#cx, Twitter, 7/10/2022 12:42:31 AM, 279278


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#cx_2022-07-09_17-07-30.xlsx
#cx_2022-07-09_17-07-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 10, 2022
Short Description:
#cx via NodeXL https://bit.ly/3NTJOfO
@chidambara09
@cxtodaynews
@eli_krumova
@mentalmarketer
@ingliguori
@xceltrait
@anthonyrochand
@pinakilaskar
@enilev
@kirkdborne

Top hashtags:
#cx
#ai
#bigdata
#digital
#datascientist
#women
#digitalhealth
#mwc22
#finserv

Description:
Description
The graph represents a network of 3,487 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, 10 July 2022 at 00:26 UTC.

The requested start date was Sunday, 10 July 2022 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 5-day, 23-hour, 58-minute period from Friday, 01 July 2022 at 17:38 UTC to Thursday, 07 July 2022 at 17:37 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 : 3487
Unique Edges : 3560
Edges With Duplicates : 11810
Total Edges : 15370
Number of Edge Types : 5
Retweet : 4279
MentionsInRetweet : 5763
Mentions : 3483
Tweet : 1747
Replies to : 98
Self-Loops : 2308
Reciprocated Vertex Pair Ratio : 0.0414800389483934
Reciprocated Edge Ratio : 0.0796559461480928
Connected Components : 741
Single-Vertex Connected Components : 454
Maximum Vertices in a Connected Component : 1883
Maximum Edges in a Connected Component : 12634
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.678107
Graph Density : 0.000439958860391379
Modularity : 0.308209
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,487 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, 10 July 2022 at 00:26 UTC.

The requested start date was Sunday, 10 July 2022 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 5-day, 23-hour, 58-minute period from Friday, 01 July 2022 at 17:38 UTC to Thursday, 07 July 2022 at 17:37 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:
[51] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278927
[47] https://s2.radio.co/s532f0345f/listen
[32] https://app.box.com/s/ku0cciru0q38uxwlmpbvg10e41x8vi7r?utm_source=Kenovy+Business+Presentations&utm_campaign=kenovy
[29] https://beststartup.asia/84-top-mumbai-music-companies-and-startups/
[22] https://us02web.zoom.us/meeting/register/tZUqdOqqqDojGNcb_uJhITVojpKVmlm7Lq3e
[21] https://nichecx.com/cx-events
[19] https://www.leewayhertz.com/metaverse-use-cases-and-benefits/
[19] https://www.forbes.com/sites/forbescommunicationscouncil/2022/04/18/from-telehealth-experiments-to-digital-health-potential-what-to-expect-from-a-changing-industry/
[19] -
[18] https://www.marketwatch.com/press-release/constellation-network-and-foursquare-team-up-to-improve-customer-data-for-businesses-2022-06-30

Top URLs in Tweet in G1:
[50] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278927
[28] https://beststartup.asia/84-top-mumbai-music-companies-and-startups/
[26] https://app.box.com/s/ku0cciru0q38uxwlmpbvg10e41x8vi7r?utm_source=Kenovy+Business+Presentations&utm_campaign=kenovy
[17] https://www.forbes.com/sites/forbescommunicationscouncil/2022/04/18/from-telehealth-experiments-to-digital-health-potential-what-to-expect-from-a-changing-industry/
[14] https://open.spotify.com/episode/5yblteZvL8Lw9D9A4QYeJx?si=rCfrDzagT3qbIRmpWas-1A
[14] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-machinelearning-deeplearning-activity-6949930084346511360-7cea
[14] https://www.topbots.com/marketing-ai-research-personalization/
[14] https://trib.al:443/nqkS9Om
[12] https://cpix.me/a/147083982
[12] https://www.ai-summary.com/summary-artificial-intelligence-in-the-corporate-boardroom-c5d5835e/?utm_medium=social-organic&utm_source=twitter

