#retail, Twitter, 10/11/2018 9:18:30 AM, 171046


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#retail_2018-10-11_02-05-13.xlsx
#retail_2018-10-11_02-05-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 11, 2018
Short Description:
#retail via NodeXL http://bit.ly/2yFbiRR
@amazon
@tonycdonofrio
@forbes
@ronald_vanloon
@mhcommunicate
@daretail
@cec_comercio
@marmos2
@chidambara09
@food_retail

Top hashtags:
#retail
#hiring
#job
#ecommerce
#careerarc
#jobs
#ai
#marketing
#iot
#business

Description:
Description
The graph represents a network of 2,162 Twitter users whose tweets in the requested range contained "#retail", 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 09:05 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 5-day, 3-hour, 13-minute period from Friday, 05 October 2018 at 08:30 UTC to Wednesday, 10 October 2018 at 11:44 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 : 2162
Unique Edges : 2141
Edges With Duplicates : 839
Total Edges : 2980
Number of Edge Types : 3
Tweet : 1144
Mentions : 1812
Replies to : 24
Self-Loops : 1144
Reciprocated Vertex Pair Ratio : 0.0328358208955224
Reciprocated Edge Ratio : 0.0635838150289017
Connected Components : 790
Single-Vertex Connected Components : 399
Maximum Vertices in a Connected Component : 356
Maximum Edges in a Connected Component : 536
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.69936
Graph Density : 0.000370284596888496
Modularity : 0.654288
NodeXL Version : 1.0.1.404

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] http://natsjobs.com/find-a-job
[9] https://globalcosmeticsnews.com/pop-up-just-how-is-the-new-boy-of-cosmetics-retail-faring/
[8] http://gosiyaexports.com/
[6] http://edition.cnn.com/2018/10/03/tech/amazon-go/index.html
[6] https://www.careerarc.com/job-listing/orscheln-farm-and-home-jobs-district-manager-27124380?campaign_id=22105&cb=1536959325&src=1&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[6] https://www.apacciooutlook.com/news/tricks-to-amplify-ecommerce-traffic-with-zero-investments-nwid-5635.html
[5] https://www.spitche.com/digital-marketing-en/5-things-didnt-know-brand-ambassadors/
[5] https://www.retailgazette.co.uk/blog/2018/10/amazon-go-uk/
[5] https://www.careerarc.com/job-listing/levi-strauss-co-jobs-sales-assistant-8-hours-26810299?campaign_id=3606&src=1&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[5] https://www.citykeyholding.com/retail-keyholding/

Top URLs in Tweet in G1:
[12] http://natsjobs.com/find-a-job
[8] http://gosiyaexports.com/
[5] https://www.citykeyholding.com/retail-keyholding/
[5] https://www.careerarc.com/job-listing/levi-strauss-co-jobs-sales-assistant-8-hours-26810299?campaign_id=3606&src=1&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[4] https://www.careerarc.com/job-listing/levi-strauss-co-jobs-key-account-manager-m-f-for-switzerland-25642126?campaign_id=6894&src=1&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[4] https://www.careerarc.com/job-listing/wine-rack-a-division-of-arterra-wines-canada-jobs-sales-associate-wine-merchant-grimsby-on-27139201?campaign_id=621&cb=0&src=1&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[3] https://www.ipsos-retailperformance.com/academy/?utm_campaign=Training
[3] https://www.careerarc.com/job-listing/tjx-companies-inc-jobs-store-management-opportunities-tk-maxx-dublin-area-27272995?campaign_id=3725&src=1&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[3] https://www.careerarc.com/job-listing/levi-strauss-co-jobs-sales-stylist-m-w-8h-woche-27290920?campaign_id=6936&src=1&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[3] https://www.careerarc.com/job-listing/o2-jobs-retail-advisor-18hrs-dunfermline-26745091?campaign_id=3612&src=1&utm_campaign=TW01&utm_medium=TW&utm_source=JC

