#retailtech, Twitter, 5/16/2019 7:12:48 AM, 197005


FAQ | Problem?

#retailtech_2019-05-16_00-00-01.xlsx
#retailtech_2019-05-16_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2019
Short Description:
#retailtech via NodeXL http://bit.ly/2VHc5Qu
@unishopit
@pbalakrishnarao
@theretailexpo
@walmart
@rtih_retailtech
@harbrimah
@laurenmaille
@nathealings
@evankirstel
@paula_piccard

Top hashtags:
#retailtech
#ai
#retail
#innovation
#iot
#tech
#robotics
#hrtech

Description:
Description
The graph represents a network of 1,970 Twitter users whose tweets in the requested range contained "#retailtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 May 2019 at 07:00 UTC.

The requested start date was Thursday, 16 May 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 28-minute period from Thursday, 02 May 2019 at 01:12 UTC to Wednesday, 15 May 2019 at 23:40 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 : 1970
Unique Edges : 2609
Edges With Duplicates : 1680
Total Edges : 4289
Number of Edge Types : 3
Mentions : 3585
Replies to : 44
Tweet : 660
Self-Loops : 660
Reciprocated Vertex Pair Ratio : 0.0256124721603563
Reciprocated Edge Ratio : 0.0499457111834962
Connected Components : 218
Single-Vertex Connected Components : 121
Maximum Vertices in a Connected Component : 1511
Maximum Edges in a Connected Component : 3664
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.168393
Graph Density : 0.000712309838022341
Modularity : 0.566157
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[38] https://www.myfrugalbusiness.com/2019/03/how-to-create-profitable-online-store-magento-ecommerce.html
[27] https://blog.treasuredata.com/blog/2019/03/20/vr-ar-and-mass-personalization-how-far-must-retail-go-to-reinvent-itself/
[19] https://www.businessinsider.in/Walmart-just-opened-a-50000-square-foot-store-of-the-future-see-inside/articleshow/69047811.cms?twitter=@aneeshnair
[18] https://www.myfrugalbusiness.com/2019/05/fashion-brands-instagram-marketing-increase-traffic.html
[17] https://www.cnbc.com/2019/03/08/how-retailers-can-track-your-movements-inside-their-stores.html?twitter=@aneeshnair
[14] https://taskletfactory.com/en/industries/retail
[11] https://blog.aeris.com/three-ways-iot-improves-restaurant-operations?utm_campaign=Aeris
[11] Vertical
[11] --
[11] Smart

Top URLs in Tweet in G1:
[26] https://blog.treasuredata.com/blog/2019/03/20/vr-ar-and-mass-personalization-how-far-must-retail-go-to-reinvent-itself/
[18] https://www.businessinsider.in/Walmart-just-opened-a-50000-square-foot-store-of-the-future-see-inside/articleshow/69047811.cms?twitter=@aneeshnair
[17] https://www.cnbc.com/2019/03/08/how-retailers-can-track-your-movements-inside-their-stores.html?twitter=@aneeshnair
[8] https://twitter.com/aneeshnair/status/1123808338100269058
[8] https://twitter.com/aneeshnair/status/1125982670599618561
[6] https://wwd.com/business-news/retail/alixpartners-retail-report-1203116839/#utm_medium=social&utm_source=twitter&utm_campaign=social_bar&utm_term=&utm_content=top&utm_id=1203116839
[5] https://twitter.com/aneeshnair/status/1125620278636236801
[4] https://m.sfgate.com/news/article/The-Technology-202-Drones-in-Aisle-5-Grocery-13816553.php?utm_campaign=CMS%20Sharing%20Tools%20(Mobile)&utm_source=t.co&utm_medium=referral
[4] http://www.digitaljournal.com/business/how-seriously-are-retailers-taking-new-data-privacy-laws/article/549059#ixzz5nk04xg7n
[3] https://t.co/qobAobcc0F

