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#retail_2019-03-14_00-15-50.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2019
Description:
Description
The graph represents a network of 3,475 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, 14 March 2019 at 07:16 UTC.

The requested start date was Thursday, 14 March 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 1-day, 12-hour, 57-minute period from Monday, 11 March 2019 at 19:04 UTC to Wednesday, 13 March 2019 at 08:01 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 : 3475
Unique Edges : 3362
Edges With Duplicates : 3077
Total Edges : 6439
Number of Edge Types : 3
Mentions : 2980
Tweet : 3420
Replies to : 39
Self-Loops : 3420
Reciprocated Vertex Pair Ratio : 0.0359739762724837
Reciprocated Edge Ratio : 0.069449575175471
Connected Components : 1404
Single-Vertex Connected Components : 866
Maximum Vertices in a Connected Component : 759
Maximum Edges in a Connected Component : 1490
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.867028
Graph Density : 0.00022423511967628
Modularity : 0.488843
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[40] http://natsjobs.com/find-a-job
[16] http://www.dailyjobcuts.com
[14] https://www.myfrugalbusiness.com/2019/03/successful-inspiring-ecommerce-store-case-studies.html
[13] https://www.retaildive.com/news/10-top-retail-executives-on-the-state-of-the-industry/550021/
[12] http://neweragroup.co.uk/about/
[12] https://www.youtube.com/watch?v=qoFfOPTYLlM

[11] http://Qr.guru
[11] https://www.myfrugalbusiness.com/2018/08/social-media-pushing-fashion-influencer-marketing.html
[9] https://www.tompkinsinc.com/sclf
[9] http://www.dailyjobfix.com

Top URLs in Tweet in G1:
[40] http://natsjobs.com/find-a-job
[8] https://www.tompkinsinc.com/sclf
[7] https://www.retaildive.com/news/10-top-retail-executives-on-the-state-of-the-industry/550021/
[7] https://facebook.com/xlncfashion
[7] https://instagram.com/xlncfashion
[6] http://WWW.TRANSFER.DESIGN
[6] https://www.lmfasia.com/registration/
[5] https://www.fujitsu.com/emeia/solutions/industry/retail/eurocis
[5] https://www.facebook.com/otcerPH/
[4] https://marketing.global.fujitsu.com/retail_totalmanagedstore_inbound_en.html

Top URLs in Tweet in G2:
[4] https://thefinancialbrand.com/81519/voice-payments-nfc-contactless-cards/
[4] http://snip.ly/r166qj
[4] -
[3] https://www.scmp.com/tech/enterprises/article/2189566/alibaba-extends-new-retail-push-us693-million-investment-sto
[2] https://www.intellias.com/guide-to-mobile-wallets-apple-pay-google-pay-and-how-they-re-transforming-fintech/
[2] https://www.statista.com/chart/17307/paying-with-cash-europe/
[2] https://www.clickz.com/heres-how-ai-is-set-to-transform-the-digital-marketing-landscape/216156/
[1] https://mashable.com/article/tesla-keeps-stores-open/
[1] https://de.statista.com/infografik/15987/online-shopping-in-deutschland/
[1] https://www.supplychaindive.com/news/retail-packaging-waste/549669/

Top URLs in Tweet in G3:
[4] https://www.nytimes.com/2019/03/10/business/retail-stores-technology.html
[3] https://www.pymnts.com/news/retail/2019/mobile-point-of-sale-digital-payments/
[3] https://www.pymnts.com/news/retail/2019/department-store-customer-experience-traditional-tech/
[2] https://www.flow.io/blog/fuel-for-your-international-e-commerce-growth-key-elements-for-cross-border-sales/
[2] http://www.olapic.com/resources/overheard-shoptalk-4-key-trends-future-retail/?utm_source=twitter.com&utm_medium=social&utm_content=article&utm_campaign=shoptalk-2019-recap
[2] https://www.forbes.com/sites/blakemorgan/2019/03/04/the-20-best-examples-of-using-artificial-intelligence-for-retail-experiences/#78ced5344664
[2] https://www.viaempresa.cat/empresa/startups-protagonistes-rbewc_209996_102.html?utm_source=twitter
[2] https://www.forbes.com/sites/charlesrtaylor/2019/03/11/will-uber-become-major-retail-outlet-exploring-cargos-business-model/?linkId=64633183#1ddb418c2de2
[1] https://www.icsc.org/news-and-views/icsc-exchange/icsc-finds-over-half-of-americans-use-click-and-collect?utm_source=social&utm_medium=Twitter&utm_campaign=Research-Insights#.XIa3uN0KhaE.twitter
[1] https://dy.si/sJzTb

