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#retailtech_2019-02-06_00-50-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 06, 2019
Short Description:
#retailtech via NodeXL http://bit.ly/2Selv3Z
@unishopit
@pbalakrishnarao
@jblefevre60
@paula_piccard
@julez_norton
@evankirstel
@rtih_retailtech
@fashnerd
@rajat_shrimal
@harbrimah

Top hashtags:
#retailtech
#ai
#iot
#robotics
#tech
#retail
#innovation
#robots
#ar

Description:
Description
The graph represents a network of 2,760 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 Wednesday, 06 February 2019 at 08:51 UTC.

The requested start date was Wednesday, 06 February 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 Wednesday, 23 January 2019 at 01:03 UTC to Wednesday, 06 February 2019 at 00:54 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 : 2760
Unique Edges : 5516
Edges With Duplicates : 3622
Total Edges : 9138
Number of Edge Types : 3
Mentions : 8405
Tweet : 689
Replies to : 44
Self-Loops : 689
Reciprocated Vertex Pair Ratio : 0.0333771785596843
Reciprocated Edge Ratio : 0.0645982498011138
Connected Components : 236
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 2243
Maximum Edges in a Connected Component : 8504
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.648245
Graph Density : 0.000825362056195534
Modularity : 0.448746
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[40] https://www.visualcapitalist.com/business-value-blockchain/
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183028
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=184997
[16] https://nadimo.com/2018/12/07/088-generational-loyalty-in-ecommerce-and-does-it-matter/
[14] https://www.forbes.com/sites/bernardmarr/2019/01/25/the-astonishing-ways-bbva-spains-second-largest-bank-uses-ai-to-transform-itself/?ss=ai-big-data#5816d54c5253
[11] https://almujarad.ae/
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=184820
[10] https://www.retailcustomerexperience.com/articles/personalization-customization-technologies-gaining-clout-in-retail/
[10] https://fashnerd.com/2019/01/blinq-using-ar-to-disrupt-the-retail-space/
[10] http://brandisdestiny.com/

Top URLs in Tweet in G1:
[33] https://www.visualcapitalist.com/business-value-blockchain/
[9] https://fashnerd.com/2019/01/blinq-using-ar-to-disrupt-the-retail-space/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=184997
[5] https://news.microsoft.com/europe/features/technology-luxury-brands-and-retail-a-fashionable-combination/?ocid=FY19_soc_omc_br_tw_Loreal
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=184820
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183028
[3] https://www.forbes.com/sites/bernardmarr/2019/01/25/the-astonishing-ways-bbva-spains-second-largest-bank-uses-ai-to-transform-itself/?ss=ai-big-data#5816d54c5253
[2] https://www.visualcapitalist.com/20-internet-giants-rule-web/
[2] https://wwd.com/business-news/technology/att-think-tank-1202867988/#utm_medium=social&utm_source=twitter&utm_campaign=social_bar&utm_content=bottom_amp&utm_id=1202867988
[2] https://fashnerd.com/2019/01/takeaways-%E2%80%8B%E2%80%8B%E2%80%8Bfrom-farfetch-x-fashhack-innovation-in-luxury-fashion-event/

Top URLs in Tweet in G2:
[16] https://nadimo.com/2018/12/07/088-generational-loyalty-in-ecommerce-and-does-it-matter/
[9] https://www.retailcustomerexperience.com/articles/personalization-customization-technologies-gaining-clout-in-retail/
[8] https://www.enterprisetimes.co.uk/2019/01/15/jda-and-panasonic-integrate-retail-tech/
[8] https://medium.com/b21official/b21-cryptocurrency-education-series-blockchain-application-d7224f0cde58
[8] https://techcrunch.com/2018/08/31/google-and-mastercard-reportedly-partner-to-track-offline-purchases/
[7] https://www.technative.io/retail-as-we-know-it-has-moved-into-a-new-paradigm/
[6] https://medium.com/mcartprotocol/why-blockchain-will-drive-push-advertising-into-the-ground-f7977e1b9934
[5] https://www.bbc.com/news/technology-46987779
[5] https://mcart.io/news-and-events/index.php/2018/04/11/retail-love-blockchain/
[5] https://medium.com/mcartprotocol/rampup-chicago-discussed-blockchain-in-advertising-and-the-future-of-ads-4c9a7cf7cd0e

