cmswire, Twitter, 10/14/2019 5:36:27 AM, 212902


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cmswire_2019-10-13_21-26-24.xlsx
cmswire_2019-10-13_21-26-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 14, 2019
Short Description:
cmswire via NodeXL http://bit.ly/2ILLol0
@cmswire
@kayaismail
@ronald_vanloon
@softclouds
@domnicastro
@dshiao
@druadh20
@phil_britt
@dianaballard18
@chidambara09

Top hashtags:
#cx
#marketing
#customerexperience
#ai
#digitalworkplace
#digitalmarketing

Description:
Description
The graph represents a network of 1,907 Twitter users whose tweets in the requested range contained "cmswire", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 14 October 2019 at 04:27 UTC.

The requested start date was Monday, 14 October 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 31-minute period from Monday, 30 September 2019 at 00:28 UTC to Monday, 14 October 2019 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[105] https://twinybots.ch/
[54] https://www.cmswire.com/digital-marketing/direct-to-consumer-marketing-how-brands-are-cutting-out-the-middle-man/
[48] https://www.cmswire.com/digital-marketing/is-social-media-marketing-dying/
[36] https://www.cmswire.com/digital-marketing/the-key-elements-of-a-successful-intent-data-strategy/
[35] https://www.cmswire.com/digital-marketing/why-prescriptive-analytics-is-the-future-of-marketing/
[34] https://www.cmswire.com/customer-experience/why-augmented-reality-will-be-your-next-customer-channel/?utm_content=102776072&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[32] https://www.cmswire.com/information-management/failure-to-launch-5-causes-of-digital-transformation-failure/
[30] https://www.cmswire.com/digital-marketing/six-tips-to-help-solve-todays-real-time-marketing-challenges/
[27] https://www.cmswire.com/digital-workplace/3-decisions-that-matter-in-digital-transformation/
[27] https://www.cmswire.com/digital-marketing/why-b2b-marketers-should-be-live-streaming-more/

Top URLs in Tweet in G1:
[26] https://twinybots.ch/
[26] https://www.cmswire.com/digital-marketing/is-social-media-marketing-dying/
[16] https://www-cmswire.simplermedia.com/cw-wb-191017-five9-cx.html?utm_source=five9.com&utm_medium=web&utm_campaign=wb-191017-five9-cx&utm_content=lk-7
[13] https://www.cmswire.com/digital-marketing/direct-to-consumer-marketing-how-brands-are-cutting-out-the-middle-man/
[12] https://www.cmswire.com/digital-marketing/a-6-step-b2b-influencer-marketing-program/
[12] https://www.cmswire.com/digital-marketing/why-prescriptive-analytics-is-the-future-of-marketing/
[11] https://www.cmswire.com/customer-experience/how-brands-can-repair-a-battered-online-reputation/
[11] https://www.cmswire.com/digital-marketing/six-tips-to-help-solve-todays-real-time-marketing-challenges/
[10] https://bitly.com/
[9] https://www.cmswire.com/information-management/interoperability-is-not-the-only-obstacle-to-blockchain-adoption/

Top URLs in Tweet in G2:
[16] https://www.cmswire.com/information-management/failure-to-launch-5-causes-of-digital-transformation-failure/
[15] https://www.cmswire.com/digital-marketing/direct-to-consumer-marketing-how-brands-are-cutting-out-the-middle-man/
[12] https://www.cmswire.com/customer-experience/delivering-customer-experience-in-the-supply-chain/
[11] https://www.cmswire.com/information-management/interoperability-is-not-the-only-obstacle-to-blockchain-adoption/
[10] https://www.cmswire.com/digital-marketing/three-cmos-discuss-proving-worth-and-the-road-ahead-for-marketing-leaders/
[10] https://www.cmswire.com/digital-marketing/why-b2b-marketers-should-be-live-streaming-more/
[9] https://www.cmswire.com/digital-marketing/the-key-elements-of-a-successful-intent-data-strategy/
[9] https://www.cmswire.com/digital-marketing/is-social-media-marketing-dying/
[9] https://www.cmswire.com/digital-workplace/understanding-the-tech-skills-gap/
[9] https://www.cmswire.com/digital-marketing/six-tips-to-help-solve-todays-real-time-marketing-challenges/

