#cx, Twitter, 7/3/2022 12:55:05 AM, 278927


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#cx_2022-07-02_17-07-30.xlsx
#cx_2022-07-02_17-07-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 03, 2022
Short Description:
#cx via NodeXL https://bit.ly/3P0Kdhu
@chidambara09
@pinakilaskar
@eli_krumova
@xceltrait
@cxtodaynews
@enilev
@pyscalellc
@mentalmarketer
@hyken
@anthonyrochand

Top hashtags:
#cx
#ai
#iot
#iiot
#digital
#bigdata
#fashiontech
#finserv
#datascientist
#smartcity

Description:
Description
The graph represents a network of 3,643 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, 03 July 2022 at 00:23 UTC.

The requested start date was Sunday, 03 July 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 5-day, 3-hour, 33-minute period from Monday, 27 June 2022 at 14:04 UTC to Saturday, 02 July 2022 at 17:38 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 : 3643
Unique Edges : 3563
Edges With Duplicates : 10783
Total Edges : 14346
Number of Edge Types : 5
MentionsInRetweet : 4873
Mentions : 3576
Retweet : 3915
Tweet : 1903
Replies to : 79
Self-Loops : 2507
Reciprocated Vertex Pair Ratio : 0.0397535281256211
Reciprocated Edge Ratio : 0.0764672146817052
Connected Components : 795
Single-Vertex Connected Components : 484
Maximum Vertices in a Connected Component : 2167
Maximum Edges in a Connected Component : 11749
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.139667
Graph Density : 0.000394262623375711
Modularity : 0.342205
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,643 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, 03 July 2022 at 00:23 UTC.

The requested start date was Sunday, 03 July 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 5-day, 3-hour, 33-minute period from Monday, 27 June 2022 at 14:04 UTC to Saturday, 02 July 2022 at 17:38 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:
[40] https://s2.radio.co/s532f0345f/listen
[29] https://thefinancialbrand.com/147840/meeting-increasing-digital-banking-expectations-research/?smedia-twt-jm
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278780
[21] -
[20] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-machinelearning-business-activity-6948494621509308416-brAV
[20] https://nichecx.com/cx-events
[17] https://www.linkedin.com/posts/pinakilaskar_aiskills-ml-programming-activity-6948108644492148736-LgEU
[17] https://www.sangoma.com/wp-content/uploads/The-Merging-of-Contact-Center-and-UC-eBook.pdf
[16] https://www.linkedin.com/posts/pinakilaskar_ai-machinelearning-python-activity-6947770628271665152-lvR2
[16] https://erikchristianjohnson.com/tips-help-ensure-customer-satisfaction/

Top URLs in Tweet in G1:
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278780
[18] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-machinelearning-business-activity-6948494621509308416-brAV
[16] https://www.linkedin.com/posts/pinakilaskar_aiskills-ml-programming-activity-6948108644492148736-LgEU
[15] https://www.linkedin.com/posts/pinakilaskar_ai-machinelearning-python-activity-6947770628271665152-lvR2
[12] https://cpix.me/a/147083982
[10] https://www.linkedin.com/posts/pinakilaskar_machinelearning-algorithm-data-activity-6948854589689344000-DwFN
[10] https://www.datasciencecentral.com/profiles/blogs/modern-marketing-analytics-and-the-modern-data-scientist
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278842
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278552
[9] https://www.youtube.com/watch?v=QZUECL6fPiQ&feature=youtu.be


Top URLs in Tweet in G2:
[8] https://youtu.be/jAn_6WJZrxg?utm_source=TWITTER&utm_medium=social-advocacy&utm_content=7182863726&utm_campaign=Customer+Intelligence
[7] https://www.cmswire.com/customer-experience/5-best-practices-for-using-ai-in-your-cx-strategy/
[6] http://brazilsfe.blogspot.com/2019/06/Omni-Channel-Marketing-Industria-Farmaceutica-e-de-Saude-01-Abordagens-Digitais-Comunicacao-com-os-Pacientes.html
[6] http://brazilsfe.blogspot.com/2019/06/Omni-Channel-Marketing-Industria-Farmaceutica-e-de-Saude-01-Abordagens-Digitais-Desenvolvimento-de-Medicamentos-e-Dados-do-Mundo-Real.html
[6] https://www.cmswire.com/digital-marketing/3-metrics-will-drive-marketing-outcomes-in-2022/
[6] https://www.cmswire.com/customer-experience/customer-journey-moments-that-matter-3-key-investment-areas/
[6] https://dy.si/9hZy7f
[5] https://salesfloor.net/
[5] https://dy.si/wW3zT
[4] https://smallbizcrm.com/