Top URLs in Tweet in G4:
[5] https://www.retaildive.com/news/10-top-retail-executives-on-the-state-of-the-industry/550021/
[3] http://www.cnn.com/2019/03/10/business/target-small-stores-new-york-los-angeles/index.html
[3] https://www.retaildive.com/news/is-home-goods-the-next-retail-sector-ripe-for-disruption/549941/
[2] https://adage.com/article/cmo-strategy/walmart-plunges-retail-future-bringing-vr-masses/316822/
[2] https://www.retailtouchpoints.com/topics/store-operations/only-23-of-retailers-leverage-in-store-ai-while-just-19-deploy-iot-devices#.XIa1PvZtMEI.twitter
[2] http://www.unifiedretailing.com/register/
[2] https://www.retaildive.com/news/10-top-retail-executives-on-the-state-of-the-industry/550021/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202019-03-12%20Retail%20Dive%20Newsletter%20%5Bissue:19844%5D&utm_term=Retail%20Dive
[2] https://www.cnet.com/news/at-home-in-my-hijab-how-the-internet-helped-me-embrace-modest-clothing/#ftag=COS-05-10aaa0j
[2] https://digiday.com/retail/levi-strauss-ipo-filing-annotated/
[2] https://www.retaildive.com/news/sephora-to-open-35-us-stores-in-2019/550208/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202019-03-11%20Retail%20Dive%20Newsletter%20%5Bissue:19822%5D&utm_term=Retail%20Dive

Top URLs in Tweet in G5:
[3] https://nrf.com/blog/5-women-making-major-impact-retail
[2] https://www.homeworldbusiness.com/ross-plans-100-store-openings-in-2019/#prettyPhoto
[2] https://seekingalpha.com/article/4247842-kroger-advantage-amazon-groceries
[1] https://www.homeworldbusiness.com/bed-bath-beyond-launches-new-home-brand/
[1] https://www.homeworldbusiness.com/kroger-q4-falls-short-as-earnings-slip/#prettyPhoto
[1] https://www.homeworldbusiness.com/icsc-retail-click-and-collect-programs-gain-with-consumers/#prettyPhoto
[1] https://www.homeworldbusiness.com/nrf-january-retail-sales-show-solid-gains/#prettyPhoto
[1] https://www.homeworldbusiness.com/nrf-import-levels-continue-to-grow-2/
[1] https://www.homeworldbusiness.com/report-amazon-asks-reactivated-vendors-to-support-brand-registry/#prettyPhoto
[1] https://www.homeworldbusiness.com/emson-files-lawsuit-against-tekno-products/#prettyPhoto

Top URLs in Tweet in G6:
[5] https://www.kudyunusbislar.com.ng/
[4] https://www.nzherald.co.nz/business/news/article.cfm?c_id=3&objectid=12212352
[2] https://www.youtube.com/watch?v=wAN8J7d-XoY

[2] https://acuvate.com/blog/infographic-key-questions-ai-powered-business-intelligence-can-answer-fmcg-executives/?utm_content=buffer4c608&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.afr.com/business/retail/first-pacific-loses-almost-400m-on-goodman-fielder-20190312-h1ca43
[2] https://www.afr.com/business/retail/kathmandu-customer-data-may-been-stolen-during-online-breach-20190313-h1cbnt
[2] https://www.afr.com/technology/shoes-of-prey-fund-investors-prepaid-five-years-of-management-fees-20190312-h1ca6y
[1] https://www.kelltontech.com/s4hana
[1] https://www.instagram.com/p/Bu8K6R_AxYc/
[1] https://www.uscybersecurity.net/use-tor-safely/

