#cx, Twitter, 6/9/2021 5:52:30 PM, 256513


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#cx_2021-06-06_16-54-40.xlsx
#cx_2021-06-06_16-54-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 09, 2021
Short Description:
#cx via NodeXL https://bit.ly/358FzJ2
@enricomolinari
@godfrey_g_
@chidambara09
@balaji_sandiego
@andrewincontact
@spirosmargaris
@pyscalellc
@magazineawards
@anthonyrochand
@mvollmer1

Top hashtags:
#cx
#lowcode
#javascript
#nocode
#cybersecurity
#100daysofcode

Description:
Description
The graph represents a network of 3,614 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, 07 June 2021 at 00:03 UTC.

The requested start date was Sunday, 06 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 3-day, 17-hour, 54-minute period from Wednesday, 02 June 2021 at 05:50 UTC to Saturday, 05 June 2021 at 23:44 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 : 3614
Unique Edges : 4247
Edges With Duplicates : 12801
Total Edges : 17048
Number of Edge Types : 5
Retweet : 4842
MentionsInRetweet : 7575
Mentions : 2904
Tweet : 1605
Replies to : 122
Self-Loops : 1716
Reciprocated Vertex Pair Ratio : 0.0393478601661702
Reciprocated Edge Ratio : 0.0757164404223228
Connected Components : 772
Single-Vertex Connected Components : 513
Maximum Vertices in a Connected Component : 2280
Maximum Edges in a Connected Component : 15141
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.184207
Graph Density : 0.000507758752864855
Modularity : 0.322869
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,614 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, 07 June 2021 at 00:03 UTC.

The requested start date was Sunday, 06 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 3-day, 17-hour, 54-minute period from Wednesday, 02 June 2021 at 05:50 UTC to Saturday, 05 June 2021 at 23:44 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:
[197] https://www.wmk-it.net/shop/accelerated-devops-with-ai-ml-rpa-1622574335
[52] -
[37] https://reg.sapevents.sap.com/flow/sap/sapphirenow2021/portal/page/all-tracks?source=social-Global-SAP-TWITTER-MarketingCampaign-IntelligentEnterprise-unspecified-SAPPHIRENOW-spr-4846797751-ST3_Community_of_Experts&campaigncode=CRM-YD21-SOC-SANOW01
[34] https://threatpost.com/effective-adoption-of-sase-in-2021/166605/
[33] https://wmk-it.net/shop/accelerated-devops-with-ai-ml-rpa-1622574335
[28] https://www.datasciencecentral.com/profiles/blogs/how-artificial-intelligence-is-reshaping-small-businesses
[27] https://www.modelop.com/blog/how-to-keep-your-ai-ethical/
[26] https://s2.radio.co/s532f0345f/listen
[23] https://autome.me/how-to-deploy-digital-customer-experience-transformation-in-business/
[22] https://wmk-it.net/index.php

Top URLs in Tweet in G1:
[33] https://www.wmk-it.net/shop/accelerated-devops-with-ai-ml-rpa-1622574335
[27] https://www.modelop.com/blog/how-to-keep-your-ai-ethical/
[26] https://www.datasciencecentral.com/profiles/blogs/how-artificial-intelligence-is-reshaping-small-businesses
[19] https://reg.sapevents.sap.com/flow/sap/sapphirenow2021/portal/page/all-tracks?source=social-Global-SAP-TWITTER-MarketingCampaign-IntelligentEnterprise-unspecified-SAPPHIRENOW-spr-4846797751-ST3_Community_of_Experts&campaigncode=CRM-YD21-SOC-SANOW01
[17] https://www.everestgrp.com/2021-05-https-www-everestgrp-com-2021-05-the-future-of-digital-transformation-may-hinge-on-a-simpler-development-approach-low-code-blog-html-.html
[15] https://technative.io/conversational-ai-to-shape-future-customer-experiences/?utm_content=buffer3818b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://hbr.org/2021/06/inside-ikeas-digital-transformation
[10] https://reg.sapevents.sap.com/flow/sap/sapphirenow2021/portal/page/home?source=social-glo-influencer-cross
[10] https://blog.cktechconnect.com/how-to-perfectly-optimize-your-website-for-google/
[9] https://www.gartner.com/smarterwithgartner/2-megatrends-dominate-the-gartner-hype-cycle-for-artificial-intelligence-2020/?utm_medium=social&utm_source=twitter&utm_campaign=SM_GB_YOY_GTR_SOC_SF1_SM-SWG&utm_content=&sf241933643=1