Top URLs in Tweet in G3:
[27] https://thefinancialbrand.com/147840/meeting-increasing-digital-banking-expectations-research/?smedia-twt-jm
[9] https://jai-un-pote-dans-la.com/nouvelles-habitudes-digitales-francais-2022/
[6] https://www.marketingaiinstitute.com/blog/artificial-intelligence-digital-transformation
[6] https://softclouds.com/cx-trends-2025.html?lang=en
[6] https://sproutsocial.com/insights/chatbot-marketing-examples/
[5] https://itsocial.fr/enjeux-it/enjeux-strategie/enjeu-digital/data-driven-une-approche-devenue-essentielle-aux-salaries/
[5] https://www.forbes.com/sites/serenitygibbons/2021/05/04/customer-experience-can-be-data-driven-heres-how/
[4] https://www.kissthebride.fr/chiffres-cles-marketing/les-chiffres-cles-du-marketing-juin-2022/
[4] https://www.bcg.com/publications/2022/the-declining-relevance-of-humans-in-delivering-positive-customer-interactions
[3] CX

Top URLs in Tweet in G4:
[12] https://www.linkedin.com/posts/lukesoon_darkside-ai-artificialintelligence-activity-6943390666873786368-qet9?utm_source=linkedin_share&utm_medium=member_desktop_web
[9] https://www.pwc.com/us/en/services/governance-insights-center/library/building-stakeholder-trust.html
[7] https://redirect.viglink.com?u=https%3A%2F%2Ftimesofindia.indiatimes.com%2Fblogs%2Fvoices%2Fhow-customer-experience-is-being-re-defined%2F&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[7] https://www.mycustomer.com/customer-experience/loyalty/customer-centricity-is-too-costly-and-disruptive
[6] https://www.protocol.com/newsletters/entertainment/metaverse-blockchain-gaming-newzoo-report
[6] https://www.mckinsey.com/business-functions/growth-marketing-and-sales/our-insights/how-the-operating-model-can-unlock-the-full-power-of-customer-experience
[6] https://www.mckinsey.com/business-functions/growth-marketing-and-sales/our-insights/cx-without-design-only-gets-you-halfway?cid=soc-web
[6] https://www.mckinsey.com/business-functions/growth-marketing-and-sales/our-insights/cx-without-design-only-gets-you-halfway
[5] https://news.google.com/articles/CAIiEMIFsJ8rY9K_eZwxCb4f_msqMwgEKioIACIQahDdYoJIyhwyC5l4IjKk9ioUCAoiEGoQ3WKCSMocMguZeCIypPYwkrjIBg?uo=CAUiT2h0dHBzOi8vaXRicmllZi5jb20uYXUvc3RvcnkvbWFydGVjaC1leHBlcnRzLXJldmVhbC10aGUtYnV6ei1vbi1wZXJzb25hbGlzYXRpb27SAQA&hl=en-SG&gl=SG&ceid=SG%3Aen
[5] https://www.mycustomer.com/customer-experience/engagement/why-primarks-decision-to-go-digital-could-damage-customer-experiences

