#retailtech, Twitter, 6/14/2019 12:53:24 PM, 199934


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#retailtech_2019-06-13_23-21-00.xlsx
#retailtech_2019-06-13_23-21-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 14, 2019
Short Description:
#retailtech via NodeXL http://bit.ly/2XK7zNW
@unishopit
@rtih_retailtech
@santchiweb
@vladobotsvadze
@pbalakrishnarao
@nathealings
@walmart
@tycoretailnews
@harbrimah
@prestaclubnet

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

Description:
Description
The graph represents a network of 1,574 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 Friday, 14 June 2019 at 06:21 UTC.

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

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 23-minute period from Friday, 31 May 2019 at 00:06 UTC to Thursday, 13 June 2019 at 23:30 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 : 1574
Unique Edges : 1934
Edges With Duplicates : 1360
Total Edges : 3294
Number of Edge Types : 3
Mentions : 2650
Tweet : 623
Replies to : 21
Self-Loops : 623
Reciprocated Vertex Pair Ratio : 0.038164002062919
Reciprocated Edge Ratio : 0.0735221063089916
Connected Components : 272
Single-Vertex Connected Components : 149
Maximum Vertices in a Connected Component : 994
Maximum Edges in a Connected Component : 2486
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.705552
Graph Density : 0.000813037026505896
Modularity : 0.575085
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[26] https://www.myfrugalbusiness.com/2019/06/ai-future-retail-artificial-intelligence.html
[19] https://blog.treasuredata.com/blog/2019/03/20/vr-ar-and-mass-personalization-how-far-must-retail-go-to-reinvent-itself/
[18] http://r.socialstudio.radian6.com/08f68a86-f87f-4520-ab82-fdcd1ec538e9
[17] https://www.myfrugalbusiness.com/2019/02/point-of-sales-pos-system-data-market-retail-ecommerce-biz.html
[15] https://palcodas.com/
[13] http://www.bidooh.com/news/facial-analysis-or-facial-recognition-whats-the-difference.html
[12] https://www.helpnetsecurity.com/2019/06/10/devsecops-readiness/
[11] https://blog.chirp.io/send-encrypted-data-with-chirp/?twitter=@aneeshnair
[11] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Frole-of-machine-learning-in-redefining-retail-banking-17796d350d9e
[10] https://twitter.com/aneeshnair/status/1136129531495014400

Top URLs in Tweet in G1:
[6] https://www.simpliv.com/gamedesign/python-graphics-programming-and-game-development
[4] https://www.simpliv.com/webdesign/beginner-wordpress-website-design-and-wordpress-development
[1] https://twitter.com/Nathealings/status/1139135644926652417
[1] https://www.fpcfreshtalkdaily.co.uk/single-post/2019/06/03/Exclusive-Three-ways-innovation-is-set-to-transform-the-fresh-produce-supply-chain
[1] https://www.elcomcms.com/client-showcase/forty-winks?utm_campaign=Case%20Studies&utm_content=91414029&utm_medium=social&utm_source=twitter&hss_channel=tw-22871495
[1] https://lnkd.in/gWRt_jp
[1] https://lnkd.in/gQccTBx
[1] https://fashionista.com/2019/06/entrupy-luxury-handbag-authentication
[1] https://twitter.com/OsramCOM/status/1136578729126309889
[1] https://pos.li/2c8lmp

Top URLs in Tweet in G3:
[15] https://blog.treasuredata.com/blog/2019/03/20/vr-ar-and-mass-personalization-how-far-must-retail-go-to-reinvent-itself/
[7] https://taskletfactory.com/en/industries/retail
[7] https://solutions.advancingretail.org/retailtomorrow-foodcity-july15/
[5] https://www.forbes.com/sites/christopherwalton/2019/06/02/sams-club-may-be-the-most-innovative-retailer-in-america-not-named-amazon/
[4] https://www.coindesk.com/retail-giant-target-is-working-on-a-blockchain-for-supply-chains
[4] https://www.winsightgrocerybusiness.com/technology/computer-vision-firms-focus-food-retail
[3] https://www.essentialretail.com/news/matalan-sales-rise-after-year-of
[3] https://www.slideshare.net/venturescanner/retail-technology-q1-2019-report-highlights
[3] https://www.venturescanner.com/blog/2019/retail-technology-average-funding-experiences-exponential-growth
[3] https://taskletfactory.com/wp-content/uploads/2019/03/Hardware-Recommendations-v1.0.pdf

