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#retailtech_2018-10-11_03-07-49.xlsx
#retailtech_2018-10-11_03-07-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 11, 2018
Short Description:
#retailtech via NodeXL http://bit.ly/2OlsEO4
@rtih_retailtech
@evankirstel
@jblefevre60
@rajat_shrimal
@nodexl
@cstorenews_
@amazon
@mjoehlerich
@farfetch
@cioamaro

Top hashtags:
#retailtech
#retail
#ai
#tech
#technology
#startup
#amazon
#artificialintelligence
#iot

Description:
Description
The graph represents a network of 1,923 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, 11 October 2018 at 10:08 UTC.

The requested start date was Thursday, 11 October 2018 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, 23-hour, 29-minute period from Thursday, 27 September 2018 at 00:25 UTC to Wednesday, 10 October 2018 at 23:55 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 : 1923
Unique Edges : 3550
Edges With Duplicates : 1576
Total Edges : 5126
Number of Edge Types : 3
Tweet : 671
Mentions : 4423
Replies to : 32
Self-Loops : 671
Reciprocated Vertex Pair Ratio : 0.0360754304454769
Reciprocated Edge Ratio : 0.0696386177789501
Connected Components : 231
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 1309
Maximum Edges in a Connected Component : 4277
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.949748
Graph Density : 0.00102570179810314
Modularity : 0.584189
NodeXL Version : 1.0.1.404

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[57] https://www.eventbrite.com/e/techpitch-45-fashion-luxe-retail-6-november-2018-tickets-48025243797?aff=Twitter
[13] https://www.retailciooutlook.com/news/technological-trends-that-will-reshape-retail-in-2018-nid-357.html
[11] https://www.networkworld.com/article/3312818/internet-of-things/retail-iot-walmarts-iot-patent-filing-might-be-the-creepiest-ever.html
[10] https://www.retailgazette.co.uk/blog/2018/10/ms-rolls-checkout-free-service-customers-can-skip-queues/?utm_content=77866949&utm_medium=social&utm_source=twitter
[9] https://www.thegrocer.co.uk/channels/online/shoppers-have-an-appetite-for-smart-retail-tech-but-theyre-picky/571208.article
[9] 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
[9] http://MarcRudov.com
[8] https://www.pymnts.com/sizzlefizzle/2018/macys-walmart-augmented-virtual-reality/
[8] https://madridretailcongress.com/las-claves-del-nuevo-retail-en-madrid-retail-congress-2018/?platform=hootsuite
[8] https://fashnerd.com/2018/03/shudu-fashion-tech-augmented-reality/

Top URLs in Tweet in G1:
[11] https://www.networkworld.com/article/3312818/internet-of-things/retail-iot-walmarts-iot-patent-filing-might-be-the-creepiest-ever.html
[6] https://www.pymnts.com/sizzlefizzle/2018/macys-walmart-augmented-virtual-reality/
[2] https://community.iotandus.com/1497/what-role-will-ai-play-in-the-future-of-the-iot
[2] https://floq.to/F17dg/
[1] https://fb.me/7QZjajpnF
[1] https://www.wetalkuav.com/walmart-wants-to-revolutionize-farming-drones/
[1] https://twitter.com/jblefevre60/status/1046698485737648129
[1] http://tweetedtimes.com/v/13623

Top URLs in Tweet in G2:
[11] https://www.retailciooutlook.com/news/technological-trends-that-will-reshape-retail-in-2018-nid-357.html
[9] 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
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=169890
[7] https://adage.com/article/neustar/omnichannel-future-retail-millennials/315054/
[7] http://fortune.com/2017/11/11/china-singles-day-alibaba-2/
[7] https://blog.vendhq.com/post/64901831186/choosing-a-pos-system-mistakes
[5] https://www.iotcentral.io/blog/role-of-smart-devices-and-iot-in-retail-industry
[5] https://risnews.com/perfecting-customer-experience
[4] https://www.chainstoreage.com/real-estate/technology-will-dictate-the-shape-of-retail-to-come/
[4] https://techcrunch.com/2018/08/31/google-and-mastercard-reportedly-partner-to-track-offline-purchases/