Top URLs in Tweet in G2:
[4] https://www.cnbc.com/2018/10/04/amazon-quietly-launched-a-new-accelerator-program-to-create-more-brands-exclusively-sold-on-its-website.html
[3] https://madridretailcongress.com/las-claves-del-nuevo-retail-en-madrid-retail-congress-2018/?platform=hootsuite
[3] https://www.engadget.com/2018/09/07/cashierless-store-san-francisco-standard-cognition-amazon-go/
[3] https://www.forbes.com/sites/stevenbarr/2018/09/05/three-things-retailers-need-to-know-about-blockchain-today/
[3] https://www.retailgazette.co.uk/blog/2018/10/amazon-go-uk/
[2] https://www.foodretail.es/retailers/caprabo-supermercados-nuevo-modelo_0_1262573747.html
[2] https://www.foodretail.es/shoppers/millennials-pago-tarjeta-bbva-research_0_1262273770.html
[2] https://www.foodretail.es/retailers/ecommerce-alimentos-movil_0_1262573734.html
[2] https://twitter.com/coindesk/status/1049260867630587904
[2] https://www.maddyness.com/2018/10/05/maddyfeed-snapchat-amazon/

Top URLs in Tweet in G3:
[2] https://www.pwc.com/us/en/consumermarkets/assets/consumer-markets-retail-evolution.pdf?utm_content=bufferb0f01&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://fr.cryptonews.com/news/carrefour-rejoint-le-reseau-blockchain-food-trust-du-geant-i-2077.htm
[2] https://www.theverge.com/2018/9/19/17880530/amazon-go-cashier-less-stores-new-locations-2021
[1] http://www.ssidecisions.com/blog/top-5-industries-blockchain-is-likely-to-disrupt-infographic
[1] https://www.youtube.com/watch?v=UDIvWdwVZMg

[1] https://www.ingeniousreports.com/index.php?route=product/search&search=blockchain
[1] http://snip.ly/slsx2e
[1] https://news-sap-com.cdn.ampproject.org/c/s/news.sap.com/2018/08/video-topcon-global-growth-sap-s4hana-cloud/amp/
[1] http://spr.ly/6018D2Gjm

Top URLs in Tweet in G4:
[3] https://www.youtube.com/watch?v=qrD1G3HX5Ow&yt:cc=on

[3] https://www.kpam.fr/blog/apple-stores-revolution-experience-client-experience-collaborateur/?_scpsug=crawled,5276,fd45cb2a36ce552d8be9111ea4a1eaeb8a6b6b97dd5298f68e3efd5d239157b9#_scpsug=crawled,5276,fd45cb2a36ce552d8be9111ea4a1eaeb8a6b6b97dd5298f68e3efd5d239157b9
[2] https://nrf.com/blog/no-sign-of-the-retail-apocalypse
[2] https://www.mindnews.fr/article/13318/amazon-va-favoriser-le-rapprochement-du-retail-et-de-la-publicite/
[2] https://mbamci.com/chine-le-new-retail-le-futur-du-commerce-de-detail/
[2] https://www.ecommerce-nation.fr/marche-ecommerce-pret-a-porter-2018/?amp
[2] https://mbamci.com/les-tendances-du-salon-paris-retail-week/
[1] https://lnkd.in/eqNMyuv
[1] https://lnkd.in/eJ6qvzb
[1] https://lnkd.in/eFivKds

Top URLs in Tweet in G5:
[3] http://www.leparisien.fr/economie/consommation/consommation-les-magasins-sans-caisses-arrivent-04-10-2018-7911486.php
[2] https://www.scoop.it/t/tendances-veille-marketing-communication-retail-luxe-consommateur-marque/p/4102229991/2018/10/08/le-marketing-evenementiel-s-affirme-comme-une-arme-commerciale
[2] http://E.Leclerc
[2] https://www.journaldunet.com/ebusiness/expert/69843/deep-learning-et-retail---la-baguette-magique-pour-anticiper-les-attentes-des-clients.shtml?utm_source=Sociallymap&utm_medium=Sociallymap&utm_campaign=Sociallymap
[2] https://www.lsa-conso.fr/30-des-depenses-en-ligne-d-epicerie-aux-usa-tombent-dans-les-poches-d-amazon,299206
[1] https://www.businessinsider.fr/visite-nouveau-magasin-sans-caisses-ni-caissiers-groupe-casino-paris/
[1] https://www.scoop.it/t/tendances-veille-marketing-communication-retail-luxe-consommateur-marque/p/4102188724/2018/10/05/en-images-ouverture-du-4-casino-un
[1] https://www.scoop.it/t/tendances-veille-marketing-communication-retail-luxe-consommateur-marque/p/4102261182/2018/10/09/les-idees-experience-client-8-12-oct
[1] https://www.maddyness.com/2018/10/05/maddyfeed-snapchat-amazon/
[1] https://www.journaldunet.com/ebusiness/expert/69845/les-innovations-retail-les-plus-marquantes-du-mois-de-septembre-2018.shtml

