#cx, Twitter, 5/29/2022 1:14:27 AM, 277242


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#cx_2022-05-28_17-07-30.xlsx
#cx_2022-05-28_17-07-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 29, 2022
Short Description:
#cx via NodeXL https://bit.ly/3wV2VR7
@chidambara09
@mentalmarketer
@fisheyebox
@kirkdborne
@hyken
@blakemichellem
@pyscalellc
@marketbuildr
@sallyeaves
@wswmuc

Top hashtags:
#cx
#ai
#datascientist
#digitalhealth
#healthtech
#mwc22
#women
#iiot
#ehealth
#ces2023

Description:
Description
The graph represents a network of 3,406 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 29 May 2022 at 00:20 UTC.

The requested start date was Sunday, 29 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 8-hour, 16-minute period from Tuesday, 24 May 2022 at 09:21 UTC to Saturday, 28 May 2022 at 17:37 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 3406
Unique Edges : 3178
Edges With Duplicates : 10724
Total Edges : 13902
Number of Edge Types : 5
Tweet : 1837
Retweet : 4036
MentionsInRetweet : 4566
Mentions : 3403
Replies to : 60
Self-Loops : 2579
Reciprocated Vertex Pair Ratio : 0.0405040504050405
Reciprocated Edge Ratio : 0.0778546712802768
Connected Components : 751
Single-Vertex Connected Components : 459
Maximum Vertices in a Connected Component : 1991
Maximum Edges in a Connected Component : 11555
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.361318
Graph Density : 0.000398709024326941
Modularity : 0.315644
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,406 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 29 May 2022 at 00:20 UTC.

The requested start date was Sunday, 29 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 8-hour, 16-minute period from Tuesday, 24 May 2022 at 09:21 UTC to Saturday, 28 May 2022 at 17:37 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #cx
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[43] https://www.datasciencecentral.com/profiles/blogs/modern-marketing-analytics-and-the-modern-data-scientist
[34] https://s2.radio.co/s532f0345f/listen
[24] http://play.google.com/store/apps/details?id=com.sevaexchange.sevax
[24] http://apps.apple.com/us/app/id1451705907
[23] https://insidebigdata.com/2022/05/26/the-value-of-artificial-intelligence-in-customer-data-platforms/
[22] https://blogs.sas.com/content/statelocalgov/2022/05/24/smart-city-heidelberg-hackathon-digital-transformation/
[22] https://jcafesin.com/2022/05/24/on-being-fat/
[22] -
[19] https://medium.com/microsoftazure/integrating-the-data-science-and-app-development-cycles-9845da423adc
[18] https://www.sevaxapp.com/

Top URLs in Tweet in G1:
[43] https://www.datasciencecentral.com/profiles/blogs/modern-marketing-analytics-and-the-modern-data-scientist
[22] https://insidebigdata.com/2022/05/26/the-value-of-artificial-intelligence-in-customer-data-platforms/
[22] https://jcafesin.com/2022/05/24/on-being-fat/
[20] https://blogs.sas.com/content/statelocalgov/2022/05/24/smart-city-heidelberg-hackathon-digital-transformation/
[19] https://medium.com/microsoftazure/integrating-the-data-science-and-app-development-cycles-9845da423adc
[15] https://www.linkedin.com/posts/pinakilaskar_machinelearning-artificialintelligence-nlp-activity-6935055300429234177-Z6BN
[12] https://7wdata.be/event/continuous-intelligence-how-no-code-democratizes-analysis/?utm_source=Twitter&utm_medium=Yves+Mulkers+[twitter]-Wall&utm_campaign=202:+Events+Affiliate+Promos+twitter
[11] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fgentle-introduction-to-2d-hand-pose-estimation-lets-code-it-6c82046d4acf
[10] https://www.healthcareitnews.com/news/telehealth-can-be-safe-technique-high-risk-pregnancies-study-shows?utm_content=208825474&utm_medium=social&utm_source=twitter&hss_channel=tw-32580204
[10] https://www.marketingaiinstitute.com/blog/is-my-marketing-job-going-to-be-replaced-by-artificial-intelligence

