custexp, Twitter, 6/16/2019 4:05:47 PM, 200160


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custexp_2019-06-16_07-24-12.xlsx
custexp_2019-06-16_07-24-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 16, 2019
Short Description:
custexp via NodeXL http://bit.ly/2XPIIs3
@debbieszumylo
@jeannebliss
@billquiseng
@annettefranz
@mycustomer
@deniseleeyohn
@hyken
@forrester
@serve4impact
@forbes

Top hashtags:
#custexp
#cx
#customerexperience
#custserv
#customerservice
#marketing
#leadership
#ux

Description:
Description
The graph represents a network of 999 Twitter users whose tweets in the requested range contained "custexp", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 16 June 2019 at 14:25 UTC.

The requested start date was Sunday, 16 June 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, 7-hour, 44-minute period from Sunday, 02 June 2019 at 00:01 UTC to Saturday, 15 June 2019 at 07:45 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 999
Unique Edges : 1127
Edges With Duplicates : 1571
Total Edges : 2698
Number of Edge Types : 3
Mentions : 1677
Tweet : 998
Replies to : 23
Self-Loops : 998
Reciprocated Vertex Pair Ratio : 0.050390964378801
Reciprocated Edge Ratio : 0.0959470636889992
Connected Components : 248
Single-Vertex Connected Components : 171
Maximum Vertices in a Connected Component : 556
Maximum Edges in a Connected Component : 1791
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.278888
Graph Density : 0.00121263548117256
Modularity : 0.407274
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[85] https://fiverr.com/makeunique1/
[24] https://www.forbes.com/sites/deniselyohn/2019/06/03/align-employees-to-customer-success-drive-cx-excellence
[20] https://www.cx-journey.com/2019/06/has-your-cx-transformation-stalled.html
[17] https://hyken.com/customer-experience-2/walking-in-your-customers-shoes/
[17] http://digital-leadership-associates.passle.net/post/102flit/digital-savvy-boards-drive-profitability-but-few-make-the-grade
[16] https://www.dlaignite.com/cx-are-you-for-real/
[14] https://www.cx-journey.com/2019/06/the-secret-sauce-to-achieve-outcomes.html
[14] https://www.mycustomer.com/experience/loyalty/how-southwest-airlines-used-behavioural-science-to-create-a-better-boarding?platform=hootsuite
[13] http://customerthink.com/has-your-cx-transformation-stalled/
[13] https://www.go.webhelp.com/automation-whitepaper/

Top URLs in Tweet in G1:
[4] http://omegazadvisors.com/2014/12/29/pretty-health-care-dilemma/
[4] http://insights.btoes.com/exclusive/report-cx-as-a-priority?utm_source=JUKEBOX
[3] http://customerthink.com/has-your-cx-transformation-stalled/
[3] http://insights.btoes.com/grab-your-copy-global-state-of-operational-excellence-2017-industry-report?utm_campaign=BTOES%20Insights%20Report%202017&utm_source=twitter&utm_medium=social
[2] https://undeveloped.com/buy-domain/evangelist.cx?redirected=true&tld=cx
[2] https://upshotstories.com/stories/507?utm_source=The%20Quad
[2] https://setoo.com/can-insurers-really-connect-with-the-millennials/
[2] http://www.clientretentioninc.com
[2] https://ucopia.com/en/news-en/how-retail-industry-leverage-on-data/
[2] http://insights.btoes.com/customer-experience-lessons-straight-from-the-t?utm_source=Twitter&utm_medium=Twitter&utm_campaign=Article

Top URLs in Tweet in G2:
[7] https://www.erdm.com/articles-innovator-profiles/2019/6/10/you-need-human-data-to-truly-measure-customer-engagement
[6] https://go.forrester.com/cx-index-2019-results?utm_source=twitter&utm_medium=social&utm_content=100000746782203&utm_campaign=cxindex19&linkId=100000006625872
[5] https://go.forrester.com/cx-index-2019-results?utm_source=twitter&utm_medium=social&utm_content=100000746786062&utm_campaign=cxindex19&linkId=100000006636282
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199153
[4] https://www.business2community.com/customer-experience/walking-in-your-customers-shoes-02208915
[3] https://www.forbes.com/sites/shephyken/2019/06/09/are-you-providing-a-frictionless-customer-experience/#366339f34b8c
[3] https://www.forbes.com/sites/micahsolomon/2019/06/09/the-new-luxury-in-customer-service-is-the-human-touch/#5fb907097b12
[3] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2019/06/04/why-many-barriers-to-customer-centricity-have-nothing-to-do-with-customers/#608f55bd63c3
[2] https://www.inc.com/sonia-thompson/could-asking-your-team-how-they-feel-about-their-commute-improve-your-customer-experience-research-says-yes.html
[2] https://www.toistersolutions.com/blog/2019/5/13/are-you-suffering-from-a-customer-service-time-crisis

