#cx, Twitter, 9/20/2021 12:31:57 AM, 262430


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#cx_2021-09-19_16-58-09.xlsx
#cx_2021-09-19_16-58-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 20, 2021
Short Description:
#cx via NodeXL https://bit.ly/39lrIBu
@chidambara09
@mentalmarketer
@forbes
@cxtodaynews
@godfrey_g_
@oracle
@cmswire
@debbieszumylo
@betamoroney
@andrewincontact

Top hashtags:
#cx
#100daysofcode
#socialmedia
#bigdata
#womenwhocode
#ai
#python
#cybersecurity
#flutter

Description:
Description
The graph represents a network of 3,232 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, 20 September 2021 at 00:15 UTC.

The requested start date was Sunday, 19 September 2021 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 3-day, 19-hour, 43-minute period from Wednesday, 15 September 2021 at 04:16 UTC to Sunday, 19 September 2021 at 00:00 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 : 3232
Unique Edges : 3541
Edges With Duplicates : 13549
Total Edges : 17090
Number of Edge Types : 5
Retweet : 4918
MentionsInRetweet : 8122
Mentions : 2351
Tweet : 1633
Replies to : 66
Self-Loops : 1812
Reciprocated Vertex Pair Ratio : 0.0345031545741325
Reciprocated Edge Ratio : 0.0667047836859158
Connected Components : 690
Single-Vertex Connected Components : 425
Maximum Vertices in a Connected Component : 1916
Maximum Edges in a Connected Component : 15199
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.889419
Graph Density : 0.000502461457844949
Modularity : 0.278024
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,232 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, 20 September 2021 at 00:15 UTC.

The requested start date was Sunday, 19 September 2021 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 3-day, 19-hour, 43-minute period from Wednesday, 15 September 2021 at 04:16 UTC to Sunday, 19 September 2021 at 00:00 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:
[69] https://twitter.com/i/events/1437819613358616578
[60] https://www.hpe.com/us/en/insights/articles/manage-your-edge-data-before-it-becomes-a-problem-2108.html?jumpid=in_510397410_NXTmanageyouredgedata-08-17-21
[56] https://www.cityam.com/brexit-city-should-brace-itself-for-e900bn-market-hit-if-brussels-plays-clearing-politics/
[50] https://twitter.com/i/events/1437889631715012612
[50] https://www.forbes.com/sites/forbestechcouncil/2021/08/02/rethinking-privacy-the-road-to-data-ownership/
[43] https://scitechdaily.com/breakthrough-in-light-matter-interactions-propels-quantum-technologies-forward/
[42] https://www.forbes.com/sites/forbestechcouncil/2021/05/06/where-are-you-on-your-cloud-journey/
[42] https://www.linkedin.com/posts/pinakilaskar_ai-transai-aiscience-activity-6844848546152267776-FzwZ
[40] https://www.forbes.com/sites/danielnewman/2019/01/02/breaking-down-the-6-pillars-of-digital-transformation-from-the-ceos-perspective/
[39] https://disruptive.asia/accelerating-enterprise-edge-virtualization-2/

Top URLs in Tweet in G1:
[69] https://twitter.com/i/events/1437819613358616578
[60] https://www.hpe.com/us/en/insights/articles/manage-your-edge-data-before-it-becomes-a-problem-2108.html?jumpid=in_510397410_NXTmanageyouredgedata-08-17-21
[56] https://www.cityam.com/brexit-city-should-brace-itself-for-e900bn-market-hit-if-brussels-plays-clearing-politics/
[50] https://twitter.com/i/events/1437889631715012612
[50] https://www.forbes.com/sites/forbestechcouncil/2021/08/02/rethinking-privacy-the-road-to-data-ownership/
[43] https://scitechdaily.com/breakthrough-in-light-matter-interactions-propels-quantum-technologies-forward/
[42] https://www.linkedin.com/posts/pinakilaskar_ai-transai-aiscience-activity-6844848546152267776-FzwZ
[41] https://www.forbes.com/sites/forbestechcouncil/2021/05/06/where-are-you-on-your-cloud-journey/
[39] https://www.forbes.com/sites/danielnewman/2019/01/02/breaking-down-the-6-pillars-of-digital-transformation-from-the-ceos-perspective/
[38] https://www.dailymail.co.uk/tvshowbiz/article-9990993/Who-needs-Met-Gala-Kourtney-Kardashian-Travis-Barker-make-fun-NYC.html?ito=amp_twitter_share-top

