customer journey, Twitter, 2/16/2019 9:38:02 PM, 186949


FAQ | Problem?

customer journey_2019-02-16_13-16-29.xlsx
customer journey_2019-02-16_13-16-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 16, 2019
Short Description:
customer journey via NodeXL http://bit.ly/2SDR3AO
@b_f_sidekick
@jeffsheehan
@jmalonepr
@jonathanaufray
@customerthink
@asthesir
@annettefranz
@kapost
@nngroup
@brennermichael

Top hashtags:
#cx
#customerexperience
#marketing
#customerjourney
#customer
#ux
#ai

Description:
Description
The graph represents a network of 4,598 Twitter users whose tweets in the requested range contained "customer journey", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 February 2019 at 21:17 UTC.

The requested start date was Saturday, 16 February 2019 at 01:01 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 9-day, 3-hour, 55-minute period from Wednesday, 06 February 2019 at 21:05 UTC to Saturday, 16 February 2019 at 01:00 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 : 4598
Unique Edges : 4792
Edges With Duplicates : 1478
Total Edges : 6270
Number of Edge Types : 3
Mentions : 3396
Replies to : 407
Tweet : 2467
Self-Loops : 2467
Reciprocated Vertex Pair Ratio : 0.04282719377059
Reciprocated Edge Ratio : 0.0821367030442275
Connected Components : 2022
Single-Vertex Connected Components : 1314
Maximum Vertices in a Connected Component : 602
Maximum Edges in a Connected Component : 1129
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.079475
Graph Density : 0.000164734778426046
Modularity : 0.657053
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[101] https://hansel.io/blog/8-ways-for-e-commerce-stores-to-personalize-the-customer-journey/
[90] http://www.bitrebels.com/business/cross-channel-shopify-360-degree-view-customer-journey/
[57] https://www.nngroup.com/articles/research-journey-mapping/
[30] https://goo.gl/2ngrah
[23] https://www.verticalmeasures.com/blog/digital-marketing/an-introduction-to-the-customer-journey/
[22] https://www.sitepoint.com/customer-journey-maps/
[20] https://www.cx-journey.com/2019/02/customer-personas-what-and-why.html
[19] https://marketeer.kapost.com/excellent-customer-experience-journey/
[19] https://vimeo.com/287478137
[18] https://goo.gl/FgJDC4

Top URLs in Tweet in G1:
[88] http://www.bitrebels.com/business/cross-channel-shopify-360-degree-view-customer-journey/
[21] https://www.nngroup.com/articles/research-journey-mapping/
[21] https://www.sitepoint.com/customer-journey-maps/
[11] https://www.verticalmeasures.com/blog/digital-marketing/an-introduction-to-the-customer-journey/
[9] http://growthhackers.com/articles/here-s-why-your-digital-customer-journey-is-costing-you-money
[9] https://www.cmswire.com/customer-experience/3-areas-where-iot-will-improve-the-customer-journey/
[7] http://growthhackers.com/articles/here-s-why-your-digital-customer-journey-is-costing-you-money?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.futurelab.net/blog/2019/02/using-journey-maps-tell-customer%E2%80%99s-story
[7] https://www.business2community.com/video-marketing/how-to-incorporate-video-into-the-customer-journey-02166072
[7] https://techsee.me/blog/computer-vision-applications-enterprise/

Top URLs in Tweet in G2:
[101] https://hansel.io/blog/8-ways-for-e-commerce-stores-to-personalize-the-customer-journey/
[1] https://zurl.co/eRFK
[1] https://twitter.com/i/web/status/1096412387979288576
[1] https://bit.ly/2CR2uu2?utm_content=84753900&utm_medium=social&utm_source=twitter&hss_channel=tw-425774771
[1] https://bit.ly/2IaU1Ym?utm_content=84747795&utm_medium=social&utm_source=twitter&hss_channel=tw-425774771
[1] https://bit.ly/2IaU1Ym?utm_content=84783931&utm_medium=social&utm_source=twitter&hss_channel=tw-425774771
[1] https://bit.ly/2IaU1Ym?utm_content=84784549&utm_medium=social&utm_source=twitter&hss_channel=tw-425774771
[1] https://www.mobilemarketingmagazine.com/four-steps-to-customer-journey-success-2?platform=hootsuite
[1] https://twitter.com/i/web/status/1095628034034544640
[1] https://www.godfrey.com/insights/customer-journey/buying-journey-megatrend

