#cx, Twitter, 4/4/2022 12:44:19 AM, 274223


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#cx_2022-04-03_16-58-09.xlsx
#cx_2022-04-03_16-58-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 04, 2022
Short Description:
#cx via NodeXL https://bit.ly/3K5QUgb
@chidambara09
@eli_krumova
@five9
@ronald_vanloon
@mentalmarketer
@evankirstel
@hyken
@greentechdon
@nicochan33
@kirkdborne

Top hashtags:
#cx
#datascientist
#ehealth
#women
#ces2023
#finserv
#cloud
#healthtech
#usa
#digitalhealth

Description:
Description
The graph represents a network of 3,582 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, 04 April 2022 at 00:19 UTC.

The requested start date was Sunday, 03 April 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, 13-hour, 31-minute period from Tuesday, 29 March 2022 at 10:13 UTC to Saturday, 02 April 2022 at 23:45 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 : 3582
Unique Edges : 3512
Edges With Duplicates : 10708
Total Edges : 14220
Number of Edge Types : 5
Retweet : 3866
MentionsInRetweet : 4643
Mentions : 3740
Tweet : 1883
Replies to : 88
Self-Loops : 2577
Reciprocated Vertex Pair Ratio : 0.0423382763808296
Reciprocated Edge Ratio : 0.0812371134020619
Connected Components : 851
Single-Vertex Connected Components : 521
Maximum Vertices in a Connected Component : 1926
Maximum Edges in a Connected Component : 11487
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.154206
Graph Density : 0.000378104491242086
Modularity : 0.322227
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,582 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, 04 April 2022 at 00:19 UTC.

The requested start date was Sunday, 03 April 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, 13-hour, 31-minute period from Tuesday, 29 March 2022 at 10:13 UTC to Saturday, 02 April 2022 at 23:45 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:
[39] https://www.forbes.com/sites/cognitiveworld/2022/03/05/the-evolving-data-landscape-in-state-governments/
[36] https://s2.radio.co/s532f0345f/listen
[32] https://www.zdnet.com/article/research-shows-that-the-employee-experience-is-a-driver-of-revenue-growth/
[28] https://www.kissthebride.fr/chiffres-cles-marketing/chiffres-cles-du-marketing-mars-2022/
[15] https://www.onespan.com/blog/evolving-attacks-mobile-apps?utm_campaign=blog&utm_medium=social&utm_source=twitter&utm_term=20220331-vhs
[14] https://www.forbes.com/sites/forbescommunicationscouncil/2022/03/30/digitalization-is-key-to-competing-in-this-new-era-of-customer-experience/
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274022
[13] -
[12] https://scitechdaily.com/large-hadron-collider-atlas-and-cms-collaborations-chase-the-invisible-with-the-higgs-boson/
[12] https://www.entrepreneur.com/article/419651

Top URLs in Tweet in G1:
[36] https://s2.radio.co/s532f0345f/listen
[34] https://www.forbes.com/sites/cognitiveworld/2022/03/05/the-evolving-data-landscape-in-state-governments/
[8] https://www.accenture.com/us-en/blogs/life-sciences/ai-delivering-improved-customer-experience?c=acn_glb_businessofexpersprinklradvocac_12903835&n=smc_0322
[5] https://www.business.att.com/products/att-intelligent-virtual-agent.html
[5] https://sp.pointi.jp/p/?a=rbf881776449
[4] https://www.avaya.com/blogs/archives/2021/11/customer_experience_trends_for_2022/?utm_source=twitter&utm_medium=social&utm_campaign=blog
[4] https://cx-revolution.com/?utm_medium=swat&utm_source=social&utm_campaign=attswat
[4] https://www.servicenow.co.uk/blogs/2022/reimagine-customer-experience-in-banking.html?utm_source=twitter&utm_campaign=advocacy&utm_medium=organicsocial&campid=59887&cmcid=25604243&cmpid=300226994&cid=s%3Adg%3Aall%3Aspkladv%3Aq221%3Asprinklradvocacy%3A2021%3Asn%3Aform
[4] https://www.crm-tech.world/leadership-management/customer-experience-im-hotel-vier-jahreszeiten-in-hamburg/
[4] 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