Top URLs in Tweet in G2:
[8] https://www.cmswire.com/customer-experience/here-is-where-businesses-are-spending-their-money-on-customer-experience/
[5] https://www.fisglobal.com/insights/what-we-think/2021/september/new-era-loyalty-programs-create-lasting-bonds-for-brands
[4] https://www.instagram.com/accounts/login/
[4] https://www.marketingprofs.com/articles/2021/45480/five-tips-for-choosing-the-perfect-martech-stack
[4] https://socalcycling.com/
[4] https://coruzant.com/customer-experience/leveraging-the-power-of-email-logos-to-improve-customer-interaction/
[4] https://www.cmswire.com/customer-experience/customer-journey-moments-that-matter-3-key-investment-areas/
[3] https://ciclismoayerhoy.com/embarrados-t2-e2-iserbyt-y-betsema-a-golpean-primero-en-el-rapencross-lokeren-mathieu-van-der-poel-parece-recuperado/
[3] https://teleperformance.com/en-us/insights/white-papers/wp-key-trends-for-remote-or-hybrid-customer-experience-delivery
[3] https://www.linkedin.com/pulse/want-know-what-customers-really-say-shriram-viswanathan

Top URLs in Tweet in G3:
[19] https://johannesdrooghaag.com/training-agile-business-management/
[13] https://www.mycustomer.com/marketing/strategy/is-customer-experience-replacing-advertising-at-todays-biggest-brands
[9] https://hyken.com/online-store/ill-be-back/
[9] http://customerservicedaily.com
[7] https://www.mycustomer.com/customer-experience/engagement/what-is-a-customer-room-and-how-can-it-solve-siloed-thinking
[5] https://t.ly/bK22
[4] https://cx-journey.com/2020/08/defining-and-communicating-your-intended-customer-experience.html
[4] https://www.cmswire.com/customer-experience/what-do-customer-experience-teams-actually-look-like/?utm_source=twitter.com&utm_medium=social&utm_campaign=cm&utm_content=social-share-sumo
[4] https://www.cmswire.com/customer-experience/the-link-between-digital-transformation-and-customer-experience/
[4] https://fonolo.com/blog/2021/09/how-tone-of-voice-affects-customer-service/

Top URLs in Tweet in G4:
[14] https://thefinancialbrand.com/122209/bad-digital-user-experiences-destroy-great-marketing/?smedia-twt-jm
[8] https://www.forbes.com/sites/forbescommunicationscouncil/2021/07/29/redefining-the-customer-experience-for-the-digital-age/?sh=3328ac02430d
[8] https://www.podium.com/ebooks/eb-competing-in-a-convenience-economy/
[7] https://www.aiiottalk.com/ai-ml-revolutionizes-the-customer-experience/
[6] https://www.bbntimes.com/technology/pair-artificial-intelligence-with-a-human-touch-and-you-re-sure-to-thrive
[4] https://www.forbes.com/sites/shephyken/2021/09/12/the-secret-to-a-great-customer-experience-is-a-great-employee-experience/
[4] https://www.avaya.com/blogs/archives/2021/08/ai_the_everything_customer/?utm_source=twitter&utm_medium=social&utm_campaign=blog
[3] https://www.semrush.com/blog/artificial-intelligence-stats/
[3] https://www.marketingaiinstitute.com/blog/iterable-spotlight
[3] https://www.avaya.com/en/products/ccaas/?utm_source=twitter&utm_medium=social&utm_campaign=ccaas