Top URLs in Tweet in G2:
[34] https://s2.radio.co/s532f0345f/listen
[6] https://www.cgsinc.com/blog/how-mixed-reality-reshaping-customer-experience-twar
[5] https://tweetedtimes.com/v/8731
[4] https://www.forumone.com/events/prioritizing-an-inclusive-customer-experience-in-government/?utm_campaign=cx_2022&utm_source=facebook,linkedin,twitter&utm_medium=social&utm_content=1653405623
[4] https://thestandardcio.com/2022/05/12/cambios-operativos-estos-3-los-impulso-la-pandemia/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://www.crm-tech.world/leadership-management/customer-experience-im-hotel-vier-jahreszeiten-in-hamburg/
[4] https://play.google.com/store/apps/details?id=com.smebusinessguide
[4] https://apps.apple.com/us/app/sme-business-guide-english/id1567375007
[3] https://diginomica.com/its-time-cx-change-can-sap-deliver
[3] https://www.expiviausa.com/podcasts/

Top URLs in Tweet in G3:
[13] https://www.scienceofcx.com/bryan-rutberg-transforming-customers-into-lustomers/
[11] https://love.3ccomms.com/en-us/love-and-profit-ebook
[10] https://www.scienceofcx.com/roy-osing-from-a-startup-to-1-billion/
[10] https://www.scienceofcx.com/
[8] https://katenasser.com/customer-experience-strategy-conquer-collaborate-leadership/#.YoocgPfu3fA.twitter
[7] http://customerservicedaily.com
[7] https://nichecx.com/cx-events
[5] https://katenasser.com/customer-experience-strategy-conquer-collaborate-leadership/
[4] Experience
[4] https://events.centrical.com/success2022/

Top URLs in Tweet in G4:
[7] http://customerthink.com/what-is-customer-journey-analytics/
[6] https://www.forbes.com/sites/blakemorgan/2018/05/14/the-future-of-customer-experience-people-plus-technology/#4c89c9931bc1
[5] https://hbr.org/2017/06/ai-can-comb-through-your-data-to-create-more-compelling-customer-experiences
[4] https://www.mycustomer.com/customer-experience/engagement/comparing-the-roi-of-different-customer-experience-strategies?utm_medium=email&utm_campaign=MYCTHU110620&utm_content=MYCTHU110620+CID_48afabdd4c8bdcde5c23e43ecf33cb2d&utm_source=internal_cm&utm_term=Comparing
[4] the
[4] ROI
[4] of
[4] different
[4] customer
[4] experience

Top URLs in Tweet in G5:
[12] https://www.constellationr.com/node/23370/apply
[11] https://web.cvent.com/event/3e0bae30-fdfb-4520-8442-7812640bb43f/summary
[9] https://kore.ai/
[8] -
[7] Customer
[6] https://www.callcentrehelper.com/how-ai-will-shape-future-voice-cx-207982.htm
[6] https://www.constellationr.com/events/axs/2022
[5] https://www.mycustomer.com/customer-experience/engagement/how-can-brands-mitigate-the-cx-impact-of-supply-chain-challenges
[5] https://www.mycustomer.com/customer-experience/loyalty/what-netflixs-customer-retention-crisis-teaches-us-about-cx
[4] https://www.weconnect.tech/five9-contact-centre/

