custserv, Twitter, 2/12/2023 3:56:22 AM, 289200


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custserv_2023-02-11_19-47-20.xlsx
custserv_2023-02-11_19-47-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 12, 2023
Short Description:
custserv via NodeXL https://bit.ly/40GPW2q
@hm_custserv
@paycompliment
@bjswholesale
@primark
@marshacollier
@mentalmarketer
@gregortbach
@eads4th
@patrick_saas
@nitestar

Top hashtags:
#custserv
#cx
#customerexperience
#ar
#hx
#web3
#xr
#defi
#daos
#vr

Description:
Description
The graph represents a network of 2,131 Twitter users whose recent tweets contained "custserv", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 03:50 UTC.

The tweets in the network were tweeted over the 3384-day, 22-hour, 12-minute period from Wednesday, 06 November 2013 at 02:48 UTC to Sunday, 12 February 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 2131
Unique Edges : 1935
Edges With Duplicates : 11181
Total Edges : 13116
Number of Edge Types : 9
Retweet : 1111
MentionsInRetweet : 2423
Replies to : 1896
MentionsInReplyTo : 4173
Mentions : 2415
Tweet : 874
Quote : 107
MentionsInQuote : 89
MentionsInQuoteReply : 28
Self-Loops : 1169
Reciprocated Vertex Pair Ratio : 0.103347502656748
Reciprocated Edge Ratio : 0.187334457019022
Connected Components : 89
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 1913
Maximum Edges in a Connected Component : 12622
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.75699
Graph Density : 0.000914953194845595
Modularity : 0.240604
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,131 Twitter users whose recent tweets contained "custserv", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 03:50 UTC.

The tweets in the network were tweeted over the 3384-day, 22-hour, 12-minute period from Wednesday, 06 November 2013 at 02:48 UTC to Sunday, 12 February 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[589] https://www.paycompliment.com/
[25] http://paper.li/duSentio/1414082839
[18] https://twitter.com/messages/compose?recipient_id=808737074
[15] https://twitter.com/m_scottie57/status/1616940524488871938/photo/1
[11] https://www.linkedin.com/posts/lukesoon_humanxperience-metaverse-defi-activity-7020951562541834240-VOOj?utm_source=share&utm_medium=member_ios
[9] https://redirect.viglink.com?u=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Flukesoon_digitalproducts-digitalassets-disruptiveinnovation-activity-7028549150992453632-CPum%3Futm_source%3Dshare%26utm_medium%3Dmember_desktop&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[8] https://twitter.com/LouiseWluddite/status/1616886557868232712/photo/1
[8] https://redirect.viglink.com?u=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Flukesoon_cx-custserv-ex-activity-7024229245270822912-jkCE%3Futm_source%3Dshare%26utm_medium%3Dmember_desktop&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[7] https://twitter.com/TessW62/status/1616893155307143168/photo/1
[7] https://www.mycustomer.com/service/channels/how-chatgpt-can-help-customer-service-teams-in-its-own-words

Top URLs in Tweet in G1:
[18] https://twitter.com/messages/compose?recipient_id=808737074
[4] https://twitter.com/janinemas0nn/status/1615713491226173440/photo/1
[4] https://twitter.com/julioseixo/status/1620876016850976769/photo/1
[4] https://twitter.com/6Rayyan9/status/1615344742073786369/photo/1
[4] https://twitter.com/Abhishe50547424/status/1620263567282036737/photo/1
[4] https://twitter.com/prarthit/status/1621094399378853888/photo/1
[3] https://twitter.com/param94719274/status/1617212147481837570/photo/1
[3] https://twitter.com/nayan_lohiya/status/1616487962757455872/photo/1
[3] https://twitter.com/vinitam14/status/1616493637361336321/photo/1
[3] https://twitter.com/SherlocksSpring/status/1622158377047449602/photo/1