Top URLs in Tweet in G3:
[30] https://goo.gl/2ngrah
[18] https://goo.gl/FgJDC4
[15] https://www.cx-journey.com/2019/02/customer-personas-what-and-why.html
[14] https://www.cx-journey.com/2019/02/using-journey-maps-to-tell-customers.html
[14] https://www.cx-journey.com/2019/01/building-blocks-of-customer-experience.html
[4] http://feeds.feedburner.com/~r/CxJourney/~3/yMYdJa6MP2Y/customer-personas-what-and-why.html?utm_source=feedburner&utm_medium=twitter&utm_campaign=cxjourney
[4] http://customerthink.com/what-is-a-customer-journey-the-jury-is-out/
[4] https://customerthink.com/using-journey-maps-to-tell-the-customers-story/
[3] https://info.lantelligence.com/cx-technology/interview-annette-franz-cx-journey
[3] https://pivotpointsolutions.net/2018/12/18/one-miserable-united-customer-journey/

Top URLs in Tweet in G4:
[21] https://www.nngroup.com/articles/research-journey-mapping/
[3] https://uxdesign.cc/linking-customer-journey-maps-and-blueprints-to-your-objectives-key-results-okrs-c3a554a1c245
[2] http://snip.ly/okwvai
[2] http://www.nngroup.com/articles/research-journey-mapping/
[1] https://sitetuners.com/blog/what-is-a-customer-journey-map-and-why-do-you-need-it/
[1] https://twitter.com/i/web/status/1095852631107481600
[1] https://twitter.com/i/web/status/1094030871307288576
[1] https://twitter.com/i/web/status/1095349326409355264
[1] https://www.nngroup.com/articles/research-journey-mapping/?utm_source=&utm_medium=&utm_campaign=
[1] https://www.nngroup.com/articles/research-journey-mapping

Top URLs in Tweet in G6:
[17] https://www.youtube.com/watch?v=V7fj8SqY88k

[5] https://www.mkonnekt.com/resources/february.php
[3] https://practicalanalytics.co/2015/09/04/customer-journey-analytics-and-data-science/
[3] http://www.cmswire.com/analytics/forrester-journey-analytics-are-the-next-frontier-for-customer-insights/
[3] https://www.taskus.com/blog/the-new-customer-journey-big-data-and-customer-experience
[2] http://customerthink.com/how-to-build-a-customer-journey-map-that-works/
[2] https://www.pointillist.com/blog/best-customer-journey-analytics-platform/
[2] http://myjourney.pointillist.com/webinar-telecom-customer-journey-analytics.html
[2] http://www.cmswire.com/digital-experience/how-to-create-a-unified-customer-ecommerce-journey/
[2] https://www.pointillist.com/blog/best-customer-journey-analytics-platform/?utm_source=twitter&utm_medium=social&utm_campaign=blog&utm_content=best-cja-platform

Top URLs in Tweet in G7:
[10] https://www.interaction-design.org/literature/article/customer-journey-maps-walking-a-mile-in-your-customer-s-shoes?utm_source=twitter&utm_medium=sm
[2] https://www.jeffbullas.com/customer-journey-mapping/
[1] https://aragonresearch.com/the-aragon-research-tech-spectrum-for-customer-journey-mapping-2019/
[1] https://twitter.com/i/web/status/1094007648935014400
[1] https://www.cxotalk.com/video/it-disruption-customer-experience-centralized-cloud-infrastructure
[1] https://twitter.com/i/web/status/1096400488529043456
[1] https://twitter.com/i/web/status/1093755813657747456
[1] https://twitter.com/i/web/status/1096500058659246080
[1] https://twitter.com/i/web/status/1096341259445248000
[1] https://martinhiesboeck.com/2018/09/13/how-to-influence-the-customer-journey/