Top URLs in Tweet in G2:
[7] https://hbr.org/2022/06/why-ai-customer-journeys-need-more-friction
[4] https://youtu.be/jAn_6WJZrxg?utm_source=TWITTER&utm_medium=social-advocacy&utm_content=7182863726&utm_campaign=Customer+Intelligence
[4] https://www.crm-tech.world/leadership-management/customer-experience-im-hotel-vier-jahreszeiten-in-hamburg/
[4] https://disruptive.asia/human-agents-still-crucial-customer-experience-malaysia/
[4] https://us06web.zoom.us/webinar/register/4416560242731/WN_jqAtAq7bQ6m628SH0pf-dw
[4] https://youtube.com/c/DeltaCX
[3] https://cxwc.cx.cinnox.com/app.html#/internal.cinnox.com/tags/9064e257-5ed5-42b8-b6bf-444a4f918261/im
[3] https://lucep.com/blog/insider-marketing-guru-pradyut-hande?utm_campaign=qa-with-insider-marketing-guru-pradyut-hande&utm_medium=social_link&utm_source=missinglettr-twitter
[3] https://www.avaya.com/en/videos/avaya-conversational-intelligence/1_1xh09nax/?utm_source=twitter&utm_medium=social
[3] https://tweetedtimes.com/v/8731

Top URLs in Tweet in G3:
[13] https://comarketing-news.fr/marketing-digital-quels-objectifs-pour-les-marques-dans-les-6-prochains-mois/
[9] https://www.talkwalker.com/blog/best-sentiment-analysis-tools
[7] https://skeepers.io/fr/blog/parcours-clients-reseaux-sociaux-vente/
[7] https://www.payplug.com/fr/blog/pallier-abandons-panier-avis-clients
[4] https://contentsquare.com/fr-fr/blog/taux-transformation/
[4] https://neilpatel.com/blog/reinvent-customer-experience/
[3] https://www.techtarget.com/searchcio/feature/Laggards-leaders-face-digital-transformation-challenges
[3] https://technative.io/cyber-threats-and-supply-chain-back-to-basics/
[3] https://www.prestashop.com/fr/blog/parcours-achat-conversion
[3] https://comarketing-news.fr/comment-fideliser-des-clients-dont-les-attentes-ne-cessent-de-changer/

Top URLs in Tweet in G4:
[47] https://s2.radio.co/s532f0345f/listen
[6] https://broadband-nation.blogspot.com/2018/06/how-your-contact-center-can-gain.html
[5] https://wdcpodcast.captivate.fm/episode/0402
[5] https://www.youtube.com/watch?v=DeIuCzRKBPw&feature=youtu.be

[5] https://www.mycustomer.com/customer-experience/engagement/why-primarks-decision-to-go-digital-could-damage-customer-experiences
[4] https://www.mycustomer.com/sales/ecommerce/is-amazon-heading-for-a-customer-experience-crisis
[4] https://www.mycustomer.com/customer-experience/engagement/customer-experience-lessons-from-atlantis-the-palm
[4] https://www.callcentrehelper.com/analytics-is-most-promising-for-identifying-pain-points-and-root-cause-209487.htm
[3] https://www.five9cxsummit.com/event/ae9faade-dd78-4637-996a-de46514163e5/summary?utm_campaign=RegOpen&utm_medium=Social&utm_source=Social
[3] http://ow.ly/8Rwk30snpTF