Top URLs in Tweet in G3:
[10] https://www.retailgazette.co.uk/blog/2018/10/ms-rolls-checkout-free-service-customers-can-skip-queues/?utm_content=77866949&utm_medium=social&utm_source=twitter
[5] https://www.ipsos-retailperformance.com/solutions/retail-customer-experience-and-consumer-engagement/retail-customer-experience/?utm_campaign=Customer
[5] experience&utm_content=78178934&utm_medium=social&utm_source=twitter
[4] https://mozenix.com/2018/01/12/furniture-retailers-need-develop-mobile-ar-2018/
[4] https://www.ipsos-retailperformance.com/academy/?utm_campaign=Training
[4] https://www.retailgazette.co.uk/blog/2018/10/ms-rolls-checkout-free-service-customers-can-skip-queues/?utm_content=77866943&utm_medium=social&utm_source=twitter
[4] https://www.vox.com/the-goods/2018/10/2/17923050/self-checkout-amazon-walmart-automation-jobs-surveillance?utm_content=buffer94e65&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.brandingmag.com/2018/09/03/the-c-suite-interview-with-trevor-sumner-ceo-of-perch-interactive/
[2] https://americanfashionpodcast.com/2018/03/168-perch-interactive-retail/
[2] https://medium.com/authority-magazine/the-future-of-retail-over-the-next-five-years-with-joaquin-villalba-ceo-of-nextail-713703af4310

Top URLs in Tweet in G4:
[2] https://www.digitaltrends.com/business/amazon-is-opening-a-new-brick-and-mortar-store-with-a-twist/
[2] https://www.computerweekly.com/news/252449722/Mobile-will-be-more-disruptive-for-retail-than-online-says-Facebook-representative?platform=hootsuite
[2] https://twitter.com/jblefevre60/status/1047824656235823105
[2] -
[2] https://twitter.com/Blanchemaille/status/1044888457053655040
[2] http://www.jd.com
[2] https://youtu.be/Zgsayq83ncE
[2] http://www.plattretailinstitute.org/retail-tech-bulletin?platform=hootsuite
[2] https://www.eventbrite.com/e/techpitch-45-fashion-luxe-retail-6-november-2018-tickets-48025243797?aff=Twitter
[1] https://www.idc.com/getdoc.jsp?containerId=prAP44347618

Top URLs in Tweet in G5:
[3] https://www.euratechnologies.com/kali-customer-startup-retail-annee-magazine-lsa/
[2] https://www.lsa-conso.fr/tracabilite-alimentaire-carrefour-rejoint-ibm-food-trust,299556
[2] https://www.lsa-conso.fr/lsaretailtech-forum-voici-les-laureats-des-trophees-start-up-lsa,298196
[1] https://twitter.com/Blanchemaille/status/1044888457053655040
[1] https://www.euratechnologies.com/evenements-a-venir/
[1] http://customer-insight-consulting.com/comment-le-pure-player-the-realreal-conquiert-les-newyorkais-avec-son-sublime-magasin-permanent-visite-et-photos/
[1] https://tinyurl.com/yca5lmgl
[1] http://E.Leclerc
[1] https://www.lsa-conso.fr/e-leclerc-organise-ses-premiers-trophees-de-l-innovation,298926
[1] https://www.lsa-conso.fr/levee-de-fonds/

Top URLs in Tweet in G6:
[3] https://www.fastcompany.com/90246028/how-ai-is-helping-amazon-become-a-trillion-dollar-company
[2] https://www.presse-citron.net/zara-realite-augmentee/
[2] http://uk.fashionnetwork.com/news/Embracing-tech-is-key-for-next-gen-UK-luxury-shopper-Walpole-report,1019122.html#.W7HbxOSWwYI
[2] https://www.essentialretail.com/webinars/attracting-retaining-retail
[2] https://www.instagram.com/rbtexpo/
[1] http://www.businessfrance-tech.fr/le-marche-du-retail-en-allemagne-evolutions-et-tendances/
[1] http://www.businessfrance-tech.fr/rift-2018-participez-au-programme-de-rdv-avec-4-acheteurs-vcs-etrangers-dans-le-domaine-du-numerique/
[1] https://www.automotiveworld.com/news-releases/groupe-renault-and-newfund-are-investing-in-the-startup-akoustic-arts-to-accelerate-the-development-of-its-on-board-directional-speakers/
[1] https://www.paymentscardsandmobile.com/report-gen-z-shoppers-prefer-in-store-shopping-over-e-commerce/
[1] https://www.scmp.com/lifestyle/fashion-beauty/article/2165057/online-offline-trend-sign-omnichannel-fashion-retailings