Top URLs in Tweet in G5:
[9] https://www.constellationr.com/blog-news/totally-over-ordinary-time-rethink-whose-experience-needs-redesign
[8] https://www.avaya.com/blogs/creating-digital-banking-customer-experience/?utm_source=twitter&utm_medium=social&utm_campaign=blog
[5] https://connect.verint.com/b/customer-engagement/posts/new-verint-report-finds-78-of-customers-return-after-a-great-digital-experience?utm_source=Verint+blog&utm_id=Verint+blog+-+Josh+Ballard+-+New+Verint+Report+Finds+78%25+of+Customers+Return+After+a+Great+Digital+Experience+-+June+27,+2022+-+external+link&utm_content=Verint+blog+-+Josh+Ballard+-+New+Verint+Report+Finds+78%25+of+Customers+Return+After+a+Great+Digital+Experience+-+June+27,+2022+-+external+link
[5] https://www.nojitter.com/contact-center-customer-experience/introducing-new-verint-%E2%80%93-new-cloud-platform-and-more-ai?utm_content=buffer1884b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.vanillaplus.com/2022/05/30/69955-how-should-csps-select-and-design-the-right-omnichannel-solution-to-provide-exceptional-customer-experiences/
[4] https://www.cdw.com/content/cdw/en/services/amplified-services/data-analytics-services/intelligent-customer-experience.html?cm_ven=SocialMedia&cm_cat=twitter&cm_pla=MKT53707adu0000P0000&cm_ite=cdwcorp
[4] https://twitter.com/i/broadcasts/1BRJjnBLlaRJw
[4] https://www.hcltechsw.com/dx/dx-deploy?referrer=constellation
[3] https://contentrules.com/tpp/?utm_campaign=coschedule&utm_source=twitter&utm_medium=valswisher
[3] https://www.cxtoday.com/contact-centre/how-will-ai-change-the-status-quo-in-cx/

Top URLs in Tweet in G6:
[15] https://blogs.oracle.com/marketingcloud/post/marketing-mega-trends?source=:so:ch:or:awr::::&SC=:so:ch:or:awr::::&pcode=
[10] https://oftenimitatedpodcast.com/podcasts/unclog-your-cx/
[8] https://blogs.oracle.com/cx/post/new-cx-study-customer-happiness?source=:so:ch:or:awr::::&SC=:so:ch:or:awr::::&pcode=
[5] https://blogs.oracle.com/cx/post/importance-laughter-marketing-happiness-study?source=:so:ch:or:awr::::&SC=:so:ch:or:awr::::&pcode=
[5] https://www.oracle.com/customers/kubota-canada/?source=:so:ch:or:awr::::&SC=:so:ch:or:awr::::&pcode=
[3] https://www.oracle.com/cx/markie-awards/?source=:so:ch:or:dg::::&SC=:so:ch:or:dg::::&pcode=
[3] https://blogs.oracle.com/cx/post/embracing-change-finding-success-shifting-service-landscape?source=:so:ch:or:awr::::&SC=:so:ch:or:awr::::&pcode=
[2] https://apps.shopify.com/viewn-customer-data-platform
[2] https://www.marketingprofs.com/articles/2022/47419/four-things-tiktok-can-teach-us-about-presentations
[2] https://www.oracle.com/cx/markie-awards/?source=:so:tw:or:awr:odc:::LinkAtTop&SC=:so:tw:or:awr:odc:::LinkAtTop&pcode=

Top URLs in Tweet in G7:
[4] https://www.callcentrehelper.com/customer-experience-management-the-latest-thinking-210189.htm
[3] https://www.mycustomer.com/customer-experience/engagement/why-primarks-decision-to-go-digital-could-damage-customer-experiences
[3] https://www.callcentrehelper.com/what-is-customer-analytics-210426.htm
[2] https://ir.concentrix.com/news-releases/news-release-details/concentrix-reports-second-quarter-2022-results
[2] https://arteria.pl/pl/aktualnosci/tauron-klientem-arteria-customer-services
[2] https://gevekom.de/#aktuell
[2] https://thefinancialbrand.com/147168/customer-engagement-the-key-to-differentiation-in-banking/?utm_campaign=General
[2] Thought
[2] Leadership
[2] -

Top URLs in Tweet in G8:
[3] https://www.govevents.com/Carahsoft-Spring2022Webinar-CX-SM/
[2] https://enterprisersproject.com/article/2022/6/digital-transformation-how-foster-organizational-adoption
[2] https://www.techtarget.com/searchcio/feature/Ideas-CIOs-can-use-for-better-disruption-planning
[2] https://www.talkdesk.com/opentalk/los-angeles/
[2] https://www.linkedin.com/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fvideo%2Fevent%2Furn%3Ali%3AugcPost%3A6945304466065690624%2F
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FKorbundKollegen
[2] https://www.youtube.com/watch?v=t8hiRUiNXHY&feature=youtu.be

