#retailtech, Twitter, 2/2/2019 12:35:28 AM, 184997


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#retailtech_2019-02-01_16-15-07.xlsx
#retailtech_2019-02-01_16-15-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 02, 2019
Short Description:
#retailtech via NodeXL http://bit.ly/2UxS1e8
@unishopit
@pbalakrishnarao
@jblefevre60
@paula_piccard
@evankirstel
@rtih_retailtech
@thefuturist007
@rajat_shrimal
@nrfbigshow
@mvollmer1

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

Description:
Description
The graph represents a network of 2,738 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 Saturday, 02 February 2019 at 00:16 UTC.

The requested start date was Friday, 01 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, 22-hour, 38-minute period from Friday, 18 January 2019 at 01:19 UTC to Thursday, 31 January 2019 at 23:57 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 : 2738
Unique Edges : 5474
Edges With Duplicates : 3279
Total Edges : 8753
Number of Edge Types : 3
Mentions : 7990
Tweet : 713
Replies to : 50
Self-Loops : 713
Reciprocated Vertex Pair Ratio : 0.0300587741393787
Reciprocated Edge Ratio : 0.0583632213889795
Connected Components : 250
Single-Vertex Connected Components : 135
Maximum Vertices in a Connected Component : 2207
Maximum Edges in a Connected Component : 8058
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.830043
Graph Density : 0.000818531750998745
Modularity : 0.475371
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
[16] https://www.networkworld.com/article/3332688/internet-of-things/iot-for-retailers-opportunities-and-challenges.html
[14] https://news.microsoft.com/europe/features/technology-luxury-brands-and-retail-a-fashionable-combination/?ocid=FY19_soc_omc_br_tw_Loreal
[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://nadimo.com/2018/12/07/088-generational-loyalty-in-ecommerce-and-does-it-matter/
[11] https://almujarad.ae/
[10] https://fashnerd.com/2019/01/blinq-using-ar-to-disrupt-the-retail-space/
[10] https://medium.com/mcartprotocol/mcart-2-0-demo-and-dinner-reception-in-nyc-with-some-of-the-biggest-players-in-media-retail-and-e983a9032119
[10] http://MarcRudov.com

Top URLs in Tweet in G1:
[20] https://www.visualcapitalist.com/business-value-blockchain/
[13] https://news.microsoft.com/europe/features/technology-luxury-brands-and-retail-a-fashionable-combination/?ocid=FY19_soc_omc_br_tw_Loreal
[10] 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
[9] https://fashnerd.com/2019/01/blinq-using-ar-to-disrupt-the-retail-space/
[7] http://www.pymnts.com/
[7] https://www.npmjs.com/package/ecommerce-ui-nuggets
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=184820
[3] https://www.networkworld.com/article/3332688/internet-of-things/iot-for-retailers-opportunities-and-challenges.html
[3] 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
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183028

Top URLs in Tweet in G2:
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183028
[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
[7] 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://www.bbc.com/news/technology-46987779
[6] https://www.retaildive.com/news/7-cool-tech-innovations-from-nrf/546241/
[4] https://www.standard.co.uk/tech/nike-app-at-retail-shopping-tech-future-a4044766.html
[4] http://www.bbc.com/news/technolog
[4] http://www.aeris.com/?utm_campaign=Aeris

Top URLs in Tweet in G3:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182118
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183028
[1] https://twitter.com/PBalakrishnaRao/status/1087205208713617409
[1] https://twitter.com/CRudinschi/status/1087023205687140352
[1] https://twitter.com/HarbRimah/status/1087375066168524800
[1] https://twitter.com/markinjax/status/1087467624315977729
[1] https://twitter.com/robbboyd/status/1084837868688728064
[1] https://twitter.com/chicagolakers/status/1087844441468092416
[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

Top URLs in Tweet in G4:
[2] https://undeveloped.com/buy-domain/tvupgrades.com?redirected=true&tld=com
[2] http://www.postrecession.com/
[2] https://www.ft.com/content/69c25116-1ac1-11e9-9e64-d150b3105d21
[2] https://acuvate.com/blog/top-retail-industry-trends-to-watch-for-in-2019/
[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.lexology.com/library/detail.aspx?g=bbdc5336-4e87-45e5-9a8c-57a603289728
[2] https://www.forbes.com/sites/douglasyu/2019/01/22/pepsico-sees-future-in-artificial-intelligence-after-launching-snack-delivery-robot/#46b7ecf77a14
[1] https://www.engadget.com/2019/01/11/caper-smart-shopping-cart/

