#cx, Twitter, 6/14/2021 12:46:48 AM, 256836


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#cx_2021-06-13_16-54-40.xlsx
#cx_2021-06-13_16-54-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 14, 2021
Short Description:
#cx via NodeXL https://bit.ly/3iCnHyr
@chidambara09
@godfrey_g_
@cxtodaynews
@kirkdborne
@hyken
@softclouds
@andrewincontact
@oraclecx
@markplant
@education_24x7

Top hashtags:
#cx
#cybersecurity
#javascript
#nocode
#github
#nodejs
#devops
#ai
#lowcode

Description:
Description
The graph represents a network of 3,980 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 Monday, 14 June 2021 at 00:05 UTC.

The requested start date was Sunday, 13 June 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 4-hour, 11-minute period from Tuesday, 08 June 2021 at 19:49 UTC to Sunday, 13 June 2021 at 00:00 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 : 3980
Unique Edges : 4642
Edges With Duplicates : 11655
Total Edges : 16297
Number of Edge Types : 5
Mentions : 3233
Retweet : 4242
MentionsInRetweet : 6837
Replies to : 84
Tweet : 1901
Self-Loops : 1984
Reciprocated Vertex Pair Ratio : 0.0444940476190476
Reciprocated Edge Ratio : 0.0851973215557772
Connected Components : 834
Single-Vertex Connected Components : 508
Maximum Vertices in a Connected Component : 2353
Maximum Edges in a Connected Component : 13643
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.895649
Graph Density : 0.000443218858807736
Modularity : 0.369462
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,980 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 Monday, 14 June 2021 at 00:05 UTC.

The requested start date was Sunday, 13 June 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 4-hour, 11-minute period from Tuesday, 08 June 2021 at 19:49 UTC to Sunday, 13 June 2021 at 00:00 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 : #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:
[109] -
[39] https://threatpost.com/lewd-phishing-lures-business-explode/166734/
[33] https://s2.radio.co/s532f0345f/listen
[25] https://threatpost.com/trickbot-coder-decades-prison/166732/
[24] https://dzone.com/articles/applications-for-gpu-based-ai-and-machine-learning
[24] https://dzone.com/articles/web-barcode-reader-using-b4x
[24] https://threatpost.com/steam-gaming-delivering-malware/166784/
[23] https://threatpost.com/chrome-browser-bug-under-attack/166804/
[23] June
[22] blog

Top URLs in Tweet in G1:
[14] https://www.zdnet.com/article/agile-management-agile-leadership-the-secret-of-making-better-decisions-faster/
[12] https://technative.io/conversational-ai-to-shape-future-customer-experiences/
[9] https://www.pointillist.com/blog/cx-survey-2021-journey-management-cx-measurement/?utm_source=twitter&utm_medium=social&utm_campaign=cjxm21-blog&utm_content=post
[7] https://www.rtinsights.com/how-your-data-hygiene-impacts-the-customer-experience/
[7] http://customerservicedaily.com
[5] https://www.blakemichellemorgan.com/podcast/the-future-of-customer-service-is-conversational/
[5] https://technative.io/iot-in-customer-service-turning-concept-into-practical-reality/
[5] https://www.cmswire.com/customer-experience/5-ways-to-optimize-your-surveys-for-better-customer-experience/
[5] https://www.infoworld.com/article/3618173/how-ai-can-enhance-customer-experience.html
[5] https://www.govevents.com/Adobe-GovForum-2021-SM/

Top URLs in Tweet in G2:
[7] https://www.martechalliance.com/events/anti-conference-online?utm_campaign=%23MarTechFest
[7] Dial
[6] https://www.enterprisetimes.co.uk/2021/06/02/userzoom-launches-qxscore-to-measure-digital-experience/
[5] https://www.destinationcrm.com/Articles/Web-Exclusives/Viewpoints/How-AI-Is-Reimagining-the-Customer-Experience-146990.aspx
[5] https://mopinion.com/meistertask-transforms-user-experience/?utm_content=buffer27578&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://mopinion.com/resources/white-paper-a-digital-feedback-fueled-approach-to-personalisation-2018/?utm_content=buffer1fac9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://mopinion.com/how-to-increase-cx-through-testing-and-personalisation/?utm_content=buffer4ed7b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://mopinion.com/new-website-5-reasons-to-start-with-customer-feedback-right-away/?utm_content=buffer3abe8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://tweetedtimes.com/v/8731?s=rgp
[4] https://www.martechalliance.com/events/webinar/blueshift/driving-customer-engagement-in-a-distracted-world/?utm_campaign=MarTech