Top URLs in Tweet in G7:
[4] https://risnews.com/first-look-technology-behind-neiman-marcuss-new-retail-experience-new-yorks-hudson-yards
[3] http://www.retailprophet.com/why-paid-memberships-are-the-new-loyalty/?utm_content=buffercb2be&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.bloomberg.com/news/articles/2019-03-07/amazon-purges-suppliers-in-push-to-boost-e-commerce-profits
[2] https://zurl.co/IWXH
[2] https://nadimo.com/podcasts/2017/11/03/easily-understand-millenials-and-start-increasing-retail-profits/
[2] https://retailminded.com/continuous-change-in-consumer-demands-creates-risk-for-todays-retailers/
[2] http://www.adweek.com/?p=1013022
[2] https://zurl.co/5DzR
[2] https://www.apnews.com/5c01ffdd9fbb48639fc43bc376f501e4?utm_content=buffer56d20&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.retailwire.com/discussion/will-costcos-new-15-minimum-wage-hurt-or-benefit-the-chain/?utm_content=bufferfda6a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G8:
[6] https://www.indiafashionforum.in/events/india-fashion-forum-2019/
[3] https://www.linkedin.com/groups?home=&trk=anet_ug_hm&gid=4867620
[3] https://mydigitalweek.com/prochains-evenements-commerce-connecte-de-commerce-france-europe/
[2] https://www.scoop.it/topic/tendances-veille-marketing-communication-retail-luxe-consommateur-marque/p/4106220520/2019/03/13/les-retailers-veulent-surfer-sur-la-digitalisation-du-trade-marketing
[2] https://www.scoop.it/topic/tendances-veille-marketing-communication-retail-luxe-consommateur-marque/p/4106194432/2019/03/12/fidelite-le-mobile-change-tout
[2] https://labluxuryandretail.paris/interview-emotionnelle-de-jerome-monange-fondateur-du-lab-luxury-and-retail-par-patrice-laubignat/
[2] https://www.retailcustomerexperience.com/blogs/10-tips-for-creating-amazing-online-retail-customer-experiences/#.XIc3IonF2XA.twitter
[2] https://www.retailcustomerexperience.com/blogs/how-to-deliver-a-customer-experience-that-is-second-to-none/
[1] https://www.scoop.it/topic/tendances-veille-marketing-communication-retail-luxe-consommateur-marque/p/4106192806/2019/03/11/amazon-dash-c-est-fini-quels-usages-pour-les-boutons-connectes
[1] https://www.retailcustomerexperience.com/news/millennials-most-thoughtful-generation-yup-according-to-one-study/?utm_source=RCE&utm_medium=email&utm_campaign=EMNA&utm_content=2019-03-07#.XIK0gL7ffE4.twitter

Top URLs in Tweet in G9:
[4] http://congresoderetail.pe
[2] https://www.retailtechnologyreview.com/articles/2019/02/26/personalisation-is-the-key-for-retailers-to-improve-engagement-with-target-demographics/
[2] https://www.retailtechnologyreview.com/articles/2019/02/26/what-retail-tech-will-be-hot-this-year%E2%80%A6-are-you-betting-your-budget-on-the-right-trends/
[2] https://www.youtube.com/watch?v=oLedMqa_uGo

[2] Intelligence
[2] Daily
[1] https://www.retailtechnologyreview.com/articles/2019/03/05/smartphone-adoption-to-drive-ecommerce-activities-in-latin-america-to-2023,-says-globaldata/
[1] https://www.winedayboutique.com/posters.html
[1] https://goo.gl/MnA253
[1] https://goo.gl/873hnp

Top URLs in Tweet in G10:
[2] http://www.intelligentworld.institute/LandingPageUTM?SFLPId=a160Y000002E0yDQAS&utm_campaign=7010Y000000IgpkQAC
[1] https://www.microstrategy.com/us/resources/blog/bi-trends/2019-enterprise-analytics-trends-ai-strategies-become-a-necessity?utm_medium=unpaid-social&utm_source=twitter&utm_campaign=blog&utm_content=2019-enterprise-analytics-trends:-ai-strategies-become-a-necessity-type:blog-goal:dr&CID=701440000003oDLAAY
[1] https://thefinancialbrand.com/81519/voice-payments-nfc-contactless-cards/
[1] https://medium.com/forbes/the-20-best-examples-of-using-artificial-intelligence-for-retail-experiences-1636c6e0770d
[1] https://www.youtube.com/watch?v=QAoqdU7x5oo

