custserv, Twitter, 9/19/2021 3:42:09 AM, 262366


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custserv_2021-09-18_19-33-04.xlsx
custserv_2021-09-18_19-33-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2021
Short Description:
custserv via NodeXL https://bit.ly/3EvAxXJ
@hm_custserv
@mentalmarketer
@grazytgrazynatt
@godfrey_g_
@custreminder
@gregortbach
@marshacollier
@leslieo
@paycompliment
@0likelyasleep0

Top hashtags:
#custserv
#cx
#customerexperience
#custexp
#influencerpromotion
#ai

Description:
Description
The graph represents a network of 1,565 Twitter users whose tweets in the requested range contained "custserv", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 19 September 2021 at 02:40 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 13-day, 7-hour, 25-minute period from Sunday, 05 September 2021 at 00:05 UTC to Saturday, 18 September 2021 at 07:31 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 : 1565
Unique Edges : 1843
Edges With Duplicates : 5456
Total Edges : 7299
Number of Edge Types : 5
Retweet : 1165
MentionsInRetweet : 2225
Tweet : 731
Mentions : 1713
Replies to : 1465
Self-Loops : 822
Reciprocated Vertex Pair Ratio : 0.143642072213501
Reciprocated Edge Ratio : 0.251201098146877
Connected Components : 103
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 729
Maximum Edges in a Connected Component : 5367
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.779379
Graph Density : 0.00119052482779471
Modularity : 0.324912
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,565 Twitter users whose tweets in the requested range contained "custserv", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 19 September 2021 at 02:40 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 13-day, 7-hour, 25-minute period from Sunday, 05 September 2021 at 00:05 UTC to Saturday, 18 September 2021 at 07:31 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 : custserv
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:
[185] https://www.paycompliment.com/
[67] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=808737074
[34] https://bitcoin-farm.org/
[29] https://www.semrush.com/blog/artificial-intelligence-stats/
[26] http://customerservicedaily.com
[21] https://thewisemarketer.com/loyalty-technology/how-ai-innovations-are-influencing-all-aspects-of-marketing/
[15] https://thefinancialbrand.com/121520/banking-digital-success-with-innovation-trends/
[15] https://blog.playvox.com/top-50-call-center-twitter-accounts-to-follow
[13] https://www.forbes.com/sites/shephyken/2021/09/12/the-secret-to-a-great-customer-experience-is-a-great-employee-experience/?sh=147f84f182c4
[13] https://www.helpscout.com/blog/faq-examples/

Top URLs in Tweet in G1:
[67] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=808737074
[6] http://bit.ly/2t18SJI
[3] https://www.hm.com/cl/store-locator/chile/
[3] https://www2.hm.com/en_gb/customer-service/returns.html
[3] https://www.hm.com/cl/customer-service/shopping-at-hm/payments-returns/
[2] https://www2.hm.com/tr_tr/customer-service/contact.html
[2] https://www.hm.com/co/store-locator/colombia/
[2] http://www.hm.com/
[1] https://www2.hm.com/de_de/productpage.0970817008.html
[1] https://www2.hm.com/en_us/productpage.0988663001.html

Top URLs in Tweet in G2:
[34] https://bitcoin-farm.org/
[29] https://www.semrush.com/blog/artificial-intelligence-stats/
[21] https://thewisemarketer.com/loyalty-technology/how-ai-innovations-are-influencing-all-aspects-of-marketing/
[15] https://thefinancialbrand.com/121520/banking-digital-success-with-innovation-trends/
[11] https://searchcio.techtarget.com/tip/How-to-measure-and-improve-digital-transformation-ROI
[3] https://www.linkedin.com/slink?code=dBijZcV
[2] https://customerthink.com/5-ways-to-increase-customer-engagement-using-artificial-intelligence-ai/
[2] https://www.forbes.com/sites/forbestechcouncil/2021/08/11/unlocking-the-power-of-predictive-analytics-with-ai/?sh=354bb9596b2a
[2] https://www.linkedin.com/slink?code=ekjrqr4
[2] https://www.linkedin.com/slink?code=gqqerKh

