#cx, Twitter, 6/5/2022 2:05:02 AM, 277683


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#cx_2022-06-04_17-07-30.xlsx
#cx_2022-06-04_17-07-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 05, 2022
Short Description:
#cx via NodeXL https://bit.ly/3mhYdqy
@chidambara09
@mentalmarketer
@eli_krumova
@hyken
@pyscalellc
@kirkdborne
@anthonyrochand
@salesforce
@pinakilaskar
@cxtodaynews

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

Description:
Description
The graph represents a network of 3,509 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, 05 June 2022 at 00:22 UTC.

The requested start date was Sunday, 05 June 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, 14-hour, 35-minute period from Saturday, 28 May 2022 at 03:03 UTC to Thursday, 02 June 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 : 3509
Unique Edges : 3555
Edges With Duplicates : 11436
Total Edges : 14991
Number of Edge Types : 5
Retweet : 4269
MentionsInRetweet : 5414
Mentions : 3575
Tweet : 1657
Replies to : 76
Self-Loops : 2293
Reciprocated Vertex Pair Ratio : 0.0459384858044164
Reciprocated Edge Ratio : 0.0878416588124411
Connected Components : 734
Single-Vertex Connected Components : 442
Maximum Vertices in a Connected Component : 2060
Maximum Edges in a Connected Component : 12689
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.095064
Graph Density : 0.00043096543080458
Modularity : 0.314654
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,509 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, 05 June 2022 at 00:22 UTC.

The requested start date was Sunday, 05 June 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, 14-hour, 35-minute period from Saturday, 28 May 2022 at 03:03 UTC to Thursday, 02 June 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:
[42] https://medium.com/microsoftazure/integrating-the-data-science-and-app-development-cycles-9845da423adc
[42] https://s2.radio.co/s532f0345f/listen
[38] https://blogs.sas.com/content/statelocalgov/2022/05/24/smart-city-heidelberg-hackathon-digital-transformation/
[34] https://www.mckinsey.com/business-functions/growth-marketing-and-sales/our-insights/marketing-in-the-metaverse-an-opportunity-for-innovation-and-experimentation
[31] https://www.forbes.com/sites/briansolis/2022/05/24/youre-probably-not-a-customer-centric-company-yet-but-research-shows-how-to-change-that/
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277250
[24] https://www.linkedin.com/posts/pinakilaskar_autonomousvehicles-selfdrivingcars-safety-activity-6936888771653042176-UXqT
[23] https://www.linkedin.com/posts/pinakilaskar_autonomousvehicles-sustainability-electricvehicles-activity-6936541395033681920-LeJc
[22] https://www.customer-experience.live/
[19] 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

Top URLs in Tweet in G1:
[6] https://www.cgsinc.com/blog/how-mixed-reality-reshaping-customer-experience-twar
[4] https://nichecx.com/cx-events
[4] -
[4] https://datacentrereview.com/2022/05/why-cx-teams-and-marketers-will-demand-edge-computing/
[3] https://venturebeat.com/2022/05/29/sharper-data-collection-is-key-to-better-insurance-cx/
[3] https://www.asksid.ai/ai/10-ways-to-boost-your-marketing-with-natural-language-processing-asksid/
[3] Service
[3] Customer
[3] https://insights.couchbase.com/nyc-ams-v2/
[3] https://spryng.io/

Top URLs in Tweet in G2:
[23] https://www.forbes.com/sites/briansolis/2022/05/24/youre-probably-not-a-customer-centric-company-yet-but-research-shows-how-to-change-that/
[21] https://blogs.sas.com/content/statelocalgov/2022/05/24/smart-city-heidelberg-hackathon-digital-transformation/
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277250
[20] https://www.mckinsey.com/business-functions/growth-marketing-and-sales/our-insights/marketing-in-the-metaverse-an-opportunity-for-innovation-and-experimentation
[11] https://www.sevaxapp.com/pricing-plans/
[11] http://play.google.com/store/apps/details?id=com.sevaexchange.sevax
[9] https://www.forbes.com/sites/forbestechcouncil/2022/05/27/lessons-learned-about-ai-from-a-healthcare-technology-startup-leader/?sh=459d10a33559
[9] https://medium.com/mercy-corps-social-venture-fund/deep-sector-entrepreneurs-bring-neobanking-to-supply-chain-logistics-why-we-invested-in-pivo-bdb87729e09a?source=friends_link&sk=d17dfda6edf5cc4f6ace28e28ae25eb3
[9] https://thehill.com/policy/cybersecurity/3508249-fbi-thwarted-cyberattack-against-boston-childrens-hospital/amp/
[8] https://www.fiercebiotech.com/medtech/mayo-clinic-janssen-ai-detect-pulmonary-hypertension-scores-fda-breakthrough-nod

