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#cx_2022-01-16_16-58-09.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2022
Short Description:
#cx via NodeXL https://bit.ly/33IxIEU
@chidambara09
@mentalmarketer
@gosquad22
@wswmuc
@education_24x7
@evankirstel
@junjudapi
@cloudpreacher
@eli_krumova
@sallyeaves

Top hashtags:
#cx
#datascientist
#women
#ehealth
#digital
#fashiontech
#insurtech
#finserv
#ai
#data

Description:
Description
The graph represents a network of 2,962 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, 17 January 2022 at 01:14 UTC.

The requested start date was Sunday, 16 January 2022 at 01:01 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, 7-hour, 28-minute period from Wednesday, 12 January 2022 at 17:28 UTC to Sunday, 16 January 2022 at 00:56 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 : 2962
Unique Edges : 3178
Edges With Duplicates : 13342
Total Edges : 16520
Number of Edge Types : 5
Retweet : 5005
MentionsInRetweet : 6555
Mentions : 3451
Tweet : 1446
Replies to : 63
Self-Loops : 1797
Reciprocated Vertex Pair Ratio : 0.0393518518518519
Reciprocated Edge Ratio : 0.0757238307349666
Connected Components : 612
Single-Vertex Connected Components : 372
Maximum Vertices in a Connected Component : 1758
Maximum Edges in a Connected Component : 14731
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.832581
Graph Density : 0.000563138947209515
Modularity : 0.265146
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,962 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, 17 January 2022 at 01:14 UTC.

The requested start date was Sunday, 16 January 2022 at 01:01 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, 7-hour, 28-minute period from Wednesday, 12 January 2022 at 17:28 UTC to Sunday, 16 January 2022 at 00:56 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:
[72] https://www.visualcapitalist.com/prediction-consensus-what-the-experts-see-coming-in-2022/
[34] https://nice.com/
[28] https://www.forbes.com/sites/robtoews/2021/12/22/10-ai-predictions-for-2022/?sh=9487e32482d6
[28] https://t.me/btczofficialgroup
[26] https://s2.radio.co/s532f0345f/listen
[23] https://www.forbes.com/sites/forbestechcouncil/2022/01/13/balancing-ai-and-humanity-five-cx-predictions-for-2022/
[22] https://www.gartner.com/en/information-technology/insights/top-technology-trends
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269920
[22] -
[21] https://www.linkedin.com/slink?code=gjty7ZME

Top URLs in Tweet in G1:
[70] https://www.visualcapitalist.com/prediction-consensus-what-the-experts-see-coming-in-2022/
[28] https://t.me/btczofficialgroup
[22] https://www.gartner.com/en/information-technology/insights/top-technology-trends
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269920
[21] https://www.linkedin.com/slink?code=gjty7ZME
[18] https://blog.hcltechsw.com/bigfix/bigfix-redefines-unified-endpoint-management-2/
[18] https://www.missioncriticalmagazine.com/articles/93931-federal-and-state-agencies-face-many-challenges-with-cloud-migration
[16] https://deloitte.wsj.com/articles/tech-trends-2022-an-overview-01639417087
[15] https://www.infosecurity-magazine.com/blogs/challenges-of-industrial/
[15] https://placetech.net/news/avison-young-deploys-robots-to-automate-time-consuming-work/

Top URLs in Tweet in G2:
[27] https://nice.com/
[10] https://www.gravitycx.io/
[6] https://ciclismoayerhoy.com/embarrados-t2-e17-aproximacion-a-los-mundiales-afrontando-la-recta-final-de-la-temporada/
[5] https://www.forbes.com/sites/adrianswinscoe/2021/12/15/8-customer-experience-related-predictions-for-2022/?sh=7d44f6e28157
[4] https://www.customerexperienceupdate.com/?open-article-id=20735716&article-title=expert-perspective--how-to-level-up-your-voice-of-customer-program&blog-domain=niceincontact.com&blog-title=nice-incontact
[4] Customer
[4] Experience
[4] https://www.cmswire.com/digital-marketing/3-metrics-will-drive-marketing-outcomes-in-2022/
[3] https://www.cmswire.com/customer-experience/are-ux-and-cx-one-and-the-same/
[3] The