[1] https://okt.to/9gYA2S
[1] https://okt.to/mSRiKO
[1] https://okt.to/RzgVb3

Top URLs in Tweet in G9:
[5] https://www.forbes.com/sites/forbestechcouncil/2021/11/18/is-the-only-path-to-digital-transformation-via-perfect-customer-data/?utm_sq=h30evfaf68&sh=7f6ea7a322ce&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobetl2022
[4] https://business.adobe.com/blog/the-latest/infuse-personalization-into-every-customer-interaction?utm_sq=h2tiw6pshv&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobetl2022
[4] https://business.adobe.com/blog/the-latest/2022-digital-trends-retail-in-focus?utm_sq=h2tmcwhwdz&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobetl2022
[3] https://mailchi.mp/29f69ca82c9a/you-satisfy-customers-but-do-they-trust-you-13868320
[2] https://hbr.org/2021/12/designing-a-seamless-digital-experience-for-customers?utm_sq=h2tbyq2xzy&utm_source=twitter&utm_medium=social&utm_campaign=adobepartner&utm_content=adobetl2022
[2] https://www.socialmagnets.net/time-the-important-moments-of-experience/?utm_sq=h1x7ak5s5w&utm_source=twitter&utm_medium=social&utm_campaign=ross-quintana&utm_content=rosscontent
[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
[2] https://searchengineland.com/new-ways-to-approach-seo-in-2019-accountability-and-customer-experiences-309418?utm_sq=g233k6ucdr&utm_source=Twitter&utm_medium=social&utm_campaign=CXintersect&utm_content=CustomerExperience
[2] https://aremorch.com/hotels/new-technology-transactional-customer-experience-and-the-next-chapter-for-the-hotel-industry/?utm_sq=gmh2jk87b1&utm_source=twitter&utm_medium=social&utm_campaign=bizswell&utm_content=customerexperience
[2] https://www.adobe.com/experience-cloud/customer-experience-management.html?utm_sq=g231pcbvud&utm_source=Twitter&utm_medium=social&utm_campaign=TravisAllenSM&utm_content=CustomerExperience

Top URLs in Tweet in G10:
[7] -
[6] Customer
[2] https://keithdawson.ventanaresearch.com/customer-data-platforms-essential-for-effective-customer-experience?utm_campaign=Expertise
[2] Experience&utm_content=158220556&utm_medium=social&utm_source=twitter&hss_channel=tw-17992147
[2] https://enreach.es/blog/como-reimaginar-los-call-center-con-el-poder-de-la-ia-y-la-nube/#utm_source=Twitter&utm_medium=SM&utm_campaign=link-blog&utm_content=CCC&utm_term=23/09/21-11:25:00
[2] https://enreach.es/en/blog/how-to-reimagine-call-centers-with-the-power-of-ai-and-the-cloud/
[1] https://dy.si/w2DTRn2
[1] https://dy.si/9Zwd6N2
[1] https://www.terrapinn.com/template/live/landing/a0A4G00001gfCWhUAM/10588?utm_source=&utm_medium=landing-page&utm_campaign=-referral&utm_term=referral-marketing&utm_content=PA03915074
[1] https://www.8x8.com/blog/contact-center-predictions-customer-service-in-the-metaverse?utm_medium=social-media&utm_source=twitter&utm_campaign=7012J000001C6GV

Top Domains
Top Domains in Tweet in Entire Graph:
[180] linkedin.com
[117] okt.to
[111] forbes.com
[105] co.uk
[101] twitter.com
[97] dy.si
[87] voicestorm.com
[76] google.com
[74] cmswire.com
[69] youtube.com

Top Domains in Tweet in G1:
[97] linkedin.com
[78] co.uk
[47] nodexlgraphgallery.org
[41] forbes.com
[32] medium.com
[22] healthcareitnews.com
[18] trib.al
[17] youtube.com
[16] twitter.com
[16] postbeyond.com

