custserv, Twitter, 10/3/2021 3:01:05 AM, 263497


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custserv_2021-10-02_19-33-04.xlsx
custserv_2021-10-02_19-33-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 03, 2021
Short Description:
custserv via NodeXL https://bit.ly/2Y5K333
@hm_custserv
@mentalmarketer
@marshacollier
@gregortbach
@grazytgrazynatt
@hyken
@germaine_frost
@paycompliment
@primark
@developerbot_v1

Top hashtags:
#custserv
#cx
#customerexperience
#custexp
#retail
#ai
#ex

Description:
Description
The graph represents a network of 1,521 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, 03 October 2021 at 02:40 UTC.

The requested start date was Sunday, 03 October 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, 37-minute period from Sunday, 19 September 2021 at 00:04 UTC to Saturday, 02 October 2021 at 07:41 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 : 1521
Unique Edges : 1847
Edges With Duplicates : 4486
Total Edges : 6333
Number of Edge Types : 5
Replies to : 1384
Mentions : 1840
Tweet : 790
Retweet : 873
MentionsInRetweet : 1446
Self-Loops : 838
Reciprocated Vertex Pair Ratio : 0.147408666100255
Reciprocated Edge Ratio : 0.25694187338023
Connected Components : 104
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 704
Maximum Edges in a Connected Component : 4444
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.510376
Graph Density : 0.00116829302051974
Modularity : 0.340846
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,521 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, 03 October 2021 at 02:40 UTC.

The requested start date was Sunday, 03 October 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, 37-minute period from Sunday, 19 September 2021 at 00:04 UTC to Saturday, 02 October 2021 at 07:41 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:
[201] https://www.paycompliment.com/
[60] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=808737074
[42] https://bitcoin-farm.org/
[41] https://www.modelop.com/blog/how-to-keep-your-ai-ethical/
[26] http://customerservicedaily.com
[19] https://www.zendesk.com/blog/customer-service-week/
[15] https://www2.deloitte.com/za/en/pages/digital/articles/Why-digital-transformation-is-no-longer-a-luxury-for-your-business.html
[15] https://www.helpscout.com/blog/social-media-customer-service/
[15] https://stellaconnect.com/blog/connecting-agent-engagement-and-performance/
[14] https://www.helpscout.com/blog/faq-examples/

Top URLs in Tweet in G1:
[60] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=808737074
[7] http://bit.ly/2t18SJI
[7] https://www2.hm.com/es_mx/customer-service/contacto.html
[4] https://www2.hm.com/es_es/service-clients/contact.html
[3] https://www2.hm.com/en_gb/customer-service/returns.html
[3] https://www.hm.com/co/store-locator/colombia/
[3] https://www2.hm.com/es_mx/customer-service/returns/online-purchases.html
[3] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fhmpolskahm%2Fposts%2F3025476977769190
[2] http://bit.ly/2t18SJl
[2] https://www.hm.com/cl/customer-service/shopping-at-hm/payments-returns/

Top URLs in Tweet in G2:
[4] https://twitter.com/MarshaCollier/status/1443020216204677125
[4] https://www.gilroyassociates.com/thought-leadership/what-does-mutual-empathy-look-like-at-work
[3] https://twitter.com/MarshaCollier/status/1440493572109701129
[3] https://twitter.com/MarshaCollier/status/1443025279480336384
[2] https://twitter.com/GregOrtbach/status/1440476970706374658
[2] https://mail.google.com/mail/u/0/?tab=mm#search/#custserv+qu/KtbxLrjNZhlLzBjcqvDWLDnTGVLzkCwbkg
[2] https://twitter.com/GregOrtbach/status/1440487259417972737
[2] https://twitter.com/GregOrtbach/status/1440489775841042432
[2] https://twitter.com/GregOrtbach/status/1440494808997453824
[2] https://twitter.com/MarshaCollier/status/1443022733638524931