Top URLs in Tweet in G3:
[4] https://twitter.com/MarshaCollier/status/1435412595746422785
[4] https://twitter.com/MarshaCollier/status/1435420142867976200
[3] https://twitter.com/MarshaCollier/status/1435410076274151430
[3] https://twitter.com/MarshaCollier/status/1435424607457079298
[3] https://blog.playvox.com/top-50-call-center-twitter-accounts-to-follow
[3] https://thetaylorreachgroup.com/multiple-workstyles-may-signal-the-need-for-new-compensation-plans-at-many-us-contact-centers/
[2] https://www.gartner.com/smarterwithgartner/4-key-tech-trends-in-customer-service-to-watch/
[2] https://twitter.com/kr8tr/status/1437557969391075329
[2] https://twitter.com/MarshaCollier/status/1437951597313622019
[2] https://twitter.com/GregOrtbach/status/1435411312855617536

Top URLs in Tweet in G4:
[26] http://customerservicedaily.com
[12] https://www.forbes.com/sites/shephyken/2021/09/12/the-secret-to-a-great-customer-experience-is-a-great-employee-experience/?sh=147f84f182c4
[11] https://www.mycustomer.com/service/management/scriptwriters-for-bots-and-roleplaying-thespians-the-vital-new-job-roles-helping
[10] https://www.forbes.com/sites/joemckendrick/2021/07/18/superior-customer-experience-only-possible-through-superior-employee-experience/?sh=171d20b17d7f
[9] https://t.ly/bK22
[8] https://curatti.com/5-questions-that-will-improve-your-customer-service/
[7] https://www.mycustomer.com/customer-experience/engagement/what-is-a-customer-room-and-how-can-it-solve-siloed-thinking
[5] https://www.mycustomer.com/customer-experience/engagement/five-themes-that-will-define-the-future-customer-buying-journey
[5] https://tinyurl.com/2rv7mzu8
[5] https://www.socap.org/events-education/event/2021/09/30/national-meeting/2021-online-learning-workshop-read-between-the-lines

Top URLs in Tweet in G5:
[185] https://www.paycompliment.com/
[1] http://Sussex.UK

Top URLs in Tweet in G6:
[1] https://blogs.nvidia.com/blog/2021/08/31/conversational-ai-research-speech-synthesis-interspeech/?ncid=partn-995775#cid=dl20_partn_en-us
[1] https://www.mobility.siemens.com/global/en/company/fairs-events/virtual-events/mobility-spotlight-registration.html

Top URLs in Tweet in G7:
[6] http://www.business.att.com/learn/top-voices/connecting-employees-customers-virtually-all-day-every-day.html
[2] https://www.lumenvox.com/demo/
[2] https://xceltrait.com/blogs/servicenow-csm-helping-enterprises-deliver-greater-customer-experiences-through-superior-agent-experiences/
[2] https://www.stuff.co.nz/business/126372414/survey-shows-more-than-half-of-telco-customers-report-problems-with-service
[2] https://www.dailyrecord.co.uk/lifestyle/money/most-complained-about-broadband-providers-24926226?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://www.insidehousing.co.uk/news/news/regulator-emphasises-need-to-learn-from-complaints-in-consumer-regulation-review-72449
[2] https://www.stuff.co.nz/business/126330030/campaign-mounts-to-create-supercomplaints-agency
[2] https://www.which.co.uk/news/2021/09/which-calls-for-an-end-to-banks-blaming-fraud-victims/
[2] https://www.yurbi.com/ebooks/five-common-roadblocks-service-desk-reporting/
[2] https://www.gartner.com/en/newsroom/press-releases/2021-09-16-gartner-says-contact-center-as-a-service-will-hit-mai?source=BLD-200123&utm_medium=social&utm_source=bambu&utm_campaign=SM_GB_YOY_GTR_SOC_BU1_SM-BA-PR

Top URLs in Tweet in G8:
[11] -
[11] Customer
[2] https://keithdawson.ventanaresearch.com/trends-in-contact-center-market-for-2020-and-beyond?utm_campaign=Expertise
[2] http://www.smartcustomerservice.com/Articles/News-Briefs/NovelVox-Adds-CTI-Connectors-148989.aspx#.YUIuVD9WQ1Y.twitter
[2] http://www.smartcustomerservice.com/Articles/News-Briefs/eDesk-Integrates-with-Aircall-148988.aspx#.YUIvPygMR40.twitter
[2] http://www.smartcustomerservice.com/Articles/News-Briefs/SightCall-Integrates-with-LanguageLine-149034.aspx#.YUNxO6rucMQ.twitter
[1] http://share.postbeyond.com/2vqcr
[1] http://share.postbeyond.com/w7zcs
[1] http://share.postbeyond.com/26w25
[1] https://www.inc.com/jason-aten/a-customer-discovered-their-350-lego-set-was-missing-pieces-companys-response-was-brilliant.html