Top URLs in Tweet in G3:
[24] https://www.forbes.com/sites/deniselyohn/2019/06/03/align-employees-to-customer-success-drive-cx-excellence
[13] https://www.mycustomer.com/service/management/why-service-staff-avoid-taking-ownership-and-how-to-help-them?platform=hootsuite
[12] https://www.mycustomer.com/experience/loyalty/why-do-we-ignore-the-end-of-the-customer-lifecycle-when-building-personas?platform=hootsuite
[12] https://www.mycustomer.com/experience/loyalty/cem-maturity-model-pt-3-assessing-if-your-leadership-lives-up-to-its-customer?platform=hootsuite
[12] https://www.cxleaderoftheyear.com/
[12] https://www.mycustomer.com/experience/loyalty/how-southwest-airlines-used-behavioural-science-to-create-a-better-boarding?platform=hootsuite
[12] https://www.mycustomer.com/experience/loyalty/10-customer-experience-kpis-that-provide-better-insight-than-nps?platform=hootsuite
[11] https://www.mycustomer.com/experience/loyalty/research-reveals-why-so-few-cmos-are-investing-in-cx?platform=hootsuite
[11] https://www.mycustomer.com/content/brian-solis-how-to-deliver-cx-in-the-age-of-digital-distraction
[11] https://www.mycustomer.com/experience/engagement/who-should-be-on-your-customer-journey-mapping-team?platform=hootsuite

Top URLs in Tweet in G4:
[13] https://www.cx-journey.com/2019/06/has-your-cx-transformation-stalled.html
[12] https://www.cx-journey.com/2019/06/the-secret-sauce-to-achieve-outcomes.html
[5] http://www.adrianswinscoe.com/what-would-a-punk-rock-version-of-cx-look-and-feel-like/
[4] the
[4] https://hbr.org/2016/09/know-your-customers-jobs-to-be-done
[3] https://www.cx-journey.com/2017/12/june-2017-calliduscloud-cx-post-5-fails.html
[3] https://www.forbes.com/sites/forbescoachescouncil/2019/03/05/do-customers-really-want-to-be-in-control/#2005d52d3628
[3] https://www.theinsightwave.com/blog/prioritizing-your-cx-improvement-initiatives
[3] https://www.ivrtechgroup.com/?utm_campaign=Social
[3] -

Top URLs in Tweet in G5:
[16] http://digital-leadership-associates.passle.net/post/102flit/digital-savvy-boards-drive-profitability-but-few-make-the-grade
[15] https://www.dlaignite.com/cx-are-you-for-real/
[2] http://digital-leadership-associates.passle.net/post/102fk63/stop-using-customer-metrics-to-live-in-the-past
[2] https://www.zdnet.com/article/salesforce-acquires-tableau-software-in-15-7-billion-deal/
[2] http://digital-leadership-associates.passle.net/post/102fj5y/top-six-digital-transformation-trends-for-2019
[1] https://qaspire.com/2017/10/05/three-pillars-of-great-branding-and-leadership/

Top URLs in Tweet in G6:
[85] https://fiverr.com/makeunique1/
[9] https://www.linkedin.com/pulse/how-edtech-can-gain-market-share-teacher-tomorrow-dan-galante-cmo
[4] https://lnkd.in/dH6ntyc
[3] https://www.newvoicemedia.com/en-us/events/salesforce-service-cloud-breakfast-in-chicago
[3] https://www.linkedin.com/slink?code=eUTTviU
[3] https://dangalante.me/2018/07/29/how-voice-is-changing-marketing-customer-experience/
[3] https://lnkd.in/dH9d95y
[3] https://www.slideshare.net/Dgalantenyc/steps-edtechelearning-can-take-to-improve-learning-for-teachers-students-80837908
[2] https://dangalante.me/2018/02/19/sales-marketing-social-media-strategies-for-organic-growth/
[2] https://dangalante.me/2018/11/13/4-key-insights-from-dmwf/