Top URLs in Tweet in G6:
[2] http://customer-insight-consulting.com/interview-with-tony-drockton-founder-chief-cheerleader-of-hammitt-2/
[2] https://thefinancialbrand.com/71090/branch-networks-retail-experience-mobile-first-banking/?smedia-twt-ambsu
[1] https://thefinancialbrand.com/64002/advanced-predictive-analytics-banking-marketing-ai/
[1] https://www.forbes.com/sites/bernardmarr/2017/08/29/how-walmart-is-using-machine-learning-ai-iot-and-big-data-to-boost-retail-performance/#6f6778d26cb1
[1] http://ir.shareaholic.com/e?a=1&u=https://www.chaindrugreview.com/walgreens-and-birchbox-to-offer-new-beauty-experience/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[1] https://tinyurl.com/yd7y55az
[1] http://ow.ly/ltzk30m4kvv

Top URLs in Tweet in G7:
[4] https://theluxonomist.es/2018/10/09/las-marcas-de-lujo-se-enfrentan-a-la-moda-rapida/marcos-mosteiro
[2] https://theluxonomist.es/2018/10/09/las-marcas-de-lujo-se-enfrentan-a-la-moda-rapida/marcos-mosteiro/amp
[1] http://www.retailfuture.es/
[1] https://lnkd.in/d-NdAy4
[1] http://fashion.by
[1] http://twitter.com/albertobatorres

Top URLs in Tweet in G8:
[2] https://www.insider-trends.com/inside-the-visual-merchandising-perfection-of-loly-in-the-sky/
[2] http://www.retail-focus.co.uk/news/3747-moncler-launches-the-house-of-genius-in-new-york-and-tokyo
[2] http://www.retail-focus.co.uk/vm/3751-hermes-hong-kong-aw18
[1] https://www.insider-trends.com/new-heights-how-peak-is-making-ai-accessible-and-impactful/
[1] https://www.insider-trends.com/eyes-on-the-prize-fashwell-on-leading-the-visual-search-charge/
[1] http://www.theretailexchange.co.uk/
[1] http://www.retail-focus.co.uk/features/3753-discover-and-delight-bank-branches
[1] http://www.retail-focus.co.uk/features/3752-in-around-savile-row
[1] http://www.retail-focus.co.uk/news/3734-louis-vuitton-opens-fragrance-pop-up-at-selfridges
[1] https://www.retailgazette.co.uk/blog/2018/10/profits-3-5-ted-baker-despite-challenging-trading/

Top URLs in Tweet in G9:
[1] https://www.startupofyear.com/peopleschoiceaward2018

Top URLs in Tweet in G10:
[1] https://emerceeday.nl/session/ai-will-change-retail-landscape-know/

Top Domains
Top Domains in Tweet in Entire Graph:
[268] careerarc.com
[114] co.uk
[58] twitter.com
[50] lnkd.in
[37] talkingretail.com
[30] instagram.com
[23] bit.ly
[22] retailtrends.nl
[18] natsjobs.com
[16] gosiyaexports.com

Top Domains in Tweet in G1:
[235] careerarc.com
[40] co.uk
[22] lnkd.in
[19] instagram.com
[18] natsjobs.com
[17] twitter.com
[16] gosiyaexports.com
[10] eluta.ca
[10] grupomercadeo.com
[8] fashionjobs.com

Top Domains in Tweet in G2:
[9] foodretail.es
[6] twitter.com
[4] madridretailcongress.com
[4] cnbc.com
[3] engadget.com
[3] forbes.com
[3] co.uk
[2] distribucionactualidad.com
[2] forrester.com
[2] revistainforetail.com

Top Domains in Tweet in G3:
[2] pwc.com
[2] cryptonews.com
[2] theverge.com
[1] ssidecisions.com
[1] youtube.com
[1] ingeniousreports.com
[1] snip.ly
[1] ampproject.org
[1] spr.ly

Top Domains in Tweet in G4:
[5] lnkd.in
[4] mbamci.com
[3] youtube.com
[3] kpam.fr
[2] tonydonofrio.com
[2] nrf.com
[2] mindnews.fr
[2] ecommerce-nation.fr
[2] modaes.es
[2] puromarketing.com

Top Domains in Tweet in G5:
[5] dlvr.it
[4] scoop.it
[3] journaldunet.com
[3] lsa-conso.fr
[3] leparisien.fr
[2] twitter.com
[2] e.leclerc
[1] businessinsider.fr
[1] maddyness.com
[1] fevad.com