Top URLs in Tweet in G2:
[26] https://s2.radio.co/s532f0345f/listen
[9] http://www.sapphirenow.com/cx
[6] https://www.the-future-of-commerce.com/2021/04/28/customer-service-strategy/
[6] https://enterprisersproject.com/article/2021/5/how-measure-customer-experience-3-tips
[6] https://www.sap.com/documents/2021/02/e8ed8e5e-d27d-0010-87a3-c30de2ffd8ff.html?campaigncode=CRM-HY21-DIP-MCUSGUI&source=social-glo-linkedIn-data-driven-cx
[4] https://bit.ly/3vMUZ1m
[4] https://tweetedtimes.com/v/8731?s=rgp
[4] https://www.martechalliance.com/events/anti-conference-online?utm_campaign=%23MarTechFest
[4] Dial
[3] https://www.servicexrg.com/how-much-should-you-charge-for-support/

Top URLs in Tweet in G3:
[12] https://www.theawardsmagazine.com/customer-experience-cx-influencers-2021/
[9] https://amandalinden.medium.com/what-is-the-role-of-an-a-i-designer-6943711046ec
[8] https://coruzant.com/analytics/how-to-keep-from-drowning-in-an-ocean-of-data/
[8] https://www.cmswire.com/customer-experience/how-customer-communities-improve-customer-experience/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=cm&utm_content=all-articles-rss
[8] https://softclouds.com/crm-trends.html
[8] https://nichecx.com/cx-west-africa-awards
[7] https://technative.io/how-ai-can-be-used-to-transform-customer-experience/
[7] https://beyondphilosophy.com/5-rules-for-managing-your-customer-experience-in-business-to-business-3/
[7] https://cx-journey.com/2021/06/restoring-customer-confidence.html
[7] https://zcu.io/45gQ

Top URLs in Tweet in G4:
[164] https://www.wmk-it.net/shop/accelerated-devops-with-ai-ml-rpa-1622574335
[32] https://threatpost.com/effective-adoption-of-sase-in-2021/166605/
[26] https://wmk-it.net/shop/accelerated-devops-with-ai-ml-rpa-1622574335
[20] https://www.eurekalert.org/pub_releases/2021-05/kift-ss-052521.php
[18] https://reg.sapevents.sap.com/flow/sap/sapphirenow2021/portal/page/all-tracks?source=social-Global-SAP-TWITTER-MarketingCampaign-IntelligentEnterprise-unspecified-SAPPHIRENOW-spr-4846797751-ST3_Community_of_Experts&campaigncode=CRM-YD21-SOC-SANOW01
[18] https://wmk-it.net/index.php
[17] https://www.globalbankingandfinance.com/creating-video-content-marketing/
[16] https://ift.tt/2SNHVu6
[14] https://dzone.com/articles/azure-synapse-analytics-new-insights-into-data-sec
[14] https://ift.tt/3i43Ho6