Top URLs in Tweet in G5:
[14] -
[13] Customer
[9] https://www.linkedin.com/pulse/reimagine-contact-centers-ai-cloud-ronald-van-loon/?trackingId=lku3RKjrR7yuiIyoAn0jGA%3D%3D
[6] https://five9cxsummit.com/intwo
[4] https://blogs.servicenow.com/2021/3-priorities-enhance-customer-experience.html
[4] https://www.destinationcrm.com/Webevents/roundtable/15sep2021/soc
[3] http://CVSoci.al/FZNYmFAk
[2] https://biztechmagazine.com/article/2021/09/overcoming-key-challenges-ai-deployment-financial-services
[2] https://www.five9.com/blog/2021-turning-cx-numbers-into-cx-insight
[2] https://www.cxtoday.com/crm/alibaba-cloud-salesforce-plan-social-commerce-solution/

Top URLs in Tweet in G6:
[9] https://blogs.oracle.com/cx/post/3-tips-for-implementing-a-successful-customer-experience-strategy?source=:so:tw:or:awr:ocorp:::&SC=:so:tw:or:awr:ocorp:::&pcode=
[2] https://event.adweek.com/brandweek-2021/
[2] https://dmexco.com/podcast/cx-and-first-party-data-in-brand-strategy-rob-tarkoff-oracle/
[2] https://blogs.oracle.com/cx/post/the-future-of-crm-engineering-better-experiences?source=:so:tw:or:awr:omc:::&SC=:so:tw:or:awr:omc:::&pcode=
[2] https://oftenimitatedpodcast.com/podcasts/making-your-cx-go-viral/
[1] https://dy.si/qw6ihM
[1] https://www.oracle.com/webfolder/s/assets/assessment-tool/cx-data-excellence/index.html
[1] https://dy.si/hFG1y42
[1] https://dy.si/F4nVwE2
[1] https://blogs.oracle.com/cx/post/top-oracle-sales-features-help-sellers-sell-more

Top URLs in Tweet in G7:
[27] https://s2.radio.co/s532f0345f/listen
[7] https://pod.co/science-of-cx/jake-mckee
[4] https://pod.co/science-of-cx/stacy-sherman-how-can-we-ensure-we-are-doing-cx-right
[3] https://www.linkedin.com/pulse/how-create-marketing-empowers-sales-cx-teams-dan-galante
[3] https://medium.com/@DanGalante/how-to-use-marketing-to-build-a-top-talent-employer-brand-4e11cc13782c
[2] https://www.youtube.com/user/TrendSettingSM
[2] https://www.linkedin.com/slink?code=dBijZcV
[2] https://www.linkedin.com/pulse/why-how-people-buy-dan-galante
[2] https://www.linkedin.com/pulse/whats-most-difficult-product-marketing-what-marketers-dan-galante
[2] https://www.linkedin.com/pulse/how-why-people-buy-technology-dan-galante

Top URLs in Tweet in G8:
[10] https://technative.io/democratisation-of-ai-omnichannel-cx/
[10] https://cloud28plus.com/en/article/accelerate-your-customer-service-strategy-with-ai
[8] https://www.mytotalretail.com/article/rewarding-customers-based-on-digital-identity-trust/
[4] https://www.cmswire.com/customer-experience/the-link-between-digital-transformation-and-customer-experience/?utm_source=twitter.com&utm_medium=social&utm_campaign=cm&utm_content=social-share-sumo
[4] https://hbr.org/2018/10/help-your-team-measure-customer-experience-data-more-accurately?utm_sq=go1pwoprzp&utm_source=twitter&utm_medium=social&utm_campaign=bizswell&utm_content=customerexperience
[3] https://www.retail-week.com/retail-voice/how-retailers-are-harnessing-data-analytics-and-machine-learning-to-boost-cx/7040274.article?authent=1&utm_content=buffer10e19&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.zdnet.com/article/digital-transformation-five-ways-to-help-your-business-boost-customer-experience/
[2] https://www.cmswire.com/digital-experience/extensible-ai-is-key-to-delivering-great-omnichannel-experiences/?utm_source=twitter.com&utm_medium=social&utm_campaign=cm&utm_content=social-share-sumo
[2] https://technative.io/iot-in-customer-service-turning-concept-into-practical-reality/
[2] https://technative.io/importance-ensuring-digital-touch-points-customer/

