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#retailtech_2019-03-14_00-31-39.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2019
Short Description:
#retailtech via NodeXL http://bit.ly/2TCqXP7
@paula_piccard
@pbalakrishnarao
@julez_norton
@rtih_retailtech
@evankirstel
@forbes
@jblefevre60
@unishopit
@harbrimah
@diioannid

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

Description:
Description
The graph represents a network of 2,744 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 Thursday, 14 March 2019 at 07:32 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 13-day, 7-hour, 54-minute period from Thursday, 28 February 2019 at 00:02 UTC to Wednesday, 13 March 2019 at 07:56 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 : 2744
Unique Edges : 5343
Edges With Duplicates : 2879
Total Edges : 8222
Number of Edge Types : 3
Mentions : 7495
Tweet : 704
Replies to : 23
Self-Loops : 704
Reciprocated Vertex Pair Ratio : 0.0354213924271506
Reciprocated Edge Ratio : 0.0684192787327267
Connected Components : 294
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 2090
Maximum Edges in a Connected Component : 7404
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.041955
Graph Density : 0.00078838368324779
Modularity : 0.491207
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[60] https://www.myfrugalbusiness.com/2019/03/how-to-create-profitable-online-store-magento-ecommerce.html
[52] https://www.myfrugalbusiness.com/2019/03/successful-inspiring-ecommerce-store-case-studies.html
[39] https://www.bloomberg.com/news/articles/2019-03-04/the-ai-cameras-that-can-spot-shoplifters-even-before-they-steal
[37] https://www.forbes.com/sites/jackkelly/2019/02/27/predictions-for-the-dystopian-job-market-of-the-future/#3d7257db6057
[36] https://www.cbinsights.com/research/unicorn-startup-market-map/?utm_source=twitter&utm_medium=social&utm_campaign=cbi-evergreen
[34] https://www.visualcapitalist.com/50-largest-u-s-companies-board-members/
[18] http://MarcRudov.com
[17] http://snip.ly/8ubf3n
[16] https://www.cio.com/article/3344362/your-guide-to-top-tech-conferences-2019.html
[14] http://snip.ly/3di0u2

Top URLs in Tweet in G1:
[27] https://www.bloomberg.com/news/articles/2019-03-04/the-ai-cameras-that-can-spot-shoplifters-even-before-they-steal
[25] https://www.forbes.com/sites/jackkelly/2019/02/27/predictions-for-the-dystopian-job-market-of-the-future/#3d7257db6057
[15] https://www.cio.com/article/3344362/your-guide-to-top-tech-conferences-2019.html
[6] https://www.cbinsights.com/research/unicorn-startup-market-map/?utm_source=twitter&utm_medium=social&utm_campaign=cbi-evergreen
[6] https://autome.me/blog/2019/2/28/how-machine-learning-can-drive-retail-success
[2] https://twitter.com/JeffreyBuskey/status/1103780787684601856
[2] https://www.visualcapitalist.com/50-largest-u-s-companies-board-members/
[2] https://www.myfrugalbusiness.com/2019/03/how-to-create-profitable-online-store-magento-ecommerce.html
[2] https://www.myfrugalbusiness.com/2019/03/successful-inspiring-ecommerce-store-case-studies.html
[1] https://www.weforum.org/agenda/2017/01/3-predictions-for-the-future-of-retail-from-the-ceo-of-walmart/?utm_content=buffer8add1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[30] https://www.visualcapitalist.com/50-largest-u-s-companies-board-members/
[29] https://www.cbinsights.com/research/unicorn-startup-market-map/?utm_source=twitter&utm_medium=social&utm_campaign=cbi-evergreen
[17] http://snip.ly/8ubf3n
[12] http://snip.ly/3di0u2
[11] https://www.bloomberg.com/news/articles/2019-03-04/the-ai-cameras-that-can-spot-shoplifters-even-before-they-steal
[8] http://snip.ly/r166qj
[8] http://snip.ly/xmmua1
[3] https://www.forbes.com/sites/jackkelly/2019/02/27/predictions-for-the-dystopian-job-market-of-the-future/#3d7257db6057
[2] https://soc.att.com/2H2ysrC
[2] https://www.cbinsights.com/research/report/top-tech-trends-2019/