Top URLs in Tweet in G7:
[5] https://clearaction.com/customer-experience-vision-silos-dictate-value/
[1] https://info.lantelligence.com/cx-technology/insurance-industry-cx-best-practices?utm_content=94068245&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[1] https://www.clickz.com/customer-experience-martech-challenges-2019/242785/?utm_content=93998017&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[1] https://twitter.com/shanebrighton?utm_content=93998017&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[1] https://www.gartner.com/en/marketing/insights/articles/create-powerful-customer-experiences?utm_content=93457030&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[1] https://econsultancy.com/why-measuring-customer-experience-cx-matters-in-pharma/?utm_content=94045604&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853
[1] http://ow.ly/YmFN50uCasV

Top URLs in Tweet in G8:
[2] https://ladyjaney.co.uk/breakfast-with-shep-hyken-customer-service-expert-and-speaker/
[2] https://ladyjaney.co.uk/the-5-biggest-customer-service-mistakes-companies-make/
[1] https://ladyjaney.co.uk/breakfast-with-scott-dixon-consumer-champion/
[1] https://ladyjaney.co.uk/press-1-for-aaaagghh-automated-call-systems/
[1] https://ladyjaney.co.uk/breakfast-with-dean-burdon-director-of-customer-services-at-talktalk/
[1] https://ladyjaney.co.uk/when-companies-do-not-listen-to-customers/
[1] https://experiencematters.blog/2019/03/20/the-human-experience-cycle/
[1] https://twitter.com/worthix/status/1135999818877345792
[1] https://www.cx-journey.com/2017/12/june-2017-calliduscloud-cx-post-5-fails.html

Top URLs in Tweet in G9:
[5] https://thulium.co/from-operations-heavy-to-opportunity-maker/
[2] http://www.traackr.com/blog/loyalty-is-not-for-sale-courvoisier-case-study
[1] https://blogs.gartner.com/augie-ray/2019/06/03/life-or-death-customer-experience/
[1] http://feeds.martechtoday.com/~r/mktingland/~3/_bc4Y0g3Fz0/study-of-5-million-fast-food-visits-reveals-customer-segments-channel-effectiveness-262379
[1] https://www.business.com/articles/big-data-role-in-the-future-of-customer-experience/?utm_content=93770784&utm_medium=social&utm_source=twitter&hss_channel=tw-38306887

Top URLs in Tweet in G10:
[3] https://www.cmo.com.au/article/662314/wyndham-how-linking-voice-employee-voice-customer-transformed-both/
[1] https://okt.to/wbLOhI
[1] https://okt.to/829eLO
[1] https://okt.to/SVsoym
[1] https://okt.to/c71Y6p
[1] https://okt.to/3M1W7b
[1] https://twitter.com/WesternSouthern/status/1137026698720043008
[1] https://daynasteele.com/speakerdaynasteele

Top Domains
Top Domains in Tweet in Entire Graph:
[207] mycustomer.com
[99] forbes.com
[88] customerthink.com
[85] fiverr.com
[61] cx-journey.com
[60] careerarc.com
[55] beyondphilosophy.com
[52] co.uk
[38] twitter.com
[36] webhelp.com

Top Domains in Tweet in G1:
[60] careerarc.com
[12] mopinion.com
[9] btoes.com
[6] customerthink.com
[6] twitter.com
[5] atton-institute.com
[5] forrester.com
[5] ucopia.com
[4] forbes.com
[4] omegazadvisors.com

Top Domains in Tweet in G2:
[44] forbes.com
[18] forrester.com
[13] business2community.com
[9] customerthink.com
[8] erdm.com
[6] inc.com
[6] fonolo.com
[5] cx-journey.com
[5] nodexlgraphgallery.org
[4] mycustomer.com

Top Domains in Tweet in G3:
[197] mycustomer.com
[55] beyondphilosophy.com
[48] customerthink.com
[37] co.uk
[29] forbes.com
[14] hyken.com
[13] twitter.com
[12] cxleaderoftheyear.com
[7] customerbliss.com
[5] scottmckain.com

Top Domains in Tweet in G4:
[43] cx-journey.com
[15] ivrtechgroup.com
[13] forbes.com
[11] theinsightwave.com
[10] adrianswinscoe.com
[7] hbr.org
[5] mycustomer.com
[5] thestoryoftelling.com
[4] cloudcherry.com
[3] twitter.com

Top Domains in Tweet in G5:
[20] passle.net
[15] dlaignite.com
[2] zdnet.com
[1] qaspire.com