Top URLs in Tweet in G9:
[16] -
[6] https://connect.verint.com/b/customer-engagement/posts/forbes-comms-council-how-cmos-can-gain-command-of-the-customer-experience?utm_source=Verint+blog&utm_medium=blog&utm_id=Verint+blog+-+Amy+Curry+-+Forbes+Comms+Council:+How+CMOs+Can+Gain+Command+of+the+Customer+Experience+-+September+15,+2021+-+external+link&utm_content=Verint+blog+-+Amy+Curry+-+Forbes+Comms+Council:+How+CMOs+Can+Gain+Command+of+the+Customer+Experience+-+September+15,+2021+-+external+link
[4] https://coruzant.com/customer-experience/leveraging-the-power-of-email-logos-to-improve-customer-interaction/
[4] https://coruzant.com/customer-experience/a-new-era-of-global-experience/
[4] blog
[4] Driving
[4] July
[4] 2021
[4] external
[3] https://connect.verint.com/b/customer-engagement/posts/verint-honored-with-metrigy-metristar-top-provider-award-for-voice-of-the-customer-platforms?utm_source=Verint+blog&utm_medium=blog&utm_id=Verint+blog+-+Eric+Head+-+Verint+Honored+with+Metrigy+MetriStar+Top+Provider+Award+for+Voice+of+the+Customer+Platforms+-+September+14,+2021+-+external+link&utm_content=Verint+blog+-+Eric+Head+-+Verint+Honored+with+Metrigy+MetriStar+Top+Provider+Award+for+Voice+of+the+Customer+Platforms+-+September+14,+2021+-+external+link

Top URLs in Tweet in G10:
[2] https://www.inc.com/jason-aten/a-customer-discovered-their-350-lego-set-was-missing-pieces-companys-response-was-brilliant.html
[2] http://share.postbeyond.com/8e99b
[1] http://share.postbeyond.com/w9vg6
[1] http://share.postbeyond.com/4vpru
[1] http://share.postbeyond.com/jz982
[1] http://share.postbeyond.com/ctj25
[1] https://www.youtube.com/watch?v=VAoOlEjiY24&utm_campaign=GS1&utm_content=180173237&utm_medium=social&utm_source=twitter&hss_channel=tw-156727411

[1] https://evrythng.com/unleashing-the-true-value-of-merchandise-through-connected-fan-experiences/?utm_campaign=Connected%20Fanatics&utm_content=179876663&utm_medium=social&utm_source=twitter&hss_channel=tw-156727411
[1] http://www.linkedin.com/pulse/have-you-wondered-what-its-like-fly-judy-moon/?utm_campaign=Thought%20Leadership%20&utm_content=179877040&utm_medium=social&utm_source=twitter&hss_channel=tw-156727411
[1] https://www.mytotalretail.com/article/optimizing-digitized-supply-chains-to-drive-customer-loyalty/?utm_campaign=Thought%20Leadership%20&utm_content=180173134&utm_medium=social&utm_source=twitter&hss_channel=tw-156727411

Top Domains
Top Domains in Tweet in Entire Graph:
[401] twitter.com
[396] co.uk
[225] forbes.com
[223] medium.com
[187] dy.si
[180] linkedin.com
[135] hollywoodreporter.com
[114] okt.to
[96] bloomberg.com
[74] pagesix.com

Top Domains in Tweet in G1:
[367] co.uk
[330] twitter.com
[212] medium.com
[168] forbes.com
[134] hollywoodreporter.com
[93] bloomberg.com
[74] pagesix.com
[74] scitechdaily.com
[73] linkedin.com
[67] zdnet.com

Top Domains in Tweet in G2:
[40] linkedin.com
[23] okt.to
[21] cmswire.com
[16] twitter.com
[11] dy.si
[10] co.uk
[10] livedoor.blog
[8] youtube.com
[6] coruzant.com
[5] com.au