Top URLs in Tweet in G3:
[23] https://www.linkedin.com/posts/pinakilaskar_autonomousvehicles-sustainability-electricvehicles-activity-6936541395033681920-LeJc
[23] https://www.linkedin.com/posts/pinakilaskar_autonomousvehicles-selfdrivingcars-safety-activity-6936888771653042176-UXqT
[14] https://blog.waymo.com/2020/04/off-road-but-not-offline--simulation27.html?m=1
[14] https://medium.com/microsoftazure/integrating-the-data-science-and-app-development-cycles-9845da423adc
[12] https://blogs.sas.com/content/statelocalgov/2022/05/24/smart-city-heidelberg-hackathon-digital-transformation/
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277510
[10] https://www.linkedin.com/posts/pinakilaskar_ai-technology-data-activity-6937968408076394497-yP8N
[10] https://www.linkedin.com/posts/pinakilaskar_machinelearning-artificialintelligence-deeplearning-activity-6937609550988480512-rxgt
[8] https://www.linkedin.com/posts/pinakilaskar_ai-technology-agi-activity-6937229247241428992-JfH3
[8] https://www.cmswire.com/customer-experience/5-best-practices-for-using-ai-in-your-cx-strategy/

Top URLs in Tweet in G4:
[8] http://customerservicedaily.com
[7] https://freshdesk.com/customer-support/cx-expert-interviews?tactic_id=5230262&utm_source=Social&utm_medium=Influencers&utm_campaign=CX-ExpertInterviews
[7] https://news.google.com/articles/CBMidGh0dHBzOi8vd3d3Lm1vb2RpZWRhdml0dHJlcG9ydC5jb20vdGhlLWN1c3RvbWVyLWV4cGVyaWVuY2UtY29sdW1uLXRoZS1wcmluY2lwbGVzLW9mLXRyYXZlbC1yZXRhaWwtZGlnaXRhbC1tYXJrZXRpbmcv0gEA?hl=en-SG&gl=SG&ceid=SG%3Aen
[7] https://johannesdrooghaag.com/online-business-education-with-dr-ir-johannes-drooghaag
[7] https://tweetedtimes.com/v/8731
[6] https://news.google.com/articles/CBMiY2h0dHBzOi8vdGVjaHdpcmVhc2lhLmNvbS8yMDIyLzA1L2FyZS12aXJ0dWFsLWV2ZW50cy1pbi10aGUtbWV0YXZlcnNlLXN0aWxsLWluLWRlbWFuZC1wb3N0LXBhbmRlbWljL9IBZ2h0dHBzOi8vdGVjaHdpcmVhc2lhLmNvbS9hbXAvMjAyMi8wNS9hcmUtdmlydHVhbC1ldmVudHMtaW4tdGhlLW1ldGF2ZXJzZS1zdGlsbC1pbi1kZW1hbmQtcG9zdC1wYW5kZW1pYy8?hl=en-SG&gl=SG&ceid=SG%3Aen
[6] https://news.google.com/articles/CAIiEPxgxd1KXJWEKCKARAVn8SoqGQgEKhAIACoHCAow58atCzD00cUDMIaCsAc?hl=en-SG&gl=SG&ceid=SG%3Aen
[5] https://www.forbes.com/sites/danpontefract/2022/05/27/theres-not-just-a-war-for-talent-its-the-jobpocalypse/
[5] https://www.businessinsider.com/researcher-claims-her-avatar-was-raped-on-metas-metaverse-platform-2022-5
[5] https://news.google.com/articles/CBMibGh0dHBzOi8vd3d3LnJhY29udGV1ci5uZXQvZGlnaXRhbC93aHktcHJvZmVzc2lvbmFsLXNlcnZpY2VzLWNvbXBhbmllcy1tdXN0LWludmVzdC1pbi1kaWdpdGFsLXRyYW5zZm9ybWF0aW9uL9IBAA?hl=en-SG&gl=SG&ceid=SG%3Aen