Top URLs in Tweet in G3:
[26] http://customerservicedaily.com
[18] https://www.zendesk.com/blog/customer-service-week/
[15] https://stellaconnect.com/blog/connecting-agent-engagement-and-performance/
[13] https://www.linkedin.com/pulse/part-35-experience-led-transformation-luke-soon
[9] https://pod.co/science-of-cx/ep-28-e-a-csolkovits-building-a-community-of-givers
[9] https://www.linkedin.com/in/giversuniversity/
[9] https://www.mycustomer.com/customer-experience/voice-of-the-customer/should-we-treat-unprofitable-customers-as-well-as
[8] https://www.forbes.com/sites/briansolis/2021/09/01/businesses-can-hit-a-home-run-in-cx-and-marketing-by-investing-in-a-growth-triple-play-of-creativity-analytics-and-purpose/?sh=5dcb4a9b57b4
[8] https://hbr-org.cdn.ampproject.org/c/s/hbr.org/amp/2015/12/engaging-your-employees-is-good-but-dont-stop-there
[8] https://t.ly/bK22

Top URLs in Tweet in G4:
[42] https://bitcoin-farm.org/
[1] https://hbr.org/2021/06/if-youre-going-to-raise-prices-tell-customers-why

Top URLs in Tweet in G5:
[41] https://www.modelop.com/blog/how-to-keep-your-ai-ethical/
[15] https://www2.deloitte.com/za/en/pages/digital/articles/Why-digital-transformation-is-no-longer-a-luxury-for-your-business.html
[4] https://www.askdangalante.com/post/189719734286/whats-the-future-of-ai-insights-from-the-ai
[4] https://www.linkedin.com/in/dangalante
[4] https://dangalante.me/2021/07/29/how-to-create-marketing-that-enables-sales-cx-teams/
[2] https://www.callcentrehelper.com/what-is-a-balanced-scorecard-and-how-do-you-create-one-180065.htm
[2] https://www.talkdesk.com/ca/contact-centre-competitive-differentiator-lunch-and-learn-oct19/
[2] https://www.talkdesk.com/ca/contact-centre-competitive-differentiator-lunch-and-learn-oct21/
[2] https://www.destinationcrm.com/Articles/ReadArticle.aspx?ArticleID=149105#.YUt5OoiXLmY.twitter
[2] http://www.smartcustomerservice.com/Articles/News-Briefs/Vonage-Launches-AI-Virtual-Assistant-for-Its-UCaaS-Solution-149226.aspx#.YVN8sxhXOwI.twitter

Top URLs in Tweet in G6:
[2] https://www.avaya.com/blogs/archives/2021/09/what_is_ccaas/?utm_source=twitter&utm_medium=social&utm_campaign=blog
[2] https://www.hashtagstampede.com/social-customer-care-how-to-make-everyone-feel-important
[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
[2] https://www.lumenvox.com/demo/
[2] https://news.sky.com/story/social-care-system-progressively-failing-people-says-ombudsman-12420919
[2] https://theferret.scot/nhs-fife-suspend-investigating-patients-compalints/
[2] https://www.aarp.org/ppi/info-2021/financial-pain-points-for-older-consumers.html
[2] https://www.hemeltoday.co.uk/news/politics/council/hertfordshire-county-council-reviews-adoption-recruitment-process-following-ombudsman-report-3389745
[2] https://www.canstarblue.com.au/
[2] https://www.insidehousing.co.uk/news/news/ombudsman-finds-severe-maladministration-at-21000-home-landlord-72700

Top URLs in Tweet in G7:
[9] -
[9] Customer
[7] https://www.zendesk.com/blog/7-pitfalls-avoid-incorporating-ai-customer-service/?utm_source=twitter&utm_medium=organic_social&utm_campaign=social_share
[3] https://keithdawson.ventanaresearch.com/zendesk-advances-a-suite-for-cx?utm_campaign=Expertise
[3] Experience&utm_content=169754735&utm_medium=social&utm_source=twitter&hss_channel=tw-17992147
[2] https://keithdawson.ventanaresearch.com/the-pandemic-heightens-need-for-agent-management?utm_campaign=Expertise
[1] https://twitter.com/ventanaresearch/status/1443299035792695301
[1] https://twitter.com/ventanaresearch/status/1442687756648521733
[1] https://twitter.com/ventanaresearch/status/1443328479886520324
[1] https://twitter.com/ventanaresearch/status/1442912255599734785