Top URLs in Tweet in G3:
[8] https://www.five9.com/blog/majestic-wine-chose-babble-to-reimagine-cx
[7] https://www.technologyreview.com/2020/04/28/1000675/how-ai-is-changing-the-customer-experience/
[6] https://www.financialexpress.com/brandwagon/how-artificial-intelligence-is-driving-the-future-of-consumer-experience/2266043/
[3] https://www.pymnts.com/news/artificial-intelligence/2021/new-report-bank-use-of-ai-to-manage-credit-risk-tripled-in-the-last-three-years/
[3] https://agile-world.us/when-agile-becomes-fragile-nobody-wins/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://www.linkedin.com/pulse/smart-movehow-artificial-intelligence-can-transform-michael/
[3] https://www.cmswire.com/customer-experience/4-ways-sustainability-affects-the-customer-experience/
[3] https://www.cxtoday.com/speech-analytics/tollring-extends-partnership-with-bt-wholesale/
[2] https://builtin.com/artificial-intelligence/ai-customer-service
[2] https://www.datasciencecentral.com/profiles/blogs/how-artificial-intelligence-is-reshaping-small-businesses

Top URLs in Tweet in G4:
[39] https://threatpost.com/lewd-phishing-lures-business-explode/166734/
[25] https://threatpost.com/trickbot-coder-decades-prison/166732/
[24] https://dzone.com/articles/web-barcode-reader-using-b4x
[23] https://threatpost.com/chrome-browser-bug-under-attack/166804/
[23] https://dzone.com/articles/applications-for-gpu-based-ai-and-machine-learning
[23] https://threatpost.com/steam-gaming-delivering-malware/166784/
[19] https://dzone.com/articles/leveraging-flexdeploy-project-package-features
[17] https://successanalytics.blogspot.com/
[16] https://dzone.com/articles/user-survey-what-devs-should-know-about-app-prefer
[16] https://www.wmk-it.net/cybersecurity/secure-your-saas-1621509649

Top URLs in Tweet in G5:
[8] -
[8] https://coruzant.com/analytics/how-to-keep-from-drowning-in-an-ocean-of-data/
[7] https://soulpageit.com/ai-and-intelligent-systems-to-aid-covid-19-pandemic/
[4] https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/global-vc-view-funding-startups-in-the-next-normal
[4] https://www.instagram.com/p/CP8NfIAhr5r/?utm_source=ig_web_copy_link
[4] https://coruzant.com/ecommerce/how-to-turn-casual-shoppers-into-lifelong-customers/
[3] https://twitter.com/orangebusiness/status/1403019053027966983
[3] https://okt.to/2O91KJ
[3] https://coruzant.com/digital-strategy/three-key-factors-to-innovating-in-a-post-pandemic-world/
[2] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-digitaltransformation-activity-6808239496459554816-Z_FV