Top URLs in Tweet in G2:
[31] https://www.zdnet.com/article/research-shows-that-the-employee-experience-is-a-driver-of-revenue-growth/
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274022
[12] https://www.onespan.com/blog/evolving-attacks-mobile-apps?utm_campaign=blog&utm_medium=social&utm_source=twitter&utm_term=20220331-vhs
[11] https://www.forbes.com/sites/forbescommunicationscouncil/2022/03/30/digitalization-is-key-to-competing-in-this-new-era-of-customer-experience/
[10] https://www.entrepreneur.com/article/419651
[9] https://www.forbes.com/sites/barrycollins/2022/03/29/ai-handing-out-rough-justice-in-the-uk/?sh=79cd66786522
[9] https://scitechdaily.com/large-hadron-collider-atlas-and-cms-collaborations-chase-the-invisible-with-the-higgs-boson/
[9] https://newatlas.com/electronics/absolute-quantum-speed-limit-electronics/
[8] https://changsin.medium.com/the-wheel-of-data-56f88d81e250?source=rss------artificial_intelligence-5
[8] https://www.bankingdive.com/news/fdic-seeks-comments-on-bank-merger-policy/621122/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-03-28%20Banking%20Dive%20%5Bissue:40661%5D&utm_term=Banking%20Dive

Top URLs in Tweet in G3:
[9] http://customerservicedaily.com
[8] https://www-cmswire-com.cdn.ampproject.org/c/s/www.cmswire.com/customer-experience/5-best-practices-for-using-ai-in-your-cx-strategy/amp/
[8] https://cx-journey.com/2022/03/is-it-possible-to-put-empathy-into-action-and-at-scale.html
[8] https://www.gregkihlstrom.com/theagilebrandpodcast/people-process-technology-2
[6] https://tweetedtimes.com/v/8731
[5] -
[4] https://www.linkedin.com/pulse/what-daos-why-should-we-care-luke-soon
[4] https://www.mckinsey.com/business-functions/marketing-and-sales/our-insights/six-customer-experience-pitfalls-to-avoid?cid=other-eml-alt-mip-mck&hdpid=0f081770-757e-4499-816e-ffe07eff58fa&hctky=11920685&hlkid=539bb630e0854805b3f6811e990a4bfe
[4] https://www.mycustomer.com/sales/crm/why-the-second-wave-of-crm-adoption-is-so-important-to-cx-strategies
[4] https://www.cxnetwork.com/events-cxn-live-customer-journey-management/?utm_source=Twitter&utm_medium=Social&utm_campaign=42382.002

Top URLs in Tweet in G4:
[9] https://webdesignledger.com/5-web-design-trends-that-unfolded-in-2021/
[6] https://appinventiv.com/blog/importance-user-experience-research-iot-solutions/
[6] https://www.linkedin.com/pulse/what-daos-why-should-we-care-luke-soon
[5] https://techcrunch.com/2022/03/30/slice-upi-phonepe-google-pay-india-mobile-payments/
[5] https://www.forbes.com/sites/cognitiveworld/2022/03/05/the-evolving-data-landscape-in-state-governments/
[5] https://www.amdocs.com/products-services/ai-data-platform
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273269
[5] https://blog.hcltechsw.com/commerce/is-customer-behaviour-analytics-on-your-radar-with-increasing-digital-sales-it-should-be/
[5] https://www.arabianbusiness.com/industries/banking-finance/saudis-central-bank-grants-licences-to-three-fintech-smes-including-mobily-pay?utm_source=dlvr.it&utm_medium=twitter
[4] https://news.google.com/articles/CBMiaGh0dHBzOi8vd3d3LnpkbmV0LmNvbS9hcnRpY2xlL3Jlc2VhcmNoLXNob3dzLXRoYXQtdGhlLWVtcGxveWVlLWV4cGVyaWVuY2UtaXMtYS1kcml2ZXItb2YtcmV2ZW51ZS1ncm93dGgv0gFzaHR0cHM6Ly93d3cuemRuZXQuY29tL2dvb2dsZS1hbXAvYXJ0aWNsZS9yZXNlYXJjaC1zaG93cy10aGF0LXRoZS1lbXBsb3llZS1leHBlcmllbmNlLWlzLWEtZHJpdmVyLW9mLXJldmVudWUtZ3Jvd3RoLw?hl=en-SG&gl=SG&ceid=SG%3Aen