Top Domains in Tweet in G3:
[32] mycustomer.com
[25] cmswire.com
[21] cx-journey.com
[20] pivotpointsolutions.net
[19] johannesdrooghaag.com
[16] dy.si
[16] hyken.com
[16] linkedin.com
[15] twitter.com
[13] t.ly

Top Domains in Tweet in G4:
[17] forbes.com
[15] thefinancialbrand.com
[8] avaya.com
[8] podium.com
[7] aiiottalk.com
[7] cio.com
[6] bbntimes.com
[5] mit.edu
[4] accenture.com
[4] linkedin.com

Top Domains in Tweet in G5:
[38] cxtoday.com
[32] okt.to
[11] ventanaresearch.com
[10] cvsoci.al
[10] dy.si
[9] linkedin.com
[9] twitter.com
[7] five9.com
[7] destinationcrm.com
[7] smartcustomerservice.com

Top Domains in Tweet in G6:
[127] dy.si
[20] oracle.com
[3] oftenimitatedpodcast.com
[3] forrester.com
[2] adweek.com
[2] dmexco.com
[2] forbes.com
[2] bit.ly
[1] conversica.com
[1] youtube.com

Top Domains in Tweet in G7:
[27] radio.co
[19] linkedin.com
[11] pod.co
[10] medium.com
[4] twitter.com
[2] youtube.com
[2] doingcxright.com
[2] five9.com
[2] egain.com
[2] victoriatayl.uk

Top Domains in Tweet in G8:
[16] technative.io
[10] cloud28plus.com
[8] mytotalretail.com
[7] cmswire.com
[7] okt.to
[6] hbr.org
[4] theagile.world
[3] talentedlearning.com
[3] retail-week.com
[2] zdnet.com

Top Domains in Tweet in G9:
[24] infl.tv
[14] verint.com
[8] coruzant.com
[4] youtube.com
[1] techcrunch.com
[1] bit.ly
[1] contactcenterpipeline.com
[1] ow.ly
[1] getvoip.com
[1] zdnet.com

Top Domains in Tweet in G10:
[12] postbeyond.com
[4] mytotalretail.com
[3] simplr.ai
[3] twitter.com
[3] inc.com
[2] linkedin.com
[2] forbes.com
[2] execsintheknow.com
[1] youtube.com
[1] evrythng.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3480] cx
[2725] 100daysofcode
[2535] socialmedia
[2214] bigdata
[1468] womenwhocode
[1374] ai
[1099] python
[1053] cybersecurity
[840] flutter
[831] datascience



Top Hashtags in Tweet in G1:
[2711] 100daysofcode
[2489] socialmedia
[2177] bigdata
[1459] womenwhocode
[1099] ai
[1095] python
[1040] cybersecurity
[839] flutter
[809] datascience
[784] javascript

Top Hashtags in Tweet in G2:
[554] cx
[117] customerexperience
[43] marketing
[28] ux
[26] customerservice
[22] digital
[21] contactcenter
[17] ai
[17] crm
[15] customer

Top Hashtags in Tweet in G3:
[517] cx
[107] customerexperience
[94] ex
[87] custexp
[81] custserv
[69] designthinking
[56] futureback
[55] marketing
[46] jtbd
[39] innovation

Top Hashtags in Tweet in G4:
[185] cx
[72] fintech
[43] banking
[39] customerexperience
[34] ai
[33] ux
[32] innovation
[31] finserv
[29] digitaltransformation
[22] technology

Top Hashtags in Tweet in G5:
[250] cx
[101] customerexperience
[52] ai
[35] cloud
[33] cxnews
[32] ccaas
[27] contactcenter
[26] customerservice
[22] crm
[20] custserv

Top Hashtags in Tweet in G6:
[178] cx
[92] crm
[51] oraclelive
[15] customerservice
[13] 5g
[12] dmexcoathome
[12] dmexco21
[12] ai
[11] marketing
[6] sales

Top Hashtags in Tweet in G7:
[109] cx
[36] custexp
[28] marketing
[25] sales
[16] custserv
[14] productmarketing
[13] bizdev
[12] ai
[12] customerexperience
[12] stevepappas