Top URLs in Tweet in G6:
[12] https://code.likeagirl.io/human-centered-ai-user-need-based-approach-b819d504bec2?gi=66d29ee6ca9d
[7] http://news.andreasmunzel.com/?edition_id=03938110-ddcf-11ec-9d70-fa163ed80008
[5] https://thefinancialbrand.com/banking-podcasts/improving-customer-experiences-alternative-data-identity-truiloo-banking-transformed-podcast/?smedia-twt-jm
[3] https://thefinancialbrand.com/137917/7-proven-ways-to-improve-the-customer-experience-in-banking/
[3] https://www.weforum.org/agenda/2022/05/brazilians-are-adopting-digital-payments-faster-than-anyone-else-what-lessons-can-we-learn/
[3] https://www.forbes.com/sites/naveenjoshi/2022/05/21/losing-subscribers-get-to-the-root-of-your-churn-rate-woes-with-big-data-in-marketing-analytics/
[3] https://www.ericsson.com/en/blog/2022/4/why-the-5g-b2b-customer-experience-must-evolve?utm_medium=social_influencer&utm_source=twitter&utm_campaign=bdgs_BSS-B2BCX__20220504
[2] https://www.digitalbankingreport.com/trends/building-value-with-exceptional-customer-experiences/?smedia-twt-jm
[2] https://australianfintech.com.au/mobile-banking-apps-the-good-the-bad-and-the-ugly/
[2] https://www.theregister.com/2022/05/25/clearview_banks_schools/

Top URLs in Tweet in G7:
[14] https://7wdata.be/event/continuous-intelligence-how-no-code-democratizes-analysis/?utm_source=Twitter&utm_medium=7wData+[twitter]-Wall&utm_campaign=202:+Events+Affiliate+Promos+twitter
[12] https://www.kissthebride.fr/chiffres-cles-marketing/les-chiffres-cles-du-marketing-mai-2022/
[11] https://comarketing-news.fr/retail-le-numerique-comme-vecteur-de-croissance-en-2022/
[7] https://blog.iadvize.com/fr/accelerer-lomnicanal--un-imperatif-pour-lavenir/
[7] https://skeepers.io/fr/blog/avis-clients-savoir/
[7] https://www.presse-citron.net/neobanque-shine-depot-especes/
[3] https://www.journaldunet.com/ebusiness/commerce/1511943-le-metavers-nouvelle-frontiere-pour-la-grande-distribution/
[3] https://www.servicesmobiles.fr/lexperience-utilisateur-du-web3-est-nulle-80436
[3] https://www.influencia.net/comment-le-community-based-marketing-permet-de-renforcer-lattachement-a-une-marque/
[2] https://www.eficiens.com/insurely-manypets-partenariat/

Top URLs in Tweet in G8:
[4] https://reg.rf.oracle.com/flow/oracle/cloudworld/marketingsummitcfp/cfpHome/?source=:so:tw:or:dg:ocx:::RC_WWMK220426P00017C0001:WD22_CEX_EV_CO30_M8901_SO004YO32_DO1264_AO01_RO001&SC=:so:tw:or:dg:ocx:::RC_WWMK220426P00017C0001:WD22_CEX_EV_CO30_M8901_SO004YO32_DO1264_AO01_RO001&pcode=WWMK220426P00017C0001
[3] https://www.linkedin.com/pulse/none-us-clever-all-us-edition-26-colin-shaw-1e/?trackingId=pPteiLGfQ0uvWBrt7LNDEg==&utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://www.oracle.com/customers/gci/?source=:so:tw:or:awr:ocx:::&SC=:so:tw:or:awr:ocx:::&pcode=
[1] https://komarketing.com/industry-news/43-of-marketers-now-aim-to-offer-personalized-content-to-customers-4469/
[1] https://www.youtube.com/watch?v=uTf6OEvdVdI

[1] https://blogs.oracle.com/cx/post/idc-marketscape-names-oracle-leader-worldwide-manufacturing-service-life-cycle-management-platforms-vendor-assessment?source=:so:tw:or:awr:ocx:::&SC=:so:tw:or:awr:ocx:::&pcode=
[1] https://www.youtube.com/watch?v=hCXtNTs1n-Y

[1] https://dy.si/PeXpcq
[1] https://dy.si/5bmHW
[1] https://blogs.oracle.com/marketingcloud/post/oracle-streamlined-martech-customer-experience?source=:so:tw:or:awr:omc:::&SC=:so:tw:or:awr:omc:::&pcode=