Top URLs in Tweet in G5:
[5] https://dy.si/wW3zT
[5] https://www.cmswire.com/customer-experience/customer-journey-moments-that-matter-3-key-investment-areas/
[5] https://dy.si/9hZy7f
[5] https://www.cmswire.com/digital-marketing/3-metrics-will-drive-marketing-outcomes-in-2022/
[4] http://ddsk.co/2biea
[3] http://ddsk.co/2bifg
[2] https://oftenimitatedpodcast.com/podcasts/mixing-the-best-cx-cocktail/
[2] https://www.mycustomer.com/customer-experience/engagement/why-theres-a-cx-empathy-gap-and-how-to-close-it
[2] https://www.forrester.com/blogs/three-tips-for-staffing-your-cx-team/
[2] https://event.on24.com/wcc/r/3641716/97FED92FD5AD389395E3C6E52511D057

Top URLs in Tweet in G6:
[2] https://www.amdocs.com/products-services/ai-data-platform
[1] https://twitter.com/Ronald_vanLoon/status/1509546059047047175
[1] https://twitter.com/nikinev/status/1509557471182000129
[1] https://thefinancialbrand.com/133077/the-ultimate-banking-customer-engagement-playbook-cx-trends/
[1] https://tweetedtimes.com/v/9144

Top URLs in Tweet in G8:
[6] https://technative.io/alexa-how-will-voice-technology-define-2022/
[4] https://technative.io/harnessing-data-to-revive-the-high-street/
[3] https://thefinancialbrand.com/133077/the-ultimate-banking-customer-engagement-playbook-cx-trends/
[3] https://thefinancialbrand.com/banking-podcasts/contextual-engagement-data-and-ai-analytics-banking-transformed-podcast/?smedia-twt-jm
[2] https://earth911.com/podcast/earth911-podcast-epams-dan-smythe-on-sustainability-and-consumer-influence/
[2] https://www.digitalbankingreport.com/trends/building-value-with-exceptional-customer-experiences/?smedia-twt-jm
[2] https://thefinancialbrand.com/128429/banks-not-delivering-experience-consumers-demand-cx-martech/?smedia-twt-jm
[2] https://thefinancialbrand.com/128429/banks-not-delivering-experience-consumers-demand-cx-martech/
[2] https://www.marketingweek.com/octopus-cx-marketing/
[2] https://www.cmswire.com/digital-experience/is-your-customer-experience-data-driven-great-now-how-good-is-your-data/