Top URLs in Tweet in G5:
[13] https://www.constellationr.com/events/axs/2022
[8] https://web.cvent.com/event/3e0bae30-fdfb-4520-8442-7812640bb43f/summary
[7] https://www.constellationr.com/blog-news/totally-over-ordinary-time-rethink-whose-experience-needs-redesign
[6] https://www.constellationr.com/node/23370/apply
[5] https://www.callcentrehelper.com/the-importance-of-communication-to-customer-service-excellence-209776.htm
[4] https://connect.verint.com/b/customer-engagement/posts/verint-speakers-in-june-creating-powerful-cx-programs-and-driving-quality-for-real-change?utm_source=Verint+blog&utm_id=Verint+blog+-+Susanne+Pitts+-+Verint+Speakers+in+June:+Creating+Powerful+CX+Programs+and+Driving+Quality+for+Real+Change+-+May+31,+2022+-+external+link&utm_content=Verint+blog+-+Susanne+Pitts+-+Verint+Speakers+in+June:+Creating+Powerful+CX+Programs+and+Driving+Quality+for+Real+Change+-+May+31,+2022+-+external+link
[3] https://www.cxnetwork.com/events-customer-contact-week-digital-anz-2022
[3] https://www.cxtoday.com/contact-centre/how-will-ai-change-the-status-quo-in-cx/
[3] https://www.mycustomer.com/customer-experience/engagement/customer-experience-has-become-over-complicated-can-it-be-simplified
[2] https://www.verint.com/engage/?redirect-rule=engage_from_gc&_ga=2.172303968.2126771632.1653652091-433421099.1653652091

Top URLs in Tweet in G6:
[7] https://visme.co/blog/marketing-principles/
[7] https://comarketing-news.fr/marques-les-bienfaits-du-community-based-marketing/
[5] https://www.kissthebride.fr/chiffres-cles-marketing/les-chiffres-cles-du-marketing-mai-2022/
[4] https://www.thinkwithgoogle.com/intl/fr-fr/solutions/mobile/applications-mobile-agences-media/
[4] https://www.relationclientmag.fr/Thematique/strategies-1255/veille-internationale-2140/Diaporamas/Les-idees-retail-et-experience-client-30-mai-au-3-372342/lacoste-ouvre-flagship-qui-renouvelle-totalement-experience-client-372343.htm
[4] https://www.brandwatch.com/fr/blog/emojis-les-plus-populaires/
[4] https://siecledigital.fr/2022/06/01/metavers-60-des-consommateurs-ne-sont-pas-interesses-par-le-shopping-virtuel/
[3] https://www.lesnumeriques.com/pro/metavers-mais-ou-sont-les-consommateurs-du-monde-virtuel-n184279.html
[3] https://blog.digimind.com/fr/insight-driven-marketing/comment-tirer-profit-des-insights-consommateurs-et-avis-consommateurs-pour-optimiser-lexp%C3%A9rience-client?hsLang=fr
[3] https://buffer.com/resources/build-a-meaningful-and-massive-community/

Top URLs in Tweet in G8:
[26] https://medium.com/microsoftazure/integrating-the-data-science-and-app-development-cycles-9845da423adc
[9] https://www.datasciencecentral.com/profiles/blogs/modern-marketing-analytics-and-the-modern-data-scientist
[8] https://www.mckinsey.com/business-functions/growth-marketing-and-sales/our-insights/marketing-in-the-metaverse-an-opportunity-for-innovation-and-experimentation
[4] https://www.concentricmarket.com/how-prescriptive-analytics-provides-a-roadmap-to-your-revenue-target?arc=DSC_LI_Preferred
[4] https://blogs.sas.com/content/statelocalgov/2022/05/24/smart-city-heidelberg-hackathon-digital-transformation/
[3] https://www.datasciencecentral.com/profiles/blogs/data-observability-and-its-importance-in-determining-intent
[3] https://www.datasciencecentral.com/top-ways-in-which-data-science-improves-e-commerce-sales/
[3] https://www.amazon.com/Data-Science-Marketing-Analytics-practical-dp-1800560478/dp/1800560478?_encoding=UTF8&me=&qid=&linkCode=sl1&tag=kirkdborne-20&linkId=6a737c2ac3800ca0c8389f4caa0b7904&language=en_US&ref_=as_li_ss_tl
[2] https://inspire.mindbreeze.com/artificial-intelligence
[2] https://www.amazon.com/s?k=data+mining+mobile+apps&_encoding=UTF8&camp=1789&creative=9325&linkCode=ur2&linkId=4887fd423c3ba165c91792f69e71abe7&tag=kirkdborne-20&ref=nb_sb_noss

