#cx, Twitter, 6/21/2021 12:24:02 AM, 257326


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#cx_2021-06-20_16-58-09.xlsx
#cx_2021-06-20_16-58-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2021
Short Description:
#cx via NodeXL https://bit.ly/3cUnMK2
@chidambara09
@andrewincontact
@hyken
@oraclecx
@kirkdborne
@pythonexpertbot
@cxtodaynews
@softclouds
@mvollmer1
@enricomolinari

Top hashtags:
#cx
#ai
#cybersecurity
#customerexperience
#javascript
#github
#datascience

Description:
Description
The graph represents a network of 4,101 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, 21 June 2021 at 00:07 UTC.

The requested start date was Sunday, 20 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, 11-hour, 16-minute period from Tuesday, 15 June 2021 at 12:44 UTC to Sunday, 20 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 : 4101
Unique Edges : 4661
Edges With Duplicates : 10495
Total Edges : 15156
Number of Edge Types : 5
Mentions : 3860
Replies to : 112
Retweet : 3686
MentionsInRetweet : 5574
Tweet : 1924
Self-Loops : 2015
Reciprocated Vertex Pair Ratio : 0.0491212257773772
Reciprocated Edge Ratio : 0.0936426116838488
Connected Components : 852
Single-Vertex Connected Components : 527
Maximum Vertices in a Connected Component : 2601
Maximum Edges in a Connected Component : 12796
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.903286
Graph Density : 0.000415365675236855
Modularity : 0.394992
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,101 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, 21 June 2021 at 00:07 UTC.

The requested start date was Sunday, 20 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, 11-hour, 16-minute period from Tuesday, 15 June 2021 at 12:44 UTC to Sunday, 20 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:
[159] -
[56] https://threatpost.com/sase-zero-trust-the-dream-team/166880/
[56] https://dy.si/wQpyV
[48] https://threatpost.com/ikea-fined-spying-system/166991/
[35] https://s2.radio.co/s532f0345f/listen
[33] blog
[33] 2021
[32] June
[32] external
[28] https://threatpost.com/ransomware-victims-dont-pay-up/166989/

Top URLs in Tweet in G1:
[128] -
[32] blog
[32] June
[32] 2021
[32] external
[24] of
[19] https://www.analyticsinsight.net/top-50-use-cases-of-artificial-intelligence-in-diverse-sectors/?utm_content=bufferc360c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[18] The
[18] Contact
[18] Center

Top URLs in Tweet in G2:
[35] https://s2.radio.co/s532f0345f/listen
[12] https://www.cmswire.com/customer-experience/4-ways-to-improve-your-customer-effort-score/
[8] https://www.martechalliance.com/events/anti-conference-online?utm_campaign=%23MarTechFest
[8] Dial
[5] https://www.amazon.com/-/es/Victor-Quijano-Portilla/dp/B08RR9SDZH/ref=tmm_pap_swatch_0?_encoding=UTF8&qid=1610140351&sr=1-1
[5] https://www.cgsinc.com/blog/how-to-reduce-risks-with-business-process-outsourcing
[3] https://www.youtube.com/watch?v=a0mgK_oH1Qo&feature=youtu.be

[3] https://www.destinationcrm.com/Articles/Web-Exclusives/Viewpoints/How-AI-Is-Reimagining-the-Customer-Experience-146990.aspx
[3] -
[3] https://www.martechalliance.com/events/webinar/blueshift/driving-customer-engagement-in-a-distracted-world/?utm_campaign=MarTech