Top URLs in Tweet in G9:
[3] https://connect.verint.com/b/customer-engagement/posts/did-you-hear-verint-wins-multiple-industry-awards-for-delivering-excellence-in-knowledge-management?utm_source=Verint+blog&utm_id=Verint+blog+-+Amy+Curry+-+Did+You+Hear%3F+Verint+Wins+Multiple+Industry+Awards+for+Delivering+Excellence+in+Knowledge+Management+-+February+11,+2022+-+external+link&utm_content=Verint+blog+-+Amy+Curry+-+Did+You+Hear%3F+Verint+Wins+Multiple+Industry+Awards+for+Delivering+Excellence+in+Knowledge+Management+-+February+11,+2022+-+external+link
[3] https://connect.verint.com/b/customer-engagement/posts/verint-speakers-in-april-expanding-the-benefits-of-wfm-and-km-across-the-enterprise-and-addressing-disruption-as-usual?utm_source=Verint+blog&utm_id=Verint+blog+-+Susanne+Pitts+-+Verint+Speakers+in+April:+Expanding+the+Benefits+of+WFM+and+KM+Across+the+Enterprise+and+Addressing+%E2%80%9CDisruption+as+Usual%E2%80%9D++-+March+29,+2022+-+external+link&utm_content=Verint+blog+-+Susanne+Pitts+-+Verint+Speakers+in+April:+Expanding+the+Benefits+of+WFM+and+KM+Across+the+Enterprise+and+Addressing+%E2%80%9CDisruption+as+Usual%E2%80%9D++-+March+29,+2022+-+external+link
[2] https://www.constellationr.com/node/23370/apply
[2] https://hbr.org/2022/03/customer-experience-in-the-age-of-ai
[2] https://www.forbes.com/sites/forbestechcouncil/2022/03/22/can-brands-take-back-control-of-the-customer-journey/?sh=4287fa9a3c7e
[2] https://www.metrigy.com/research/the-technology-value-proposition/
[2] https://www.metrigy.com/metrisight-video/
[2] https://marketinginsidergroup.com/content-marketing/3-ways-to-map-content-to-the-buyer-journey/
[1] https://okt.to/DRBSt8
[1] https://okt.to/yXYtdO

Top URLs in Tweet in G10:
[23] https://www.kissthebride.fr/chiffres-cles-marketing/chiffres-cles-du-marketing-mars-2022/
[8] https://www.maddyness.com/2022/03/30/ux-research-la-poule-aux-oeufs-dor-des-marques/
[6] https://www.marketing-professionnel.fr/tribune-libre/metavers-reinventer-experience-client-202204.html
[3] https://liveramp.fr/blog/retail-media-adaptez-strategie-marketing-aux-nouveaux-consommateurs/
[2] https://fr.blog.businessdecision.com/rarefaction-des-donnees-clients-comment-proposer-une-experience-personnalisee/
[2] https://sproutsocial.com/insights/whatsapp-marketing/
[2] https://www.prestashop.com/fr/blog/tendances-ecommerce-2022
[1] https://www.omniconvert.com/blog/12-vital-key-performance-indicators-any-marketer-should-monitor/
[1] https://blog.avanci.fr/r%C3%A9conciliation-des-donn%C3%A9es-clients-online-et-offline-quels-outils
[1] https://avanci.fr/

Top Domains
Top Domains in Tweet in Entire Graph:
[202] forbes.com
[200] google.com
[176] dy.si
[148] okt.to
[139] twitter.com
[124] globalfintechseries.com
[122] linkedin.com
[115] medium.com
[104] co.uk
[62] cmswire.com

Top Domains in Tweet in G1:
[46] forbes.com
[36] radio.co
[35] okt.to
[27] twitter.com
[20] blogspot.com
[18] linkedin.com
[10] dy.si
[9] avaya.com
[8] accenture.com
[8] smh.re

Top Domains in Tweet in G2:
[94] globalfintechseries.com
[93] forbes.com
[74] medium.com
[65] co.uk
[41] analyticsinsight.net
[39] einnews.com
[36] phys.org
[35] zdnet.com
[34] finextra.com
[28] google.com

Top Domains in Tweet in G3:
[75] google.com
[28] mycustomer.com
[25] twitter.com
[24] linkedin.com
[20] youtube.com
[19] cx-journey.com
[18] hyken.com
[14] customerthink.com
[11] forbes.com
[10] cmswire.com