Top URLs in Tweet in G9:
[22] https://www.customer-experience.live/
[3] https://www.dashnetwork.com/news/redpoint-global-finds-room-for-improvement-in-travel-personalization/
[2] https://www.redpointglobal.com/blog/segment-of-one-fact-vs-fiction/
[2] the
[2] CX
[2] https://mitsloan.mit.edu/ideas-made-to-matter/how-wayfair-and-spotify-use-machine-learning-to-engage-customers
[2] https://www.creativevirtual.com/us/news/creative-virtual-partners-with-smg-to-improve-the-digital-customer-experience-with-dynamic-assistance/?utm_content=209389461&utm_medium=social&utm_source=twitter&hss_channel=tw-195755873
[2] https://www.creativevirtual.com/integrate-your-way-to-a-better-self-service-experience/?utm_content=208831837&utm_medium=social&utm_source=twitter&hss_channel=tw-195755873
[2] https://www.creativevirtual.com/can-conversational-ai-make-your-cx-more-human-and-empathetic/?utm_content=208998051&utm_medium=social&utm_source=twitter&hss_channel=tw-195755873
[2] https://www.creativevirtual.com/would-you-rather-call-customer-support-or-clean-a-toilet/?utm_content=209128979&utm_medium=social&utm_source=twitter&hss_channel=tw-195755873

Top URLs in Tweet in G10:
[5] https://www.cmswire.com/customer-experience/marketing-automation-vs-customer-journey-orchestration/#disqus_thread
[3] https://www.newyorker.com/books/double-take/sunday-reading-the-rise-of-artificial-intelligence
[3] https://event.webcasts.com/viewer/share.jsp?ei=1551224&tp_key=1fda7573a8
[3] https://www.infinit.cx/2022/05/buchbesprechung-empathy-in-action-tony-bates/?pk_campaign=feed&pk_kwd=buchbesprechung-empathy-in-action-tony-bates
[3] https://www.forbes.com/sites/briansolis/2022/05/24/youre-probably-not-a-customer-centric-company-yet-but-research-shows-how-to-change-that/
[2] https://www.huffpost.com/entry/dare-to-innovate-do-something-astonishing-disrupt_b_59e90b66e4b0542ce4290c46?guccounter=1&guce_referrer=aHR0cHM6Ly90LmNvL0FKbVhWU1J2cU8_YW1wPTE&guce_referrer_sig=AQAAAEugtyjQ03X_vaMD663xoprGGHMHLVLOkWw4zi8vWlavO2U7OTE8BMyo7lQXiBxqOqMshcpYEQ-cf516Z1Uyb__e-H3hJ3P24eKv2MWgZYhgjxKZquBwDzkpdmEfPHN2w8bjwcacheECbxxaGDVAV7t4TEYp7Xlb3VNp7lQoyuYB
[1] https://www.userlane.com/can-onboard-new-users-chatbots/
[1] https://www.growth-hackers.net/how-do-you-deal-with-customer-rejection/
[1] https://www.growth-hackers.net/value-ladder-what-why-business-need/
[1] https://newdigitals.org/2022/05/28/telco-customer-churn-ml-data-exploration/

Top Domains
Top Domains in Tweet in Entire Graph:
[189] forbes.com
[156] linkedin.com
[155] medium.com
[142] okt.to
[118] dy.si
[83] co.uk
[82] youtube.com
[80] twitter.com
[73] google.com
[63] cmswire.com