Top URLs in Tweet in G7:
[9] http://MarcRudov.com
[5] http://brandisdestiny.com/
[3] https://www.replgroup.com/vacancy/senior-research-data-scientist/
[3] http://www.replgroup.com
[2] https://twitter.com/HIT_Consulting/status/1045571352474918912
[2] https://twitter.com/HayekGaby/status/1047393447798329344
[2] https://www.replgroup.com/vacancy/graduate-consultants/
[2] https://letstalkpayments.com/an-overview-of-blockchain-technology/
[2] http://www.aeris.com/?utm_content=78042201&utm_medium=social&utm_source=twitter
[2] https://siliconvalley.center/

Top URLs in Tweet in G8:
[55] https://www.eventbrite.com/e/techpitch-45-fashion-luxe-retail-6-november-2018-tickets-48025243797?aff=Twitter
[8] https://fashnerd.com/2018/03/shudu-fashion-tech-augmented-reality/
[7] https://fashnerd.com/2018/08/stylist-bot-fashion-retail-tech-innovation/
[3] http://go.vue.ai/newsletter-subscription
[3] http://mag.vue.ai/ecommerce/4-catalog-management-woes-of-small-and-medium-enterprises/
[3] https://fashnerd.com/2018/06/save-your-wardrobe-artificial-intelligence/
[2] https://www.retaildive.com/news/are-subscription-services-viable-for-independent-retailers/532785/
[2] http://fashnerd.com/2017/11/zozosuit-hitech-fashion-tech-wearable/
[2] https://www.truefit.com/webinar-insight-360
[1] http://www.pcmsgroup.com/2018/09/pcms-market-report-how-to-engage-shoppers-in-2018/

Top URLs in Tweet in G9:
[5] https://www.globaldata.com/influencer-download-brochure/
[4] https://register.gotowebinar.com/register/1883571563488803331
[4] https://coresight.com/research/retail-tech-landscape-berlin/
[3] http://Now-bit.ly/2NXeoH3
[1] https://retail.emarketer.com/article/frictionless-experience-of-shopping-amazon-go/5bae89f0b0e5e60ae8bd6d9a?ecid=NL1001
[1] https://retail.emarketer.com/article/how-consumers-acclimating-automation/5babd8f7b0e5e60aa848a783?ecid=NL1001
[1] https://prod.coresight.com/research/innovator-intelligence-connecting-the-retail-value-chain-with-innovators-that-are-revolutionizing-the-industry/
[1] https://www.youtube.com/watch?v=bUzXkRa_P9g

[1] https://retail.emarketer.com/article/youve-too-much-mail/5bad38d5b0e5e604a4ad5976?ecid=NL1014
[1] https://retail.emarketer.com/article/grocery-app-usage-grow-nearly-50-2018/5b8e9aecebd40005bc4dc7a1?utm_content=77659447&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G10:
[9] https://www.thegrocer.co.uk/channels/online/shoppers-have-an-appetite-for-smart-retail-tech-but-theyre-picky/571208.article
[4] https://www.essentialretail.com/news/gap-upgrades-payments-technology/
[3] https://findbiometrics.com/ifresh-grocery-chain-biometrics-smart-retail-tech-509045/
[3] https://retailtechinnovationhub.com/home/2018/10/8/mobile-wallet-adoption-asia-outpacing-west
[3] https://dailybusinessgroup.co.uk/2018/10/has-technology-boosted-the-retail-supply-chain/
[3] https://csnews.com/four-ways-c-stores-can-enhance-traceability-transparency
[2] https://csnews.com/using-ai-augment-your-companys-collective-intellect
[2] https://csnews.com/must-dos-successfully-implementing-frictionless-checkout
[2] https://csnews.com/voice-ordering-viable-c-store-opportunity
[2] https://csnews.com/how-take-your-loyalty-program-next-level