Top URLs in Tweet in G2:
[4] http://www.bidooh.com/news/facial-analysis-or-facial-recognition-whats-the-difference.html
[4] https://www.retaildive.com/news/the-connected-retail-building-why-now/555173/#futureofretail
[3] https://taskletfactory.com/en/industries/retail
[3] https://www.computerweekly.com/feature/How-retail-store-technology-is-filling-the-imagination-gap
[3] https://pipecandy.com/retail-ecommerce-news-trends/?utm_source=Retail
[3] news&utm_campaign=pipecandy
[2] https://blog.treasuredata.com/blog/2019/03/20/vr-ar-and-mass-personalization-how-far-must-retail-go-to-reinvent-itself/
[2] https://www.thevelvetprinciple.com/blog/whats-so-great-about-online-shopping-anyway/
[2] https://twitter.com/aneeshnair/status/1136129531495014400
[2] https://blog.chirp.io/send-encrypted-data-with-chirp/?twitter=@aneeshnair

Top URLs in Tweet in G4:
[11] https://www.helpnetsecurity.com/2019/06/10/devsecops-readiness/
[2] https://retailtechinnovationhub.com/home/2019/6/12/10-more-big-retail-tech-plays-in-2019
[2] https://retailtechinnovationhub.com/home/2019/5/14/six-retailers-that-are-so-innovative-right-now
[2] https://retailtechinnovationhub.com/home/2019/6/6/retailers-vulnerable-to-security-threats-by-failing-to-grasp-devsecops-claranet
[2] https://www.adyen.com/landing/online/uk/2019/RetailCampaign/report?utm_medium=Social&utm_source=Twitter&utm_campaign=Retail%20Report%20(Retail%20Technology%20Innovation%20Hub)%20-%20UK%20-%202019.05&utm_content=Asset%203
[2] https://www.adyen.com/landing/online/uk/2019/RetailCampaign/report?utm_medium=Social&utm_source=Twitter&utm_campaign=Retail%20Report%20(Retail%20Technology%20Innovation%20Hub)%20-%20UK%20-%202019.05&utm_content=Asset%204
[2] https://retailtechinnovationhub.com/home/2019/6/6/amazon
[2] https://retailtechinnovationhub.com/home/2019/6/8/sainsburys-tests-out-reverse-vending-recycling-trial
[2] http://tweetedtimes.com/v/12316
[1] https://retailtechinnovationhub.com/home/2019/6/11/retailexpo-research-brits-blast-online-delivery-offerings

Top URLs in Tweet in G5:
[3] https://techcrunch.com/2018/08/31/goo
[2] http://www.reddit.com/r/dataisbeauti
[1] https://shoppermarketingmag.com/7-eleven-reeses-create-loyalty-program
[1] https://patch.com/pennsylvania/r
[1] https://twitter.com/cstorenews_/status/1097647245170802690/video/1
[1] https://www.ingenta.com/products/retailers-platform-to-manage-supplier-advertising-bids/
[1] https://www.essentialretail.com/news/niketown-unveils-techenabled/

Top URLs in Tweet in G6:
[7] https://blog.chirp.io/send-encrypted-data-with-chirp/?twitter=@aneeshnair
[6] https://twitter.com/aneeshnair/status/1136129531495014400
[4] http://po.st/scms/OrMCe04Lcp0lOFmbgjygtujeXvsOC1_DnZsFe04L/ac3Wb9
[3] https://twitter.com/uipath/status/1135440984056246272
[3] http://globalshop19.nvytes.co/gsinvite19/EXIV802756.html
[2] http://r.socialstudio.radian6.com/08f68a86-f87f-4520-ab82-fdcd1ec538e9
[2] https://www.accustore.com/4-ways-store-intelligence-drives-results-for-auto-parts-retailers/?utm_source=twitter&utm_medium=social&utm_campaign=blog-article
[2] https://digiday.com/retail/walmart-building-tech-team-take-amazon/
[2] http://www.start.euratechnologies.com/
[1] https://www.helpnetsecurity.com/2019/06/10/devsecops-readiness/

Top URLs in Tweet in G7:
[10] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Frole-of-machine-learning-in-redefining-retail-banking-17796d350d9e
[5] https://app.quuu.co/r/gblblao
[5] https://medium.com/free-code-camp/creating-a-fashion-police-with-react-native-and-off-the-shelf-ai-78b606002aa1
[5] https://www.analyticsinsight.net/computer-vision-enhances-shopping-experience/
[3] https://blog.aeris.com/three-ways-iot-improves-restaurant-operations?utm_campaign=Aeris
[3] Vertical
[3] --
[3] Smart
[2] https://app.quuu.co/r/yaaopon
[2] Devices&utm_content=92649510&utm_medium=social&utm_source=twitter&hss_channel=tw-331765022