Top URLs in Tweet in G9:
[3] https://sviaccelerator.com/innovation-trailblazers-webinar-series-insurance-accelerated-digitally-powering-growth-property-casualty-2022/#group_A0082
[3] https://www.zoho.com/news/zoho-unifies-marketing-operations-with-new-platform.html
[2] https://www.rgax.com/blog/embedded-finance-embedded-life-insurance-lessons-learned
[2] https://cloudblogs.microsoft.com/dynamics365/bdm/2022/05/04/how-to-foster-customer-loyalty-through-personalized-experiences/
[2] https://europe.autonews.com/guest-columnist/artificial-intelligence-auto-insurance-will-give-more-power-car-owners
[2] https://www.youtube.com/watch?v=-joXCgFBlKU&feature=youtu.be

[2] https://www.quirks.com/articles/5-customer-experience-trends-to-watch-in-2022
[2] https://www.tecrivulet.com/
[1] https://okt.to/HBKDGZ
[1] https://okt.to/3GCqAz

Top URLs in Tweet in G10:
[2] https://sloanreview.mit.edu/article/the-neuroscience-of-customer-experience/
[2] https://de.wikipedia.org/wiki/Malcom_McLean
[1] https://paper.li/svenesser/1490105505?share_id=6e8ca250-de90-11ec-a283-fa163e6ccaff
[1] https://paper.li/svenesser/1490105505?share_id=19c99d10-dcfe-11ec-a283-fa163e6ccaff
[1] https://paper.li/svenesser/1490105505?share_id=43a8f760-ddc7-11ec-a283-fa163e6ccaff
[1] https://www.futurebridge.com/blog/product-as-a-service-the-shifting-model-in-industrial-machinery/
[1] https://www.mckinsey.com/industries/private-equity-and-principal-investors/our-insights/digitally-native-brands-born-digital-but-ready-to-take-on-the-world
[1] https://venturebeat.com/2021/12/20/the-metaverse-who-will-be-securing-it-and-how/
[1] https://www.gartner.com/en/newsroom/press-releases/2022-05-18-gartner-survey-reveals-significant-shifts-in-ceo-thinking-on-sustainability-workforce-issues-and-inflation-in-2022
[1] https://www.zdnet.com/article/the-trillions-spent-on-digital-transformation-seem-invisible-to-customers/

Top Domains
Top Domains in Tweet in Entire Graph:
[216] okt.to
[151] forbes.com
[126] medium.com
[117] twitter.com
[101] google.com
[96] linkedin.com
[82] cmswire.com
[78] dy.si
[56] datasciencecentral.com
[53] youtube.com

Top Domains in Tweet in G1:
[113] medium.com
[82] forbes.com
[55] datasciencecentral.com
[41] linkedin.com
[41] google.com
[36] techcrunch.com
[32] co.uk
[28] com.au
[26] filling-space.com
[23] insidebigdata.com

Top Domains in Tweet in G2:
[34] radio.co
[17] linkedin.com
[17] twitter.com
[15] cvsoci.al
[14] dy.si
[11] forbes.com
[11] okt.to
[9] sap.com
[8] blogspot.com
[8] inmoment.com

Top Domains in Tweet in G3:
[35] scienceofcx.com
[18] hyken.com
[16] forbes.com
[15] katenasser.com
[15] nichecx.com
[14] clootrack.com
[11] twitter.com
[11] 3ccomms.com
[8] youtube.com
[8] cx-journey.com

Top Domains in Tweet in G4:
[165] okt.to
[31] cmswire.com
[25] customerthink.com
[13] forbes.com
[10] smartcustomerservice.com
[9] technative.io
[8] nojitter.com
[8] bcg.com
[7] pointillist.com
[7] forrester.com

Top Domains in Tweet in G5:
[24] infl.tv
[24] mycustomer.com
[23] seismic.com
[18] constellationr.com
[17] dy.si
[14] cxtoday.com
[11] callcentrehelper.com
[11] kore.ai
[11] avaya.com
[11] cvent.com