Top Domains
Top Domains in Tweet in Entire Graph:
[106] twitter.com
[65] co.uk
[62] eventbrite.com
[36] retailtechinnovationhub.com
[29] risnews.com
[26] forbes.com
[24] csnews.com
[23] nodexlgraphgallery.org
[22] medium.com
[21] fashnerd.com

Top Domains in Tweet in G1:
[11] networkworld.com
[6] pymnts.com
[2] iotandus.com
[2] floq.to
[1] fb.me
[1] wetalkuav.com
[1] twitter.com
[1] tweetedtimes.com

Top Domains in Tweet in G2:
[28] retailtechinnovationhub.com
[25] risnews.com
[23] nodexlgraphgallery.org
[13] forbes.com
[11] fortune.com
[11] retailciooutlook.com
[9] gspretail.com
[9] vendhq.com
[8] twitter.com
[8] adage.com

Top Domains in Tweet in G3:
[18] co.uk
[13] ipsos-retailperformance.com
[7] mediapost.com
[5] vox.com
[4] forbes.com
[4] perchinteractive.com
[4] twitter.com
[4] mozenix.com
[3] pymnts.com
[3] nrf.com

Top Domains in Tweet in G4:
[20] twitter.com
[5] orderdynamics.com
[4] chainstoreage.com
[3] youtube.com
[3] computerweekly.com
[3] bit.ly
[3] henote.com
[3] youtu.be
[3] eventbrite.com
[2] digitaltrends.com

Top Domains in Tweet in G5:
[6] lsa-conso.fr
[4] euratechnologies.com
[2] twitter.com
[1] customer-insight-consulting.com
[1] tinyurl.com
[1] e.leclerc

Top Domains in Tweet in G6:
[8] essentialretail.com
[3] fastcompany.com
[2] businessfrance-tech.fr
[2] presse-citron.net
[2] fashionnetwork.com
[2] paymentscardsandmobile.com
[2] instagram.com
[2] retailtechinnovationhub.com
[1] automotiveworld.com
[1] scmp.com

Top Domains in Tweet in G7:
[40] twitter.com
[11] marcrudov.com
[9] replgroup.com
[5] brandisdestiny.com
[2] letstalkpayments.com
[2] aeris.com
[2] siliconvalley.center
[1] marcrudov.tv
[1] slideshare.net
[1] recode.net

Top Domains in Tweet in G8:
[55] eventbrite.com
[21] fashnerd.com
[7] vue.ai
[3] truefit.com
[2] retaildive.com
[1] pcmsgroup.com
[1] chutegerdeman.com

Top Domains in Tweet in G9:
[5] globaldata.com
[5] coresight.com
[4] gotowebinar.com
[4] emarketer.com
[3] now-bit.ly
[2] youtube.com

Top Domains in Tweet in G10:
[24] csnews.com
[12] co.uk
[6] essentialretail.com
[3] findbiometrics.com
[3] retailtechinnovationhub.com
[3] replgroup.com
[3] twitter.com
[1] buff.ly
[1] forbes.com
[1] retail-systems.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1933] retailtech
[712] retail
[355] ai
[291] tech
[248] technology
[204] startup
[202] amazon
[173] artificialintelligence
[172] iot
[162] ar



Top Hashtags in Tweet in G1:
[469] retailtech
[174] amazon
[173] retail
[144] tech
[139] ai
[132] technology
[131] ar
[131] vr
[130] artificialintelligence
[125] mr

Top Hashtags in Tweet in G2:
[302] retailtech
[134] retail
[59] 2018res
[53] ecommerce
[39] ai
[34] retailtechnology
[32] iot
[31] nacsshow
[27] walmart
[21] cpg

Top Hashtags in Tweet in G3:
[125] retailtech
[61] retail
[19] cx
[14] retailers
[14] iot
[13] ai
[13] augmentedreality
[11] ar
[10] tech
[8] marketing

Top Hashtags in Tweet in G4:
[139] retailtech
[49] retail
[15] retailers
[14] ecommerce
[12] ai
[8] retailnews
[7] omnichannel
[7] iot
[7] innovation
[7] technology

