#retailtech, Twitter, 1/12/2019 12:37:23 AM, 181601


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#retailtech_2019-01-11_16-15-07.xlsx
#retailtech_2019-01-11_16-15-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 12, 2019
Short Description:
#retailtech via NodeXL http://bit.ly/2D3QMxj
@jblefevre60
@rtih_retailtech
@pbalakrishnarao
@evankirstel
@vladobotsvadze
@nrfbigshow
@nodexl
@cstorenews_
@yamatho2
@paula_piccard

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

Description:
Description
The graph represents a network of 1,785 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 Saturday, 12 January 2019 at 00:15 UTC.

The requested start date was Friday, 11 January 2019 at 01:01 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, 23-hour, 50-minute period from Friday, 28 December 2018 at 01:01 UTC to Friday, 11 January 2019 at 00:52 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 : 1785
Unique Edges : 2772
Edges With Duplicates : 1588
Total Edges : 4360
Number of Edge Types : 3
Mentions : 3696
Tweet : 641
Replies to : 23
Self-Loops : 641
Reciprocated Vertex Pair Ratio : 0.0367621067515023
Reciprocated Edge Ratio : 0.0709171496760996
Connected Components : 217
Single-Vertex Connected Components : 141
Maximum Vertices in a Connected Component : 1422
Maximum Edges in a Connected Component : 3920
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.432549
Graph Density : 0.000921041062164776
Modularity : 0.534855
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[82] https://www.visualcapitalist.com/20-internet-giants-rule-web/
[79] https://www.instagram.com/jeanbaptiste.lefevre/
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180037
[16] http://MarcRudov.com
[14] https://www.cnbc.com/2019/01/04/these-9-retail-brands-are-ones-to-watch-in-2019.html
[14] http://r.socialstudio.radian6.com/b846db65-4d62-420a-8a64-c963bf1eb1cc
[13] https://coresight.com/research/deep-dive-3d-design-technology-disrupts-the-fashion-supply-chain/
[13] https://www.networkworld.com/article/3324484/internet-of-things/6-ways-iot-is-transforming-retail.html
[12] https://www.16best.net/blog/the-web-world-who-owns-who/
[12] https://www.drapersonline.com/business-operations/fashions-top-tech-innovations-in-2018/7033627.article

Top URLs in Tweet in G1:
[5] https://www.instagram.com/jeanbaptiste.lefevre/
[2] http://r.socialstudio.radian6.com/a319dc42-5842-4769-ab59-d6103b5ea8a3
[2] http://r.socialstudio.radian6.com/b846db65-4d62-420a-8a64-c963bf1eb1cc
[2] https://www.simpliv.com/search/sub-category/designtool/?Twitter-*SEO
[2] http://www.aeris.com/?utm_campaign=Aeris
[2] Infographics
[2] August
[1] https://twitter.com/PBalakrishnaRao/status/1081045939970727936
[1] http://www.ecoti.in/micron/redirect.html?str=83hvFa41
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180037

Top URLs in Tweet in G2:
[79] https://www.visualcapitalist.com/20-internet-giants-rule-web/
[68] https://www.instagram.com/jeanbaptiste.lefevre/
[12] https://www.cnbc.com/2019/01/04/these-9-retail-brands-are-ones-to-watch-in-2019.html
[7] https://www.16best.net/blog/the-web-world-who-owns-who/
[4] https://www.linkedin.com/pulse/blockchain-put-wholesale-distributors-risk-magnus-meier/
[4] https://www.simpliv.com/search/sub-category/designtool/?Twitter-*SEO
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180037
[2] https://www.businessinsider.com/alphabet-google-wing-testing-quieter-drone-2019-1
[2] https://www.cbinsights.com/research/retailer-warehouse-robotics-automation-expert-intelligence/
[2] https://www.simpliv.com/instructor-led-courses/blockchain-certification-training/?twitter-*SEO