Top URLs in Tweet in G2:
[15] https://twitter.com/m_scottie57/status/1616940524488871938/photo/1
[8] https://twitter.com/LouiseWluddite/status/1616886557868232712/photo/1
[7] https://twitter.com/TessW62/status/1616893155307143168/photo/1
[4] https://twitter.com/eads4th/status/1616974940485328897/photo/1
[3] https://fairplayforwomen.com/unisex-changing-rooms-put-women-in-danger/
[3] https://twitter.com/For_XXs_Sake/status/1617298300746473476/photo/1
[2] https://www.independent.co.uk/life-style/women/sexual-assault-unisex-changing-rooms-sunday-times-women-risk-a8519086.html
[2] https://twitter.com/VikkiLax1/status/1614649339242024960?t=i41xlcgr3CbO5zyYaksKCQ&s=19
[2] https://twitter.com/paigeolsen27/status/1617364945410330628/photo/1
[2] https://www.independent.co.uk/asia/southeast-asia/h-m-malaysia-hidden-cameras-changing-rooms-b2260785.html

Top URLs in Tweet in G3:
[25] http://paper.li/duSentio/1414082839
[11] https://www.linkedin.com/posts/lukesoon_humanxperience-metaverse-defi-activity-7020951562541834240-VOOj?utm_source=share&utm_medium=member_ios
[9] https://redirect.viglink.com?u=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Flukesoon_digitalproducts-digitalassets-disruptiveinnovation-activity-7028549150992453632-CPum%3Futm_source%3Dshare%26utm_medium%3Dmember_desktop&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[8] https://redirect.viglink.com?u=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Flukesoon_cx-custserv-ex-activity-7024229245270822912-jkCE%3Futm_source%3Dshare%26utm_medium%3Dmember_desktop&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[7] https://www.linkedin.com/posts/lukesoon_innovation-corporateinnovation-innovationmanagement-activity-7024241411701039104-72Eu?utm_source=share&utm_medium=member_ios
[7] https://redirect.viglink.com?u=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Flukesoon_humanxperience-metaverse-defi-activity-7020951562541834240-VOOj%3Futm_source%3Dshare%26utm_medium%3Dmember_desktop&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[7] https://www.mycustomer.com/service/channels/how-chatgpt-can-help-customer-service-teams-in-its-own-words
[6] https://www.linkedin.com/posts/lukesoon_pwcs-2023-metaverse-predictions-trends-activity-7006781106784014336-Fupe?utm_source=share&utm_medium=member_ios
[6] https://www.linkedin.com/posts/lukesoon_cx-custserv-ex-activity-7024934383140691968-RzbB?utm_source=share&utm_medium=member_ios
[6] https://redirect.viglink.com?u=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Flukesoon_cx-custserv-ex-activity-7024934383140691968-RzbB%3Futm_source%3Dshare%26utm_medium%3Dmember_desktop&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false

Top URLs in Tweet in G4:
[1] https://twitter.com/GrazyTGrazynaTT/status/1614280195879440388/video/1
[1] https://twitter.com/GrazyTGrazynaTT/status/1620492989129961474/video/1
[1] https://twitter.com/GrazyTGrazynaTT/status/1359044953326895110/video/1
[1] https://twitter.com/GrazyTGrazynaTT/status/1613096555979984896/video/1
[1] https://twitter.com/GrazyTGrazynaTT/status/1388199059480055811/photo/1
[1] https://twitter.com/grazytgrazynatt/status/1158335922871644160/video/1
[1] https://twitter.com/GrazyTGrazynaTT/status/1614282711010807809/video/1
[1] https://twitter.com/GrazyTGrazynaTT/status/1618697322225090562/video/1
[1] https://twitter.com/GrazyTGrazynaTT/status/1614278576127315968/video/1
[1] https://twitter.com/EmmanuelMacron/status/1454779926813491200?s=20

Top URLs in Tweet in G5:
[3] https://onholdwith.com/company/?amazon
[2] https://www.contactcenterpipeline.com/Article/the-need-for-ai-in-contact-centers
[2] https://fluentsupport.com/how-to-handle-inappropriate-customers/
[2] https://www.vox.com/23571375/no-call-center-phone-number-frontier-facebook
[2] https://www.inc.com/young-entrepreneur-council/how-to-actively-learn-from-customer-complaints.html
[1] https://www.speechtechmag.com/Articles/ReadArticle.aspx?ArticleID=157075#.Y-Uz1N6hyZ0.twitter#crm
[1] https://www.destinationcrm.com/Articles/ReadArticle.aspx?ArticleID=156699#.Y8hXojnHL7E.twitter
[1] https://www.destinationcrm.com/Articles/ReadArticle.aspx?ArticleID=156767#.Y8mORfImvRU.twitter
[1] http://www.smartcustomerservice.com/Articles/News-Briefs/Alorica-Expands-into-Egypt-and-Poland-156844.aspx#.Y9FOpBUI9JA.twitter
[1] http://www.smartcustomerservice.com/Articles/News-Briefs/Cognigy-Adds-Generative-AI-to-Its-Platform-156715.aspx#.Y8heidOWD7s.twitter

