#cx, Twitter, 3/12/2023 1:19:25 AM, 290917


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#cx_2023-03-11_17-07-30.xlsx
#cx_2023-03-11_17-07-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 12, 2023
Short Description:
#cx via NodeXL https://bit.ly/3Tagplx
@eli_krumova
@mentalmarketer
@evankirstel
@microsoft
@chidambara09
@qualtrics
@dashnetwork_
@kirkdborne
@salesforce
@forbes

Top hashtags:
#cx
#web3
#ai
#smartcity
#csuite
#healthtech
#digitalhealth
#datascientist
#vive2023
#iot

Description:
Description
The graph represents a network of 2,825 Twitter users whose recent tweets contained "#cx", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 01:13 UTC.

The tweets in the network were tweeted over the 3517-day, 13-hour, 5-minute period from Wednesday, 24 July 2013 at 11:52 UTC to Sunday, 12 March 2023 at 00:58 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 2825
Unique Edges : 2761
Edges With Duplicates : 9736
Total Edges : 12497
Number of Edge Types : 8
Retweet : 2039
MentionsInRetweet : 3468
Tweet : 1464
Mentions : 3664
Replies to : 148
Quote : 114
MentionsInReplyTo : 964
MentionsInQuote : 636
Self-Loops : 3591
Reciprocated Vertex Pair Ratio : 0.0464846019755956
Reciprocated Edge Ratio : 0.0888395335924486
Connected Components : 640
Single-Vertex Connected Components : 441
Maximum Vertices in a Connected Component : 1720
Maximum Edges in a Connected Component : 10575
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.531204
Graph Density : 0.000451502920604678
Modularity : 0.280666
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,825 Twitter users whose recent tweets contained "#cx", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 01:13 UTC.

The tweets in the network were tweeted over the 3517-day, 13-hour, 5-minute period from Wednesday, 24 July 2013 at 11:52 UTC to Sunday, 12 March 2023 at 00:58 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[24] https://twitter.com/akio68720839/status/1634339383360000000/photo/1
[19] https://hbr.org/2014/12/how-to-write-a-resume-that-stands-out?utm_medium=social&utm_campaign=hbr&utm_source=twitter&tpcc=orgsocial_edit
[18] https://s2.radio.co/s532f0345f/listen
[17] https://www.myfrugalbusiness.com/2018/08/most-helpful-digital-tools-software-marketers-startup.html
[15] https://www.dailymail.co.uk/news/article-11844311/Oligarchs-abandoned-100mn-superyacht-sale-Antigua-declared-hazard-auctioned.html?ito=social-twitter_mailonline
[15] https://www.papayaglobal.com/global-benefits/
[14] https://www.papayaglobal.com/blog/1099-vs-w2-employee/
[14] https://www.cxnetwork.com/cx-experience/articles/cx-networks-top-influencers-to-follow-in-2023
[13] https://www.paycompliment.com/
[12] https://www.dailymail.co.uk/travel/article-11843813/Swiss-town-PAYING-people-50-000-there.html?ito=social-twitter_mailonline

Top URLs in Tweet in G1:
[12] https://www.cxnetwork.com/cx-experience/articles/cx-networks-top-influencers-to-follow-in-2023
[6] https://socalcycling.com/
[4] https://hbr.org/2023/03/executives-need-to-invest-in-understanding-the-customer-experience
[4] https://dsmn8.imgix.net/ugc/4e5b72602321c873da1a108f708ae175/3753681355380964881655945/source.jpg?w=1200&utm_medium=DSMN8&utm_source=Twitter&utm_campaign=CNS
[4] https://tinyurl.com/ms5xtmzz
[4] https://twitter.com/iadvize/status/1633468402659409920/photo/1
[4] https://twitter.com/luismelo78/status/1633559841544306688/photo/1
[4] https://twitter.com/PWSTechDesk/status/1634110167309484033/photo/1
[4] https://twitter.com/creativeladsco/status/1634588401620877313/photo/1
[4] https://twitter.com/iXAofs2izZmv3Xz/status/1634410559734177792/photo/1