Top URLs in Tweet in G5:
[4] https://www.cmswire.com/customer-experience/customer-journey-moments-that-matter-3-key-investment-areas/
[3] https://www.prnewswire.com/news-releases/sas-ai-powered-chatbot-boosts-fraud-victim-support-301293017.html
[2] https://www.cmswire.com/customer-experience/4-self-service-trends-that-are-changing-customer-service/
[2] https://www.targetgroup.com/latest-thinking/articles/child-trust-fund-servicing-for-generation-z-and-beyond
[2] https://www.targetgroup.com/latest-thinking/articles/does-the-digital-revolution-pose-a-threat-to-vulnerable-customers
[2] https://www.pointillist.com/blog/behavioral-segmentation/?utm_source=twitter&utm_medium=social&utm_campaign=blog&utm_content=behavioral-segmentation
[1] https://www.sitel.com/webinars/optimizing-cx-delivery-for-a-digital-first-world/?utm_campaign=HFSWebinar&utm_content=168799561&utm_medium=social&utm_source=twitter&hss_channel=tw-48448780
[1] https://bit.ly/2PFm4DN?utm_content=168734083&utm_medium=social&utm_source=twitter&hss_channel=tw-48448780
[1] https://sitel.group/cco?utm_content=168797523&utm_medium=social&utm_source=twitter&hss_channel=tw-48448780
[1] https://www.sitel.com/blog/live-chat-and-messaging-should-be-part-of-your-customer-service-strategy/?utm_campaign=BrandAwareness&utm_content=168800002&utm_medium=social&utm_source=twitter&hss_channel=tw-48448780

Top URLs in Tweet in G6:
[7] https://www.mycustomer.com/marketing/data/sentiment-analytics-vs-emotion-analytics-comparing-and-contrasting-their-customer?platform=hootsuite
[4] https://www.mycustomer.com/marketing/strategy/why-its-time-to-rethink-gender-for-more-inclusive-customer-experiences
[2] https://www.youtube.com/channel/UCSyWfrGUdmzk0rkTK5-j1Mg
[2] https://www.mycustomer.com/customer-experience/loyalty/six-ways-to-prove-b2b-cx-programmes-are-delivering-value
[2] https://cxbuzz.com/interviews/ricardo-saltz-gulko-co-founder-of-the-european-customer-experience-organization-ecxo/
[2] https://www.eglobalis.com/how-complexities-prevent-and-improve-employee-and-customer-experience/
[2] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2021/05/25/steps-to-innovate-customer-experience-for-mutual-value/
[2] https://www.mycustomer.com/customer-experience/engagement/why-managing-customer-journeys-is-a-mistake?platform=hootsuite
[2] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=&eventid=3132160&sessionid=1&key=D253EEF4FEF726593C6A7B9C95CCD59C®Tag=&V2=false&sourcepage=register
[2] https://www.mycustomer.com/customer-experience/engagement/what-would-you-say-if-asked-is-customer-experience-worth-it?platform=hootsuite

Top URLs in Tweet in G7:
[3] https://www.zendesk.com/campaign/zendesk-roadshow-2021-ee-en/?utm_source=PIKO&utm_medium=Display&utm_campaign=DM_PIKO_EM_EMEAOE_EN_N_Sup_Pro_eDM-VendorList--_T2_A_R_2021Q2&utm_term=eDM&utm_content=Webinar_21Q2Campaign_Banner1/
[3] https://www.cmswire.com/information-management/why-companies-are-investing-in-natural-language-processing/
[2] https://sproutsocial.com/insights/guides/social-messaging-customer-experience
[2] https://appfollow.io/webinar/digital-tipping-point-leading-in-a-digital-first-cx-world-webinar-with-miro-and-zendesk?utm_source=social
[1] https://whatsnext.nuance.com/enterprise/news-from-f8-refresh-were-integrating-messenger-api-support-for-instagram/?cid=7016T000002LGeeQAG&utm_campaign=XXX-SO-FY21-Global_Organic_Social_Sprout_Bambu&utm_medium=Social%252520Media&utm_source=linkedin
[1] https://bit.ly/3p8vdlU
[1] https://whatsnext.nuance.com/enterprise/how-ai-powered-chatbots-create-rewarding-cx-journeys/?cid=7016T000002LGeeQAG&utm_campaign=XXX-SO-FY21-Global_Organic_Social_Sprout_Bambu&utm_medium=Social%252520Media&utm_source=linkedin
[1] https://sproutsocial.com/insights/social-media-comments/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+SproutInsights+%28Sprout+Insights%29
[1] https://futurumresearch.com/research-reports/how-ai-price-optimization-can-play-a-significant-role-in-both-business-growth-and-customer-experience/
[1] https://futurumresearch.com/research-reports/customer-experience-is-everything-platform-strategy-is-key/?utm_source=rss&utm_medium=rss&utm_campaign=customer-experience-is-everything-platform-strategy-is-key