Top URLs in Tweet in G3:
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183028
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=184997
[8] https://www.forbes.com/sites/bernardmarr/2019/01/25/the-astonishing-ways-bbva-spains-second-largest-bank-uses-ai-to-transform-itself/?ss=ai-big-data#5816d54c5253
[6] http://www.pymnts.com/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=184820
[4] https://retailtechinnovationhub.com/home/2019/2/4/top-10-last-weeks-most-popular-retail-technology-articles
[4] https://www.visualcapitalist.com/business-value-blockchain/
[3] https://retailtechinnovationhub.com/home/2019/1/29/ten-biggest-retail-innovations-so-far-this-year
[2] https://retailtechinnovationhub.com/home/2019/1/23/woodhouse-clothing-gets-personal-with-nosto-tech
[2] https://retailtechinnovationhub.com/home/2019/1/31/mcdonalds-must-step-up-focus-on-mobile-tech

Top URLs in Tweet in G4:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183028
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=184997
[1] https://xarista.io/
[1] http://prolificlondon.co.uk/features/2019/01/my-startup-xarista
[1] https://www.vendhq.com/top-100-retail-influencers-2019
[1] https://www.retailcustomerexperience.com/articles/personalization-customization-technologies-gaining-clout-in-retail/
[1] https://blog.eber.co/the-best-time-to-launch-your-loyalty-program/?utm_source=linkedin&utm_medium=post&utm_campaign=linkedin_quote&utm_content=quote
[1] post
[1] https://blog.eber.co/the-best-time-to-launch-your-loyalty-program/?utm_source=twitter&utm_medium=post&utm_campaign=twitter_besttime&utm_content=best
[1] time

Top URLs in Tweet in G5:
[2] https://www.informationweek.com/big-data/ai-machine-learning/how-retail-is-advancing-ai-iot/d/d-id/1333683?_mc=rss_x_iwr_edt_aud_iw_x_x-rss-simple
[2] https://cxoherald.com/artificial-intelligence-retail/
[1] https://twitter.com/techchrisdavis/status/1088843951786938368
[1] https://twitter.com/Paula_Piccard/status/1092755062751969281
[1] https://twitter.com/TheFuturist007/status/1087531286225403905
[1] https://twitter.com/Julez_Norton/status/1091496111615836162
[1] https://twitter.com/Paula_Piccard/status/1088198422216224770
[1] https://twitter.com/Julez_Norton/status/1091825913077985280
[1] https://medium.com/b21official/b21-cryptocurrency-education-series-blockchain-application-d7224f0cde58
[1] https://www.networkworld.com/article/3332688/internet-of-things/iot-for-retailers-opportunities-and-challenges.html#tk.rss_all

Top URLs in Tweet in G6:
[2] https://www.telegraph.co.uk/business/2018/09/09/retail-may-turbulent-state-tenacious/
[2] https://www.wsj.com/articles/new-job-for-robots-taking-stock-for-retailers-11548597600
[2] https://paymentweek.com/2019-1-28-ar-vr-mobile-payments-reshaping-retail-landscape/
[2] https://www.forbes.com/sites/douglasyu/2019/01/22/pepsico-sees-future-in-artificial-intelligence-after-launching-snack-delivery-robot/#46b7ecf77a14
[2] http://www.digitaljournal.com/business/electronic-shelf-labels-developed-with-wireless-power/article/529825
[1] https://www.elevatedethics.com.au/
[1] https://www.mckinsey.com/business-functions/marketing-and-sales/our-insights/what-singles-day-can-tell-us-about-how-retail-is-changing-in-china?utm_source=facebook.com/StartupNewsAsia
[1] https://twitter.com/re_tech_io/status/1087649544882532357
[1] https://business.lesechos.fr/directions-marketing/communication/publicite/0600489356347-le-prospectus-resiste-a-la-vague-digitale-326334.php#Xtor=AD-6000
[1] https://secure.campaigner.com/CSB/Public/archive.aspx?args=MzIwMTk4MjY%3D&acc=NjU5OTU%3D