Top URLs in Tweet in G3:
[16] https://www.cmswire.com/digital-marketing/direct-to-consumer-marketing-how-brands-are-cutting-out-the-middle-man/
[11] https://www.cmswire.com/digital-experience/navigating-ai-the-changing-role-of-the-cio/
[8] https://www.cmswire.com/digital-workplace/3-decisions-that-matter-in-digital-transformation/
[8] https://www.cmswire.com/digital-marketing/how-to-use-google-analytics-lifetime-value-reports-to-highlight-valuable-marketing/
[8] https://www.cmswire.com/digital-marketing/why-b2b-marketers-should-be-live-streaming-more/
[8] https://www.cmswire.com/digital-marketing/how-to-use-google-analytics-lifetime-value-reports-to-highlight-valuable-marketing/?linkId=74774839
[8] https://twitter.com/i/web/status/1180247982056366085
[7] https://www.cmswire.com/digital-marketing/the-key-elements-of-a-successful-intent-data-strategy/
[7] https://www.cmswire.com/digital-marketing/six-tips-to-help-solve-todays-real-time-marketing-challenges/
[4] https://go.nextplane.net/l/672583/2019-10-09/2xnnn/2373

Top URLs in Tweet in G4:
[11] https://www.cmswire.com/digital-experience/3-ways-artificial-intelligence-is-transforming-customer-experience/
[3] https://www.cmswire.com/digital-workplace/what-will-disrupt-the-2019-digital-workplace/?utm_sq=fyb3v8d7z0&utm_source=Twitter&utm_medium=social&utm_campaign=Kahootz&utm_content=Cloudcomputing
[2] https://www.cmswire.com/information-management/digital-transformation-the-good-news-and-the-bad-news/?utm_sq=fr451h2uzq&utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss
[2] https://www.cmswire.com/leadership/3-simple-ways-to-improve-workplace-engagement/?utm_sq=fr451h30ko&utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss
[2] https://www.cmswire.com/digital-workplace/what-collaboration-will-look-like-in-2019/?utm_sq=fz0hh8qvf2&utm_source=Twitter&utm_medium=social&utm_campaign=Kahootz&utm_content=Collaboration
[2] https://www.cmswire.com/customer-experience/a-good-chatbot-is-hard-to-find/?utm_sq=fr451h311e&utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss
[2] https://www.cmswire.com/digital-workplace/quality-workplace-cultures-align-talent-technology-and-teamwork/?utm_sq=fr451h31i4&utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss
[2] https://www.cmswire.com/digital-marketing/why-digital-policies-are-an-agile-marketers-best-friend/?utm_sq=fr451h320p&utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss
[2] https://www.cmswire.com/customer-experience/how-good-customer-experience-can-turn-to-bad-in-the-swipe-of-a-credit-card/?utm_sq=fr451h32if&utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss
[2] https://www.cmswire.com/customer-experience/how-brands-can-repair-a-battered-online-reputation/?utm_sq=fr451h32zm&utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss

Top URLs in Tweet in G5:
[8] https://www.cmswire.com/digital-workplace/enterprises-already-looking-to-advanced-ai-for-an-edge/
[4] https://www.cmswire.com/digital-workplace/5-ways-digital-workplace-products-support-the-new-transformation-economy/?utm_source=twitter&utm_medium=social&utm_campaign=cm&utm_content=addthis_share:+5%2520Ways%2520Digital%2520Workplace%2520Products%2520Support%2520the%2520New%2520Transformation%2520Economy#.XZUu35boPRI.twitter
[4] https://www.cmswire.com/digital-marketing/2020-is-around-the-corner-marketers-are-you-ready/
[3] https://www.cmswire.com/customer-experience/delivering-the-right-content-at-each-step-of-your-buyers-journey/
[2] https://www.cmswire.com/information-management/edge-computing-vs-fog-computing-whats-the-difference/
[2] https://www.cmswire.com/digital-workplace/why-human-behavior-is-key-to-successful-change-management/
[2] https://www.cmswire.com/information-management/failure-to-launch-5-causes-of-digital-transformation-failure/#disqus_thread
[2] https://www.cmswire.com/digital-workplace/why-good-management-of-your-workplace-technology-is-key-to-success/?utm_source=twitter&utm_medium=social&utm_campaign=cm&utm_content=addthis_share:+Why%2520Good%2520Management%2520of%2520Your%2520Workplace%2520Technology%2520Is%2520%2520Key%2520to%2520Success#.XZ4kSy7nFIk.twitter
[2] https://www.cmswire.com/digital-workplace/our-digital-workplaces-are-talking-its-time-to-listen/?utm_source=twitter&utm_medium=social&utm_campaign=cm&utm_content=addthis_share:+Our%2520Digital%2520Workplaces%2520Are%2520Talking%253A%2520It's%2520Time%2520to%2520Listen#.XUMX_VUgv-E.twitter
[2] https://www.cmswire.com/digital-workplace/why-balancing-technology-with-employee-experience-is-essential/?utm_source=twitter&utm_medium=social&utm_campaign=cm&utm_content=addthis_share:+Why%2520Balancing%2520Technology%2520With%2520Employee%2520Experience%2520Is%2520Essential#.XZZ2MvGLChc.twitter

Top URLs in Tweet in G6:
[7] https://www.cmswire.com/customer-experience/is-near-real-time-customer-experience-within-reach/
[4] https://www.cmswire.com/customer-experience/how-the-customer-journey-will-evolve-in-the-next-5-years/
[3] https://www.cmswire.com/customer-experience/a-foundation-in-customer-experience-should-start-in-college/?utm_content=buffer0f047&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.cmswire.com/customer-experience/3-ways-to-realign-your-organization-to-focus-on-customer-experience/
[2] https://www.cmswire.com/digital-marketing/6-challenges-with-real-time-marketing/
[2] https://www.cmswire.com/customer-experience/customer-journey-20-implementing-lifecycle-marketing-for-2020-and-beyond/?utm_source=twitter&utm_medium=social&utm_campaign=cm&utm_content=addthis_share:+Customer%2520Journey%25202.0%253A%2520Implementing%2520Lifecycle%2520Marketing%2520for%25202020%2520and%2520Beyond
[2] https://www.cmswire.com/digital-marketing/the-key-elements-of-a-successful-intent-data-strategy/
[2] https://www.cmswire.com/customer-experience/3-ways-to-realign-your-organization-to-focus-on-customer-experience/?utm_content=buffera6bd1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.cmswire.com/analytics/forrester-journey-analytics-are-the-next-frontier-for-customer-insights/
[2] http://www.cmswire.com/digital-experience/how-to-create-a-unified-customer-ecommerce-journey/

Top URLs in Tweet in G7:
[19] https://www.cmswire.com/digital-marketing/how-bringing-machine-learning-into-marketing-improves-business-results/?utm_source=t.co&utm_medium=social&utm_content=dlvr.it-cmswire
[15] https://www.cmswire.com/customer-experience/the-continued-evolution-of-the-customer-experience-stack/
[15] https://www.cmswire.com/digital-experience/3-ways-ai-and-automation-aid-personalization/
[14] https://www.cmswire.com/customer-experience/3-areas-where-iot-will-improve-the-customer-journey/
[14] https://www.cmswire.com/customer-experience/how-financial-institutions-can-shift-from-product-pushers-to-relationship-builders/
[14] https://www.cmswire.com/customer-experience/how-machine-learning-improves-customer-experience-and-increases-revenue/
[13] https://twinybots.ch/
[8] https://www.cmswire.com/digital-experience/customer-data-platforms-bring-omnichannel-choreography-within-reach/
[5] https://www-cmswire-com.cdn.ampproject.org/c/s/www.cmswire.com/digital-experience/decisioning-the-only-way-to-accelerate-analytics-to-value/amp/
[3] http://ow.ly/K3jR30nxo0e