Top URLs in Tweet in G2:
[7] https://www.datasciencecentral.com/how-ai-ml-will-impact-ios-app-development-in-2023/
[6] https://www.mltut.com/best-free-online-courses-for-machine-learning-and-ai/
[6] https://iotpractitioner.com/2023-iot-premier-league-and-iot-champions-league-week-5/
[6] https://medium.com/mlearning-ai/optimization-in-machine-learning-a-beginners-guide-f624d6f0764d?source=rss------artificial_intelligence-5
[5] https://techcrunch.com/2023/03/07/salesforce-plans-to-incorporate-generative-ai-across-the-platform/
[5] https://github.com/cyrildiagne/ar-cutpaste/tree/clipboard
[5] https://iotpractitioner.com/2023-iot-premier-league-and-iot-champions-league-week-6/
[4] https://twitter.com/IoTchannel/status/1632299866020823040
[4] https://towardsdatascience.com/5-must-know-data-visualizations-for-better-data-analysis-5b40a082c471
[4] https://youtu.be/VOQ491Mi8s4

Top URLs in Tweet in G3:
[8] https://cx-journey.com/2023/03/connected-experiences-require-you-to-connect-your-silos-heres-how.html
[8] https://hyken.com/customer-service-strategies/complaints-and-problems-are-opportunities/
[8] https://curatti.com/3-behaviors-that-make-or-break-customer-experience/
[7] https://www.cmswire.com/customer-experience/gathering-consumer-data-that-matters-for-measuring-customer-success/
[5] https://hbr.org/2023/03/3-core-principles-of-digital-customer-experience
[5] https://redirect.viglink.com?u=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Flukesoon_we-need-to-invest-in-the-human-experience-activity-7039945225712128000-v53p%3Futm_source%3Dshare%26utm_medium%3Dmember_desktop&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[5] https://www.cmswire.com/digital-marketing/strengthen-cx-and-privacy-compliance-with-opt-inopt-out-processes-and-email-metrics/
[5] http://paper.li/duSentio/1414082839
[4] https://www.youtube.com/watch?v=mKpd4EeLi9Y&feature=youtu.be

[4] https://redirect.viglink.com?u=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Flukesoon_hx-ai-xai-activity-6899878297732300800-kqJN%3Futm_source%3Dshare%26utm_medium%3Dmember_desktop&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false

Top URLs in Tweet in G4:
[7] https://health.economictimes.indiatimes.com/news/industry/6-digital-cx-trends-that-will-transform-life-sciences-marketing-in-2023/97813188
[7] https://www.cxnetwork.com/cx-digital/articles/customer-experience-in-the-metaverse-a-cx-network-guide?utm_content=buffer784ac&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://insidebigdata.com/2023/01/26/ai-under-the-hood-interactions/
[6] https://www.spiceworks.com/tech/innovation/guest-article/digital-innovation-transforming-cx-for-manufacturers/
[6] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2023/03/06/4-customer-experience-solutions-reshaping-manufacturing/?sh=468337cf78c3
[6] https://www.msn.com/en-ph/news/others/how-machine-learning-is-revolutionizing-cx-outsourcing/ar-AA17TfGA
[5] https://www.information-age.com/customer-experience-trust-rely-on-building-it-systems-that-scale-123501525/
[5] https://www.retailcustomerexperience.com/blogs/enhancing-operational-excellence-via-tech-to-boost-in-store-cx/
[4] https://twitter.com/WSWMUC/status/1633419580268851200/photo/1
[4] https://twitter.com/WSWMUC/status/1633743688315834369/photo/1

Top URLs in Tweet in G5:
[7] https://www.cnbc.com/2023/03/07/salesforce-launches-chatgpt-slack-app-einstein-gpt-for-sales-service.html
[6] https://www.destinationcrm.com/Webevents/nice/08mar2023/soc
[5] https://l.feathr.co/FeathrLive/Five9
[5] https://www.callcentrehelper.com/webinar-whats-next-for-customer-experience-cx-219313.htm
[3] https://www.five9.com/resources/webinars/what%E2%80%99s-next-contact-center-predictions-for-2023
[3] https://events.five9.com/howtoelevateyourdigitalcxstrat1/social
[3] https://blog.4psa.com/why-call-centers-are-hub-of-customer-experience/
[3] https://ddsk.co/2djdg
[2] https://twitter.com/McGeeSmith/status/1634196572698279941/photo/1
[2] https://www.five9.com/resources/five9-transforms-business-retail-space