Top URLs in Tweet in G8:
[3] https://research.nelson-hall.com/sourcing-expertise/customer-experience-services/?avpage-views=article&id=81503&fv=1
[2] https://opentalklive.talkdesk.com/?utm_source=twitter&utm_medium=Organic-Social&utm_campaign=FE-2021-06-15-Virtual-Opentalk
[2] https://twitter.com/NHInsight/status/1400457383642423308
[2] https://webhelp.com/news/webhelp-keeps-growing-with-the-opening-of-new-offices-in-malaga/
[2] https://investors.ibex.co/news-releases/news-release-details/ibex-and-wixcorp-announce-strategic-partnership-digitally
[2] https://acquirebpo.com/blog/acq-acquire-bpo-expands-operations-further-in-australia/
[1] https://www.linkedin.com/slink?code=dEpav9k
[1] https://reg.sapevents.sap.com/flow/sap/sapphirenow2021/portal/page/track-customer-experience
[1] https://www.quadient.com/resources/cxictionary-0?utm_source=twitter&utm_medium=social&utm_campaign=o-gl-en-g-cxm-cxm_jargon&sfdc_cxm_campaign_id=7013k000001SebCAAS
[1] https://www.quadient.com/blog/transform-cx-reframing-customer-communications-your-customers-pov?utm_source=twitter&utm_medium=social&utm_campaign=o-gl-en-g-cxm-reframing_customer_communication&utm_term=blog

Top URLs in Tweet in G9:
[2] https://www.linkedin.com/slink?code=e7Bgd-z
[1] https://dy.si/hfJz3
[1] https://bit.ly/3fHKib1
[1] https://dy.si/oSqdf6
[1] https://bit.ly/3cdRJEz
[1] https://dy.si/R1wpL
[1] https://dy.si/9ZqZi
[1] https://bit.ly/3pgaj4n
[1] https://bit.ly/3yZf46C
[1] https://bit.ly/3fOl3ny

Top URLs in Tweet in G10:
[3] http://www.bain.com/publications/articles/tom-springer-the-future-of-feedback-video.aspx
[2] https://www.forbes.com/sites/blakemorgan/2021/06/01/lessons-from-10-customer-focused-leaders/
[2] https://www.bcg.com/publications/2020/customer-journey-programs-hard-get-right
[2] https://www.paycompliment.com/
[2] https://www.reuters.com/breakingviews/tesla-disrupted-by-traditional-mechanics-2021-06-04/
[1] https://www.blakemichellemorgan.com/podcast/how-kate-johnson-leads-change-at-microsoft/
[1] https://www.linkedin.com/pulse/how-kate-johnson-leads-change-microsoft-blake-morgan/
[1] https://hbr.org/2017/06/ai-can-comb-through-your-data-to-create-more-compelling-customer-experiences
[1] https://www.bcg.com/publications/2019/transform-customer-journeys-scale-transform-business
[1] https://www.loyalty360.org/content-gallery/daily-news/canadian-red-cross-maps-out-omnichannel-donor-jour

Top Domains
Top Domains in Tweet in Entire Graph:
[284] wmk-it.net
[278] bit.ly
[123] dy.si
[107] okt.to
[103] twitter.com
[88] sap.com
[70] linkedin.com
[61] socxo.net
[60] ift.tt
[54] threatpost.com

Top Domains in Tweet in G1:
[44] wmk-it.net
[43] sap.com
[35] datasciencecentral.com
[28] karlsmith.info
[27] modelop.com
[25] technative.io
[24] paradigm-interactions.com
[20] okt.to
[17] everestgrp.com
[17] asksid.ai

Top Domains in Tweet in G2:
[77] bit.ly
[36] okt.to
[35] dy.si
[26] radio.co
[20] twitter.com
[15] youtube.com
[15] buff.ly
[11] linkedin.com
[11] sap.com
[10] lnkd.in

Top Domains in Tweet in G3:
[31] bit.ly
[18] dy.si
[17] medium.com
[17] forbes.com
[16] twitter.com
[15] t.ly
[14] coruzant.com
[14] linkedin.com
[14] theawardsmagazine.com
[12] softclouds.com