[1] https://www.linkedin.com/pulse/drunk-bourboni-mean-branding-gregory-greg-rice/?published=t
[1] https://www.fool.com/investing/2019/03/11/amazon-is-cannibalizing-itself-with-third-party-sa.aspx

Top Domains
Top Domains in Tweet in Entire Graph:
[731] careerarc.com
[97] lnkd.in
[72] twitter.com
[71] co.uk
[64] natsjobs.com
[57] talkingretail.com
[57] forbes.com
[48] instagram.com
[48] retaildive.com
[44] myfrugalbusiness.com

Top Domains in Tweet in G1:
[586] careerarc.com
[64] natsjobs.com
[53] lnkd.in
[39] instagram.com
[23] twitter.com
[22] co.uk
[18] grupomercadeo.com
[17] facebook.com
[15] retaildive.com
[13] fujitsu.com

Top Domains in Tweet in G2:
[4] thefinancialbrand.com
[4] snip.ly
[3] statista.com
[3] scmp.com
[2] intellias.com
[2] clickz.com
[1] mashable.com
[1] supplychaindive.com
[1] dy.si
[1] largeur.com

Top Domains in Tweet in G3:
[16] forbes.com
[10] pymnts.com
[7] dy.si
[6] twitter.com
[5] nytimes.com
[4] produceretailer.com
[3] retaildive.com
[2] consumergoods.com
[2] flow.io
[2] olapic.com

Top Domains in Tweet in G4:
[20] retaildive.com
[6] digitalcommerce360.com
[5] digiday.com
[4] adage.com
[3] retailtouchpoints.com
[3] cnet.com
[3] cnn.com
[2] reuters.com
[2] unifiedretailing.com
[2] bizjournals.com

Top Domains in Tweet in G5:
[9] homeworldbusiness.com
[3] nrf.com
[3] co.uk
[2] com.au
[2] seekingalpha.com
[2] forbes.com
[1] luxurydaily.com
[1] emarketer.com
[1] rsrresearch.com
[1] readyforsocial.com

Top Domains in Tweet in G6:
[6] afr.com
[5] co.nz
[5] com.ng
[2] youtube.com
[2] retail-week.com
[2] acuvate.com
[1] kelltontech.com
[1] instagram.com
[1] uscybersecurity.net
[1] radian6.com

Top Domains in Tweet in G7:
[16] retailwire.com
[6] forbes.com
[6] zurl.co
[5] shoppingcenters.com
[4] risnews.com
[4] al.com
[4] cnbc.com
[3] retailprophet.com
[3] retailminded.com
[2] bloomberg.com

Top Domains in Tweet in G8:
[9] retailcustomerexperience.com
[6] indiafashionforum.in
[5] scoop.it
[3] linkedin.com
[3] mydigitalweek.com
[2] labluxuryandretail.paris
[1] ow.ly
[1] dy.si
[1] moodexperience.fr
[1] therobinreport.com

Top Domains in Tweet in G9:
[6] businessinsider.com
[5] retailtechnologyreview.com
[5] congresoderetail.pe
[3] goo.gl
[2] twitter.com
[2] clikhe.re
[2] forbes.com
[2] youtube.com
[2] cnbc.com
[1] winedayboutique.com

Top Domains in Tweet in G10:
[2] intelligentworld.institute
[1] microstrategy.com
[1] thefinancialbrand.com
[1] medium.com
[1] youtube.com
[1] linkedin.com
[1] fool.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4687] retail
[272] ecommerce
[233] ai
[119] shopping
[114] business
[98] marketing
[95] retailtech
[93] artificialintelligence
[82] sales
[75] deeplearning