Top Domains in Tweet in G6:
[85] fiverr.com
[18] linkedin.com
[13] lnkd.in
[9] dangalante.me
[4] newvoicemedia.com
[3] slideshare.net
[2] youtube.com
[2] salesforce.com

Top Domains in Tweet in G7:
[5] clearaction.com
[1] lantelligence.com
[1] clickz.com
[1] twitter.com
[1] gartner.com
[1] econsultancy.com
[1] ow.ly

Top Domains in Tweet in G8:
[8] co.uk
[1] experiencematters.blog
[1] twitter.com
[1] cx-journey.com

Top Domains in Tweet in G9:
[5] thulium.co
[2] traackr.com
[1] gartner.com
[1] martechtoday.com
[1] business.com

Top Domains in Tweet in G10:
[5] okt.to
[3] com.au
[1] twitter.com
[1] daynasteele.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1782] custexp
[1113] cx
[409] customerexperience
[400] custserv
[280] customerservice
[227] marketing
[156] leadership
[95] ux
[94] entrepreneur
[91] socialmedia



Top Hashtags in Tweet in G1:
[352] custexp
[187] customerservice
[71] custserv
[49] cx
[26] customerexperience
[9] customersuccess
[8] marketing
[6] customercentric
[6] cctr
[6] retail

Top Hashtags in Tweet in G2:
[145] custexp
[128] cx
[76] custserv
[25] customerexperience
[14] customerservice
[5] cxindex
[4] employeeexperience
[4] cxnyc
[4] marketing
[4] innovation

Top Hashtags in Tweet in G3:
[476] custexp
[423] cx
[172] customerexperience
[106] custserv
[44] beyondphilosophy
[40] cctr
[33] customersuccess
[29] marketing
[17] customerservice
[17] employeesuccess

Top Hashtags in Tweet in G4:
[193] custexp
[173] cx
[25] customerexperience
[25] cco
[24] leadership
[23] empexp
[22] journeymapping
[20] cxo
[20] cxdesign
[18] customerservice

Top Hashtags in Tweet in G5:
[15] custexp
[12] socialselling
[12] digitalselling
[11] leadership
[11] innovation
[11] changemanagement
[11] strategy
[10] socialceo
[10] csuite
[8] business

Top Hashtags in Tweet in G6:
[128] custexp
[124] marketing
[85] leadership
[85] socialmedia
[82] twitter
[82] smallbusiness
[81] startup
[80] entrepreneur
[80] ux
[80] startuplife

Top Hashtags in Tweet in G7:
[11] custexp
[7] customerexperience
[5] cxm
[4] cx
[2] customer
[1] industry
[1] business
[1] customerexperiences
[1] thursdaythoughts
[1] thursdaymotivation

Top Hashtags in Tweet in G8:
[21] custexp
[10] cx
[8] mysteryshopper
[7] customerexperience
[7] employeeengagement
[5] custserv
[4] mysteryshopping
[3] rockstarcx
[2] inspired
[2] customerfeedback

Top Hashtags in Tweet in G9:
[12] custexp
[7] digitaltransformation
[4] leadership
[3] cio
[3] it
[2] influencermarketing
[2] socialmedia
[2] technology
[1] cxo
[1] b2bmarketing

Top Hashtags in Tweet in G10:
[20] custexp
[13] cx
[6] b2b
[6] confirmitlive
[2] customerexperience
[2] voc
[1] insights
[1] cxsummit
[1] aceaward
[1] fridayfunny

Top Words
Top Words in Tweet in Entire Graph:
[1680] Words in Sentiment List#1: Positive
[564] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[44081] Non-categorized Words
[46325] Total Words
[1780] #custexp
[1112] #cx
[882] customer
[408] service
[408] #customerexperience

Top Words in Tweet in G1:
[352] #custexp
[235] customer
[187] #customerservice
[184] service
[124] dave
[124] buster's
[123] job
[113] link
[113] bio
[106] apply

Top Words in Tweet in G2:
[145] #custexp
[128] #cx
[116] customer
[76] #custserv
[56] experience
[47] forbes
[44] cx
[36] customers
[35] forrester
[28] index

Top Words in Tweet in G3:
[476] #custexp
[423] #cx
[261] customer
[172] #customerexperience
[151] experience
[127] check
[117] new
[106] #custserv
[78] cx
[65] post

Top Words in Tweet in G4:
[193] #custexp
[172] #cx
[86] customer
[55] annettefranz
[36] gt
[35] experience
[26] transformation
[26] debbieszumylo
[25] #cco
[24] #leadership