Top Domains in Tweet in G6:
[3] thefinancialbrand.com
[2] customer-insight-consulting.com
[1] forbes.com
[1] shareaholic.com
[1] tinyurl.com
[1] ow.ly

Top Domains in Tweet in G7:
[6] theluxonomist.es
[1] retailfuture.es
[1] lnkd.in
[1] fashion.by
[1] twitter.com

Top Domains in Tweet in G8:
[13] co.uk
[4] insider-trends.com
[1] theindustry.fashion
[1] hubspot.com
[1] twitter.com

Top Domains in Tweet in G9:
[1] startupofyear.com

Top Domains in Tweet in G10:
[1] emerceeday.nl

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1928] retail
[282] hiring
[278] job
[192] ecommerce
[140] careerarc
[118] jobs
[98] ai
[85] marketing
[73] iot
[72] business



Top Hashtags in Tweet in G1:
[729] retail
[237] job
[237] hiring
[132] careerarc
[94] jobs
[34] ecommerce
[24] business
[23] sales
[20] fashion
[20] lego

Top Hashtags in Tweet in G2:
[60] retail
[17] ecommerce
[12] socialmedia
[11] infographie
[11] contenu
[8] bigdata
[5] tech
[5] innovation
[5] flashtweet
[4] comercio

Top Hashtags in Tweet in G3:
[23] retail
[8] ai
[7] healthcare
[6] blockchain
[4] computervision
[4] payments
[4] fintech
[4] iot
[4] retailtech
[4] technology

Top Hashtags in Tweet in G4:
[50] retail
[8] tech
[8] ecommerce
[7] leadership
[6] blockchain
[6] bigdata
[6] retailintelligence
[5] technology
[5] sales
[5] jobs

Top Hashtags in Tweet in G5:
[30] retail
[10] ecommerce
[6] phygital
[5] business
[3] conceptstore
[3] innovation
[3] cx
[3] amazon
[3] digital
[3] i4emploir

Top Hashtags in Tweet in G6:
[17] retail
[10] machinelearning
[9] ai
[8] iot
[8] bigdata
[4] hammitt
[3] internetofthings
[3] rt
[2] digitaltransformation
[2] aerospace

Top Hashtags in Tweet in G7:
[12] retail
[7] lujo
[3] fastfashion
[3] economia
[2] comercio
[2] valencia
[2] economía
[2] interbrand
[2] startup
[2] aceleradora

Top Hashtags in Tweet in G8:
[27] retail
[11] vm
[7] windowdisplay
[6] retaildesign
[5] visualmerchandising
[5] fashion
[5] hermes
[4] ai
[4] window
[3] podcast

Top Hashtags in Tweet in G9:
[1] retail
[1] commerce
[1] technology
[1] vote
[1] peopleschoiceawards
[1] saveforwhatmatters
[1] fintech

Top Hashtags in Tweet in G10:
[13] hubforum
[12] retail
[11] ecommerce
[6] notrustnobusiness
[3] transfonum
[2] amazongo
[1] ads
[1] advertising
[1] sales
[1] gafa

Top Words
Top Words in Tweet in Entire Graph:
[1529] Words in Sentiment List#1: Positive
[325] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[46639] Non-categorized Words
[48493] Total Words
[2200] retail
[302] job
[296] hiring
[210] ecommerce
[174] store

Top Words in Tweet in G1:
[839] retail
[250] job
[247] hiring
[132] careerarc
[94] jobs
[90] click
[88] latest
[86] store
[77] sales
[66] work

Top Words in Tweet in G2:
[65] retail
[25] amazon
[19] flashtweet
[17] ecommerce
[16] pour
[13] et
[12] 5
[12] socialmedia
[11] infographie
[11] tout

Top Words in Tweet in G3:
[23] retail
[20] gt
[10] blockchain
[8] ai
[7] healthcare
[7] sap
[6] cashier
[6] cashiers
[6] store
[5] technology

Top Words in Tweet in G4:
[61] retail
[11] les
[9] vous
[8] tech
[8] ecommerce
[7] future
[7] leadership
[7] mbamci
[6] digital
[6] blockchain

Top Words in Tweet in G5:
[31] retail
[27] gt
[23] les
[15] des
[14] et
[14] à
[13] commerce
[11] pour
[11] e
[10] ecommerce

Top Words in Tweet in G6:
[17] retail
[10] machinelearning
[9] ronald_vanloon
[9] ai
[9] forbes
[8] walmart
[8] using
[8] iot
[8] bigdata
[8] boost