Top URLs in Tweet in G3:
[53] https://threatpost.com/sase-zero-trust-the-dream-team/166880/
[49] https://dy.si/wQpyV
[47] https://threatpost.com/ikea-fined-spying-system/166991/
[28] https://threatpost.com/ransomware-victims-dont-pay-up/166989/
[24] https://octalysisgroup.com/big-gamification-in-a-big-data-world/
[23] https://dzone.com/articles/web-barcode-reader-using-b4x
[23] https://www.linkedin.com/posts/pinakilaskar_agi-ai-uxdesign-activity-6811862831261204480-Rh9i
[20] https://threatpost.com/carnival-cruise-cyberattack/167065/
[20] https://www.hollywoodreporter.com/news/general-news/kim-cattrall-space-nasa-1234970608/#utm_medium=social&utm_source=twitter&utm_campaign=social_bar&utm_content=bottom_amp&utm_id=1234970608
[17] https://dzone.com/articles/setup-activemq-artemis-on-windows

Top URLs in Tweet in G4:
[11] 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
[8] http://customerservicedaily.com
[6] https://t.ly/PDeE
[5] https://www.youtube.com/channel/UCSyWfrGUdmzk0rkTK5-j1Mg
[4] https://www.mycustomer.com/customer-experience/engagement/what-would-you-say-if-asked-is-customer-experience-worth-it?platform=hootsuite
[4] https://twitter.com/stephaniethum/status/1405155702021136388
[4] https://t.ly/Z9OI
[4] https://www.constellationr.com/research/b2b-relationship-selling-virtual-age
[3] https://hyken.com/online-store/ill-be-back/?utm_content=buffer1657b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.zendesk.com/blog/customer-feedback-hear-voice-customer/?utm_source=Twitter&utm_medium=OrganicSocial&utm_campaign=OS_TWT_AM_US_EN_A_All_AW_FAN-customer-feedback-Blog-All-NonBoosted-TWfollowers--NoEX_T3_A_H&utm_term=&utm_content=Blog__

Top URLs in Tweet in G5:
[27] -
[26] Customer
[6] https://www.information-age.com/how-ai-transforming-enterprise-operations-customer-experience-123493731/
[6] https://pod.co/science-of-cx/sydney-wong-hidden-gems-of-successful-entrepreneurship
[4] https://www.forbes.com/sites/forbestechcouncil/2021/02/10/how-ai-helps-create-the-adaptive-customer-service-response-2021-needs/?sh=4a70b9192b57
[4] https://runway.airkit.com/20210624-Webinar-ProductDemo-HowtoIncreaseRevenuewithPCICompliantPayments_Reg.html?utm_source=twitter&utm_medium=organic-social
[3] https://vimeo.com/8x8inc/download/560662144/841aa553ea
[3] https://www.callcentrehelper.com/ai-customer-service-178701.htm
[2] https://keithdawson.ventanaresearch.com/the-2021-market-agenda-for-customer-experience-achieving-excellence-in-engagement?utm_campaign=2021
[2] Market

Top URLs in Tweet in G6:
[4] https://www.zdnet.com/article/business-benefits-of-modernizing-applications-to-improve-customer-experience/
[3] https://thesixfivesummit.com/session/a-conversation-with-oracles-rob-tarkoff/
[3] https://www.pscp.tv/w/c5jwYDFXTEtSQWxYcE16UWJ8MWxQS3FYTFpWcUF4YpbH5IAaNQ3N1wtN5TjlKJE_4jXjXiw_Nc9X-cqaicmj
[2] https://www.treasuredata.com/i/post-covid-loyalty-strategies/?utm_source=social&utm_medium=twitter&utm_campaign=2021.5-rtp-whitepaper
[2] https://broadsuite.com/how-to-create-more-meaningful-connections-in-a-remote-world/
[1] https://www.forbes.com/sites/forbescommunicationscouncil/2021/05/19/14-soft-skills-every-expert-communicator-needs-to-hone/?sh=62d779475902
[1] https://nrfconverge.nrf.com/session/treasure-data-product-demo-connecting-web-mobile-store-and-contact-center-experiences?utm_source=twitter&utm_medium=social&utm_campaign=2021.06-nrf-converge&utm_content=demo+more
[1] https://twitter.com/AcxiomUK/status/1404844672711905290
[1] https://blog.treasuredata.com/blog/2021/06/03/cpgs-can-you-handle-the-truth-meeting-the-scv-challenge/?utm_source=twitter&utm_medium=social
[1] https://blog.treasuredata.com/blog/2021/05/27/brands-how-do-you-love-me-please-personalize-the-ways/?utm_source=twitter&utm_medium=social