Top URLs in Tweet in G6:
[18] https://hbr.org/2014/12/how-to-write-a-resume-that-stands-out?utm_medium=social&utm_campaign=hbr&utm_source=twitter&tpcc=orgsocial_edit
[14] https://www.dailymail.co.uk/news/article-11844311/Oligarchs-abandoned-100mn-superyacht-sale-Antigua-declared-hazard-auctioned.html?ito=social-twitter_mailonline
[12] https://hbr.org/2002/09/crucibles-of-leadership?utm_medium=social&utm_campaign=hbr&utm_source=twitter&tpcc=orgsocial_edit
[11] https://www.dailymail.co.uk/travel/article-11843813/Swiss-town-PAYING-people-50-000-there.html?ito=social-twitter_mailonline
[10] https://www.linkedin.com/posts/pinakilaskar_artificialintelligence-chatgpt-gpt4-activity-7040176137682968576-I5L5
[9] https://www.linkedin.com/posts/pinakilaskar_ai-machinelearning-deeplearning-activity-7039820231925481472--l2d
[9] https://marketoonist.com/2022/04/the-future-of-the-metaverse.html
[9] https://www.forbes.com/health/body/best-supplements-for-muscle-growth/
[8] https://finance.yahoo.com/news/yellen-says-world-bank-nominees-170639889.html
[7] https://www.gsma.com/mobilefordevelopment/blog/the-role-of-digital-health-in-combatting-non-communicable-diseases-lessons-from-malaysia/

Top URLs in Tweet in G7:
[3] https://www.strategy-business.com/article/The-inside-out-approach-to-customer-centricity
[2] https://www.c-innovation.eu/product-page/wise-new-brand-to-next-generation-banking
[2] https://www.forbes.com/sites/forbestechcouncil/2023/03/08/reactive-banking-is-dead-long-live-proactive-banking/?sh=50a4381073a2
[1] https://www.databricks.com/blog/2023/03/07/announcing-general-availability-databricks-model-serving.html
[1] https://www.datasciencecentral.com/leveraging-data-to-drive-business-transformation/
[1] https://twitter.com/hundredx/status/1633604435594170369/photo/1
[1] https://twitter.com/hundredx/status/1633933365094019075/photo/1
[1] https://twitter.com/hundredx/status/1634311537887264769/photo/1
[1] https://twitter.com/hundredx/status/1634321518812438529/photo/1
[1] https://twitter.com/hundredx/status/1633135203823546369/photo/1

Top URLs in Tweet in G8:
[6] http://cxstrategy.in/?utm_source=ubsforums&utm_medium=twitter&utm_campaign=cxstrategy12&utm_id=cxstrategy12
[5] https://www.cmswire.com/digital-experience/customer-data-platforms-bring-omnichannel-choreography-within-reach/
[5] https://www.cmswire.com/digital-marketing/tips-to-inform-your-customer-data-clean-room-strategy/
[5] https://www.cmswire.com/customer-experience/customer-journey-moments-that-matter-3-key-investment-areas/
[5] https://www.cmswire.com/digital-marketing/marketers-escape-the-vicious-cycle-of-poor-consumer-data-practices/
[5] https://nam02.safelinks.protection.outlook.com/?url=https://www.destinationcrm.com/Articles/Web-Exclusives/Viewpoints/How-Technical-Debt-Can-Impact-the-Customer-and-Employee-Experience-157363.aspx&data=05|01|Angela.Lipscomb@sas.com|5c3e765611d54db7110008db19ad3791|b1c14d5c362545b3a4309552373a0c2f|0|0|638132004136267181|Unknown|TWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D|3000|||&sdata=iQ6UNjrT2kv%2BPDMIzEKaXC/cNcambwcbTPznhRIYcZ0%3D&reserved=0
[5] https://www.cmswire.com/customer-experience/5-best-practices-for-using-ai-in-your-cx-strategy/
[5] https://www.cmswire.com/customer-experience/democratizing-cx-when-everyones-responsible-for-customer-experience/
[5] https://www.cmswire.com/customer-experience/relevant-real-time-cx-consumer-perception-vs-brand-reality/
[5] https://twitter.com/adamsconsulting/status/1633040648075870211/video/1