Top URLs in Tweet in G9:
[4] https://salespop.net/sales-management/create-value-by-providing-choice/
[2] https://salespop.net/sales-professionals/how-to-create-deeper-customer-relationships/
[2] https://salespop.net/sales-professionals/does-your-customer-know-your-offer-is-mission-critical/#4MK6xEj3Y8JtkmiT.99
[1] https://salespop.net/sales-professionals/turning-fans-into-customers-and-customers-into-fans/
[1] https://salespop.net/customer-experience/8-communication-mistakes-that-can-ruin-relationships-with-your-clients/

Top URLs in Tweet in G10:
[8] https://pod.co/science-of-cx/jake-mckee
[6] https://www.scienceofcx.com/sujan-patel-building-products-customers-love/
[5] https://pod.co/science-of-cx/ep-70
[3] https://www.scienceofcx.com/brenton-webber-making-everything-about-the-customer/
[3] https://pod.co/science-of-cx/stacy-sherman-how-can-we-ensure-we-are-doing-cx-right
[2] https://pod.co/science-of-cx/bharat-kanodia-how-transferrable-is-cx-upon-a-sale
[2] https://www.scienceofcx.com/dennis-mosley-williams-the-cx-story-no-one/

Top Domains
Top Domains in Tweet in Entire Graph:
[187] twitter.com
[185] paycompliment.com
[100] careerarc.com
[72] customerthink.com
[65] callcentrehelper.com
[52] hm.com
[47] mycustomer.com
[41] forbes.com
[34] bitcoin-farm.org
[32] customerservicezone.com

Top Domains in Tweet in G1:
[71] twitter.com
[52] hm.com
[9] bit.ly
[1] office.com
[1] hmgroup.com
[1] brandlandusa.com

Top Domains in Tweet in G2:
[34] bitcoin-farm.org
[29] semrush.com
[21] thewisemarketer.com
[15] thefinancialbrand.com
[11] techtarget.com
[11] linkedin.com
[9] twitter.com
[4] tinyurl.com
[3] forbes.com
[2] customerthink.com

Top Domains in Tweet in G3:
[80] twitter.com
[12] callcentrehelper.com
[12] customerthink.com
[6] thetaylorreachgroup.com
[3] playvox.com
[2] gartner.com
[2] linkedin.com
[2] successcenter.com
[2] clubhouse.com
[1] bestlifeonline.com

Top Domains in Tweet in G4:
[47] mycustomer.com
[36] forbes.com
[32] customerservicezone.com
[26] customerservicedaily.com
[23] callcentrehelper.com
[16] customerthink.com
[14] ampproject.org
[14] tinyurl.com
[11] fonolo.com
[9] linkedin.com

Top Domains in Tweet in G5:
[185] paycompliment.com
[1] sussex.uk

Top Domains in Tweet in G6:
[1] nvidia.com
[1] siemens.com

Top Domains in Tweet in G7:
[100] careerarc.com
[8] givainc.com
[7] att.com
[7] iconohash.com
[6] co.uk
[5] okt.to
[4] co.nz
[4] yurbi.com
[4] gartner.com
[3] bit.ly

Top Domains in Tweet in G8:
[13] ventanaresearch.com
[10] smartcustomerservice.com
[6] twitter.com
[5] destinationcrm.com
[3] postbeyond.com
[2] glia.com
[1] inc.com
[1] ewriteonline.com
[1] contactcenterpipeline.com
[1] digitalcustomerservicebook.com

Top Domains in Tweet in G9:
[10] salespop.net

Top Domains in Tweet in G10:
[18] pod.co
[11] scienceofcx.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2016] custserv
[666] cx
[383] customerexperience
[353] custexp
[299] influencerpromotion
[293] ai
[253] promoedutech
[224] cctr
[211] customerservice
[207] yourplatformwiththeheart



Top Hashtags in Tweet in G1:
[40] hm
[14] helenahelmersson
[2] hmman
[2] hmhome
[2] mensfashion
[1] halloweenseason
[1] legends
[1] thanks
[1] shippingissues
[1] modesklaven

Top Hashtags in Tweet in G2:
[299] influencerpromotion
[253] promoedutech
[207] yourplatformwiththeheart
[201] ai
[186] tech
[143] iot
[94] yourmustread
[90] fintech
[89] megatrends
[85] cybersecurity

Top Hashtags in Tweet in G3:
[865] custserv
[49] customerservice
[43] cx
[37] cctr
[35] customerexperience
[33] callcenter
[33] contactcenter
[33] custexp
[23] successtrain
[3] wethecustomers