Top URLs in Tweet in G7:
[5] https://www.inc.com/martin-zwilling/8-steps-to-delivering-a-consistently-memorable-customer-experience.html
[5] https://www.ascentgroupindia.com/blog/customer-experience-design-is-a-new-term-to-learn-for-digital-marketers/
[5] https://tweetedtimes.com/v/8731?s=rgp
[4] https://www.blakemichellemorgan.com/podcast/the-biggest-mistake-companies-make-in-digital-transformation/
[3] https://ecxo.org/tips-for-transforming-to-a-customer-centric-company-culture/
[3] https://www.youtube.com/watch?v=nQr3iE5RUF8&feature=youtu.be

[2] http://customerthink.com/6-ways-to-make-sure-your-journey-maps-improve-customer-experience/
[2] 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
[2] https://www.mckinsey.com/business-functions/digital-mckinsey/our-insights/the-four-pillars-of-distinctive-customer-journeys
[2] https://www.forbes.com/sites/blakemorgan/2021/06/14/who-wins-the-battle-of-walmart-vs-amazon/

Top URLs in Tweet in G8:
[4] https://www.cio.com/article/3621768/estee-lauder-proves-the-business-value-of-augmented-reality.html
[4] https://sviaccelerator.com/innovation-trailblazers-webinar-mini-series-next-gen-data-analytics-the-2-0-future-of-insurance-2021/#group_A0055
[4] https://www.linkedin.com/pulse/how-edtech-can-gain-market-share-teacher-tomorrow-dan-galante-cmo
[3] https://www.linkedin.com/pulse/edge-marketplace-bigger-than-internet-mark-thiele
[2] https://www.youtube.com/user/TrendSettingSM
[2] https://www.askdangalante.com/post/618476763783331840/why-free-trials-loss-leaders-increase-sales
[2] https://www.linkedin.com/slink?code=daYZVeA
[2] https://blogs.starcio.com/2021/06/digital-transformation-operational-resiliency.html
[2] https://fintechos.com/article/customer-centric-insurance-fixing-broken-trust/
[2] https://www.propertycasualty360.com/2021/05/10/data-suggests-an-ai-tipping-point-for-the-pc-insurance-economy/

Top URLs in Tweet in G9:
[7] https://www.entrepreneur.com/article/325692?utm_sq=go1v21hz4g&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobepartner
[6] https://www.cmo.com/opinion/articles/2019/1/23/create-superior-brand-experiences-with-an-integrated-design-mindset.html?utm_sq=go1ixz9736&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobepartner#gs.45l4uz
[6] https://www.cmo.com/opinion/articles/2019/5/6/how-to-position-your-brand-as-the-customers-instinctive-choice.html?utm_sq=go5a6hjnd7&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobepartner#gs.i5rqkw
[4] https://www.cmo.com/opinion/articles/2019/5/8/the-age-of-adaptability.html?utm_sq=go4zshg8yk&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobepartner#gs.i5rq6o
[4] https://www.cio.com/article/3404876/what-does-digital-transformation-really-mean.html?utm_sq=go0f1mzpbu&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobepartner
[3] https://news.adobe.com/home/default.aspx?utm_sq=gr4ieyhn72&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobeportal
[3] https://www.mckinsey.com/business-functions/marketing-and-sales/our-insights/the-three-building-blocks-of-successful-customer-experience-transformations?utm_sq=go6fstmrvj&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobepartner
[2] https://www.linkedin.com/company/adobe-partners?utm_sq=gqyap7odl4&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobeportal
[2] https://event.on24.com/wcc/r/3212796/66D9A605315B60D2E21A688D7A618881?partnerref=DigitalPi
[2] http://www.smartcustomerservice.com/Articles/News-Briefs/Nextiva-Partners-with-Five9-147377.aspx#.YMJC3ZIsbbU.twitter