Top URLs in Tweet in G8:
[201] https://www.paycompliment.com/

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=m1B87v_YxHY&list=PLcFwxJMrxygC3074KgSg2vkTkK7gliz8d&index=4

[1] https://dy.si/uB1WDu
[1] https://youtube.com/watch?v=m1B87v_YxHY&list=PLcFwxJMrxygC3074KgSg2vkTkK7gliz8d&index=4

[1] https://www.zendesk.com/blog/customer-service-week/
[1] https://dy.si/dwDLG5
[1] https://dy.si/9KxVJ
[1] https://dy.si/7Qrqk
[1] https://dy.si/1wAxi
[1] https://dy.si/sCByN
[1] https://dy.si/MTyK1Y2

Top Domains
Top Domains in Tweet in Entire Graph:
[201] paycompliment.com
[163] twitter.com
[135] careerarc.com
[59] hm.com
[58] hbr.org
[52] forbes.com
[49] linkedin.com
[42] bitcoin-farm.org
[41] callcentrehelper.com
[41] modelop.com

Top Domains in Tweet in G1:
[62] twitter.com
[59] hm.com
[10] bit.ly
[3] facebook.com
[1] hmgroup.com
[1] myunidays.com
[1] co.uk
[1] emp.de

Top Domains in Tweet in G2:
[70] twitter.com
[4] gilroyassociates.com
[2] google.com
[2] amazon.com
[2] successcenter.com
[2] providesupport.com
[1] businessinsider.com
[1] nytimes.com
[1] yahoo.com
[1] marketingcharts.com

Top Domains in Tweet in G3:
[56] hbr.org
[50] forbes.com
[42] linkedin.com
[32] mycustomer.com
[32] callcentrehelper.com
[26] customerservicedaily.com
[24] ampproject.org
[20] pod.co
[19] zendesk.com
[18] t.ly

Top Domains in Tweet in G4:
[42] bitcoin-farm.org
[1] hbr.org

Top Domains in Tweet in G5:
[41] modelop.com
[15] deloitte.com
[10] customerthink.com
[9] callcentrehelper.com
[9] askdangalante.com
[8] smartcustomerservice.com
[6] dangalante.me
[5] destinationcrm.com
[5] linkedin.com
[4] talkdesk.com

Top Domains in Tweet in G6:
[20] careerarc.com
[10] givainc.com
[8] iconohash.com
[5] cct-solutions.com
[5] okt.to
[5] tcn.com
[4] gartner.com
[4] co.uk
[3] avaya.com
[3] twitter.com

Top Domains in Tweet in G7:
[10] ventanaresearch.com
[7] zendesk.com
[5] twitter.com
[3] fiverr.com
[1] siemens.com
[1] nvidia.com

Top Domains in Tweet in G8:
[201] paycompliment.com

Top Domains in Tweet in G9:
[22] dy.si
[3] youtube.com
[1] zendesk.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1979] custserv
[640] cx
[395] customerexperience
[300] custexp
[184] retail
[181] ai
[167] ex
[153] customerservice
[150] designthinking
[145] innovation



Top Hashtags in Tweet in G1:
[2] hmxme
[2] novalueforcustomer
[1] original
[1] conscious
[1] fashionicon
[1] notimpressed
[1] postkantoor
[1] customerexperience
[1] fastfashion
[1] hm

Top Hashtags in Tweet in G2:
[697] custserv
[23] successtrain
[11] cx
[10] customerservice
[3] empathy
[2] covid19
[2] marketing
[2] techradio
[2] ai
[1] hospitality

Top Hashtags in Tweet in G3:
[526] custserv
[448] cx
[217] custexp
[164] ex
[150] designthinking
[135] innovation
[133] jtbd
[116] futureback
[110] customerexperience
[90] employeeexperience

Top Hashtags in Tweet in G4:
[97] influencerpromotion
[63] tech
[52] promoedutech
[42] yourmustread
[38] cybersecurity
[30] topcasestudy
[30] fintech
[29] ai
[28] custserv
[26] influencermarketing

Top Hashtags in Tweet in G5:
[59] custserv
[57] cx
[56] business
[53] ai
[43] custexp
[41] cctr
[41] ethics
[39] contactcenter
[37] customerservice
[32] marketing