Top Domains in Tweet in G2:
[31] cmswire.com
[26] voicestorm.com
[23] okt.to
[23] linkedin.com
[21] cvsoci.al
[21] blogspot.com
[16] dy.si
[16] twitter.com
[14] youtube.com
[12] forbes.com

Top Domains in Tweet in G3:
[36] thefinancialbrand.com
[18] forbes.com
[10] twitter.com
[9] softclouds.com
[9] jai-un-pote-dans-la.com
[6] bcg.com
[6] marketingaiinstitute.com
[6] gartner.com
[6] servicenow.com
[6] sproutsocial.com

Top Domains in Tweet in G4:
[54] google.com
[34] mycustomer.com
[31] cmswire.com
[30] mckinsey.com
[22] linkedin.com
[20] hyken.com
[15] forbes.com
[11] viglink.com
[10] youtube.com
[10] twitter.com

Top Domains in Tweet in G5:
[34] infl.tv
[29] cxtoday.com
[18] seismic.com
[10] avaya.com
[9] verint.com
[9] constellationr.com
[8] five9.com
[8] okt.to
[7] linkedin.com
[7] ujet.cx

Top Domains in Tweet in G6:
[54] oracle.com
[10] oftenimitatedpodcast.com
[9] customerthink.com
[7] genesys.com
[7] global.ntt
[5] cmswire.com
[5] forbes.com
[5] forrester.com
[5] sitespect.com
[5] gregkihlstrom.com

Top Domains in Tweet in G7:
[18] voicestorm.com
[15] okt.to
[9] callcentrehelper.com
[5] concentrix.com
[4] thefinancialbrand.com
[3] mycustomer.com
[3] fayedigital.com
[2] arteria.pl
[2] gevekom.de
[2] genpact.com

Top Domains in Tweet in G8:
[32] okt.to
[10] talkdesk.com
[3] techtarget.com
[3] youtube.com
[3] govevents.com
[2] enterprisersproject.com
[2] linkedin.com
[2] facebook.com
[2] radian6.com
[2] twitter.com

Top Domains in Tweet in G9:
[11] adobe.com
[8] forbes.com
[6] techtarget.com
[4] socialmagnets.net
[3] centercode.com
[3] mailchi.mp
[3] paper.li
[2] hbr.org
[2] searchengineland.com
[2] aremorch.com

Top Domains in Tweet in G10:
[35] dy.si
[6] ventanaresearch.com
[5] enreach.es
[5] okt.to
[3] 8x8.com
[2] ow.ly
[1] terrapinn.com
[1] wavecell.com
[1] nice.com
[1] bloomberg.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6409] cx
[2328] ai
[1820] iot
[1713] iiot
[1548] digital
[1543] bigdata
[1446] fashiontech
[1375] finserv
[1361] datascientist
[1356] smartcity



Top Hashtags in Tweet in G1:
[2584] cx
[1839] ai
[1731] iot
[1667] iiot
[1436] bigdata
[1411] fashiontech
[1326] smartcity
[1271] datascientist
[1261] mwc22
[1261] finserv

Top Hashtags in Tweet in G2:
[787] cx
[129] customerexperience
[65] marketing
[58] ai
[43] customerservice
[36] ux
[30] crm
[29] omnichannel
[29] ex
[26] contactcenter

Top Hashtags in Tweet in G3:
[469] cx
[163] ai
[159] digital
[115] marketing
[84] women
[82] finserv
[77] healthtech
[77] datascientist
[77] mwc22
[77] digitalhealth

Top Hashtags in Tweet in G4:
[432] cx
[184] custserv
[151] ex
[131] rox
[99] customerexperience
[94] designthinking
[86] experienceeconomy
[78] ai
[66] infinitejourneys
[50] futureofwork

Top Hashtags in Tweet in G5:
[253] cx
[81] digital
[55] ai
[36] contactcenter
[27] digitaltransformation
[24] cxnews
[22] personalization
[22] customerjourneys
[21] customerloyalty
[20] customerretention

Top Hashtags in Tweet in G6:
[187] cx
[48] marketing
[34] customerexperience
[25] digitalmarketing
[13] custserv
[13] podcast
[12] happinessreport
[11] data
[11] happiness
[10] custexp