Top URLs in Tweet in G5:
[6] https://event.webcasts.com/starthere.jsp?ei=1226811&tp_key=2a2e958087&sti=social
[6] https://www.businessoffashion.com/articles/opinion/is-surveillance-the-future-of-service
[4] https://risnews.com/nrf-2019-dawn-experiential-shopping
[4] https://risnews.com/supply-chain-management-keeping-demand
[3] https://twitter.com/thegrok/status/1089508943288823808
[3] https://events.ensembleiq.com/rcas-2019/208595
[3] https://risnews.com/best-nrf-2019-top-10-takeaways
[3] https://risnews.com/10-most-admired-retailers-2019?ajs_uid=6577H0150145A3A&oly_enc_id=6577H0150145A3A&ajs_trait_oebid=5235H5701912B7O
[2] https://www.chainstoreage.com/operations/what-technologies-draw-customers-to-stores/
[2] https://www.perchinteractive.com/retail-marketing-blog/2018/8/8/what-if-amazon-had-no-search-and-no-product-pages

Top URLs in Tweet in G6:
[2] https://www.myfrugalbusiness.com/2018/01/guide-geofencing-marketing-mobile-app-advertising.html
[1] https://twitter.com/mashable/status/1084547381557907456/video/1

Top URLs in Tweet in G7:
[10] https://medium.com/mcartprotocol/mcart-2-0-demo-and-dinner-reception-in-nyc-with-some-of-the-biggest-players-in-media-retail-and-e983a9032119
[5] https://medium.com/mcartprotocol/why-blockchain-will-drive-push-advertising-into-the-ground-f7977e1b9934
[4] 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
[4] https://www.forbes.com/sites/andriacheng/2019/01/20/six-key-retail-tech-trends-to-watch-for-2019-and-its-not-just-about-amazon/?utm_content=83274980&utm_medium=social&utm_source=twitter&hss_channel=tw-3313729591&utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=#445c9fb866fc
[3] https://www.linkedin.com/pulse/retailers-you-ready-c-commerce-sam-cabrera-1/
[3] https://medium.com/mcartprotocol/understanding-the-difference-between-influence-marketing-and-influencer-marketing-4d3be107f046
[3] https://medium.com/mcartprotocol/visionary-and-entrepreneur-susan-akbarpour-to-speak-at-impact-18-f129ba9b2d04
[3] https://medium.com/mcartprotocol/rampup-chicago-discussed-blockchain-in-advertising-and-the-future-of-ads-4c9a7cf7cd0e
[3] https://mcart.io/news-and-events/index.php/2018/04/11/retail-love-blockchain/
[3] https://www.datameer.com/blog/five-big-data-use-cases-retail/?platform=hootsuite

Top URLs in Tweet in G8:
[2] https://cxoherald.com/artificial-intelligence-retail/
[1] https://cloudtweaks.com/2016/11/beacons-flopped-theyre-flourish/
[1] https://retail.economictimes.indiatimes.com/news/industry/are-technology-vendors-causing-brick-mortar-retailers-to-drive-looking-into-a-rearviewmirror/67623937

Top URLs in Tweet in G9:
[11] https://almujarad.ae/
[10] http://MarcRudov.com
[7] http://brandisdestiny.com/
[4] https://goo.gl/Q4863x
[2] https://twitter.com/adamson/status/1089775585843392512
[2] https://www.paymentscardsandmobile.com/amazon-go-the-new-benchmark-for-cashierless-shopping/
[2] https://www.bloomberg.com/news/articles/2019-01-07/kroger-microsoft-create-futuristic-grocery-store-amazon-take-note?_lrsc=72db22c2-937f-4c2f-abf1-51cfa2bd0fc8&trk=li-leap&utm_source=linkedin&utm_medium=leap
[2] https://www.imaginea.com/engineering/early-mvp-jumpstart/
[2] https://goo.gl/qxot9i
[1] https://twitter.com/elonmusk/status/1090703033573376000