Top Hashtags in Tweet in G1:
[2599] retail
[64] ecommerce
[64] newnatsjobs
[50] business
[42] sales
[40] anywhere
[37] inventory
[31] lego
[28] marketing
[24] fashion

Top Hashtags in Tweet in G2:
[83] ai
[65] retail
[54] artificialintelligence
[52] deeplearning
[43] shopping
[33] video
[33] foodtech
[26] automation
[24] ecommerce
[23] retailtech

Top Hashtags in Tweet in G3:
[93] retail
[10] shoptalk2019
[9] ecommerce
[8] freshproduce
[7] grocery
[6] pbemp
[6] innovation
[6] shoptalk19
[4] retailtech
[4] tech

Top Hashtags in Tweet in G4:
[74] retail
[13] ecommerce
[5] unifiedretailing
[5] conference
[4] tech
[4] vr
[4] cx
[4] walmart
[4] amazon
[4] brickandmortar

Top Hashtags in Tweet in G5:
[73] retail
[36] irigrowthsummit
[22] cpg
[20] grocery
[16] omnichannel
[16] rt
[15] cannabis
[10] mobile
[8] consumer
[8] ai

Top Hashtags in Tweet in G6:
[32] retail
[14] fmcg
[6] payment
[5] freshyo
[5] yoghurt
[5] shop
[5] delivery
[5] merchandising
[4] kathmandu
[4] databreach

Top Hashtags in Tweet in G7:
[73] retail
[5] employment
[5] wages
[4] ecommerce
[4] retailtech
[4] turnarounds
[4] trends
[4] offprice
[4] departmentstores
[4] rebranding

Top Hashtags in Tweet in G8:
[41] retail
[8] iff2019
[6] experienceclient
[6] fashion
[6] fashiontech
[6] retailtechnology
[6] fashionbusiness
[5] customerexperience
[4] ecommerce
[4] consumerbehavior

Top Hashtags in Tweet in G9:
[47] retail
[27] retailperú
[5] ecommerce
[5] online
[3] reinventingretail
[2] tecnologías
[2] accep
[2] china
[2] cnbcreports
[1] demographic

Top Hashtags in Tweet in G10:
[35] analytics
[34] ai
[9] retail
[9] digitaltransformation
[6] bigdata
[5] innovation
[5] marketing
[4] datascience
[3] mrx
[3] newmr

Top Words
Top Words in Tweet in Entire Graph:
[4133] Words in Sentiment List#1: Positive
[682] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[117110] Non-categorized Words
[121925] Total Words
[5483] retail
[1506] job
[1028] store
[919] link
[896] bio

Top Words in Tweet in G1:
[3043] retail
[1308] job
[859] link
[850] bio
[780] store
[736] click
[624] apply
[519] hiring
[461] see
[443] latest

Top Words in Tweet in G2:
[85] ai
[72] retail
[57] shopping
[54] artificialintelligence
[53] experience
[52] deeplearning
[51] easier
[50] system
[50] uses
[50] make

Top Words in Tweet in G3:
[112] retail
[27] retailers
[23] new
[22] forbes
[20] physical
[19] stores
[18] shoptalk
[15] touchpoints
[14] digital
[14] dead

Top Words in Tweet in G4:
[94] retail
[22] retaildive
[15] retailers
[14] ecommerce
[13] store
[12] conference
[10] new
[10] unifiedretailing
[9] amazon
[9] retailnext

Top Words in Tweet in G5:
[78] retail
[36] irigrowthsummit
[32] jimdudlicek
[30] iriworldwide
[22] grocery
[22] cpg
[16] omnichannel
[16] amazon
[16] cannabis
[16] pgrocer

Top Words in Tweet in G6:
[37] retail
[16] fmcg
[11] s
[10] delivery
[8] ironically
[8] best
[8] refrain
[8] torrenting
[8] using
[8] tor

Top Words in Tweet in G7:
[90] retail
[33] retailwire
[20] store
[17] s
[14] first
[13] amazon
[13] experience
[13] walmart
[11] brick
[10] stores