Top URLs in Tweet in G5:
[5] https://www.forbes.com/sites/forbestechcouncil/2021/11/18/is-the-only-path-to-digital-transformation-via-perfect-customer-data/?utm_sq=h30evfaf68&sh=7f6ea7a322ce&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobetl2022
[3] https://sloanreview.mit.edu/article/the-neuroscience-of-customer-experience/
[3] https://www.destinationcrm.com/Articles/CRM-News/CRM-Featured-Articles/Gartner-Identifies-Five-Myths-About-Customer-Service-Journeys-That-Undermine-CX-Investments-149810.aspx
[2] https://www.mckinsey.com/industries/chemicals/our-insights/digital-platforms-in-chemicals-the-game-is-on-will-the-winner-take-all
[2] http://customerthink.com/what-is-customer-journey-analytics/
[2] https://www.cx-journey.com/2018/03/how-do-you-measure-cx-success.html
[2] https://fonolo.com/blog/2022/07/call-center-quality-monitoring-best-practices/
[2] https://fonolo.com/blog/2022/07/how-to-calculate-schedule-adherence-in-the-call-center/
[2] https://www.forbes.com/sites/serenitygibbons/2021/05/04/customer-experience-can-be-data-driven-heres-how/
[2] https://www.bcg.com/publications/2022/the-declining-relevance-of-humans-in-delivering-positive-customer-interactions

Top URLs in Tweet in G6:
[10] https://www.mckinsey.com/business-functions/growth-marketing-and-sales/our-insights/cx-without-design-only-gets-you-halfway
[5] https://www.linkedin.com/posts/lukesoon_darkside-ai-artificialintelligence-activity-6943390666873786368-qet9?utm_source=linkedin_share&utm_medium=member_desktop_web
[4] https://www.mckinsey.com/business-functions/growth-marketing-and-sales/our-insights/how-the-operating-model-can-unlock-the-full-power-of-customer-experience
[4] https://www.mckinsey.com/business-functions/growth-marketing-and-sales/our-insights/cx-without-design-only-gets-you-halfway?cid=soc-web
[4] https://talkbusiness.net/2022/07/digital-transformation-is-a-journey-not-a-destination/
[3] https://www.entrepreneur.com/article/428664
[3] https://news.google.com/articles/CAIiEMIFsJ8rY9K_eZwxCb4f_msqMwgEKioIACIQahDdYoJIyhwyC5l4IjKk9ioUCAoiEGoQ3WKCSMocMguZeCIypPYwkrjIBg?uo=CAUiT2h0dHBzOi8vaXRicmllZi5jb20uYXUvc3RvcnkvbWFydGVjaC1leHBlcnRzLXJldmVhbC10aGUtYnV6ei1vbi1wZXJzb25hbGlzYXRpb27SAQA&hl=en-SG&gl=SG&ceid=SG%3Aen
[3] https://news.google.com/articles/CBMiuQFodHRwczovL21lZGl1bS5jb20vQGpvaG5ub3N0YS9odW1hbml0eXMtZm91ci10cnV0aHMtaW4tdGhlLWVyYS1vZi10ZWNobm9sb2d5LTg2OTcyZWFmYTZkNz9zb3VyY2U9dG9waWNzX3YyLS0tLS0tLS0tMjMtODQtLS0tLS0tLS0tLS0tLS0tLS0tLWFjN2QzNGNmX2ViOThfNGJjYV84Yjg4XzVlZTAxMDU0YzMwZC0tLS0tLS0xOdIBAA?hl=en-SG&gl=SG&ceid=SG%3Aen
[3] https://www.entrepreneur.com/article/430515
[3] https://theconversation.com/rather-than-focus-on-the-speculative-rights-of-sentient-ai-we-need-to-address-human-rights-185128

Top URLs in Tweet in G8:
[4] https://bsquared.media/conversations-that-connect-book/?utm_campaign=Book&utm_medium=Organic&utm_source=twitter&utm_content=post
[4] https://enghouseinteractive.co.uk/knowledge-is-power-webinar/?utm_source=twitter-ap
[3] https://app.box.com/s/ku0cciru0q38uxwlmpbvg10e41x8vi7r?utm_source=Kenovy+Business+Presentations&utm_campaign=kenovy
[3] https://www.cgsinc.com/blog/22-customer-experience-stats-2022
[2] https://www.contactcenterpipeline.com/Article/the-playbook-for-customer-servicesupport-ai
[2] https://www.contactcenterpipeline.com/Article/simplifying-multiple-channel-management
[2] https://www.callcenterprofi.de/branchennews/detailseite/webhelp-plant-neuen-call-center-standort-in-parchim-20227416/
[1] https://www.dashnetwork.com/news/customer-wins-for-genesys-moengage-lexer-isc-cx-and-qualtrics/
[1] https://www.dashnetwork.com/news/new-research-from-merkle-twilio-smart-communications-fullstory-and-emplifi/
[1] https://www.dashnetwork.com/news/medallia-medicare-stars-solution-strives-to-improve-patient-experience-ratings/