Top URLs in Tweet in G8:
[15] https://www.cmswire.com/information-management/why-gdpr-is-still-creating-problems-in-the-enterprise/
[4] https://www.cmswire.com/information-management/newsbyte-gdpr-data-privacy-and-what-companies-are-doing-to-keep-users-safe/
[3] https://www.cmswire.com/digital-experience/the-time-is-now-how-to-incorporate-machine-learning-into-your-business-today/
[3] https://twitter.com/RichardEudes/status/1179041048292728832
[2] https://www.cmswire.com/information-management/why-gdpr-is-still-creating-problems-in-the-enterprise/?utm_source=cmswire.com&utm_medium=email&utm_campaign=cm&utm_content=nl-wir-190929&mkt_tok=eyJpIjoiWlRSbFlqZGtabU16TWpKayIsInQiOiJOemtKYnliZGZoTkdVZmFpUjdCM0t4S1lOREhteDk2bGNVREp6OW82cmRvakowZEdtZXVJVE9xWGh1WWFrbklOaGtpTkE2SXVFdDltd0oxUWJkMjZWd01KQUtsdTBtZzh5Um5MRGh3c3UwYWt0Z3B4WDh2c25SdjVGbGxtdDE2eSJ9
[2] https://www.cmswire.com/digital-marketing/how-bringing-machine-learning-into-marketing-improves-business-results/?utm_source=t.co&utm_medium=social&utm_content=dlvr.it-cmswire
[2] https://www.cmswire.com/digital-workplace/why-you-need-to-know-the-difference-between-ai-and-automation/
[2] https://www.cmswire.com/information-management/6-takeaways-from-gdprs-first-year/
[1] https://www.cmswire.com/marketing-automation/what-is-marketing-automation-and-how-does-it-help-marketers
[1] https://www.cmswire.com/digital-workplace/google-executive-shines-light-on-the-path-to-ai-in-the-enterprise/

Top URLs in Tweet in G9:
[9] https://www.cmswire.com/digital-experience/what-does-digital-transformation-mean-for-your-organization/
[8] https://www.cmswire.com/digital-workplace/why-digital-transformation-feels-so-difficult/
[7] https://twinybots.ch/
[7] https://www.cmswire.com/information-management/failure-to-launch-5-causes-of-digital-transformation-failure/
[5] https://www.cmswire.com/digital-marketing/the-key-elements-of-a-successful-intent-data-strategy/
[4] https://www.cmswire.com/digital-marketing/the-problem-with-audio-content/?utm_source=dlvr.it&utm_medium=tumblr
[3] https://www.cmswire.com/digital-experience/why-enterprises-need-digital-transformation/
[3] https://www.cmswire.com/information-management/strategies-for-implementing-continuous-integrationcontinuous-deployment/
[2] https://www.cmswire.com/digital-workplace/3-decisions-that-matter-in-digital-transformation/
[2] https://www.cmswire.com/digital-workplace/5-ways-digital-workplace-products-support-the-new-transformation-economy/?utm_source=cmswire.com&utm_medium=web-rss&utm_campaign=cm&utm_content=all-articles-rss

Top URLs in Tweet in G10:
[9] https://www.cmswire.com/digital-workplace/is-augmented-artificial-intelligence-already-disrupting-artificial-intelligence/
[3] https://www.cmswire.com/digital-experience/3-ways-artificial-intelligence-is-transforming-customer-experience/?utm_content=bufferdc7e2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.cmswire.com/digital-experience/3-ways-artificial-intelligence-is-transforming-customer-experience/
[3] https://www.cmswire.com/digital-experience/3-ways-artificial-intelligence-is-transforming-customer-experience/?utm_content=buffer534dd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.cmswire.com/digital-experience/navigating-ai-the-changing-role-of-the-cio/
[1] https://www.cmswire.com/digital-workplace/enterprises-already-looking-to-advanced-ai-for-an-edge/