Top URLs in Tweet in G8:
[25] https://www.myfrugalbusiness.com/2019/06/ai-future-retail-artificial-intelligence.html
[16] https://www.myfrugalbusiness.com/2019/02/point-of-sales-pos-system-data-market-retail-ecommerce-biz.html
[8] https://www.forbes.com/sites/kimberlywhitler/2016/12/01/how-artificial-intelligence-is-changing-the-retail-experience-for-consumers/
[3] https://www.business.att.com/ins/36dbe237-7079-462f-a7e0-25eb201f52fb/
[3] http://snip.ly/nniwvb
[1] https://www.forbes.com/sites/nikkibaird/2019/06/09/blockchain-in-retail-2019-status-check/
[1] https://twitter.com/sstoesser/status/1136301899223851009

Top URLs in Tweet in G9:
[13] http://r.socialstudio.radian6.com/08f68a86-f87f-4520-ab82-fdcd1ec538e9
[1] https://dy.si/bJCEKK
[1] https://twitter.com/sheena2804/status/1136491669535285249
[1] https://dy.si/XCW5C
[1] https://dy.si/7U6Kc62

Top URLs in Tweet in G10:
[3] https://retailminded.com/4-technology-trends-that-are-empowering-small-businesses/
[1] https://blog.servicedock.com/3-tactics-ceos-use-to-improve-customer-experience-culture?utm_medium=social&utm_source=twitter
[1] https://www.retailcustomerexperience.com/articles/are-you-ready-for-ai-pioneers-share-their-insights/
[1] https://multichannelmerchant.com/operations/amazon-unveils-new-robotic-hybrid-drone-plane/
[1] https://www.retailtouchpoints.com/topics/omnichannel-cross-channel-strategies/two-paths-to-innovation-kroger-debuts-investment-firm-for-brands-lowe-s-acquires-analytics-tech
[1] https://www.retaildive.com/news/will-the-once-marvelous-department-store-ever-come-back/556460/
[1] https://www.tonydonofrio.com/blog/retail/the-three-next-wave-retail-growth-technologies.html

Top Domains
Top Domains in Tweet in Entire Graph:
[108] twitter.com
[65] retailtechinnovationhub.com
[44] myfrugalbusiness.com
[40] forbes.com
[28] co.uk
[27] zurl.co
[24] medium.com
[23] treasuredata.com
[20] radian6.com
[19] risnews.com

Top Domains in Tweet in G1:
[10] simpliv.com
[2] twitter.com
[2] lnkd.in
[1] co.uk
[1] elcomcms.com
[1] fashionista.com
[1] pos.li
[1] tweetedtimes.com

Top Domains in Tweet in G3:
[31] twitter.com
[19] treasuredata.com
[12] coresight.com
[10] taskletfactory.com
[7] forbes.com
[7] advancingretail.org
[6] medium.com
[5] coindesk.com
[5] winsightgrocerybusiness.com
[5] cio.com

Top Domains in Tweet in G2:
[18] twitter.com
[10] lnkd.in
[6] co.uk
[6] rplg.co
[5] pipecandy.com
[4] bidooh.com
[4] forbes.com
[4] storesmagazine-digital.com
[4] retaildive.com
[3] linkedin.com

Top Domains in Tweet in G4:
[63] retailtechinnovationhub.com
[11] helpnetsecurity.com
[5] adyen.com
[3] twitter.com
[3] bit.ly
[3] enterprisetalk.com
[2] techhq.com
[2] forbes.com
[2] chainstoreage.com
[2] tweetedtimes.com

Top Domains in Tweet in G5:
[3] techcrunch.com
[2] reddit.com
[1] shoppermarketingmag.com
[1] patch.com
[1] twitter.com
[1] ingenta.com
[1] essentialretail.com

Top Domains in Tweet in G6:
[9] twitter.com
[7] po.st
[7] accustore.com
[7] chirp.io
[3] nvytes.co
[2] radian6.com
[2] digiday.com
[2] buffer.com
[2] cio.com
[2] youtube.com

