custserv, Twitter, 9/12/2021 3:31:26 AM, 261760


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custserv_2021-09-11_19-33-04.xlsx
custserv_2021-09-11_19-33-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 12, 2021
Short Description:
custserv via NodeXL https://bit.ly/3l9BEDC
@mycustomer
@drnatalie
@blairplez
@evankirstel
@genesys
@ipfconline1
@godfrey_g_
@hm_custserv
@grazytgrazynatt
@mentalmarketer

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

Description:
Description
The graph represents a network of 1,416 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, 12 September 2021 at 02:38 UTC.

The requested start date was Sunday, 12 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 10-day, 7-hour, 1-minute period from Sunday, 29 August 2021 at 00:20 UTC to Wednesday, 08 September 2021 at 07:21 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 : 1416
Unique Edges : 1612
Edges With Duplicates : 4459
Total Edges : 6071
Number of Edge Types : 5
Retweet : 871
MentionsInRetweet : 1469
Replies to : 1257
Mentions : 1886
Tweet : 588
Self-Loops : 664
Reciprocated Vertex Pair Ratio : 0.146830825353397
Reciprocated Edge Ratio : 0.256063618290258
Connected Components : 111
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 738
Maximum Edges in a Connected Component : 4466
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.859663
Graph Density : 0.00125521550777585
Modularity : 0.337014
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 1,416 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, 12 September 2021 at 02:38 UTC.

The requested start date was Sunday, 12 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 10-day, 7-hour, 1-minute period from Sunday, 29 August 2021 at 00:20 UTC to Wednesday, 08 September 2021 at 07:21 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:
[131] https://www.paycompliment.com/
[54] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=808737074
[38] https://www.valuecoders.com/blog/technology-and-apps/machine-learning-app-ideas/
[18] http://customerservicedaily.com
[15] https://bitcoin-farm.org/
[12] https://www.mycustomer.com/customer-experience/loyalty/how-to-create-a-customer-centric-culture-what-the-experts-say
[10] https://www.helpscout.com/blog/faq-examples/
[10] -
[10] Customer
[10] https://www.providesupport.com/blog/will-ai-take-humans-out-of-customer-service-in-the-near-future/?utm_content=bufferd5f53&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[54] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=808737074
[5] http://bit.ly/2t18SJI
[4] https://www.hm.com/cl/store-locator/chile/
[2] https://www.hm.com/cl/
[2] https://www.hm.com/cl/customer-service/shopping-at-hm/payments-returns/
[2] https://www2.hm.com/es_mx/customer-service/contacto.html
[2] https://www2.hm.com/en_gb/customer-service/sizeguide/ladies.html
[2] https://twitter.com/Ridhimanarang2/status/1434050560915750919
[1] https://bit.ly/3l4ZCzM
[1] https://hm.info/60114ODEW

Top URLs in Tweet in G2:
[38] https://www.valuecoders.com/blog/technology-and-apps/machine-learning-app-ideas/
[15] https://bitcoin-farm.org/
[1] https://twitter.com/chidambara09/status/1433727684165595139?s=20
[1] https://twitter.com/chidambara09/status/1433961711514521600?s=20
[1] https://twitter.com/chidambara09/status/1434193571616157698?s=20
[1] https://twitter.com/_atanas_/status/1434339141802729472?s=20
[1] https://twitter.com/EduardoValenteI/status/1430513975557492743?s=20
[1] https://twitter.com/wanderingstarz1/status/1428831293165481990?s=20
[1] https://www.linkedin.com/pulse/understanding-ai-conversational-tone-improve-customer-evan-kirstel/

Top URLs in Tweet in G3:
[5] https://t.ly/bK22
[3] https://twitter.com/MarshaCollier/status/1432873361156329474
[3] https://twitter.com/MarshaCollier/status/1435410076274151430
[3] https://twitter.com/MarshaCollier/status/1435412595746422785
[3] https://twitter.com/MarshaCollier/status/1435420142867976200
[3] https://www.successcenter.com/nortrhridge/brands/marsha-collier
[2] https://twitter.com/MarshaCollier/status/1432880907887730688
[2] https://twitter.com/MarshaCollier/status/1432884150130806785
[2] https://twitter.com/GregOrtbach/status/1435416346007834626
[2] https://twitter.com/MarshaCollier/status/1435424607457079298