Top URLs in Tweet in G3:
[11] https://www.forbes.com/sites/christopherwalton/2019/02/27/the-10-must-do-activities-at-shoptalk-2019/
[9] https://www.therobinreport.com/shoptalk-reveals-75-ways-retail-will-change-in-the-next-decade/
[9] https://www.lsa-conso.fr/decouvrez-les-16-start-up-qui-rejoignent-lafayette-plug-and-play,312656
[9] https://www.forbes.com/sites/bryanpearson/2019/02/21/amazons-new-loyalty-program-5-reasons-amazon-moments-will-change-how-you-shop#620ac5173acd/?twitter=@aneeshnair
[8] https://www.forbes.com/sites/christopherwalton/2019/02/27/the-10-must-do-activities-at-the-best-trade-show-in-retail-shoptalk-2019/
[6] https://www.forbes.com/sites/jackkelly/2019/02/27/predictions-for-the-dystopian-job-market-of-the-future/#3d7257db6057
[5] https://www.technologyreview.com/s/612897/this-is-why-ai-has-yet-to-reshape-most-businesses/?twitter=@aneeshnair
[4] https://twitter.com/rtih_retailtech/status/1103951091652354048
[4] https://stylitics.com/blog/5-point-survival-guide-to-shoptalk-2019/
[4] https://www.forbes.com/sites/nikkibaird/2019/02/14/snapshot-2019-the-state-of-ai-in-retail/#a0a000773bcc?twitter=@aneeshnair

Top URLs in Tweet in G4:
[2] https://www.forbes.com/sites/jackkelly/2019/02/27/predictions-for-the-dystopian-job-market-of-the-future/#3d7257db6057
[1] https://twitter.com/evankirstel/status/1102872042184024066

Top URLs in Tweet in G5:
[3] https://zurl.co/DIbi
[3] https://idakt.com/blog/2019/02/05/agence-de-conseil-en-merchandising-lyonnaise/
[2] https://twitter.com/evankirstel/status/1101500516960485377
[2] https://www.forbes.com/sites/forbestechcouncil/2018/07/05/bypassing-the-e-commerce-behemoths/#c37cdb85077a
[2] http://www.digitaljournal.com/business/e-commerce-and-the-logistical-dilemma-q-a/article/526277
[2] https://www.zdnet.com/article/has-social-media-growth-stalled-for-e-commerce-sales/
[2] https://esellercafe.com/are-cryptocurrencies-really-competitive-for-ecommerce-use/
[2] 2019&utm_content=86715709&utm_medium=social&utm_source=twitter&hss_channel=tw-1025494483
[2] https://twitter.com/jeffreybuskey/status/1103780787684601856
[2] https://kore.ai/solutions/industries/retail/?utm_campaign=Twitter_DYK_Retail&utm_content=86649633&utm_medium=social&utm_source=twitter&hss_channel=tw-436268644

Top URLs in Tweet in G6:
[18] http://MarcRudov.com
[8] http://brandisdestiny.com/
[5] https://www.16best.net/blog/the-web-world-who-owns-who/
[4] http://marcrudov.com/Services/
[4] https://trib.al/YCOjf8O
[4] https://www.retailtouchpoints.com/topics/security-pci-compliance/2017-shrink-cost-u-s-retailers-42-49-billion-1-85-of-sales
[3] https://www.diyguru.org
[3] https://twitter.com/joshelman/status/1104040757856329728
[3] https://channellife.co.nz/story/massive-ai-market-growth-to-be-driven-by-retail-banking
[2] https://link.medium.com/SnO0xCm8FU