Top Domains in Tweet in G1:
[31] dy.si
[26] linkedin.com
[23] cvsoci.al
[14] okt.to
[13] readyforsocial.com
[12] twitter.com
[10] rite.link
[9] cmswire.com
[9] nichecx.com
[8] youtube.com

Top Domains in Tweet in G2:
[98] forbes.com
[67] medium.com
[42] co.uk
[35] mckinsey.com
[33] nodexlgraphgallery.org
[32] youtube.com
[32] digitaltrends.com
[24] cnbc.com
[21] sas.com
[20] finextra.com

Top Domains in Tweet in G3:
[75] linkedin.com
[38] forbes.com
[31] medium.com
[25] co.uk
[23] cmswire.com
[21] nodexlgraphgallery.org
[17] cnbc.com
[14] waymo.com
[14] youtube.com
[13] trib.al

Top Domains in Tweet in G4:
[49] google.com
[32] forbes.com
[28] linkedin.com
[26] mycustomer.com
[17] youtube.com
[16] cmswire.com
[15] hyken.com
[15] twitter.com
[10] customerthink.com
[9] freshdesk.com

Top Domains in Tweet in G5:
[30] constellationr.com
[28] cxtoday.com
[22] dy.si
[17] seismic.com
[16] infl.tv
[9] talkdesk.com
[8] verint.com
[8] cvent.com
[7] callcentrehelper.com
[5] five9.com

Top Domains in Tweet in G6:
[8] comarketing-news.fr
[7] visme.co
[6] kissthebride.fr
[4] mcfactory.fr
[4] thinkwithgoogle.com
[4] relationclientmag.fr
[4] brandwatch.com
[4] siecledigital.fr
[4] digimind.com
[3] eficiens.com

Top Domains in Tweet in G8:
[26] medium.com
[23] datasciencecentral.com
[12] amazon.com
[9] mckinsey.com
[4] concentricmarket.com
[4] sas.com
[2] mindbreeze.com
[2] appinventiv.com
[1] cubix.co
[1] twitter.com

Top Domains in Tweet in G9:
[22] customer-experience.live
[14] creativevirtual.com
[9] dashnetwork.com
[5] okt.to
[4] mit.edu
[3] customerexperienceupdate.com
[2] redpointglobal.com
[1] zonkafeedback.com
[1] fortune.com
[1] momentive.ai

Top Domains in Tweet in G10:
[6] cmswire.com
[4] forbes.com
[3] newyorker.com
[3] growth-hackers.net
[3] webcasts.com
[3] infinit.cx
[2] huffpost.com
[1] userlane.com
[1] newdigitals.org
[1] upworthy.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5651] cx
[3172] ai
[2197] datascientist
[1973] digitalhealth
[1933] healthtech
[1932] women
[1929] ehealth
[1922] mwc22
[1887] ces2023
[1110] ml



Top Hashtags in Tweet in G1:
[623] cx
[124] customerexperience
[35] customerservice
[30] ux
[25] data
[24] ai
[18] contactcenter
[18] analytics
[17] bpo
[16] ex

Top Hashtags in Tweet in G2:
[1631] cx
[1477] ai
[1393] datascientist
[1391] digitalhealth
[1370] women
[1367] ehealth
[1364] healthtech
[1363] mwc22
[1352] ces2023
[702] ml

Top Hashtags in Tweet in G3:
[1306] ai
[798] cx
[773] datascientist
[561] digitalhealth
[548] healthtech
[547] women
[545] mwc22
[540] ehealth
[524] ces2023
[411] machinelearning

Top Hashtags in Tweet in G4:
[535] cx
[187] custserv
[128] ex
[111] customerexperience
[93] rox
[83] designthinking
[68] infinitejourneys
[58] hx
[50] customerservice
[50] ai

Top Hashtags in Tweet in G5:
[361] cx
[138] axs2022
[72] ex
[42] contactcenter
[34] ai
[25] ccaas
[21] cxnews
[20] customerexperience
[19] employeeexperience
[17] ax100

Top Hashtags in Tweet in G6:
[78] cx
[39] marketing
[31] socialmedia
[24] retail
[14] transfonum
[13] experienceclient
[12] insights
[8] data
[7] réseauxsociaux
[7] labluxuryandretail