Top Domains in Tweet in G4:
[240] wmk-it.net
[56] ift.tt
[54] socxo.net
[51] threatpost.com
[20] eurekalert.org
[18] sap.com
[18] twitter.com
[17] globalbankingandfinance.com
[14] dzone.com
[12] blogspot.com

Top Domains in Tweet in G5:
[20] dy.si
[14] cmswire.com
[8] bit.ly
[4] twitter.com
[4] targetgroup.com
[4] agilitypr.com
[3] sitel.com
[3] prnewswire.com
[3] thefinancialbrand.com
[2] pointillist.com

Top Domains in Tweet in G6:
[22] okt.to
[21] mycustomer.com
[15] postbeyond.com
[6] dy.si
[4] customerthink.com
[4] bit.ly
[4] engati.com
[3] blogspot.com
[3] youtube.com
[3] linkedin.com

Top Domains in Tweet in G7:
[16] smh.re
[4] zendesk.com
[3] sproutsocial.com
[3] cmswire.com
[2] nuance.com
[2] bit.ly
[2] futurumresearch.com
[2] destinationcrm.com
[2] appfollow.io
[1] mckinsey.com

Top Domains in Tweet in G8:
[5] nelson-hall.com
[3] twitter.com
[2] talkdesk.com
[2] quadient.com
[2] webhelp.com
[2] ibex.co
[2] acquirebpo.com
[2] bit.ly
[1] linkedin.com
[1] sap.com

Top Domains in Tweet in G9:
[23] bit.ly
[4] dy.si
[2] linkedin.com
[1] oracle.com

Top Domains in Tweet in G10:
[4] forbes.com
[3] bcg.com
[3] bain.com
[3] dy.si
[2] paycompliment.com
[2] twitter.com
[2] reuters.com
[1] blakemichellemorgan.com
[1] linkedin.com
[1] hbr.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4080] cx
[2180] lowcode
[2117] javascript
[2085] nocode
[1953] cybersecurity
[1685] 100daysofcode
[1438] nodejs
[1338] github
[1056] ai
[666] customerexperience



Top Hashtags in Tweet in G1:
[668] cx
[546] ai
[357] lowcode
[341] nocode
[334] javascript
[305] cybersecurity
[270] 100daysofcode
[225] nodejs
[211] github
[199] ux

Top Hashtags in Tweet in G2:
[694] cx
[152] customerexperience
[85] sapphirenow
[42] customerservice
[41] ux
[37] contactcenter
[29] marketing
[26] crm
[24] ai
[21] ecommerce

Top Hashtags in Tweet in G3:
[547] cx
[181] customerexperience
[78] ai
[77] digitaltransformation
[37] custserv
[31] ux
[29] bigdata
[27] fintech
[26] marketing
[23] iot

Top Hashtags in Tweet in G4:
[1817] lowcode
[1772] javascript
[1738] nocode
[1639] cybersecurity
[1405] 100daysofcode
[1211] nodejs
[1124] github
[625] cx
[553] hclswlobp
[463] codenewbie

Top Hashtags in Tweet in G5:
[81] cx
[17] marketing
[13] customerexperience
[12] ai
[11] ux
[9] digital
[6] genz
[6] finserv
[6] banking
[4] digitaltransformation

Top Hashtags in Tweet in G6:
[114] cx
[23] custexp
[18] customerexperience
[14] custserv
[10] crm
[8] sapphirenow
[7] ai
[5] customerservice
[5] experiencedesign
[5] crmkonvos

Top Hashtags in Tweet in G7:
[43] cx
[14] ai
[8] ml
[7] cxmoment
[4] nlp
[4] innovation
[3] fintech
[3] webinar
[2] whatsnext
[2] whitepaper

Top Hashtags in Tweet in G8:
[42] cx
[14] cxservices
[5] nelsonhall
[4] customers
[4] customerexperience
[4] bfsi
[3] neat
[3] malaga
[2] opentalk
[2] sap