Top Hashtags in Tweet in G5:
[53] retailtech
[10] retail
[8] startup
[6] numérique
[6] entrepreneuriat
[5] innovation
[4] incubateur
[3] lsa18
[2] lsaretailtech
[2] ecommerce

Top Hashtags in Tweet in G6:
[50] retailtech
[22] rift2018
[11] retail
[6] ecommerce
[5] startups
[3] rbte2019
[3] ai
[3] artificialintelligence
[3] vr
[2] allemagne

Top Hashtags in Tweet in G7:
[137] startup
[124] retailtech
[96] tech
[88] entrepreneur
[87] business
[87] ai
[84] innovation
[77] iot
[65] blockchain
[64] fintech

Top Hashtags in Tweet in G8:
[85] retailtech
[77] fashiontech
[57] luxetech
[54] 4pt5flr
[54] 4pt5
[54] techpitch
[37] startups
[8] ai
[8] ecommerce
[8] sciencefashion

Top Hashtags in Tweet in G9:
[49] retailtech
[21] influencers
[9] trends
[7] webinar
[6] retail
[6] revionicsinsight
[6] innovation
[6] success
[6] motivationmondays
[5] chicago

Top Hashtags in Tweet in G10:
[55] retailtech
[23] technology
[23] cstore
[19] retail
[12] rt
[9] iot
[4] mobilepayment
[4] smartretail
[4] biometrics
[4] mobilepos

Top Words
Top Words in Tweet in Entire Graph:
[1824] Words in Sentiment List#1: Positive
[349] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[51678] Non-categorized Words
[53851] Total Words
[1950] retailtech
[1105] retail
[384] tech
[380] ai
[367] technology

Top Words in Tweet in G1:
[469] retailtech
[288] jblefevre60
[266] paula_piccard
[266] ipfconline1
[215] evankirstel
[184] retail
[179] store
[174] amazon
[144] spirosmargaris
[144] tech

Top Words in Tweet in G2:
[304] retailtech
[243] retail
[89] cstorenews_
[60] risnewsinsights
[59] 2018res
[59] credit
[54] technology
[54] ecommerce
[49] amazon
[47] nodexl

Top Words in Tweet in G3:
[125] retailtech
[85] retail
[36] perchexperience
[35] experience
[33] store
[31] out
[29] retailers
[28] tech
[25] trevorsumner
[24] checkout

Top Words in Tweet in G4:
[139] retailtech
[78] retail
[26] retailers
[19] store
[18] more
[16] ai
[15] marketing
[15] ecommerce
[13] technology
[12] amazon

Top Words in Tweet in G5:
[71] startups
[53] retailtech
[34] euratechnologie
[33] les
[29] innovation
[27] l
[27] lafayette_pnp
[25] mounir
[25] d
[24] à

Top Words in Tweet in G6:
[54] retailtech
[49] à
[44] vous
[29] pour
[28] super
[28] des
[25] bf_techservices
[24] 10
[23] programme
[22] rift2018

Top Words in Tweet in G7:
[137] startup
[124] retailtech
[98] tech
[89] entrepreneur
[87] business
[87] ai
[85] innovation
[77] iot
[68] blockchain
[64] fintech

Top Words in Tweet in G8:
[123] techpitch
[114] 5
[89] fashion
[85] retailtech
[84] pitch
[80] retail
[77] fashiontech
[76] full
[73] apply
[69] 4

Top Words in Tweet in G9:
[54] retailtech
[30] s
[29] globaldata
[23] top
[23] influencer
[23] platform
[23] help
[21] influencers
[20] visit
[17] find

Top Words in Tweet in G10:
[55] retailtech
[40] technology
[37] retail
[23] cstore
[16] arkessa
[13] more
[13] thegrocer
[10] iot
[9] retailers
[8] convenience

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[269] paula_piccard,ipfconline1
[228] retail,retailtech
[155] ai,retailtech
[152] retailtech,technology
[151] tech,retailtech
[150] technology,retail
[148] evankirstel,paula_piccard
[145] ht,evankirstel
[145] ipfconline1,spirosmargaris
[143] ar,vr