Top URLs in Tweet in G9:
[16] https://www.leewayhertz.com/metaverse-use-cases-and-benefits/
[15] https://www.marketwatch.com/press-release/constellation-network-and-foursquare-team-up-to-improve-customer-data-for-businesses-2022-06-30
[8] https://www.datasciencecentral.com/profiles/blogs/modern-marketing-analytics-and-the-modern-data-scientist
[8] https://www.cmo.com.au/article/699359/why-your-data-culture-direct-reflection-your-brand
[7] https://blog.cipio.ai/community-commerce-what-is
[6] https://softtek.eu/en/tech-magazine-en/user-experience-en/what-is-the-internet-of-behaviour-iob-and-why-is-it-the-future/
[6] https://www.theregister.com/2022/07/04/ai_in_brief/
[4] http://www.iotcentral.io/blog/user-experience-ux-is-at-the-heart-of-digital-transformation
[4] https://cipio.ai/
[3] https://www.businesswire.com/news/home/20220629005276/en/Coach-USA-Selects-Samsara%E2%80%99s-Connected-Operations-Cloud

Top URLs in Tweet in G10:
[2] https://linktr.ee/AllThingsConsideredCX
[2] https://myusf.usfca.edu/marketing-communications/resources/email-resources/email-signature-standards
[2] https://ewriteonline.com/email-signatures/
[1] https://aheadcrm.blogspot.com/2022/04/the-impact-of-supply-chain-on-customer.html
[1] https://aheadcrm.blogspot.com/2022/04/how-to-measure-roi-of-cx-cxchangerstalk.html
[1] https://www.youtube.com/watch?v=H_SHDzwx9WY&feature=youtu.be

[1] https://ng.techweb.com/authds/gateway?gateway=true&return=http://www.icmi.com/resources/2022/which-contact-center-metric-matters
[1] https://twitter.com/EuropeanCXOrg/status/1539661251340488704
[1] https://us02web.zoom.us/webinar/register/WN_9M-MIOF6T7KlrFC8vHTFEg
[1] https://ecxo.org/individuals/

Top Domains
Top Domains in Tweet in Entire Graph:
[157] forbes.com
[125] google.com
[119] twitter.com
[113] okt.to
[109] linkedin.com
[102] dy.si
[84] medium.com
[74] nodexlgraphgallery.org
[69] finextra.com
[69] co.uk

Top Domains in Tweet in G1:
[86] forbes.com
[70] nodexlgraphgallery.org
[65] google.com
[65] linkedin.com
[62] finextra.com
[58] medium.com
[45] twitter.com
[40] co.uk
[37] infl.tv
[36] trib.al

Top Domains in Tweet in G2:
[18] cvsoci.al
[14] twitter.com
[12] sitel.com
[11] dy.si
[10] linkedin.com
[9] sas.com
[8] co.uk
[8] okt.to
[8] mopinion.com
[7] instagram.com

Top Domains in Tweet in G3:
[20] forbes.com
[19] comarketing-news.fr
[9] talkwalker.com
[7] healthcareitnews.com
[7] skeepers.io
[7] payplug.com
[6] finextra.com
[6] technative.io
[5] cgsinc.com
[4] mckinsey.com

Top Domains in Tweet in G4:
[47] radio.co
[22] mycustomer.com
[20] seismic.com
[20] okt.to
[14] twitter.com
[7] five9.com
[7] genesys.com
[7] youtube.com
[6] blogspot.com
[6] talkdesk.com