Top Domains in Tweet in G7:
[15] medium.com
[9] quuu.co
[7] twitter.com
[5] aeris.com
[5] analyticsinsight.net
[1] myfrugalbusiness.com
[1] shuup.com
[1] vertical-leap.uk
[1] radian6.com
[1] simpliv.com

Top Domains in Tweet in G8:
[41] myfrugalbusiness.com
[9] forbes.com
[3] att.com
[3] snip.ly
[1] twitter.com

Top Domains in Tweet in G9:
[13] radian6.com
[3] dy.si
[1] twitter.com

Top Domains in Tweet in G10:
[3] retailminded.com
[1] servicedock.com
[1] retailcustomerexperience.com
[1] multichannelmerchant.com
[1] retailtouchpoints.com
[1] retaildive.com
[1] tonydonofrio.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1401] retailtech
[580] retail
[507] ai
[301] iot
[220] innovation
[206] ecommerce
[206] tech
[185] robotics
[150] robots
[124] robot



Top Hashtags in Tweet in G1:
[234] ai
[213] iot
[165] robotics
[150] innovation
[145] retailtech
[133] robots
[115] robot
[110] tech
[90] warehouse
[68] artificialintelligence

Top Hashtags in Tweet in G3:
[210] retailtech
[49] retail
[26] ecommerce
[23] aneeshnair
[20] erp
[18] ar
[17] retailerp
[16] cio
[15] cdo
[14] vr

Top Hashtags in Tweet in G2:
[185] retailtech
[65] retail
[29] ecommerce
[18] customerexperience
[13] retailers
[12] ar
[11] ai
[11] futureofretail
[9] technology
[9] shopping

Top Hashtags in Tweet in G4:
[144] retailtech
[62] retailtechnology
[38] ecommerce
[35] payments
[18] retail
[15] blockchain
[11] mobilepayments
[8] retailexpo20
[7] customerexperience
[7] retaildesign

Top Hashtags in Tweet in G5:
[95] retail
[88] ai
[22] iot
[17] retailtech
[14] digitaltransformation
[14] tech
[10] ecommerce
[9] marketing
[7] fmcg
[5] ar

Top Hashtags in Tweet in G6:
[45] retailtech
[37] retail
[27] data
[18] ai
[15] iot
[13] automation
[13] commerce
[13] encrypted
[13] chirp
[13] sound

Top Hashtags in Tweet in G7:
[52] ai
[40] retailtech
[29] machinelearning
[28] innovation
[22] tech
[20] startup
[19] entrepreneur
[17] technology
[17] artificialintelligence
[17] iot

Top Hashtags in Tweet in G8:
[53] retail
[46] retailtech
[35] ai
[25] retailrow
[25] retailers
[16] pos
[16] ecommerce
[4] attretailtech
[3] digital
[3] payments

Top Hashtags in Tweet in G9:
[28] infographic
[8] retailtech
[8] ai
[7] digitaltransformation
[2] digital
[2] industry40
[2] innovation
[1] robot
[1] warehouse
[1] robotics

Top Hashtags in Tweet in G10:
[13] retailtech
[3] customerservice
[3] cx
[3] custserv
[2] retail
[2] retailnews

Top Words
Top Words in Tweet in Entire Graph:
[1732] Words in Sentiment List#1: Positive
[377] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[44805] Non-categorized Words
[46914] Total Words
[1398] #retailtech
[595] #retail
[480] #ai
[407] retail
[301] #iot

Top Words in Tweet in G1:
[213] #ai
[213] #iot
[165] #robotics
[150] #innovation
[145] #retailtech
[133] #robots
[115] #robot
[110] #tech
[90] evolved
[90] efficient

Top Words in Tweet in G3:
[209] #retailtech
[114] retail
[71] retailviva
[53] #retail
[40] technology
[31] t
[30] retailers
[28] tech
[28] more
[26] s

Top Words in Tweet in G2:
[185] #retailtech
[64] #retail
[53] retail
[30] more
[29] #ecommerce
[26] store
[24] s
[18] #customerexperience
[18] technology
[17] here

Top Words in Tweet in G4:
[147] #retailtech
[84] rtih_retailtech
[62] #retailtechnology
[39] retail
[38] retailers
[38] #ecommerce
[35] claranet
[35] #payments
[31] s
[24] store

Top Words in Tweet in G5:
[97] future
[95] #retail
[89] vladobotsvadze
[88] #ai
[88] 10
[86] personalized
[85] 1
[85] 2
[85] 3
[84] years