Top URLs in Tweet in G8:
[2] https://www.forbes.com/sites/forbestechcouncil/2019/02/14/four-retail-tech-expectations-for-2019/#4b348f415d88
[2] https://www.forbes.com/sites/michellegreenwald/2019/01/28/micro-influencers-at-every-stage-of-the-customer-journey/#fa8a63a23033
[1] https://www.forbes.com/sites/michellegreenwald/2019/01/28/micro-influencers-at-every-stage-of-the-customer-journey/?utm_campaign=coschedule&utm_source=twitter&utm_medium=collectivelyInc#2fc7f8402303
[1] https://twitter.com/i/web/status/1096135763635228672
[1] https://www.forbes.com/sites/forbestechcouncil/2019/02/14/four-retail-tech-expectations-for-2019/#17fbb2635d88
[1] https://www.forbes.com/sites/forbesagencycouncil/2019/01/22/14-key-functions-of-google-analytics-data-agencies-should-be-using/?utm_content=84536572&utm_medium=social&utm_source=twitter&hss_channel=tw-90665037
[1] https://twitter.com/i/web/status/1092877580489949186
[1] https://www.forbes.com/sites/forbestechcouncil/2019/01/15/five-predictions-for-ai-in-marketing-in-2019/
[1] http://www.kristaseiden.com/goodbye-google/?utm_campaign=blogposts2019&utm_medium=social&utm_source=twitter&utm_content=goodbye-google
[1] https://www.forbes.com/sites/michellegreenwald/2019/01/28/micro-influencers-at-every-stage-of-the-customer-journey/?fbclid=IwAR0A62zALdWwPvQNhmgNhPSV9zr3cBbKwCFf9Qk0t-lwKyHbaXV_1ZmiamE#54dc1efa2303

Top URLs in Tweet in G9:
[2] https://twitter.com/iamdesireaka/status/1095776391705055232
[1] https://twitter.com/i/web/status/1096267448523853824
[1] https://twitter.com/i/web/status/1096266135794786304
[1] https://twitter.com/i/web/status/1095746246009122816
[1] https://twitter.com/i/web/status/1095753556018298881
[1] https://twitter.com/i/web/status/1095748493975699456
[1] https://twitter.com/i/web/status/1095633781912977408

Top URLs in Tweet in G10:
[1] https://www.genesys.com/blog/post/making-configuration-management-work-with-customer-experience-assurance?utm_campaign=evso&utm_source=stevendawson&utm_medium=twitter?es_p=8580288
[1] https://www.genesys.com/blog/post/making-configuration-management-work-with-customer-experience-assurance?utm_campaign=evso&utm_source=christopherconnolly&utm_medium=twitter?es_p=8580050
[1] https://www.genesys.com/blog/post/making-configuration-management-work-with-customer-experience-assurance?utm_campaign=evso&utm_source=coryshields&utm_medium=twitter?es_p=8589230
[1] https://www.genesys.com/blog/post/making-configuration-management-work-with-customer-experience-assurance?utm_campaign=evso&utm_source=bramtenhavegenesyscom&utm_medium=twitter&es_p=8596547
[1] https://www.genesys.com/blog/post/mit-technology-review-insights-how-global-companies-are-winning-at-ai-deployment?utm_campaign=evso&utm_source=bramtenhavegenesyscom&utm_medium=twitter?es_p=8516737
[1] https://www.genesys.com/blog/post/making-configuration-management-work-with-customer-experience-assurance?utm_campaign=evso&utm_source=danklimpel&utm_medium=twitter?es_p=8588705
[1] https://www.genesys.com/blog/post/mit-technology-review-insights-how-global-companies-are-winning-at-ai-deployment?utm_campaign=evso&utm_source=danklimpel&utm_medium=twitter?es_p=8535635
[1] https://www.devopsagileskills.org/resources/document/white-paper-lean-and-devops-all-in-the-family/?utm_content=buffer92e85&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.genesys.com/blog/post/making-configuration-management-work-with-customer-experience-assurance?utm_campaign=evso&utm_source=frankronaldpaetke&utm_medium=twitter?es_p=8585702
[1] https://twitter.com/i/web/status/1094109970889613312