Top Domains in Tweet in G5:
[18] forbes.com
[9] mckinsey.com
[8] technative.io
[5] gartner.com
[5] bcg.com
[5] hbr.org
[5] customerthink.com
[4] twitter.com
[4] venturebeat.com
[4] mit.edu

Top Domains in Tweet in G6:
[48] google.com
[20] mckinsey.com
[20] cmswire.com
[12] linkedin.com
[7] forbes.com
[6] entrepreneur.com
[6] uxmag.com
[5] customerthink.com
[5] tinyurl.com
[4] inc.com

Top Domains in Tweet in G8:
[8] bsquared.media
[8] dy.si
[7] contactcenterpipeline.com
[6] dashnetwork.com
[4] cgsinc.com
[4] co.uk
[3] nelson-hall.com
[3] pardot.com
[3] box.com
[2] sitel.com

Top Domains in Tweet in G9:
[18] datasciencecentral.com
[16] leewayhertz.com
[15] marketwatch.com
[13] cipio.ai
[8] com.au
[6] softtek.eu
[6] theregister.com
[4] iotcentral.io
[4] cmswire.com
[3] businesswire.com

Top Domains in Tweet in G10:
[3] ewriteonline.com
[2] blogspot.com
[2] linktr.ee
[2] usfca.edu
[1] youtube.com
[1] techweb.com
[1] twitter.com
[1] zoom.us
[1] ecxo.org
[1] businessnc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6206] cx
[1992] ai
[1735] bigdata
[1726] digital
[1675] datascientist
[1626] women
[1622] digitalhealth
[1620] mwc22
[1618] finserv
[1610] healthtech



Top Hashtags in Tweet in G1:
[2846] cx
[1640] ai
[1511] bigdata
[1497] datascientist
[1486] digital
[1453] digitalhealth
[1450] mwc22
[1450] women
[1442] healthtech
[1437] finserv

Top Hashtags in Tweet in G2:
[666] cx
[132] customerexperience
[61] customerservice
[30] ai
[26] marketing
[25] ux
[19] contactcenter
[18] digitaltransformation
[17] digital
[15] retail

Top Hashtags in Tweet in G3:
[351] cx
[171] digital
[159] bigdata
[158] mwc22
[158] finserv
[157] healthtech
[157] datascientist
[157] digitalhealth
[157] women
[157] ehealth

Top Hashtags in Tweet in G4:
[300] cx
[38] ai
[37] custexp
[30] customerexperience
[25] contactcenter
[17] custserv
[15] partnerpowered
[14] five9
[13] five9cxsummit
[13] cxmanagement

Top Hashtags in Tweet in G5:
[147] cx
[69] customerexperience
[22] digitaltransformation
[18] ai
[13] employeeexperience
[13] bigdata
[12] cio
[11] strategy
[11] marketing
[11] cdo

Top Hashtags in Tweet in G6:
[230] cx
[131] custserv
[97] ex
[96] rox
[46] experienceeconomy
[37] designthinking
[33] ai
[26] customerexperience
[22] hx
[17] marketing

Top Hashtags in Tweet in G7:
[91] コムチュア
[91] コムチュアネットワーク
[91] コムチュア株式会社
[91] コムチュアネットワーク株式会社
[91] comture
[91] keepinnovating
[91] it
[91] it企業
[91] sier
[91] dx

Top Hashtags in Tweet in G8:
[89] cx
[15] customerexperience
[13] ai
[8] b2b
[8] custserv
[8] customerservice
[7] chatbots
[6] anab2b
[6] conversationsthatconnect
[6] thinkconversation

Top Hashtags in Tweet in G9:
[68] cx
[39] ai
[35] bigdata
[33] datascience
[29] iot
[24] metaverse
[22] behavioranalytics
[19] iiot
[18] abdsc
[17] marketing

Top Hashtags in Tweet in G10:
[57] cx
[12] customerexperience
[4] cxrant
[4] ex
[3] journeyorchestration
[3] cxqotd
[3] customerservice
[3] custserv
[2] cem
[2] cex