Top Words in Tweet in G5:
[31] more
[27] digitalleadersa
[26] timothy_hughes
[20] passle
[16] survey
[16] companies
[16] enough
[16] digitally
[16] savvy
[16] board

Top Words in Tweet in G6:
[128] #custexp
[124] #marketing
[88] service
[85] hey
[85] check
[85] out
[85] june
[85] 2019
[85] #leadership
[85] #socialmedia

Top Words in Tweet in G7:
[11] #custexp
[10] vision
[7] #customerexperience
[5] match
[5] #cxm
[4] #cx
[3] fogle_shane
[3] gartner_inc
[3] customers
[2] #customer

Top Words in Tweet in G8:
[21] #custexp
[11] more
[11] experience
[10] #cx
[10] service
[10] want
[9] offer
[9] customer
[8] ladyjaney75
[8] #mysteryshopper

Top Words in Tweet in G9:
[12] #custexp
[11] thuliumco
[11] opportunity
[8] tamaramccleary
[8] remain
[8] relevant
[8] tomorrow
[8] imperative
[8] move
[8] operations

Top Words in Tweet in G10:
[20] #custexp
[15] rock
[14] confirmit
[13] #cx
[7] summit
[6] learn
[6] #b2b
[6] star
[6] s
[6] #confirmitlive

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[423] #cx,#custexp
[361] #custexp,#cx
[269] customer,experience
[253] customer,service
[205] #custserv,#custexp
[180] #customerservice,#custexp
[143] #custexp,#customerexperience
[129] check,out
[124] dave,buster's
[122] link,bio

Top Word Pairs in Tweet in G1:
[175] customer,service
[172] #customerservice,#custexp
[124] dave,buster's
[113] link,bio
[88] winner's,circle
[76] click,link
[72] circle,customer
[66] service,#customerservice
[57] #custserv,#custexp
[49] service,dave

Top Word Pairs in Tweet in G2:
[61] #custserv,#custexp
[54] #custexp,#cx
[44] customer,experience
[32] #cx,#custexp
[26] cx,index
[19] 2019,cx
[19] index,results
[18] customer,service
[14] results,here
[14] here,revealing

Top Word Pairs in Tweet in G3:
[184] #cx,#custexp
[150] #custexp,#cx
[126] customer,experience
[110] check,new
[107] #custexp,#customerexperience
[65] new,post
[53] #cx,#custserv
[45] new,article
[35] post,customerthink
[33] article,thecxmagazine

Top Word Pairs in Tweet in G4:
[67] #custexp,#cx
[52] #cx,#custexp
[27] customer,experience
[20] #cx,transformation
[17] gt,gt
[17] transformation,stalled
[17] journey,mapping
[17] #ivr,#custexp
[17] #cx,#customerservice
[17] #customerservice,#telcom

Top Word Pairs in Tweet in G5:
[16] survey,companies
[16] companies,enough
[16] enough,digitally
[16] digitally,savvy
[16] savvy,board
[16] board,members
[16] members,make
[16] make,more
[16] more,money
[16] money,passle

Top Word Pairs in Tweet in G6:
[85] hey,check
[85] check,out
[85] out,service
[82] #leadership,#twitter
[82] #twitter,#smallbusiness
[80] #smallbusiness,#entrepreneur
[80] #entrepreneur,#custexp
[80] #custexp,#ux
[80] #ux,#socialmedia
[80] #socialmedia,#marketing

Top Word Pairs in Tweet in G7:
[5] vision,#customerexperience
[5] #customerexperience,match
[5] vision,#cxm
[5] #cxm,#custexp
[3] match,customers
[3] customers,vision
[2] #cx,#custexp
[2] #custexp,#customer
[2] fogle_shane,jolaburnett
[2] jolaburnett,debraruh

Top Word Pairs in Tweet in G8:
[7] want,improve
[7] improve,#customerexperience
[7] #customerexperience,#employeeengagement
[7] #employeeengagement,start
[7] start,understanding
[7] understanding,human
[7] human,beings
[7] beings,process
[6] find,out
[6] customer,service

Top Word Pairs in Tweet in G9:
[8] remain,relevant
[8] relevant,tomorrow
[8] tomorrow,imperative
[8] imperative,move
[8] move,operations
[8] operations,heavy
[8] heavy,opportunity
[8] opportunity,maker
[8] maker,revealing
[8] revealing,actionable