Top URLs in Tweet in G6:
[589] https://www.paycompliment.com/
[1] https://podcasts.apple.com/us/podcast/cx-passport/id1559111180
[1] https://open.spotify.com/show/7qQLI6iZ5KtkZsXikmDJzu
[1] https://www.ex4cx.com/cxpassport
[1] https://twitter.com/globaldenton/status/1615351718836948994/video/1
[1] https://www.youtube.com/shorts/_X5Sbee0ieM?feature=share

[1] https://hyken.com/customer-experience/25-dollar-mistake/
[1] https://www.cbc.ca/news/business/marketplace-tourist-fees-1.6739759?__vfz=medium%3Dsharebar

Top URLs in Tweet in G7:
[2] https://mailchi.mp/b6e4f325e484/csm-too-much-of-a-good-thing-14575399
[1] https://www.shiftcx.de/blog/focus-on-getting-more-in-action-to-better-serve-the-customer-second-round-of-international-cx-experts-recommendations.html
[1] https://customerattuned.com/who-we-are/our-people/peter-lavers/
[1] https://twitter.com/Customerattuned/status/1620360649598713857/photo/1
[1] https://paper.li/BradBennett/1326746226?share_id=8343d000-9bec-11ed-ad57-fa163e65ae25
[1] https://paper.li/BradBennett/1326746226?share_id=ad74be30-97fe-11ed-ad57-fa163e65ae25
[1] https://paper.li/BradBennett/1326746226?share_id=2c531550-9a5a-11ed-ad57-fa163e65ae25
[1] https://paper.li/BradBennett/1326746226?share_id=d7e33920-98c7-11ed-ad57-fa163e65ae25
[1] https://paper.li/BradBennett/1326746226?share_id=14fe2120-9991-11ed-ad57-fa163e65ae25
[1] https://paper.li/BradBennett/1326746226?share_id=d638a4f0-9d7e-11ed-ad57-fa163e65ae25

Top URLs in Tweet in G8:
[1] https://dy.si/jn8Lb8
[1] https://twitter.com/rennym/status/1620830614671990784/photo/1
[1] https://www.8x8.com/blog/8-eye-opening-future-of-work-statistics
[1] https://twitter.com/8x8/status/1623793634167382022/photo/1
[1] https://www.8x8.com/8/cloud-migration-toolkit?asset=bsnpt80oprsfnm5t920uohr4th&utm_medium=social-media&utm_source=twitter&utm_campaign=7012J000001C1Dg&utm_content=cs-dpi
[1] https://twitter.com/8x8/status/1617612152528900106/photo/1
[1] https://dy.si/hDhcX
[1] https://twitter.com/DarrenF84906903/status/1616069547450322946/photo/1
[1] https://customerthink.com/the-never-normal-customer/
[1] https://www.cmswire.com/customer-experience/unhappy-customers-arent-always-right-your-customer-data-says-so/

Top URLs in Tweet in G9:
[4] https://aheadcrm.blogspot.com/2023/01/social-media-is-dead-long-live-social.html
[4] https://cct.cct-solutions.com/en-en/workforce-engagement
[4] https://cct.cct-solutions.com/en-en/whatsapp-ccaas-cloud
[4] https://hubs.li/H0YZhCH0
[2] http://doug-sandler-3bnl.squarespace.com/news/2014/12/29/9-actions-to-go-beyond-customer-expectations
[2] https://www.comm100.com/blog/5-customer-experience-predictions-2023/
[2] http://clearcto.com
[2] https://www.dataknowl.com/blog/20230123/best-crm-for-small-business
[1] https://twitter.com/sheryl_isenhour/status/1624436240488488962/photo/1
[1] https://twitter.com/sheryl_isenhour/status/1615791220415991809/photo/1

Top URLs in Tweet in G10:
[3] https://www.vox.com/23571375/no-call-center-phone-number-frontier-facebook
[3] https://workingsolutions.com/why-offer-24-7-customer-service-support/
[2] https://www.youtube.com/live/a3oWxVOZQSQ?feature=share