Top Hashtags in Tweet in G7:
[158] تجربة_العميل
[79] استراتجية
[1] customer_experience
[1] نادي_تجربة_العميل
[1] cxclubsa
[1] cx
[1] ux
[1] ui
[1] customer
[1] experience

Top Hashtags in Tweet in G8:
[64] ai
[60] datascience
[54] bigdata
[47] machinelearning
[38] iot
[37] iotpl
[31] cx
[24] abdsc
[17] martech
[13] analytics

Top Hashtags in Tweet in G9:
[81] cx
[33] cxliveshow
[22] customerexperience
[13] ai
[7] crm
[7] conversationalai
[6] chatbot
[4] ex
[4] custexp
[4] cdp

Top Hashtags in Tweet in G10:
[51] cx
[15] customerexperience
[10] innovation
[9] ehealth
[9] iot
[9] healthtech
[8] digital
[8] dx
[6] technology
[6] payments

Top Words
Top Words in Tweet in Entire Graph:
[5649] #cx
[3172] #ai
[2197] #datascientist
[1973] #digitalhealth
[1933] #healthtech
[1932] #women
[1929] #ehealth
[1922] #mwc22
[1887] #ces2023
[1505] chidambara09

Top Words in Tweet in G1:
[622] #cx
[196] customer
[139] experience
[124] #customerexperience
[98] more
[76] cx
[60] customers
[52] learn
[49] service
[41] business

Top Words in Tweet in G2:
[1631] #cx
[1477] #ai
[1393] #datascientist
[1391] #digitalhealth
[1370] #women
[1367] #ehealth
[1364] #healthtech
[1363] #mwc22
[1352] #ces2023
[908] chidambara09

Top Words in Tweet in G3:
[1306] #ai
[798] #cx
[773] #datascientist
[577] chidambara09
[561] #digitalhealth
[548] #healthtech
[547] #women
[545] #mwc22
[540] #ehealth
[524] #ces2023

Top Words in Tweet in G4:
[535] #cx
[202] customer
[187] #custserv
[140] mentalmarketer
[128] #ex
[125] experience
[111] #customerexperience
[93] #rox
[83] #designthinking
[68] #infinitejourneys

Top Words in Tweet in G5:
[361] #cx
[138] #axs2022
[82] dhinchcliffe
[76] join
[72] #ex
[57] today
[57] more
[55] constellationr
[53] rwang0
[52] customer

Top Words in Tweet in G6:
[78] #cx
[67] anthonyrochand
[39] #marketing
[35] consommateurs
[31] #socialmedia
[28] client
[28] comment
[24] #retail
[18] marques
[18] jeromemonange

Top Words in Tweet in G7:
[158] خلال
[158] #تجربة_العميل
[158] من
[79] اعداد
[79] استراتيجية
[79] يتم
[79] بناء
[79] مستهدفات
[79] منهجية
[79] كتاب

Top Words in Tweet in G8:
[68] kirkdborne
[64] #ai
[60] #datascience
[54] #bigdata
[47] #machinelearning
[38] #iot
[37] #iotpl
[31] #cx
[26] role
[26] app

Top Words in Tweet in G9:
[81] #cx
[51] customer
[48] 2022
[37] experience
[33] #cxliveshow
[33] wrap
[24] live
[22] #customerexperience
[19] deep
[17] dives

Top Words in Tweet in G10:
[51] #cx
[15] #customerexperience
[13] customers
[12] experience
[11] tamaramccleary
[10] learn
[10] #innovation
[10] innovation
[9] more
[9] #ehealth

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1922] #cx,#women
[1913] #datascientist,#mwc22
[1910] #women,#ehealth
[1883] #ehealth,#ces2023
[1870] #mwc22,#ai
[1107] #digitalhealth,#datascientist
[1063] #ai,#healthtech
[947] #healthtech,#ml
[929] #ml,#iiot
[928] #iiot,#cx

Top Word Pairs in Tweet in G1:
[76] customer,experience
[47] #cx,#customerexperience
[31] #customerexperience,#cx
[21] customer,service
[20] learn,more
[15] improve,#cx
[14] read,more
[14] #cx,#customerservice
[13] #data,oil
[13] oil,tune

