] reimaginebanking

Top Hashtags in Tweet in G6:
[18] custexp
[16] cx
[11] custserv
[6] customerexperience
[4] callcenter
[4] digitaltransformation
[4] smallbusinesses
[2] contactcenter
[2] strategy
[2] leadership

Top Hashtags in Tweet in G7:
[40] marketing
[30] sales
[22] digitalmarketing
[22] cx
[20] custexp
[15] ecommerce
[14] contentmarketing
[13] advertising
[12] bizdev
[9] custserv

Top Hashtags in Tweet in G8:
[57] custexp
[56] cx
[31] customerexperience
[19] custserv
[9] beyondphilosophy
[7] cxe
[5] customerdrivengrowth
[5] businessgrowth
[2] ai
[2] covid19impact

Top Hashtags in Tweet in G9:
[12] custexp
[9] custserv
[7] covid19
[1] cx
[1] disneyland
[1] shanghai
[1] china
[1] principles
[1] travel
[1] uniqueknowledge

Top Hashtags in Tweet in G10:
[15] dataanalytcs
[15] datascience
[9] bigdata
[2] cloudcomputing
[2] data
[2] iot
[2] custexp
[2] cx

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[512] #custexp
[430] #cx
[331] #custserv
[321] #customerexperience
[303] #cctr
[292] #contactcenter
[290] #customerservice
[287] #callcenter
[226] customer
[199] cx

Top Words in Tweet in G2:
[76] #custexp
[47] #cx
[40] balaji_sandiego
[38] #customerexperience
[34] customer
[24] ai
[24] experience
[14] changing
[13] digital
[12] cx

Top Words in Tweet in G3:
[97] #custexp
[38] experience
[33] #cx
[32] customer
[18] customers
[15] #customerexperience
[13] #custserv
[13] read
[12] dissatisfied
[11] ai

Top Words in Tweet in G4:
[159] #custexp
[108] customer
[78] #cx
[71] cx
[54] experience
[48] mycustomer
[42] #custserv
[37] #cctr
[29] content
[29] hub

Top Words in Tweet in G5:
[62] #custexp
[48] finacle
[39] bank
[37] #digitalbanking
[29] digital
[28] learn
[26] #digitaltransformation
[22] banks
[19] driving
[16] #customerexperience

Top Words in Tweet in G6:
[18] #custexp
[16] #cx
[11] #custserv
[11] customer
[7] experience
[6] #customerexperience
[6] covid
[6] 19
[5] improve
[5] leverage

Top Words in Tweet in G7:
[40] #marketing
[30] #sales
[22] #digitalmarketing
[22] #cx
[20] #custexp
[15] #ecommerce
[14] #contentmarketing
[13] #advertising
[12] #bizdev
[9] dangalante

Top Words in Tweet in G8:
[57] #custexp
[56] #cx
[32] check
[31] #customerexperience
[20] customer
[19] #custserv
[12] experience
[11] service
[10] genesys
[9] #beyondphilosophy

Top Words in Tweet in G9:
[12] #custexp
[9] #custserv
[7] #covid19
[6] re
[6] enthused
[5] calling
[5] oatly
[5] use
[5] humor
[5] packaging

Top Words in Tweet in G10:
[17] fisher85m
[15] mikequindazzi
[15] antgrasso
[15] data
[15] cx
[15] inspiration
[15] #dataanalytcs
[15] infographic
[15] #datascience
[9] #bigdata

Top Word Pairs
Top Word Pairs in Tweet in G2:
[290] #cx,#custexp
[289] customer,experience
[287] #customerexperience,#custexp
[287] companies,using
[287] using,ai
[286] ai,enhance
[285] enhance,#customerexperience
[96] #customerexperience,#cx
[76] #custexp,kath0134
[63] kath0134,gvalan

Top Word Pairs in Tweet in G3:
[28] customer,experience
[23] #custexp,#custserv
[17] #custserv,#cx
[12] good,read
[12] read,gt
[12] dissatisfied,customers
[12] user,experience
[12] #cx,#custexp
[12] #custexp,#attemployee
[12] experience,#custexp

Top Word Pairs in Tweet in G4:
[21] #custexp,#cx
[11] customer,experience
[10] content,hub
[9] #custserv,#custexp
[9] covid,19
[8] customer,service
[8] importance,compassion
[7] compassion,cx
[6] cx,leadership
[5] leadership,laughlinpaul

Top Word Pairs in Tweet in G5:
[64] #digitaltransformation,#custexp
[52] digital,bank
[29] recent,article
[25] article,financialit_net
[25] financialit_net,sanat_rao
[23] sanat_rao,shares
[23] shares,views
[23] views,banks
[23] banks,lead
[23] lead,way

Top Word Pairs in Tweet in G6:
[18] #cx,#custexp
[17] #custexp,#custserv
[11] customer,experience
[11] covid,19
[11] ways,leverage
[11] leverage,lockdown
[11] lockdown,improve
[11] improve,customer
[11] experience,#cx
[11] 19,impacting

Top Word Pairs in Tweet in G7:
[14] #custexp,#cx
[10] #digitalmarketing,#contentmarketing
[7] #marketing,#sales
[6] #marketing,#ecommerce
[4] #contentmarketing,#sales
[4] #sales,#advertising
[4] #advertising,#seo
[4] #seo,#sem
[4] #sem,#retail
[4] #cx,#custserv