Top URLs in Tweet in G10:
[11] https://nadimo.com/2018/12/07/088-generational-loyalty-in-ecommerce-and-does-it-matter/
[7] https://www.slideshare.net/brandenmoskwa/generational-loyalty-in-ecommerce-does-it-matter
[5] https://chargeitspot.com/top-retail-tech-influencers-to-follow-on-twitter-in-2019/
[2] https://www.youtube.com/watch?v=lmICMmh65XE&feature=youtu.be

[2] https://blog.vendhq.com/post/64901831186/choosing-a-pos-system-mistakes
[1] https://omnitalk.blog/2019/01/31/world-business-report-us-china-trade-talks-resume-bbc-sounds-podcast/
[1] https://twitter.com/anniemezzenga/status/1089287239618781184
[1] https://www.daily-journal.com/business/retail-industry-is-struggling-to-understand-tech/article_08f2f064-1b59-11e9-ab84-dfba23c7a4bd.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[1] https://www.forbes.com/sites/jonbird1/2019/01/20/buzzwords-and-brilliance-walking-the-floor-at-retails-big-show/#73a16a573710
[1] https://www.forbes.com/sites/forbestechcouncil/2019/01/29/protecting-retail-profits-with-artificial-intelligence/#3d1ce726637d

Top Domains
Top Domains in Tweet in Entire Graph:
[142] twitter.com
[54] forbes.com
[49] retailtechinnovationhub.com
[46] medium.com
[43] co.uk
[42] visualcapitalist.com
[38] nodexlgraphgallery.org
[28] dy.si
[27] lnkd.in
[26] retaildive.com

Top Domains in Tweet in G1:
[21] visualcapitalist.com
[13] fashnerd.com
[13] microsoft.com
[12] forbes.com
[10] twitter.com
[8] pymnts.com
[7] nodexlgraphgallery.org
[7] npmjs.com
[3] networkworld.com
[3] wwd.com

Top Domains in Tweet in G2:
[47] retailtechinnovationhub.com
[36] twitter.com
[26] nodexlgraphgallery.org
[18] dy.si
[18] retaildive.com
[15] co.uk
[13] retailcustomerexperience.com
[11] bbc.com
[10] techcrunch.com
[10] forbes.com

Top Domains in Tweet in G3:
[7] twitter.com
[2] nodexlgraphgallery.org
[2] eber.co
[1] visualcapitalist.com
[1] medium.com
[1] imaginea.com

Top Domains in Tweet in G4:
[17] lnkd.in
[10] twitter.com
[7] forbes.com
[6] co.uk
[4] accustore.com
[4] pardot.com
[3] retaildive.com
[3] ft.com
[3] instagram.com
[3] yarr.tv

Top Domains in Tweet in G5:
[25] risnews.com
[11] twitter.com
[7] perchinteractive.com
[6] webcasts.com
[6] businessoffashion.com
[4] chainstoreage.com
[4] okt.to
[4] fortune.com
[3] consumergoods.com
[3] ensembleiq.com

Top Domains in Tweet in G6:
[2] myfrugalbusiness.com
[1] twitter.com

Top Domains in Tweet in G7:
[31] medium.com
[18] forbes.com
[3] linkedin.com
[3] mcart.io
[3] essentials.news
[3] datameer.com
[3] twitter.com
[2] mavatar.com
[2] zurl.co
[2] com.au

Top Domains in Tweet in G8:
[2] cxoherald.com
[1] cloudtweaks.com
[1] indiatimes.com

Top Domains in Tweet in G9:
[31] twitter.com
[14] marcrudov.com
[11] almujarad.ae
[7] brandisdestiny.com
[6] goo.gl
[2] paymentscardsandmobile.com
[2] bloomberg.com
[2] imaginea.com
[1] jetson.ai
[1] foxbusiness.com

Top Domains in Tweet in G10:
[11] nadimo.com
[7] slideshare.net
[5] chargeitspot.com
[3] vendhq.com
[3] forbes.com
[2] twitter.com
[2] youtube.com
[1] omnitalk.blog
[1] daily-journal.com
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3049] retailtech
[1535] ai
[1106] tech
[1077] iot
[1053] retail
[961] robotics
[793] innovation
[567] ar
[502] fintech
[487] robots



Top Hashtags in Tweet in G1:
[1056] retailtech
[908] ai
[512] robotics
[511] iot
[355] retail
[340] tech
[278] ar
[258] robots
[251] fintech
[227] amazon