Top URLs in Tweet in G4:
[18] http://customerservicedaily.com
[11] https://www.mycustomer.com/customer-experience/loyalty/how-to-create-a-customer-centric-culture-what-the-experts-say
[5] https://www.mycustomer.com/customer-experience/engagement/five-themes-that-will-define-the-future-customer-buying-journey
[5] http://cxpert.com.au/upcoming-trends-in-customer-support-2/
[4] https://www.callcentrehelper.com/building-customer-rapport-meaningful-conversations-189653.htm
[4] https://www.callcentrehelper.com/techniques-to-handle-stress-in-the-contact-centre-171465.htm
[4] https://www.mycustomer.com/customer-experience/loyalty/are-we-over-emphasising-customer-experience-at-the-cost-of-service
[4] https://hbr.org/2021/08/b2b-customers-expect-more-than-ever-demand-centers-can-help
[4] https://curatti.com/5-questions-that-will-improve-your-customer-service/
[4] https://katenasser.com/horrible-customer-service-replies-people-skills/

Top URLs in Tweet in G5:
[1] https://www.behance.net/gallery/126487835/in-this-house-is-mixed-unending
[1] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlL1drb2VXNT8=&uuid=0099912b-09cb-11ec-824b-4672624e656c&vid=
[1] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlL1BsbTkxdz8=&uuid=62c44d0b-0b5d-11ec-8be2-5441595a7469&vid=
[1] https://blogs.nvidia.com/blog/2021/08/31/conversational-ai-research-speech-synthesis-interspeech/?ncid=partn-995775#cid=dl20_partn_en-us

Top URLs in Tweet in G6:
[6] http://www.business.att.com/learn/top-voices/connecting-employees-customers-virtually-all-day-every-day.html
[6] http://www.business.att.com/learn/research-reports/how-to-make-your-contact-center-more-valuable-with-ai.html
[4] https://disruptive.asia/with-customer-service-call-not-important/
[4] http://www.business.att.com/learn/tech-advice/omnichannel-vs-multi-channel-contact-centers-pick-a-lane.html
[3] https://www.tanveernaseer.com/8-benefits-of-building-effective-project-team-rachel-eleza/
[2] https://dangalante.medium.com/how-to-create-marketing-sales-service-teams-love-fb731cee656c?_branch_match_id=link-949995230702163820
[2] https://dangalante.medium.com/how-and-why-people-buy-products-and-services-4c9d9e27c3fd?_branch_match_id=link-929718567615869139
[2] https://iconohash.com:443/
[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.stuff.co.nz/business/126221998/watchdog-to-make-it-easier-for-broadband-users-to-get-complaints-heard

Top URLs in Tweet in G7:
[131] https://www.paycompliment.com/

Top URLs in Tweet in G8:
[6] https://www.linkedin.com/pulse/understanding-ai-conversational-tone-improve-customer-evan-kirstel/
[3] https://customerthink.com/5-ways-to-increase-customer-engagement-using-artificial-intelligence-ai/
[2] https://customerthink.com/rethink-b2b-content-for-buyer-enablement/
[1] https://customerthink.com/how-intrapreneurs-grow-a-grassroots-cx-program/
[1] https://customerthink.com/my-take-on-service-design-as-a-solution-continuous-improvement-practitioner/
[1] https://customerthink.com/how-to-use-reciprocity-marketing-to-boost-customer-engagement-and-sales/
[1] https://www.mycustomer.com/customer-experience/loyalty/how-to-create-a-customer-centric-culture-what-the-experts-say
[1] https://www.mycustomer.com/customer-experience/voice-of-the-customer/eight-actions-to-simplify-your-customer-listening
[1] https://www.cmswire.com/customer-experience/how-to-choose-the-right-sample-for-your-customer-experience-projects/
[1] https://www.cmswire.com/customer-experience/why-some-customer-experience-initiatives-fail-at-the-executive-level/

Top URLs in Tweet in G9:
[10] -
[10] Customer
[2] https://keithdawson.ventanaresearch.com/intelligent-virtual-agents-are-an-imperative-for-digital-self-service?utm_campaign=Expertise
[2] Experience&utm_content=149931732&utm_medium=social&utm_source=twitter&hss_channel=tw-17992147
[2] https://keithdawson.ventanaresearch.com/new-title-the-opportunity-for-cx-is-beyond-your-contact-center?utm_campaign=Expertise
[2] Experience&utm_content=152591768&utm_medium=social&utm_source=twitter&hss_channel=tw-17992147
[2] https://keithdawson.ventanaresearch.com/customer-data-platforms-essential-for-effective-customer-experience?utm_campaign=Expertise
[2] Experience&utm_content=158221692&utm_medium=social&utm_source=twitter&hss_channel=tw-17992147
[2] https://www.destinationcrm.com/Articles/ReadArticle.aspx?ArticleID=148650#.YSfJYOwge_w.twitter
[1] https://keithdawson.ventanaresearch.com/sap-service-cloud-bridges-the-contact-center-and-the-back-office?utm_campaign=Expertise