Top Hashtags in Tweet in G4:
[391] custserv
[314] cx
[150] custexp
[114] ex
[73] designthinking
[71] futureback
[53] innovation
[52] employeeexperience
[49] customerexperience
[47] cctr

Top Hashtags in Tweet in G5:
[186] custserv
[183] customerexperience
[161] retail
[12] burger
[5] food
[3] customerfeedback
[3] lunch
[2] auspost
[1] subs
[1] pizza

Top Hashtags in Tweet in G6:
[56] ai
[55] berlin
[55] insight
[55] automation
[55] 5g
[55] impact
[5] custserv
[3] innovations
[3] speechsynthesis
[3] technology

Top Hashtags in Tweet in G7:
[184] custserv
[27] cx
[26] hostess
[26] host
[24] customerservice
[13] customerexperience
[7] itsm
[6] attemployee
[6] orscheln
[5] omnichannel

Top Hashtags in Tweet in G8:
[47] custserv
[42] cx
[25] cctr
[24] contactcenter
[19] customerservice
[15] crm
[5] martech
[4] marketing
[3] cti
[3] css

Top Hashtags in Tweet in G9:
[10] custserv
[5] salespop
[2] saleschats

Top Hashtags in Tweet in G10:
[51] cx
[35] custserv
[35] custexp
[35] stevepappas
[30] podcast
[27] strategy
[19] scienceofcx
[10] sceinceofcx
[5] communities
[5] smb

Top Words
Top Words in Tweet in Entire Graph:
[2014] #custserv
[665] #cx
[534] hm_custserv
[526] customer
[383] #customerexperience
[353] #custexp
[341] service
[299] #influencerpromotion
[296] marshacollier
[287] #ai

Top Words in Tweet in G1:
[532] hm_custserv
[277] dm
[252] please
[246] hi
[245] address
[188] order
[187] email
[161] sorry
[160] name
[158] full

Top Words in Tweet in G2:
[299] #influencerpromotion
[261] grazytgrazynatt
[253] #promoedutech
[206] #yourplatformwiththeheart
[195] #ai
[186] #tech
[152] influencerprom1
[143] #iot
[94] #yourmustread
[93] promoedutech

Top Words in Tweet in G3:
[863] #custserv
[284] marshacollier
[253] gregortbach
[153] customer
[94] service
[91] chat
[74] gallifreyan
[71] complexified
[63] good
[61] markc_avgi

Top Words in Tweet in G4:
[391] #custserv
[313] #cx
[219] customer
[150] #custexp
[115] service
[114] #ex
[89] mentalmarketer
[73] #designthinking
[71] #futureback
[67] great

Top Words in Tweet in G5:
[186] #custserv
[185] congrats
[183] #customerexperience
[161] #retail
[120] top
[120] rating
[64] feedback
[39] lowes
[22] bunnings
[14] nsw

Top Words in Tweet in G6:
[56] sallyeaves
[56] #ai
[55] honour
[55] host
[55] siemensmobility
[55] spotlight
[55] #berlin
[55] live
[55] sept
[55] 28

Top Words in Tweet in G7:
[184] #custserv
[47] apply
[40] bob
[40] evans
[40] restaurants
[37] job
[35] host
[35] cashier
[32] customer
[32] today

Top Words in Tweet in G8:
[47] #custserv
[42] #cx
[25] #cctr
[24] #contactcenter
[19] #customerservice
[15] kdawsonvr
[15] #crm
[14] customer
[11] service
[9] analyst

Top Words in Tweet in G9:
[10] #custserv
[6] pipelinercrm
[5] #salespop
[4] customer
[4] create
[4] value
[4] providing
[4] choice
[4] jeffreylipsius
[3] relationships

Top Words in Tweet in G10:
[51] #cx
[39] episode
[35] #custserv
[35] #custexp
[35] #stevepappas
[30] #podcast
[27] #strategy
[26] another
[22] awesome
[22] great

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[239] customer,service
[219] #custserv,#cx
[181] #yourplatformwiththeheart,#promoedutech
[170] #promoedutech,#influencerpromotion
[163] #retail,#custserv
[158] #customerexperience,#retail
[152] #cx,#custserv
[146] full,name
[132] #ai,#iot
[129] #influencerpromotion,#ai