Top URLs in Tweet in G7:
[11] https://almujarad.ae/
[10] http://MarcRudov.com
[10] http://brandisdestiny.com/
[2] https://www.digitalcommerce360.com/2019/01/15/why-all-data-breaches-pose-a-threat-to-retailers-customer-experience/
[2] https://twitter.com/adamson/status/1089775585843392512
[2] https://twitter.com/davidasinclair/status/1091529443670020096
[2] https://cloudtweaks.com/2016/11/beacons-flopped-theyre-flourish/
[1] https://www.foxbusiness.com/retail/sears-2-0-is-j-c-penney-next
[1] http://marcrudov.com/Services/
[1] http://InBrandWeTrust.com

Top URLs in Tweet in G8:
[7] https://www.businessoffashion.com/articles/opinion/is-surveillance-the-future-of-service
[4] https://chargeitspot.com/top-retail-tech-influencers-to-follow-on-twitter-in-2019/
[4] https://event.webcasts.com/starthere.jsp?ei=1226811&tp_key=2a2e958087&sti=social
[3] https://risnews.com/10-most-admired-retailers-2019?ajs_uid=6577H0150145A3A&oly_enc_id=6577H0150145A3A&ajs_trait_oebid=5235H5701912B7O
[3] https://risnews.com/supply-chain-management-keeping-demand
[2] https://www.forbes.com/sites/richardkestenbaum/2019/02/04/retail-technology-nrf-oracle-barneys-zebra-technologies-columbus-consulting-infor-steve-sadove-true-fit-revolve-group/#5486da696399
[2] http://blog.wide-eyes.it/2019/01/21/ai-fashion-store-of-the-future/
[2] https://www.chutegerdeman.com/lush-makes-a-splash-with-a-tech-focused-concept/
[2] https://risnews.com/cultivating-super-associate
[2] https://risnews.com/16th-annual-store-experience-study-2019-doubling-down-transformation

Top URLs in Tweet in G9:
[4] https://comarketing-news.fr/ce-que-les-enseignes-doivent-savoir-sur-le-smart-phygital/
[2] https://www.lsa-conso.fr/le-francais-contentsquare-leve-60-millions-de-dollars-pour-booster-l-optimisation-de-l-ux,309416
[2] https://www.frenchweb.fr/appel-a-candidatures-retailtech-challenge-innovation-par-gocad-services/345398
[1] https://www.usine-digitale.fr/article/cdiscount-lance-un-deuxieme-incubateur-pour-les-startups-orientees-data-ou-marketing.N802755
[1] https://www.lsa-conso.fr/retail-tech/
[1] https://astrolabs.com/greenhouse/
[1] https://idakt.com/blog/2019/02/05/agence-de-conseil-en-merchandising-lyonnaise/
[1] https://www.frenchweb.fr/72-millions-deuros-pour-la-solution-de-digitalisation-du-point-de-vente-wynd/344630
[1] https://www.ladn.eu/adn-business/digital/community-management/retail-la-start-potion-social-leve-un-million-deuros/
[1] http://ac-franchise.com/article/carrefour-teste-un-nouveau-concept-de-magasin-hautement-automatise-4595

Top Domains
Top Domains in Tweet in Entire Graph:
[144] twitter.com
[60] forbes.com
[59] nodexlgraphgallery.org
[55] retailtechinnovationhub.com
[44] co.uk
[42] visualcapitalist.com
[36] medium.com
[28] retailcustomerexperience.com
[25] lnkd.in
[25] dy.si