Top URLs in Tweet in G2:
[6] https://www.crownworkforcemanagement.com/
[5] http://globalshop19.nvytes.co/gsinvite19/EXIV802756.html
[2] https://twitter.com/vanguardsw/status/1099821374661640192
[2] https://www.crownworkforcemanagement.com/case-studies/
[2] https://twitter.com/PBalakrishnaRao/status/1125952827279298561
[2] https://twitter.com/realDailyWire/status/1125467262654091264
[2] https://twitter.com/accustore/status/1123922295238557696
[2] https://rplg.co/ba487810
[2] https://twitter.com/PBalakrishnaRao/status/1123780924485853184
[1] https://twitter.com/PBalakrishnaRao/status/1127452804824555520

Top URLs in Tweet in G3:
[1] https://cointelegraph.com/news/retail-giant-carrefour-applies-blockchain-for-tracking-milk-product-supply-chain
[1] https://www.weforum.org/agenda/2017/01/3-predictions-for-the-future-of-retail-from-the-ceo-of-walmart/
[1] https://twitter.com/i/web/status/1123780924485853184

Top URLs in Tweet in G4:
[4] https://retailtechinnovationhub.com/home/2019/5/10/the-retail-technology-week-in-numbers
[3] https://retailtechinnovationhub.com/home/2019/3/28/10-big-retail-tech-innovations-in-2019
[3] https://retailtechinnovationhub.com/home/2019/5/9/serious-cx-gaps-still-exist-in-travel-industry-feefo
[2] http://www.retailtechnology.co.uk/news/6952/case-study:-new-ecommerce-platform-a-good-fit-for-bata/
[2] https://twitter.com/retexperience/status/1126925292281450496
[2] https://retailtechinnovationhub.com/home/2019/5/7/amazon-go-takes-new-york-and-accepts-cash
[2] https://retailtechinnovationhub.com/home/2019/5/9/arvind-fashions-gets-personal-with-nucleus-vision
[2] https://retailtechinnovationhub.com/home/2019/5/9/asics-takes-narvar-technology-to-europe
[2] https://retailtechinnovationhub.com/home/2019/5/7/retailexpo-2019-review-retailpocalypse-last-mile-issues-and-innovative-tech
[2] https://retailtechinnovationhub.com/home/2019/5/9/10-more-big-retail-tech-plays-in-2019

Top URLs in Tweet in G5:
[1] https://www.forbes.com/sites/forbestechcouncil/2019/03/26/ai-in-retail-how-tech-is-changing-the-customer-experience/
[1] https://www.techspot.com/news/79812-walmart-launches-intelligent-retail-lab-ai-powered-concept.html?utm_content=90853828&utm_medium=social&utm_source=twitter&hss_channel=tw-18588387
[1] https://www.techspot.com/news/79812-walmart-launches-intelligent-retail-lab-ai-powered-concept.html?utm_content=90852706&utm_medium=social&utm_source=twitter&hss_channel=tw-795697132141445120
[1] http://fortune.com/2019/04/30/artificial-intelligence-walmart-stores/

Top URLs in Tweet in G6:
[7] https://pipecandy.com/retail-ecommerce-news-trends/
[5] https://techhq.com/2019/05/are-till-free-stores-the-way-forward/
[3] https://www.eventbrite.co.uk/e/from-bricks-to-clicks-learning-to-deliver-more-engaging-retail-experiences-tickets-61089453199?utm-medium=discovery&utm-campaign=social&utm-content=attendeeshare&aff=escb&utm-source=cp&utm-term=listing
[2] https://www.myfrugalbusiness.com/2019/03/how-to-create-profitable-online-store-magento-ecommerce.html
[2] http://digital-leadership-associates.passle.net/post/102fjna/are-these-really-the-top-5-retail-trends
[2] https://www.cigniti.com/blog/augmented-reality-testing-in-retail/
[2] https://onspotsocial.com/what-is-a-reta
[1] https://interestingengineering.com/augmented-reality-the-future-of-retail
[1] https://progressivegrocer.com/why-grocers-should-adopt-ai-and-machine-learning?utm_content=buffera106f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer+pip+twit
[1] https://zurl.co/brTD