Top Words
Top Words in Tweet in Entire Graph:
[6203] #cx
[1992] #ai
[1746] #digital
[1735] #bigdata
[1675] #datascientist
[1626] #women
[1622] #digitalhealth
[1620] #mwc22
[1618] #finserv
[1610] #healthtech

Top Words in Tweet in G1:
[2846] #cx
[1640] #ai
[1511] #bigdata
[1497] #datascientist
[1487] #digital
[1453] #digitalhealth
[1450] #mwc22
[1450] #women
[1442] #healthtech
[1437] #finserv

Top Words in Tweet in G2:
[666] #cx
[218] customer
[135] experience
[132] #customerexperience
[118] more
[99] customers
[73] cx
[61] #customerservice
[48] digital
[46] service

Top Words in Tweet in G3:
[351] #cx
[179] #digital
[159] chidambara09
[159] #bigdata
[158] #mwc22
[158] #finserv
[157] #healthtech
[157] #datascientist
[157] #digitalhealth
[157] #women

Top Words in Tweet in G4:
[300] #cx
[97] distinction
[89] customer
[82] join
[66] five9
[57] cutting
[57] edge
[51] experience
[49] cx
[49] professional

Top Words in Tweet in G5:
[147] #cx
[69] #customerexperience
[55] customer
[28] experience
[26] wswmuc
[24] digital
[22] #digitaltransformation
[22] data
[18] #ai
[17] business

Top Words in Tweet in G6:
[230] #cx
[173] mentalmarketer
[131] #custserv
[103] #ex
[96] #rox
[62] customer
[58] experience
[46] #experienceeconomy
[43] design
[37] #designthinking

Top Words in Tweet in G7:
[91] コムチュア新cm
[91] その2
[91] #コムチュア
[91] #コムチュアネットワーク
[91] #コムチュア株式会社
[91] #コムチュアネットワーク株式会社
[91] #comture
[91] #keepinnovating
[91] #it
[91] #it企業

Top Words in Tweet in G8:
[89] #cx
[24] customers
[20] customer
[18] more
[15] #customerexperience
[13] session
[13] #ai
[11] experience
[10] brookesellas
[9] merkle

Top Words in Tweet in G9:
[71] kirkdborne
[67] #cx
[39] #ai
[38] gt
[35] #bigdata
[33] #datascience
[29] #iot
[24] #metaverse
[23] data
[22] #behavioranalytics

Top Words in Tweet in G10:
[57] #cx
[27] customer
[14] customerisfirst
[14] business
[12] #customerexperience
[12] great
[11] cx
[10] focus
[9] time
[9] customers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1614] #cx,#women
[1611] #datascientist,#mwc22
[1606] #digitalhealth,#cx
[1593] #women,#ehealth
[1588] #healthtech,#datascientist
[1525] #mwc22,#digital
[1525] #digital,#digitalhealth
[1524] #ehealth,#finserv
[1483] #finserv,#bigdata
[1161] #iot,#iiot

Top Word Pairs in Tweet in G1:
[1445] #cx,#women
[1442] #datascientist,#mwc22
[1437] #digitalhealth,#cx
[1424] #women,#ehealth
[1421] #healthtech,#datascientist
[1360] #mwc22,#digital
[1360] #digital,#digitalhealth
[1357] #ehealth,#finserv
[1318] #finserv,#bigdata
[1119] #iot,#iiot

Top Word Pairs in Tweet in G2:
[72] customer,experience
[52] #cx,#customerexperience
[35] #customerexperience,#cx
[25] customer,service
[17] #customerservice,#cx
[17] experience,#cx
[17] learn,more
[14] #cx,#customerservice
[12] contact,center
[11] read,more