Top Hashtags in Tweet in G6:
[113] custserv
[36] cx
[19] customerexperience
[19] customerservice
[14] cctr
[11] callcenter
[10] crm
[8] contactcenter
[8] agriculture
[8] orscheln

Top Hashtags in Tweet in G7:
[25] ai
[25] custserv
[21] 5g
[20] cx
[17] berlin
[17] insight
[17] automation
[17] impact
[9] contactcenter
[6] machinelearning

Top Hashtags in Tweet in G8:
[201] custserv
[200] customerexperience
[182] retail
[8] burger
[3] food
[2] grill
[2] chicken
[1] dinner
[1] chips
[1] praise

Top Hashtags in Tweet in G9:
[26] custserv
[12] intelligentservice
[3] fieldservice
[3] service
[3] cx
[2] nrgi

Top Hashtags in Tweet in G10:
[8] custserv

Top Words
Top Words in Tweet in Entire Graph:
[1978] #custserv
[640] #cx
[462] hm_custserv
[444] customer
[395] #customerexperience
[342] service
[299] #custexp
[286] please
[275] marshacollier
[263] dm

Top Words in Tweet in G1:
[461] hm_custserv
[279] please
[260] dm
[216] hi
[212] address
[187] order
[164] email
[159] sorry
[138] name
[134] full

Top Words in Tweet in G2:
[697] #custserv
[253] marshacollier
[189] gregortbach
[92] customer
[73] chat
[63] carriemaslen
[62] service
[57] great
[54] markc_avgi
[54] complexified

Top Words in Tweet in G3:
[525] #custserv
[448] #cx
[216] #custexp
[193] customer
[178] mentalmarketer
[164] #ex
[150] #designthinking
[135] #innovation
[133] #jtbd
[120] service

Top Words in Tweet in G4:
[97] #influencerpromotion
[63] #tech
[52] #promoedutech
[42] #yourmustread
[42] automated
[42] mining
[42] earn
[42] hour
[42] access
[42] link

Top Words in Tweet in G5:
[59] #custserv
[57] #cx
[56] #business
[53] #ai
[50] andrewincontact
[43] #custexp
[41] #cctr
[41] #ethics
[41] design
[41] ingliguori

Top Words in Tweet in G6:
[113] #custserv
[36] #cx
[33] customer
[20] service
[19] #customerexperience
[19] #customerservice
[15] orscheln
[14] #cctr
[13] center
[13] custserv

Top Words in Tweet in G7:
[25] #ai
[25] #custserv
[21] #5g
[20] sallyeaves
[20] #cx
[17] honour
[17] host
[17] siemensmobility
[17] spotlight
[17] #berlin

Top Words in Tweet in G8:
[201] congrats
[201] #custserv
[200] #customerexperience
[182] #retail
[149] top
[149] rating
[57] lowes
[51] feedback
[26] bunnings
[20] qld

Top Words in Tweet in G9:
[26] oraclecx
[26] #custserv
[21] cities
[20] service
[13] wake
[13] pandemic
[13] reinventing
[13] themselves
[13] big
[13] goals

Top Words in Tweet in G10:
[8] #custserv
[8] transplant
[7] starmedcare
[7] lung
[6] booneoakley
[6] two
[6] shots
[6] awesome
[6] best
[6] third

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[237] customer,service
[183] #retail,#custserv
[181] #customerexperience,#retail
[176] #cx,#custserv
[149] top,rating
[149] rating,#customerexperience
[129] full,name
[98] #custserv,#cx
[97] #custexp,#custserv
[97] #custserv,#custexp

Top Word Pairs in Tweet in G1:
[129] full,name
[78] please,dm
[77] sorry,hear
[76] email,address
[74] chat,soon
[72] order,number
[69] name,email
[64] billing,address
[56] send,dm
[52] dm,full

Top Word Pairs in Tweet in G2:
[63] #custserv,chat
[47] customer,service
[36] twitter,#custserv
[33] fastest,hour
[33] hour,twitter
[33] pm,pt
[30] consumers,pros
[30] pros,fastest
[30] pt,topic
[28] social,media