Top URLs in Tweet in G3:
[13] https://coresight.com/research/deep-dive-3d-design-technology-disrupts-the-fashion-supply-chain/
[12] https://www.networkworld.com/article/3324484/internet-of-things/6-ways-iot-is-transforming-retail.html
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180037
[7] https://risnews.com/january-2019
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180849
[6] https://risnews.com/next-stop-nrf-big-show
[5] http://snip.ly/hb5uhs
[5] https://www.raconteur.net/infographics/smart-shopping
[3] https://na.panasonic.com/us/trends/reinventing-customer-experience-store-stadium
[3] https://risnews.com/mastering-power-synchronized-retailing

Top URLs in Tweet in G4:
[2] https://www.forbes.com/sites/braintree/2018/11/12/5-trends-that-will-drive-online-shopping-in-2019/#676f5ea2384a
[2] https://www.msrcosmos.com/retail-evolution-revolution-technology/
[2] https://www.visualcapitalist.com/20-internet-giants-rule-web/
[2] https://www.zdnet.com/article/india-issues-new-e-commerce-rules-to-check-amazon-and-flipkart/
[2] http://www.digitaljournal.com/business/amazon-s-private-brands-show-growth-success/article/533910
[2] https://shoppermarketingmag.com/join-p2pi
[2] https://www.nutanix.com/go/transforming-retail-with-enterprise-cloud.php
[1] https://www.chutegerdeman.com/abercrombie-fitch-launches-a-campus-learning-lab/
[1] https://retailapp.com/social-media-affect-retail-communication/
[1] https://www.jamesbuckleythorp.com/socialsku

Top URLs in Tweet in G5:
[7] https://www.onlinepc.ch/software/kuenstliche-intelligenz/deep-learning-koenigsdisziplin-kuenstlichen-intelligenz-1664800.html
[5] https://trib.al/YCOjf8O
[4] https://www.accustore.com/bigshow-2019/?utm_source=linkedin&utm_medium=social&utm_campaign=press-release
[3] https://www.16best.net/blog/the-web-world-who-owns-who/
[2] https://www.lsa-conso.fr/frenchtech-nrf-tout-savoir-sur-la-gestion-des-commandes-omnicanales-aux-us-par-onestock,307171
[2] https://paymentweek.com/2018-12-10-mobile-payments-save-retailers-90-billion-swipe-fees/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180037
[2] http://www.usatoday.com/story/money/20
[2] https://www.digitaltrends.com/cars/new-cars-and-technology-features-displayed-at-ces-2019/amp/
[2] https://www.gspretail.com/news/GSP-to-Showcase-Traffic-Driving-C-Store-Solutions-at-NACS-Show/1195/?utm_source=twitter&utm_medium=social&utm_campaign=press-release

Top URLs in Tweet in G6:
[5] https://explorer.ai/
[4] https://retailtechinnovationhub.com/home/2019/1/2/retail-tech-companies-to-watch-out-for-in-2019
[3] https://retailtechinnovationhub.com/home/2019/1/9/ve-global-hails-landmark-divvit-deal
[2] https://retailtechinnovationhub.com/home/2019/1/2/december-good-monthbad-month
[2] http://www.jd.com
[2] https://retailtechinnovationhub.com/home/2019/1/9/tesco-tests-out-food-delivery-via-robots
[2] https://okt.to/SWNO3F
[2] https://www.retailgazette.co.uk/blog/2019/01/comment-2018-year-sustainable-gift-purchases/
[1] https://twitter.com/RetailAssist/status/1083015538136104960
[1] https://retailtechinnovationhub.com/home/2019/1/4/retailers-boost-tech-spend-with-mobile-in-mind-emarketer

Top URLs in Tweet in G7:
[8] https://medium.com/mcartprotocol/make-it-easy-for-influencers-to-trust-you-f1689ab40e68
[7] https://www.youtube.com/watch?v=UgfPmSNlLqE