Top URLs in Tweet in G3:
[26] https://s2.radio.co/s532f0345f/listen
[23] https://www.forbes.com/sites/robtoews/2021/12/22/10-ai-predictions-for-2022/?sh=9487e32482d6
[9] https://www.icmi.com/resources/2022/2022-icmi-thought-leaders
[9] https://ng.techweb.com/authds/gateway?gateway=true&return=http://www.icmi.com/resources/2022/2022-icmi-thought-leaders
[9] http://GlobalJams.org
[8] https://www.forbes.com/sites/lanabandoim/2022/01/10/will-artificial-intelligence-be-taking-your-next-drive-thru-order/?sh=310a99b21bc0
[7] https://www.forbes.com/sites/forbestechcouncil/2022/01/13/balancing-ai-and-humanity-five-cx-predictions-for-2022/
[6] https://www.cmswire.com/customer-experience/holiday-cx-lessons-learned-an-operating-guide-for-the-future/
[6] https://www.cgsinc.com/blog/investment-customer-service-training-pays-big-dividends
[5] https://www.forbes.com/sites/bernardmarr/2022/01/14/the-5-biggest-financial-services-tech-trends-in-2022/?sh=66070c4d33bf

Top URLs in Tweet in G4:
[6] https://www.constellationr.com/research/inside-power-relevance-and-ambient-experiences
[6] http://www.destinationcrm.com/webevents/five9zendesk/19jan2022/soc
[5] https://andremuscat.medium.com/muscat-roundup-007-4ab6dc80484a?source=rss------artificial_intelligence-5
[4] https://nice.com/
[4] https://connect.verint.com/b/customer-engagement/posts/five-things-companies-should-think-about-when-developing-their-2022-social-media-strategy?utm_source=Verint+blog&utm_id=Verint+blog+-+Jon+Allen+-+Five+Things+Companies+Should+Think+About+When+Developing+their+2022+Social+Media+Strategy+-+January+12,+2022+-+external+link&utm_content=Verint+blog+-+Jon+Allen+-+Five+Things+Companies+Should+Think+About+When+Developing+their+2022+Social+Media+Strategy+-+January+12,+2022+-+external+link
[3] https://www.enterprisetimes.co.uk/2022/01/06/activecampaign-offers-four-ways-to-accelerate-customer-growth/
[2] https://www.business.att.com/learn/tech-advice/impact-of-artificial-intelligence-ai-on-finance-digital-transformation.html?source=EBBZTw00000IFS00M&wtExtndSource=SallyEaves
[2] https://anjalbinayak.medium.com/in-demand-tech-jobs-in-2022-58b7da668483?source=rss------artificial_intelligence-5
[2] https://probhakar-95.medium.com/mediapipe-handpose-blender-physics-1faaf01b2a03?source=rss------artificial_intelligence-5
[2] https://www.callcentrehelper.com/how-to-deal-with-demanding-customers-202153.htm

Top URLs in Tweet in G5:
[4] https://techcrunch.com/2022/01/12/the-metaverse-will-be-filled-with-elves/amp/?utm_content=buffer97ff0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.fastcompany.com/90712962/five-in-store-customer-experiences-every-retailer-should-provide
[3] https://solutionpartners.adobe.com/content/solution/us/en/solution-partners/benefits/partner_awards.html?utm_sq=gybh4bcbcg&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobeportal
[2] https://www.scuba.io/blog/how-to-improve-customer-experience?utm_campaign=Customer%20Experience%20Pillar&utm_content=193250313&utm_medium=social&utm_source=twitter&hss_channel=tw-1378246266
[2] https://www-cmswire.simplermedia.com/cw-wb-220119-medallia-cx.html?utm_source=medallia.com&utm_medium=social&utm_campaign=wb-220119-medallia-cx&utm_content=medallia-soc
[2] https://www.linkedin.com/slink?code=gDnETQts
[2] https://www.cmswire.com/leadership/beyond-digital-a-guidebook-for-lasting-digital-transformation/?utm_sq=gxolhcihnz&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobetl2022
[2] https://solutionpartners.adobe.com/solution-partners/benefits/partner_awards.html?utm_sq=gyc554hd3i&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobeportal
[2] https://www.cmswire.com/customer-experience/why-augmented-reality-will-be-your-next-customer-channel/?utm_sq=gmx98vufw9&utm_source=twitter&utm_medium=social&utm_campaign=bizswell&utm_content=customerexperience
[2] https://www.socialmagnets.net/the-near-and-far-future-of-customer-experience/?utm_sq=gvnkicb2m5&utm_source=twitter&utm_medium=social&utm_campaign=bizswell&utm_content=rosscontent