Top Hashtags in Tweet in G8:
[79] cx
[33] customerexperience
[24] ai
[12] marketing
[10] digital
[10] digitaltransformation
[10] cloud28
[8] identity
[8] trust
[8] retail

Top Hashtags in Tweet in G9:
[60] cx
[52] digital
[22] automation
[22] ai
[21] customerexperience
[15] analytics
[14] data
[14] voiceofthecustomer
[13] customerinsights
[12] engagementcapacitygap

Top Hashtags in Tweet in G10:
[49] cx
[9] customerexperience
[9] retail
[7] omnichannel
[7] evrythng
[4] iot
[4] tech
[3] customerloyalty
[3] customerservice
[3] gs1

Top Words
Top Words in Tweet in Entire Graph:
[3480] #cx
[2740] #100daysofcode
[2550] #socialmedia
[2350] chidambara09
[2229] #bigdata
[1468] #womenwhocode
[1374] #ai
[1152] enilev
[1099] #python
[1053] #cybersecurity

Top Words in Tweet in G1:
[2726] #100daysofcode
[2504] #socialmedia
[2333] chidambara09
[2192] #bigdata
[1459] #womenwhocode
[1141] enilev
[1099] #ai
[1095] #python
[1040] #cybersecurity
[839] #flutter

Top Words in Tweet in G2:
[554] #cx
[183] customer
[117] #customerexperience
[114] experience
[71] more
[67] cx
[62] customers
[43] #marketing
[43] read
[41] business

Top Words in Tweet in G3:
[517] #cx
[259] customer
[112] experience
[107] #customerexperience
[94] #ex
[87] #custexp
[81] #custserv
[74] customers
[71] cx
[69] #designthinking

Top Words in Tweet in G4:
[185] #cx
[72] #fintech
[47] customer
[43] experience
[43] #banking
[39] #customerexperience
[34] #ai
[33] #ux
[32] #innovation
[32] more

Top Words in Tweet in G5:
[250] #cx
[101] #customerexperience
[85] customer
[81] ronald_vanloon
[55] data
[55] experience
[52] #ai
[52] contact
[49] more
[45] cx

Top Words in Tweet in G6:
[178] #cx
[96] better
[92] #crm
[91] join
[91] 20
[91] future
[75] reimagined
[73] shares
[71] customers'
[71] needs

Top Words in Tweet in G7:
[109] #cx
[56] distinction
[36] #custexp
[33] join
[29] creating
[28] #marketing
[28] scott
[28] mckain
[28] playing
[28] radio

Top Words in Tweet in G8:
[79] #cx
[59] customer
[39] technative
[34] days
[33] #customerexperience
[32] customers
[27] gt
[24] business
[24] experience
[24] #ai

Top Words in Tweet in G9:
[60] #cx
[52] #digital
[38] verint
[23] award
[22] #automation
[22] #ai
[21] #customerexperience
[20] shares
[19] first
[18] cfleischaker

Top Words in Tweet in G10:
[49] #cx
[16] more
[12] approach
[11] mytotalretail
[10] digital
[9] #customerexperience
[9] customer
[9] article
[9] #retail
[8] evrythng

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2139] #socialmedia,#100daysofcode
[1957] #100daysofcode,#bigdata
[1463] #bigdata,#womenwhocode
[1030] #womenwhocode,#python
[778] #python,#flutter
[675] #github,#nodejs
[662] #cybersecurity,#devops
[661] #nodejs,#cybersecurity
[659] #javascript,#github
[531] #hclswlobp,#nocode

Top Word Pairs in Tweet in G1:
[2126] #socialmedia,#100daysofcode
[1945] #100daysofcode,#bigdata
[1454] #bigdata,#womenwhocode
[1026] #womenwhocode,#python
[777] #python,#flutter
[672] #github,#nodejs
[659] #cybersecurity,#devops
[658] #nodejs,#cybersecurity
[656] #javascript,#github
[529] #hclswlobp,#nocode