Top Domains
Top Domains in Tweet in Entire Graph:
[2537] cmswire.com
[204] dlvr.it
[148] twitter.com
[105] twinybots.ch
[61] linkedin.com
[36] dy.si
[25] simplermedia.com
[17] bit.ly
[12] snip.ly
[11] okt.to

Top Domains in Tweet in G1:
[659] cmswire.com
[50] linkedin.com
[45] dlvr.it
[33] twitter.com
[26] twinybots.ch
[17] simplermedia.com
[15] bit.ly
[10] bitly.com
[8] editoreye.com
[5] integrated-m.com

Top Domains in Tweet in G2:
[490] cmswire.com
[65] dlvr.it
[26] twitter.com
[9] flip.it
[7] twinybots.ch
[7] dy.si
[3] ow.ly
[3] skuid.com
[3] paper.li
[3] okt.to

Top Domains in Tweet in G3:
[251] cmswire.com
[88] dlvr.it
[36] twitter.com
[4] nextplane.net
[1] tiny.cc
[1] stefanpfeiffer.blog
[1] dxsummit.com
[1] disq.us
[1] dy.si
[1] bit.ly

Top Domains in Tweet in G4:
[68] cmswire.com
[2] faveeo.com
[1] twitter.com
[1] radian6.com
[1] dy.si

Top Domains in Tweet in G5:
[57] cmswire.com
[2] twitter.com
[1] cleo.com
[1] dlvr.it
[1] blissity.com

Top Domains in Tweet in G6:
[60] cmswire.com
[4] twitter.com
[3] okt.to
[1] customerservicedaily.com
[1] ow.ly
[1] twinybots.ch

Top Domains in Tweet in G7:
[130] cmswire.com
[13] twinybots.ch
[8] twitter.com
[5] ampproject.org
[3] ow.ly
[1] linkedin.com

Top Domains in Tweet in G8:
[41] cmswire.com
[25] dy.si
[6] twitter.com

Top Domains in Tweet in G9:
[275] cmswire.com
[8] candicerodriguez.com
[7] twinybots.ch
[4] twitter.com
[2] dlvr.it
[2] bing.com
[1] fiverr.com

Top Domains in Tweet in G10:
[20] cmswire.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[258] cx
[205] marketing
[202] customerexperience
[171] ai
[164] digitalworkplace
[158] digitalmarketing
[129] digitaltransformation
[93] analytics
[81] tech
[74] machinelearning



Top Hashtags in Tweet in G1:
[55] marketing
[43] cx
[19] customerexperience
[17] digitaltransformation
[16] digitalmarketing
[13] ai
[12] b2b
[12] tech
[11] socialmedia
[11] ar

Top Hashtags in Tweet in G2:
[63] digitalmarketing
[54] digitalworkplace
[43] marketing
[38] customerexperience
[27] cx
[25] ai
[15] b2b
[14] digitalexperience
[12] informationmanagement
[11] digitaltransformation

Top Hashtags in Tweet in G3:
[29] b2b
[27] marketing
[26] tech
[25] digitalworkplace
[23] enterprise
[17] ai
[11] collaboration
[10] technology
[10] cio
[9] digitalmarketing

Top Hashtags in Tweet in G4:
[16] ai
[16] digitaltransformation
[12] artificialintelligence
[10] fintech
[10] insurtech
[8] cloud
[8] cx
[7] collaboration
[7] customerexperience
[6] marketing

Top Hashtags in Tweet in G5:
[14] healthcare
[14] edgecomputing
[14] fogcomputing
[14] healthit
[14] healthtech
[14] medtech
[13] ai
[12] digitaltransformation
[7] marketers
[7] tech

Top Hashtags in Tweet in G6:
[20] customerexperience
[19] cx
[6] ecommerce
[5] customerjourney
[5] marketing
[4] martech
[3] b2cmarketing
[3] b2bmarketing
[3] retail
[2] supplychain

Top Hashtags in Tweet in G7:
[63] cx
[53] analytics
[43] machinelearning
[38] iot
[37] ai
[32] customerexperience
[30] personalization
[25] data
[25] marketing
[23] customer