Top URLs in Tweet in G6:
[6] https://www.the-future-of-commerce.com/2021/06/09/sapphire-now-customer-experience-keynote/
[4] https://www.linkedin.com/slink?code=e7Bgd-z
[4] https://reg.sapevents.sap.com/flow/sap/sapphirenow2021/portal/page/home?source=social-glo-influencer-cross
[4] https://reg.sapevents.sap.com/flow/sap/sapphirenow2021/portal/page/track-customer-experience
[4] https://thecxinsights.com/customer-service-skills/
[3] https://reg.sapevents.sap.com/flow/sap/sapphirenow2021/portal/page/sessions/session/1616630061791001auKa?source=social-EMEA_South-SAP_CX-TWITTER-MarketingCampaign-SAPCX-SAPCX-SAPPHIRENOW-SAPPHIRENOW-CXCompany-spr-4949370130&campaigncode=CRM-HY21-XIP-SAPPHOS
[3] https://twitter.com/dgingiss/status/1402686889036070914
[3] https://reg.sapevents.sap.com:443/flow/sap/sapphirenow2021/portal/page/home?source=social-glo-influencer-cross
[2] https://www.fastcompany.com/90644335/the-4-biggest-ui-trends-shaping-apples-future
[2] https://go.oracle.com/LP=111723

Top URLs in Tweet in G7:
[3] https://oftenimitatedpodcast.com/podcasts/how-to-bring-your-cx-out-of-the-stone-age-with-daniel-sines-ceo-and-co-founder-of-traitify/
[3] https://www.weblinkspark.com/essential-things-a-website-should-contain-for-better-customer-experience/
[2] https://www.forbes.com/sites/forbescommunicationscouncil/2021/05/19/14-soft-skills-every-expert-communicator-needs-to-hone/?sh=62d779475902
[2] https://www.forbes.com/sites/garydrenik/2021/05/18/reach-the-next-level-of-relevant-customer-experiences-with-cognitive-personalization/
[2] https://www.business2community.com/email-marketing/email-marketing-trends-for-2021-02410423
[2] https://www.inc.com/martin-zwilling/8-steps-to-delivering-a-consistently-memorable-customer-experience.html
[2] https://www.marketingweek.com/richard-shotton-offer-consumers-choice-not-too-much/
[1] https://www.inc.com/sophie-downes/mblm-praxis-brand-loyalty-intimacy-covid-study-emotional-connection.html
[1] https://www.forbes.com/sites/louiscolumbus/2021/02/21/10-ways-ai-and-machine-learning-are-improving-marketing-in-2021/
[1] https://www.marketingweek.com/purpose-rebuilding-brands-post-covid/

Top URLs in Tweet in G8:
[8] https://www.growth-hackers.net/reasons-content-marketing-is-the-future-of-your-brand/
[6] https://www.grazitti.com/blog/big-data-trends-that-will-dominate-2021/
[3] https://www.kearney.com/digital-transformation/article/?/a/developing-a-strategic-ecommerce-architecture
[2] https://www.entrepreneur.com/article/373983
[1] https://www.raconteur.net/technology/data-analytics/real-time-data/
[1] https://databox.com/how-to-encourage-customers-to-write-reviews
[1] https://databox.com/best-customer-retention-metrics#churn
[1] https://databox.com/how-to-improve-your-ecommerce-conversion-rate#head21
[1] https://autome.me/how-to-deploy-digital-customer-experience-transformation-in-business/
[1] https://paper.li/rwang0/1328151146?edition_id=04f6a020-cb86-11eb-ae66-fa163e6ccaff

Top URLs in Tweet in G9:
[6] https://thefintechtimes.com/how-conversational-ai-is-revolutionising-banking-as-we-know-it/
[5] https://wordpress.futurism.com/wp-login.php?redirect_to=https%3A%2F%2Fwordpress.futurism.com%2Fmcdonalds-drive-thru-ai&reauth=1
[4] https://www.bcg.com/en-sea/emerging-challengers-and-incumbent-operators-battle-for-asia-pacifics-digital-banking-opportunity
[4] https://www2.merkleinc.com/l/47252/2021-05-05/8pj2z6
[3] https://www.agefi.fr/tech-finance/actualites/hebdo/20210603/banque-as-a-service-emerge-doucement-322152
[3] https://www.merkleinc.com/thought-leadership/white-papers/seamless-b2b-with-adobe-marketo-engage?utm_source=twitter_DigitalPi&utm_medium=social&utm_campaign=2021_Merkle_AMER_Better_B2B_CX_with_Adobe
[2] https://www.lesechos.fr/finance-marches/banque-assurances/nubank-cette-neobanque-bresilienne-sur-laquelle-mise-warren-buffett-1322211
[2] https://www.usine-digitale.fr/article/la-fintech-suedoise-klarna-lance-sa-solution-de-paiement-fractionne-en-france.N1100849
[2] https://www.bcg.com/publications/2021/global-wealth-report-2021-delivering-on-client-needs?linkId=121059983
[2] https://perspectives.mobilelive.ca/blog/why-cx-needs-ai/