Top Words in Tweet in G6:
[45] #retailtech
[38] #retail
[27] #data
[26] aneeshnair
[20] machine
[17] #ai
[15] #iot
[14] les
[13] #automation
[13] #commerce

Top Words in Tweet in G7:
[52] #ai
[40] #retailtech
[28] #innovation
[26] retail
[22] #tech
[20] #machinelearning
[20] #startup
[19] #entrepreneur
[17] #technology
[17] #artificialintelligence

Top Words in Tweet in G8:
[53] #retail
[46] #retailtech
[35] #ai
[35] mikeschiemer
[31] retail
[29] future
[25] ai
[25] #retailrow
[25] #retailers
[22] #artificialintel

Top Words in Tweet in G9:
[28] smart
[28] shopping
[28] automation
[28] now
[28] more
[28] buzzword
[28] retail
[28] #infographic
[28] ht
[20] raconteur

Top Words in Tweet in G10:
[13] #retailtech
[6] looking
[6] insights
[6] thought
[6] leaders
[5] retail
[5] great
[5] article
[4] check
[4] out

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[169] #retail,#retailtech
[130] #ai,#retailtech
[125] #iot,#ai
[124] #innovation,#robotics
[124] #robotics,#robots
[97] future,#retail
[94] #robot,evolved
[94] evolved,efficient
[94] efficient,#warehouse
[94] #warehouse,worker

Top Word Pairs in Tweet in G1:
[118] #innovation,#robotics
[117] #robotics,#robots
[106] #ai,#retailtech
[105] #iot,#ai
[90] #robot,evolved
[90] evolved,efficient
[90] efficient,#warehouse
[90] #warehouse,worker
[90] worker,#innovation
[79] #robots,#iot

Top Word Pairs in Tweet in G3:
[23] #aneeshnair,#retailtech
[20] retailviva,retailviva
[19] https,t
[18] vr,ar
[18] ar,mass
[18] mass,personalization
[18] personalization,far
[18] far,retail
[18] retail,go
[18] go,reinvent

Top Word Pairs in Tweet in G2:
[28] #retail,#retailtech
[11] ð,ð
[8] #retailtech,#ecommerce
[6] #retailers,#retailtech
[6] #customerexperience,#retailtech
[6] retail,#retailtech
[5] facial,recognition
[5] interactive,displays
[5] https,t
[5] t,co

Top Word Pairs in Tweet in G4:
[31] #retailtech,#retailtechnology
[19] #ecommerce,#retailtech
[13] top,10
[12] #retailtech,#payments
[11] s,significant
[11] significant,disconnect
[11] disconnect,between
[11] between,devops
[11] devops,capabilities
[11] capabilities,devsecops

Top Word Pairs in Tweet in G5:
[88] vladobotsvadze,future
[86] future,#retail
[84] #retail,10
[84] 10,years
[84] years,now
[84] now,1
[84] 1,personalized
[84] personalized,offerings
[84] offerings,#ai
[84] #ai,2

Top Word Pairs in Tweet in G6:
[13] sending,#encrypted
[13] #encrypted,#data
[13] #data,#chirp
[13] #chirp,using
[13] using,#sound
[13] #sound,transfer
[13] transfer,data
[13] data,bring
[13] bring,unique
[13] unique,benefits

Top Word Pairs in Tweet in G7:
[19] #ai,#innovation
[19] #innovation,#tech
[17] #entrepreneur,#startup
[17] #startup,#ai
[15] #tech,#business
[11] #ai,#ml
[11] #walmart,taking
[11] taking,giant
[11] giant,leaps
[11] leaps,enabling

Top Word Pairs in Tweet in G8:
[27] future,retail
[25] ai,future
[25] retail,#retail
[25] #retail,#retailrow
[25] #retailrow,#retailtech
[25] #retailtech,#retailers
[25] #retailers,#ai
[22] mikeschiemer,ai
[22] #ai,#artificialintel
[16] 5,ways

Top Word Pairs in Tweet in G9:
[28] smart,shopping
[28] shopping,automation
[28] automation,now
[28] now,more
[28] more,buzzword
[28] buzzword,retail
[28] retail,#infographic
[28] #infographic,ht
[20] ht,raconteur
[20] raconteur,antgrasso

Top Word Pairs in Tweet in G10:
[6] thought,leaders
[4] insights,check
[4] check,out
[4] out,following
[4] following,thought
[4] leaders,theretaildoctor
[3] theretaildoctor,daphnehowland
[3] #customerservice,#cx
[3] #cx,#custserv
[3] #custserv,#retailtech