Top URLs in Tweet in G7:
[2] http://snip.ly/3di0u2
[1] https://www.visualcapitalist.com/50-largest-u-s-companies-board-members/
[1] https://www.inspirave.com/#signup
[1] https://twitter.com/Paula_Piccard/status/1101111811418542080
[1] https://shopify.com/enterprise/dir
[1] https://insights.samsung.com/2019/02/27/how-connected-teams-are-improving-customer-experiences/?utm_source=twitter&utm_medium=organic&utm_campaign=Sprinklr&linkId=64337729
[1] http://tweetedtimes.com/#!/rubenroa

Top URLs in Tweet in G8:
[5] https://www.distribucionactualidad.com/analisis-datos-tarea-pendiente-retailers/?platform=hootsuite
[4] https://hmy-group.com/media/hmy-makes-the-top-10-for-the-best-retail-tech-companies-in-europe
[3] https://events-export.businessfrance.fr/retailtechtour/#home
[2] https://www.forbes.com/sites/forbestechcouncil/2018/11/28/ten-tech-based-predictions-for-the-retail-industry-in-2019/?utm_content=80604454&utm_medium=social&utm_source=twitter#4b8dffaa744c
[2] https://www.facebook.com/Retail-Expo-544216519371892/
[2] https://www.distribucionactualidad.com/truevue-conoce-stock-producto-tiempo-real/
[2] https://www.distribucionactualidad.com/hmy-refuerza-equipo-retail-tech-diez-incorporaciones/?platform=hootsuite
[1] https://hmy-group.com/media/the-digitalisation-of-sports-retail
[1] https://hmy-group.com/media/adopt-technology-applied-to-health-beauty-retail
[1] https://www.forbes.com/sites/bernardmarr/2017/08/29/how-walmart-is-using-machine-learning-ai-iot-and-big-data-to-boost-retail-performance/#644ad8d66cb1

Top URLs in Tweet in G9:
[4] https://us.dariusengage.com/viewer/published/campaign/5c7509f269c00e44a4026cbb/5c751ed269c00e44a0fb703e/5c751f2a69c00e44a3077684
[2] https://app.dariusengage.com/viewer/published/campaign/5c73ba484fd88104f8297b05/5c7506be4fd88104f82999a2/5c7506fb4fd88104f82999ae
[2] https://ailatech.com/blog/partner-profile-credera/?utm_campaign=Blog%20Content&utm_content=86446789&utm_medium=social&utm_source=twitter&hss_channel=tw-436007112
[2] https://adage.com/article/cmo-strategy/walmart-plunges-retail-future-bringing-vr-masses/316822/
[2] https://www.retaildive.com/news/what-does-experiential-retail-even-mean-these-days/548666/
[2] https://www.retaildive.com/news/digitally-native-brands-on-the-power-of-brick-and-mortar/549840/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202019-03-06%20Marketing%20Dive%20Newsletter%20%5Bissue:19750%5D&utm_term=Marketing%20Dive
[2] https://www.retailwire.com/discussion/what-will-it-take-to-transform-bopis-ops-from-just-okay-to-great/
[2] https://www.retailcustomerexperience.com/articles/5g-is-here-and-promises-to-revolutionize-retail/?utm_source=RCE&utm_medium=email&utm_campaign=EMNA&utm_content=2019-02-22
[1] https://adage.com/article/special-report-shoptalk/key-takeaways-shoptalk/316896/?platform=hootsuite
[1] https://www.retailcustomerexperience.com/blogs/retail-today-adapting-evolving-and-embracing-technology/#.XIEO_6vAyvE.twitter

Top URLs in Tweet in G10:
[58] https://www.myfrugalbusiness.com/2019/03/how-to-create-profitable-online-store-magento-ecommerce.html
[49] https://www.myfrugalbusiness.com/2019/03/successful-inspiring-ecommerce-store-case-studies.html
[1] https://www.myfrugalbusiness.com/2019/02/point-of-sales-pos-system-data-market-retail-ecommerce-biz.html