Top Hashtags in Tweet in G7:
[91] cx
[18] cdwsocial
[14] banking
[13] ai
[11] chatbots
[9] contactcenter
[8] financial
[8] customerexperience
[8] customerservice
[7] joincdw

Top Hashtags in Tweet in G8:
[88] cx
[28] crm
[9] customerexperience
[7] opentalk22
[6] ai
[6] contactcenter
[5] stateandlocal
[4] digitaltransformation
[4] ex
[3] entrepreneur

Top Hashtags in Tweet in G9:
[70] cx
[24] customerexperience
[13] marketing
[11] digital
[7] ux
[7] custexp
[6] digitaltransformation
[5] personalization
[5] martech
[5] customercentricity

Top Hashtags in Tweet in G10:
[85] cx
[36] ccaas
[31] xcaas
[28] ex
[25] ucaas
[20] contactcenter
[16] voice
[16] microsoftteams
[15] nicetechnovation2022
[14] customerservice

Top Words
Top Words in Tweet in Entire Graph:
[6408] #cx
[2327] #ai
[1820] #iot
[1713] #iiot
[1550] #digital
[1543] #bigdata
[1446] #fashiontech
[1375] #finserv
[1361] #datascientist
[1356] #smartcity

Top Words in Tweet in G1:
[2584] #cx
[1839] #ai
[1731] #iot
[1667] #iiot
[1436] #bigdata
[1411] #fashiontech
[1326] #smartcity
[1271] #datascientist
[1261] #mwc22
[1261] #finserv

Top Words in Tweet in G2:
[786] #cx
[227] customer
[145] experience
[129] #customerexperience
[90] customers
[86] more
[70] cx
[65] #marketing
[59] learn
[58] #ai

Top Words in Tweet in G3:
[469] #cx
[163] #ai
[159] #digital
[115] #marketing
[103] enilev
[91] sebbourguignon
[84] labordeolivier
[84] #women
[82] #finserv
[79] chidambara09

Top Words in Tweet in G4:
[432] #cx
[202] customer
[184] #custserv
[153] #ex
[131] #rox
[122] mentalmarketer
[117] experience
[99] #customerexperience
[94] #designthinking
[86] #experienceeconomy

Top Words in Tweet in G5:
[253] #cx
[86] experience
[81] #digital
[79] verint
[78] customers
[76] customer
[55] #ai
[53] more
[48] learn
[47] read

Top Words in Tweet in G6:
[187] #cx
[70] customer
[50] help
[49] trends
[48] #marketing
[40] more
[38] need
[37] experience
[34] #customerexperience
[32] oraclemarketing

Top Words in Tweet in G7:
[91] #cx
[44] customer
[21] customers
[18] #cdwsocial
[18] gt
[16] more
[16] zendesk
[15] live
[14] #banking
[13] #ai

Top Words in Tweet in G8:
[88] #cx
[28] #crm
[24] sugarcrm
[22] customer
[21] more
[14] learn
[13] salesforce
[10] best
[10] sales
[9] help

Top Words in Tweet in G9:
[70] #cx
[46] customer
[24] #customerexperience
[19] experience
[13] digital
[13] #marketing
[12] adobepartner
[12] more
[12] customers
[12] great

Top Words in Tweet in G10:
[85] #cx
[63] 8x8
[36] #ccaas
[31] #xcaas
[30] more
[28] #ex
[26] read
[25] #ucaas
[22] customer
[20] #contactcenter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1690] #iot,#iiot
[1635] #ai,#iot
[1340] #cx,#women
[1339] #women,#ehealth
[1336] #datascientist,#mwc22
[1333] #digitalhealth,#cx
[1320] #healthtech,#datascientist
[1309] #ehealth,#finserv
[1304] #digital,#digitalhealth
[1301] #mwc22,#digital

Top Word Pairs in Tweet in G1:
[1647] #iot,#iiot
[1592] #ai,#iot
[1250] #cx,#women
[1249] #women,#ehealth
[1246] #datascientist,#mwc22
[1243] #digitalhealth,#cx
[1230] #healthtech,#datascientist
[1222] #ehealth,#finserv
[1216] #digital,#digitalhealth
[1214] #mwc22,#digital