Top URLs in Tweet in G10:
[1] https://connect.verint.com/b/customer-engagement/posts/contact-center-pipeline-low-code-no-code-ai-enabled-chatbots?utm_source=Verint+blog&utm_medium=blog&utm_id=Verint+blog+-+Susanne+Pitts+-+Contact+Center+Pipeline:+Low-Code/No-Code+AI-Enabled+Chatbots+-+August+25,+2021+-+external+link&utm_content=Verint+blog+-+Susanne+Pitts+-+Contact+Center+Pipeline:+Low-Code/No-Code+AI-Enabled+Chatbots+-+August+25,+2021+-+external+link
[1] https://infl.tv/jXut
[1] https://infl.tv/jXjD
[1] https://infl.tv/jWjS
[1] https://infl.tv/jWcE

Top Domains
Top Domains in Tweet in Entire Graph:
[171] twitter.com
[131] paycompliment.com
[74] bit.ly
[68] careerarc.com
[40] hm.com
[38] valuecoders.com
[30] mycustomer.com
[27] customerthink.com
[24] customerservicezone.com
[21] helpscout.com

Top Domains in Tweet in G1:
[58] twitter.com
[40] hm.com
[15] hm.info
[13] bit.ly
[1] khingwong.com
[1] anpost.com

Top Domains in Tweet in G2:
[38] valuecoders.com
[15] bitcoin-farm.org
[6] twitter.com
[1] linkedin.com

Top Domains in Tweet in G3:
[83] twitter.com
[6] t.ly
[3] successcenter.com
[2] bit.ly
[2] clubhouse.com
[2] inc.com
[1] businessinsider.com
[1] elliott.org
[1] lnkd.in
[1] linkedin.com

Top Domains in Tweet in G4:
[26] mycustomer.com
[18] customerservicedaily.com
[14] callcentrehelper.com
[11] postbeyond.com
[9] twitter.com
[7] customerthink.com
[6] katenasser.com
[6] contactcenterpipeline.com
[5] com.au
[5] ift.tt

Top Domains in Tweet in G5:
[2] fiverr.com
[1] behance.net
[1] nvidia.com

Top Domains in Tweet in G6:
[68] careerarc.com
[54] bit.ly
[16] att.com
[8] iconohash.com
[7] givainc.com
[6] medium.com
[4] cvsoci.al
[4] disruptive.asia
[4] qoo.ly
[3] okt.to

Top Domains in Tweet in G7:
[131] paycompliment.com

Top Domains in Tweet in G8:
[11] customerthink.com
[6] genesys.com
[6] linkedin.com
[4] mycustomer.com
[2] cmswire.com
[1] chatbotslife.com
[1] bit.ly
[1] cliftonbutterfield.com
[1] wsj.com
[1] businesswire.com

Top Domains in Tweet in G9:
[11] ventanaresearch.com
[3] destinationcrm.com
[2] smartcustomerservice.com
[2] twitter.com
[1] bit.ly
[1] zoho.com
[1] vonage.com
[1] speechtechmag.com

Top Domains in Tweet in G10:
[4] infl.tv
[1] verint.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1804] custserv
[352] cx
[205] influencerpromotion
[204] ai
[202] customerexperience
[195] promoedutech
[181] yourplatformwiththeheart
[145] custexp
[133] tech
[121] technology



Top Hashtags in Tweet in G1:
[14] helenahelmersson
[3] badservice
[3] poorcustomerservice
[2] help
[2] h
[2] fashion
[2] customerservice
[2] custserv
[2] noresponse
[1] toga_archivesxhm

Top Hashtags in Tweet in G2:
[203] influencerpromotion
[193] promoedutech
[180] yourplatformwiththeheart
[171] ai
[129] tech
[113] iot
[92] fintech
[63] megatrends
[61] custserv
[61] cybersecurity