Top Domains
Top Domains in Tweet in Entire Graph:
[148] twitter.com
[113] forbes.com
[113] myfrugalbusiness.com
[49] snip.ly
[44] retailtechinnovationhub.com
[40] bloomberg.com
[40] cbinsights.com
[34] visualcapitalist.com
[29] risnews.com
[25] marcrudov.com

Top Domains in Tweet in G1:
[27] bloomberg.com
[26] forbes.com
[16] twitter.com
[15] cio.com
[6] dy.si
[6] cbinsights.com
[6] autome.me
[4] myfrugalbusiness.com
[2] visualcapitalist.com
[1] weforum.org

Top Domains in Tweet in G2:
[45] snip.ly
[32] cbinsights.com
[30] visualcapitalist.com
[11] bloomberg.com
[3] forbes.com
[2] att.com
[1] cio.com
[1] venturebeat.com
[1] myfrugalbusiness.com
[1] 16best.net

Top Domains in Tweet in G3:
[51] forbes.com
[43] retailtechinnovationhub.com
[35] twitter.com
[10] lsa-conso.fr
[9] therobinreport.com
[9] pipecandy.com
[6] technologyreview.com
[5] stylitics.com
[5] fieldagent.net
[4] co.uk

Top Domains in Tweet in G4:
[2] forbes.com
[1] twitter.com

Top Domains in Tweet in G5:
[27] twitter.com
[10] lnkd.in
[8] forbes.com
[7] zurl.co
[6] rplg.co
[4] youtube.com
[4] compucom.com
[4] replgroup.com
[3] zdnet.com
[3] co.uk

Top Domains in Tweet in G6:
[39] twitter.com
[25] marcrudov.com
[8] brandisdestiny.com
[5] 16best.net
[4] trib.al
[4] retailtouchpoints.com
[3] diyguru.org
[3] co.nz
[2] medium.com
[2] marcrudov.tv

Top Domains in Tweet in G7:
[2] snip.ly
[1] visualcapitalist.com
[1] inspirave.com
[1] twitter.com
[1] shopify.com
[1] samsung.com
[1] tweetedtimes.com

Top Domains in Tweet in G8:
[12] distribucionactualidad.com
[6] hmy-group.com
[5] forbes.com
[5] lsretail.com
[3] businessfrance.fr
[2] facebook.com
[2] co.uk
[1] telekom.com
[1] retailexpo.com
[1] mobilemondayshanghai.net

Top Domains in Tweet in G9:
[10] retaildive.com
[6] dariusengage.com
[4] retailcustomerexperience.com
[3] adage.com
[3] ailatech.com
[3] chainstoreage.com
[3] retailwire.com
[2] retailtouchpoints.com
[2] twitter.com
[1] fashionunited.uk

Top Domains in Tweet in G10:
[108] myfrugalbusiness.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2786] retailtech
[2195] ai
[1271] iot
[1082] retail
[972] tech
[904] robotics
[823] innovation
[483] robots
[418] deeplearning
[361] artificialintelligence



Top Hashtags in Tweet in G1:
[1065] ai
[755] retailtech
[660] iot
[602] robotics
[410] tech
[318] innovation
[308] robots
[209] logistics
[202] supplychain
[186] retail

Top Hashtags in Tweet in G2:
[422] ai
[324] retailtech
[128] iot
[113] retail
[109] computervision
[104] robotics
[69] tech
[68] fintech
[66] healthtech
[66] artificialintelligence

Top Hashtags in Tweet in G3:
[348] retailtech
[193] retail
[77] ai
[66] shoptalk
[50] ecommerce
[37] retailtechnology
[35] innovation
[29] iot
[28] shoptalk19
[25] robotics