Top Word Pairs in Tweet in G3:
[136] #cx,#custserv
[97] customer,service
[96] #cx,#ex
[92] #custserv,#custexp
[90] #custexp,#custserv
[52] #cx,#custexp
[48] #custserv,#cx
[37] #jtbd,#innovation
[36] #ex,#employeeexperience
[35] #innovation,#futureback

Top Word Pairs in Tweet in G4:
[45] #influencerpromotion,#tech
[42] automated,mining
[42] mining,earn
[42] earn,hour
[42] hour,access
[42] access,link
[42] link,#influencerpromotion
[30] #influencerpromotion,#topcasestudy
[30] ganhose,automated
[30] #tech,#

Top Word Pairs in Tweet in G5:
[41] #ai,#ethics
[41] #ethics,design
[41] design,ingliguori
[41] ingliguori,modelop_co
[41] modelop_co,#business
[36] andrewincontact,#ai
[36] #business,#marketin
[27] #custserv,#cx
[26] #cx,#cctr
[26] #cctr,#callcenter

Top Word Pairs in Tweet in G6:
[17] customer,service
[10] #customerservice,#custserv
[8] #cx,#custserv
[7] contact,center
[7] daily,conversation
[7] conversation,report
[7] report,ready
[7] ready,#custserv
[7] #custserv,sep
[7] #contactcenter,#cctr

Top Word Pairs in Tweet in G7:
[17] honour,host
[17] host,siemensmobility
[17] siemensmobility,spotlight
[17] spotlight,#berlin
[17] #berlin,live
[17] live,sept
[17] sept,28
[17] 28,#insight
[17] #insight,#ai
[17] #ai,#automation

Top Word Pairs in Tweet in G8:
[182] #retail,#custserv
[181] #customerexperience,#retail
[149] top,rating
[149] rating,#customerexperience
[50] feedback,#customerexperience
[15] qld,top
[8] nsw,top
[8] nsw,feedback
[8] #customerexperience,#burger
[8] #burger,#custserv

Top Word Pairs in Tweet in G9:
[13] wake,pandemic
[13] pandemic,cities
[13] cities,reinventing
[13] reinventing,themselves
[13] themselves,big
[13] big,goals
[13] goals,mind
[13] mind,oraclecx
[13] oraclecx,mtlindquist
[13] mtlindquist,presents

Top Word Pairs in Tweet in G10:
[7] lung,transplant
[6] booneoakley,two
[6] two,shots
[6] shots,awesome
[6] awesome,starmedcare
[6] starmedcare,best
[6] best,#custserv
[6] #custserv,third
[6] third,lung
[6] transplant,center

Top Replied-To
Top Replied-To in Entire Graph:
@hm_custserv
@marshacollier
@gregortbach
@markc_avgi
@ideakid88
@complexified
@customerisfirst
@kr8tr
@immarkbernhardt
@carriemaslen

Top Replied-To in G1:
@hm_custserv
@hm
@jennyjedoch
@mummytorory
@fionathehardy
@phyl_randall
@kalleshsetty
@dommo26
@hmindia
@hmturkiye

Top Replied-To in G2:
@marshacollier
@gregortbach
@markc_avgi
@ideakid88
@complexified
@customerisfirst
@kr8tr
@toister
@carriemaslen
@immarkbernhardt

Top Replied-To in G3:
@marshacollier
@gregortbach
@immarkbernhardt
@hyken
@mentalmarketer
@rchusker
@dbeaumont266
@ccmarce_writes
@fmisle
@ideakid88

Top Replied-To in G4:
@influencerprom1
@grazytgrazynatt

Top Replied-To in G5:
@8x8
@talkdesk
@genesys
@insightly
@dialpad
@google
@vonage
@smgcustomersat
@callminer

Top Replied-To in G7:
@niceltd
@abbyy_software

Top Replied-To in G8:
@hm_custserv

Top Replied-To in G10:
@booneoakley
@courtneymuirr
@starmedcare

Top Mentioned
Top Mentioned in Entire Graph:
@mentalmarketer
@marshacollier
@gregortbach
@hm_custserv
@carriemaslen
@lowes
@andrewincontact
@grazytgrazynatt
@ingliguori
@modelop_co

Top Mentioned in G1:
@hm_custserv
@hm
@hmturkiye
@hermesparcels
@hmindia
@hmunitedkingdom
@myntra
@ecomexpress_ofc
@satanspeedsup
@flofi_kb