Top URLs in Tweet in G6:
[2] https://www.mycustomer.com/customer-experience/loyalty/how-to-win-budget-for-your-customer-success-department
[2] http://customerthink.com/what-is-customer-journey-analytics/
[2] https://customerthink.com/predictions-for-customer-experience-cx-in-2022/?utm_sq=gxe2fxswgy&utm_source=twitter&utm_medium=social&utm_campaign=inspirefireco&utm_content=opc-dbcx
[2] https://go.forrester.com/resources/customer-experience-measurement/prove-customer-experience-roi?utm_source=twitter&utm_medium=social&utm_content=video&utm_campaign=cx_roi&utm_term=cx&linkId=100000102999798
[2] https://www.growth-hackers.net/encourage-repeat-customers-ecommerce-store/
[2] https://www.growth-hackers.net/ways-to-leverage-customer-experience-for-revenue-growth/
[2] https://linktr.ee/growthhackersagency
[2] https://www.forbes.com/sites/forbestechcouncil/2022/01/13/balancing-ai-and-humanity-five-cx-predictions-for-2022/
[2] https://www.cmswire.com/customer-experience/are-ux-and-cx-one-and-the-same/?utm_source=cmswire.com&utm_medium=web&utm_campaign=cm&utm_content=all-articles-rss
[1] https://aragonresearch.com/emerging-technologies-the-rise-of-voice-analytics/

Top URLs in Tweet in G7:
[2] https://jobs.theconnorsgroup.com/jb/Customer-Experience-Lead-Remote-Jobs-in-Danbury-CT/6845105
[2] https://jobs.theconnorsgroup.com/jb/Senior-UX-UI-Designer-Mobile-REMOTE-Jobs-in-Danbury-CT/6679336
[1] https://www.infobip.com/blog/key-benefits-of-using-apple-messages-for-business?utm_source=twitter&utm_medium=social&utm_campaign=971321_r_tw_social-organic_general_gl_zz_en_i&utm_term=en_mix-mix_general_gl_zz&utm_content=comment_2022-01-13-apple-messages
[1] https://www.infobip.com/blog/digital-channels-to-scale-the-world?utm_source=twitter&utm_medium=social&utm_campaign=971321_r_tw_awareness_general_gl_zz_en_i&utm_term=en_mix-all-verticals_general_gl_zz&utm_content=link-post_2022-01-05-digital-scaling-infographics
[1] https://martechseries.com/sales-marketing/credico-is-your-brands-cx-strategy-driving-brand-loyalty/
[1] https://www.sdcexec.com/software-technology/e-commerce-solutions/article/21915609/cyara-how-contact-centers-for-supply-chain-solution-providers-accomplish-omnichannel-success?utm_content=194510636&utm_medium=social&utm_source=twitter&hss_channel=tw-191630494
[1] https://www.forrester.com/blogs/predictions-2022-customer-experience/?utm_content=193296665&utm_medium=social&utm_source=twitter&hss_channel=tw-191630494
[1] https://venturebeat.com/2021/12/22/report-only-6-of-b2b-buyers-avoid-significant-cx-issues/?utm_content=193712703&utm_medium=social&utm_source=twitter&hss_channel=tw-191630494
[1] https://appdevelopermagazine.com/automated-testing-in-2022/?utm_content=194453070&utm_medium=social&utm_source=twitter&hss_channel=tw-191630494
[1] https://www.rtinsights.com/omnichannel-customer-experiences-need-accurate-first-party-data/?utm_content=193703495&utm_medium=social&utm_source=twitter&hss_channel=tw-191630494