Top Domains in Tweet in G4:
[70] google.com
[30] globalfintechseries.com
[27] linkedin.com
[25] forbes.com
[15] co.uk
[15] finextra.com
[14] twitter.com
[12] insurancebusinessmag.com
[10] medium.com
[9] webdesignledger.com

Top Domains in Tweet in G5:
[32] dy.si
[25] okt.to
[17] cmswire.com
[10] cxtoday.com
[7] ddsk.co
[7] five9.com
[6] oracle.com
[5] co.uk
[5] feathr.co
[4] destinationcrm.com

Top Domains in Tweet in G6:
[2] amdocs.com
[2] twitter.com
[1] thefinancialbrand.com
[1] tweetedtimes.com

Top Domains in Tweet in G8:
[14] technative.io
[11] thefinancialbrand.com
[3] forbes.com
[2] earth911.com
[2] digitalbankingreport.com
[2] marketingweek.com
[2] cmswire.com
[2] futurumresearch.com
[2] julienrio.com
[2] copc.com

Top Domains in Tweet in G9:
[45] okt.to
[22] infl.tv
[10] google.com
[7] verint.com
[5] forbes.com
[5] metrigy.com
[3] linkedin.com
[3] hbr.org
[2] constellationr.com
[2] cmswire.com

Top Domains in Tweet in G10:
[23] kissthebride.fr
[8] maddyness.com
[6] marketing-professionnel.fr
[4] sco.lt
[3] comarketing-news.fr
[3] liveramp.fr
[2] businessdecision.com
[2] avanci.fr
[2] sproutsocial.com
[2] prestashop.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6473] cx
[2348] datascientist
[2338] ehealth
[2336] women
[2315] ces2023
[2264] finserv
[2185] cloud
[2023] healthtech
[1988] usa
[1882] digitalhealth



Top Hashtags in Tweet in G1:
[744] cx
[126] customerexperience
[40] marketing
[39] automation
[36] customerservice
[35] ai
[34] smartcity
[30] crm
[29] ux
[27] omnichannel

Top Hashtags in Tweet in G2:
[2215] cx
[1921] datascientist
[1914] ehealth
[1912] women
[1894] ces2023
[1838] finserv
[1743] cloud
[1702] usa
[1655] healthtech
[1509] digitalhealth

Top Hashtags in Tweet in G3:
[610] cx
[215] custserv
[181] customerexperience
[166] ex
[163] rox
[131] experienceeconomy
[130] designthinking
[123] infinitejourneys
[120] futureofwork
[117] futureback

Top Hashtags in Tweet in G4:
[692] cx
[404] datascientist
[402] women
[402] ehealth
[399] ces2023
[380] cloud
[380] finserv
[352] digitalhealth
[347] healthtech
[288] ai

Top Hashtags in Tweet in G5:
[224] cx
[39] five9
[21] customerexperience
[19] marketing
[18] contactcenter
[18] cdp
[18] data
[15] partnerpowered
[15] cpexpo
[14] custserv

Top Hashtags in Tweet in G6:
[115] cx
[97] data
[20] ai
[12] mi
[12] robotics
[9] robot
[9] artificialintelligence
[4] digital
[3] automation
[3] industry40

Top Hashtags in Tweet in G7:
[103] تجربة_العميل
[103] cx

Top Hashtags in Tweet in G8:
[75] cx
[16] customerexperience
[15] retail
[14] ai
[10] itops
[10] banking
[9] data
[9] connectivity
[9] scaling
[9] metaverse

Top Hashtags in Tweet in G9:
[139] cx
[55] digital
[32] ai
[32] km
[31] wfm
[25] cxone
[24] engagementcapacitygap
[23] employeeexperience
[22] ilive22
[20] contactcenter

Top Hashtags in Tweet in G10:
[38] marketing
[37] transfonum
[36] cx
[34] socialmedia
[10] retail
[7] ecommerce
[6] métavers
[6] vr
[6] metaverse
[6] expérienceclient