Top Word Pairs in Tweet in G1:
[260] paula_piccard,ipfconline1
[140] evankirstel,paula_piccard
[140] tech,retailtech
[139] ipfconline1,spirosmargaris
[138] ht,evankirstel
[135] haroldsinnott,mclynd
[134] now,s
[134] s,smart
[134] smart,tech
[134] retailtech,ht

Top Word Pairs in Tweet in G2:
[77] retail,retailtech
[27] cstorenews_,credit
[22] future,retail
[18] 2018res,risnewsinsights
[17] credit,nacsonline
[15] retail,technology
[13] ecommerce,mcommerce
[13] retailtech,ecommerce
[13] cstorenews_,walmart
[13] walmart,plans

Top Word Pairs in Tweet in G3:
[22] retail,retailtech
[15] check,out
[14] m,s
[14] s,rolls
[14] rolls,out
[14] out,checkout
[14] checkout,free
[14] free,service
[14] service,customers
[14] customers,skip

Top Word Pairs in Tweet in G4:
[24] retail,retailtech
[9] retailtech,retail
[7] retailtech,retailers
[5] brick,mortar
[5] customer,service
[4] retail,industry
[4] omni,channel
[4] retailnews,retailtech
[4] artificial,intelligence
[4] apply,pitch

Top Word Pairs in Tweet in G5:
[24] l,innovation
[24] innovation,bat
[24] bat,plein
[24] plein,chez
[24] chez,lafayette_pnp
[24] lafayette_pnp,ravi
[24] ravi,d
[24] d,avoir
[24] avoir,rencontré
[24] rencontré,les

Top Word Pairs in Tweet in G6:
[22] rift2018,super
[22] super,programme
[22] programme,qu'on
[22] qu'on,vous
[22] vous,réserve
[22] réserve,pour
[22] pour,24
[22] 24,10
[22] 10,team
[22] team,rift

Top Word Pairs in Tweet in G7:
[86] entrepreneur,startup
[86] startup,business
[82] business,innovation
[75] innovation,ai
[71] ai,tech
[67] tech,iot
[62] iot,blockchain
[51] fintech,retailtech
[48] blockchain,bigdata
[47] radio,tv

Top Word Pairs in Tweet in G8:
[73] apply,pitch
[69] techpitch,4
[69] 4,5
[69] 5,fashion
[69] fashion,luxe
[69] luxe,retail
[63] fashiontech,retailtech
[59] full,details
[55] nov,6th
[55] luxetech,fashiontech

Top Word Pairs in Tweet in G9:
[29] globaldata,s
[23] s,top
[23] influencer,platform
[23] platform,help
[21] retailtech,influencers
[18] top,retailtech
[17] influencers,find
[17] find,out
[17] out,influencer
[17] help,visit

Top Word Pairs in Tweet in G10:
[19] technology,retailtech
[15] retailtech,cstore
[8] read,more
[6] retailers,plenty
[6] plenty,opportunities
[6] opportunities,deliver
[6] deliver,convenience
[6] convenience,customers
[6] customers,personalisation
[6] personalisation,prove

Top Replied-To
Top Replied-To in Entire Graph:
@lookforwardhub
@amazon
@sesimagotag
@retail_gduk
@shopify
@rbtexpo
@james_bg
@nacsonline
@hellofresh
@risnewsinsights

Top Replied-To in G1:
@jblefevre60
@datafloq

Top Replied-To in G2:
@amazon
@omnitalk
@hellofresh
@nacsonline
@walgreens
@risnewsinsights

Top Replied-To in G6:
@sesimagotag
@rbtexpo

Top Replied-To in G7:
@jelly_babyk

Top Replied-To in G9:
@retail_gduk
@getwirkn

Top Mentioned
Top Mentioned in Entire Graph:
@jblefevre60
@paula_piccard
@ipfconline1
@evankirstel
@spirosmargaris
@rajat_shrimal
@haroldsinnott
@mclynd
@sp

Top Mentioned in G1:
@jblefevre60
@paula_piccard
@ipfconline1
@evankirstel
@spirosmargaris
@rajat_shrimal
@haroldsinnott
@mclynd
@sp