Top Domains
Top Domains in Tweet in Entire Graph:
[1168] twitter.com
[101] hansel.io
[90] bitrebels.com
[82] lnkd.in
[75] nngroup.com
[71] cx-journey.com
[68] co.uk
[63] upflow.co
[61] goo.gl
[49] customerthink.com

Top Domains in Tweet in G1:
[502] twitter.com
[88] bitrebels.com
[57] upflow.co
[54] lnkd.in
[32] google.com
[32] mopinion.com
[30] nngroup.com
[27] co.uk
[27] sitepoint.com
[24] dy.si

Top Domains in Tweet in G2:
[101] hansel.io
[4] twitter.com
[4] bit.ly
[2] marketingland.com
[1] zurl.co
[1] mobilemarketingmagazine.com
[1] godfrey.com
[1] 3qdigital.com
[1] linkedin.com

Top Domains in Tweet in G3:
[55] cx-journey.com
[52] goo.gl
[20] twitter.com
[13] customerthink.com
[7] feedburner.com
[4] customercontactcentral.com
[4] customerexperienceupdate.com
[4] shaunbelding.com
[4] pivotpointsolutions.net
[3] lantelligence.com

Top Domains in Tweet in G4:
[26] nngroup.com
[3] twitter.com
[3] uxdesign.cc
[2] snip.ly
[1] sitetuners.com

Top Domains in Tweet in G6:
[22] twitter.com
[17] youtube.com
[7] pointillist.com
[6] customerthink.com
[6] cmswire.com
[5] mycustomer.com
[5] mkonnekt.com
[4] martechadvisor.com
[4] okt.to
[3] practicalanalytics.co

Top Domains in Tweet in G7:
[10] interaction-design.org
[7] twitter.com
[2] jeffbullas.com
[1] aragonresearch.com
[1] cxotalk.com
[1] martinhiesboeck.com

Top Domains in Tweet in G8:
[10] forbes.com
[3] twitter.com
[1] kristaseiden.com
[1] lnkd.in

Top Domains in Tweet in G9:
[8] twitter.com

Top Domains in Tweet in G10:
[26] genesys.com
[4] twitter.com
[1] devopsagileskills.org
[1] springerprofessional.de
[1] cx-journey.com
[1] lnkd.in
[1] sciencetrends.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[298] cx
[198] customerexperience
[186] marketing
[149] customerjourney
[146] customer
[85] ux
[82] ai
[62] contentmarketing
[62] custexp
[57] customers



Top Hashtags in Tweet in G1:
[86] customer
[72] cx
[62] customerjourney
[51] customerexperience
[43] marketing
[31] ux
[29] journey
[21] online
[19] ai
[17] digital

Top Hashtags in Tweet in G2:
[4] digitaltransformation
[3] ai
[2] customerservice
[2] customers
[2] business
[1] cx
[1] custserv
[1] csat
[1] ux
[1] customerjourney

Top Hashtags in Tweet in G3:
[49] cx
[46] custexp
[33] customerexperience
[20] journeymapping
[18] cco
[15] cxdesign
[14] marketing
[12] personas
[9] storytelling
[7] culture

Top Hashtags in Tweet in G4:
[8] ux
[2] cro
[2] customerjourney
[2] customerexperience
[1] journeymapping
[1] customer
[1] cx