Top URLs in Tweet in G7:
[2] https://www.dailymail.co.uk/sciencetech/article-6971863/Sainsburys-launches-UKs-1st-grocery-store-no-tills.html
[2] https://www.bloomberg.com/news/articles/2019-05-09/sick-of-getting-returned-sneakers-nike-tries-a-new-sizing-app
[1] https://twitter.com/rscherwin/status/1124378392818737152
[1] https://www.chainstoreage.com/technology/survey-in-store-shoppers-opt-for-mobile-devices-over-associates/
[1] https://apple.news/A_onM_aFrQYaPJDuW2bDOkw
[1] https://hbr.org/2019/04/4-questions-retailers-need-to-ask-about-augmented-reality
[1] http://www.thestar.com.my/tech/tech-news/2019/04/26/walmart-experiments-with-ai-to-monitor-stores-in-real-time/
[1] https://www.bloomberg.com/news/articles/2019-04-27/retailers-are-tracking-where-you-shop-and-where-you-sleep
[1] https://apple.news/A-yE2NvgjRRaINOEsBh5uBA
[1] http://fortune.com/2019/04/30/artificial-intelligence-walmart-stores/

Top URLs in Tweet in G8:
[4] https://blog.nextail.co/top-3-insights-from-retailexpo-2019-7bc2f1f0abc0?platform=hootsuite
[3] http://imirror.nobal.ca/
[2] https://twitter.com/scuric/status/1125705168136429568
[2] https://twitter.com/BainCompanyFR/status/1126529642146480129
[2] https://fashionunited.uk/news/fashion/river-island-taps-ai-to-boost-sales-across-store-network/2019041642710?platform=hootsuite
[1] https://www.youtube.com/watch?v=CLi7Yb40-m4&feature=youtu.be

[1] https://twitter.com/CollisionHQ/status/1125728456170528769
[1] https://twitter.com/ICSC/status/1104031680585760768
[1] https://twitter.com/truefit/status/1123528803551195136
[1] https://www.truefit.com/Blog/May-2019/Drapers-Digital-Festival-What-to-Do-when-A-B-Test?utm_content=91456630&utm_medium=social&utm_source=twitter&hss_channel=tw-499195518

Top URLs in Tweet in G9:
[8] https://risnews.com/april-2019
[7] https://risnews.com/8-evolving-shopper-trends-you-need-know-now
[6] ICON
[5] 0.26
[4] Shopper
[4] Staff
[4] Survey
[4] https://www.replgroup.com/us/?utm_campaign=JDA
[4] https://risnews.com/29th-annual-retail-technology-study-retail-accelerates
[3] https://www.replgroup.com/us/how-technology-continues-to-change-the-future-of-retail/?utm_campaign=US

Top URLs in Tweet in G10:
[5] https://www.usine-digitale.fr/article/comment-l-intelligence-artificielle-de-vekia-aide-engie-a-mettre-en-place-sa-supply-chain.N835860
[2] https://events-export.businessfrance.fr/retailtechtour/#home
[2] https://www.eventbrite.co.uk/e/uk-france-retail-night-2019-tickets-58805514878
[2] http://www.businessfrance-tech.fr/2019/03/18/11258/
[1] https://t.co/GdsubNhQT0
[1] https://twitter.com/BF_TechServices/statuses/1126903203575009293
[1] https://www.businessfrance-tech.fr/wp-content/uploads/Plaquette-RetailTech-Tour-2019.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[168] twitter.com
[62] retailtechinnovationhub.com
[59] myfrugalbusiness.com
[41] risnews.com
[35] co.uk
[30] treasuredata.com
[28] dy.si
[28] forbes.com
[23] lnkd.in
[23] cnbc.com

Top Domains in Tweet in G1:
[76] twitter.com
[28] treasuredata.com
[20] cnbc.com
[19] zurl.co
[18] businessinsider.in
[16] forbes.com
[10] co.uk
[8] techcrunch.com
[8] retaildive.com
[7] cio.com