Top URLs in Tweet in G10:
[9] https://cx-journey.com/2021/06/strengthening-relationships-through-customer-success.html
[7] https://yourwebtoolkit.com/what-is-seo-beginners-guide/?utm_source=Pinterest&utm_medium=organic&utm_campaign=seo_checklist&utm_content=image_6
[3] https://www.redalkemi.com/blog/post/inbound-marketing-vs-outbound-marketing
[3] https://cx-journey.com/2020/07/journey-mapping-workshops-do-you-have-the-right-participants.html
[2] https://mikkegoes.com/learning-computer-science-basics-before-coding/
[2] https://www.datasciencecentral.com/profiles/blogs/artificial-intelligence-to-take-user-experience-to-the-next-level
[2] http://www.iotcentral.io/blog/user-experience-ux-is-at-the-heart-of-digital-transformation
[2] https://www.thisisdoing.com/the-doing-design-festival
[2] https://www.amazon.com/dp/1686886810/ref=sr_1_1?keywords=annette+franz&qid=1567611197&s=books&sr=1-1
[2] https://www.forbes.com/sites/forbescoachescouncil/2021/06/17/how-to-treat-customers-as-humans-instead-of-numbers-14-expert-tips/?sh=2197e78240d5

Top Domains
Top Domains in Tweet in Entire Graph:
[298] dy.si
[205] threatpost.com
[203] okt.to
[156] twitter.com
[145] linkedin.com
[125] co.uk
[80] forbes.com
[64] dzone.com
[55] cmswire.com
[49] youtube.com

Top Domains in Tweet in G1:
[66] dy.si
[39] cxtoday.com
[27] technative.io
[23] infl.tv
[23] verint.com
[20] analyticsinsight.net
[18] prnewswire.com
[17] xenonstack.com
[16] medium.com
[15] coruzant.com

Top Domains in Tweet in G2:
[36] linkedin.com
[35] radio.co
[34] dy.si
[21] pivotpointsolutions.net
[19] twitter.com
[17] okt.to
[17] martechalliance.com
[16] cmswire.com
[16] mopinion.com
[13] co.uk

Top Domains in Tweet in G3:
[201] threatpost.com
[83] co.uk
[62] dzone.com
[57] dy.si
[36] karlsmith.info
[34] linkedin.com
[33] socxo.net
[31] nytimes.com
[27] datasciencecentral.com
[26] agile-world.us

Top Domains in Tweet in G4:
[34] hyken.com
[34] twitter.com
[27] t.ly
[20] mycustomer.com
[14] linkedin.com
[12] youtube.com
[12] pointillist.com
[8] customerservicedaily.com
[8] customerthink.com
[7] zendesk.com

Top Domains in Tweet in G5:
[120] okt.to
[27] ventanaresearch.com
[27] dy.si
[14] forbes.com
[9] talkdesk.com
[8] linkedin.com
[7] genesys.com
[7] avaya.com
[6] information-age.com
[6] rightpoint.com

Top Domains in Tweet in G6:
[31] dy.si
[14] okt.to
[6] treasuredata.com
[5] oracle.com
[4] thesixfivesummit.com
[4] zdnet.com
[3] twitter.com
[3] pscp.tv
[3] broadsuite.com
[2] radian6.com

Top Domains in Tweet in G7:
[10] forbes.com
[6] inc.com
[6] tweetedtimes.com
[6] theagile.world
[6] nexxworks.com
[5] customerthink.com
[5] blakemichellemorgan.com
[5] youtube.com
[5] ascentgroupindia.com
[4] cmswire.com