[6] https://medium.com/mcartprotocol/how-blockchain-enables-branded-affiliate-marketing-670c5787a33b
[4] https://medium.com/mcartprotocol/content-is-the-modern-age-shopping-center-susan-akbarpour-explains-how-influence-can-be-monetized-57d10bb0557a
[4] https://medium.com/mcartprotocol/converting-browsers-to-buyers-b5f3c253be76
[4] https://medium.com/mcartprotocol/visionary-and-entrepreneur-susan-akbarpour-to-speak-at-impact-18-f129ba9b2d04
[4] https://www.youtube.com/c/Mavatar
[4] https://emerj.com/ai-podcast-interviews/ai-retail-ecommerce-india-challenges-opportunities/
[3] https://apparelresources.com/business-news/retail/saw-wanted-now-get-red-carpet-looks-now-click-away/
[3] https://www.linkedin.com/pulse/omnichannel-more-than-buzzword-its-new-way-customer-sam-cabrera/

Top URLs in Tweet in G8:
[16] http://MarcRudov.com
[8] http://www.cosign.in/
[4] https://www.retail-insight-network.com/features/biggest-influencers-in-retail-tech/
[4] http://start.euratechnologies.com/
[3] http://marcrudov.com/Services/
[3] https://www.instagram.com/jeanbaptiste.lefevre/
[3] https://www.fastcompany.com/90281205/the-surprisingly-bright-future-of-retail
[2] http://brandisdestiny.com/
[2] https://www.newsmax.com/marcrudov/sears-bankruptcy-retail/2018/10/19/id/887122/
[2] https://www.newsmax.com/marcrudov/nancy-pelosi-congress-speaker-of-the-house/2019/01/03/id/896748/

Top URLs in Tweet in G9:
[7] https://www.drapersonline.com/business-operations/fashions-top-tech-innovations-in-2018/7033627.article
[6] https://www.pymnts.com/news/retail/2017/vantivs-nicole-jass-talks-big-data-smbs/?utm_content=82441276&utm_medium=social&utm_source=twitter&hss_channel=tw-1460292888
[6] http://www.aeris.com/?utm_campaign=Aeris
[6] Infographics
[6] August
[5] https://zurl.co/5yNX
[5] http://www.intelligencenode.com/blog/four-things-retailers-unlearn-ai-business/
[4] https://twitter.com/SamsungNEXT/status/1080492631396884480
[3] 2018&utm_content=81814864&utm_medium=social&utm_source=twitter&hss_channel=tw-137776122
[3] 2018&utm_content=82104329&utm_medium=social&utm_source=twitter&hss_channel=tw-790269258

Top URLs in Tweet in G10:
[4] https://www.businessoffashion.com/articles/professional/how-zalando-is-fighting-off-amazon-and-building-the-spotify-of-fashion
[1] https://www.retaildive.com/news/wework-debuts-temporary-shoppable-london-office/545743/
[1] https://www.cnbc.com/2019/01/07/microsoft-kroger-take-on-amazon-with-a-futuristic-grocery-store-pilot.html
[1] https://www.retaildive.com/news/10-retail-trends-to-watch-in-2019/545314/
[1] https://www.chainstoreage.com/technology/survey-personalization-critical-component-of-in-store-experience/
[1] https://www.chainstoreage.com/technology/survey-in-store-shoppers-like-mobile-discounts/
[1] https://www.paymentssource.com/list/the-biggest-changes-coming-to-the-point-of-sale-in-2019?feed=00000157-2a5e-dca5-add7-bb5f29830000
[1] https://ailatech.com/blog/aila-star-micronics-seamless-in-aisle-printing/?utm_campaign=NRF%202019&utm_content=81957722&utm_medium=social&utm_source=twitter&hss_channel=tw-436007112
[1] https://ailatech.com/blog/aila-technologies-partners-with-ingenico-group-to-streamline-registration-and-payment-processes/?utm_campaign=NRF%202019&utm_content=81585206&utm_medium=social&utm_source=twitter&hss_channel=tw-436007112
[1] https://calendly.com/ailatech/nrf2019?utm_campaign=NRF%202019&utm_content=81812987&utm_medium=social&utm_source=twitter&hss_channel=tw-436007112