Top URLs in Tweet in G8:
[17] -
[17] Customer
[10] https://www.ventanaresearch.com/value_index/customer_experience/agent_management/market-report/2022?utm_campaign=Expertise
[9] https://fr.semrush.com/blog/guide-redaction-seo/
[9] https://www.zdnet.fr/pratique/comment-mettre-l-accent-sur-l-experience-client-en-8-etapes-39935595.htm#xtor=RSS-1
[7] https://www.ecommercemag.fr/Thematique/retail-1220/strategie-retail-2163/Breves/Dossier-offensive-retailers-marche-occasion-368318.htm
[3] Experience&utm_content=193762699&utm_medium=social&utm_source=twitter&hss_channel=tw-17992147
[2] https://www.kissthebride.fr/experience-relation-client/fidelisation-2022-attentes-clients-et-enjeux-pour-les-marques/
[2] https://comarketing-news.fr/fidelite-et-engagement-ce-que-les-clients-attendent-des-marques/
[2] https://mydigitalweek.com/4-grandes-questions-qui-se-posent-aux-acteurs-de-la-relation-client/

Top URLs in Tweet in G9:
[1] https://www.customerbliss.com/podcasts/chief-patient-experience-officer-cedars-sinai/
[1] https://www.customerbliss.com/podcasts/5-ways-to-earn-customer-grown-with-fred-reichheld/
[1] https://www.customerbliss.com/cco-career-path-are-you-working-with-a-north-star-or-roi-based-leader/
[1] https://www.talkdesk.com/resources/webinars/emerging-technologies-elevate-cx/?utm_source=linkedin&utm_medium=Organic-Social&utm_campaign=WB-2022-01-27-How-emerging-technologies-can-elevate-CX-in-financial-services
[1] https://www.talkdesk.com/events/nrf-2022-retails-big-show/
[1] https://www.talkdesk.com/blog/voicebots-improve-customer-experience/
[1] https://www.talkdesk.com/resources/ebooks/3-steps-to-ease-return-process-for-excellent-customer-experience/
[1] https://www.talkdesk.com/resources/reports/powering-retail-growth-the-next-generation-of-contact-centers/
[1] https://www.talkdesk.com/resources/reports/market-study-future-of-the-contact-center/?utm_source=twitter&utm_medium=Organic-Social&utm_campaign=RE-CCW-The-future-of-the-contact-center
[1] https://www.customerbliss.com/quiz/talkdesk/

Top URLs in Tweet in G10:
[2] https://thestrategystory.com/2021/03/05/michelin-star-restaurant-story
[2] https://thefinancialbrand.com/podcasts/digital-banking-transformed-transformation-guide-wedrychowicz-chase-dbs/?smedia-twt-jm
[2] https://bit.ly/3ElI2iK
[2] https://bit.ly/3HZ1k0i
[2] https://bit.ly/3zAAqrY
[1] https://www.bankrate.com/banking/how-long-people-keep-their-checking-savings-accounts/
[1] https://www.forrester.com/blogs/be-a-great-storytelling-leader/
[1] https://www.bis.org/publ/work986.htm
[1] https://www.publicissapient.com/news/seamless-digital-experiences
[1] https://www.commencis.com/super-apps-e-book/

Top Domains
Top Domains in Tweet in Entire Graph:
[303] forbes.com
[186] linkedin.com
[186] dy.si
[141] twitter.com
[96] medium.com
[90] visualcapitalist.com
[90] cmswire.com
[80] okt.to
[75] socxo.net
[72] co.uk

Top Domains in Tweet in G1:
[138] forbes.com
[105] linkedin.com
[84] visualcapitalist.com
[75] socxo.net
[58] bloomberg.com
[56] google.com
[50] twitter.com
[50] medium.com
[45] co.uk
[33] wsj.com

Top Domains in Tweet in G2:
[30] dy.si
[27] nice.com
[26] linkedin.com
[26] okt.to
[21] cmswire.com
[15] twitter.com
[13] forbes.com
[10] gravitycx.io
[6] ciclismoayerhoy.com
[6] youtube.com