Top Hashtags in Tweet in G3:
[821] custserv
[29] successtrain
[19] cx
[9] customerservice
[7] customerexperience
[4] surveys
[3] techradio
[1] hospitality
[1] jobs
[1] travel

Top Hashtags in Tweet in G4:
[234] custserv
[157] cx
[59] custexp
[33] cctr
[28] customerservice
[25] contactcenter
[22] ex
[20] customerexperience
[15] futureback
[14] designthinking

Top Hashtags in Tweet in G5:
[107] custserv
[100] innovations
[100] speechsynthesis
[100] technology
[100] content
[100] gaming
[8] cx
[7] business
[7] life
[7] machinelearning

Top Hashtags in Tweet in G6:
[218] custserv
[38] host
[33] hostess
[32] cx
[21] customerservice
[18] attemployee
[18] customerexperience
[14] custexp
[9] callcenter
[8] contactcenter

Top Hashtags in Tweet in G7:
[132] custserv
[128] customerexperience
[113] retail
[5] food
[3] lunch
[2] customerfeedback
[2] pizza
[2] burger
[1] jumpburger
[1] grill

Top Hashtags in Tweet in G8:
[36] custserv
[27] cx
[21] custexp
[9] ai
[5] cctr
[4] five9cxsummit
[3] digitaltransformation
[3] machinelearning
[3] customerservice
[2] cxnation

Top Hashtags in Tweet in G9:
[21] cx
[19] custserv
[13] contactcenter
[12] cctr
[6] crm
[6] customerservice
[4] martech
[2] cdp
[2] css
[2] ccs

Top Hashtags in Tweet in G10:
[14] custserv
[13] ivas
[6] ai
[5] chatbots
[5] automation
[5] conversationalai
[5] engagementcapacitygap
[5] operationalefficiency
[5] selfservice
[5] cx

Top Words
Top Words in Tweet in Entire Graph:
[1802] #custserv
[456] customer
[406] hm_custserv
[351] #cx
[292] marshacollier
[279] gregortbach
[233] please
[231] hi
[213] dm
[213] service

Top Words in Tweet in G1:
[406] hm_custserv
[227] please
[209] dm
[206] hi
[173] address
[168] order
[142] email
[133] soon
[121] sorry
[117] name

Top Words in Tweet in G2:
[203] #influencerpromotion
[195] grazytgrazynatt
[185] #promoedutech
[173] #yourplatformwiththeheart
[165] #ai
[129] #tech
[113] #iot
[104] influencerprom1
[81] #fintech
[75] uses

Top Words in Tweet in G3:
[819] #custserv
[272] marshacollier
[266] gregortbach
[173] customer
[113] complexified
[90] immarkbernhardt
[83] chat
[81] customers
[78] markc_avgi
[58] business

Top Words in Tweet in G4:
[234] #custserv
[156] #cx
[115] customer
[60] service
[59] #custexp
[33] #cctr
[33] customers
[28] #customerservice
[26] great
[25] #contactcenter

Top Words in Tweet in G5:
[107] #custserv
[102] sallyeaves
[100] #innovations
[100] expressive
[100] #speechsynthesis
[100] #technology
[100] leveraged
[100] #content
[100] creators
[100] #gaming

Top Words in Tweet in G6:
[218] #custserv
[53] bob
[53] evans
[53] restaurants
[51] apply
[51] job
[49] host
[49] cashier
[41] customer
[40] today

Top Words in Tweet in G7:
[132] #custserv
[131] congrats
[128] #customerexperience
[113] #retail
[98] top
[98] rating
[32] feedback
[28] lowes
[18] bunnings
[13] nsw

Top Words in Tweet in G8:
[36] #custserv
[27] #cx
[22] customer
[21] #custexp
[10] genesys
[9] service
[9] #ai
[8] customers
[8] people
[7] five9

Top Words in Tweet in G9:
[21] #cx
[19] #custserv
[16] kdawsonvr
[13] #contactcenter
[12] #cctr
[9] customer
[8] analyst
[7] ventanaresearch
[6] service
[6] experience

Top Words in Tweet in G10:
[14] many
[14] #custserv
[13] orgs
[13] changing
[13] stay
[13] competitive
[13] diy
[13] approach
[13] #ivas
[13] jenniferlsnell

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[155] customer,service
[138] #yourplatformwiththeheart,#promoedutech
[127] #promoedutech,#influencerpromotion
[121] #cx,#custserv
[114] #retail,#custserv
[111] #customerexperience,#retail
[109] full,name
[108] #ai,#iot
[107] #innovations,expressive
[107] expressive,#speechsynthesis