Top Domains in Tweet in G2:
[36] twitter.com
[8] crownworkforcemanagement.com
[7] accustore.com
[5] nvytes.co
[3] rplg.co
[1] bernardmarr.com
[1] ow.ly
[1] gotowebinar.com
[1] reuters.com
[1] cxoherald.com

Top Domains in Tweet in G3:
[1] cointelegraph.com
[1] weforum.org
[1] twitter.com

Top Domains in Tweet in G4:
[61] retailtechinnovationhub.com
[8] co.uk
[5] yoobic.com
[5] twitter.com
[2] retailexpo.com
[2] typeform.com
[2] the-future-of-commerce.com
[2] linkedin.com
[2] kr-asia.com
[1] facebook.com

Top Domains in Tweet in G5:
[2] techspot.com
[1] forbes.com
[1] fortune.com

Top Domains in Tweet in G6:
[8] lnkd.in
[8] twitter.com
[8] forbes.com
[8] pipecandy.com
[7] co.uk
[5] techhq.com
[5] onspotsocial.com
[3] facebook.com
[3] yarr.tv
[2] myfrugalbusiness.com

Top Domains in Tweet in G7:
[3] bloomberg.com
[2] twitter.com
[2] co.uk
[2] apple.news
[2] extendaretail.com
[1] chainstoreage.com
[1] hbr.org
[1] com.my
[1] fortune.com
[1] retaildive.com

Top Domains in Tweet in G8:
[11] twitter.com
[4] nextail.co
[3] nobal.ca
[2] fashionunited.uk
[1] youtube.com
[1] truefit.com
[1] bfmtv.com
[1] fashionnetwork.com
[1] lvmh.com
[1] vivatechnology.com

Top Domains in Tweet in G9:
[32] risnews.com
[16] replgroup.com
[4] twitter.com
[2] jda.com

Top Domains in Tweet in G10:
[5] usine-digitale.fr
[3] businessfrance-tech.fr
[2] businessfrance.fr
[2] co.uk
[1] t.co
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1676] retailtech
[833] ai
[723] retail
[564] innovation
[515] iot
[413] tech
[369] robotics
[312] hrtech
[241] ecommerce
[203] office



Top Hashtags in Tweet in G1:
[341] retailtech
[163] retail
[86] ecommerce
[58] ai
[54] cio
[48] retailers
[45] cdo
[44] cto
[41] aneeshnair
[37] ciso

Top Hashtags in Tweet in G2:
[271] retailtech
[264] ai
[208] innovation
[203] robotics
[171] iot
[160] hrtech
[131] robots
[125] robot
[125] warehouse
[89] tech

Top Hashtags in Tweet in G3:
[259] ai
[240] innovation
[237] iot
[232] tech
[160] office
[120] robotics
[120] hrtech
[110] fintech
[109] engineering
[85] retailtech

Top Hashtags in Tweet in G4:
[160] retailtech
[49] retailexpo19
[45] ecommerce
[30] retailtechnology
[21] payments
[20] retail
[17] blockchain
[12] retailers
[9] customerexperience
[7] retaildesign

Top Hashtags in Tweet in G5:
[130] ai
[105] retail
[19] retailtech
[16] artificialintelligence
[12] innovation
[12] robotics
[11] hrtech
[9] iot
[7] robot
[7] warehouse

Top Hashtags in Tweet in G6:
[167] retailtech
[77] retail
[23] ecommerce
[17] ai
[15] retailers
[14] retailtechnology
[14] innovation
[14] retailindustry
[13] retailtrends
[9] digitaltransformation

Top Hashtags in Tweet in G7:
[68] retailtech
[47] ai
[47] retail
[39] iot
[36] tech
[34] digitaltransformation
[30] health
[30] wellness
[25] amazon
[20] nike