[1] https://workingsolutions.com/resources/
[1] https://twitter.com/EvanKirstel/status/1624065658370641920/photo/1
[1] https://twitter.com/i/broadcasts/1vAGRARjVPjKl
[1] https://twitter.com/EvanKirstel/status/1618979393396969476/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[747] twitter.com
[589] paycompliment.com
[157] google.com
[130] paper.li
[89] linkedin.com
[84] viglink.com
[51] ddsk.co
[41] tiny.cc
[35] cmswire.com
[35] forbes.com

Top Domains in Tweet in G1:
[201] twitter.com
[12] hm.com
[4] google.com
[2] hmgroup.com
[1] peta.org
[1] overshirt.it
[1] searchw3.com
[1] pastebin.com

Top Domains in Tweet in G2:
[81] twitter.com
[6] co.uk
[3] fairplayforwomen.com
[1] parliament.uk
[1] thepinknews.com
[1] coventrytelegraph.net
[1] equalityhumanrights.com

Top Domains in Tweet in G3:
[262] twitter.com
[148] google.com
[86] linkedin.com
[84] viglink.com
[51] paper.li
[51] ddsk.co
[41] tiny.cc
[34] forbes.com
[34] cmswire.com
[16] fonolo.com

Top Domains in Tweet in G4:
[29] twitter.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[42] twitter.com
[25] paper.li
[19] contactcenterpipeline.com
[17] smartcustomerservice.com
[6] onholdwith.com
[5] destinationcrm.com
[3] inc.com
[2] tcn.com
[2] collectionsandrecovery.com
[2] fluentsupport.com

Top Domains in Tweet in G6:
[589] paycompliment.com
[1] apple.com
[1] spotify.com
[1] ex4cx.com
[1] twitter.com
[1] youtube.com
[1] hyken.com
[1] cbc.ca

Top Domains in Tweet in G7:
[25] paper.li
[2] mailchi.mp
[1] shiftcx.de
[1] customerattuned.com
[1] twitter.com

Top Domains in Tweet in G8:
[20] twitter.com
[16] dy.si
[3] customerthink.com
[2] 8x8.com
[1] cmswire.com
[1] mckinsey.com
[1] google.com

Top Domains in Tweet in G9:
[30] twitter.com
[17] clearcto.com
[16] givainc.com
[8] cct-solutions.com
[4] youtube.com
[4] brightmetrics.com
[4] blogspot.com
[4] hubs.li
[2] squarespace.com
[2] dashboardfox.com

Top Domains in Tweet in G10:
[4] workingsolutions.com
[3] vox.com
[3] twitter.com
[2] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2926] custserv
[1037] cx
[683] customerexperience
[671] ar
[670] hx
[661] web3
[653] xr
[653] defi
[647] daos
[646] vr



Top Hashtags in Tweet in G1:
[5] hm
[2] fashion
[2] evri
[2] disappointed
[1] ahmedabad
[1] hmindia
[1] fashionblogger
[1] fashionweek2023
[1] jaquelknight
[1] hmmove

Top Hashtags in Tweet in G2:
[5] gowokegobroke
[4] boycotth
[2] nothankyou
[1] thisneverhappens
[1] fauxcomplaint
[1] sexmatters
[1] boycottprimark
[1] him
[1] bcpoli
[1] safeguarding

Top Hashtags in Tweet in G3:
[1882] custserv
[870] cx
[669] hx
[658] web3
[652] xr
[651] defi
[649] ar
[645] daos
[645] vr
[640] nfts

Top Hashtags in Tweet in G4:
[42] influencerpromotion
[29] tech
[28] custserv
[27] megatrends
[27] fintech
[25] promoedutech
[24] brest
[23] frenchtech
[23] paris
[22] socialpromoedutech

Top Hashtags in Tweet in G5:
[116] custserv
[66] cx
[55] cctr
[53] customerservice
[46] contactcenter
[31] crm
[29] callcenter
[23] customerexperience
[19] ai
[17] customersuccess

Top Hashtags in Tweet in G6:
[589] customerexperience
[586] custserv
[456] retail
[41] burger
[33] food
[17] telstra
[7] pizza
[6] grill
[5] beer
[5] lunch