Top Hashtags in Tweet in G6:
[23] cx
[19] customerexperience
[19] datadriven
[17] marketingfunnel
[16] martech
[13] journeyanalytics
[12] customerjourney
[12] growthhacking
[8] b2cmarketing
[7] cem

Top Hashtags in Tweet in G7:
[23] digitalmarketing
[13] customerexperience
[10] marketing
[10] ux
[3] blockchain
[2] internet
[1] customerjourneys
[1] custexp
[1] cxotalk
[1] sapphirenow

Top Hashtags in Tweet in G8:
[5] retail
[5] ai
[4] 2019predictions
[2] futureofretail
[2] retailtech
[2] marketing
[1] augmentedreality
[1] customer
[1] journey
[1] artificialintelligence

Top Hashtags in Tweet in G9:
[30] contentmarketing
[19] africatweetchat
[3] customers
[3] rocx
[2] digitalmarketing

Top Hashtags in Tweet in G10:
[34] devops
[26] cx
[17] ai
[5] splunk
[5] analytics
[2] lean
[2] principles
[1] machinedata
[1] contactcenter
[1] datascience

Top Words
Top Words in Tweet in Entire Graph:
[3233] Words in Sentiment List#1: Positive
[861] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[96106] Non-categorized Words
[100200] Total Words
[4121] customer
[3647] journey
[662] s
[452] digital
[423] marketing

Top Words in Tweet in G1:
[1502] customer
[1324] journey
[213] s
[173] marketing
[171] new
[161] digital
[151] experience
[133] mapping
[103] crm
[103] view

Top Words in Tweet in G2:
[164] gt
[87] customer
[84] journey
[72] post
[50] opinion
[32] article
[31] time
[31] check
[31] out
[30] expert

Top Words in Tweet in G3:
[185] customer
[91] journey
[88] annettefranz
[78] personas
[58] s
[58] story
[53] maps
[53] cx
[50] using
[50] tell

Top Words in Tweet in G4:
[80] customer
[80] journey
[69] nngroup
[69] research
[48] maps
[45] qualitative
[45] methods
[43] conducting
[43] use
[43] allow

Top Words in Tweet in G5:
[79] dubai
[78] today
[78] visited
[78] smart
[78] headquarters
[78] launched
[78] two
[78] fully
[78] digital
[78] paperless

Top Words in Tweet in G6:
[123] customer
[109] journey
[43] mapping
[31] forrester
[26] awareness
[25] cx
[25] webinar
[22] advocacy
[19] customerexperience
[19] datadriven

Top Words in Tweet in G7:
[59] customer
[52] journey
[23] digitalmarketing
[20] step
[19] research
[19] mhiesboeck
[13] new
[13] hourglass
[13] define
[13] engagement

Top Words in Tweet in G8:
[43] journey
[25] 5
[23] news
[23] 6
[23] amazing
[23] years
[23] today
[23] last
[23] day
[23] google

Top Words in Tweet in G9:
[90] customer
[83] africatweetchat
[58] journey
[44] t
[43] s
[36] 8
[34] study
[31] people
[30] contentmarketing
[30] lessons

Top Words in Tweet in G10:
[43] technology
[40] journey
[35] blog
[35] genesys
[34] devops
[27] appfoundry
[27] start
[27] partner
[27] inprod_cms
[27] help

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2359] customer,journey
[294] journey,mapping
[235] journey,maps
[213] customer,s
[213] customer,experience
[187] gt,gt
[135] s,journey
[128] research,customer
[120] check,out
[106] customer,service

Top Word Pairs in Tweet in G1:
[953] customer,journey
[100] journey,mapping
[96] 360,degree
[95] customer,experience
[94] customer,s
[94] view,customer
[89] cross,channel
[89] channel,shopify
[89] shopify,crm
[89] crm,gives