Top Domains in Tweet in G8:
[18] linkedin.com
[7] cio.com
[6] askdangalante.com
[4] sviaccelerator.com
[3] youtube.com
[2] dangalante.me
[2] starcio.com
[2] forbes.com
[2] socialmediaportal.com
[2] fintechos.com

Top Domains in Tweet in G9:
[16] cmo.com
[8] entrepreneur.com
[7] smartcustomerservice.com
[6] adobe.com
[6] agilitypr.com
[6] sitel.com
[5] cio.com
[4] forbes.com
[3] mckinsey.com
[3] okt.to

Top Domains in Tweet in G10:
[23] cx-journey.com
[7] yourwebtoolkit.com
[4] forbes.com
[4] mopinion.com
[3] redalkemi.com
[3] datasciencecentral.com
[3] twitter.com
[2] mikkegoes.com
[2] iotcentral.io
[2] thisisdoing.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4845] cx
[1157] ai
[919] cybersecurity
[886] customerexperience
[863] javascript
[703] github
[684] datascience
[636] firestarnews
[602] nodejs
[550] nocode



Top Hashtags in Tweet in G1:
[645] cx
[289] ai
[167] customerexperience
[150] digitaltransformation
[96] artificialintelligence
[80] ux
[77] iot
[75] digital
[73] emergingtech
[72] socialmedia

Top Hashtags in Tweet in G2:
[811] cx
[183] customerexperience
[48] ux
[45] customerservice
[32] marketing
[31] ai
[31] customersuccess
[28] contactcenter
[21] ecommerce
[19] ex

Top Hashtags in Tweet in G3:
[858] cybersecurity
[812] javascript
[809] cx
[659] github
[617] firestarnews
[595] ai
[587] datascience
[561] nodejs
[519] nocode
[478] lowcode

Top Hashtags in Tweet in G4:
[438] cx
[87] customerexperience
[70] custserv
[40] customerservice
[29] custexp
[22] marketing
[18] leadership
[17] cxqotd
[17] cxchat
[16] tech

Top Hashtags in Tweet in G5:
[416] cx
[145] contactcenter
[95] ai
[45] customerexperience
[35] cctr
[35] opentalkmoments
[26] ccaas
[21] custserv
[19] opentalk
[18] cxpulse

Top Hashtags in Tweet in G6:
[122] cx
[23] tech
[20] ai
[17] digitaltransformation
[17] influence
[16] cloud
[14] martech
[12] sixfivesummit
[12] cxo
[12] growthhacker

Top Hashtags in Tweet in G7:
[134] cx
[65] customerexperience
[23] experienciadecliente
[21] marketing
[21] digitaltransformation
[18] ai
[15] digitalmarketing
[13] innovation
[13] customerexperiencemanagement
[12] cloud

Top Hashtags in Tweet in G8:
[56] cx
[24] sales
[24] marketing
[16] custexp
[16] bizdev
[11] digitaltransformation
[10] productmarketing
[10] insurance
[8] future
[8] tech

Top Hashtags in Tweet in G9:
[101] cx
[19] marketing
[19] martech
[17] digital
[15] customerexperience
[10] digitaltransformation
[10] branding
[10] crm
[10] custserv
[9] cctr

Top Hashtags in Tweet in G10:
[84] cx
[53] designthinking
[33] customerexperience
[28] ux
[25] estonia
[25] baltics
[24] productmanagement
[22] design
[21] marketing
[19] lithuania

Top Words
Top Words in Tweet in Entire Graph:
[4843] #cx
[1492] customer
[1157] #ai
[919] #cybersecurity
[886] #customerexperience
[885] experience
[863] #javascript
[703] #github
[684] #datascience
[636] #firestarnews

Top Words in Tweet in G1:
[645] #cx
[289] #ai
[167] #customerexperience
[152] customer
[150] #digitaltransformation
[134] andrewincontact
[101] mvollmer1
[96] #artificialintelligence
[93] experience
[89] antgrasso