Top Hashtags in Tweet in G2:
[736] retailtech
[241] retail
[232] ai
[150] tech
[144] robotics
[102] nrf2019
[99] iot
[98] ecommerce
[73] innovation
[63] logistics

Top Hashtags in Tweet in G3:
[394] innovation
[387] tech
[218] iot
[209] robotics
[187] retailtech
[128] robots
[117] computer
[106] automation
[101] hrtech
[86] ai

Top Hashtags in Tweet in G4:
[179] retailtech
[78] retail
[26] ai
[14] tech
[14] technology
[12] nrf2019
[12] ecommerce
[11] customerexperience
[11] ar
[9] innovation

Top Hashtags in Tweet in G5:
[122] retailtech
[62] retail
[35] nrf2019
[15] webinar
[13] retailinnovation
[12] retailers
[9] technology
[9] fashion
[8] innovation
[7] customerexperience

Top Hashtags in Tweet in G6:
[105] iot
[104] ar
[102] vr
[101] mr
[101] virtualreality
[16] retailtech
[12] mixedreality
[9] ai
[8] robotics
[6] augmentedreality

Top Hashtags in Tweet in G7:
[123] retailtech
[66] ai
[44] retail
[43] blockchain
[42] omnichannel
[39] robotics
[37] tech
[29] díadelcommunitymanager
[28] bigdata
[23] b2b

Top Hashtags in Tweet in G8:
[60] tech
[57] retailtech
[47] ai
[38] iot
[33] retail
[26] atm
[26] digitaltransformation
[26] food
[25] fintech
[19] robotics

Top Hashtags in Tweet in G9:
[117] retailtech
[75] tech
[73] leadership
[71] ai
[69] ceo
[67] vc
[66] cxo
[66] radio
[66] tv
[66] csuite

Top Hashtags in Tweet in G10:
[32] retailtech
[22] ecommerce
[13] omnichannel
[13] customerloyalty
[11] retail
[3] aliexpress
[3] blackfriday
[3] automation
[3] logistics
[3] robotics

Top Words
Top Words in Tweet in Entire Graph:
[2811] Words in Sentiment List#1: Positive
[472] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[87123] Non-categorized Words
[90406] Total Words
[3053] retailtech
[1602] ai
[1497] retail
[1236] tech
[1109] iot

Top Words in Tweet in G1:
[1056] retailtech
[925] ai
[531] jblefevre60
[514] iot
[512] robotics
[475] evankirstel
[399] paula_piccard
[389] retail
[364] robots
[341] tech

Top Words in Tweet in G2:
[738] retailtech
[406] retail
[242] ai
[204] tech
[144] robotics
[118] robots
[115] rajat_shrimal
[109] future
[104] nrf2019
[102] ecommerce

Top Words in Tweet in G3:
[395] innovation
[387] tech
[374] pbalakrishnarao
[218] iot
[209] robotics
[187] retailtech
[136] robots
[131] employees
[117] computer
[106] automation

Top Words in Tweet in G4:
[180] retailtech
[121] retail
[33] ai
[29] technology
[25] retailers
[23] tech
[21] more
[16] 2019
[14] amazon
[14] customer

Top Words in Tweet in G5:
[122] retailtech
[91] retail
[36] up
[35] nrf2019
[30] risnewsinsights
[30] store
[28] perchexperience
[25] missed
[23] retailers
[23] experience

Top Words in Tweet in G6:
[204] ar
[105] iot
[102] vr
[101] shoes
[101] mr
[101] virtualreality
[100] mobile
[100] app
[100] uses
[100] try

Top Words in Tweet in G7:
[124] retailtech
[77] ai
[59] retail
[46] blockchain
[42] omnichannel
[39] tech
[39] robotics
[34] robots
[33] bineoconsulting
[32] forbes

Top Words in Tweet in G8:
[102] gt
[60] tech
[57] retailtech
[49] mikequindazzi
[47] ai
[38] iot
[33] retail
[32] paula_piccard
[26] pizza
[26] atm

Top Words in Tweet in G9:
[117] retailtech
[78] ai
[78] tech
[73] leadership
[69] ceo
[67] vc
[66] cxo
[66] radio
[66] tv
[66] csuite

Top Words in Tweet in G10:
[33] ecommerce
[32] retailtech
[21] retail
[21] glasheenjasmin1
[20] podcast
[20] generational
[20] loyalty
[20] matter
[13] omnichannel
[13] customerloyalty