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pbalakrishnarao
@vladobotsvadze
@rtih_retailtech
@nathealings
@jblefevre60
@mikeschiemer
@claranet
@ronald_vanloon
@retailviva
@mclynd

Top Mentioned in G1:
@pbalakrishnarao
@nathealings
@jblefevre60
@ronald_vanloon
@mclynd
@mikequindazzi
@diioannid
@grattonboy
@dinisguarda
@gvalan

Top Mentioned in G3:
@retailviva
@treasuredata
@kumarchakilam
@infocomm
@coresightnews
@retail_tomorrow
@foodcity
@winsightgrocery
@retailinnovati1
@blooloop

Top Mentioned in G2:
@gustiecreative
@infopronetwork
@harborretail

Top Mentioned in G4:
@rtih_retailtech
@claranet
@adyen
@jispapp
@theretailexpo
@nearst
@sainsburys
@getzippin
@sainsburysnews
@amazon

Top Mentioned in G5:
@vladobotsvadze
@cstorenews_
@amazon
@nike
@estuate
@alibaba
@mcdonalds
@thehomedepot
@louisvuitton
@starbucks

Top Mentioned in G6:
@aneeshnair
@jornla
@uipath
@futurasciences
@vivatech
@pbalakrishnarao
@blanchemaille
@vladobotsvadze
@katyliddello2
@deepmagic_cc

Top Mentioned in G7:
@hayekgaby
@yourtechdiet
@tdatascience
@marcusborba
@rebaiegroup
@keen_ethics
@sellers_choice
@freecodecamp
@sentiencelab
@aerism2m

Top Mentioned in G8:
@mikeschiemer
@evankirstel
@nhollandpearce
@attbusiness

Top Mentioned in G9:
@raconteur
@antgrasso
@sheena2804
@wiprodigital
@salz_er
@deborah_hartung
@perdomojavier
@yenravc
@erkanguntore

Top Mentioned in G10:
@theretaildoctor
@daphnehowland
@shayservicedock
@tonycdonofrio
@retailminded
@laurenthomasx3
@byzakstambor
@retailwire
@christopherjanb
@nrfnews

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@nosqldigest
@evankirstel
@sainsburys
@chidambara09
@walmart
@mcdonalds
@aaroncuddeback
@business
@marksandspencer

Top Tweeters in G1:
@richsimmondsza
@mashable
@gvalan
@grattonboy
@grattongirl
@kuriharan
@gregbjenkins
@nathealings
@cristobalvega
@spirosmargaris

Top Tweeters in G3:
@business
@akwyz
@techcrunch
@iblacksheep
@leimer
@jimmyy_lee1
@psfk
@andrew_campling
@advancingretail
@blooloop

Top Tweeters in G2:
@infopronetwork
@petergorla
@amruthasuri
@jobinindia
@guest_posts_seo
@oakconsult
@sarkhotel
@girardmaxime33
@exasolag
@edvaldez8888

Top Tweeters in G4:
@sainsburys
@walmart
@marksandspencer
@morrisons
@yahoofinance
@waitrose
@nextofficial
@sephora
@yourstoryco
@target

Top Tweeters in G5:
@mcdonalds
@labeecee15
@starbucks
@foodmfguk
@cstorenews_
@vladobotsvadze
@msverde09
@ebiashidi
@lxmunoz
@nike

Top Tweeters in G6:
@santchiweb
@jeandoobs
@pardoe_ai
@netclubj1
@mastercard
@industryai
@cioonline
@icsc
@futurasciences
@sn_news

Top Tweeters in G7:
@nosqldigest
@chidambara09
@calcaware
@machinelearn_d
@dean_knows_tech
@develop_mobile
@jayeshmthakur
@machine_ml
@nvsdata
@startup_update_

Top Tweeters in G8:
@evankirstel
@andrewmorrisuk
@ucstrategies
@mikeschiemer
@bootstrapsbiz
@ifrugalfitness
@10dollarstartup
@digital_marktng
@officiallslblog
@computerserverz

Top Tweeters in G9:
@cleardiff
@antgrasso
@raconteur
@erkanguntore
@wiprodigital
@imhealthy_2015
@gssahni
@bzarkout
@humanswlord
@nittanb1

Top Tweeters in G10:
@wolfgin
@annettefranz
@retailminded
@jeanniecw
@retailwire
@theretaildoctor
@debbieszumylo
@christopherjanb
@pgreenbe
@nrfnews