Top Hashtags in Tweet in G8:
[36] gdpr
[27] dataprivacy
[18] analytics
[17] datamanagement
[17] cx
[16] edm
[11] ba
[9] businessanalytics
[8] bigdata
[7] bi

Top Hashtags in Tweet in G9:
[59] digitalworkplace
[40] digitalmarketing
[39] digitaltransformation
[29] digitalexperience
[24] informationmanagement
[17] customerexperience
[7] eim
[5] data
[5] dxleaders
[4] transformation

Top Hashtags in Tweet in G10:
[22] ai
[12] artificialintelligence
[9] augmentedai
[7] cx
[7] bigdata
[6] machinelearning
[6] customerexperience
[5] ml
[5] dl
[2] cio

Top Words
Top Words in Tweet in Entire Graph:
[1978] Words in Sentiment List#1: Positive
[950] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[54346] Non-categorized Words
[57274] Total Words
[896] cmswire
[602] marketing
[461] customer
[382] digital
[335] more

Top Words in Tweet in G1:
[177] marketing
[129] more
[127] customer
[99] experience
[81] cmswire
[76] digital
[58] time
[56] bad
[55] #marketing
[46] workplace

Top Words in Tweet in G2:
[387] cmswire
[132] marketing
[94] customer
[93] digital
[73] more
[72] workplace
[66] experience
[63] #digitalmarketing
[54] #digitalworkplace
[49] time

Top Words in Tweet in G3:
[137] cmswire
[95] marketing
[68] kayaismail
[50] workplace
[49] evankirstel
[45] digital
[45] domnicastro
[41] more
[40] out
[30] sammarshall

Top Words in Tweet in G4:
[18] digital
[17] kahootz
[17] ways
[17] customer
[16] #ai
[16] experience
[15] #digitaltransformation
[13] cmswire
[13] 3
[12] #artificialintelligence

Top Words in Tweet in G5:
[30] cmswire
[25] druadh20
[14] 21st
[14] century
[14] #healthcare
[14] difference
[14] between
[14] #edgecomputing
[14] #fogcomputing
[14] #healthit

Top Words in Tweet in G6:
[36] cmswire
[32] customer
[20] #customerexperience
[20] phil_britt
[19] real
[19] time
[19] #cx
[17] journey
[15] marketing
[15] within

Top Words in Tweet in G7:
[63] #cx
[53] #analytics
[43] #machinelearning
[38] #iot
[37] #ai
[37] here's
[33] improve
[32] #customerexperience
[30] #personalization
[30] marketing

Top Words in Tweet in G8:
[36] #gdpr
[33] toddwright_gdpr
[33] shares
[29] data
[29] cmswire
[25] #dataprivacy
[23] sasâ
[21] develop
[19] gdpr
[19] lisamloftis

Top Words in Tweet in G9:
[61] contactpersona1
[59] #digitalworkplace
[48] digital
[41] marketing
[40] #digitalmarketing
[39] #digitaltransformation
[33] more
[30] failure
[29] #digitalexperience
[28] transformation

Top Words in Tweet in G10:
[21] #ai
[12] #artificialintelligence
[12] â
[9] gartner
[9] ai
[9] augmentation
[9] create
[9] 2
[9] 9
[9] trillion

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[219] customer,experience
[146] real,time
[130] digital,transformation
[129] digital,workplace
[115] social,media
[84] time,marketing
[76] employee,experience
[69] more,news
[65] customer,journey
[65] 3,ways

Top Word Pairs in Tweet in G1:
[73] customer,experience
[43] social,media
[43] real,time
[28] time,marketing
[28] more,news
[27] media,marketing
[26] marketing,dying
[23] digital,transformation
[22] 4,ways
[20] influencer,marketing

Top Word Pairs in Tweet in G2:
[45] digital,workplace
[36] real,time
[33] customer,experience
[28] digital,transformation
[25] time,marketing
[25] cmswire,#marketing
[22] employee,experience
[20] social,media
[18] more,news
[17] customer,journey