Top Word Pairs in Tweet in G10:
[6] #b2b,summit
[6] rock,star
[5] ready,rock
[4] #custexp,rock
[4] s,#b2b
[4] new,york
[3] #custexp,experts
[3] #cx,rock
[3] rock,stars
[3] register,today

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@annettefranz
@forbes
@customerthink
@mycustomer
@hyken
@thecxmagazine
@forrester
@jeannebliss
@deniseleeyohn
@debbieszumylo

Top Mentioned in G1:
@stevenfather
@quadient

Top Mentioned in G2:
@forbes
@forrester
@hyken
@jeannebliss
@ernanroman
@micahsolomon
@annettefranz
@soniaethompson
@fonolo
@ipfconline1

Top Mentioned in G3:
@customerthink
@thecxmagazine
@mycustomer
@deniseleeyohn
@jimtincher
@briansolis
@mrmacleod
@toister
@adrianswinscoe
@billquiseng

Top Mentioned in G4:
@annettefranz
@debbieszumylo
@cxpert
@forbes
@jennysuedempsey
@mikeaoki
@jtwatkin
@sccconsultancy
@insight_wave
@sueduris

Top Mentioned in G5:
@digitalleadersa
@timothy_hughes
@agsocialmedia
@tnvora
@bernadettejiwa
@dlsocialexperts

Top Mentioned in G6:
@dangalante
@salesforce
@mylinkedinpage
@toptechin2019
@askdangalante
@nyedtechteacher
@spothero
@cradlepoint
@marketingcloud
@nycjobhuntleads

Top Mentioned in G7:
@fogle_shane
@gartner_inc
@jolaburnett
@debraruh
@todddlyle
@michelledh
@sallyeaves
@hyatt
@doingcxright
@mikeaoki

Top Mentioned in G8:
@ladyjaney75
@jdodkins
@btemkin
@hyken
@grumpy_g1t
@talktalk
@paypaluk
@annettefranz

Top Mentioned in G9:
@thuliumco
@tamaramccleary
@rachelloumiller
@traackr
@businessdotcom
@yuhelenyu
@guzmand
@stevewal63

Top Mentioned in G10:
@confirmit
@hollyncarter1
@daynasteele
@quirk
@hyken
@sofitelnyc
@cmoaustralia
@clairesporton
@sodexogroup

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@nosqldigest
@united
@delta
@southwestair
@talktalk
@businessinsider
@sam___hurley
@calcaware
@marshacollier

Top Tweeters in G1:
@mikelehroza
@nikastewart
@vizworld
@chrisrcason
@maupanas
@crm_plf
@darcyschuller
@webfeedbacknews
@cf_news_online
@claudiogt

Top Tweeters in G2:
@southwestair
@kingsfanone
@jeffbullas
@wholefoods
@jaybirdone
@forbes
@ipfconline1
@chickfila
@serve4impact
@kirkdborne

Top Tweeters in G3:
@nosqldigest
@united
@delta
@kevinlockett
@isocialfanz
@alleywatch
@jeffsheehan
@jgombita
@viragshah4
@cmswire

Top Tweeters in G4:
@designthinkbot
@katenasser
@digitaldecoded1
@randyhamilton
@mailchimp
@harvardbiz
@datadrivencare
@firebrandtalent
@annettefranz
@sueduris

Top Tweeters in G5:
@timothy_hughes
@zzsheyn
@micadam
@olilince
@cm_charu
@digitalleadtim
@sriramnat
@digitalleadersa
@agsocialmedia
@bernadettejiwa

Top Tweeters in G6:
@toptechin2019
@lightifyco1
@scalarhumanity
@robinheed
@machine_ml
@cybergeak
@salesforce
@crowdfundb0t
@prosper_kenn
@airvistara

Top Tweeters in G7:
@gvalan
@debraruh
@michelledh
@junjudapi
@econsultancy
@archonsec
@clearaction
@sallyeaves
@clickz
@jolaburnett

Top Tweeters in G8:
@talktalk
@btemkin
@paypaluk
@mrsmummypennyuk
@rejindra
@naconsultingltd
@ladyjaney75
@thiensap
@xm_institute
@jryanpeterson

Top Tweeters in G9:
@tamaramccleary
@rachelloumiller
@stevewal63
@therealginaclay
@guzmand
@traackr
@alokkey
@businessdotcom
@softclouds
@yuhelenyu

Top Tweeters in G10:
@suelapp
@daynasteele
@sofitelnyc
@confirmit
@quirk
@cmoaustralia
@womeninresearch
@sodexogroup
@hollyncarter1
@carolynh_cx


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