Top URLs in Tweet in G9:
[10] https://blogs.oracle.com/cx/post/the-pressure-is-on-for-exceptional-experiences-in-real-life-and-real-work?source=:so:ch:or:awr::::&SC=:so:ch:or:awr::::&pcode=
[5] https://www.softclouds.com/infographic/crm-cx-trends-2023/
[4] https://www.mycustomer.com/customer-experience/loyalty/gianfranco-cuzziol-natura-co-unless-its-solving-a-problem-or-meeting-a
[4] https://blogs.oracle.com/retail/post/5-essential-strategies-to-drive-success-beyond-the-catwalk?source=:so:ch:or:awr::::RC_WWMK210729P00049:&SC=:so:ch:or:awr::::RC_WWMK210729P00049:&pcode=WWMK210729P00049
[3] https://blogs.oracle.com/cx/post/eyes-on-the-horizon-of-evolving-customer-expectations?source=:so:ch:or:awr::::&SC=:so:ch:or:awr::::&pcode=
[2] https://www.mycustomer.com/marketing/strategy/research-reveals-reputational-impact-of-covid-customer-support
[2] https://www.mycustomer.com/service/contact-centres/virtual-assistants-will-become-a-common-target-for-protestors-within-years
[2] https://www.mycustomer.com/content/mycd-up-with-cx-leaders-episode-13-frank-martinez-head-of-customer-experience-fleetcor
[2] https://www.mycustomer.com/service/management/half-of-consumers-believe-customer-service-isnt-a-business-priority
[2] https://www.mycustomer.com/customer-experience/engagement/two-surprising-initiatives-that-demand-cx-and-hr-collaboration

Top URLs in Tweet in G10:
[4] https://www.pipelinepub.com/275/2911
[4] https://www.pipelinepub.com/275/2936
[4] https://www.pipelinepub.com/275/2908
[4] https://www.pipelinepub.com/275
[3] https://twitter.com/SolimarSystems/status/1633114190087856133/photo/1
[2] https://pipelinepub.com/digital-customer-experience/AI-for-improving-the-customer-experience
[2] https://www.pipelinepub.com/275/2929
[2] https://pipelinepub.com/digital-customer-experience/omnichannel-CX-for-mobile
[2] https://www.pipelinepub.com/275/2921
[2] https://www.pipelinepub.com/275/2922

Top Domains
Top Domains in Tweet in Entire Graph:
[1789] twitter.com
[184] forbes.com
[146] medium.com
[137] paper.li
[99] papayaglobal.com
[94] okt.to
[93] cmswire.com
[90] hbr.org
[84] linkedin.com
[84] co.uk

Top Domains in Tweet in G1:
[360] twitter.com
[28] linkedin.com
[22] cxnetwork.com
[18] readyforsocial.com
[18] dy.si
[13] smh.re
[11] okt.to
[10] voicestorm.com
[9] dsmn8.com
[8] altudo.co

Top Domains in Tweet in G2:
[280] twitter.com
[35] medium.com
[13] iotpractitioner.com
[9] mltut.com
[8] github.com
[7] datasciencecentral.com
[6] youtube.com
[5] amazon.com
[5] techcrunch.com
[5] linkedin.com

Top Domains in Tweet in G3:
[90] twitter.com
[56] google.com
[34] viglink.com
[28] cmswire.com
[28] paper.li
[15] hyken.com
[13] cx-journey.com
[10] forbes.com
[10] fonolo.com
[9] customerthink.com

Top Domains in Tweet in G4:
[57] twitter.com
[12] forbes.com
[10] indiatimes.com
[7] cxnetwork.com
[7] insidebigdata.com
[7] paper.li
[6] spiceworks.com
[6] msn.com
[5] information-age.com
[5] retailcustomerexperience.com