Top Word Pairs in Tweet in G3:
[34] digital,workplace
[27] social,media
[22] #enterprise,#tech
[22] direct,consumer
[22] consumer,marketing
[22] cutting,out
[22] out,middle
[22] middle,man
[21] brands,cutting
[20] use,google

Top Word Pairs in Tweet in G4:
[14] customer,experience
[11] 3,ways
[11] transforming,customer
[10] ways,#artificialintelligence
[10] #artificialintelligence,transforming
[10] experience,#fintech
[10] #fintech,#insurtech
[10] #insurtech,#ai
[9] globaliqx,3
[9] #ai,#bigdat

Top Word Pairs in Tweet in G5:
[14] 21st,century
[14] century,#healthcare
[14] #healthcare,difference
[14] difference,between
[14] between,#edgecomputing
[14] #edgecomputing,#fogcomputing
[14] #fogcomputing,#healthit
[14] #healthit,#healthtech
[9] druadh20,cmswire
[7] rosenchild,21st

Top Word Pairs in Tweet in G6:
[19] real,time
[14] customer,journey
[13] customer,experience
[12] near,real
[11] within,reach
[7] 2,0
[7] 0,implementing
[7] implementing,lifecycle
[7] 2020,beyond
[7] next,five

Top Word Pairs in Tweet in G7:
[21] machine,learning
[20] bringing,machine
[20] learning,marketing
[20] business,results
[19] marketing,improve
[19] improve,business
[19] results,here's
[19] here's,#marketing
[19] #ai,#technology
[19] #technology,#artificialintelligence

Top Word Pairs in Tweet in G8:
[33] toddwright_gdpr,shares
[23] sasâ,toddwright_gdpr
[21] shares,develop
[18] lisamloftis,cmswire
[16] still,creating
[16] creating,problems
[16] develop,successful
[14] gdpr,still
[14] problems,enterprise
[12] three,things

Top Word Pairs in Tweet in G9:
[27] cms,wire
[24] digital,transformation
[20] contactpersona1,#digitalworkplace
[17] 5,causes
[15] more,news
[14] failure,launch
[12] causes,digital
[12] transformation,failure
[12] contactpersona1,#digitalexperience
[11] digital,workplace

Top Word Pairs in Tweet in G10:
[9] gartner,ai
[9] ai,augmentation
[9] augmentation,create
[9] create,2
[9] 2,9
[9] 9,trillion
[9] trillion,business
[9] business,value
[9] value,2021
[9] 2021,#augmentedai

Top Replied-To
Top Replied-To in Entire Graph:
@cmswire
@forrester
@connotronny
@evankirstel
@grissombrad
@tompetrocelli
@iantruscott
@domnicastro
@fingent
@deepuprakash

Top Replied-To in G2:
@cmswire
@tompetrocelli
@grissombrad
@alanjporter
@jknisley
@ashishsaxena33
@prsarahevans
@zoominfo

Top Replied-To in G3:
@iantruscott
@domnicastro
@aliaalkhafaji
@thoughtlabllc
@rajnijjer
@evankirstel
@fingent
@deepuprakash
@bynghall
@jedpc

Top Replied-To in G5:
@druadh20

Top Replied-To in G6:
@forrester
@gartner
@cmswire

Top Replied-To in G8:
@mhallow

Top Replied-To in G9:
@cmswire

Top Mentioned
Top Mentioned in Entire Graph:
@cmswire
@kayaismail
@domnicastro
@contactpersona1
@evankirstel
@druadh20
@toddwright_gdpr
@sammarshall
@ferbeltranmx
@phil_britt

Top Mentioned in G1:
@go2webmarketing
@socialboostva
@sellersted
@connectionit
@digitalyx_us
@roboticnewsnow
@talvoti
@jchverro
@xcapable

Top Mentioned in G2:
@cmswire
@neilpatel
@kayaismail
@domnicastro
@jeffsheehan
@windstream
@druadh20
@bynghall
@iterable
@integrateai