Top Domains
Top Domains in Tweet in Entire Graph:
[93] twitter.com
[82] visualcapitalist.com
[80] instagram.com
[36] risnews.com
[35] medium.com
[35] retailtechinnovationhub.com
[31] forbes.com
[30] nodexlgraphgallery.org
[27] radian6.com
[25] youtube.com

Top Domains in Tweet in G1:
[5] instagram.com
[4] radian6.com
[2] twitter.com
[2] simpliv.com
[2] aeris.com
[1] ecoti.in
[1] nodexlgraphgallery.org
[1] com.au
[1] ecommercetimes.com
[1] tweetedtimes.com

Top Domains in Tweet in G2:
[79] visualcapitalist.com
[68] instagram.com
[12] cnbc.com
[7] 16best.net
[6] simpliv.com
[5] nodexlgraphgallery.org
[5] twitter.com
[4] cbinsights.com
[4] linkedin.com
[2] businessinsider.com

Top Domains in Tweet in G3:
[31] risnews.com
[19] nodexlgraphgallery.org
[13] coresight.com
[12] networkworld.com
[5] snip.ly
[5] raconteur.net
[3] panasonic.com
[3] emarketer.com
[2] crowdchat.net
[2] chainstoreage.com

Top Domains in Tweet in G4:
[14] twitter.com
[5] lnkd.in
[5] forbes.com
[4] co.uk
[4] dy.si
[4] zdnet.com
[4] geoblink.com
[3] informationweek.com
[3] twi.li
[2] mediapost.com

Top Domains in Tweet in G5:
[7] onlinepc.ch
[6] twitter.com
[6] buff.ly
[6] accustore.com
[5] trib.al
[5] okt.to
[3] lsa-conso.fr
[3] nodexlgraphgallery.org
[3] 16best.net
[3] nrf.com

Top Domains in Tweet in G6:
[34] retailtechinnovationhub.com
[8] co.uk
[5] explorer.ai
[5] youtube.com
[5] retail-systems.com
[3] twitter.com
[3] essentialretail.com
[2] jd.com
[2] okt.to
[2] businessinsider.com

Top Domains in Tweet in G7:
[32] medium.com
[12] forbes.com
[11] youtube.com
[7] twitter.com
[6] linkedin.com
[5] po.st
[4] emerj.com
[3] apparelresources.com
[3] perchinteractive.com
[2] thesiliconreview.com

Top Domains in Tweet in G8:
[22] marcrudov.com
[8] cosign.in
[5] newsmax.com
[4] retail-insight-network.com
[4] euratechnologies.com
[3] instagram.com
[3] fastcompany.com
[2] brandisdestiny.com
[2] forbes.com
[2] co.il

Top Domains in Tweet in G9:
[37] twitter.com
[7] drapersonline.com
[6] pymnts.com
[6] aeris.com
[6] zurl.co
[5] intelligencenode.com
[4] orderdynamics.com
[3] ancoris.com
[3] fashnerd.com
[2] snip.ly

Top Domains in Tweet in G10:
[7] ailatech.com
[6] retaildive.com
[5] essentialretail.com
[4] businessoffashion.com
[3] co.uk
[2] chainstoreage.com
[2] calendly.com
[2] twitter.com
[2] digiday.com
[2] usatoday.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1898] retailtech
[776] retail
[709] innovation
[596] tech
[487] ai
[369] iot
[330] robotics
[312] ecommerce
[311] ces2019
[255] nrf2019



Top Hashtags in Tweet in G1:
[517] innovation
[327] tech
[248] retailtech
[215] robot
[215] dog
[191] bicycle
[191] bike
[184] engineering
[179] design
[178] transportation

Top Hashtags in Tweet in G2:
[272] retailtech
[134] ces2019
[72] twitter
[69] 5g
[68] ia
[64] ai
[60] retail
[59] iot
[52] robotics
[48] innovation