Top Words
Top Words in Tweet in Entire Graph:
[6475] #cx
[2348] #datascientist
[2338] #ehealth
[2336] #women
[2315] #ces2023
[2264] #finserv
[2185] #cloud
[2023] #healthtech
[1988] #usa
[1882] #digitalhealth

Top Words in Tweet in G1:
[743] #cx
[235] customer
[130] experience
[126] #customerexperience
[95] more
[85] cx
[77] customers
[72] distinction
[71] gt
[64] improve

Top Words in Tweet in G2:
[2216] #cx
[1921] #datascientist
[1914] #ehealth
[1912] #women
[1894] #ces2023
[1838] #finserv
[1743] #cloud
[1702] #usa
[1655] #healthtech
[1509] #digitalhealth

Top Words in Tweet in G3:
[610] #cx
[237] customer
[215] #custserv
[181] #customerexperience
[166] #ex
[163] #rox
[131] #experienceeconomy
[130] #designthinking
[123] #infinitejourneys
[120] #futureofwork

Top Words in Tweet in G4:
[693] #cx
[407] chidambara09
[404] #datascientist
[402] #women
[402] #ehealth
[399] #ces2023
[380] #cloud
[380] #finserv
[352] #digitalhealth
[347] #healthtech

Top Words in Tweet in G5:
[224] #cx
[98] customer
[65] five9
[48] learn
[41] more
[40] data
[39] #five9
[33] metrics
[32] join
[30] experience

Top Words in Tweet in G6:
[115] #cx
[115] ronald_vanloon
[105] intelligntworld
[105] guest
[105] host
[105] maribellopez
[97] #data
[97] edo
[97] segal
[96] ai

Top Words in Tweet in G7:
[103] النجاح
[103] في
[103] #تجربة_العميل
[103] #cx
[102] abdulazizosime

Top Words in Tweet in G8:
[75] #cx
[35] customer
[26] experience
[18] compete
[17] data
[17] insights
[16] #customerexperience
[16] ai
[16] psb_dc
[15] #retail

Top Words in Tweet in G9:
[139] #cx
[91] gt
[56] verint
[55] #digital
[43] april
[38] join
[38] benefits
[35] speakers
[34] enterprise
[32] #ai

Top Words in Tweet in G10:
[38] #marketing
[37] #transfonum
[36] #cx
[35] anthonyrochand
[34] #socialmedia
[28] 2022
[26] clés
[24] chiffres
[24] mars
[24] _kissthebride_

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2335] #women,#ehealth
[2331] #cx,#women
[2266] #ehealth,#ces2023
[2203] #ces2023,#finserv
[2016] #healthtech,#datascientist
[1700] #digitalhealth,#cloud
[1377] chidambara09,#healthtech
[1369] #usa,#cx
[1040] #cloud,#usa
[855] #datascientist,#digitalhealth

Top Word Pairs in Tweet in G1:
[73] customer,experience
[49] #cx,#customerexperience
[40] improve,#cx
[37] personal,professional
[36] data,driven
[36] scott,mckain
[36] playing,distinction
[36] distinction,radio
[36] radio,join
[36] join,cutting

Top Word Pairs in Tweet in G2:
[1912] #women,#ehealth
[1908] #cx,#women
[1849] #ehealth,#ces2023
[1805] #ces2023,#finserv
[1649] #healthtech,#datascientist
[1373] #digitalhealth,#cloud
[1085] #usa,#cx
[1020] chidambara09,#healthtech
[805] #cloud,#usa
[690] #ai,#digitalhealth

Top Word Pairs in Tweet in G3:
[164] #cx,#custserv
[147] #custserv,#ex
[146] #ex,#rox
[121] #rox,#experienceeconomy
[103] #infinitejourneys,#designthinking
[97] #defi,#daos
[94] #daos,#nfts
[72] #experienceeconomy,#futureofwork
[71] #futureofwork,#futureback
[70] customer,experience