Top Domains in Tweet in G3:
[117] forbes.com
[29] cmswire.com
[26] radio.co
[23] twitter.com
[21] linkedin.com
[20] pivotpointsolutions.net
[15] hbr.org
[15] mycustomer.com
[12] icmi.com
[12] t.ly

Top Domains in Tweet in G4:
[37] medium.com
[28] okt.to
[21] infl.tv
[15] forbes.com
[13] cxtoday.com
[9] verint.com
[9] destinationcrm.com
[7] constellationr.com
[6] callcentrehelper.com
[6] five9.com

Top Domains in Tweet in G5:
[32] dy.si
[18] adobe.com
[7] forbes.com
[6] linkedin.com
[6] cmswire.com
[5] tadigital.com
[4] techcrunch.com
[3] fastcompany.com
[3] merkleinc.com
[3] on24.com

Top Domains in Tweet in G6:
[43] dy.si
[17] usafill.com
[11] customerthink.com
[5] cmswire.com
[5] growth-hackers.net
[4] mycustomer.com
[4] forrester.com
[3] forbes.com
[3] mendix.com
[3] smh.re

Top Domains in Tweet in G7:
[7] theconnorsgroup.com
[2] infobip.com
[2] martechseries.com
[2] venturebeat.com
[1] sdcexec.com
[1] forrester.com
[1] appdevelopermagazine.com
[1] rtinsights.com
[1] leandata.com

Top Domains in Tweet in G8:
[37] dy.si
[17] ventanaresearch.com
[10] okt.to
[9] semrush.com
[9] zdnet.fr
[7] ecommercemag.fr
[3] sproutsocial.com
[3] mydigitalweek.com
[3] twitter.com
[2] kissthebride.fr

Top Domains in Tweet in G9:
[7] talkdesk.com
[4] customerbliss.com
[2] masvoz.net
[2] playvox.com
[2] co.uk
[1] medcitynews.com
[1] masvoz.es
[1] idc-accelerate.com
[1] youtube.com
[1] twilio.com

Top Domains in Tweet in G10:
[6] bit.ly
[3] thefinancialbrand.com
[2] thestrategystory.com
[2] gartner.com
[1] bankrate.com
[1] forrester.com
[1] bis.org
[1] publicissapient.com
[1] commencis.com
[1] nymbus.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5002] cx
[2079] datascientist
[1957] women
[1955] ehealth
[1928] digital
[1923] fashiontech
[1886] insurtech
[1885] finserv
[1735] ai
[1718] data



Top Hashtags in Tweet in G1:
[2367] cx
[2000] datascientist
[1878] women
[1876] ehealth
[1844] fashiontech
[1817] finserv
[1786] insurtech
[1723] digital
[1624] data
[1569] ces2023

Top Hashtags in Tweet in G2:
[534] cx
[105] customerexperience
[43] marketing
[39] contactcenter
[37] cxi
[31] makeexperiencesflow
[26] customerservice
[24] ux
[22] ai
[20] sales

Top Hashtags in Tweet in G3:
[571] cx
[135] custserv
[115] designthinking
[107] customerexperience
[106] ai
[79] rox
[78] ex
[77] infinitejourneys
[71] metaverse
[70] digital

Top Hashtags in Tweet in G4:
[281] cx
[134] ai
[69] digitaltransformation
[69] ux
[63] wearables
[33] digital
[22] customerexperience
[21] onlinecommunity
[20] contactcenter
[20] customerservice

Top Hashtags in Tweet in G5:
[137] cx
[34] customerexperience
[23] digital
[20] marketing
[16] ai
[16] adobepartners
[12] digitaltransformation
[11] b2b
[8] data
[8] metaverse

Top Hashtags in Tweet in G6:
[128] cx
[34] customerexperience
[25] supplychain
[22] ai
[21] cloud
[20] oraclepartner
[18] hcm
[16] erp
[16] scm
[16] cdp