Top Hashtags in Tweet in G4:
[282] iot
[277] innovation
[272] tech
[272] ai
[260] retailtech
[141] deeplearning
[122] robotics
[109] robots
[100] technology
[93] smart

Top Hashtags in Tweet in G5:
[180] retailtech
[69] retail
[28] ecommerce
[23] ai
[19] technology
[17] retailers
[14] tech
[13] retailtrends
[11] cx
[11] onlineshopping

Top Hashtags in Tweet in G6:
[229] retailtech
[155] ai
[140] tech
[130] retail
[129] vc
[124] fintech
[107] ceo
[107] ceos
[107] cxo
[107] radio

Top Hashtags in Tweet in G7:
[76] ai
[50] artificialintelligence
[49] retailtech
[47] deeplearning
[42] shopping
[40] video
[40] foodtech
[29] foodchain
[29] infographic
[21] retail

Top Hashtags in Tweet in G8:
[52] retailtech
[25] retailtechtour
[22] flashback
[15] retail
[9] bigdata
[7] düsseldorf
[6] retailtrends
[5] retailers
[4] iot
[4] retailexpo19

Top Hashtags in Tweet in G9:
[42] retailtech
[27] retail
[11] cx
[11] retailinnovation
[9] customerexperience
[7] tech
[6] brickandmortar
[6] iot
[6] retailers
[5] datadrivenmarketing

Top Hashtags in Tweet in G10:
[109] ecommerce
[109] retail
[66] retailtech
[62] onlinesales
[58] magento
[58] retailtechnology
[35] website
[16] retailmarketing
[15] etailwest
[4] onlinestore

Top Words
Top Words in Tweet in Entire Graph:
[3449] Words in Sentiment List#1: Positive
[506] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[85266] Non-categorized Words
[89221] Total Words
[2785] retailtech
[2248] ai
[1408] retail
[1272] iot
[1043] tech

Top Words in Tweet in G1:
[1067] ai
[755] retailtech
[660] iot
[602] robotics
[424] tech
[323] robots
[318] innovation
[263] julez_norton
[256] shopping
[209] logistics

Top Words in Tweet in G2:
[427] ai
[324] retailtech
[241] evankirstel
[203] paula_piccard
[180] retail
[169] jblefevre60
[128] iot
[127] ipfconline1
[124] haroldsinnott
[109] computervision

Top Words in Tweet in G3:
[348] retailtech
[250] retail
[194] shoptalk
[94] ai
[81] omnitalk
[70] new
[53] ecommerce
[52] rtih_retailtech
[47] s
[46] innovation

Top Words in Tweet in G4:
[282] iot
[277] innovation
[275] tech
[272] ai
[259] retailtech
[209] pbalakrishnarao
[187] deeplearning
[152] uses
[145] shopping
[140] go

Top Words in Tweet in G5:
[180] retailtech
[107] retail
[33] ecommerce
[32] ai
[30] retailers
[26] technology
[19] tech
[19] more
[18] store
[17] business

Top Words in Tweet in G6:
[229] retailtech
[161] ai
[141] tech
[140] retail
[129] vc
[124] fintech
[107] ceo
[107] ceos
[107] cxo
[107] radio

Top Words in Tweet in G7:
[76] ai
[70] shopping
[66] ingliguori
[50] artificialintelligence
[49] retailtech
[48] deeplearning
[47] uses
[43] system
[43] make
[43] experience

Top Words in Tweet in G8:
[52] retailtech
[26] retail
[25] retailtechtour
[23] 2019
[22] bf_dach
[22] flashback
[21] french
[13] daretail
[11] best
[11] chosen

Top Words in Tweet in G9:
[42] retailtech
[39] retail
[13] retailers
[13] store
[11] cx
[11] retailinnovation
[10] technology
[10] experience
[9] customerexperience
[9] retaildive

Top Words in Tweet in G10:
[216] ecommerce
[109] retail
[84] mikeschiemer
[66] retailtech
[58] onlinesales
[58] create
[58] profitable
[58] magento
[58] retailtechnology
[54] store