Top Word Pairs in Tweet in G2:
[97] customer,experience
[44] #cx,#customerexperience
[43] #customerexperience,#cx
[26] customer,service
[23] gt,gt
[23] #joincdw,june
[23] june,28th
[23] 28th,10am
[23] 10am,ct
[23] ct,exclusive

Top Word Pairs in Tweet in G3:
[90] sebbourguignon,enilev
[88] #cx,#ai
[77] chidambara09,#healthtech
[77] #healthtech,#datascientist
[77] #datascientist,#mwc22
[77] #digital,#digitalhealth
[77] #digitalhealth,#cx
[77] #cx,#women
[77] #women,#ehealth
[76] #mwc22,#digital

Top Word Pairs in Tweet in G4:
[152] #cx,#custserv
[123] #custserv,#ex
[117] #ex,#rox
[72] customer,experience
[67] #rox,#experienceeconomy
[41] #experienceeconomy,#futureofwork
[39] #defi,#daos
[38] #daos,#nfts
[35] customer,service
[34] #futureofwork,#futureback

Top Word Pairs in Tweet in G5:
[34] customer,experience
[34] #digital,first
[28] #digital,experience
[27] 78,customers
[27] customers,return
[27] return,great
[27] great,#digital
[26] insights,verint
[26] experience,read
[25] fresh,insights

Top Word Pairs in Tweet in G6:
[24] need,help
[24] help,ciphering
[24] ciphering,latest
[24] latest,#marketing
[24] #marketing,trends
[24] help,discover
[24] discover,mega
[24] mega,trends
[22] trends,oraclemarketing
[22] oraclemarketing,help

Top Word Pairs in Tweet in G7:
[9] gt,gt
[8] budget,tools
[8] tools,spend
[8] spend,tracking
[8] tracking,credit
[8] credit,scores
[8] scores,customers
[8] customers,expect
[8] expect,more
[8] more,#banking

Top Word Pairs in Tweet in G8:
[10] #cx,#crm
[7] #customerexperience,#cx
[7] salesforce,public
[7] public,sector
[7] sector,president
[7] president,dave
[7] dave,rey
[7] rey,davesrey
[7] davesrey,recently
[7] recently,sat

Top Word Pairs in Tweet in G9:
[15] customer,experience
[10] #customerexperience,#cx
[8] read,more
[8] #cx,#customerexperience
[7] digital,transformation
[6] company,customer
[6] customer,attuned
[6] attuned,great
[6] great,roundup
[6] roundup,blogs

Top Word Pairs in Tweet in G10:
[26] #ex,#cx
[24] #ucaas,#ccaas
[21] read,more
[18] 8x8,#xcaas
[16] #xcaas,8x8
[16] 8x8,#voice
[16] #voice,#microsoftteams
[12] #ccaas,#ex
[12] according,bloomberg
[12] bloomberg,intelligence

Top Replied-To
Top Replied-To in Entire Graph:
@smallbizcrm
@iotchannel
@leslieo
@servicenow
@macys
@zendesk
@joepine
@firstpremiersd
@jtwatkin
@bilqisrz

Top Replied-To in G1:
@iotchannel
@kanezadiane

Top Replied-To in G2:
@smallbizcrm

Top Replied-To in G3:
@servicenow
@labordeolivier
@chidambara09
@leroymerlinfr
@picardsurgeles

Top Replied-To in G4:
@leslieo
@medallia
@ailsday
@jtwatkin
@customerisfirst
@harvardbiz
@simplr

Top Replied-To in G5:
@turo
@press1fornick
@five9
@lizkmiller
@intermedia_net
@asknicely
@zendesk
@oracle
@weareinmoment
@supportlogicinc

Top Replied-To in G6:
@joepine
@gartner
@qks_quadrant
@jeanniecw
@globalntt

Top Replied-To in G8:
@salesforce

Top Replied-To in G9:
@awardsinter

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@pinakilaskar
@enilev
@betamoroney
@fisheyebox
@mentalmarketer
@sebbourguignon
@verint
@labordeolivier
@khulood_almani

Top Mentioned in G1:
@chidambara09
@pinakilaskar
@enilev
@betamoroney
@fisheyebox
@kred
@eli_krumova
@seokonikaislam
@kanezadiane
@this0499154500