Top Hashtags in Tweet in G8:
[27] retailtech
[13] innovation
[9] retail
[9] ai
[6] vivatech
[6] retailexpo19
[5] retailtrends
[5] technology
[4] startups
[4] retailers

Top Hashtags in Tweet in G9:
[58] retailtech
[32] retail
[9] supplychain
[8] retailexpo19
[8] cx
[7] jdaicon19
[7] 11a
[6] wfm
[5] datascience
[5] shopper

Top Hashtags in Tweet in G10:
[39] retailtech
[15] frenchtech
[12] scaleup
[12] asean
[11] retailtechtour
[9] ecommerce
[8] taïwan
[8] consommateurs
[7] retailexpo19
[5] intelligenceartificielle

Top Words
Top Words in Tweet in Entire Graph:
[2164] Words in Sentiment List#1: Positive
[260] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[54102] Non-categorized Words
[56526] Total Words
[1676] #retailtech
[833] #ai
[724] #retail
[564] #innovation
[515] #iot

Top Words in Tweet in G1:
[341] #retailtech
[162] #retail
[120] retail
[86] #ecommerce
[66] aneeshnair
[61] t
[60] new
[60] https
[58] #ai
[58] co

Top Words in Tweet in G2:
[271] #retailtech
[264] #ai
[208] #innovation
[203] #robotics
[171] #iot
[160] #hrtech
[131] #robots
[125] #robot
[125] #warehouse
[124] evolved

Top Words in Tweet in G3:
[259] #ai
[240] #innovation
[237] #iot
[232] #tech
[227] pbalakrishnarao
[160] #office
[120] #robotics
[120] #hrtech
[110] #fintech
[109] chairs

Top Words in Tweet in G4:
[160] #retailtech
[54] theretailexpo
[49] #retailexpo19
[48] rtih_retailtech
[45] #ecommerce
[38] retail
[33] here
[32] day
[30] #retailtechnology
[29] tech

Top Words in Tweet in G5:
[130] #ai
[115] paula_piccard
[105] #retail
[104] walmart
[103] lab
[102] powered
[100] equipped
[100] sensors
[100] inventory
[100] track

Top Words in Tweet in G6:
[167] #retailtech
[77] #retail
[38] retail
[25] more
[23] #ecommerce
[17] #ai
[15] store
[15] #retailers
[14] #retailtechnology
[14] new

Top Words in Tweet in G7:
[80] evankirstel
[68] #retailtech
[47] #ai
[47] #retail
[39] #iot
[36] #tech
[35] retail
[34] #digitaltransformation
[32] smartphone
[30] new

Top Words in Tweet in G8:
[27] #retailtech
[13] #innovation
[9] retail
[9] #retail
[9] #ai
[8] sur
[8] nextaillabs
[8] good
[7] vivatech
[7] new

Top Words in Tweet in G9:
[58] #retailtech
[32] #retail
[27] risnewsinsights
[20] retail
[19] out
[19] miss
[14] here
[14] 2019
[13] more
[13] influentials

Top Words in Tweet in G10:
[39] #retailtech
[20] une
[19] champions
[19] bf_techservices
[16] bf_tech_uk
[15] french
[15] #frenchtech
[15] au
[14] retail
[13] à

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[341] #tech,#iot
[290] #innovation,#robotics
[280] #iot,#ai
[208] #retail,#retailtech
[162] #ai,#retailtech
[150] #robotics,#tech
[149] push,themselves
[149] themselves,back
[148] chairs,push
[148] #hrtech,#fintech

Top Word Pairs in Tweet in G1:
[56] https,t
[55] t,co
[49] #retail,#retailtech
[31] vr,ar
[31] #cio,#cdo
[30] #cdo,#cto
[29] #aneeshnair,#retailtech
[29] ar,mass
[29] mass,personalization
[29] personalization,far

Top Word Pairs in Tweet in G2:
[141] #innovation,#robotics
[127] #ai,#retailtech
[125] #retailtech,#hrtech
[124] #robot,evolved
[124] evolved,efficient
[124] efficient,#warehouse
[124] #warehouse,worker
[124] worker,#innovation
[124] #robotics,#robots
[91] nathealings,#robot