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[697] tech,iot
[517] retail,retailtech
[446] iot,ai
[423] ai,robotics
[409] ai,retailtech
[399] robots,tech
[382] uses,deeplearning
[323] innovation,tech
[285] retailtech,hrtech
[262] robotics,robots

Top Word Pairs in Tweet in G1:
[347] tech,iot
[254] robots,tech
[232] iot,ai
[221] ai,retailtech
[215] ai,robotics
[201] retailtech,logistics
[200] robotics,ai
[196] supplychain,retailtech
[171] conveyor,belt
[171] belt,omnidirectional

Top Word Pairs in Tweet in G2:
[124] evankirstel,ipfconline1
[88] retailtech,evankirstel
[86] ai,targets
[86] targets,shoplifters
[86] shoplifters,computervision
[86] computervision,retailtech
[86] ipfconline1,haroldsinnott
[83] ai,robotics
[77] artificial,intelligence
[73] retail,retailtech

Top Word Pairs in Tweet in G3:
[85] retail,retailtech
[32] shoptalk,retail
[24] https,t
[24] t,co
[20] ecommerce,retailtech
[20] right,now
[19] shoptalk,millennials
[19] hotter,hot
[19] hot,right
[19] now,retail

Top Word Pairs in Tweet in G4:
[267] tech,iot
[159] iot,ai
[141] uses,deeplearning
[140] innovation,tech
[139] smart,cart
[139] cart,uses
[139] deeplearning,enable
[139] enable,pick
[139] pick,n
[139] n,go

Top Word Pairs in Tweet in G5:
[34] retail,retailtech
[9] e,commerce
[8] retailtech,retailers
[8] ecommerce,onlineshopping
[8] retail,tech
[7] retailers,etailers
[7] etailers,digital
[7] digital,pimworks
[7] pimworks,pim
[7] onlineshopping,webstore

Top Word Pairs in Tweet in G6:
[107] ceo,ceos
[107] ceos,cxo
[107] cxo,radio
[107] radio,tv
[107] tv,csuite
[107] csuite,vc
[107] vc,privateequity
[107] privateequity,media
[107] media,fintech
[107] fintech,retailtech

Top Word Pairs in Tweet in G7:
[50] ai,artificialintelligence
[47] uses,deeplearning
[43] system,uses
[43] deeplearning,make
[43] make,shopping
[43] shopping,experience
[43] experience,easier
[40] easier,video
[40] video,ai
[40] artificialintelligence,foodtech

Top Word Pairs in Tweet in G8:
[22] flashback,retailtechtour
[22] retailtechtour,2019
[19] bf_dach,flashback
[11] french,retailtech
[11] retailtech,chosen
[9] 2019,really
[9] really,delighted
[9] delighted,participate
[9] participate,opportunity
[9] opportunity,meet

Top Word Pairs in Tweet in G9:
[7] retailtech,retail
[6] cx,retailtech
[5] data,driven
[5] retail,retailinnovation
[5] retailinnovation,retailtech
[4] latest,news
[4] news,opinion
[4] opinion,analysis
[4] analysis,world
[4] world,data

Top Word Pairs in Tweet in G10:
[107] ecommerce,retail
[58] create,profitable
[58] profitable,ecommerce
[58] retail,magento
[58] magento,retailtechnology
[54] ecommerce,store
[54] store,ecommerce
[49] 7,sensational
[49] sensational,ecommerce
[49] ecommerce,success

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@paula_piccard
@pbalakrishnarao
@evankirstel
@julez_norton
@jblefevre60
@haroldsinnott
@ipfconline1
@harbrimah
@frronconi
@wef

Top Mentioned in G1:
@julez_norton
@paula_piccard
@harbrimah
@frronconi
@pbalakrishnarao
@wef
@evankirstel
@nathealings
@jblefevre60
@cern