Top Word Pairs in Tweet in G1:
[146] full,name
[91] chat,soon
[83] order,number
[80] sorry,hear
[79] name,email
[76] billing,address
[73] email,address
[71] please,dm
[62] send,dm
[59] understand,concern

Top Word Pairs in Tweet in G2:
[181] #yourplatformwiththeheart,#promoedutech
[170] #promoedutech,#influencerpromotion
[132] #ai,#iot
[129] #influencerpromotion,#ai
[115] #iot,#tech
[78] #yourmustread,#influencerpromotion
[69] #tech,#fintech
[68] #influencerpromotion,#topcasestudy
[63] grazytgrazynatt,influencerprom1
[52] #promoedutech,#yourmustread

Top Word Pairs in Tweet in G3:
[67] #custserv,chat
[66] customer,service
[42] bookingbug,colinsataylor
[42] colinsataylor,travellersoul76
[33] #custserv,#cx
[33] #cx,#cctr
[33] #cctr,#callcenter
[33] #callcenter,#contactcenter
[33] #contactcenter,#customerexperience
[33] #customerexperience,#customerservice

Top Word Pairs in Tweet in G4:
[99] customer,service
[86] #cx,#ex
[80] #cx,#custserv
[56] #custserv,#cx
[55] #custexp,#custserv
[43] customer,experience
[43] #ex,#custexp
[41] #cx,#custexp
[35] #custserv,#custexp
[26] service,daily

Top Word Pairs in Tweet in G5:
[161] #retail,#custserv
[158] #customerexperience,#retail
[120] top,rating
[119] rating,#customerexperience
[62] feedback,#customerexperience
[12] #customerexperience,#burger
[12] #burger,#custserv
[8] nsw,top
[6] wa,top
[6] nsw,feedback

Top Word Pairs in Tweet in G6:
[55] honour,host
[55] host,siemensmobility
[55] siemensmobility,spotlight
[55] spotlight,#berlin
[55] #berlin,live
[55] live,sept
[55] sept,28
[55] 28,#insight
[55] #insight,#ai
[55] #ai,#automation

Top Word Pairs in Tweet in G7:
[40] bob,evans
[40] evans,restaurants
[35] host,cashier
[30] apply,today
[16] click,apply
[16] recommend,anyone
[14] customer,service
[14] #hostess,#custserv
[14] #host,#custserv
[13] apply,host

Top Word Pairs in Tweet in G8:
[16] #contactcenter,#custserv
[16] #custserv,#customerservice
[15] #cctr,#contactcenter
[13] #crm,#cctr
[9] #custserv,#cx
[8] #customerservice,#cx
[7] #cx,#custserv
[6] #cctr,#custserv
[6] analyst,perspective
[6] perspective,kdawsonvr

Top Word Pairs in Tweet in G9:
[5] #salespop,#custserv
[4] create,value
[4] value,providing
[4] providing,choice
[4] choice,jeffreylipsius
[4] jeffreylipsius,#salespop
[4] #custserv,pipelinercrm
[3] johngoldenfrr,create
[2] #saleschats,deep
[2] deep,customer

Top Word Pairs in Tweet in G10:
[35] #cx,#custserv
[35] #custserv,#custexp
[35] #custexp,#stevepappas
[30] #stevepappas,#podcast
[22] #podcast,#strategy
[21] awesome,episode
[14] episode,#scienceofcx
[14] #scienceofcx,dropped
[12] dropped,join
[12] join,another

Top Replied-To
Top Replied-To in Entire Graph:
@hm_custserv
@gregortbach
@marshacollier
@gallifreyan
@markc_avgi
@complexified
@immarkbernhardt
@ideakid88
@jacobshields20
@colinsataylor

Top Replied-To in G1:
@hm_custserv
@3kurdo31
@hm
@iro09908973
@eloisemcgrath1
@punksmurf
@aleks_kapustka
@bb245524
@salmanshaikh027
@hmunitedkingdom

Top Replied-To in G2:
@chidambara09
@wanderingstarz1
@_atanas_
@albertoemachado
@influencerprom1
@promoedutech
@grazytgrazynatt

Top Replied-To in G3:
@gregortbach
@marshacollier
@gallifreyan
@markc_avgi
@complexified
@immarkbernhardt
@ideakid88
@jacobshields20
@dekebridges
@kr8tr

Top Replied-To in G4:
@annettefranz
@marshacollier
@gregortbach

Top Replied-To in G5:
@burgerking
@treatwelluk
@dhlexpressuk
@rh_custserv
@hm_custserv
@dhlparceluk