Top Word Pairs in Tweet in G3:
[157] #datascientist,#mwc22
[157] #digitalhealth,#cx
[157] #cx,#women
[157] #women,#ehealth
[156] #healthtech,#datascientist
[156] #ehealth,#finserv
[155] chidambara09,#healthtech
[155] #finserv,#bigdata
[154] #mwc22,#digital
[154] #digital,#digitalhealth

Top Word Pairs in Tweet in G4:
[57] cutting,edge
[48] scott,mckain
[48] playing,distinction
[48] distinction,radio
[48] radio,join
[48] join,cutting
[48] #cx,creating
[47] edge,ideas
[47] ideas,#cx
[47] creating,personal

Top Word Pairs in Tweet in G5:
[23] customer,experience
[18] #customerexperience,#cx
[18] #cx,#customerexperience
[11] #cx,#digitaltransformation
[11] success,data
[9] #employeeexperience,#customerexperience
[9] demonstrate,project
[9] project,success
[9] data,value
[9] value,led

Top Word Pairs in Tweet in G6:
[113] #cx,#custserv
[93] #custserv,#ex
[86] #ex,#rox
[43] #rox,#experienceeconomy
[32] customer,experience
[11] #cx,without
[11] without,design
[11] design,gets
[11] gets,halfway
[11] embed,#artificialintelligence

Top Word Pairs in Tweet in G7:
[91] コムチュア新cm,その2
[91] その2,#コムチュア
[91] #コムチュア,#コムチュアネットワーク
[91] #コムチュアネットワーク,#コムチュア株式会社
[91] #コムチュア株式会社,#コムチュアネットワーク株式会社
[91] #コムチュアネットワーク株式会社,#comture
[91] #comture,#keepinnovating
[91] #keepinnovating,#it
[91] #it,#it企業
[91] #it企業,#sier

Top Word Pairs in Tweet in G8:
[8] #custserv,#cx
[6] learn,more
[6] strategies,enable
[6] enable,ultimate
[6] ultimate,#b2b
[6] #b2b,#cx
[6] #cx,watch
[6] watch,demand
[6] demand,session
[6] session,#anab2b

Top Word Pairs in Tweet in G9:
[24] #bigdata,#datascience
[19] gt,gt
[17] team,improve
[17] improve,#customerdata
[17] #customerdata,businesses
[16] ht,debashis_dutta
[16] debashis_dutta,gt
[16] gt,use
[16] use,cases
[16] cases,applications

Top Word Pairs in Tweet in G10:
[10] focus,business
[7] customer,journey
[6] journey,mapping
[5] #cx,#customerexperience
[5] revenue,focus
[5] business,fights
[5] fights,stay
[5] stay,alive
[5] alive,until
[5] until,next

Top Replied-To
Top Replied-To in Entire Graph:
@globalntt
@pinakilaskar
@this0499154500
@enilev
@mastercard
@ab3cerra
@cgchirp
@loyalty360
@chidambara09
@mikayou742

Top Replied-To in G1:
@pinakilaskar
@this0499154500
@enilev
@chidambara09
@khulood_almani
@metoscm
@anthonyrochand
@iotchannel
@kanezadiane
@evolveip

Top Replied-To in G4:
@cgchirp
@invoca
@lizkmiller
@evankirstel
@tokuglobal
@press1fornick
@five9
@custcontactweek
@youtube

Top Replied-To in G5:
@gartner

Top Replied-To in G6:
@colinshaw_cx

Top Replied-To in G8:
@medallia

Top Replied-To in G10:
@sandipkrgupta
@customerpurpose
@jtwatkin
@leroymerlinfr

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@enilev
@pinakilaskar
@betamoroney
@mentalmarketer
@fisheyebox
@eli_krumova
@ingliguori
@kirkdborne
@cxtodaynews

Top Mentioned in G1:
@chidambara09
@pinakilaskar
@enilev
@betamoroney
@fisheyebox
@eli_krumova
@mentalmarketer
@ingliguori
@mikequindazzi
@xceltrait

Top Mentioned in G2:
@rrp91274
@tsuhan_exa
@enterknowhow
@socialmagnets1
@ahiraga
@gartner_jp
@dynanetonline
@goboomtown