Top Hashtags in Tweet in G3:
[232] retailtech
[215] retail
[122] nrf2019
[78] ces2019
[66] ecommerce
[64] ar
[42] robotics
[39] brand
[39] marketing
[31] retailrealtalk

Top Hashtags in Tweet in G4:
[153] retailtech
[52] retail
[14] ecommerce
[14] nrf2019
[14] retailers
[11] ai
[9] tech
[8] technology
[8] retailtrends
[7] digitaltransformation

Top Hashtags in Tweet in G5:
[112] retailtech
[42] nrf2019
[40] retail
[21] ces2019
[19] ai
[17] ecommerce
[15] retailers
[10] bigdata
[10] nrf
[9] artificialintelligence

Top Hashtags in Tweet in G6:
[98] retailtech
[29] retailtechnology
[21] ecommerce
[12] nrf2019
[8] retail
[6] blockchain
[6] extr
[5] retailsystems
[4] nrf19
[4] payments

Top Hashtags in Tweet in G7:
[135] retailtech
[99] retail
[56] omnichannel
[45] blockchain
[25] ai
[20] influencermarketing
[18] b2b
[17] tech
[16] ar
[14] contentcreators

Top Hashtags in Tweet in G8:
[197] retailtech
[116] fintech
[98] retail
[95] tech
[74] ceo
[74] cxo
[74] radio
[74] tv
[74] csuite
[74] vc

Top Hashtags in Tweet in G9:
[105] retailtech
[91] ai
[59] bigdata
[59] iot
[57] innovation
[56] entrepreneur
[56] startups
[53] tech
[49] enterprise
[48] retail

Top Hashtags in Tweet in G10:
[52] retailtech
[24] retail
[13] nrf2019
[7] cx
[6] retailinnovation
[5] ios
[5] amazon
[3] ecommerce
[3] customerexperience
[3] innovation

Top Words
Top Words in Tweet in Entire Graph:
[2251] Words in Sentiment List#1: Positive
[359] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[57103] Non-categorized Words
[59713] Total Words
[1877] retailtech
[1198] retail
[775] gt
[729] innovation
[689] tech

Top Words in Tweet in G1:
[520] innovation
[328] tech
[228] retailtech
[215] robot
[215] feed
[215] entertain
[215] monitor
[215] dog
[215] out
[215] house

Top Words in Tweet in G2:
[714] gt
[269] retailtech
[174] jblefevre60
[134] ces2019
[90] web
[88] mikequindazzi
[84] sur
[82] et
[79] 20
[79] internet

Top Words in Tweet in G3:
[246] retail
[232] retailtech
[201] evankirstel
[122] nrf2019
[78] ces2019
[73] amazon
[66] ecommerce
[64] ar
[48] future
[42] robotics

Top Words in Tweet in G4:
[154] retailtech
[83] retail
[27] retailers
[23] 2019
[22] more
[19] tech
[18] new
[17] ai
[17] experience
[15] technology

Top Words in Tweet in G5:
[112] retailtech
[69] retail
[46] cstorenews_
[42] nrf2019
[39] credit
[37] nrfbigshow
[30] ces
[28] retailers
[24] â
[22] 2019

Top Words in Tweet in G6:
[98] retailtech
[39] retail
[32] rtih_retailtech
[29] retailtechnology
[21] ecommerce
[15] out
[13] tech
[12] 2019
[12] technology
[12] nrf2019

Top Words in Tweet in G7:
[135] retailtech
[125] retail
[59] omnichannel
[49] blockchain
[33] ai
[30] out
[28] perchexperience
[27] gt
[25] tech
[24] mcart

Top Words in Tweet in G8:
[199] retailtech
[123] retail
[116] fintech
[103] tech
[84] ai
[79] media
[74] ceo
[74] cxo
[74] radio
[74] tv

Top Words in Tweet in G9:
[105] retailtech
[91] ai
[74] retail
[69] tech
[59] bigdata
[58] iot
[57] innovation
[56] entrepreneur
[56] startups
[50] success