Top Word Pairs in Tweet in G8:
[15] #custexp,#customerexperience
[12] #cx,#custexp
[11] #custserv,#custexp
[8] #custexp,#cx
[8] genesys,#custserv
[8] check,hyken
[7] customer,service
[7] customer,experience
[7] #beyondphilosophy,#custexp
[7] #custexp,#cxe

Top Word Pairs in Tweet in G9:
[28] #custserv,#custexp
[26] calling,oatly
[19] oatly,use
[18] use,humor
[9] humor,packaging
[8] packaging,mean
[7] mean,re
[7] re,going
[7] going,print
[7] print,carton

Top Word Pairs in Tweet in G10:
[6] mikequindazzi,antgrasso
[5] antgrasso,data
[5] data,cx
[5] cx,inspiration
[5] inspiration,#dataanalytcs
[5] #dataanalytcs,infographic
[5] infographic,#datascience
[5] #datascience,#bigdata
[5] mt,fisher85m
[5] fisher85m,cc

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@annettefranz
@mycustomer
@balaji_sandiego
@hyken
@laughlinpaul
@ijgolding
@antgrasso
@pdorrington
@finacle
@mikequindazzi

Top Mentioned in G1:
@annettefranz
@hyken
@ccw_digital
@forbes
@cmswire
@adobe
@getfeedback
@vocmountaineer
@stephaniethum
@callcentrehelp

Top Mentioned in G2:
@balaji_sandiego
@kath0134
@gvalan
@rete
@retexperience
@cru
@techreview
@geekontheloose
@vocnews_online
@realcolinmac

Top Mentioned in G4:
@mycustomer
@laughlinpaul
@ijgolding
@pdorrington
@jackspringman
@liorstrativity
@consultingchris
@jeannebliss
@genesys
@chriswardmyc

Top Mentioned in G5:
@finacle
@financialit_net
@sanat_rao
@idccanada
@itbusinessca
@paytmbank
@sohar_intl
@idc
@shivalik_bank
@bankmuscat

Top Mentioned in G6:
@glengilmore
@fonolo
@jonpicoult
@asokan_telecom
@forbes
@callminer
@authoritymgzine
@incontact
@frronconi
@enricomolinari

Top Mentioned in G7:
@dangalante
@askdangalante
@advertisingweek
@digimarketingwf
@business_ai
@smx
@sengineland
@marketingland
@awnewyork_
@voicesummitai

Top Mentioned in G8:
@genesys
@hyken
@customerthink
@btemkin
@danmichaeli1
@sugarcrm
@beyondp
@blakemichellem
@doctorpescado
@jimtincher

Top Mentioned in G9:
@enthused
@oatly
@disney
@nextiva
@customerthink
@24hourfitness
@lifetime_life
@united
@snapple
@hellocountry

Top Mentioned in G10:
@fisher85m
@mikequindazzi
@antgrasso
@smbsf
@windowontech

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@united
@chidambara09
@evankirstel
@lifetime_life
@lorimoreno
@fintechna
@askpaypal
@marshacollier
@nicochan33

Top Tweeters in G1:
@marshacollier
@entwistletx
@designthinkbot
@forbes
@katenasser
@fmfrancoise
@hm_custserv
@ipfconline1
@entrepreneur
@rubengzz

Top Tweeters in G2:
@evankirstel
@lorimoreno
@nicochan33
@nancyrubin
@akwyz
@gvalan
@drumeshprabhu
@ssxman2
@debraruh
@2601manish

Top Tweeters in G3:
@mikelehroza
@tonybodoh
@brainzooming
@jacobm
@colinshaw_cx
@crm_plf
@flavmartins
@userexpnews
@mashia6
@btoesinsights

Top Tweeters in G4:
@billquiseng
@paolofabrizio71
@mentalmarketer
@mycustomer
@fayaz_shadman
@eniquelara
@jeannebliss
@genesys
@laughlinpaul
@enderton_justin

Top Tweeters in G5:
@fintechna
@venturebeat
@daviddoughty
@greentechdon
@karimraffa
@userexperienceu
@healthworksbc
@analucia_b2b
@financialit_net
@itbusinessca

Top Tweeters in G6:
@kuriharan
@fabriziobustama
@mvollmer1
@glengilmore
@mhiesboeck
@johndoe47564694
@wswmuc
@enricomolinari
@marcel_marizu
@frronconi

Top Tweeters in G7:
@sectest9
@cybersecurityn8
@dataaugmented
@thecuriousluke
@hubofml
@bubbles4tw
@teamofindore
@mysanjeevsingh
@sengineland
@advertisingweek

Top Tweeters in G8:
@andy_mcf
@blakemichellem
@drnatalie
@customerthink
@socialmediaroc
@beyondp
@mikemoran
@sugarcrm
@technewsworld
@btemkin

Top Tweeters in G9:
@united
@lifetime_life
@larideshareguy
@disneyduder
@adland
@dicks
@krispykreme
@24hourfitness
@snapple
@enthused

Top Tweeters in G10:
@chidambara09
@akdm_bot
@khattiy74899201
@mikequindazzi
@antgrasso
@fisher85m
@iotmore
@newtechtwin
@you_stem
@grausail


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