Top Words in Tweet in G7:
[14] lujo
[13] retail
[9] marmos2
[7] fast
[6] theluxonomist
[5] fashion
[4] gana
[4] reconocimiento
[3] pilarzorrilla
[3] fastfashion

Top Words in Tweet in G8:
[29] retail
[11] vm
[9] out
[9] podcast
[9] hermes
[8] retailfocus
[7] windowdisplay
[6] theretailex
[6] retaildesign
[6] window

Top Words in Tweet in G9:
[3] inspirave
[2] kbrookshier
[2] founders_live
[2] seanallenfenn
[2] jnickhughes
[2] prestonpesek
[2] spacioushq
[2] dmgerbino
[2] jpunishill
[2] mitgc_cm

Top Words in Tweet in G10:
[22] par
[22] rapport
[17] retail
[15] à
[14] qui
[14] aussi
[14] hubforum
[12] sont
[11] potentiel
[11] inexploité

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[85] job,jobs
[85] hiring,careerarc
[83] retail,hiring
[59] click,apply
[53] retail,job
[51] recommend,anyone
[51] want,work
[50] anyone,job
[50] e,commerce
[49] check,out

Top Word Pairs in Tweet in G1:
[81] hiring,careerarc
[74] job,jobs
[65] retail,hiring
[54] click,apply
[47] recommend,anyone
[46] anyone,job
[45] retail,job
[43] job,opening
[42] latest,job
[42] opening,here

Top Word Pairs in Tweet in G2:
[11] 5,infographie
[11] infographie,tout
[11] tout,est
[11] est,question
[11] question,d'image
[11] d'image,les
[11] les,recettes
[11] recettes,pour
[11] pour,optimiser
[11] optimiser,l'impact

Top Word Pairs in Tweet in G3:
[10] gt,gt
[4] cashier,computervision
[4] computervision,w
[4] w,ai
[4] ai,powered
[4] powered,checkout
[4] scan,pay
[4] pay,app
[4] app,payments
[4] payments,click

Top Word Pairs in Tweet in G4:
[7] retail,ecommerce
[6] future,retail
[6] retail,retailintelligence
[5] blockchain,technology
[5] sales,tech
[5] tech,bigdata
[5] bigdata,jobs
[5] jobs,retail
[4] technology,sales
[4] retail,machinelearning

Top Word Pairs in Tweet in G5:
[11] e,commerce
[9] gt,e
[8] gt,gt
[7] commerce,gt
[5] 4,casino
[5] comellistephan,gt
[5] nouveau,concept
[5] ecommercemag_fr,ecommerce
[5] ecommerce,retail
[5] retail,business

Top Word Pairs in Tweet in G6:
[8] walmart,using
[8] using,machinelearning
[8] machinelearning,ai
[8] ai,iot
[8] iot,bigdata
[8] bigdata,boost
[8] boost,retail
[8] retail,performance
[8] performance,bernardmarr
[8] bernardmarr,forbes

Top Word Pairs in Tweet in G7:
[4] marmos2,lujo
[4] lujo,gana
[4] gana,reconocimiento
[4] reconocimiento,fast
[4] fast,fashion
[4] retail,lujo
[3] fashion,theluxonomist
[3] theluxonomist,marmos2
[3] lujo,fastfashion
[3] marcas,lujo

Top Word Pairs in Tweet in G8:
[6] retail,retaildesign
[4] theretailex,podcast
[4] hermes,gets
[4] gets,playful
[4] playful,abstract
[4] abstract,take
[4] take,traditional
[4] traditional,board
[4] board,games
[4] games,hermes

Top Word Pairs in Tweet in G9:
[2] inspirave,kbrookshier
[2] kbrookshier,founders_live
[2] founders_live,seanallenfenn
[2] seanallenfenn,jnickhughes
[2] jnickhughes,prestonpesek
[2] prestonpesek,spacioushq
[2] spacioushq,dmgerbino
[2] dmgerbino,jpunishill
[2] jpunishill,mitgc_cm

Top Word Pairs in Tweet in G10:
[22] par,rapport
[11] potentiel,inexploité
[11] inexploité,l'
[11] l',ecommerce
[11] ecommerce,france
[11] france,par
[11] rapport,aux
[11] aux,états
[11] états,unis
[11] unis,qui

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@amazon
@flashtweet
@enricoverga
@talkingretail
@chanperco
@forbes
@ronald_vanloon
@iquii
@gcn_blog
@yourspitche