Top Mentioned in G2:
@evankirstel
@paula_piccard
@jblefevre60
@ipfconline1
@haroldsinnott
@mclynd
@he
@julez_norton
@spirosmargaris
@tachouhoner

Top Mentioned in G3:
@shoptalk
@omnitalk
@rtih_retailtech
@lafayette_pnp
@perchexperience
@forbes
@macys
@nextaillabs
@trevorsumner
@jo_tescolabs

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

Top Mentioned in G5:
@bamitav
@meteors_fr
@id_akt
@1clickfashion
@repl_group
@loracmustaine

Top Mentioned in G6:
@marcrudov
@cstorenews_
@hayekgaby
@chrisxtg
@mikequindazzi
@paula_piccard
@julez_norton
@diyguruorg
@jd_corporate
@evankirstel

Top Mentioned in G7:
@ingliguori
@antgrasso
@bizblockchainhq
@poultry_nxt
@kuriharan
@blockchainw
@paula_piccard
@inspirave
@digitaltrends
@julez_norton

Top Mentioned in G8:
@bf_dach
@daretail
@eurocis
@bf_tech_uk
@euroshop
@hmy_group
@charl
@md_gmbh
@makingflo
@active_viam

Top Mentioned in G9:
@retaildive
@retexperience
@adage
@retailwire
@velocityww
@credera
@rtouchpoints
@chainstoreage
@samsclub
@shelikestoshop

Top Mentioned in G10:
@mikeschiemer
@blogginoutreach
@backlink_4_sale
@diioannid
@guestbloggerseo

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@cowboyscifibot
@sectest9
@deejayiwan
@000120o
@evankirstel
@sainsburys
@judehaste_write
@chidambara09
@billnigh

Top Tweeters in G1:
@arkangelscrap
@sectest9
@billnigh
@firstpost
@business
@evanderburg
@calcaware
@amazingchevvolt
@glaciarblue
@nikhilchhajar

Top Tweeters in G2:
@deejayiwan
@evankirstel
@fintechna
@marshacollier
@richsimmondsza
@akwyz
@nancyrubin
@thomaspower
@timothy_hughes
@fettkeven

Top Tweeters in G3:
@walmart
@sueleugers
@marksandspencer
@inc
@xslasvegas_ken
@yamatho2
@asos
@forbes
@pret
@therealest007

Top Tweeters in G4:
@jj_angelus
@mercyfajarinaj
@asboediono
@ashot_
@acertijo
@a_abdulaziz_a
@mainaite
@drskharlamov
@lesguer_lionel
@tamaramccleary

Top Tweeters in G5:
@bamitav
@andrew_campling
@shathamaskiry
@eudyzerpa
@computerweekly
@ariegoldshlager
@dataprix
@pjotrww
@healerkenneth
@chairmansam

Top Tweeters in G6:
@judehaste_write
@chidambara09
@kathysamira
@entwistletx
@sai
@pardoe_ai
@terzima
@foodmfguk
@cstorenews_
@aldo_zaffalon

Top Tweeters in G7:
@gezgintrk
@kuriharan
@santchiweb
@digitaltrends
@formilabhx
@netclubj1
@bsetiawan55
@rubenroa
@hernangraffe
@fernandakellner

Top Tweeters in G8:
@fmfrancoise
@lzankereu
@celestinomz
@sandrinelatil
@daretail
@ainiatecnologia
@ceciledelettre
@bf_techservices
@jorgegdeopazo
@cisco

Top Tweeters in G9:
@fastcompany
@mediapost
@adage
@samsclub
@dallasbiznews
@mommyswishlist
@stitchfix
@retailwire
@emarketer
@retaildive

Top Tweeters in G10:
@mikeschiemer
@bootstrapsbiz
@altcoinbadger
@ifrugalfitness
@10dollarstartup
@cristianethiel
@schiemermktng
@blogoutreachseo
@officiallslblog
@linkbuilder4seo


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