Top Replied-To in G8:
@8x8
@servicenow
@sendbird
@knosys
@dialpadhq
@niceltd
@novelvox
@edesk
@alvaria_inc
@sightcall

Top Mentioned
Top Mentioned in Entire Graph:
@grazytgrazynatt
@marshacollier
@gregortbach
@influencerprom1
@hm_custserv
@mentalmarketer
@hm
@sallyeaves
@siemensmobility
@andrewincontact

Top Mentioned in G1:
@hm_custserv
@hm
@beepranom
@hmunitedkingdom
@hermesparcels
@awilson53789
@hmindia
@hmusa
@iro09908973

Top Mentioned in G2:
@grazytgrazynatt
@influencerprom1
@andrewincontact
@promoedutech
@itakethelead
@kiyotaka_1991
@365surmarius
@themrblueprint
@mrkmrkmoh
@mariussou

Top Mentioned in G3:
@marshacollier
@gregortbach
@complexified
@bookingbug
@colinsataylor
@travellersoul76
@gallifreyan
@markc_avgi
@immarkbernhardt
@jacobshields20

Top Mentioned in G4:
@mentalmarketer
@hyken
@callcentrehelp
@stephaniethum
@leslieo
@katenasser
@mycustomer
@rbacal
@jeanniecw
@digi_desk

Top Mentioned in G5:
@lowes
@bunnings
@bandq_help
@mcdonaldsuk
@morrisons
@marksandspencer
@greggsofficial
@jbhifi
@harveynormanau
@sainsburys

Top Mentioned in G6:
@sallyeaves
@siemensmobility
@nvidiaai
@mentalmarketer

Top Mentioned in G7:
@lumenvox
@teammom2006
@5000fish
@melkettle
@yurbi

Top Mentioned in G8:
@kdawsonvr
@ventanaresearch
@salesforce
@crm
@inc
@aircall
@languageline
@roger_huff
@mytotalretail
@sales_source

Top Mentioned in G9:
@pipelinercrm
@jeffreylipsius
@johngoldenfrr
@jsaedwards
@boundymark
@realsalespop
@dmscott

Top Mentioned in G10:
@jakemckee
@sujanpatel
@hannahsteiman
@filippo_lovotti
@halftimeorange2
@stacysherman
@scienceofcx
@cxuniversity
@moseleywilliams

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@sectest9
@easy_branches
@marshawright
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@southwestair
@sainsburys

Top Tweeters in G1:
@ben13forever
@isaiparnz
@eqquinoxx
@aor_bu
@redtsubakii
@mhabae
@rena_960912
@onnanobambi
@bbubblebee
@kakakrane

Top Tweeters in G2:
@sectest9
@easy_branches
@marshawright
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@thedeveloperbot
@cybersecurityn8
@jilliemary

Top Tweeters in G3:
@mcdonalds
@lndontretweets
@rockchristopher
@marshacollier
@cyb3rb0r6
@askciti
@gallifreyan
@inkscrblr
@ethicaldavid
@kelitos_way

Top Tweeters in G4:
@trippbraden
@thecuriousluke
@mtnpoet
@juliebhunt
@twilli2861
@forbes
@education_24x7
@designthinkbot
@wallybock
@greentechdon

Top Tweeters in G5:
@tesco
@sainsburys
@marksandspencer
@morrisons
@knowhowtohelp
@auspost
@nextofficial
@pret
@cpwtweets
@lowes

Top Tweeters in G6:
@lorimoreno
@ottlegalrebels
@bot_innovation
@akwyz
@yvesmulkers
@spirosmargaris
@ene3112
@jayeshmthakur
@psb_dc
@iottogether

Top Tweeters in G7:
@ensbot
@argobagdr
@melkettle
@dogetalist
@iconohash
@royatkinson
@seonghwaterfall
@mashia6
@jeremyharpham
@fx_larroche

Top Tweeters in G8:
@inc
@salesforce
@ventanaresearch
@sales_source
@niceltd
@blairplez
@jimsinur
@8x8
@dougsohn
@tpdashboard

Top Tweeters in G9:
@pipelinercrm
@kimlanikolaus
@dmscott
@realsalespop
@johngoldenfrr
@jeffreylipsius
@jsaedwards
@the_innergame
@inner_institute
@boundymark

Top Tweeters in G10:
@sujanpatel
@moseleywilliams
@jakemckee
@cxconnoisseur
@cxuniversity
@stacysherman
@hannahsteiman
@halftimeorange2
@scienceofcx
@filippo_lovotti