Top Hashtags in Tweet in G7:
[29] custserv
[25] customerservice
[25] ai
[5] cx
[3] customercentricity
[3] crm
[3] custexp
[2] influencer
[2] customerstrategy
[2] csm

Top Hashtags in Tweet in G8:
[30] custserv
[25] cx
[19] it
[17] futureofwork
[15] digitaltransformation
[15] hybridwork
[12] ai
[6] analytics
[4] contactcenter
[3] ex

Top Hashtags in Tweet in G9:
[88] custserv
[16] cx
[16] contactcenter
[12] itsm
[12] cctsolutions
[12] smartintegrations
[11] customerservice
[11] helpdesk
[8] customerexperience
[8] wfm

Top Hashtags in Tweet in G10:
[11] cx
[11] custserv
[6] cpaas
[5] customerexperience
[2] mwc23
[2] ec23
[2] itexpo

Top Words
Top Words in Tweet in Entire Graph:
[2926] #custserv
[1759] hm_custserv
[1037] #cx
[787] jillgwynne
[685] #customerexperience
[681] customer
[671] #ar
[669] #hx
[661] #web3
[653] #defi

Top Words in Tweet in G1:
[927] hm_custserv
[344] order
[299] please
[249] dm
[194] hi
[185] refund
[178] address
[156] help
[152] email
[144] hm

Top Words in Tweet in G2:
[807] hm_custserv
[769] jillgwynne
[245] women
[192] girls
[176] changing
[167] rooms
[114] safe
[103] sex
[91] case
[86] please

Top Words in Tweet in G3:
[1882] #custserv
[870] #cx
[668] #hx
[658] #web3
[652] #xr
[651] #defi
[649] #ar
[645] #vr
[645] #daos
[640] #nfts

Top Words in Tweet in G4:
[74] grazytgrazynatt
[48] influencerprom1
[42] #influencerpromotion
[29] #tech
[28] #custserv
[27] #fintech
[27] peterleah18
[27] pestochampion
[27] #megatrends
[27] heroldbarton

Top Words in Tweet in G5:
[116] #custserv
[66] #cx
[55] #cctr
[53] #customerservice
[46] #contactcenter
[40] customer
[32] service
[31] #crm
[29] #callcenter
[25] stories

Top Words in Tweet in G6:
[591] #customerexperience
[591] congrats
[586] #custserv
[456] #retail
[438] rating
[438] top
[150] feedback
[126] lowes
[41] #burger
[40] bandq_help

Top Words in Tweet in G7:
[29] #custserv
[25] #customerservice
[25] latest
[25] #ai
[25] daily
[24] thanks
[5] #cx
[4] top
[4] peterlavers
[4] alloilgasjobs

Top Words in Tweet in G8:
[33] survey
[31] change
[30] #custserv
[25] #cx
[19] #it
[19] great
[18] leaders
[18] constant
[17] #futureofwork
[17] proves

Top Words in Tweet in G9:
[88] #custserv
[24] customer
[18] service
[16] #contactcenter
[16] #cx
[15] ready
[15] report
[15] daily
[15] conversation
[12] jan

Top Words in Tweet in G10:
[15] customer
[11] #custserv
[11] #cx
[9] evankirstel
[6] #cpaas
[6] improve
[6] service
[6] mcgeesmith
[5] #customerexperience
[5] strategy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[753] #cx,#custserv
[646] #defi,#daos
[644] #ar,#vr
[642] #xr,#ar
[639] #hx,#xr
[553] hm_custserv,jillgwynne
[465] #virtualworld,#gamefi
[456] #customerexperience,#retail
[454] #retail,#custserv
[438] top,rating

Top Word Pairs in Tweet in G1:
[95] full,name
[86] hm_custserv,hi
[72] email,address
[68] billing,address
[67] order,number
[55] happy,help
[54] address,billing
[52] name,email
[50] request,please
[50] hm_custserv,hm

Top Word Pairs in Tweet in G2:
[541] hm_custserv,jillgwynne
[198] jillgwynne,hm_custserv
[143] changing,rooms
[142] women,girls
[77] feel,safe
[74] whether,feel
[74] hm_custserv,case
[74] girls,decide
[74] notice,women
[74] put,notice