Top Domains in Tweet in G6:
[19] forbes.com
[13] thefinancialbrand.com
[12] likeagirl.io
[7] andreasmunzel.com
[5] venturebeat.com
[4] medium.com
[4] healthcareitnews.com
[4] weforum.org
[4] techcrunch.com
[3] businessinsider.com

Top Domains in Tweet in G7:
[14] 7wdata.be
[13] kissthebride.fr
[11] comarketing-news.fr
[8] skeepers.io
[7] iadvize.com
[7] presse-citron.net
[4] eficiens.com
[3] visionarymarketing.com
[3] journaldunet.com
[3] servicesmobiles.fr

Top Domains in Tweet in G8:
[24] dy.si
[9] oracle.com
[3] cardnotpresent.com
[3] twitter.com
[3] linkedin.com
[2] youtube.com
[1] komarketing.com
[1] salesandmarketing.com
[1] clear.sale
[1] cmswire.com

Top Domains in Tweet in G9:
[11] okt.to
[5] playvox.com
[4] youtube.com
[3] sviaccelerator.com
[3] zoho.com
[3] contactcenterhub.es
[3] quirks.com
[3] forrester.com
[2] rgax.com
[2] microsoft.com

Top Domains in Tweet in G10:
[4] mckinsey.com
[4] gartner.com
[3] paper.li
[3] mit.edu
[3] venturebeat.com
[3] dashnetwork.com
[2] wikipedia.org
[2] zdnet.com
[2] information-age.com
[2] agilitypr.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5637] cx
[3147] ai
[2297] datascientist
[1944] digitalhealth
[1921] healthtech
[1918] mwc22
[1911] women
[1898] iiot
[1894] ehealth
[1873] ces2023



Top Hashtags in Tweet in G1:
[2570] ai
[2014] cx
[1960] datascientist
[1617] digitalhealth
[1608] iiot
[1594] mwc22
[1594] healthtech
[1588] women
[1578] ehealth
[1562] ces2023

Top Hashtags in Tweet in G2:
[676] cx
[126] customerexperience
[36] marketing
[27] ux
[26] crm
[25] contactcenter
[23] customerservice
[20] digital
[16] ai
[15] ex

Top Hashtags in Tweet in G3:
[321] cx
[83] customerexperience
[53] customerservice
[45] custexp
[39] stevepappas
[38] custserv
[37] cxconnoisseur
[28] scienceofcx
[26] strategy
[20] africa

Top Hashtags in Tweet in G4:
[557] cx
[118] customerexperience
[116] ilive22
[98] ai
[82] makeexperiencesflow
[66] digitalhealth
[66] datascientist
[65] mwc22
[64] healthtech
[64] women

Top Hashtags in Tweet in G5:
[318] cx
[78] ai
[68] contactcenter
[54] customerexperience
[30] analytics
[29] ccaas
[26] engage22
[24] partnerpowered
[24] customerservice
[22] customerengagement

Top Hashtags in Tweet in G6:
[235] cx
[181] ai
[153] datascientist
[151] digitalhealth
[150] mwc22
[150] healthtech
[150] women
[150] ehealth
[150] ces2023
[140] ml

Top Hashtags in Tweet in G7:
[66] cx
[28] socialmedia
[26] marketing
[22] dataanalytics
[20] behavioranalytics
[16] retail
[14] 7wdataevent
[12] digital
[11] numérique
[10] transfonum

Top Hashtags in Tweet in G8:
[57] cx
[12] marketing
[7] employeeexperience
[7] ecommerce
[4] fieldservice
[4] ocw
[4] cloudworld
[4] cxstrategy
[3] custserv
[3] b2b

Top Hashtags in Tweet in G9:
[76] cx
[12] crm
[10] customerexperience
[6] insurtech
[6] insurance
[5] latam
[5] insights
[4] sugarconnected
[4] data
[4] mrx