Top URLs in Tweet in G10:
[4] https://www.cx-paris.fr/registration/cx-paris-inscription-pass-annonceur?utm_source=interne&utm_medium=RS&utm_campaign=postregie
[2] https://www.relationclientmag.fr/Thematique/outsourcing-1254/Breves/David-Gillaux-France-Teleperformance-groupe-implemente-suffisamment-solutions-faisant-appel-meilleur-technologie-faire-profiter-ses-clients-fran-ais-361310.htm
[1] https://www.sitel.com/webinars/optimizing-cx-delivery-for-a-digital-first-world/?utm_campaign=HFSWebinar&utm_content=169369171&utm_medium=social&utm_source=twitter&hss_channel=tw-48448780
[1] https://sitel.group/cco?utm_content=169166165&utm_medium=social&utm_source=twitter&hss_channel=tw-48448780
[1] https://sitel.group/cco?utm_content=169275564&utm_medium=social&utm_source=twitter&hss_channel=tw-48448780
[1] https://www.sitel.com/webinars/optimizing-cx-delivery-for-a-digital-first-world/?utm_campaign=HFSWebinar&utm_content=169274714&utm_medium=social&utm_source=twitter&hss_channel=tw-48448780
[1] https://www.carahsoft.com/innovation/innovation-resources/2021-fcw-may-adobe?utm_source=general&utm_medium=social&utm_campaign=iig-fcw-may-cx-2021&utm_content=adobe
[1] https://www.carahsoft.com/community/genesys-vaccine-distribution-blog-2021?utm_source=general&utm_medium=social&utm_campaign=genesys-vaccine-distribution-blog-2021&utm_content=community-blog
[1] https://event.on24.com/wcc/r/3218313/E6DC4FD8FF69EFAB809A3BDE6C116FBF?CMP=SOCORG-API-EMEA-API-FACEBOOK-OR-UNLOCKEDSELFSERVICE-7011O0000028oIs&linkId=121072109
[1] https://www.vonage.com/resources/articles/quality-management-hunt-for-heroes-instead-of-finding-failure/?CMP=SOCORG-APP-US-CCaaS-TWITTER-OR-WOWCUSTOMERS-7011O0000028oIs&linkId=121035730

Top Domains
Top Domains in Tweet in Entire Graph:
[221] dy.si
[166] threatpost.com
[151] linkedin.com
[148] okt.to
[143] twitter.com
[113] sap.com
[85] dzone.com
[54] youtube.com
[53] forbes.com
[52] coruzant.com

Top Domains in Tweet in G1:
[22] twitter.com
[21] technative.io
[20] mycustomer.com
[18] cx-journey.com
[17] hyken.com
[16] zdnet.com
[15] coruzant.com
[14] t.ly
[13] pointillist.com
[9] cmswire.com

Top Domains in Tweet in G2:
[37] dy.si
[32] ziftsolutions.com
[25] linkedin.com
[25] mopinion.com
[17] twitter.com
[17] martechalliance.com
[16] okt.to
[15] co.uk
[15] youtube.com
[8] sociabble.com

Top Domains in Tweet in G3:
[35] cxtoday.com
[32] karlsmith.info
[30] dy.si
[21] pivotpointsolutions.net
[20] agile-world.us
[19] okt.to
[17] five9.com
[13] co.uk
[12] twitter.com
[12] cmswire.com

Top Domains in Tweet in G4:
[165] threatpost.com
[84] dzone.com
[48] linkedin.com
[29] socxo.net
[24] wmk-it.net
[18] sap.com
[17] blogspot.com
[14] twitter.com
[11] dy.si
[10] medium.com