Top Word Pairs in Tweet in G1:
[109] full,name
[76] please,dm
[70] name,email
[70] chat,soon
[66] order,number
[56] billing,address
[53] sorry,hear
[50] email,address
[39] hm_custserv,hi
[38] understand,concern

Top Word Pairs in Tweet in G2:
[137] #yourplatformwiththeheart,#promoedutech
[126] #promoedutech,#influencerpromotion
[108] #ai,#iot
[106] #influencerpromotion,#ai
[92] #iot,#tech
[65] #tech,#fintech
[51] #yourmustread,#influencerpromotion
[40] #influencerpromotion,#topcasestudy
[38] #business,actually
[38] actually,uses

Top Word Pairs in Tweet in G3:
[68] #custserv,chat
[35] marshacollier,gregortbach
[31] bookingbug,colinsataylor
[30] hour,twitter
[30] colinsataylor,travellersoul76
[29] #successtrain,leaders
[28] immarkbernhardt,complexified
[27] fastest,hour
[25] pm,pt
[25] pt,topic

Top Word Pairs in Tweet in G4:
[56] #cx,#custserv
[49] customer,service
[48] #custserv,#cx
[20] #cx,#ex
[19] #custexp,#custserv
[18] service,daily
[18] daily,compilation
[18] compilation,#custserv
[18] #cx,articles
[18] articles,stories

Top Word Pairs in Tweet in G5:
[100] #innovations,expressive
[100] expressive,#speechsynthesis
[100] #speechsynthesis,#technology
[100] #technology,leveraged
[100] leveraged,#content
[100] #content,creators
[100] creators,#gaming
[100] #gaming,#custserv
[99] sallyeaves,#innovations
[97] #custserv,#deve

Top Word Pairs in Tweet in G6:
[53] bob,evans
[53] evans,restaurants
[49] host,cashier
[37] apply,today
[21] customer,service
[20] #custserv,#host
[18] #custserv,#attemployee
[18] #host,#custserv
[17] #cx,#custserv
[17] cashier,#custserv

Top Word Pairs in Tweet in G7:
[113] #retail,#custserv
[111] #customerexperience,#retail
[98] top,rating
[96] rating,#customerexperience
[31] feedback,#customerexperience
[10] nsw,top
[6] qld,top
[6] vic,top
[5] #customerexperience,#food
[5] #food,#custserv

Top Word Pairs in Tweet in G8:
[20] #custserv,#custexp
[14] #cx,#custserv
[8] customer,service
[6] #custexp,#cx
[6] understanding,#ai
[6] #ai,conversational
[6] conversational,tone
[6] tone,improve
[6] improve,customer
[6] service,avaya

Top Word Pairs in Tweet in G9:
[6] analyst,kdawsonvr
[6] #custserv,#customerservice
[5] #contactcenter,#cctr
[4] customer,experience
[4] #cx,#custserv
[4] kdawsonvr,finds
[4] #crm,#cctr
[4] #cctr,#contactcenter
[4] #contactcenter,#custserv
[3] ventanaresearch,analyst

Top Word Pairs in Tweet in G10:
[13] orgs,changing
[13] changing,#custserv
[13] #custserv,stay
[13] stay,competitive
[13] competitive,diy
[13] diy,approach
[13] approach,#ivas
[13] #ivas,jenniferlsnell
[11] many,today
[11] today,orgs

Top Replied-To
Top Replied-To in Entire Graph:
@hm_custserv
@marshacollier
@gregortbach
@complexified
@markc_avgi
@immarkbernhardt
@gallifreyan
@carriemaslen
@kr8tr
@jacobshields20

Top Replied-To in G1:
@hm_custserv
@makrand47206048
@hmunitedkingdom
@hm
@eloisemcgrath1
@punksmurf
@myselfsevval
@marielleux
@tgunson
@charl0tteperry

Top Replied-To in G2:
@chidambara09
@grazytgrazynatt
@_atanas_
@eduardovalentei
@wanderingstarz1
@carolynnewsom
@influencerprom1
@ai_miami
@andrewincontact

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

Top Replied-To in G4:
@gregortbach
@marshacollier
@markc_avgi
@immarkbernhardt
@gallifreyan
@hyken
@schulbz

Top Replied-To in G5:
@s

Top Replied-To in G7:
@tesco

Top Replied-To in G9:
@zoho
@vonage
@saraspivey1
@egain
@observeai
@cognigy
@niceltd