Top Hashtags in Tweet in G10:
[62] cx
[27] customerexperience
[13] ai
[9] strategy
[7] experience
[7] digitaltransformation
[7] data
[6] ecommerce
[5] datadriven
[5] marketing

Top Words
Top Words in Tweet in Entire Graph:
[5636] #cx
[3147] #ai
[2297] #datascientist
[1944] #digitalhealth
[1921] #healthtech
[1918] #mwc22
[1911] #women
[1898] #iiot
[1894] #ehealth
[1873] #ces2023

Top Words in Tweet in G1:
[2570] #ai
[2014] #cx
[1960] #datascientist
[1617] #digitalhealth
[1608] #iiot
[1594] #mwc22
[1594] #healthtech
[1588] #women
[1578] #ehealth
[1562] #ces2023

Top Words in Tweet in G2:
[675] #cx
[197] customer
[126] #customerexperience
[122] experience
[97] more
[84] customers
[73] service
[68] distinction
[65] join
[56] learn

Top Words in Tweet in G3:
[321] #cx
[143] customer
[83] #customerexperience
[81] cx
[76] experience
[66] customers
[57] more
[53] #customerservice
[51] episode
[50] great

Top Words in Tweet in G4:
[557] #cx
[293] gt
[160] customer
[118] #customerexperience
[116] #ilive22
[108] more
[98] #ai
[89] experience
[88] join
[82] #makeexperiencesflow

Top Words in Tweet in G5:
[318] #cx
[91] join
[89] more
[78] #ai
[75] customer
[71] verint
[68] #contactcenter
[67] cx
[65] june
[57] 2022

Top Words in Tweet in G6:
[235] #cx
[181] #ai
[153] #datascientist
[152] chidambara09
[151] #digitalhealth
[150] #mwc22
[150] #healthtech
[150] #women
[150] #ehealth
[150] #ces2023

Top Words in Tweet in G7:
[66] #cx
[53] anthonyrochand
[34] 2022
[28] #socialmedia
[26] #marketing
[22] #dataanalytics
[21] expérience
[20] #behavioranalytics
[20] 'continuous
[20] intelligence

Top Words in Tweet in G8:
[57] #cx
[27] experience
[26] customer
[16] customers
[15] oracle
[12] #marketing
[12] more
[12] learn
[12] data
[11] story

Top Words in Tweet in G9:
[76] #cx
[24] customer
[17] more
[12] customers
[12] #crm
[12] 2022
[11] sugarcrm
[10] insights
[10] #customerexperience
[10] experience

Top Words in Tweet in G10:
[62] #cx
[27] #customerexperience
[23] customer
[19] wswmuc
[15] experience
[14] customers
[14] make
[13] #ai
[13] one
[13] key

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1932] #digitalhealth,#datascientist
[1917] #datascientist,#mwc22
[1910] #cx,#women
[1900] #mwc22,#ai
[1893] #ai,#healthtech
[1891] #women,#ehealth
[1873] #ehealth,#ces2023
[1742] #iiot,#cx
[1740] #healthtech,#ml
[1732] #ml,#iiot

Top Word Pairs in Tweet in G1:
[1607] #digitalhealth,#datascientist
[1593] #datascientist,#mwc22
[1588] #cx,#women
[1579] #mwc22,#ai
[1576] #women,#ehealth
[1573] #ai,#healthtech
[1562] #ehealth,#ces2023
[1454] #iiot,#cx
[1451] #healthtech,#ml
[1446] #ml,#iiot

Top Word Pairs in Tweet in G2:
[70] customer,experience
[49] #cx,#customerexperience
[35] ideas,#cx
[35] cutting,edge
[35] personal,professional
[34] #customerexperience,#cx
[34] customer,service
[34] scott,mckain
[34] playing,distinction
[34] distinction,radio

Top Word Pairs in Tweet in G3:
[49] customer,experience
[42] #customerexperience,#cx
[35] #custexp,#stevepappas
[33] #stevepappas,#cxconnoisseur
[31] #cx,#custexp
[29] customer,service
[25] #customerservice,#customerexperience
[22] #cx,#customerexperience
[16] subscribe,#scienceofcx
[16] #scienceofcx,today