Top Domains in Tweet in G5:
[91] twitter.com
[18] seismic.com
[13] five9.com
[9] destinationcrm.com
[8] okt.to
[7] callcentrehelper.com
[7] enterpriseconnect.com
[7] cnbc.com
[7] dy.si
[6] enghouseinteractive.com

Top Domains in Tweet in G6:
[134] forbes.com
[108] medium.com
[65] co.uk
[62] hbr.org
[40] twitter.com
[36] linkedin.com
[32] insuranceinsider.com
[22] pymnts.com
[22] entrepreneur.com
[16] trib.al

Top Domains in Tweet in G7:
[44] twitter.com
[8] forbes.com
[4] xceltrait.com
[3] strategy-business.com
[3] hopewiser.com
[2] c-innovation.eu
[2] morganstanley.com
[2] servicenow.com
[1] databricks.com
[1] datasciencecentral.com

Top Domains in Tweet in G8:
[40] cmswire.com
[36] twitter.com
[34] dy.si
[6] merkle.com
[6] okt.to
[6] destinationcrm.com
[6] cxstrategy.in
[5] outlook.com
[3] forrester.com
[2] cdpinstitute.org

Top Domains in Tweet in G9:
[42] twitter.com
[21] mycustomer.com
[18] oracle.com
[6] softclouds.com
[5] paper.li
[2] tadigital.com
[2] reqorder.net
[1] customerexperienceupdate.com
[1] hbr.org
[1] venturebeat.com

Top Domains in Tweet in G10:
[43] twitter.com
[28] pipelinepub.com
[17] dashnetwork.com
[2] retailtouchpoints.com
[2] cmswire.com
[2] intelepeer.com
[2] agilitypr.com
[2] teleperformance.com
[2] forbes.com
[1] questionpro.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4344] cx
[1253] web3
[1234] ai
[1168] smartcity
[1147] csuite
[1131] healthtech
[1111] digitalhealth
[1110] datascientist
[1084] vive2023
[806] iot



Top Hashtags in Tweet in G1:
[640] cx
[133] customerexperience
[41] ai
[39] ux
[28] contactcenter
[26] marketing
[25] customerservice
[20] ccaas
[18] retail
[18] digitaltransformation

Top Hashtags in Tweet in G2:
[373] ai
[330] iot
[307] iotpl
[303] iiot
[291] iotcl
[290] cx
[268] iotcommunity
[213] iotpremierleague
[209] ml
[174] iotchampionsleague

Top Hashtags in Tweet in G3:
[420] cx
[204] custserv
[148] hx
[126] xr
[126] ar
[123] vr
[122] ex
[119] infinitejourneys
[118] futureofwork
[118] metaverse

Top Hashtags in Tweet in G4:
[114] cx
[26] ai
[25] sports
[25] mwc23
[25] startup
[20] customerexperience
[19] digital
[15] metaverse
[13] innovation
[12] marketing

Top Hashtags in Tweet in G5:
[209] cx
[37] enterpriseconnect
[34] contactcenter
[32] ai
[21] cxnation
[20] customerexperience
[20] five9
[19] ccaas
[17] ec23
[15] ucaas

Top Hashtags in Tweet in G6:
[1119] cx
[1050] smartcity
[1048] datascientist
[1046] healthtech
[1046] csuite
[1044] digitalhealth
[1043] web3
[1033] vive2023
[738] ata2023
[539] ehealth

Top Hashtags in Tweet in G7:
[64] cx
[26] fintech
[19] customerexperience
[18] banking
[17] innovation
[17] technology
[14] data
[13] machinelearning
[13] customerservice
[12] infographic

Top Hashtags in Tweet in G8:
[140] cx
[23] ai
[19] analytics
[17] data
[14] customerexperience
[14] marketing
[11] tech
[11] martech
[7] cdp
[7] oss

Top Hashtags in Tweet in G9:
[62] cx
[18] customerexperience
[17] custexp
[13] ai
[9] cxmanagement
[6] cxtrends
[6] bigdata
[5] crm
[5] infographic
[5] crmtrends