Top Word Pairs in Tweet in G2:
[72] customer,experience
[40] #customerexperience,#cx
[39] #cx,#customerexperience
[16] read,more
[15] customer,service
[15] learn,more
[13] gt,gt
[13] #cx,#ux
[12] contact,center
[10] cx,8値引き2021知らないと後悔する1つの事

Top Word Pairs in Tweet in G3:
[85] customer,experience
[71] #cx,#ex
[28] #customerexperience,#cx
[28] #custexp,#cx
[27] #cx,#marketing
[27] #ex,#custexp
[26] customer,service
[23] #custexp,#custserv
[21] #cx,#customerexperience
[20] #cx,#customersuccess

Top Word Pairs in Tweet in G4:
[27] #ux,#cx
[23] #banking,#fintech
[17] customer,experience
[15] #innovation,#fintech
[15] #fintech,#finserv
[14] bad,user
[14] user,experiences
[14] experiences,destroy
[14] destroy,great
[14] great,marketing

Top Word Pairs in Tweet in G5:
[54] #cx,#customerexperience
[32] #cxnews,#cx
[31] #ai,#cloud
[30] contact,center
[25] data,#ai
[25] ronald_vanloon,genefamurphy
[20] customer,experience
[20] ronald_vanloon,reimagine
[15] gt,gt
[14] customer,service

Top Word Pairs in Tweet in G6:
[86] future,#crm
[86] better,#cx
[75] reimagined,future
[71] customers',needs
[71] salespeople,left
[71] left,behind
[71] behind,join
[70] dramatically,salespeople
[69] needs,evolving
[69] evolving,dramatically

Top Word Pairs in Tweet in G7:
[28] scott,mckain
[28] playing,distinction
[28] distinction,radio
[28] radio,join
[28] join,cutting
[28] cutting,edge
[28] edge,ideas
[28] ideas,#cx
[27] #cx,creating
[27] creating,personal

Top Word Pairs in Tweet in G8:
[19] customer,experience
[17] gone,days
[17] days,business
[17] business,deciding
[17] deciding,interact
[17] interact,customers
[17] customers,days
[17] days,customer
[17] customer,holds
[17] holds,power

Top Word Pairs in Tweet in G9:
[18] #digital,first
[18] cfleischaker,shares
[16] gaining,command
[16] command,#customerexperience
[16] shares,tactics
[16] tactics,forbescommcncl
[14] #ai,#automation
[14] forbescommcncl,#digital
[14] verint,honored
[14] honored,metrigy

Top Word Pairs in Tweet in G10:
[7] #omnichannel,approach
[6] approach,important
[6] success,#cx
[5] timothy,esbe
[5] recent,article
[5] article,written
[5] written,mytotalretail
[5] mytotalretail,delve
[5] delve,#omnichannel
[5] important,star

Top Replied-To
Top Replied-To in Entire Graph:
@tocelot
@madebygoogle
@dialpadhq
@digitaltrends
@bdt1968
@betamoroney
@cas_2050009296
@five9_emea
@drtechgeek
@raimonick

Top Replied-To in G1:
@tocelot
@madebygoogle
@enilev
@betamoroney
@digitaltrends
@bdt1968

Top Replied-To in G3:
@gartner
@europeancxorg
@jmaxball
@stephaniethum
@oraclecx
@stephenhegarty
@annettefranz

Top Replied-To in G4:
@jimmarous

Top Replied-To in G5:
@dialpadhq
@five9_emea
@ventanaresearch
@uniphore
@robscott_uc
@cancom_uki
@five9
@justinfeds4
@8x8
@twilio

Top Replied-To in G6:
@forrester

Top Replied-To in G7:
@apple

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@enilev
@betamoroney
@nitin_nitinsr
@evasmartai
@pinakilaskar
@pauljmason
@andrewincontact
@ronald_vanloon
@andi_staub

Top Mentioned in G1:
@chidambara09
@enilev
@betamoroney
@nitin_nitinsr
@evasmartai
@pinakilaskar
@pauljmason
@andrewincontact
@andi_staub
@natascha_hclsw