Top Word Pairs in Tweet in G4:
[128] gt,gt
[66] #digitalhealth,#datascientist
[65] #datascientist,#mwc22
[64] #mwc22,#ai
[64] #cx,#women
[63] #ai,#healthtech
[63] #women,#ehealth
[62] chidambara09,#digitalhealth
[62] #iiot,#cx
[62] #ehealth,#ces2023

Top Word Pairs in Tweet in G5:
[26] verint,#engage22
[25] orlando,june
[24] join,orlando
[22] june,13
[21] customer,experience
[21] actionable,insights
[21] 13,16
[20] need,stronger
[20] stronger,more
[20] more,actionable

Top Word Pairs in Tweet in G6:
[150] #digitalhealth,#datascientist
[150] #datascientist,#mwc22
[150] #mwc22,#ai
[150] #ai,#healthtech
[150] #cx,#women
[150] #women,#ehealth
[150] #ehealth,#ces2023
[139] chidambara09,#digitalhealth
[139] #healthtech,#ml
[138] #ml,#iiot

Top Word Pairs in Tweet in G7:
[21] #cx,#dataanalytics
[20] #dataanalytics,#behavioranalytics
[20] 'continuous,intelligence
[20] intelligence,code
[20] code,democratizes
[20] democratizes,analysis'
[19] 14,jun
[16] analysis',14
[14] thebloorgroup,eric_kavanagh
[14] eric_kavanagh,yvesmulkers

Top Word Pairs in Tweet in G8:
[11] customer,experience
[9] learn,oracle
[7] fusing,employee
[7] employee,experience
[7] experience,customer
[7] experience,essential
[7] essential,learn
[7] oracle,improves
[7] improves,#employeeexperience
[7] #employeeexperience,#cx

Top Word Pairs in Tweet in G9:
[7] customer,experience
[5] two,important
[5] important,topics
[5] topics,#cx
[5] #cx,vendors
[5] vendors,need
[5] need,solved
[5] solved,#latam
[5] #latam,jesus_hoyos
[5] jesus_hoyos,gives

Top Word Pairs in Tweet in G10:
[11] customer,experience
[8] #customerexperience,#cx
[6] experience,#cx
[6] #cx,leaders
[5] malcom,mclean
[5] mclean,rules
[5] rules,make
[5] make,ideas
[5] ideas,successful
[5] successful,make

Top Replied-To
Top Replied-To in Entire Graph:
@syniverse
@ailsday
@niceltd
@pinakilaskar
@baesman
@ebay
@focusbrands
@ashramachandran
@khulood_almani
@gregortbach

Top Replied-To in G1:
@pinakilaskar
@ashramachandran
@hyken

Top Replied-To in G2:
@jivox

Top Replied-To in G3:
@ailsday
@gregortbach
@katekorero
@tanujdiwan
@jtwatkin

Top Replied-To in G4:
@niceltd
@cmitfr
@novelvox
@getcyara
@textelnow
@helpshift
@zenarateaicoach

Top Replied-To in G5:
@five9

Top Replied-To in G6:
@ledaglyptis
@khulood_almani
@franckohrel

Top Replied-To in G7:
@anthonyrochand

Top Replied-To in G8:
@gregisenberg
@whartonknows

Top Replied-To in G9:
@zoho

Top Replied-To in G10:
@asapp

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@betamoroney
@enilev
@fisheyebox
@pinakilaskar
@kirkdborne
@mentalmarketer
@verint
@marketbuildr
@anthonyrochand

Top Mentioned in G1:
@chidambara09
@betamoroney
@enilev
@fisheyebox
@pinakilaskar
@kirkdborne
@andrewincontact
@mikequindazzi
@kred
@eli_krumova

Top Mentioned in G2:
@inspirefireco
@cxintersect
@chargebox
@celeas1
@peoplemetrics
@cdunnconsulting
@redk_uk
@red_ant