Top Words in Tweet in G2:
[810] #cx
[302] customer
[184] experience
[183] #customerexperience
[121] more
[88] customers
[75] learn
[74] business
[71] distinction
[70] join

Top Words in Tweet in G3:
[858] #cybersecurity
[812] #javascript
[809] #cx
[659] #github
[617] #firestarnews
[595] #ai
[594] fire_star_news
[587] #datascience
[561] #nodejs
[519] #nocode

Top Words in Tweet in G4:
[437] #cx
[213] customer
[126] experience
[87] #customerexperience
[86] customers
[75] stephaniethum
[70] #custserv
[69] more
[59] service
[55] hyken

Top Words in Tweet in G5:
[416] #cx
[218] gt
[161] customer
[145] #contactcenter
[109] ai
[95] #ai
[92] experience
[82] nice
[76] talkdesk
[64] more

Top Words in Tweet in G6:
[122] #cx
[40] customer
[34] kred
[30] rackspace_solve
[29] oracle
[23] customers
[23] #tech
[22] experience
[20] rtarkoff
[20] #ai

Top Words in Tweet in G7:
[134] #cx
[65] #customerexperience
[48] customer
[33] experience
[23] #experienciadecliente
[21] #marketing
[21] read
[21] #digitaltransformation
[20] digital
[18] #ai

Top Words in Tweet in G8:
[56] #cx
[24] #sales
[24] #marketing
[16] #custexp
[16] #bizdev
[16] customer
[13] drive
[12] digital
[12] rd
[11] #digitaltransformation

Top Words in Tweet in G9:
[101] #cx
[30] customer
[28] adobepartner
[20] experience
[19] #digital
[19] #marketing
[19] #martech
[19] sitel_worldwide
[17] experiences
[15] #customerexperience

Top Words in Tweet in G10:
[84] #cx
[53] #designthinking
[45] customer
[34] cx
[33] #customerexperience
[28] #ux
[26] journey
[25] #estonia
[25] #baltics
[25] inskillzproduct

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[680] #javascript,#github
[603] fire_star_news,#firestarnews
[540] #firestarnews,#cybersecurity
[539] customer,experience
[463] #github,#nodejs
[461] #lowcode,#javascript
[384] #nocode,#lowcode
[337] #datascience,#ai
[327] #nodejs,#cybersecurity
[322] #devops,#100daysofcode

Top Word Pairs in Tweet in G1:
[65] popular,#websites
[65] #websites,#internet
[65] #internet,1993
[65] 1993,larrykim
[65] larrykim,#emergingtech
[65] #emergingtech,#socialmedia
[65] #socialmedia,#digitaltransformation
[59] mvollmer1,popular
[59] #digitaltransformation,#ec
[52] customer,experience

Top Word Pairs in Tweet in G2:
[118] customer,experience
[65] #cx,#customerexperience
[46] #customerexperience,#cx
[36] cutting,edge
[36] personal,professional
[35] scott,mckain
[35] playing,distinction
[35] distinction,radio
[35] radio,join
[35] join,cutting

Top Word Pairs in Tweet in G3:
[640] #javascript,#github
[584] fire_star_news,#firestarnews
[525] #firestarnews,#cybersecurity
[435] #lowcode,#javascript
[431] #github,#nodejs
[364] #nocode,#lowcode
[304] #nodejs,#cybersecurity
[304] #devops,#100daysofcode
[300] #datascience,#ai
[220] #cybersecurity,#devops

Top Word Pairs in Tweet in G4:
[89] customer,experience
[39] customer,service
[38] #cx,#customerexperience
[21] kendalrodgers_,cxexcellence
[19] #customerexperience,#cx
[18] #custexp,#cx
[17] #custserv,#cx
[17] experience,world
[16] sprinklr's,ipo
[16] ipo,mean