Top Hashtags in Tweet in G9:
[47] cx
[25] oftenimitated
[24] podcast
[11] cmo
[3] ux
[2] sapphirenow
[1] finance
[1] sap
[1] ai
[1] ml

Top Hashtags in Tweet in G10:
[35] cx
[10] customerexperience
[6] leadership
[6] analytics
[6] retail
[5] ai
[5] martech
[4] digitaltransformation
[4] artificialintelligence
[4] retailtech

Top Words
Top Words in Tweet in Entire Graph:
[4102] #cx
[2345] ø
[2212] #lowcode
[2132] #javascript
[2103] #nocode
[1927] #cybersecurity
[1684] ù
[1647] #100daysofcode
[1373] #nodejs
[1292] #github

Top Words in Tweet in G1:
[673] #cx
[540] #ai
[362] #lowcode
[344] #nocode
[337] #javascript
[300] #cybersecurity
[263] #100daysofcode
[217] #nodejs
[198] #ux
[197] #github

Top Words in Tweet in G2:
[693] #cx
[219] customer
[152] #customerexperience
[119] experience
[94] cx
[94] more
[85] customers
[85] #sapphirenow
[65] join
[63] gt

Top Words in Tweet in G3:
[547] #cx
[217] customer
[180] #customerexperience
[100] experience
[96] cx
[81] business
[80] customers
[78] #ai
[76] #digitaltransformation
[52] more

Top Words in Tweet in G4:
[1844] #lowcode
[1784] #javascript
[1753] #nocode
[1619] #cybersecurity
[1374] #100daysofcode
[1154] #nodejs
[1092] #github
[652] #cx
[570] #hclswlobp
[463] #codenewbie

Top Words in Tweet in G5:
[81] #cx
[45] customer
[27] cmswire
[17] #marketing
[16] use
[14] cx
[13] #customerexperience
[13] isg_news
[13] power
[12] #ai

Top Words in Tweet in G6:
[114] #cx
[56] customer
[23] #custexp
[22] experience
[18] #customerexperience
[18] cx
[17] customers
[14] #custserv
[14] value
[14] analytics

Top Words in Tweet in G7:
[43] #cx
[30] zendesk
[17] customer
[16] messaging
[16] join
[14] #ai
[14] yext
[12] june
[12] futurumresearch
[11] service

Top Words in Tweet in G8:
[42] #cx
[14] talkdesk
[14] #cxservices
[13] nhinsight
[11] join
[10] technology
[9] concentrix
[9] ivank_nh
[8] services
[8] solution

Top Words in Tweet in G9:
[47] #cx
[35] redbullracing
[35] shares
[25] oliver
[25] hughes
[25] episode
[25] #oftenimitated
[24] cmo
[24] #podcast
[22] never

Top Words in Tweet in G10:
[35] #cx
[15] customer
[10] ceo
[10] #customerexperience
[7] future
[7] more
[7] walmart
[6] #leadership
[6] #analytics
[6] #retail

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1368] #lowcode,#nocode
[1359] #100daysofcode,#javascript
[1285] #nocode,#100daysofcode
[964] ø,ø
[878] ø,ù
[802] ù,ø
[656] #nodejs,#github
[630] #javascript,#github
[576] #javascript,#nodejs
[563] #github,#nodejs

Top Word Pairs in Tweet in G1:
[237] #lowcode,#nocode
[228] #100daysofcode,#javascript
[221] #nocode,#100daysofcode
[105] #nodejs,#github
[94] #javascript,#cybersecurity
[93] #javascript,#nodejs
[92] #javascript,#github
[92] #github,#codenewbie
[82] #ux,#cx
[82] #github,#nodejs

Top Word Pairs in Tweet in G2:
[87] customer,experience
[50] #customerexperience,#cx
[47] track,#sapphirenow
[41] register,today
[35] #sapphirenow,#cx
[32] #cx,#customerexperience
[32] #sapphirenow,2021
[28] gt,gt
[28] bob,stutz
[28] stutz,kicks