Top Hashtags in Tweet in G10:
[65] cx
[34] customerexperience
[28] pipeline
[21] ai
[20] dx
[12] digital
[9] omnichannel
[5] cdp
[4] research
[4] network

Top Words
Top Words in Tweet in Entire Graph:
[4345] #cx
[1253] #web3
[1241] #ai
[1168] #smartcity
[1147] #csuite
[1131] #healthtech
[1118] chidambara09
[1116] customer
[1111] #digitalhealth
[1110] #datascientist

Top Words in Tweet in G1:
[639] #cx
[212] customer
[134] experience
[133] #customerexperience
[98] cx
[90] more
[76] customers
[75] business
[48] learn
[48] check

Top Words in Tweet in G2:
[378] #ai
[334] #iot
[307] #iotpl
[306] #iiot
[302] eli_krumova
[291] #iotcl
[290] #cx
[268] #iotcommunity
[267] iotchannel
[266] iotcommunity

Top Words in Tweet in G3:
[420] #cx
[204] #custserv
[197] customer
[148] #hx
[131] experience
[126] #ar
[126] #xr
[124] #ex
[123] #vr
[119] #infinitejourneys

Top Words in Tweet in G4:
[114] #cx
[46] customer
[36] sallyeaves
[35] experience
[29] nicochan33
[28] orange
[28] see
[26] #ai
[25] making
[25] accessible

Top Words in Tweet in G5:
[210] #cx
[60] join
[54] five9
[52] customer
[44] learn
[42] more
[37] register
[37] #enterpriseconnect
[36] 8x8
[34] #contactcenter

Top Words in Tweet in G6:
[1119] #cx
[1050] #smartcity
[1048] #datascientist
[1047] chidambara09
[1046] #csuite
[1046] #healthtech
[1044] #digitalhealth
[1043] #web3
[1031] #vive2023
[738] #ata2023

Top Words in Tweet in G7:
[64] #cx
[31] customer
[26] #fintech
[21] databricks
[19] #customerexperience
[19] davidjmaireles
[18] #banking
[18] forbes
[17] #technology
[17] #innovation

Top Words in Tweet in G8:
[140] #cx
[40] 2023
[35] customer
[29] merkle
[24] #ai
[21] strategy
[19] check
[19] #analytics
[19] experience
[19] cx

Top Words in Tweet in G9:
[62] #cx
[39] customer
[25] cx
[23] leaders
[18] #customerexperience
[17] #custexp
[16] experience
[16] time
[15] look
[15] takes

Top Words in Tweet in G10:
[65] #cx
[38] cx
[34] #customerexperience
[28] #pipeline
[24] magazine
[23] article
[23] customer
[21] #ai
[20] explored
[20] #dx

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1094] #web3,#cx
[1094] #healthtech,#smartcity
[1094] #datascientist,#csuite
[1093] #csuite,#digitalhealth
[1090] #digitalhealth,#web3
[1077] #vive2023,#healthtech
[767] #smartcity,#ata2023
[766] #ata2023,#datascientist
[615] chidambara09,#vive2023
[547] #cx,#ehealth

Top Word Pairs in Tweet in G1:
[80] customer,experience
[48] #cx,#customerexperience
[31] #customerexperience,#cx
[26] customer,service
[19] read,more
[18] learn,more
[15] experience,#cx
[14] #ux,#cx
[14] improve,#cx
[13] influencers,follow

Top Word Pairs in Tweet in G2:
[260] #iot,#iiot
[152] #ai,#ml
[116] #tech,#emergingtech
[110] iotpractitioner,iotslam
[109] iotchannel,iotcommunity
[105] iotcommunity,iotchannel
[101] #iotpl,#iotcl
[78] iotslam,iotpractitioner
[69] #iotslam,#ai
[67] #iiot,#iotpl

Top Word Pairs in Tweet in G3:
[175] #cx,#custserv
[125] #xr,#ar
[124] #hx,#xr
[122] #ar,#vr
[113] #custserv,#ex
[97] #defi,#daos
[91] #virtualworld,#gamefi
[91] #gamefi,#3d
[79] customer,experience
[73] #experienceeconomy,#futureofwork