Top Word Pairs in Tweet in G2:
[1364] #cx,#women
[1360] #women,#ehealth
[1358] #datascientist,#mwc22
[1351] #ehealth,#ces2023
[1333] #mwc22,#ai
[786] #digitalhealth,#datascientist
[762] #ai,#healthtech
[669] #healthtech,#ml
[660] #ml,#iiot
[660] #iiot,#cx

Top Word Pairs in Tweet in G3:
[543] #cx,#women
[541] #datascientist,#mwc22
[535] #women,#ehealth
[525] #mwc22,#ai
[521] #ehealth,#ces2023
[376] #ai,#machinelearning
[344] #ces2023,#fin
[311] #digitalhealth,#datascientist
[296] #ai,#healthtech
[277] chidambara09,#digitalhealth

Top Word Pairs in Tweet in G4:
[135] #cx,#custserv
[83] customer,experience
[82] #custserv,#ex
[82] #ex,#rox
[50] #customerexperience,#cx
[34] customer,service
[33] #daos,#nfts
[32] #rox,#experienceeconomy
[31] #defi,#daos
[27] #designthinking,#infinitejourneys

Top Word Pairs in Tweet in G5:
[50] #cx,#ex
[26] rwang0,mypov
[20] #cx,#cxnews
[19] #ex,#cx
[18] join,verint
[16] #axs2022,kicks
[16] re,looking
[16] looking,forward
[16] forward,learning
[16] learning,business

Top Word Pairs in Tweet in G6:
[14] anthonyrochand,quelles
[14] quelles,relations
[14] relations,consommateurs
[14] consommateurs,entretiennent
[14] entretiennent,ils
[14] ils,marques
[14] marques,plateformes
[14] plateformes,sociales
[13] clés,#marketing
[12] comment,tirer

Top Word Pairs in Tweet in G7:
[79] خلال,اعداد
[79] اعداد,استراتيجية
[79] استراتيجية,#تجربة_العميل
[79] #تجربة_العميل,يتم
[79] يتم,بناء
[79] بناء,مستهدفات
[79] مستهدفات,من
[79] من,خلال
[79] خلال,منهجية
[79] منهجية,من

Top Word Pairs in Tweet in G8:
[36] #ai,#machinelearning
[28] #iot,#iotpl
[28] #bigdata,#iot
[27] #machinelearning,#bigdata
[26] role,#datascience
[26] #datascience,app
[26] app,development
[26] development,#ai
[24] kirkdborne,role
[24] #iotpl,#iotc

Top Word Pairs in Tweet in G9:
[33] #cxliveshow,2022
[33] 2022,wrap
[28] customer,experience
[23] experience,live
[17] deep,dives
[14] wrap,incredible
[14] incredible,panel
[14] panel,discussion
[13] subscribe,customer
[13] live,stay

Top Word Pairs in Tweet in G10:
[9] looking,#innovation
[9] #innovation,inspiration
[9] inspiration,look
[9] look,further
[9] further,unpack
[9] unpack,forces
[9] forces,driving
[9] driving,endress_hauser's
[9] endress_hauser's,innovation
[8] #cx,#customerexperience

Top Replied-To
Top Replied-To in Entire Graph:
@isabela_flores
@khulood_almani
@syniverse
@creativevirtual
@india_nhrc
@tanujdiwan
@hyken
@onesignal
@glassboxdigital
@upstream_works

Top Replied-To in G2:
@mckinsey
@annrutledgecsc

Top Replied-To in G3:
@khulood_almani
@pinakilaskar

Top Replied-To in G4:
@hyken
@tanujdiwan
@freshworksinc
@ailsday
@gartner
@alexallwood
@tracardi
@jesus_hoyos
@stephaniethum
@mentalmarketer

Top Replied-To in G5:
@rwang0
@tbradg
@talkdesk
@five9

Top Replied-To in G6:
@anthonyrochand

Top Replied-To in G9:
@creativevirtual
@redpointglobal
@bostonmutual
@kustomer
@marketbuildr
@catsugarbroad

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@enilev
@betamoroney
@pinakilaskar
@fisheyebox
@kred
@eli_krumova
@mentalmarketer
@kirkdborne
@khulood_almani

Top Mentioned in G1:
@startingpointai
@usabilitygeek
@oraclefs
@3d_bilisim
@uxheat
@sanjeevsahni
@getjenny
@genesysfrance