Top Word Pairs in Tweet in G2:
[82] gt,gt
[81] customer,journey
[72] post,customer
[51] journey,gt
[31] check,out
[21] 2,minutes
[21] minutes,time
[21] time,check
[21] out,post
[21] journey,value

Top Word Pairs in Tweet in G3:
[66] customer,personas
[57] customer,s
[53] journey,maps
[50] tell,customer
[50] s,story
[49] using,journey
[49] maps,tell
[31] personas,annettefranz
[30] customer,journey
[20] custexp,cx

Top Word Pairs in Tweet in G4:
[80] customer,journey
[67] research,customer
[47] journey,maps
[43] conducting,research
[43] maps,use
[43] use,qualitative
[43] qualitative,methods
[43] methods,allow
[43] allow,direct
[43] direct,interaction

Top Word Pairs in Tweet in G5:
[78] today,visited
[78] visited,smart
[78] smart,dubai
[78] dubai,headquarters
[78] headquarters,launched
[78] launched,two
[78] two,fully
[78] fully,digital
[78] digital,paperless
[78] paperless,customer

Top Word Pairs in Tweet in G6:
[84] customer,journey
[30] mapping,customer
[24] journey,awareness
[22] awareness,advocacy
[19] journey,mapping
[17] advocacy,live
[17] live,webinar
[17] webinar,marketingfunnel
[10] check,out
[10] marketingfunnel,growthhacking

Top Word Pairs in Tweet in G7:
[51] customer,journey
[13] new,digitalmarketing
[13] digitalmarketing,hourglass
[13] hourglass,define
[13] define,customer
[13] journey,engagement
[13] engagement,education
[13] education,research
[13] research,evaluation
[13] journey,maps

Top Word Pairs in Tweet in G8:
[23] news,6
[23] 6,5
[23] 5,amazing
[23] amazing,years
[23] years,today
[23] today,last
[23] last,day
[23] day,google
[23] google,s
[23] s,incredible

Top Word Pairs in Tweet in G9:
[51] customer,journey
[34] africatweetchat,8
[30] 8,contentmarketing
[30] contentmarketing,lessons
[30] lessons,google
[30] google,s
[30] s,customer
[30] customer,intent
[30] intent,study
[30] study,1

Top Word Pairs in Tweet in G10:
[27] appfoundry,blog
[27] blog,start
[27] start,devops
[27] devops,journey
[27] journey,genesys
[27] genesys,technology
[27] technology,partner
[27] partner,inprod_cms
[27] inprod_cms,help
[27] help,contact

Top Replied-To
Top Replied-To in Entire Graph:
@adobeexpcloud
@se_railway
@virgintrains
@lucidchart
@alshanky
@railminindia
@irctcofficial
@clearlink
@flyspicejet
@southernrailuk

Top Replied-To in G1:

Top Replied-To in G2:
@nedfl
@marketingland
@jeffsheehan
@briansolis
@helpshift
@modernimprint
@mrseohelp
@jam_hirons
@mooseway
@amacolumbus

Top Replied-To in G3:
@aircanada
@scitechyedu

Top Replied-To in G6:
@forrester
@mckinsey
@gartner
@jmbolling
@laughlinpaul
@starbucks

Top Replied-To in G7:
@nyike
@thehiteshdubey

Top Replied-To in G9:
@africatweetchat
@nickykriel

Top Mentioned
Top Mentioned in Entire Graph:
@annettefranz
@hamdanmohammed
@nngroup
@africatweetchat
@genesys
@ciscocollab
@alexs_journey
@appfoundry
@inprod_cms
@barryonyango

Top Mentioned in G1:
@nicoleste
@movestheneedle
@canusadigital
@persstrategy
@jen_j_ramsey
@empyrlocal
@nicoleradziwill

Top Mentioned in G2:
@theebizwizard
@irmuk
@tricentis
@b_f_sidekick
@briansolis
@marketingland
@mcmerchant
@abinashtripathy
@mariesharni
@paintermain