Top Word Pairs in Tweet in G4:
[30] customer,experience
[25] visually,impaired
[25] accessible,visually
[24] touch2see,supported
[24] making,#sports
[24] #startup,touch2see
[24] #sports,accessible
[24] wonderful,making
[24] see,#startup
[24] impaired,#mwc23

Top Word Pairs in Tweet in G5:
[24] learn,more
[20] contact,center
[17] analyst,mcgeesmith
[15] join,five9
[14] register,#cxnation
[13] einstein,gpt
[12] mike,burkland
[12] rgareiss,ceo
[12] customer,experience
[12] ceo,principal

Top Word Pairs in Tweet in G6:
[1043] #datascientist,#csuite
[1043] #healthtech,#smartcity
[1042] #csuite,#digitalhealth
[1040] #digitalhealth,#web3
[1038] #web3,#cx
[1028] #vive2023,#healthtech
[738] #smartcity,#ata2023
[737] #ata2023,#datascientist
[565] chidambara09,#vive2023
[538] #cx,#ehealth

Top Word Pairs in Tweet in G7:
[13] customer,experience
[13] #banking,#fintech
[11] models,rest
[11] build,hassle
[11] allowing,build
[11] hassle,free
[11] deploys,#machinelearning
[11] rest,api
[11] databricks,#modelserving
[11] #machinelearning,models

Top Word Pairs in Tweet in G8:
[14] customer,experience
[10] #cx,strategy
[10] sylvain,panzani
[10] #cx,transformation
[8] transformation,journey
[8] trudeau,sunil
[8] demand,hear
[8] sunil,rao
[8] rao,forrester's
[8] forrester's,brandon

Top Word Pairs in Tweet in G9:
[17] #custexp,#cx
[15] takes,look
[13] rob,tarkoff
[13] tarkoff,takes
[13] oraclecx's,rob
[13] customer,experience
[12] look,#cx
[12] deliver,three
[12] customer,data
[12] three,key

Top Word Pairs in Tweet in G10:
[24] #pipeline,magazine
[20] explored,#pipeline
[16] magazine,article
[15] #customerexperience,#cx
[12] #cx,#dx
[12] #digital,#customerexperience
[8] magazine,explores
[8] cx,#ai
[8] sense,cx
[8] #customerexperience,#dx

Top Replied-To
Top Replied-To in Entire Graph:
@kirkdborne
@iotchannel
@eli_krumova
@avrohomg
@cxaccelerator
@davebart
@hyken
@salesforce
@kam0x
@qualtrics

Top Replied-To in G1:
@kam0x

Top Replied-To in G2:
@kirkdborne
@iotchannel
@eli_krumova
@avrohomg
@davebart
@ingliguori
@hurturdsmith
@ciotechtalk
@bmw
@fiyinajigbewu

Top Replied-To in G3:
@cxaccelerator
@hyken
@debbieszumylo
@gregortbach
@lukecxex
@qualtrics
@nealwoodson

Top Replied-To in G4:
@sallyeaves
@dez_blanchfield

Top Replied-To in G5:
@salesforce
@8x8
@invoca
@microsoft
@qualtrics
@fusionconnectsm
@lifesize
@ienterprises
@five9
@fromyouflowers

Top Replied-To in G6:
@nvidia
@chidambara09

Top Replied-To in G7:
@servicenow

Top Replied-To in G8:
@ellenloeshelle
@msupernaut

Top Replied-To in G10:
@salesforce
@tp_italia
@alchemerhq
@qualtrics
@medallia
@genesys
@teleperformance

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@enilev
@betamoroney
@eli_krumova
@iotcommunity
@iotchannel
@iotpractitioner
@iotslam
@kirkdborne
@avrohomg

Top Mentioned in G1:
@usbreachsports
@danny_murphy_ta
@getjenny
@intellicti
@oriserve
@sippinnshippin
@thealisonpage
@modilingua
@freshworksinc
@hvacwarranty