Top Mentioned in G2:
@getjenny
@mnmnotmail
@meetjeffdavis
@monika_aurumind
@usabilitygeek
@cdunnconsulting
@sylvaintips
@smallbizcrm
@consultingc3

Top Mentioned in G3:
@enilev
@sebbourguignon
@labordeolivier
@chidambara09
@khulood_almani
@anthonyrochand
@davidjmaireles
@jimmarous
@ipfconline1

Top Mentioned in G4:
@mentalmarketer
@uxmag
@hyken
@cmswire
@customerisfirst
@mckinsey
@marshacollier
@annettefranz
@billquiseng
@jtwatkin

Top Mentioned in G5:
@verint
@five9
@cxtodaynews
@lizkmiller
@evankirstel
@rslamoureux
@oracle
@avaya
@idohacohen
@constellationr

Top Mentioned in G6:
@oraclemarketing
@oraclecx
@forrester
@genesys
@tamarag
@davelfink
@rtarkoff
@kubotacanadaltd
@postie
@globalntt

Top Mentioned in G7:
@zendesk
@financialbrand
@concentrix
@nhinsight
@callcentrehelp
@digi_desk
@nicecxone
@ivank_nh
@genpact
@amcdermo

Top Mentioned in G8:
@sugarcrm
@salesforce
@salesforcegov
@davesrey
@executivebiz
@star2star
@talkdesk
@jesus_hoyos
@twieberneit
@carahsoft

Top Mentioned in G9:
@adobepartner
@peterlavers
@ttbusinesstech
@markhollyoake
@customerattuned
@ross_quintana
@cxintersect
@wimbledon
@alanthom90
@ibmuki

Top Mentioned in G10:
@8x8
@niceltd
@lbofhounslow
@bloomberg
@kdawsonvr
@enreach_es
@ventanaresearch
@sanjaygspeaks
@techcircleindia
@business

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@amazonhelp
@sectest9
@chidambara09
@xaelbot
@codedailybot
@bella623
@cybersecurityn8
@javascriptd
@delta

Top Tweeters in G1:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@aaroncuddeback
@fabriciosx
@hubofml
@codewithtwitchi
@rahul05ranjan

Top Tweeters in G2:
@intensive911
@ilmessaggeroit
@dasauge_jobs
@sutekinamiraie
@dogetalist
@caitlinkellynyc
@stockosaur_com
@mercymkushi
@brazilsfe
@jotace_lozano

Top Tweeters in G3:
@ottlegalrebels
@pizzahut
@nicochan33
@jamesvgingerich
@vrretweeter
@forbes
@shi4tech
@gvalan
@rldi_lamy
@meghanmbiro

Top Tweeters in G4:
@gezgintrk
@rockchristopher
@phycoinsc
@marshacollier
@juliebhunt
@rna
@designthinkbot
@inc
@fastcompany
@markhillary

Top Tweeters in G5:
@evankirstel
@yahoofinance
@pyscalellc
@wallybock
@shellykramer
@holgermu
@bcstrat
@jenstirrup
@avrohomg
@constellationr

Top Tweeters in G6:
@enriquen
@prosper_kenn
@robinheed
@claycun
@vikram_bot
@augieray
@marketingprofs
@blakemichellem
@colinshaw_cx
@drnatalie

Top Tweeters in G7:
@greentechdon
@mistygirlph
@danielnewmanuv
@zendesk
@financialbrand
@biztechmagazine
@nhinsight
@genpact
@callcentrehelp
@welfordroad

Top Tweeters in G8:
@ap
@adweek
@billybadbirrd
@salesforce
@jesus_hoyos
@executivebiz
@goveventsgroup
@mashia6
@carahsoft
@kerry_rea

Top Tweeters in G9:
@vonrosenchild
@moalsinc
@ross_quintana
@walgreens
@sallyeaves
@clearaction
@samsungus
@rikwalters
@bizswell
@wimbledon

Top Tweeters in G10:
@business
@wsj
@myitmedia
@msteamsbot
@anaheimducks
@tcrossmd
@techcircleindia
@ventanaresearch
@workingbnb
@lbofhounslow