Top Domains in Tweet in G1:
[35] visualcapitalist.com
[13] fashnerd.com
[12] nodexlgraphgallery.org
[10] twitter.com
[7] forbes.com
[5] microsoft.com
[2] techcrunch.com
[2] wwd.com
[1] pwc.com
[1] technologyreview.com

Top Domains in Tweet in G2:
[49] twitter.com
[37] forbes.com
[32] medium.com
[27] retailcustomerexperience.com
[20] retaildive.com
[19] co.uk
[18] dy.si
[16] nadimo.com
[11] buff.ly
[11] fortune.com

Top Domains in Tweet in G3:
[44] retailtechinnovationhub.com
[38] nodexlgraphgallery.org
[8] forbes.com
[8] twitter.com
[7] pymnts.com
[4] visualcapitalist.com
[4] accustore.com
[3] co.uk
[3] youtube.com
[1] cbinsights.com

Top Domains in Tweet in G4:
[2] nodexlgraphgallery.org
[2] eber.co
[1] xarista.io
[1] co.uk
[1] vendhq.com
[1] retailcustomerexperience.com
[1] twitter.com

Top Domains in Tweet in G5:
[6] twitter.com
[2] informationweek.com
[2] cxoherald.com
[1] medium.com
[1] networkworld.com
[1] indiatimes.com

Top Domains in Tweet in G6:
[18] lnkd.in
[11] twitter.com
[6] co.uk
[6] dy.si
[5] forbes.com
[4] pardot.com
[4] paygopos.com
[3] yarr.tv
[3] compucom.com
[3] instagram.com

Top Domains in Tweet in G7:
[31] twitter.com
[13] marcrudov.com
[11] almujarad.ae
[10] brandisdestiny.com
[2] digitalcommerce360.com
[2] cloudtweaks.com
[2] bbc.com
[1] foxbusiness.com
[1] inbrandwetrust.com
[1] deadline.com

Top Domains in Tweet in G8:
[15] risnews.com
[7] businessoffashion.com
[4] chargeitspot.com
[4] webcasts.com
[3] twitter.com
[2] forbes.com
[2] wide-eyes.it
[2] chutegerdeman.com
[2] okt.to
[1] stylus.com

Top Domains in Tweet in G9:
[4] lsa-conso.fr
[4] comarketing-news.fr
[3] frenchweb.fr
[1] usine-digitale.fr
[1] astrolabs.com
[1] idakt.com
[1] ladn.eu
[1] ac-franchise.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3538] retailtech
[1989] ai
[1311] iot
[1307] robotics
[1223] tech
[1180] retail
[948] innovation
[623] robots
[571] ar
[460] fintech



Top Hashtags in Tweet in G1:
[860] retailtech
[742] ai
[444] iot
[374] robotics
[303] retail
[233] tech
[233] fintech
[226] ar
[184] amazon
[158] robots

Top Hashtags in Tweet in G2:
[638] retailtech
[290] retail
[94] ai
[92] ecommerce
[73] nrf2019
[62] omnichannel
[52] tech
[52] blockchain
[51] iot
[49] technology

Top Hashtags in Tweet in G3:
[703] retailtech
[519] ai
[424] robotics
[297] tech
[276] iot
[224] robots
[205] innovation
[163] retail
[154] logistics
[124] ar

Top Hashtags in Tweet in G4:
[377] innovation
[367] tech
[319] iot
[250] robotics
[189] retailtech
[163] ai
[159] robots
[152] future
[130] home
[93] automation

Top Hashtags in Tweet in G5:
[319] retailtech
[292] ai
[146] robotics
[120] logistics
[97] iot
[87] tech
[79] supplychain
[75] artificialintelligence
[58] autonomousvehicles
[52] selfdriving

Top Hashtags in Tweet in G6:
[164] retailtech
[63] retail
[20] ai
[16] technology
[12] customerexperience
[10] ecommerce
[9] retailers
[9] iot
[9] ar
[8] nrf2019