Top Mentioned in G3:
@annettefranz
@cxjourney
@customerthink
@stacysherman
@doingcxright
@greenrope
@jeannebliss
@insight_wave
@simplycx
@zoominfo

Top Mentioned in G4:
@nngroup
@uxmexico
@jozzua
@katewkaplan
@design_academy
@jp_rains
@martingreif
@sitetuners
@uxdesigncc
@markalves

Top Mentioned in G5:
@hamdanmohammed

Top Mentioned in G6:
@forrester
@gartner_inc
@kimwhitler
@martechadvisor
@wiprodigital
@marketbuildr
@ed_creasey
@ccmatalk
@niceltd

Top Mentioned in G7:
@jonathanaufray
@mhiesboeck
@marshacollier
@interacting
@aragonresearch1
@drjdrooghaag
@robmaille
@anneles1ie
@tomraftery

Top Mentioned in G8:
@kristaseiden
@forbes
@googleanalytics
@thegoldendan
@mattgjfield
@makersights
@vijaycs42
@forbestechcncl
@nyustern
@cornell_tech

Top Mentioned in G9:
@africatweetchat
@barryonyango
@janetmachuka_
@nickykriel
@eunicenyandat
@solomon_businge

Top Mentioned in G10:
@genesys
@appfoundry
@inprod_cms
@mattdavies_uk
@prabirsen_sarma
@stevendawsonsd
@elenapueyo
@meyerdigital
@tfriebs
@fpaetke

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@arkangelscrap
@vodafonein
@jal_official_jp
@sectest9
@asos_heretohelp
@go2webmarketing
@uber_support
@british_airways
@united

Top Tweeters in G1:
@go2webmarketing
@firmenpresse
@marciojmsilva
@bhumharit
@fn_news_en
@uk_myob
@guzmanadrian
@alvinlindsay21
@psdwordpress
@dea_tabs

Top Tweeters in G2:
@jam_hirons
@paintermain
@dannahentze
@ebargainstoday
@kanezadiane
@raybeharry
@wesleyschmidt
@drkushalsanghvi
@marketingland
@mckra1g

Top Tweeters in G3:
@aircanada
@harleenas
@designthinkbot
@fsonnenberg
@katenasser
@janlgordon
@biggreenpen
@juliaerickson
@juliebhunt
@pbnwhine

Top Tweeters in G4:
@isrrrlindo
@jchyip
@egaroo
@olanloco
@aleksbasara
@ageofproduct
@eidenideas
@lamasacruda
@flacke
@mar10s

Top Tweeters in G5:
@aziqlam
@imperfectgirl07
@shehhitweet
@menares1945
@abdullasalsaed1
@drzubaidadodin
@poetic7000
@nomenchanx
@lovemusicproduc
@miyakilee

Top Tweeters in G6:
@sudeepkhatri
@chidambara09
@nancyrubin
@mjoehlerich
@starbucks
@mench90
@augieray
@herrmanndigital
@b2b_smarketing
@mentalmarketer

Top Tweeters in G7:
@arkangelscrap
@evankirstel
@marshacollier
@richsimmondsza
@rwang0
@004nino
@holgermu
@diversity54
@dez_blanchfield
@kirkdborne

Top Tweeters in G8:
@forbes
@phyrra
@crowdedhead
@sillyposts
@optimiseordie
@heartime2
@alfredohdezdiaz
@fauzanghaazi
@ryan_quintana
@ikwekuantwi

Top Tweeters in G9:
@neli_ngqulana
@collinskevs
@ladispeaks
@datadabplus
@janetmachuka_
@tolbert_ke
@enockmuthusi
@nickykriel
@judodele
@tutuofph

Top Tweeters in G10:
@victor_ruiz
@andimann
@splunkpanda
@nvsdata
@blacksugar75
@cyainz
@brainroaring
@jimmy_gott
@genesys
@stevendawsonsd


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