Top Domains in Tweet in G5:
[17] twitter.com
[16] coruzant.com
[14] linkedin.com
[10] mckinsey.com
[10] okt.to
[7] soulpageit.com
[6] sociabble.com
[4] instagram.com
[4] askdangalante.com
[3] forbes.com

Top Domains in Tweet in G6:
[88] sap.com
[19] the-future-of-commerce.com
[13] twitter.com
[12] dy.si
[10] linkedin.com
[7] thecxinsights.com
[3] fastcompany.com
[3] youtube.com
[3] youtu.be
[3] ariba.com

Top Domains in Tweet in G7:
[56] dy.si
[11] forbes.com
[5] inc.com
[4] marketingweek.com
[4] oracle.com
[4] business2community.com
[3] oftenimitatedpodcast.com
[3] twitter.com
[3] weblinkspark.com
[2] treasuredata.com

Top Domains in Tweet in G8:
[8] growth-hackers.net
[6] grazitti.com
[3] raconteur.net
[3] databox.com
[3] kearney.com
[3] paper.li
[2] entrepreneur.com
[1] autome.me
[1] jabil.com
[1] medium.com

Top Domains in Tweet in G9:
[55] dy.si
[10] merkleinc.com
[8] bcg.com
[6] thefintechtimes.com
[5] futurism.com
[4] agefi.fr
[3] sap.com
[2] linkedin.com
[2] lesechos.fr
[2] usine-digitale.fr

Top Domains in Tweet in G10:
[4] genesys.com
[4] cx-paris.fr
[3] relationclientmag.fr
[3] twitter.com
[2] sitel.com
[2] sitel.group
[2] carahsoft.com
[2] on24.com
[2] linkedin.com
[2] akio.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4978] cx
[1590] cybersecurity
[1386] javascript
[1297] nocode
[1259] github
[1151] nodejs
[969] devops
[925] ai
[831] lowcode
[741] customerexperience



Top Hashtags in Tweet in G1:
[560] cx
[121] customerexperience
[114] ai
[90] digitaltransformation
[53] cybersecurity
[44] fintech
[41] digital
[40] custserv
[38] innovation
[36] artificialintelligence

Top Hashtags in Tweet in G2:
[761] cx
[195] customerexperience
[58] ux
[50] customerservice
[35] sapphirenow
[32] quickbookspartner
[30] marketing
[30] marketingtips
[26] userexperience
[25] contactcenter

Top Hashtags in Tweet in G3:
[392] cx
[140] ai
[86] iot
[81] ux
[79] ccaas
[72] customerexperience
[59] agileworld
[55] digitaltransformation
[43] futurist
[43] polymath

Top Hashtags in Tweet in G4:
[1526] cybersecurity
[1338] javascript
[1257] nocode
[1222] github
[1116] nodejs
[1041] cx
[921] devops
[799] lowcode
[575] 100daysofcode
[524] firestarnews

Top Hashtags in Tweet in G5:
[230] cx
[116] digitaltransformation
[62] ai
[57] customerexperience
[35] bigdata
[23] datascience
[21] marketing
[21] digital
[19] iot
[18] usa

Top Hashtags in Tweet in G6:
[251] cx
[201] sapphirenow
[29] sap
[21] customerexperience
[16] sapcx
[11] supplychain
[10] sapcommerce
[9] fintech
[9] cdp
[8] ai

Top Hashtags in Tweet in G7:
[135] cx
[23] oftenimitated
[23] podcast
[13] customerexperience
[13] customerservice
[11] retail
[10] data
[9] marketing
[9] experienciadecliente
[8] custserv

Top Hashtags in Tweet in G8:
[32] ai
[31] cx
[30] artificialintelligence
[27] business
[26] digitaltransformation
[23] bigdata
[22] dataanalytics
[14] digital
[8] contentmarketing
[7] iot

Top Hashtags in Tweet in G9:
[114] cx
[46] merklesummit21
[27] data
[26] fintech
[24] innovation
[19] ai
[19] b2b
[17] banking
[16] ux
[12] digital