Top Hashtags in Tweet in G7:
[194] retailtech
[112] retail
[100] fintech
[99] tech
[96] marketing
[96] ai
[84] leadership
[73] iot
[70] ceo
[70] cxo

Top Hashtags in Tweet in G8:
[83] retailtech
[50] retail
[17] nrf2019
[16] ar
[13] ai
[13] iot
[9] webinar
[7] augmentedreality
[7] warbyparker
[6] fashion

Top Hashtags in Tweet in G9:
[30] retailtech
[17] retail
[17] nrf2019
[11] customerexperience
[10] startup
[10] cx
[9] evankirstel
[9] retailrealtalk
[3] logistique
[3] supplychain

Top Hashtags in Tweet in G10:
[63] innovation
[61] tech
[46] design
[45] bicycle
[45] retailtech
[43] engineering
[42] bike
[42] transportation
[16] iot
[15] robotics

Top Words
Top Words in Tweet in Entire Graph:
[2752] Words in Sentiment List#1: Positive
[473] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[93481] Non-categorized Words
[96706] Total Words
[3539] retailtech
[2048] ai
[1595] retail
[1333] tech
[1326] iot

Top Words in Tweet in G1:
[860] retailtech
[745] ai
[457] jblefevre60
[444] iot
[390] evankirstel
[374] robotics
[324] retail
[290] paula_piccard
[256] robots
[249] ipfconline1

Top Words in Tweet in G2:
[638] retailtech
[483] retail
[132] technology
[113] ai
[111] tech
[108] ecommerce
[108] retailers
[100] store
[89] s
[83] future

Top Words in Tweet in G3:
[703] retailtech
[535] ai
[424] robotics
[371] robots
[306] tech
[276] iot
[206] innovation
[189] retail
[189] paula_piccard
[171] warehouse

Top Words in Tweet in G4:
[380] pbalakrishnarao
[378] innovation
[367] tech
[319] iot
[250] robotics
[189] retailtech
[176] robots
[163] ai
[161] future
[130] home

Top Words in Tweet in G5:
[319] retailtech
[292] ai
[197] julez_norton
[153] robots
[146] robotics
[130] grocery
[120] logistics
[97] iot
[87] tech
[85] store

Top Words in Tweet in G6:
[165] retailtech
[97] retail
[33] retailers
[31] technology
[25] ai
[15] more
[13] customer
[12] new
[12] customerexperience
[12] 2019

Top Words in Tweet in G7:
[194] retailtech
[144] retail
[104] tech
[100] fintech
[100] marketing
[98] ai
[84] leadership
[79] startups
[73] media
[73] iot

Top Words in Tweet in G8:
[83] retailtech
[66] retail
[30] evankirstel
[25] up
[22] ar
[17] big
[17] nrf2019
[17] s
[17] missed
[15] risnewsinsights

Top Words in Tweet in G9:
[30] retailtech
[17] retail
[17] nrf2019
[11] à
[11] customerexperience
[10] et
[10] startup
[10] cx
[9] evankirstel
[9] future

Top Words in Tweet in G10:
[63] innovation
[61] tech
[47] bicycle
[46] design
[45] retailtech
[43] engineering
[42] unfolds
[42] turn
[42] cargo
[42] bike

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[570] tech,iot
[377] future,retail
[371] ai,retailtech
[319] retail,retailtech
[279] robotics,retailtech
[279] iot,retailtech
[269] iot,ai
[265] innovation,robotics
[262] robots,working
[233] robotics,tech

Top Word Pairs in Tweet in G1:
[227] iot,retailtech
[196] future,retail
[170] powered,ai
[170] ai,ar
[169] retail,powered
[169] ar,iot
[160] evankirstel,ipfconline1
[156] ai,retailtech
[133] pff19,bnppevent
[123] ai,robotics

Top Word Pairs in Tweet in G2:
[110] retail,retailtech
[42] check,out
[39] future,retail
[23] retail,technology
[22] learn,more
[21] retail,tech
[21] cx,retailtech
[21] podcast,generational
[21] generational,loyalty
[21] loyalty,ecommerce