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[333] tech,iot
[319] iot,retailtech
[308] retail,retailtech
[291] future,retail
[256] ar,vr
[242] ai,ar
[238] robotics,retailtech
[237] retail,powered
[237] powered,ai
[234] ar,iot

Top Word Pairs in Tweet in G1:
[292] iot,retailtech
[222] future,retail
[222] retail,powered
[222] powered,ai
[222] ai,ar
[219] ar,iot
[188] evankirstel,ipfconline1
[178] robotics,retailtech
[149] pff19,bnppevent
[138] evankirstel,diioannid

Top Word Pairs in Tweet in G2:
[90] retail,retailtech
[52] amazon's,warehouse
[52] warehouse,robots
[52] robots,working
[52] working,soon
[52] soon,hit
[52] hit,'order'
[52] 'order',button
[52] button,robotics
[47] retailtech,ai

Top Word Pairs in Tweet in G3:
[199] tech,iot
[118] innovation,robotics
[80] robotics,tech
[67] augmentedreality,change
[67] change,computer
[67] computer,home
[67] home,interfaces
[67] interfaces,near
[67] near,future
[67] future,innovation

Top Word Pairs in Tweet in G4:
[24] retail,retailtech
[12] retailtech,retail
[6] future,retail
[5] retailtech,ai
[5] retail,tech
[5] gt,gt
[5] read,more
[5] customerexperience,retailtech
[4] big,show
[4] amazon,retailtech

Top Word Pairs in Tweet in G5:
[24] retail,retailtech
[18] catch,up
[17] check,out
[16] nrf,big
[16] big,show
[13] up,missed
[13] take,deep
[12] missed,nrf2019
[11] nikkibaird,joeskorupa
[11] deep,dive

Top Word Pairs in Tweet in G6:
[101] ar,vr
[100] mobile,app
[100] app,uses
[100] uses,ar
[100] ar,try
[100] try,shoes
[100] shoes,before
[100] before,buy
[100] buy,ar
[100] vr,mr

Top Word Pairs in Tweet in G7:
[29] feliz,díadelcommunitymanager
[29] díadelcommunitymanager,celebramos
[29] celebramos,70
[29] 70,seguidores
[29] seguidores,únete
[29] únete,redes
[29] redes,sociales
[29] sociales,bineo
[29] bineo,consulting
[28] bineoconsulting,feliz

Top Word Pairs in Tweet in G8:
[68] gt,gt
[26] paula_piccard,pizza
[26] pizza,atm
[26] atm,available
[26] available,24
[26] 24,7
[26] 7,retail
[26] retail,retailtech
[26] retailtech,digitaltransformation
[26] digitaltransformation,tech

Top Word Pairs in Tweet in G9:
[66] ceo,cxo
[66] cxo,radio
[66] radio,tv
[66] tv,csuite
[66] csuite,vc
[66] vc,privateequity
[66] privateequity,media
[63] fintech,retailtech
[62] media,fintech
[62] retailtech,corpgov

Top Word Pairs in Tweet in G10:
[20] podcast,generational
[20] generational,loyalty
[20] loyalty,ecommerce
[20] ecommerce,matter
[20] matter,glasheenjasmin1
[13] glasheenjasmin1,omnichannel
[13] omnichannel,retailtech
[13] retailtech,customerloyalty
[11] ecommerce,podcast
[7] slideshare,podcast

Top Replied-To
Top Replied-To in Entire Graph:
@nrfbigshow
@aneeshnair
@msretail
@amazon
@biztechmagazine
@rtouchpoints
@vuejs
@elemica
@promoboxx
@phononic_inc

Top Replied-To in G1:
@amazon
@vuejs
@adidas

Top Replied-To in G2:
@nrfbigshow
@aneeshnair
@biztechmagazine
@amazon
@essretail
@marksandspencer
@hp
@rtih_retailtech

Top Replied-To in G3:
@grattonboy

Top Replied-To in G5:
@dez_blanchfield
@madmoneyoncnbc
@ifaparis

Top Replied-To in G10:
@rosling_

Top Mentioned
Top Mentioned in Entire Graph:
@jblefevre60
@pbalakrishnarao
@evankirstel
@paula_piccard
@ipfconline1
@rajat_shrimal
@diioannid
@mvollmer1
@spirosmargaris
@thefuturist007