Top Words in Tweet in G8:
[51] retail
[19] les
[14] fashion
[10] sur
[10] s
[9] et
[8] à
[8] pour
[8] ceo
[8] iff2019

Top Words in Tweet in G9:
[52] retail
[27] retailperú
[21] seminariumperu
[14] sector
[13] más
[13] encuentro
[13] 13
[13] 14
[13] marzo
[10] importante

Top Words in Tweet in G10:
[39] ai
[38] analytics
[35] 2019
[32] prediction
[32] beyond
[32] transform
[32] industry
[32] both
[32] b2b
[32] b2c

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[895] link,bio
[565] click,link
[422] retail,job
[365] shift,supervisor
[288] see,latest
[280] check,out
[260] bio,apply
[247] cvs,health
[215] supervisor,store
[209] want,work

Top Word Pairs in Tweet in G1:
[850] link,bio
[534] click,link
[395] retail,job
[341] shift,supervisor
[270] see,latest
[248] bio,apply
[236] cvs,health
[210] check,out
[196] supervisor,store
[185] barista,store

Top Word Pairs in Tweet in G2:
[53] ai,artificialintelligence
[51] shopping,experience
[51] experience,easier
[50] system,uses
[50] uses,deeplearning
[50] deeplearning,make
[50] make,shopping
[33] easier,video
[33] video,ai
[33] artificialintelligence,foodtech

Top Word Pairs in Tweet in G3:
[9] forbes,retail
[8] physical,retail
[8] stores,see
[8] see,future
[8] future,without
[8] without,help
[8] help,ll
[8] ll,already
[8] already,data
[8] brick,mortar

Top Word Pairs in Tweet in G4:
[12] retaildive,retail
[7] 10,top
[7] top,retail
[7] retail,executives
[6] executives,state
[6] state,industry
[6] unifiedretailing,conference
[5] insight,commentary
[5] conference,4
[5] 4,april

Top Word Pairs in Tweet in G5:
[24] irigrowthsummit,retail
[18] retail,cpg
[16] pgrocer,jimdudlicek
[14] iriworldwide,irigrowthsummit
[12] retail,grocery
[11] cpg,omnichannel
[11] bdsanalytics,iriworldwide
[8] facebook's,post
[7] post,irigrowthsummit
[7] omnichannel,iriworldwide

Top Word Pairs in Tweet in G6:
[8] ironically,s
[8] s,best
[8] best,refrain
[8] refrain,torrenting
[8] torrenting,using
[8] using,tor
[8] tor,torrent
[8] torrent,traffic
[8] traffic,anonymous
[7] uscybermag,ironically

Top Word Pairs in Tweet in G7:
[14] retailwire,retail
[10] neiman,marcus
[8] marcus,s
[7] brick,mortar
[6] future,retail
[5] four,years
[5] years,ago
[5] ago,wrote
[5] wrote,piece
[5] piece,entitled

Top Word Pairs in Tweet in G8:
[6] register,now
[6] fashion,fashiontech
[6] fashiontech,retailtechnology
[6] retailtechnology,fashionbusiness
[6] fashionbusiness,retail
[5] l',experienceclient
[5] retail,general
[5] infor,retail
[4] jeromemonange,par
[4] par,plaubignat

Top Word Pairs in Tweet in G9:
[13] 13,14
[13] 14,marzo
[12] seminariumperu,retailperú
[12] sector,retail
[10] más,importante
[8] retailperú,según
[8] shopping,apps
[6] encuentro,más
[6] importante,sector
[5] nos,vemos

Top Word Pairs in Tweet in G10:
[32] analytics,prediction
[32] prediction,2019
[32] 2019,beyond
[32] beyond,ai
[32] ai,transform
[32] transform,industry
[32] industry,both
[32] both,b2b
[32] b2b,b2c
[32] b2c,sectors

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@microstrategy
@neweragroup2
@jimdudlicek
@iriworldwide
@ingliguori
@forbes
@retailwire
@mikeschiemer
@retaildive
@shoptalk

Top Mentioned in G1:
@trnsfr_design
@amytsawant
@mjpanchaljr
@egreen460
@raulsanchezgilo
@subastralinc
@avoninatlatlan1
@shirleyfrazier