Top Hashtags in Tweet in G10:
[42] cx
[17] cxparis
[9] relationclient
[9] live
[7] xperience21
[6] outsourceurs
[5] max
[5] cxawards
[5] cxparis2021
[5] event

Top Words
Top Words in Tweet in Entire Graph:
[4975] #cx
[1590] #cybersecurity
[1409] customer
[1386] #javascript
[1297] #nocode
[1259] #github
[1151] #nodejs
[969] #devops
[925] #ai
[831] experience

Top Words in Tweet in G1:
[560] #cx
[189] customer
[121] #customerexperience
[114] #ai
[112] experience
[90] #digitaltransformation
[71] cx
[68] customers
[63] ingliguori
[53] #cybersecurity

Top Words in Tweet in G2:
[758] #cx
[275] customer
[195] #customerexperience
[152] experience
[110] customers
[94] more
[87] cx
[65] learn
[58] #ux
[56] best

Top Words in Tweet in G3:
[392] #cx
[140] #ai
[124] customer
[87] experience
[86] #iot
[81] #ux
[79] #ccaas
[72] #customerexperience
[66] five9
[61] karlsmithcio

Top Words in Tweet in G4:
[1526] #cybersecurity
[1338] #javascript
[1257] #nocode
[1222] #github
[1116] #nodejs
[1041] #cx
[921] #devops
[799] #lowcode
[575] #100daysofcode
[524] #firestarnews

Top Words in Tweet in G5:
[230] #cx
[116] #digitaltransformation
[62] #ai
[60] customer
[57] #customerexperience
[52] digital
[37] experience
[35] #bigdata
[34] cx
[31] technologies

Top Words in Tweet in G6:
[251] #cx
[200] #sapphirenow
[116] customer
[87] sap
[65] experience
[45] session
[44] business
[44] customers
[40] track
[38] sap_cx

Top Words in Tweet in G7:
[135] #cx
[46] shares
[38] customer
[27] episode
[26] customers
[23] #oftenimitated
[23] #podcast
[23] oraclecx
[22] oliver
[22] hughes

Top Words in Tweet in G8:
[60] antgrasso
[50] consumer
[49] andrewincontact
[48] changing
[41] info
[40] time
[40] insights
[40] essential
[40] adapt
[40] landscape

Top Words in Tweet in G9:
[114] #cx
[46] #merklesummit21
[46] merkle
[27] #data
[27] join
[26] #fintech
[26] request
[26] invite
[26] session
[25] learn

Top Words in Tweet in G10:
[42] #cx
[17] genesys
[17] #cxparis
[16] relationcltmag
[15] join
[11] client
[10] learn
[9] #relationclient
[9] #live
[9] par

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1128] #javascript,#github
[920] #nodejs,#cybersecurity
[842] #cybersecurity,#devops
[599] #nocode,#javascript
[526] #github,#nodejs
[509] #lowcode,#javascript
[491] #nocode,#lowcode
[488] follow,qr
[488] qr,code
[488] code,wmk

Top Word Pairs in Tweet in G1:
[58] customer,experience
[50] #customerexperience,#cx
[44] #ai,#cx
[32] jblefevre60,nicochan33
[31] popular,#chat
[31] #chat,#apps
[31] #apps,#ai
[31] #cx,statistacharts
[31] statistacharts,enricomolinari
[30] #digitaltransformation,requires

Top Word Pairs in Tweet in G2:
[104] customer,experience
[66] #customerexperience,#cx
[63] #cx,#customerexperience
[29] learn,more
[29] marketing,experts
[29] experts,tech
[29] tech,pros
[29] pros,shared
[29] shared,best
[29] best,tips

Top Word Pairs in Tweet in G3:
[49] #iot,#ai
[47] customer,experience
[47] #cx,#ux
[46] #cx,#customerexperience
[45] #ux,#iot
[43] #ai,#futurist
[43] #futurist,#polymath
[43] #polymath,#futureofwork
[33] #digitaltransformation,#agileworld
[33] #agileworld,#cx