Top Word Pairs in Tweet in G3:
[706] #cx,#custserv
[644] #defi,#daos
[643] #ar,#vr
[641] #xr,#ar
[638] #hx,#xr
[465] #virtualworld,#gamefi
[396] #daos,#nfts
[386] #vr,#web3
[374] #custserv,#ex
[354] #nfts,#designthinking

Top Word Pairs in Tweet in G4:
[30] grazytgrazynatt,influencerprom1
[27] peterleah18,heroldbarton
[27] vipeurope5,pestochampion
[27] heroldbarton,vipeurope5
[27] pestochampion,srinualme
[19] kiyotaka_1991,glaveanton
[17] #promoedutech,#influencerpromotion
[17] #influencerpromotion,#topcasestudy
[16] diofavatas,jblefevre60
[16] jeancayeux,diofavatas

Top Word Pairs in Tweet in G5:
[29] customer,service
[26] #custserv,#customerservice
[25] #custserv,stories
[25] resources,#custserv
[25] service,resources
[24] #cctr,#custserv
[21] #customerservice,#cx
[18] #custserv,#cx
[17] #customersuccess,#customerexperience
[17] #customerservice,#customersuccess

Top Word Pairs in Tweet in G6:
[456] #customerexperience,#retail
[454] #retail,#custserv
[438] top,rating
[433] rating,#customerexperience
[148] feedback,#customerexperience
[41] #customerexperience,#burger
[41] #burger,#custserv
[33] #customerexperience,#food
[31] #food,#custserv
[17] #customerexperience,#telstra

Top Word Pairs in Tweet in G7:
[25] #custserv,daily
[25] #customerservice,#ai
[25] latest,#custserv
[24] daily,thanks
[3] #custexp,#custserv
[2] #customercentricity,#customerstrategy
[2] included,shiftcxevent's
[2] quotes,2023
[2] jeanniecw,dgingiss
[2] alloilgasjobs,#customerservice

Top Word Pairs in Tweet in G8:
[17] anticipating,great
[17] #futureofwork,survey
[17] #it,#cx
[17] proves,#it
[17] leaders,anticipating
[17] #cx,leaders
[16] change,constant
[16] great,deal
[16] survey,proves
[15] deal,change

Top Word Pairs in Tweet in G9:
[15] ready,#custserv
[15] report,ready
[15] conversation,report
[15] daily,conversation
[12] #custserv,jan
[10] customer,service
[8] workforce,management
[8] #cctsolutions,#wfm
[8] #cx,#custserv
[6] #helpdesk,#itsm

Top Word Pairs in Tweet in G10:
[11] #cx,#custserv
[6] customer,service
[6] #cpaas,improve
[4] workingsol,#cx
[4] 2600hertz,adrianswinscoe
[4] improve,#customerexperience
[4] customer,engagement
[4] #customerexperience,strategy
[4] let's,discuss
[4] discuss,2600hertz

Top Replied-To
Top Replied-To in Entire Graph:
@hm_custserv
@marshacollier
@gregortbach
@markc_avgi
@dreavilleneuve
@kevinoinsc
@nealwoodson
@danielal007
@jillgwynne
@greedygamer04

Top Replied-To in G1:
@hm_custserv
@hm
@gensabine
@akshayraje1989
@hmindia
@kimm_moekotte
@lensiseethrough
@janhavimahaja13
@omrai02914998
@cupcakerous

Top Replied-To in G2:
@hm_custserv
@greedygamer04
@jillgwynne
@bloo_orchid
@croneinamillion
@duuftus
@bds28
@roaringgirl
@andweavers

Top Replied-To in G3:
@marshacollier
@gregortbach
@markc_avgi
@dreavilleneuve
@kevinoinsc
@nealwoodson
@danielal007
@nitestar
@cxaccelerator
@jedhunter1

Top Replied-To in G4:
@influencerprom1
@eduardovalentei
@wanderingstarz1
@grazytgrazynatt
@fmfrancoise
@wrix2
@emmanuelmacron
@plenfrance
@cwiklowa

Top Replied-To in G5:
@uniphore
@gocapacity
@officialalorica
@cognigy
@calabrio
@zappix
@tcn
@helpshift
@koredotai
@gliainc

Top Replied-To in G6:
@johnlewisretail

Top Mentioned
Top Mentioned in Entire Graph:
@jillgwynne
@hm_custserv
@mentalmarketer
@gregortbach
@marshacollier
@hm
@lowes
@markc_avgi
@grazytgrazynatt
@hmindia