Top Word Pairs in Tweet in G3:
[56] customer,experience
[49] #customerexperience,#cx
[45] #cx,#customerexperience
[40] west,africa
[38] cx,west
[33] #cx,#digitaltransformation
[26] customer,service
[24] africa,awards
[23] meet,judge
[23] judge,cx

Top Word Pairs in Tweet in G4:
[1131] #100daysofcode,#javascript
[1130] #lowcode,#nocode
[1064] #nocode,#100daysofcode
[551] #nodejs,#github
[535] #javascript,#github
[483] #javascript,#nodejs
[479] #github,#nodejs
[449] #javascript,#cybersecurity
[431] #github,#codenewbie
[422] #hclswlobp,#nocode

Top Word Pairs in Tweet in G5:
[9] easy,use
[8] #cx,#ux
[8] self,service
[7] article,jmmoran12
[7] effective,customer
[7] customer,self
[7] service,provides
[7] provides,effortless
[7] effortless,#cx
[7] #ux,intuitive

Top Word Pairs in Tweet in G6:
[17] customer,experience
[13] #custexp,#cx
[9] #cx,#custserv
[9] customer,journeys
[9] #custserv,#custexp
[7] #cx,#customerexperience
[7] sentiment,analytics
[7] analytics,vs
[7] vs,emotion
[7] emotion,analytics

Top Word Pairs in Tweet in G7:
[12] join,zendesk
[8] transform,customer
[8] messaging,big
[8] big,part
[8] part,#cx
[8] #cx,future
[8] future,need
[8] need,crystal
[8] crystal,ball
[8] ball,see

Top Word Pairs in Tweet in G8:
[9] #cx,#cxservices
[6] join,rob
[6] rob,peterson
[6] peterson,head
[6] head,#cx
[6] #cx,strategy
[6] strategy,talkdesk
[6] talkdesk,pulls
[6] pulls,back
[6] back,curtain

Top Word Pairs in Tweet in G9:
[34] redbullracing,shares
[25] oliver,hughes
[25] episode,#oftenimitated
[24] hughes,cmo
[24] cmo,redbullracing
[24] #oftenimitated,#cx
[23] #cx,#podcast
[20] speed,past
[20] past,competition
[20] competition,doing

Top Word Pairs in Tweet in G10:
[4] #martech,#cx
[3] #cx,#cem
[3] customer,journey
[3] bain,future
[3] feedback,video
[3] video,#analytics
[3] #analytics,#martech
[3] #cx,#analytics
[3] #ai,#retail
[3] #datascience,#dataanalytics

Top Replied-To
Top Replied-To in Entire Graph:
@iain_d_fisher
@sketchhelp
@cxtodaynews
@econsultancy
@wmktech
@anthonyrochand
@islandgrown11
@kdawsonvr
@sojyoo
@midudev

Top Replied-To in G1:
@cxtodaynews
@pega
@chrstnklein
@thinkers360
@wsj
@gerald_bader
@labordeolivier
@five9_emea
@sameerpatel

Top Replied-To in G2:
@rundeck

Top Replied-To in G3:
@hyken
@practicalcx
@jtwatkin
@jennysuedempsey
@murphyjfraser
@apple
@dennis_geelen
@cswhisperer
@chadtev
@stephaniethum

Top Replied-To in G4:
@wmktech
@crockpics
@sojyoo
@islandgrown11
@davidgokhshtein
@midudev
@disclosetv
@anthonyrochand

Top Replied-To in G5:
@iain_d_fisher

Top Replied-To in G6:
@hubspot

Top Replied-To in G7:
@renatobeninatto
@touchpoint_one

Top Replied-To in G8:
@majorel_global

Top Replied-To in G9:
@sketchhelp

Top Replied-To in G10:
@katejohnson_ms
@gartner
@tesla

Top Mentioned
Top Mentioned in Entire Graph:
@wajdialkayal
@alkayal_wajdi
@fire_star_news
@threatpost
@pauljmason
@wmktech
@miriamasensi
@alkayalwajdi
@marinebonduell1
@mozouine

Top Mentioned in G1:
@kirkdborne
@mckinsey
@andrewincontact
@wajdialkayal
@alkayal_wajdi
@_asksid
@ingliguori
@ronald_vanloon
@sap
@enricomolinari