Top Mentioned in G1:
@jblefevre60
@evankirstel
@paula_piccard
@ipfconline1
@pbalakrishnarao
@diioannid
@spirosmargaris
@mvollmer1
@fashnerd
@sal

Top Mentioned in G2:
@rajat_shrimal
@rtih_retailtech
@cstorenews_
@nrfbigshow
@jblefevre60
@evankirstel
@pbalakrishnarao
@vladobotsvadze
@paula_piccard
@amazon

Top Mentioned in G3:
@pbalakrishnarao
@nathealings
@paula_piccard
@mclynd
@grattonboy
@diioannid
@gvalan
@mikequindazzi
@jblefevre60
@rajat_shrimal

Top Mentioned in G4:
@bamitav
@meteors_fr
@hasht_agency
@freedomfirecom
@9cnewsuae
@pulsemgtukltd
@enlumeinc

Top Mentioned in G5:
@risnewsinsights
@perchexperience
@joeskorupa
@nikkibaird
@trevorsumner
@walmart
@aptos_retail
@retailprophet
@christicash11
@cioreview

Top Mentioned in G6:
@thefuturist007
@glengilmore
@drkushalsanghvi
@pbalakrishnarao
@paula_piccard
@mvollmer1
@mikeschiemer
@evankirstel
@jblefevre60
@julez_norton

Top Mentioned in G7:
@bineoconsulting
@forbes
@julez_norton
@pbalakrishnarao
@bernardmarr
@mcartprotocol
@paula_piccard
@jblefevre60
@salesforce
@coresightnews

Top Mentioned in G8:
@mikequindazzi
@paula_piccard
@ronald_va
@jblefevre60
@pbalakrishnarao
@amardeepkaushal
@rajat_shrimal
@kirkdborne
@yetillc
@chboursin

Top Mentioned in G9:
@marcrudov
@hayekgaby
@techndiscussion
@apa
@451research
@almujaradd
@foxbusiness
@pjotrww
@nickpatience
@jetsonai

Top Mentioned in G10:
@glasheenjasmin1
@bmoskwa
@alibabagroup
@omnitalk
@vendhq
@chargeitspot
@bbcworldbiz
@fmi_org
@aliexpress_en
@alibabatalk

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

Top Tweeters in G1:
@jornalistavitor
@arkangelscrap
@sectest9
@nosqldigest
@deejayiwan
@evankirstel
@fintechna
@biconnections
@marshacollier
@calcaware

Top Tweeters in G2:
@ottlegalrebels
@businessinsider
@billnigh
@mcdonalds
@marksandspencer
@humbertozamorar
@usatoday
@wsj
@cnbc
@marketwatch

Top Tweeters in G3:
@cftc10
@akwyz
@jj_angelus
@grattonboy
@meghanmbiro
@grattongirl
@parvez1
@stuartsimon
@londonnetworker
@2601manish

Top Tweeters in G4:
@bamitav
@freedomfirecom
@andrew_campling
@135sara
@9cnewsuae
@moueller1961
@carribugbee
@jaypalter
@postrecession
@ariegoldshlager

Top Tweeters in G5:
@walmart
@business
@kellyrek
@compellingsites
@standardnews
@cnn
@trendhunter
@fmfrancoise
@myntra
@karaswisher

Top Tweeters in G6:
@icp3_zero
@zeekay15
@ernieschell
@acertijo
@apiwenuwen
@mikeschiemer
@drkushalsanghvi
@glengilmore
@bootstrapsbiz
@bitkey1

Top Tweeters in G7:
@chidambara09
@carlapillco
@forbes
@bigdatabatman
@big_data_flow
@apurba3110
@manifattura40
@salesforce
@smitasingh85
@nvsdata

Top Tweeters in G8:
@jeffbullas
@sallykwitt
@hackerslist
@julienramauge
@ashot_
@markmichaeldom
@kirkdborne
@01000011cs
@ronald_vanloon
@ch

Top Tweeters in G9:
@cowboyscifibot
@lopezgovlaw
@foxnews
@ham_gretsky
@foxbusiness
@terzima
@zuzudotai
@aldo_zaffalon
@vlics
@startupbulletin

Top Tweeters in G10:
@bmoskwa
@philwahba
@ntechyel
@stevenpdennis
@bbcworldbiz
@retailgeek
@tgarcianyc
@debweinswig
@palutz
@vendhq