Top Words in Tweet in G10:
[52] retailtech
[41] retail
[13] nrf2019
[13] amazon
[12] 2019
[11] store
[9] s
[9] retailers
[9] technology
[8] bring

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[575] gt,gt
[307] retail,retailtech
[241] robot,feed
[241] feed,entertain
[241] entertain,monitor
[241] monitor,dog
[241] dog,out
[241] out,house
[239] house,innovation
[211] bicycle,innovation

Top Word Pairs in Tweet in G1:
[215] robot,feed
[215] feed,entertain
[215] entertain,monitor
[215] monitor,dog
[215] dog,out
[215] out,house
[214] house,innovation
[191] bicycle,innovation
[191] innovation,unfolds
[191] unfolds,turn

Top Word Pairs in Tweet in G2:
[554] gt,gt
[79] 20,internet
[79] internet,giants
[79] giants,rule
[79] rule,web
[79] web,gt
[79] gt,visualcap
[79] visualcap,mikequindazzi
[79] mikequindazzi,gt
[79] gt,retailtech

Top Word Pairs in Tweet in G3:
[113] retail,retailtech
[49] nrf2019,retail
[45] retailtech,retail
[44] ces2019,nrf2019
[39] brand,marketing
[39] ecommerce,robotics
[38] marketing,ecommerce
[38] retail,brand
[37] robotics,ar
[30] microsoft,kroger

Top Word Pairs in Tweet in G4:
[21] retail,retailtech
[7] retailtech,retailers
[6] customer,experience
[5] retailtech,retail
[5] 2019,retail
[4] e,commerce
[4] 2019,retailtech
[4] ai,retailtech
[4] digitalsignage,retailtech
[4] learn,more

Top Word Pairs in Tweet in G5:
[21] cstorenews_,credit
[11] retailtech,retail
[9] ces2019â,â
[8] cpg,fmcg
[7] machine,learning
[7] credit,verizon
[7] verizon,1967
[7] 1967,thousands
[7] thousands,technologies
[7] technologies,products

Top Word Pairs in Tweet in G6:
[15] retailtech,retailtechnology
[10] ecommerce,retailtech
[10] ceo,david
[9] retail,tech
[8] tech,companies
[7] companies,watch
[7] watch,out
[7] out,2019
[7] 2019,retailtech
[7] top,10

Top Word Pairs in Tweet in G7:
[49] retail,retailtech
[20] omnichannel,blockchain
[15] check,out
[14] gt,omnichannel
[12] omnichannel,retail
[12] retailer,brand
[12] brand,capitalize
[12] capitalize,creating
[12] creating,trustworthy
[12] trustworthy,relationship

Top Word Pairs in Tweet in G8:
[74] ceo,cxo
[74] cxo,radio
[74] radio,tv
[74] tv,csuite
[74] csuite,vc
[74] vc,privateequity
[74] privateequity,media
[74] media,fintech
[74] fintech,retailtech
[63] chiefexecutive,f500

Top Word Pairs in Tweet in G9:
[50] entrepreneur,startups
[49] ai,innovation
[49] innovation,tech
[48] startups,enterprise
[47] tech,success
[46] enterprise,ai
[33] success,technology
[32] retail,retailtech
[30] technology,iot
[30] iot,marketing

Top Word Pairs in Tweet in G10:
[10] retail,retailtech
[7] retailtech,retail
[5] ios,based
[5] booth,1240
[5] looking,forward
[5] bring,retail
[5] retailtech,amazon
[4] zalando,fighting
[4] fighting,amazon
[4] amazon,building

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@evankirstel
@jblefevre60
@pbalakrishnarao
@grattonboy
@mikequindazzi
@vladobotsvadze
@grattongirl
@visualcap
@cstorenews_
@paula_piccard

Top Mentioned in G1:
@pbalakrishnarao
@grattonboy
@grattongirl
@julez_norton
@nathealings
@diioannid
@mikequindazzi
@vladobotsvadze
@marcusborba
@mclynd