Top Mentioned in G3:
@chidambara09
@enilev
@labordeolivier
@anthonyrochand
@sebbourguignon
@mvollmer1
@forbes
@curieuxexplorer
@shi4tech
@ianljones98

Top Mentioned in G4:
@five9
@cxtodaynews
@evankirstel
@five9_emea
@davidjmaireles
@intelepeer
@oracle
@genesys
@custcontactweek
@arialv

Top Mentioned in G5:
@wswmuc
@technative
@ross_quintana
@_mobility_
@_futurework_
@bcg
@adobepartner
@cxintersect
@svenesser
@briansolis

Top Mentioned in G6:
@mentalmarketer
@uxmag
@mckinsey
@cmswire
@marshacollier
@customerthink
@kirkdborne
@ralexjimenez
@inspirefireco
@entrepreneur

Top Mentioned in G7:
@comture_n16

Top Mentioned in G8:
@merkle
@brookesellas
@nhinsight
@majorel_global
@enghouseinterac
@sitel_worldwide
@b2b_insight
@ivank_nh
@medallia
@contactbabel

Top Mentioned in G9:
@kirkdborne
@debashis_dutta
@leewayhertz
@cipioai
@conste1
@mvollmer1
@pinakilaskar
@samuel_wong_
@softtekeurope
@conste11ation

Top Mentioned in G10:
@customerisfirst
@jtwatkin
@hyken
@luismelo78
@cxexcellence
@tanujdiwan
@kkmett
@mrpatto
@thetimhayden
@mentalmarketer

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@sectest9
@tesco
@chidambara09
@xaelbot
@junjokerando
@codedailybot
@piyuanker12
@personalflow_at
@cybersecurityn8

Top Tweeters in G1:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@saragomezaranci
@fabriciosx
@rvp
@dataaugmented
@ottlegalrebels

Top Tweeters in G2:
@cas_2050001283
@intensive911
@dogetalist
@stockosaur_com
@onriedo16
@arsalanakhan
@mercymkushi
@brazilsfe
@rachelloumiller
@cepymenews

Top Tweeters in G3:
@ssxman2
@mashable
@jamesvgingerich
@forbes
@shi4tech
@rldi_lamy
@hannaraptor
@mediapython
@adeyemoadekunl2
@arc_atlantique

Top Tweeters in G4:
@piyuanker12
@evankirstel
@juliebhunt
@gdprai
@westjet
@shellykramer
@holgermu
@smallbizrescafe
@pierre018
@haroldsinnott

Top Tweeters in G5:
@vonrosenchild
@lorimoreno
@akwyz
@debraruh
@corix_jc
@corixpartners
@technative
@ronald_vanloon
@transform_sec
@harvardbiz

Top Tweeters in G6:
@gezgintrk
@rockchristopher
@phycoinsc
@nomoreslaves
@marshacollier
@designthinkbot
@inc
@cyb3rb0r6
@jeffsheehan
@entrepreneur

Top Tweeters in G7:
@hxnxqaewn1orr4l
@hiiyan_sgmeamdn
@skeshika
@edrenalove
@grolybibi
@aogami_noboru
@shoppe_ske48
@akihiro0119
@matcyandesuyo
@okawaritakaya

Top Tweeters in G8:
@greentechdon
@growmap
@thatchristinag
@misterclem
@hellobsquared
@submittable
@camillejourdain
@brookesellas
@smm_news_feed
@cioonline

Top Tweeters in G9:
@regamertron
@ricardo_ik_ahau
@marketwatch
@thedrum
@joseph_santoro
@hernangraffe
@kirkdborne
@dd_fafa_
@dd_nana_
@kentjlewis

Top Tweeters in G10:
@wsj
@royatkinson
@jesus_hoyos
@rimtailing
@stephaniethum
@jonerp
@luismelo78
@thetimhayden
@russlol
@leslieo


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