Top Word Pairs in Tweet in G4:
[1095] #javascript,#github
[891] #nodejs,#cybersecurity
[817] #cybersecurity,#devops
[584] #nocode,#javascript
[506] #github,#nodejs
[491] #lowcode,#javascript
[477] follow,qr
[477] qr,code
[477] code,wmk
[477] #artificialintelligence,#nocode

Top Word Pairs in Tweet in G5:
[29] #customerexperience,#cx
[28] #digitaltransformation,#cx
[24] #cx,#digitaltransformation
[24] introducing,locobuzz
[24] locobuzz,mobile
[24] mobile,app
[24] app,enjoy
[24] enjoy,premier
[24] premier,cx
[24] cx,management

Top Word Pairs in Tweet in G6:
[94] #sapphirenow,#cx
[43] customer,experience
[34] #cx,track
[30] tune,#sapphirenow
[25] #cx,session
[20] sap,#sapphirenow
[16] sap,customer
[13] customer,data
[13] customer,centric
[13] join,session

Top Word Pairs in Tweet in G7:
[23] #oftenimitated,#cx
[23] #cx,#podcast
[22] oliver,hughes
[22] hughes,cmo
[22] cmo,redbullracing
[22] redbullracing,shares
[21] episode,#oftenimitated
[13] fuel,evolution
[13] evolution,#customerservice
[13] #customerservice,oraclecx's

Top Word Pairs in Tweet in G8:
[40] time,insights
[40] insights,essential
[40] essential,adapt
[40] adapt,changing
[40] changing,consumer
[40] consumer,landscape
[40] landscape,companies
[40] companies,ignore
[40] ignore,trust
[40] trust,transparency

Top Word Pairs in Tweet in G9:
[26] request,invite
[26] #merklesummit21,session
[20] merkle,#merklesummit21
[16] attend,virtually
[15] register,attend
[14] presenting,#merklesummit21
[13] merkle,presenting
[12] #cx,request
[12] join,lvanzelm
[12] lvanzelm,chris

Top Word Pairs in Tweet in G10:
[6] #cx,event
[6] event,year
[6] interview,découvrez
[6] découvrez,relation
[6] relation,client
[6] client,mag
[6] mag,david
[6] david,gillaux
[6] gillaux,revient
[6] revient,ambitions

Top Replied-To
Top Replied-To in Entire Graph:
@google
@jtwatkin
@microsoftteams
@mylessuer
@nick_e_delis
@segundamanomx
@adpeake
@vzwsupport
@padday
@sueduris

Top Replied-To in G1:
@jtwatkin
@padday
@sueduris
@gartner
@alantrefler
@globaldenton
@jeanniecw
@nicochan33
@gbkcollective
@ravidugh

Top Replied-To in G3:
@google
@nick_e_delis
@ai_miami
@ujetcx
@qualtrics
@forrester
@avant_ccc
@dynamicyield
@egain
@twilio

Top Replied-To in G4:
@sapphirenow
@mvollmer1
@dgingiss
@otsumoe
@alkayalwajdi

Top Replied-To in G5:
@mylessuer
@retailgeek
@mpd
@enricomolinari
@_kenleblanc
@tasso
@panerabread
@hsbc
@microsoftteams

Top Replied-To in G6:
@efipm

Top Mentioned
Top Mentioned in Entire Graph:
@fire_star_news
@threatpost
@wajdialkayal
@alkayal_wajdi
@ingliguori
@alkayalwajdi
@wmktech
@kirkdborne
@mozouine
@dzoneinc

Top Mentioned in G1:
@ingliguori
@nicochan33
@enricomolinari
@yuhelenyu
@jblefevre60
@curieuxexplorer
@hyken
@statistacharts
@andi_staub
@labordeolivier

Top Mentioned in G2:
@cartisien
@amdocscala
@viewn
@esadvisorysvcs
@tcs_digital
@ifr_group
@knowmaxai
@callcenterhost