Top Mentioned in G2:
@chidambara09
@enilev
@betamoroney
@khulood_almani
@labordeolivier
@sebbourguignon
@sallyeaves
@davidjmaireles
@enricomolinari
@bristowcolin

Top Mentioned in G3:
@chidambara09
@pinakilaskar
@fisheyebox
@kred
@eli_krumova
@ingliguori
@mvollmer1
@kirkdborne
@mentalmarketer
@enilev

Top Mentioned in G4:
@mentalmarketer
@hyken
@forbes
@cmswire
@jtwatkin
@kirkdborne
@marshacollier
@customerthink
@genesys
@esmancuso

Top Mentioned in G5:
@dhinchcliffe
@constellationr
@rwang0
@lizkmiller
@verint
@five9
@genefamurphy
@8x8
@metrigy
@evankirstel

Top Mentioned in G6:
@anthonyrochand
@jeromemonange
@vismeapp
@_kissthebride_
@relationcltmag
@com
@ecommercemag_fr
@mc_factory
@twgooglefr
@brandwatchfr

Top Mentioned in G7:
@abdulazizosime

Top Mentioned in G8:
@kirkdborne
@mckinsey
@jeffpatton
@mindbreeze
@datasciencectrl
@concentricmrkt
@chidambara09
@schmarzo
@cbinsights
@packtpub

Top Mentioned in G9:
@cxlivetweets
@creativevirtual
@dashnetwork_
@mitsloan
@smgcustomersat
@momentiveai
@concentrix
@fortunemagazine
@avramescu
@alidacxm

Top Mentioned in G10:
@tamaramccleary
@endress_hauser
@briansolis
@gigadgets_
@ronald_vanloon
@futurajoaquin
@tiffani_bova
@huffpost
@newyorker
@chidambara09

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@sectest9
@filafresh
@chidambara09
@xaelbot
@newsoneplace
@codedailybot
@roblwilson
@united
@cybersecurityn8

Top Tweeters in G1:
@newsoneplace
@dogetalist
@mercymkushi
@stockosaur_com
@masterkuniton
@cepymenews
@armano
@dd_wen_
@psfk
@gbs_world

Top Tweeters in G2:
@chidambara09
@roblwilson
@biofares
@googleexpertuk
@fintechna
@ssxman2
@netsecu
@micheleangelo13
@nicochan33
@nubank

Top Tweeters in G3:
@sectest9
@xaelbot
@codedailybot
@cybersecurityn8
@fabriciosx
@dataaugmented
@calcaware
@rahul05ranjan
@goaidev
@serverlessfan

Top Tweeters in G4:
@vonrosenchild
@theofficialsbi
@education_24x7
@gezgintrk
@rockchristopher
@tmobile
@ricardo_ik_ahau
@phycoinsc
@marshacollier
@forbes

Top Tweeters in G5:
@evankirstel
@valaafshar
@xzpwedvhhh37i3c
@rwang0
@toypilanews
@yahoofinance
@slackhq
@silentseawolf
@nfl
@gdorn1

Top Tweeters in G6:
@laveilletechno
@chanperco
@cbultel_ecole
@robinheed
@anthonyrochand
@cathcervoni
@ecom_news
@lokkiluck
@jeancayeux
@cmicontent

Top Tweeters in G7:
@hibaggt
@najma__12
@mr_fh_
@3rafik13
@shuq_____
@_aa00n
@themiguelfox14
@yokasta2524
@alkasr_08
@noorali412000

Top Tweeters in G8:
@aldoceccarelli
@pvalsfr
@py_data_sci
@iottogether
@kirkdborne
@seefinish
@uwemspeaks
@digitalbotrt
@danielscarvalho
@avg

Top Tweeters in G9:
@fortunemagazine
@hootsuite
@craigmilroy
@zoom
@kkruse
@alchemerhq
@mitsloan
@alidacxm
@sugarcrm
@saudi_tweet

Top Tweeters in G10:
@filafresh
@hdpr2016
@huffpost
@prqosjdyofn1ylj
@tmsmtomotomo
@bubbles4tw
@norbertpiske
@tamaramccleary
@ronald_vanloon
@jobinindia


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