Top Mentioned in G3:
@cmswire
@kayaismail
@evankirstel
@domnicastro
@sammarshall
@christubb
@ecm_marketeer
@moritzzimmerman
@intranetfocus
@iantruscott

Top Mentioned in G4:
@kahootz
@cmswire
@globaliqx
@ronald_vanloon
@domnicastro
@cyrilcoste
@digitalcloudgal
@avrohomg
@softclouds
@jamesvgingerich

Top Mentioned in G5:
@cmswire
@druadh20
@rosenchild
@hubbucket
@goivanti
@dhinchcliffe
@tpgoebel
@plcinc
@ferbeltranmx
@greenbirdit

Top Mentioned in G6:
@cmswire
@phil_britt
@corinnejames
@forrester
@blueconic
@hyken
@ecm_marketeer
@nporte
@kayaismail
@stevendawsonsd

Top Mentioned in G7:
@ferbeltranmx
@jmmoran12
@joschloss
@cmswire
@wswmuc
@rpa_bizdev
@windupmerchant1
@jobinindia
@grjenkin
@simonlporter

Top Mentioned in G8:
@toddwright_gdpr
@cmswire
@lisamloftis
@richardeudes
@yigitalytics
@wdnew
@ronpreed
@jnicholson30
@mhallow
@syncrasy_tech

Top Mentioned in G9:
@contactpersona1
@cmswire
@jmancini77
@jamesvgingerich
@tompetrocelli
@aiimintl
@skjekkeland
@deanitla
@taylor_reach
@dxinstitute

Top Mentioned in G10:
@kirkdborne
@kazim_bahar
@maxjcm
@ipfconline1
@anjumiqbal
@jaypalter
@pierrepinna
@deeplearn007
@mvollmer1

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@piyuanker12
@javascriptd
@go2webmarketing
@jbkavungal
@gamergeeknews
@startupsbot
@evankirstel
@chidambara09

Top Tweeters in G1:
@go2webmarketing
@jbkavungal
@pekkapuhakka
@nadeemansary
@carlesdijous
@social_rosie
@saeedbaygi
@disabledsenior
@ronmc1
@fallysombonkhwa

Top Tweeters in G2:
@adunlea
@jamesjava
@howardstrauber
@gezgintrk
@annfine459
@garyvee
@40billioncom
@jeffsheehan
@gadiooumoul
@ethandkey1

Top Tweeters in G3:
@piyuanker12
@evankirstel
@billnigh
@richsimmondsza
@colorstreamedia
@padididit
@thehipposhoe
@promostking
@wunderkindpr_
@juliebhunt

Top Tweeters in G4:
@calcaware
@nancyrubin
@gvalan
@debraruh
@michelledh
@aldo_zaffalon
@drferdowsi
@enrirosasdiaz
@tonybodoh
@ccprakay

Top Tweeters in G5:
@startupsbot
@rosenchild
@akwyz
@cybersec_feeds
@hubbucket
@stanleyepstein
@dme_health
@junjudapi
@lightifyco1
@startupbulletin

Top Tweeters in G6:
@openmarketingtv
@csevastou
@cerasis
@hyken
@jaybaer
@dougmorneau
@dgingiss
@pantelischio
@sap_cx
@jeannebliss

Top Tweeters in G7:
@sectest9
@chidambara09
@aaroncuddeback
@simonlporter
@andrewmorrisuk
@vishne0
@akdm_bot
@abhinavpoonia
@jayeshmthakur
@grjenkin

Top Tweeters in G8:
@pvalsfr
@santchiweb
@justbementalist
@gdpr25thmay18
@jovisanc
@dd_fafa_
@bigdata_fr
@sassoftware
@analyticsfrance
@showmesolutions

Top Tweeters in G9:
@releaseteam
@gingercatgames
@jamesvgingerich
@femtech_
@dmalert
@dee_marketing
@dicerod
@womentechbot
@hyounpark
@aiimintl

Top Tweeters in G10:
@gamergeeknews
@thomaspower
@2601manish
@spirosmargaris
@jmarinpu
@ipfconline1
@jblefevre60
@vivekghosal
@montreal_ai
@kirkdborne


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