Top Word Pairs in Tweet in G4:
[401] #cx,#women
[401] #women,#ehealth
[395] #ehealth,#ces2023
[379] #ces2023,#finserv
[346] #healthtech,#datascientist
[337] chidambara09,#healthtech
[308] #digitalhealth,#cloud
[270] #usa,#cx
[224] #cloud,#usa
[170] #datascientist,#digitalhealth

Top Word Pairs in Tweet in G5:
[22] learn,more
[21] customer,experience
[18] join,five9
[16] customer,data
[16] evp,gm
[15] five9,ceo
[15] ceo,rowantrollope
[15] rowantrollope,evp
[15] gm,oracle
[15] oracle,rtarkoff

Top Word Pairs in Tweet in G6:
[105] intelligntworld,guest
[105] guest,host
[105] host,maribellopez
[97] edo,segal
[96] ai,powered
[96] powered,#data
[96] #data,platform
[96] platform,drive
[96] drive,#cx
[96] #cx,improvements

Top Word Pairs in Tweet in G7:
[103] النجاح,في
[103] في,#تجربة_العميل
[103] #تجربة_العميل,#cx
[102] abdulazizosime,النجاح

Top Word Pairs in Tweet in G8:
[18] customer,experience
[11] #cx,cc
[10] three,reasons
[10] reasons,ai
[10] ai,fails
[10] fails,scale
[10] scale,#ai
[10] #ai,#itops
[10] #itops,#cx
[10] cc,nickbrackney

Top Word Pairs in Tweet in G9:
[45] gt,gt
[31] join,verint
[31] verint,april
[31] april,speakers
[31] speakers,expanding
[31] expanding,benefits
[31] benefits,#wfm
[31] #wfm,#km
[31] #km,enterprise
[31] enterprise,addressing

Top Word Pairs in Tweet in G10:
[24] chiffres,clés
[24] mars,2022
[23] clés,#marketing
[23] #marketing,mars
[23] 2022,_kissthebride_
[23] _kissthebride_,#socialmedia
[23] #socialmedia,#transfonum
[22] anthonyrochand,chiffres
[22] #transfonum,#c
[12] expérience,client

Top Replied-To
Top Replied-To in Entire Graph:
@pcipal
@pwc
@hyken
@gregortbach
@forbescommcncl
@iotchannel
@customerisfirst
@imoyse
@aitenovarica
@gartner_inc

Top Replied-To in G1:
@coremedia
@qks_quadrant

Top Replied-To in G2:
@forbescommcncl
@eli_krumova
@khulood_almani
@sitel_worldwide
@betamoroney

Top Replied-To in G3:
@gregortbach
@hyken
@pwc
@customerisfirst
@imoyse
@cxpert
@hettinger_tech
@gartner
@tciexpressltd
@shirley46932965

Top Replied-To in G4:
@iotchannel
@anj_aligupta

Top Replied-To in G5:
@pcipal
@gartner_inc
@sightcall
@3clogic
@condenast
@genefamurphy

Top Replied-To in G8:
@octopusenergy
@execsintheknow

Top Replied-To in G9:
@sandy_carter
@npassmorecohen1
@dr_salim_md

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@betamoroney
@enilev
@mentalmarketer
@ronald_vanloon
@maribellopez
@intelligntworld
@eli_krumova
@kred
@abdulazizosime

Top Mentioned in G1:
@linkedip
@mike_recruiter
@adamstjohn
@knolspeak
@cdunnconsulting
@tagtechorg
@whenwhyhow_tech
@getjenny
@rchilli

Top Mentioned in G2:
@chidambara09
@betamoroney
@enilev
@medeepakjain
@bimedotcom
@bitamilanian
@zdnet
@forbescommcncl
@pinakilaskar
@shi4tech