Top Word Pairs in Tweet in G5:
[109] gt,gt
[98] #cx,#contactcenter
[62] gt,#cx
[48] customer,experience
[40] #ai,#cx
[36] contact,center
[36] enlighten,ai
[28] gt,#ai
[25] check,first
[20] nice,enlighten

Top Word Pairs in Tweet in G6:
[17] gave,kred
[17] kred,#influence
[17] customer,experience
[13] technology,improve
[13] improve,customer
[13] experience,barriers
[13] barriers,stand
[13] stand,way
[13] way,surveyed
[13] surveyed,400

Top Word Pairs in Tweet in G7:
[26] customer,experience
[22] #cx,#customerexperience
[14] #customerexperience,#cx
[11] #customerexperience,#customerexperiencemanagement
[11] #customerexperiencemanagement,#experienciadecliente
[10] #cx,expert
[8] google,amazon
[8] amazon,walmart
[8] walmart,msretail
[8] msretail,facebook

Top Word Pairs in Tweet in G8:
[11] #custexp,#cx
[8] nyike,surveyed
[8] surveyed,spoken
[8] spoken,many
[8] many,cios
[8] cios,over
[8] over,last
[8] last,year
[8] year,two
[8] two,messages

Top Word Pairs in Tweet in G9:
[13] #cx,#digital
[12] acquire,sykes_global
[11] re,thrilled
[11] thrilled,announce
[11] announce,sitel
[11] sitel,group
[11] group,acquire
[11] sykes_global,agreement
[11] agreement,projected
[11] projected,complete

Top Word Pairs in Tweet in G10:
[25] #estonia,#baltics
[22] #designthinking,#productmanagement
[22] cx,journey
[22] #customerexperience,#cx
[19] #productmanagement,#estonia
[18] #baltics,#latvia
[16] #latvia,#lithuania
[15] customer,experience
[13] #lithuania,#inskillzcommunity
[12] click,link

Top Replied-To
Top Replied-To in Entire Graph:
@americanair
@startupweekend
@mashreqtweets
@stephaniethum
@jtwatkin
@cxpert
@walmart
@marshacollier
@cbinsights
@talkdesk

Top Replied-To in G1:
@attbusiness
@tobiaskintzel
@katiemartell
@five9
@jasondorsey
@five9_emea

Top Replied-To in G3:
@forrester
@velvetexperts

Top Replied-To in G4:
@jtwatkin
@stephaniethum
@cxpert
@marshacollier
@cxexcellence
@sueduris
@heycxguy
@jennysuedempsey
@iloveinv_jackie
@gregortbach

Top Replied-To in G5:
@cocacolaco
@ups_de
@forbes
@charanyakannan
@zkerravala
@talkdesk

Top Replied-To in G6:
@cgchirp
@vodafonept

Top Replied-To in G7:
@startupweekend
@walmart
@cbinsights
@gartner
@genesys
@techreview

Top Replied-To in G8:
@linkedin
@nyike
@rgmcgrath
@mylessuer

Top Replied-To in G9:
@nextiva
@sitel_worldwide
@talkdesk
@zendesk
@fuzedigital
@liveperson
@dialpad
@fonative

Top Mentioned
Top Mentioned in Entire Graph:
@threatpost
@kirkdborne
@chidambara09
@andrewincontact
@mozouine
@miriamasensi
@mvollmer1
@antgrasso
@dzoneinc

Top Mentioned in G1:
@andrewincontact
@mvollmer1
@antgrasso
@oraclecx
@larrykim
@verint
@betamoroney
@ronald_vanloon
@five9
@ianljones98

Top Mentioned in G2:
@ariegoldshlager
@ltdmanagement
@socialmagnets1
@mike_recruiter
@onpointwarranty
@ccentral_net
@pereion
@autoklose
@ryantracey
@outlierai