Top Mentioned in G1:
@hm_custserv
@hm
@hmindia
@jagograhakjago
@hmusa
@consumerforum_
@sanjeevaviator
@bandbajaateraho
@jillgwynne
@hmphilippines

Top Mentioned in G2:
@jillgwynne
@hm_custserv
@jsoosty
@roaringgirl
@hm
@veronikadar3
@vikkilax1
@m_scottie57
@primark
@dwindlinggravy

Top Mentioned in G3:
@mentalmarketer
@gregortbach
@marshacollier
@markc_avgi
@dreavilleneuve
@nitestar
@nealwoodson
@cxaccelerator
@digi_desk
@callcentrehelp

Top Mentioned in G4:
@grazytgrazynatt
@influencerprom1
@peterleah18
@heroldbarton
@pestochampion
@kiyotaka_1991
@eli_krumova

Top Mentioned in G5:
@salesforce
@five9
@dd_luke_porter
@zendesk
@niceltd
@enacomm
@loyalty360
@msftdynamics365
@amazon
@awscloud

Top Mentioned in G6:
@lowes
@bandq_help
@mcdonaldsuk
@homedepot
@outback
@sainsburys
@telstra
@kmart_australia
@johnlewisretail

Top Mentioned in G7:
@peterlavers
@alloilgasjobs
@dgingiss
@shiftcxevent
@fredreichheld
@jeanniecw
@digi_desk
@skipthedrive
@marshacollier
@customerattuned

Top Mentioned in G8:
@8x8
@mckinsey
@dhinchcliffe
@customerthink
@barrylabov
@jetsetonline
@jeffsheehan
@stevenvbe
@justinpracine
@cmswire

Top Mentioned in G9:
@yurbi
@pipelinercrm

Top Mentioned in G10:
@evankirstel
@mcgeesmith
@2600hertz
@adrianswinscoe
@workingsol
@cpaasaa
@verint
@chase
@jimmarous

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@sectest9
@chidambara09
@tmobilehelp
@cybersecurityn8
@united
@delta
@lesleygsmith3
@vonrosenchild
@porridgeisgood

Top Tweeters in G1:
@ndtv
@aajtak
@indiatvnews
@peta
@bbcnews
@myntra
@zeenewsenglish
@lostilyoufindit
@bbcworld
@julie_dutto

Top Tweeters in G2:
@lesleygsmith3
@porridgeisgood
@estacadebares
@treekahlo
@neurolawguy
@treesey
@mags0611
@quelizinha
@grunppy
@killhopelaw

Top Tweeters in G3:
@amazonhelp
@sectest9
@tmobilehelp
@vonrosenchild
@hulu_support
@lorimoreno
@digyoursoul
@calcaware
@rockchristopher
@tmobile

Top Tweeters in G4:
@chidambara09
@cybersecurityn8
@jilliemary
@ginestarros
@drjimmystar
@datsyuklover
@stevekrohn
@kvajpayaee
@jeffbullas
@laveilletechno

Top Tweeters in G5:
@inc
@dasfintechbot
@loyalty360
@godaddy
@voxdotcom
@sp_energypeople
@sproutsocial
@salesforce
@zendesk
@rimtailing

Top Tweeters in G6:
@sainsburys
@telstra
@asdaserviceteam
@mysouthend
@marksandspencer
@farm_machinery_
@aldiuk
@nordstrom
@starbucks
@auspost

Top Tweeters in G7:
@john_siracusa
@rapplerdotcom
@hiringcare
@tunisietravail
@audreyandray
@dsrecruitspwd
@mikezeigle
@germolution
@bradbennett
@dariusradzius

Top Tweeters in G8:
@ucloudify
@marypcbuk
@jeffsheehan
@cmswire
@rpatoolsc
@dhinchcliffe
@pbucquet
@customerthink
@mckinsey
@featsystems

Top Tweeters in G9:
@jasonmhouck
@iconohash
@pipelinercrm
@claudiogt
@jheberlicious
@twieberneit
@sheryl_isenhour
@sp3llczecher
@adamtoporek
@ashroyhelps

Top Tweeters in G10:
@evankirstel
@albertoemachado
@freedomfirecom
@jimmarous
@wwcstx
@mcgeesmith
@adrianswinscoe
@sam_micheals74
@chase
@verint