Top Word Pairs in Tweet in G3:
[232] #tech,#iot
[183] #iot,#ai
[118] #innovation,#robotics
[110] #hrtech,#fintech
[109] #office,chairs
[109] chairs,push
[109] push,themselves
[109] themselves,back
[109] back,#innovation
[109] #robotics,#tech

Top Word Pairs in Tweet in G4:
[28] day,2
[25] thank,everyone
[23] #retailexpo19,wrap
[23] wrap,here
[23] here,look
[23] look,back
[23] back,best
[23] best,bits
[23] bits,day
[23] 2,thank

Top Word Pairs in Tweet in G5:
[102] #ai,powered
[100] walmart,#retail
[100] #retail,lab
[100] lab,equipped
[100] equipped,#ai
[100] powered,sensors
[100] sensors,inventory
[100] inventory,track
[100] track,product
[100] product,freshness

Top Word Pairs in Tweet in G6:
[39] #retail,#retailtech
[9] #retailtech,#retailindustry
[8] learn,more
[7] more,#retail
[7] #ecommerce,#ecommercenews
[7] #ecommercenews,#retailtrends
[7] #retailtrends,#ecommercetrends
[7] #ecommercetrends,#ecommerceindustry
[6] #retailtech,#retailtechnology
[6] daily,roundup

Top Word Pairs in Tweet in G7:
[40] #retail,#retailtech
[35] #tech,#iot
[32] #iot,#digitaltransformation
[30] one,day
[30] day,smartphone
[30] smartphone,#health
[30] #health,#wellness
[30] #wellness,coach
[30] coach,irmaraste
[30] irmaraste,#tech

Top Word Pairs in Tweet in G8:
[8] #retailtech,#innovation
[6] #retail,#retailtech
[5] check,out
[4] #retailexpo19,brought
[4] brought,good
[4] good,news
[4] news,#retailers
[4] #retailers,check
[4] out,top
[4] top,3

Top Word Pairs in Tweet in G9:
[9] influentials,top
[9] top,movers
[9] movers,shakers
[9] shakers,retail
[9] 8,evolving
[8] #retailtech,#retail
[8] monthly,roundup
[8] roundup,here
[8] here,don
[8] don,t

Top Word Pairs in Tweet in G10:
[16] #retailtech,champions
[12] #scaleup,innovantes
[12] innovantes,#retailtech
[12] #retailtech,c'est
[12] c'est,moment
[12] moment,ou
[12] ou,jamais
[12] jamais,s'inscrire
[12] s'inscrire,au
[12] au,retail

Top Replied-To
Top Replied-To in Entire Graph:
@aneeshnair
@retailviva
@theretailexpo
@joeskorupa
@brandnetworks
@teikametrics
@lululemon
@laurenmaille
@tcrawford
@enricomolinari

Top Replied-To in G1:
@aneeshnair
@lululemon

Top Replied-To in G2:
@laurenmaille
@tcrawford
@enricomolinari

Top Replied-To in G4:
@theretailexpo
@mazzaknights

Top Replied-To in G5:
@walmart

Top Replied-To in G8:
@fnw_fr
@fashionuniteduk

Top Replied-To in G9:
@joeskorupa

Top Mentioned
Top Mentioned in Entire Graph:
@pbalakrishnarao
@paula_piccard
@walmart
@nathealings
@evankirstel
@harbrimah
@ronald_vanloon
@mikequindazzi
@theretailexpo
@rtih_retailtech

Top Mentioned in G1:
@treasuredata
@aneeshnair
@aneeshndtv
@ukdric
@forbes
@des_show
@retaildive
@unishopit
@pbalakrishnarao
@walmart

Top Mentioned in G2:
@nathealings
@ronald_vanloon
@harbrimah
@mclynd
@mikequindazzi
@jblefevre60
@diioannid
@grattonboy
@dinisguarda
@pbalakrishnarao