Top Mentioned in G1:
@aalnaggar
@9cnewsuae
@henryhngan
@prismrecruit
@shirleyfrazier
@bhavesh_nardani
@stevenepsrealty
@w8data
@economictimes
@realestatees

Top Mentioned in G2:
@flashtweet
@amazon
@asedas_org
@aces_supers
@daretail
@cec_comercio
@exporeal_team
@food_retail
@caprabo
@venteprivee_fr

Top Mentioned in G3:
@mikequindazzi
@rajat_shrimal
@ssi_innovations
@evankirstel
@sap
@spirosmargaris
@alvinfoo
@ipfconline1
@laurentvallee

Top Mentioned in G4:
@alibabagroup
@mbamci
@futurism
@nrfnews
@sophiemalka
@prwofficial
@hembre_
@amazon
@hm
@modaes

Top Mentioned in G5:
@lsaconsommation
@ecommercemag_fr
@comellistephan
@groupe_casino
@cdiscount
@jeromemonange
@mediacenter
@journaldunet
@fevadactu
@sophielp

Top Mentioned in G6:
@ronald_vanloon
@forbes
@bernardmarr
@ld
@financialbrand
@orangebusiness
@prestonj
@alliedrel
@ptc
@technative

Top Mentioned in G7:
@marmos2
@theluxonomist
@carmenherrarte
@tzir_
@iebusiness
@cubelizer
@openfuture_arag
@crisgaona
@ehu_enpresainst

Top Mentioned in G8:
@retailfocus
@theretailex
@dalzielandpow
@insidertrends
@shoptactics
@mworldwideldn
@peak_hq
@richard_peak_ai
@moncler
@savilerow

Top Mentioned in G9:
@kbrookshier
@founders_live
@seanallenfenn
@jnickhughes
@prestonpesek
@spacioushq
@dmgerbino
@jpunishill
@mitgc_cm
@om_kundu

Top Mentioned in G10:
@chanperco
@agencehopscotch
@mathieuazorin
@storetail
@storetailtech
@amazonadv
@slafontn
@natachaholtz
@candice_sto
@criteo

Top Tweeters
Top Tweeters in Entire Graph:
@indiegamedevbot
@tesco
@alerttrade
@sectest9
@nosqldigest
@independent
@sainsburys
@evankirstel
@saragomezaranci
@londonislovinit

Top Tweeters in G1:
@alerttrade
@economictimes
@projectpeachuk
@tecnbiz
@natsjobs
@retail_job
@888ico
@tatianapecanac
@cvshealthjobs
@nicholas_redhat

Top Tweeters in G2:
@chidambara09
@italiastartup_
@cnbc
@engadget
@socialmedia2day
@michael_mba
@3itcom
@flashtweet
@chipb414
@prevencionar

Top Tweeters in G3:
@evankirstel
@cnnbusiness
@leimer
@ipfconline1
@spirosmargaris
@jblefevre60
@topcybernews
@kelechiahaneku
@johnsnowai
@psb_dc

Top Tweeters in G4:
@ottlegalrebels
@businessinsider
@wef
@trendhunter
@google
@billstankiewicz
@puromarketing
@gagnelegal
@mbamci
@modaes

Top Tweeters in G5:
@cdiscount
@comellistephan
@jeromemonange
@france2tv
@kalydeoo
@nenadcetkovic
@lsaconsommation
@bifrance
@journaldunet
@schelcher

Top Tweeters in G6:
@machinelearnflx
@yvesmulkers
@forbes
@ene3112
@datascience__
@jimmarous
@ronald_vanloon
@kdnuggets
@bankrate
@technative

Top Tweeters in G7:
@marmos2
@pilarggranja
@theluxonomist
@gersonbeltran
@abelamon
@carmebarcelo
@rgserapio
@iebusiness
@lolaripo
@sandrabarneda

Top Tweeters in G8:
@selfridges
@boardgameacad
@retailfocus
@insidertrends
@tsicomms
@vmfocus
@dalzielandpow
@benmbland
@shoptactics
@louisvuitton

Top Tweeters in G9:
@mitgc_cm
@frankgruber
@ctatech
@dmgerbino
@finovate
@noreaster
@jnickhughes
@jpunishill
@thomascdaly
@seanallenfenn

Top Tweeters in G10:
@chanperco
@emerce
@maggy_zlatkova
@natachaholtz
@alcanter
@agencehopscotch
@hubforum
@patrice_wolff
@criteo
@cecile_granat