Top Mentioned
Top Mentioned in Entire Graph:
@grazytgrazynatt
@marshacollier
@gregortbach
@sallyeaves
@influencerprom1
@complexified
@immarkbernhardt
@hm_custserv
@markc_avgi
@valuecoders

Top Mentioned in G1:
@hm_custserv
@hm
@hmunitedkingdom
@hermesparcels
@awilson53789
@hmindia
@hmusa
@elledenise91
@hey_jaytee

Top Mentioned in G2:
@grazytgrazynatt
@influencerprom1
@valuecoders
@andrewincontact
@_____yo_____yo
@itakethelead
@kiyotaka_1991
@promoedutech
@peterleah18
@heroldbarton

Top Mentioned in G3:
@gregortbach
@marshacollier
@complexified
@immarkbernhardt
@markc_avgi
@gallifreyan
@bookingbug
@colinsataylor
@travellersoul76
@ideakid88

Top Mentioned in G4:
@katenasser
@mycustomer
@callcentrehelp
@hyken
@mentalmarketer
@cxpert
@marshacollier
@leslieo
@gregortbach
@digi_desk

Top Mentioned in G5:
@sallyeaves
@aliakbo42682095
@globaliqx
@behance
@nvidiaai
@influencerprom1

Top Mentioned in G6:
@teammom2006
@yurbi
@melkettle
@callcenterhost

Top Mentioned in G7:
@lowes
@bunnings
@bandq_help
@danmurphys
@morrisons
@bigw
@jbhifi
@sainsburys
@greggsofficial
@harveynormanau

Top Mentioned in G8:
@genesys
@blairplez
@astro_mike
@ipfconline1
@customerthink
@drnatalie
@evankirstel
@severinelienard
@jblefevre60
@schmarzo

Top Mentioned in G9:
@kdawsonvr
@ventanaresearch
@sap
@servicenow
@grazytgrazynatt
@salesforce
@braze
@scopeai
@crm

Top Mentioned in G10:
@jenniferlsnell
@ccpipeline
@verint
@heathershafer6
@apryde6226
@suehussverint
@garbearh2
@patriciamerch10
@davidwe36209008

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@easy_branches
@cybersec_feeds
@chidambara09
@piyuanker12
@ejlazar
@skyhelpteam
@xaelbot
@codedailybot
@evankirstel

Top Tweeters in G1:
@shieldvoc
@askamex
@repspurpose
@hermesparcels
@jaidtaylorlive
@hm_custserv
@chelsie___
@ianmcalvert
@ferskenvann
@babynewt_

Top Tweeters in G2:
@easy_branches
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@thedeveloperbot
@jilliemary
@ginestarros
@ipythonistabot
@morolswediu

Top Tweeters in G3:
@ejlazar
@lndontretweets
@rockchristopher
@marshacollier
@cyb3rb0r6
@gallifreyan
@vlenxx
@inkscrblr
@maewmb
@nitestar

Top Tweeters in G4:
@mcdonalds
@trippbraden
@twilli2861
@forbes
@inc
@zdnet
@designthinkbot
@wallybock
@natlawreview
@nextofficial

Top Tweeters in G5:
@calcaware
@fabriciosx
@regamertron
@spirosmargaris
@jayeshmthakur
@iottogether
@alternative200
@satyajit1910
@elcavalos
@irish_technews

Top Tweeters in G6:
@ensbot
@janniaragon
@raehanbobby
@melkettle
@iconohash
@tanveernaseer
@trishofthetrade
@seonghwaterfall
@mashia6
@nkossovan

Top Tweeters in G7:
@tesco
@sainsburys
@marksandspencer
@dominos_uk
@morrisons
@knowhowtohelp
@pret
@cpwtweets
@lowes
@zara_care

Top Tweeters in G8:
@piyuanker12
@evankirstel
@artificialbra1n
@jblefevre60
@ipfconline1
@junjudapi
@machine_ml
@eudyzerpa
@haroldsinnott
@ym78200

Top Tweeters in G9:
@devvibesbot
@salesforce
@ventanaresearch
@sap
@braze
@niceltd
@zoho
@vonage
@crm
@servicenow

Top Tweeters in G10:
@botosynthesis
@verint
@verintsusanne
@apryde6226
@ccpipeline
@suehussverint
@jenniferlsnell
@garbearh2
@heathershafer6
@davidwe36209008