Top Mentioned in G3:
@pbalakrishnarao
@nathealings
@mclynd
@jblefevre60
@mikequindazzi
@diioannid
@grattonboy
@dinisguarda
@kashthefuturist
@gvalan

Top Mentioned in G4:
@theretailexpo
@rtih_retailtech
@klarna
@yoobic
@narvarinc
@nearst
@earlybirdsen
@geoblink
@bossanova
@shopdirect

Top Mentioned in G5:
@paula_piccard
@walmart
@welcomeai
@gartner_inc
@jeanyvesgonin
@nathealings
@pbalakrishnarao
@alibabag
@mikequindazzi
@walmartlabs

Top Mentioned in G6:
@inspirefireco
@frugalmobile
@dresscodetech
@bhavesh_nardani
@gustiecreative
@kqspl

Top Mentioned in G7:
@evankirstel
@irmaraste
@vladobotsvadze
@microsoft
@emarketer
@iantechnet
@bill_gorden
@nathealings
@ggottsegen
@builtin

Top Mentioned in G8:
@nextaillabs
@vivatech
@nike
@worldretail
@chalhoubgroup
@chalhoubgreenhs
@usehero
@startupcalgary
@drapers
@sanofifr

Top Mentioned in G9:
@risnewsinsights
@arm
@repl_group
@noelgoggin
@joeskorupa
@theretailexpo
@mikerepl
@jdasoftware
@georgejanderson
@ricardo_belmar

Top Mentioned in G10:
@bf_techservices
@bf_tech_uk
@vekia_fr
@madedotcom
@mintelnews
@decathlonuk
@mercimamangifts
@quividi
@truegloballive
@infosecommerce

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@evankirstel
@sainsburys
@law1gloria
@gamergeeknews
@lorimoreno
@seekingalpha
@chidambara09
@businessinsider
@walmart

Top Tweeters in G1:
@sectest9
@sainsburys
@businessinsider
@guardian
@fintechna
@business
@compellingsites
@lululemon
@forbes
@designthinkbot

Top Tweeters in G2:
@gamergeeknews
@lorimoreno
@chidambara09
@agedchild003
@calcaware
@marshacollier
@jeffbullas
@mashable
@akwyz
@gvalan

Top Tweeters in G3:
@amazingchevvolt
@smoothsale
@justcoachit
@cosmunity
@rtehrani
@okiraku_neko
@waynepdd
@elijahuwas
@rafaelpea7
@janisku7

Top Tweeters in G4:
@marksandspencer
@dominos
@nextofficial
@techmeme
@argos_online
@frenchweb
@startupbulletin
@iamstartacus
@westhamutd
@tfl

Top Tweeters in G5:
@walmart
@spirosmargaris
@topcybernews
@paula_piccard
@alianagraya99
@projectconsult_
@insightbrief
@amruthasuri
@manriquevaldor
@andi_staub

Top Tweeters in G6:
@nishant_shastry
@andrew_campling
@vizworld
@computerweekly
@maupanas
@yourdataisyours
@aliciadavara
@frugalmobile
@jacquichew
@rgserapio

Top Tweeters in G7:
@evankirstel
@morgfair
@machinelearn_d
@gregbjenkins
@foodmfguk
@serve4impact
@ucstrategies
@johnnosta
@emrnbichu
@efrazier512

Top Tweeters in G8:
@entwistletx
@theatlantic
@drapers
@riverisland
@fnw_fr
@nike
@fashionuniteduk
@ssoumier
@depop
@lvmh

Top Tweeters in G9:
@ultabeauty
@advancingretail
@comcast
@bestbuy
@womentechbot
@evaprokop
@greentechdon
@arm
@oraclenews
@kronosinc

Top Tweeters in G10:
@jeandoobs
@pegamax2
@sandrinelatil
@decathlonuk
@bf_techservices
@lusinedigitale
@madedotcom
@mintelnews
@infosecommerce
@estelle_cheval