Top Hashtags in Tweet in G7:
[77] omnichannel
[76] communications
[13] cx
[5] hiring
[2] ios
[2] applemessages
[2] worldsconnected
[2] marketing
[2] ecomm
[2] ux

Top Hashtags in Tweet in G8:
[98] cx
[22] ex
[21] ucaas
[20] ccaas
[20] xcaas
[17] cpaas
[16] communications
[15] collaboration
[12] contactcenter
[11] valueindex

Top Hashtags in Tweet in G9:
[45] cx
[10] retail
[9] nrf2022
[9] contactcenter
[7] ai
[6] customerexperience
[5] ccaas
[4] contactcentersolutions
[3] callcenter
[2] insurance

Top Hashtags in Tweet in G10:
[40] cx
[27] data
[22] innovation
[18] banking
[17] fintech
[14] digital
[12] strategy
[11] finserv
[8] technology
[7] disruption

Top Words
Top Words in Tweet in Entire Graph:
[5001] #cx
[2079] #datascientist
[1957] #women
[1955] #ehealth
[1935] #digital
[1923] #fashiontech
[1886] #insurtech
[1885] #finserv
[1736] #ai
[1721] #data

Top Words in Tweet in G1:
[2367] #cx
[2000] #datascientist
[1878] #women
[1876] #ehealth
[1844] #fashiontech
[1817] #finserv
[1786] #insurtech
[1727] #digital
[1627] #data
[1569] #ces2023

Top Words in Tweet in G2:
[534] #cx
[186] customer
[105] #customerexperience
[98] more
[98] 2022
[90] experience
[81] customers
[79] learn
[71] digital
[69] cx

Top Words in Tweet in G3:
[571] #cx
[161] customer
[135] #custserv
[119] 2022
[115] #designthinking
[113] mentalmarketer
[107] #customerexperience
[106] #ai
[98] experience
[79] #rox

Top Words in Tweet in G4:
[281] #cx
[134] #ai
[69] #digitaltransformation
[69] #ux
[67] customer
[63] #wearables
[63] 2022
[58] mikequindazzi
[56] gt
[43] more

Top Words in Tweet in G5:
[137] #cx
[62] experience
[45] digital
[43] adobe
[42] more
[40] customer
[39] merkle
[35] learn
[34] #customerexperience
[33] 2022

Top Words in Tweet in G6:
[128] #cx
[54] customer
[38] ronald_vanloon
[34] #customerexperience
[30] pizca
[28] oracle
[27] improve
[26] forrester
[25] #supplychain
[24] read

Top Words in Tweet in G7:
[78] digital
[77] boost
[77] use
[77] #omnichannel
[77] solutions
[76] infobip
[76] ready
[76] #communications
[76] game
[76] channels

Top Words in Tweet in G8:
[98] #cx
[32] 8x8
[28] customer
[27] anthonyrochand
[23] customers
[23] learn
[22] #ex
[21] #ucaas
[20] #ccaas
[20] #xcaas

Top Words in Tweet in G9:
[45] #cx
[20] talkdesk
[17] customer
[13] reach
[10] experts
[10] #retail
[9] kick
[9] year
[9] style
[9] #nrf2022

Top Words in Tweet in G10:
[40] #cx
[27] #data
[22] #innovation
[19] customer
[18] #banking
[17] #fintech
[14] #digital
[14] business
[12] #strategy
[12] 2030

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1796] #digital,#cx
[1782] #cx,#women
[1782] #women,#ehealth
[1766] #datascientist,#digital
[1743] #finserv,#fashiontech
[1685] #fashiontech,#insurtech
[1598] #ces2023,#finserv
[1518] #ehealth,#data
[1516] #data,#ces2023
[1248] chidambara09,#datascientist

Top Word Pairs in Tweet in G1:
[1736] #cx,#women
[1736] #women,#ehealth
[1701] #digital,#cx
[1697] #finserv,#fashiontech
[1690] #datascientist,#digital
[1640] #fashiontech,#insurtech
[1562] #ces2023,#finserv
[1482] #ehealth,#data
[1480] #data,#ces2023
[1182] chidambara09,#datascientist