Top Word Pairs in Tweet in G3:
[151] robots,working
[122] robotics,retailtech
[120] amazon's,warehouse
[120] warehouse,robots
[120] working,soon
[120] soon,hit
[120] hit,'order'
[120] 'order',button
[119] button,robotics
[114] retailtech,ai

Top Word Pairs in Tweet in G4:
[306] tech,iot
[151] innovation,robotics
[127] robotics,tech
[105] iot,ai
[96] innovation,tech
[77] ai,retailtech
[67] innovation,ar
[67] ar,vr
[66] augmentedreality,change
[66] change,computer

Top Word Pairs in Tweet in G5:
[94] retailtech,logistics
[81] logistics,robotics
[81] robotics,ai
[79] conveyor,belt
[79] belt,omnidirectional
[79] omnidirectional,change
[79] change,shape
[79] shape,size
[79] size,supplychain
[79] supplychain,retailtech

Top Word Pairs in Tweet in G6:
[21] retail,retailtech
[8] retailtech,retail
[6] future,retail
[6] customerexperience,retailtech
[5] gt,gt
[5] retail,technology
[4] retailtech,cx
[4] check,out
[4] retail,landscape
[4] retailtech,bopis

Top Word Pairs in Tweet in G7:
[71] fintech,retailtech
[70] ceo,cxo
[70] cxo,radio
[70] radio,tv
[70] tv,csuite
[70] csuite,vc
[70] vc,privateequity
[70] privateequity,media
[70] media,fintech
[70] retailtech,corpgov

Top Word Pairs in Tweet in G8:
[30] retail,retailtech
[11] nrf,big
[11] big,show
[11] catch,up
[9] up,missed
[9] missed,nrf2019
[9] take,deep
[9] deep,dive
[8] hottest,trends
[7] evankirstel,warby

Top Word Pairs in Tweet in G9:
[9] evankirstel,future
[9] future,retail
[9] retail,display
[9] display,nrf2019
[9] nrf2019,customerexperience
[9] customerexperience,retailrealtalk
[9] retailrealtalk,cx
[9] cx,retailtech
[8] retailtech,nrf2019
[6] retailtech,startup

Top Word Pairs in Tweet in G10:
[43] engineering,design
[42] bicycle,innovation
[42] innovation,unfolds
[42] unfolds,turn
[42] turn,cargo
[42] cargo,bike
[42] bike,tech
[42] tech,engineering
[42] design,transportation
[42] transportation,retailtech

Top Replied-To
Top Replied-To in Entire Graph:
@nrfbigshow
@aneeshnair
@msretail
@amazon
@rtouchpoints
@groupecarrefour
@arstechnica
@sunriseraas
@usnavy
@adidas

Top Replied-To in G2:
@nrfbigshow
@aneeshnair
@rtouchpoints
@usnavy
@essretail
@marksandspencer
@jacktator
@biztechmagazine
@amazon

Top Replied-To in G3:
@adidas
@johnkoetsier
@amazon
@rtih_retailtech

Top Replied-To in G4:
@upmarketry

Top Replied-To in G8:
@dez_blanchfield
@smulpuru

Top Replied-To in G9:
@groupecarrefour

Top Mentioned
Top Mentioned in Entire Graph:
@pbalakrishnarao
@jblefevre60
@evankirstel
@paula_piccard
@julez_norton
@ipfconline1
@diioannid
@fashnerd
@mvollmer1
@rajat_shrimal

Top Mentioned in G1:
@jblefevre60
@evankirstel
@paula_piccard
@ipfconline1
@pbalakrishnarao
@fashnerd
@diioannid
@spirosmargaris
@sal
@julez_norton

Top Mentioned in G2:
@cstorenews_
@perchexperience
@forbes
@trevorsumner
@retexperience
@vladobotsvadze
@glasheenjasmin1
@evankirstel
@retaildive
@walmartlabsind