Top Mentioned in G2:
@eli_krumova
@iotcommunity
@iotchannel
@iotpractitioner
@iotslam
@kirkdborne
@avrohomg
@ingliguori
@mikequindazzi
@jamesvgingerich

Top Mentioned in G3:
@mentalmarketer
@hyken
@jeanniecw
@cxpert
@cmswire
@customerthink
@annettefranz
@cxjourney
@stacysherman
@qualtrics

Top Mentioned in G4:
@sallyeaves
@nicochan33
@orange
@mvollmer1
@softclouds
@curieuxexplorer
@jimmarous
@ipfconline1
@beveve
@drsharwood

Top Mentioned in G5:
@five9
@mcgeesmith
@enterprisecon
@evankirstel
@8x8
@metrigy
@salesforce
@callcentrehelp
@niceltd
@rgareiss

Top Mentioned in G6:
@chidambara09
@enilev
@betamoroney
@pinakilaskar
@meta_industrial
@infobip
@wswmuc
@tomfishburne
@bizcommunityit
@staycatsnft

Top Mentioned in G7:
@davidjmaireles
@forbes
@databricks
@servicenow
@xceltrait
@hopewiserltd
@hundredx
@techtarget
@newbalance
@royalcaribbean

Top Mentioned in G8:
@merkle
@forrester
@adamsconsulting
@rohit_agarwal
@qualtrics
@cdpinstitute
@callminer
@destinationcrm
@sassoftware
@emarketer

Top Mentioned in G9:
@oraclecx
@mycustomer
@bfcxguru
@blakemichellem
@iamgfc
@tadigitalinc
@rtarkoff
@customer_exp
@cxguide
@fairerfinance

Top Mentioned in G10:
@intelepeer
@medallia
@etiya
@cloudsmartz
@horisentech
@moengage
@amperity
@dashnetwork_
@qualtrics
@salesmanago

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@flipkartsupport
@chidambara09
@delta
@xfinitysupport
@evankirstel
@rahul05ranjan
@southwestair
@sudeepkhatri
@reuters

Top Tweeters in G1:
@cas_2050001283
@kam0x
@tomoales
@markhillary
@khaleejtimes
@value_press
@ishujaahmedch
@georgecohta
@ofelipeb
@victorvquijano

Top Tweeters in G2:
@reuters
@thepixeldevs
@frcretweets
@calcaware
@kirillklip
@jamesvgingerich
@sdreyse
@time
@dariosailor86
@zdnet

Top Tweeters in G3:
@geoff_deweaver
@myloc_tracker
@tedrubin
@shashib
@techinjektion
@growmap
@katenasser
@thedrum
@jeffsheehan
@nitestar

Top Tweeters in G4:
@sudeepkhatri
@seekingalpha
@ottlegalrebels
@ssxman2
@jackiedeburca
@vrretweeter
@nicochan33
@gonzo_30531
@akwyz
@shi4tech

Top Tweeters in G5:
@evankirstel
@ucloudify
@alaskaair
@prqosjdyofn1ylj
@slackhq
@tmsmtomotomo
@jimcarlson16
@google
@pierre018
@stc11stc

Top Tweeters in G6:
@chidambara09
@rahul05ranjan
@fullnam35087976
@mamaye_m
@bizcommunityit
@digitaldecoded1
@fmfrancoise
@robotconsumer
@startzai
@adage

Top Tweeters in G7:
@ricardo_ik_ahau
@forbes
@dasfintechbot
@alternative200
@rei
@magnifintech
@nw52231773
@target
@royalcaribbean
@djkram

Top Tweeters in G8:
@adamsconsulting
@fkomarquez
@aithority
@1000dayscodingb
@utollwi
@hajer_alqassimi
@informationweek
@sassoftware
@thedxengineer
@passion_4tech

Top Tweeters in G9:
@arealhumanname1
@tonybodoh
@techmemechatter
@cyberdfir
@maxgattoni
@custexpworld
@blakemichellem
@cuongcz
@mycustomer
@leandromartins

Top Tweeters in G10:
@bulldogreporter
@canonusaimaging
@riverisland
@teleperformance
@telus
@rtouchpoints
@alchemerhq
@amdocs
@avanade
@emplifi_io