Top Mentioned in G3:
@hyken
@katenasser
@forbes
@customerisfirst
@royosing
@marshacollier
@ailsday
@stephaniethum
@annettefranz

Top Mentioned in G4:
@chidambara09
@marketbuildr
@barakeilam
@niceltd
@nicecxone
@cmswire
@blakemichellem
@customerthink
@mcgeesmith
@genesys

Top Mentioned in G5:
@verint
@five9
@constellationr
@rwang0
@8x8
@koredotai
@avaya
@five9_emea
@cxtodaynews
@metrigy

Top Mentioned in G6:
@chidambara09
@betamoroney
@sallyeaves
@yuhelenyu
@jimmarous
@briansolis
@damien_cabadi
@psb_dc
@davidjmaireles
@capgemini

Top Mentioned in G7:
@anthonyrochand
@7wdata
@scuba_inc
@thebloorgroup
@eric_kavanagh
@yvesmulkers
@comarketingnews
@skeepersgroup
@iadvize_fr
@nicolas2pinto

Top Mentioned in G8:
@oracle
@oraclecx
@google
@oraclemarketing
@mediafly
@beameryhq
@amazon
@meta
@rstuart85
@colinshaw_cx

Top Mentioned in G9:
@forrester
@jesus_hoyos
@sugarcrm
@callminer
@ujetcx
@sviaccelerator
@microsoft
@twieberneit
@zoho
@auronix

Top Mentioned in G10:
@wswmuc
@gartner_inc
@mitsmr
@future_shipping
@preciselydata
@cxlivetweets
@techcrunch
@sassoftware
@treasuredata
@dashnetwork_

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@sectest9
@filafresh
@chidambara09
@atthelp
@xaelbot
@codedailybot
@piyuanker12
@cybersecurityn8
@jfsebastian146

Top Tweeters in G1:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@jfsebastian146
@fabriciosx
@aldoceccarelli
@dataaugmented
@ottlegalrebels

Top Tweeters in G2:
@cas_2050001283
@intensive911
@celeas1
@dogetalist
@b3108
@victorvquijano
@ofelipeb
@brazilsfe
@masterkuniton
@cepymenews

Top Tweeters in G3:
@vonrosenchild
@rockchristopher
@tmobile
@phycoinsc
@marshacollier
@forbes
@twilli2861
@ijasonwu
@westjet
@ianmcalvert

Top Tweeters in G4:
@hdpr2016
@santchiweb
@vrretweeter
@hiringcare
@sminaev2015
@jeffsheehan
@wef
@digitaltransf11
@galactic_ditto
@technative

Top Tweeters in G5:
@piyuanker12
@evankirstel
@rwang0
@estreladanoite8
@yahoofinance
@tia97397692
@holgermu
@manifattura40
@bcstrat
@comunicatedigit

Top Tweeters in G6:
@nicochan33
@akwyz
@shi4tech
@ilovebooks786
@albertopetro2
@silentseawolf
@spirosmargaris
@adeyemoadekunl2
@shellykramer
@jblefevre60

Top Tweeters in G7:
@jeandoobs
@laveilletechno
@bayiskendr
@rldi_lamy
@aureliecoudouel
@7wdata
@chrisgeekworld
@cbultel_ecole
@anthonyrochand
@cathcervoni

Top Tweeters in G8:
@walmart
@cnbc
@google
@jazzpk
@mastercard
@commercegov
@colinshaw_cx
@johanlouwers
@amazon
@gregisenberg

Top Tweeters in G9:
@entrepreneur
@ucloudifyai
@ondeckeovideos
@jesus_hoyos
@lauriemccabe
@anglianwater
@youtube
@geone_ws
@richbohn
@msftdynamics365

Top Tweeters in G10:
@techcrunch
@a_abdulaziz_a
@corixpartners
@transform_sec
@djone01
@mercedesbenz
@sdgscolab
@bulldogreporter
@mitsmr
@wswmuc