Top Mentioned in G2:
@jblefevre60
@mikequindazzi
@visualcap
@paula_piccard
@econocom_fr
@anybotics
@glengilmore
@godfrey_rono
@mvollmer1

Top Mentioned in G3:
@evankirstel
@amazon
@emarketer
@risnewsinsights
@thefuturist007
@fklivestolearn
@attbusiness
@nodexl
@jblefevre60

Top Mentioned in G4:
@bevwellpltd
@msr_cosmos
@nisystepos
@bamitav
@foodxhealth
@memorlis
@timsandle

Top Mentioned in G5:
@cstorenews_
@nrfbigshow
@ces
@nrfnews
@onedotdata
@verizon
@businessfrance
@hansvestberg_
@4rsystems
@evankirstel

Top Mentioned in G6:
@rtih_retailtech
@jd_corporate
@starshiprobots
@divvithq
@ve_headquarters
@kroger
@nrfbigshow
@perchexperience
@tesco
@tobypickard_igd

Top Mentioned in G7:
@perchexperience
@trevorsumner
@forbes
@omnitalk
@biztechmagazine
@trendhunter
@rtih_retailtech
@brandingmag
@mcartprotocol
@ideaspringcap

Top Mentioned in G8:
@vladobotsvadze
@marcrudov
@hayekgaby
@wsj
@euratechnologie
@business
@moueller1961
@teamcavuto
@jblefevre60
@smalphettes

Top Mentioned in G9:
@hayekgaby
@fashnerd
@vladobotsvadze
@fashnerdeditor
@heuritechdata
@molshreev
@pymnts
@vantiv
@aerism2m
@versaccounts

Top Mentioned in G10:
@retaildive
@ailatech
@essretail
@theretailexpo
@credera
@repl_group
@wirecard
@chainstoreage
@renttherunway
@teamworkretail

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@arkangelscrap
@piyuanker12
@sectest9
@nosqldigest
@deejayiwan
@bitcoinagile
@evankirstel
@pinkroses4love
@himurotakasi

Top Tweeters in G1:
@deejayiwan
@himurotakasi
@buenoknk
@grattonboy
@asoldiersvoice
@gvalan
@grattongirl
@wonam6
@7wdata
@palebrown

Top Tweeters in G2:
@arkangelscrap
@sectest9
@billnigh
@nayasala
@cnbc
@mjoehlerich
@octaviano
@kuriharan
@julienramauge
@cyndieannett

Top Tweeters in G3:
@piyuanker12
@evankirstel
@ken_crichlow
@richsimmondsza
@hackerslist
@a_abdulaziz_a
@bdsharmas
@mediapython
@colorstreamedia
@expandamp

Top Tweeters in G4:
@bitcoinagile
@pinkroses4love
@rvp
@bamitav
@andrew_campling
@havefaithingod7
@timsandle
@necio_news
@seb66
@freshneasybuzz

Top Tweeters in G5:
@businessinsider
@valaafshar
@machinelearn_d
@wef
@verizon
@cstorenews_
@retailweek
@dell
@techinsider
@avindustrypros

Top Tweeters in G6:
@tesco
@asos
@waitrose
@nextofficial
@greggsofficial
@coopukfood
@missguided
@icelandfoods
@hmvtweets
@kroger

Top Tweeters in G7:
@calcaware
@entwistletx
@2xaught7
@forbes
@caya47
@cbsla
@pardoe_ai
@trendhunter
@hbsalumni
@danielnewmanuv

Top Tweeters in G8:
@fintechna
@foxnews
@business
@aaroncuddeback
@_30days30sites
@wsj
@wholefoods
@caring_mobile
@smeuks
@foxbusiness

Top Tweeters in G9:
@nosqldigest
@chidambara09
@biconnections
@infopronetwork
@zuzudotai
@pymnts
@wwd
@dme_health
@airazamir7
@footwearnews

Top Tweeters in G10:
@usatoday
@andreascseh
@digiday
@itproportal
@cydoniacapital
@wework
@hlinvest
@renttherunway
@iflickerman
@retaildive