Top Mentioned in G3:
@karlsmithcio
@five9
@userexperienceu
@8x8
@five9_emea
@babble_cloud
@cxtodaynews
@majesticwine
@google
@cmswire

Top Mentioned in G4:
@fire_star_news
@threatpost
@wajdialkayal
@alkayal_wajdi
@alkayalwajdi
@wmktech
@mozouine
@dzoneinc
@marinebonduell1
@wajdialkayal1

Top Mentioned in G5:
@locobuzzindia
@mckinsey
@kirkdborne
@wswmuc
@userexperienceu
@chidambara09
@ingliguori
@fiercetelecom
@infobip
@arabianbusiness

Top Mentioned in G6:
@sap_cx
@sap
@kirkdborne
@jesus_hoyos
@sapphirenow
@deniseleeyohn
@efipm
@cbsbusyqueenbee
@sapcommerce
@dgingiss

Top Mentioned in G7:
@oraclecx
@redbullracing
@oraclemarketing
@jwartgow
@forbes
@bccongress
@traitify
@katiemartell
@chickfoxgrover
@4as

Top Mentioned in G8:
@antgrasso
@andrewincontact
@ingliguori
@catherineadenle
@jonathan_aufray
@startgrowthhack
@kearney
@raconteur
@kirkdborne
@afourtech

Top Mentioned in G9:
@merkle
@glengilmore
@lvanzelm
@nbcuniversal
@michaeljmclaren
@awscloud
@nicolas2pinto
@davidjmaireles
@transamerica
@bcg

Top Mentioned in G10:
@genesys
@relationcltmag
@tscdigitalfr
@sitelfrance
@chbeauvallet
@innso_software
@learningtribes
@eulerhermes
@hfsresearch
@site

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@jornalistavitor
@sectest9
@americanair
@vzwsupport
@paoloigna1
@cybersec_feeds
@chidambara09
@o2
@yoshiki7111

Top Tweeters in G1:
@sectest9
@paoloigna1
@edjlazar
@cybersecurityn8
@lorimoreno
@lelkan
@machinelearnflx
@bot_innovation
@trippbraden
@nicochan33

Top Tweeters in G2:
@cas_2050001283
@yoshiki7111
@intensive911
@markhillary
@joseph_santoro
@gigibeltrame
@biznessreporter
@mercymkushi
@jdmvipcom
@peterkeates

Top Tweeters in G3:
@united
@delta
@evankirstel
@jilliemary
@ssscoop475
@rosatrunk
@viralvideovlogs
@ramikantari
@artificialbra1n
@beatricelacy

Top Tweeters in G4:
@cybersec_feeds
@femtech_
@xaelbot
@aaroncuddeback
@codedailybot
@codernotesbot
@thedeveloperbot
@friday_js_bot
@andrewmorrisuk
@calcaware

Top Tweeters in G5:
@chidambara09
@walmart
@jfsebastian146
@mrtallerjerry
@wallybock
@greentechdon
@opensource_orgs
@charlyaztec
@iottogether
@mabakhan

Top Tweeters in G6:
@enriquen
@ccprakay
@leimer
@daviddoughty
@rachelloumiller
@thebodyshopuk
@jp_santillan
@capgemini
@ggheorghiu
@bhilai

Top Tweeters in G7:
@nytimes
@inc
@forbes
@b2community
@jeffreyawillia4
@yahoo
@keithkeller
@smallbiztrends
@marketingweeked
@kdhungerford

Top Tweeters in G8:
@rwang0
@smoothsale
@7wdata
@madalynsklar
@anshsharma
@jonathan_aufray
@taizun_tapia
@startgrowthhack
@abhibisht89
@ahier

Top Tweeters in G9:
@lner
@lesechos
@jeandoobs
@gonzo_30531
@ricardo_ik_ahau
@stanleyepstein
@wef
@mench90
@manifattura40
@robinheed

Top Tweeters in G10:
@orangebusiness
@carahsoft
@networkingplus
@genesys
@pledgenepal
@hfsresearch
@microsoft
@globalntt
@cchatellier
@jabrabusiness


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