Top Word Pairs in Tweet in G2:
[53] customer,experience
[41] learn,more
[36] #cx,#customerexperience
[31] 2022,brand
[28] #cx,leap
[28] leap,2022
[28] brand,representing
[28] representing,power
[28] power,#cxi
[28] #cxi,commitment

Top Word Pairs in Tweet in G3:
[109] #cx,#custserv
[61] #digital,#cx
[59] #datascientist,#digital
[58] customer,experience
[55] #ex,#rox
[50] chidambara09,#datascientist
[42] #customerexperience,#cx
[35] #metaxm,#infinitejourneys
[35] #custserv,#ex
[33] predictions,2022

Top Word Pairs in Tweet in G4:
[63] #ai,#wearables
[63] #wearables,#ux
[62] #ux,#cx
[59] #cx,#digitaltransformation
[47] mikequindazzi,#ai
[28] gt,gt
[24] self,service
[22] machine,learning
[21] really,managing
[21] managing,#onlinecommunity

Top Word Pairs in Tweet in G5:
[36] digital,experience
[29] learn,more
[28] adobe,proud
[28] proud,name
[28] partner,year
[19] experience,partner
[17] 2022,#cx
[15] #marketing,#cx
[15] customer,experience
[14] adobepartner,adobe

Top Word Pairs in Tweet in G6:
[20] ronald_vanloon,emisut
[20] emisut,#oraclepartner
[17] full,report
[16] oracle,unity
[16] unity,customer
[16] customer,data
[16] data,platform
[16] platform,rated
[16] rated,strong
[16] strong,performer

Top Word Pairs in Tweet in G7:
[76] ready,boost
[76] boost,digital
[76] digital,#communications
[76] #communications,game
[76] game,channels
[76] channels,tech
[76] tech,use
[76] use,#omnichannel
[76] #omnichannel,solutions
[76] solutions,build

Top Word Pairs in Tweet in G8:
[19] #ex,#cx
[16] #ucaas,#ccaas
[15] 8x8,#xcaas
[13] #ccaas,#ex
[11] 2022,#valueindex
[11] #valueindex,agent
[11] agent,management
[11] anaheimducks,hondacenter
[10] learn,anaheimducks
[10] hondacenter,advanced

Top Word Pairs in Tweet in G9:
[9] kick,year
[9] year,style
[9] style,#nrf2022
[9] #nrf2022,#retail
[9] #retail,experts
[9] experts,show
[9] show,reach
[9] reach,#cx
[9] #cx,goals
[9] goals,deliver

Top Word Pairs in Tweet in G10:
[12] 2030,executives
[12] executives,believe
[12] believe,25
[12] 25,consumer
[12] consumer,purchases
[12] purchases,business
[12] business,replenishment
[12] replenishment,requests
[11] mhcommunicate,2030
[11] requests,substantiall

Top Replied-To
Top Replied-To in Entire Graph:
@consistencylabs
@hyken
@jtwatkin
@nikitabier
@machine_ml
@fortunemagazine
@five9
@linksdao
@sallyeaves
@albertoemachado

Top Replied-To in G1:
@machine_ml
@sallyeaves
@albertoemachado
@betamoroney
@khulood_almani
@labordeolivier

Top Replied-To in G3:
@jtwatkin
@hyken
@linksdao
@beckyroemen
@kendalrodgers_
@cxexcellence
@debbieszumylo
@realebubechukwu
@sueduris

Top Replied-To in G4:
@five9
@dailydooh

Top Replied-To in G8:
@dialpadhq

Top Replied-To in G9:
@forbescolombia
@mcgeesmith
@collabe20
@nsiguy
@talkdesk
@vietgirl50
@infogovdotnet

Top Replied-To in G10:
@gartner_inc

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@miriamasensi
@cloudpreacher
@enilev
@betamoroney
@evasmartai
@kred
@eli_krumova
@nitin_nitinsr
@mentalmarketer

Top Mentioned in G1:
@chidambara09
@miriamasensi
@enilev
@cloudpreacher
@betamoroney
@evasmartai
@kred
@eli_krumova
@nitin_nitinsr
@datasciencedojo