Top Mentioned in G2:
@cstorenews_
@risnewsinsights
@rtih_retailtech
@omnitalk
@simoneknaap
@amazon
@nacsonline
@nodexl
@cnbc
@mjoehlerich

Top Mentioned in G3:
@perchexperience
@trevorsumner
@ipsosrp
@retailgazette
@retailmaine
@retailweek
@retailwire
@annahatfieldsh1
@retailkpi
@nrfnews

Top Mentioned in G4:
@stripmallsrock
@bhavesh_nardani
@barryintech
@betabay

Top Mentioned in G5:
@euratechnologie
@lafayette_pnp
@mounir
@lafrenchtech
@blanchemaille
@kalicustomer
@roubaix
@lsa_cc
@groupecarrefour
@comersofr

Top Mentioned in G6:
@bf_techservices
@rbtexpo
@nrfbigshow
@businessfrance
@jroutaboul
@bf_tech_uk
@fredrossiexport
@g
@lafrenchtech

Top Mentioned in G7:
@hayekgaby
@marcrudov
@globaltwit
@replcareers
@shopparapp
@repl_group
@scrape_works
@cyrilcoste
@aerism2m
@roialty_live

Top Mentioned in G8:
@fashnerd
@fashtechy
@4pt5blog
@truefit
@2_pears
@fashnerdeditor
@vue_ai
@petrajohansson
@farfetch
@molshreev

Top Mentioned in G9:
@retail_gduk
@debweinswig
@revionics
@irpost
@technology_gd
@coresightnews
@emarketer
@evankirstel
@fisher85m
@vladobotsvadze

Top Mentioned in G10:
@arkessa
@thegrocer
@essretail
@csnewsonline
@bixoloneurope
@mikerepl
@amazon
@tlmgrouptech
@cumberlandfarms
@exxonmobil

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@arkangelscrap
@piyuanker12
@sectest9
@startuprealtime
@petitbuzz
@thudao76
@bitcoinagile
@sainsburys
@evankirstel

Top Tweeters in G1:
@arkangelscrap
@piyuanker12
@evankirstel
@zippylab
@walmart
@nikhilchhajar
@trippbraden
@glaciarblue
@richsimmondsza
@ele9061

Top Tweeters in G2:
@sectest9
@ottlegalrebels
@fintechna
@marksandspencer
@annoula64
@portfoliobuzz
@haaretzcom
@cnbc
@mjoehlerich
@forbes

Top Tweeters in G3:
@easyjet
@nytimes
@umesh5152
@techcrunch
@albertheijn
@ene3112
@melissa39b
@brianlaungaoaeh
@zuzudotai
@pymnts

Top Tweeters in G4:
@superfabis
@vichit2017
@thenextfrench
@programmableweb
@computerweekly
@caiocmgo
@betabay
@bhavesh_nardani
@wadekwright
@orderdynamics

Top Tweeters in G5:
@mddmacron
@brunellecb75011
@thomasforth
@yoodep
@tchemtcem
@dailydigital
@lesguer_lionel
@infos_hdf
@clouchicloucha
@rudycluzel

Top Tweeters in G6:
@alanjohnlondon
@jeandoobs
@lzankereu
@netclubj1
@pressecitron
@automotiveworld
@sandrinelatil
@fnw_uk
@jf_viaud
@ibas131

Top Tweeters in G7:
@startuprealtime
@biconnections
@chidambara09
@stephencgill
@ilmattinofoggia
@drandypardoe
@machinelearn_d
@terzima
@kshahwork
@dk_socialmedia

Top Tweeters in G8:
@orbb80
@shivzdotz
@algocentric
@talkabot_id
@st_eppel
@societyurl
@irwinmitchell
@ameer1421
@fashnerd
@petrajohansson

Top Tweeters in G9:
@tamaramccleary
@vladobotsvadze
@neilretail
@retailminded
@soult
@icsc
@mommyswishlist
@nei
@irmaraste
@theretaildoctor

Top Tweeters in G10:
@jacobussystems
@thegrocer
@cumberlandfarms
@youtube
@k3retail
@csnewsonline
@chevron
@bp_plc
@essretail
@paypal