Top Mentioned in G2:
@ingliguori
@mvollmer1
@chboursin
@mikequindazzi
@frronconi
@perdomojavier
@paula_piccard
@evankirstel
@alvinfoo
@wef

Top Mentioned in G3:
@forbes
@shoptalk
@soniaschechter
@kindra_tatarsky
@stevenpd
@nytimes
@produceretailer
@arvinjawa
@tonycdonofrio
@fmi_org

Top Mentioned in G4:
@retaildive
@retailnext
@digitalcomm360
@rtouchpoints
@adage
@digiday
@firstinsight
@dicks
@jansen_caroline
@carasalpini

Top Mentioned in G5:
@iriworldwide
@jimdudlicek
@pgrocer
@facebook
@bdsanalytics
@amazon
@kroger
@nrfnews
@natprodexpo
@getelastic

Top Mentioned in G6:
@uscybermag
@kathmandugear
@vemui
@suemitchellafr
@expd8_fm
@kudyunusbislar
@liongrouptec4_0
@settlemintcom
@neirajones
@pwc_uk

Top Mentioned in G7:
@retailwire
@retailprophet
@schmetail
@retailminded
@messageplicity
@walmart
@jaypalter
@kizerandbender
@suebrittonfgs
@bmoskwa

Top Mentioned in G8:
@retexperience
@jeromemonange
@fashioningindia
@plaubignat
@infor
@moodmediafr
@mydigitalweek
@renaissancemum
@hollylipscomb1
@journaldunet

Top Mentioned in G9:
@seminariumperu
@businessinsider
@arellanoconsul
@forrester
@uptin
@nicolejuarezv
@cmelladog
@cnbci
@tiffani_bova
@retailtecreview

Top Mentioned in G10:
@microstrategy
@ronald_vanloon
@aisensum
@panoplyio
@innov8success
@nicolas2pinto
@ywanvanloon

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@atsocialmediauk
@klm
@geoffrey_payne
@nobby15
@lifetimefitness
@evankirstel
@sheffieldis
@londonislovinit
@chidambara09

Top Tweeters in G1:
@andysugs
@tiniskwerl
@natsjobs
@infopronetwork
@drfeelgoodjobs
@wwday3
@tecnbiz
@coincapsai
@john_westra
@livetradingnews

Top Tweeters in G2:
@evankirstel
@calcaware
@richsimmondsza
@gvalan
@mjoehlerich
@yvesmulkers
@scmpnews
@kuriharan
@colorstreamedia
@gregbjenkins

Top Tweeters in G3:
@nytimes
@forbes
@therealest007
@publix
@pymnts
@billquiseng
@wwd
@target
@advancingretail
@premierpapercm

Top Tweeters in G4:
@reuters
@marketwatch
@ap
@cnn
@cnet
@cnnbusiness
@genemarks
@adage
@digiday
@petco

Top Tweeters in G5:
@google
@bedbathbeyond
@kroger
@coincoin01cw
@gfgotoguide
@architecturegs
@tasteofhome
@wework
@amazon
@barronsonline

Top Tweeters in G6:
@sectest9
@foodmfguk
@warbyparker
@retailweek
@neirajones
@jbarbosapr
@xanxuzs
@bootsuk
@shopify
@duane_swaby

Top Tweeters in G7:
@walmart
@twilli2861
@cnbc
@wvtm13
@danitablackwood
@lushltd
@adweek
@bmoskwa
@retailminded
@jaypalter

Top Tweeters in G8:
@jeromemonange
@asselin
@bi_retailnews
@annielichtner
@journaldunet
@schelcher
@antoinelevan
@digimind_fr
@retexperience
@novasenna

Top Tweeters in G9:
@businessinsider
@asos
@cnbci
@anuoraguilar
@miguelhiga7
@axios
@cafetaipa
@nrnonline
@cnbcipr
@alphone50

Top Tweeters in G10:
@chidambara09
@machinelearnflx
@ronald_vanloon
@technojederbig
@ywanvanloon
@cephalopodluke2
@freetoopt
@_bpr_
@microstrategy
@erwinfserrano