Top Mentioned in G2:
@trsocialselling
@cxinfinity1
@metkennisvannu
@ariegoldshlager
@getjenny
@parcelforum
@jmservca

Top Mentioned in G3:
@stephaniethum
@hyken
@forbes
@balaji_sandiego
@digitalfawad
@drjdrooghaag
@oraclecx
@smartercx
@spirosmargaris
@fogle_shane

Top Mentioned in G4:
@wajdialkayal
@alkayal_wajdi
@fire_star_news
@threatpost
@pauljmason
@wmktech
@miriamasensi
@alkayalwajdi
@marinebonduell1
@mozouine

Top Mentioned in G5:
@cmswire
@sassoftware
@isg_news
@jmmoran12
@waynaldo82
@khoros
@cxbuzz1
@financialbrand
@targetgroupltd
@kirkdborne

Top Mentioned in G6:
@mycustomer
@ricardosgulko
@customerthink
@twieberneit
@enghouseinterac
@getengati
@scottrussell99
@theiet
@engagecustomer
@sugarcrm

Top Mentioned in G7:
@zendesk
@futurumresearch
@sproutsocial
@danielnewmanuv
@yext
@druadh20
@nuanceinc
@kikkik
@whatsapp
@theloopsai

Top Mentioned in G8:
@nhinsight
@concentrix
@ivank_nh
@talkdesk
@cnxpresident
@gwfm5
@webhelpspain
@webhelp_fr
@wnsholdings
@officialalorica

Top Mentioned in G9:
@redbullracing
@jsayloriii
@spotify
@oraclecx
@sketch
@spotifycares
@efipm
@betamoroney
@albertogaruccio

Top Mentioned in G10:
@amazon
@walmart
@google
@bcg
@msretail
@marketbuildr
@shopify
@retaildive
@microsoft
@wixanswers

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@amazonhelp
@americanair
@sectest9
@easy_branches
@paoloigna1
@spotifycares
@cybersec_feeds
@chidambara09
@applesupport

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@evankirstel
@bexxmodd
@cybersecurityn8
@fintechna
@ssxman2
@artificialbra1n
@machinelearnflx
@trippbraden

Top Tweeters in G2:
@cas_2050001283
@jamesvgingerich
@intensive911
@kitakazekurumi
@cyclismactu
@mercadosnws
@kitson
@mercymkushi
@3asyg33
@victorvquijano

Top Tweeters in G3:
@chidambara09
@applesupport
@lelkan
@clarincom
@marshacollier
@akwyz
@gvalan
@themrblueprint
@forbes
@thomaspower

Top Tweeters in G4:
@femtech_
@xaelbot
@aaroncuddeback
@codedailybot
@codernotesbot
@thedeveloperbot
@andrewmorrisuk
@friday_js_bot
@calcaware
@discovertech3

Top Tweeters in G5:
@dataaugmented
@davidvorpe65
@entrepreneur
@techrepublic
@joseph_santoro
@grjenkin
@cmswire
@bulldogreporter
@mindcharity
@bobehayes

Top Tweeters in G6:
@inc
@dellcares
@virginatlantic
@nealschaffer
@jeffsheehan
@biznessreporter
@mentalhealthbo5
@hubspot
@dell
@grahamhill

Top Tweeters in G7:
@johnlusher
@slackhq
@shellykramer
@carter_embrey
@mistygirlph
@yourstoryco
@danielnewmanuv
@sproutsocial
@wix
@martymcpadden

Top Tweeters in G8:
@sudeepkhatri
@billybadbirrd
@teleperformance
@nhinsight
@tech_mahindra
@genpact
@nttdataservices
@ivan
@tcs
@talkdesk

Top Tweeters in G9:
@spotifycares
@stevewal63
@alvinfoo
@jezkemp
@guzmand
@johanlouwers
@sketch
@spotify
@efipm
@redbullracing

Top Tweeters in G10:
@southwestair
@reuters
@walmart
@starbucks
@lowes
@google
@virgin
@anjahoffmann
@bestbuy
@blakemichellem


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