Top Mentioned in G2:
@marshacollier
@gregortbach
@carriemaslen
@complexified
@immarkbernhardt
@markc_avgi
@thefoodieworld
@kisstosell
@nealtopf
@businesslocker

Top Mentioned in G3:
@mentalmarketer
@annettefranz
@callcentrehelp
@hyken
@jtwatkin
@customerisfirst
@stellaconnect
@mycustomer
@stevedigioia
@digi_desk

Top Mentioned in G4:
@grazytgrazynatt
@influencerprom1
@ganhose
@promoedutech
@ai_miami
@peterleah18
@heroldbarton
@vipeurope5
@pestochampion
@srinualme

Top Mentioned in G5:
@andrewincontact
@ingliguori
@modelop_co
@ianljones98
@deloitte
@mentalmarketer
@dangalante
@talkdesk
@crm
@askdangalante

Top Mentioned in G6:
@lumenvox
@melkettle
@teammom2006
@yurbi
@techsmartboss

Top Mentioned in G7:
@sallyeaves
@siemensmobility
@kdawsonvr
@zendesk
@puneetmehtanyc
@ventanaresearch
@ipfconline1
@globaliqx
@jblefevre60

Top Mentioned in G8:
@lowes
@bunnings
@bandq_help
@greggsofficial
@halfords_uk
@mcdonaldsuk
@bigw
@myer
@marksandspencer
@officeworks

Top Mentioned in G9:
@oraclecx
@mtlindquist
@oracleservcloud
@oliviafaucheux
@xavimolina22
@clholzer
@annettefranz
@jonpicoult
@jennifernapier7
@josephgeorgec

Top Mentioned in G10:
@starmedcare
@dizzycatdesign
@booneoakley
@cystic_jedi
@dominos
@dominos_uk

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@sectest9
@easy_branches
@cybersec_feeds
@chidambara09
@xaelbot
@delta
@codedailybot
@evankirstel
@sainsburys

Top Tweeters in G1:
@whatktdoes_now
@myntra
@jeremy_hume
@officialplt_cs
@asos
@hermesparcels
@toritoreytorrie
@katepinksmith
@iamkaiya_
@hm_custserv

Top Tweeters in G2:
@delta
@rockchristopher
@tmobile
@marshacollier
@sunjayjk
@gilcividanes
@terrinakamura
@johnlusher
@cyb3rb0r6
@muz4now

Top Tweeters in G3:
@chidambara09
@forbes
@designthinkbot
@wallybock
@natlawreview
@enriquen
@katenasser
@jayeshmthakur
@att
@ucloudify

Top Tweeters in G4:
@sectest9
@easy_branches
@cybersec_feeds
@xaelbot
@codedailybot
@thedeveloperbot
@cybersecurityn8
@jilliemary
@ipythonistabot
@morolswediu

Top Tweeters in G5:
@jfsebastian146
@andrewmorrisuk
@fabriciosx
@sdreyse
@thecuriousluke
@pythonexpertbot
@mystery_tomes
@developerbot_v1
@junjudapi
@bubbles4tw

Top Tweeters in G6:
@agnews_otto
@melkettle
@iconohash
@trishofthetrade
@ferdiewiang
@alexander_kevin
@claudiogt
@mashia6
@jeremyharpham
@sarahkaiser557

Top Tweeters in G7:
@hubofml
@nicochan33
@tweetinggoddess
@shi4tech
@openmarketingtv
@hl10pm
@spirosmargaris
@jblefevre60
@ipfconline1
@dinisguarda

Top Tweeters in G8:
@tesco
@sainsburys
@marksandspencer
@morrisons
@knowhowtohelp
@waitrose
@lowes
@greggsofficial
@primark
@bandq_help

Top Tweeters in G9:
@ernieschell
@smartecocity
@oraclecx
@oracleservcloud
@marketing_clem
@arizbeth
@agrundey
@vcroiset
@twmando
@cgmdavis

Top Tweeters in G10:
@dominos_uk
@dominos
@creation_2011
@bleuz00m
@dizzycatdesign
@mom2speak1
@deannalovecraig
@courtneymuirr
@cystic_jedi
@booneoakley