Top Mentioned in G3:
@paula_piccard
@pbalakrishnarao
@jblefevre60
@evankirstel
@mvollmer1
@rajat_shrimal
@rtih_retailtech
@julez_norton
@frronconi
@chboursin

Top Mentioned in G4:
@pbalakrishnarao
@julez_norton
@jblefevre60
@paula_piccard
@mclynd
@mikequindazzi
@diioannid
@grattonboy
@gvalan
@dinisguarda

Top Mentioned in G5:
@julez_norton
@harbrimah
@paula_piccard
@mikequindazzi
@pbalakrishnarao
@jblefevre60
@ronald_va
@mvollmer1
@chboursin

Top Mentioned in G6:
@pulsemgtukltd
@enlumeinc
@bamitav
@timsandle

Top Mentioned in G7:
@vladobotsvadze
@marcrudov
@hayekgaby
@jblefevre60
@pbalakrishnarao
@nfl
@yetillc
@mikequindazzi
@almujaradd
@julez_norton

Top Mentioned in G8:
@evankirstel
@risnewsinsights
@retailprophet
@joeskorupa
@nikkibaird
@jordanrcrook
@techreview
@gregbuzek
@worksmithinc
@aptos_retail

Top Mentioned in G9:
@chardenona
@comarketingnews
@contentsquare
@luckycart
@celect
@akeneopim
@marcrudov
@astrolabsme
@frenchweb
@cdiscount

Top Mentioned in G10:
@nathealings
@pbalakrishnarao
@mikequindazzi
@mclynd
@diioannid
@grattonboy
@alvinfoo
@rtehrani
@gvalan
@ssc_mag

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@arkangelscrap
@cowboyscifibot
@piyuanker12
@jurylady5
@sectest9
@nosqldigest
@lopezgovlaw
@deejayiwan
@edinburghwatch

Top Tweeters in G1:
@jornalistavitor
@sectest9
@deejayiwan
@evankirstel
@fintechna
@biconnections
@marshacollier
@calcaware
@entwistletx
@timothy_hughes

Top Tweeters in G2:
@ottlegalrebels
@businessinsider
@walmart
@billnigh
@chidambara09
@marksandspencer
@usatoday
@compellingsites
@wsj
@cnbc

Top Tweeters in G3:
@arkangelscrap
@mcdonalds
@jj_angelus
@gvalan
@nancyrubin
@justeatuk
@mjoehlerich
@janecharlotte11
@asos
@poppenreport

Top Tweeters in G4:
@cftc10
@akwyz
@mercyfajarinaj
@meghanmbiro
@parvez1
@vanalich
@londonnetworker
@cyndieannett
@acertijo
@tin_giun

Top Tweeters in G5:
@jurylady5
@jeffbullas
@sydsalesman
@sallykwitt
@stuartsimon
@kuriharan
@julienramauge
@2601manish
@mediapython
@michaelpurvis64

Top Tweeters in G6:
@bamitav
@andrew_campling
@advancingretail
@timsandle
@carribugbee
@ariegoldshlager
@bibitabibi
@lance_edelman
@cpittis
@keeswolters

Top Tweeters in G7:
@cowboyscifibot
@nosqldigest
@lopezgovlaw
@hackerslist
@ham_gretsky
@foxbusiness
@nfl
@ashot_
@terzima
@btptechsearch

Top Tweeters in G8:
@piyuanker12
@richsimmondsza
@lushcosmetics
@eutopean
@colorstreamedia
@padididit
@thehipposhoe
@lowes
@dez_blanchfield
@techreview

Top Tweeters in G9:
@cdiscount
@frenchweb
@investordeals13
@startupbulletin
@teamofindore
@lsaconsommation
@ladn_eu
@obs_commedia
@canaanpartners
@groupecarrefour

Top Tweeters in G10:
@grattonboy
@grattongirl
@nathealings
@mrshdc
@hrdigitalbe
@rcourteau
@amiv2
@e_nterdiscipl
@mediaadgroup
@patricksnet