Top Mentioned in G3:
@threatpost
@chidambara09
@kirkdborne
@mozouine
@miriamasensi
@dzoneinc
@tanguy_lrx
@karlsmithcio
@userexperienceu

Top Mentioned in G4:
@stephaniethum
@hyken
@zendesk
@jtwatkin
@cxexcellence
@heycxguy
@kendalrodgers_
@nicholaszeisler
@practicalcx
@sprinklr

Top Mentioned in G5:
@talkdesk
@genesys
@8x8
@kdawsonvr
@forbes
@omerminkara
@salesforce
@metrigy
@avaya
@lumenvox

Top Mentioned in G6:
@rackspace_solve
@oracle
@rtarkoff
@oraclecx
@kred
@zdnet
@danielnewmanuv
@yuhelenyu
@4as
@joemckendrick

Top Mentioned in G7:
@amazon
@stevenvbe
@blakemichellem
@gregkihlstrom
@publicissapient
@google
@asociacion_dec
@genesys
@theagile_world
@googlestartups

Top Mentioned in G8:
@nyike
@sviaccelerator
@dhinchcliffe
@cioonline
@askdangalante
@glengilmore
@dianaballard18
@smponline
@linkedin
@dangalante

Top Mentioned in G9:
@adobepartner
@sitel_worldwide
@sykes_global
@adobe
@ross_quintana
@hfsresearch
@avanade
@forbes
@microsoft
@econsultancy

Top Mentioned in G10:
@inskillzproduct
@annettefranz
@kirkdborne
@quadient
@idc
@thisisdoing
@growthmolecules
@jonathan_aufray
@tamaslengyel5
@amylmachado

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@virginmedia
@sectest9
@americanair
@cybersec_feeds
@chidambara09
@united
@femtech_
@delta
@xaelbot

Top Tweeters in G1:
@lorimoreno
@calcaware
@hubofml
@artificialbra1n
@ml_tweet_bot
@gezgintrk
@bot_innovation
@nicochan33
@akwyz
@gadiooumoul

Top Tweeters in G2:
@imosamurai
@intensive911
@yohba27
@investor_feed
@dogetalist
@mercymkushi
@creativedynamix
@rachelloumiller
@merlin8thomas
@victorvquijano

Top Tweeters in G3:
@sectest9
@cybersec_feeds
@chidambara09
@femtech_
@delta
@xaelbot
@aaroncuddeback
@codedailybot
@cybersecurityn8
@thedeveloperbot

Top Tweeters in G4:
@rockchristopher
@gordontredgold
@marshacollier
@wallybock
@richardhdent
@b2community
@nigelcameron
@katenasser
@tirukuralkaram
@adamsconsulting

Top Tweeters in G5:
@evankirstel
@shieldvoc
@jeffbullas
@thecuriousluke
@forbes
@francmolica
@zsmtomotomo
@lllloyd1
@bcstrat
@brainroaring

Top Tweeters in G6:
@economictimes
@zdnet
@fu
@santander_br
@shellykramer
@ukpowernetworks
@danielnewmanuv
@yahoo
@bernhard_herget
@ym78200

Top Tweeters in G7:
@walmart
@jfsebastian146
@inc
@google
@capitalradiob
@trishofthetrade
@realtimferguson
@blakemichellem
@amazon
@cxjourney

Top Tweeters in G8:
@aldoceccarelli
@juliebhunt
@bubbles4tw
@forbestech
@patosins
@fadanconsultant
@sproutsocial
@mthiele10
@glengilmore
@mylessuer

Top Tweeters in G9:
@ross_quintana
@bulldogreporter
@steveturner50
@paultita
@econsultancy
@pawansomanchi
@bookgrizznow
@adobe
@xwoman54
@4enterprisers

Top Tweeters in G10:
@designthinkbot
@jonathan_aufray
@robinheed
@sprintbaseb
@techie_wiz
@annettefranz
@codingninjabot
@terriklass
@customerexpnews
@vikram_bot