Top Mentioned in G3:
@hyken
@mentalmarketer
@annettefranz
@billquiseng
@marshacollier
@mycustomer
@chidambara09
@gregkihlstrom
@stephaniethum
@dgingiss

Top Mentioned in G4:
@chidambara09
@mentalmarketer
@kred
@eli_krumova
@catherineadenle
@kirkdborne
@analytics_699
@codenewbies
@pinakilaskar
@alvinfoo

Top Mentioned in G5:
@five9
@rowantrollope
@rtarkoff
@cschebel
@cmswire
@oraclecx
@obs_global
@callcentrehelp
@five9_emea
@channel_expo

Top Mentioned in G6:
@ronald_vanloon
@intelligntworld
@maribellopez
@digitaltrends
@dahirinsaat
@evankirstel
@amdocs
@chr1sa
@pbalakrishnarao
@space_mog

Top Mentioned in G7:
@abdulazizosime

Top Mentioned in G8:
@psb_dc
@technative
@terence_mills
@nickbrackney
@vgazza
@futurumresearch
@ralexjimenez
@yuhelenyu
@financialbrand

Top Mentioned in G9:
@verint
@mentalmarketer
@niceltd
@rgareiss
@verintamy
@metrigy
@iangertler
@keyzz88
@mercer
@npassmorecohen1

Top Mentioned in G10:
@anthonyrochand
@_kissthebride_
@bymaddyness
@isabellepiel29
@mkg_pro
@jeromemonange
@comarketingnews
@arnaultchatel
@vincentmontet
@talkwalkerfr

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@chidambara09
@xaelbot
@codedailybot
@javascriptd
@united
@delta
@cybersecurityn8
@evankirstel

Top Tweeters in G1:
@jornalistavitor
@csa_dvillamizar
@intensive911
@ilmessaggeroit
@chuckbaggett
@realnerdjunkie
@dogetalist
@cyclismactu
@alleywatch
@nipponishin

Top Tweeters in G2:
@chidambara09
@javascriptd
@dev_discourse
@ronaldclarke
@fintechna
@calcaware
@gezgintrk
@nicochan33
@valaafshar
@thecuriousluke

Top Tweeters in G3:
@dataaugmented
@marshacollier
@vrretweeter
@wallybock
@amys_bus_ticket
@katenasser
@technojeder
@entrepreneur
@fortivus
@nitestar

Top Tweeters in G4:
@sectest9
@xaelbot
@codedailybot
@cybersecurityn8
@aaroncuddeback
@jfsebastian146
@fabriciosx
@rvp
@fluttbot
@googleexpertuk

Top Tweeters in G5:
@evankirstel
@ml_tweet_bot
@yahoofinance
@venturebeat
@google
@cmswire
@dpworldtour
@canadiantire
@bobehayes
@mkrigsman

Top Tweeters in G6:
@xzpwedvhhh37i3c
@cnet
@ohioman2010
@hamjenny
@barendius
@jeanettesheets
@ronald_vanloon
@tubbyjpin
@glengilmore
@juanitamay67

Top Tweeters in G7:
@weka9000
@__bnvv55
@nssmk8
@ro0ro0ror
@ret220
@999jojo9
@omarzwa2011
@motajlaaf7
@rwaae123
@3rafik13

Top Tweeters in G8:
@bouyguestelecom
@warrenwhitlock
@spirosmargaris
@shellykramer
@ipfconline1
@psb_dc
@leimer
@mistygirlph
@ralexjimenez
@johnnosta

Top Tweeters in G9:
@education_24x7
@meghanmbiro
@hiringcare
@christinelem007
@googlelilchappy
@brainroaring
@cybazesocial
@tamaramccleary
@iangertler
@jobsviatweet

Top Tweeters in G10:
@biofares
@botstreamer
@sommelier50
@pvynckier
@pierrecappelli
@anthonyrochand
@jeancayeux
@sproutsocial
@arielstraboni
@kalydeoo


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