Top Mentioned in G2:
@markaldan
@retailingafrica
@cdunnconsulting
@frozenfunnels
@alisys
@getjenny
@callcenterhost
@mike_recruiter

Top Mentioned in G3:
@mentalmarketer
@chidambara09
@stephaniethum
@hyken
@cmswire
@callcentericmi
@annettefranz
@jtwatkin
@customerisfirst
@cxpert

Top Mentioned in G4:
@mikequindazzi
@verint
@mentalmarketer
@five9
@motorcycletwitt
@worldtrendsinfo
@cxtodaynews
@jonallen119
@zendesk
@evankirstel

Top Mentioned in G5:
@merkle
@wswmuc
@adobepartner
@ibm
@adobe
@b2b_insight
@ibm_ix
@accenture
@mediapost
@medallia

Top Mentioned in G6:
@oracle
@forrester
@ronald_vanloon
@emisut
@grupobimbo
@oraclecloudscm
@customerthink
@premierpapercm
@orac
@amslersarah

Top Mentioned in G7:
@infobip
@emilioinmotion
@marte
@getcyara
@martechseries
@leandata
@mainsah
@manish_sharma
@theconnorsgroup

Top Mentioned in G8:
@anthonyrochand
@8x8
@ventanaresearch
@kdawsonvr
@zdnet
@anaheimducks
@hondacenter
@semrush_fr
@sproutsocial
@ecommercemag_fr

Top Mentioned in G9:
@talkdesk
@twilio
@masvoz
@audrey_william
@ccw_digital
@jeannebliss
@enreach_group
@prodsight
@hsbc
@ecosystm360

Top Mentioned in G10:
@mhcommunicate
@davidjmaireles
@chidambara09
@sassoftwareuki
@jimmarous
@wswmuc
@gartner_inc
@jasonhenrichs
@jpnicols
@alloylabs

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@tesco
@americanair
@telmexsoluciona
@cybersec_feeds
@chidambara09
@gambiste1
@ejlazar
@xaelbot
@codedailybot

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@javascriptd
@cybersecurityn8
@aaroncuddeback
@ipythonistabot
@morolswediu

Top Tweeters in G2:
@tomoales
@dd_fafa_
@jasonsbradshaw
@shathamaskiry
@shareblog3
@trishofthetrade
@dd_bun_
@ddhs
@userexpnews
@dangalante

Top Tweeters in G3:
@marshacollier
@forbes
@inc
@designthinkbot
@wallybock
@googleplay
@shashib
@katenasser
@aretail
@gosquad22

Top Tweeters in G4:
@evankirstel
@artificialbra1n
@education_24x7
@bungobot1
@gdprai
@holgermu
@gdpr25thmay18
@manifattura40
@johnnosta
@riyadbank

Top Tweeters in G5:
@gezgintrk
@xzpwedvhhh37i3c
@akwyz
@gonzo_30531
@vrretweeter
@fastcompany
@grattonboy
@mediapost
@jeffsheehan
@technojeder

Top Tweeters in G6:
@shellykramer
@mistygirlph
@barendius
@premierpapercm
@ronald_vanloon
@jenstirrup
@startgrowthhack
@martymcpadden
@bobehayes
@augieray

Top Tweeters in G7:
@misao_asuka
@r___83___o
@eldokshe
@digitaldecoded1
@tanolanus2
@krishanmohankr6
@firozkh46754379
@carrizal_cdi
@meesa85
@hiringcare

Top Tweeters in G8:
@zdnet
@rldi_lamy
@cbultel_ecole
@anthonyrochand
@ukpowernetworks
@sproutsocial
@akaeserge
@yannlegales
@jeromemonange
@anaheimducks

Top Tweeters in G9:
@computerworldes
@justinherman
@karan_loona
@ciospain
@jeannebliss
@twilio
@idcspain
@idg_tv
@usdol
@mcgeesmith

Top Tweeters in G10:
@drrueckauf
@mench90
@lukeisaacson2
@archonsec
@hazloe3
@jimmarous
@shyamvaran
@ursbolt
@iainljbrown
@mkrigsman