Top Mentioned in G2:
@cars_mood
@dvtsoftware
@tcs_digital
@jamilahmed_16
@ross_quintana
@trsocialselling
@chargebee
@groupabai
@espritservicefr

Top Mentioned in G3:
@mentalmarketer
@stephaniethum
@hyken
@cmswire
@annettefranz
@drjdrooghaag
@cxpert
@dgingiss
@constellationr
@debbieszumylo

Top Mentioned in G4:
@mvollmer1
@jimmarous
@enricomolinari
@davidjmaireles
@ipfconline1
@betamoroney
@bankingdive
@jblefevre60
@nicochan33
@spirosmargaris

Top Mentioned in G5:
@ronald_vanloon
@genefamurphy
@five9
@nicecxone
@kdawsonvr
@gartner_inc
@ujetcx
@cxtodaynews
@ventanaresearch
@intelisyscorp

Top Mentioned in G6:
@oracle
@oraclecx
@rtarkoff
@larryellison
@oraclecomms
@akelman
@katiemartell
@redbullracing
@oraclemarketing
@fishbowle20

Top Mentioned in G7:
@stacysherman
@jakemckee
@danonlinkedin
@egain
@antgrasso
@mikequindazzi
@userexperienceu
@jkhoey
@pdorrington
@timbo2002

Top Mentioned in G8:
@technative
@cloud28plus
@wolkensoftware
@gregkihlstrom
@cmswire
@neirajones
@johnleh
@bimedotcom
@harsha_mp
@talentedlearn

Top Mentioned in G9:
@verint
@cfleischaker
@verintamy
@forbescommcncl
@metrigy
@erichead
@conversocial
@bcbsla
@opusresearch
@dnm54

Top Mentioned in G10:
@mytotalretail
@zendesk
@evrythng
@nialltweet
@inc
@dlrdaniel
@mckinsey
@lego_group
@execsintheknow
@forbes

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@sectest9
@cybersec_feeds
@jiocare
@chidambara09
@ee
@xaelbot
@codedailybot
@evankirstel
@aaroncuddeback

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@aaroncuddeback
@thedeveloperbot
@cybersecurityn8
@viralvideovlogs
@discovertech3

Top Tweeters in G2:
@marshacollier
@intensive911
@dogetalist
@cyclismactu
@socialsmktg
@peterkeates
@victorvquijano
@ross_quintana
@imoyse
@jasonsbradshaw

Top Tweeters in G3:
@aldoceccarelli
@etribune
@rwang0
@designthinkbot
@richardhdent
@nealschaffer
@shashib
@katenasser
@drjdrooghaag
@janlgordon

Top Tweeters in G4:
@evankirstel
@lorimoreno
@artificialbra1n
@le_figaro
@jeandoobs
@lesechos
@trippbraden
@benishii_
@laveilletechno
@shi4tech

Top Tweeters in G5:
@pizzahut
@ilovebooks786
@greentechdon
@theipaper
@shellykramer
@moqil
@danielnewmanuv
@travel_biz_news
@salesforce
@bulldogreporter

Top Tweeters in G6:
@stfuimtweetn0_o
@pitrko
@santander_br
@kurtpimentel
@unahub
@itpro
@johanlouwers
@annasabryan
@oraclemarketing
@smesgoals

Top Tweeters in G7:
@bubbles4tw
@iheartradio
@google
@jkhoey
@jc_james_clark
@stem_ai
@motorcycletwitt
@userexperienceu
@km_delivery
@cmdatascoop

Top Tweeters in G8:
@rosenchild
@ml_tweet_bot
@adamsconsulting
@ucloudify
@fortivus
@medvidekpu
@corix_jc
@technative
@corixpartners
@transform_sec

Top Tweeters in G9:
@zdnet
@manifattura40
@yixuantu1
@coruzant
@dnm54
@pgreenbe
@verint
@atlantic_union
@verintsusanne
@metrigy

Top Tweeters in G10:
@jacobussystems
@inc
@venturebeat
@lego_group
@trishofthetrade
@rhettpower
@carlajohnson
@microsoftteams
@mckinsey
@patagonia