#retailtech, Twitter, 8/24/2019 8:36:29 PM, 207635


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#retailtech_2019-08-22_00-21-50.xlsx
#retailtech_2019-08-22_00-21-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 24, 2019
Short Description:
#retailtech via NodeXL http://bit.ly/2ZfgnjU
@enricomolinari
@unishopit
@rtih_retailtech
@jaypalter
@amazon
@evankirstel
@wirecard
@trevorsumner
@_fahem
@de_benaze

Top hashtags:
#retailtech
#ai
#retail
#innovation
#ecommerce
#tech
#digital
#iot
#ar
#business

Description:
Description
The graph represents a network of 2,098 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, 22 August 2019 at 07:22 UTC.

The requested start date was Thursday, 22 August 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, 35-minute period from Thursday, 08 August 2019 at 00:06 UTC to Wednesday, 21 August 2019 at 23:42 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 : 2098
Unique Edges : 3563
Edges With Duplicates : 2466
Total Edges : 6029
Number of Edge Types : 3
Mentions : 5383
Tweet : 617
Replies to : 29
Self-Loops : 617
Reciprocated Vertex Pair Ratio : 0.0489087562450697
Reciprocated Edge Ratio : 0.0932564552519428
Connected Components : 218
Single-Vertex Connected Components : 105
Maximum Vertices in a Connected Component : 1510
Maximum Edges in a Connected Component : 5218
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.753508
Graph Density : 0.000906692705953805
Modularity : 0.499747
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[38] https://indiegogo.com/projects/the-avanco-hear-the-worlds-smallest-earbuds
[35] https://www.myfrugalbusiness.com/2019/08/challenges-retail-business-overcome.html
[23] https://www.forbes.com/sites/falonfatemi/2019/08/10/5-ways-artificial-intelligence-is-transforming-crms/?twitter=@aneeshnair
[20] https://blogs.absolute.com/how-to-improve-data-security-in-the-financial-sector-2/?twitter=@aneeshnair
[18] https://www.myfrugalbusiness.com/2019/08/why-do-companies-use-price-optimizer-software.html
[13] http://www.aeris.com/?utm_campaign=Aeris
[13] Infographics
[13] August
[13] https://www.zdnet.com/article/huaweis-new-smartphone-operating-system-is-completely-different-from-android-and-ios/?twitter=@aneeshnair
[12] https://twitter.com/aneeshnair/status/1163308614284718086

Top URLs in Tweet in G1:
[1] https://www.visualcapitalist.com/what-is-a-commodity-super-cycle/
[1] https://www.visualcapitalist.com/the-10-most-innovative-economies-in-2019/
[1] https://www.statista.com/chart/18916/value-of-clothes-imported-to-the-eu/
[1] https://www.technologyreview.com/s/614101/ai-and-empathy-help-ivf-prediction/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=social_share&utm_content=2019-08-09
[1] https://twitter.com/TamaraMcCleary/status/1160098457756897280
[1] https://video.buffer.com/v/5d5286ea4d048e09aa2867d6?utm_content=bufferc0d41&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://video.buffer.com/v/5d5ab9ce6671462c2719b4a3?utm_content=buffer9f61f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.visualcapitalist.com/how-the-modern-consumer-is-different/
[1] https://video.buffer.com/v/5d5a6c293dceda500a5f86e8?utm_content=buffera022b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/3BodyProblem/status/1163749277555990529

Top URLs in Tweet in G2:
[23] https://www.forbes.com/sites/falonfatemi/2019/08/10/5-ways-artificial-intelligence-is-transforming-crms/?twitter=@aneeshnair
[18] https://blogs.absolute.com/how-to-improve-data-security-in-the-financial-sector-2/?twitter=@aneeshnair
[13] https://www.zdnet.com/article/huaweis-new-smartphone-operating-system-is-completely-different-from-android-and-ios/?twitter=@aneeshnair
[12] https://twitter.com/aneeshnair/status/1163308614284718086
[10] http://www.aeris.com/?utm_campaign=Aeris
[10] Infographics
[10] August
[9] https://twitter.com/aneeshnair/status/1162946225022361602
[9] https://www.statista.com/chart/14771/e-commerce-sales-of-furniture/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183028

Top URLs in Tweet in G3:
[4] https://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5yCI1u0DY7YrAEhP9b286Ovefl86uvOOZ4aCzOdRvWwo2kLcp0/dk7rso
[3] https://tech.mg/dk7rso
[3] https://mag.euroshop.de/en/2019/08/launch-of-first-blueprint-for-human-robot-interaction/
[3] https://podcasts.apple.com/gb/podcast/revo-on-air/id1474382224
[2] https://retailtechinnovationhub.com/home/2019/8/13/funky-soap-shop-enlists-oxatis-group-for-online-overhaul
[2] https://retailtechinnovationhub.com/home/2019/8/14/lojas-americanas-goes-checkout-free-with-zippin
[2] https://retailtechinnovationhub.com/home/2019/8/15/qampa-gary-rohloff-co-founder-and-managing-director-laybuy
[2] https://retailtechinnovationhub.com/home/2019/8/20/morpheus-ventures-heads-up-starship-technologies-funding-round
[2] https://retailtechinnovationhub.com/home/2019/8/5/how-can-tech-improve-employee-morale-in-the-retail-sector?utm_content=buffere9742&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://mobilemarketingmagazine.com/how-technology-will-continue-to-evolve-the-retail-landscape

Top URLs in Tweet in G4:
[4] https://createdisruptiveretail.com/
[3] https://medium.com/myplanet-musings/segmenting-retail-why-research-shows-this-is-essential-36fce9eb8cf0
[2] https://www.pymnts.com/news/2019/for-retailers-getting-ready-for-automation/
[2] http://www.spirituk.com
[2] https://www.myfrugalbusiness.com/2019/05/fashion-brands-instagram-marketing-increase-traffic.html
[1] https://www.elcomcms.com/client-showcase/forty-winks?utm_campaign=Case%20Studies&utm_content=91414033&utm_medium=social&utm_source=twitter&hss_channel=tw-22871495
[1] https://www.hmy-group.com/media/customer-experience-through-technology?utm_medium=social&utm_source=Twitter
[1] http://www.bidooh.com/news/facial-analysis-or-facial-recognition-whats-the-difference.html
[1] https://onspotsocial.com/what-is-a-reta
[1] https://okt.to/TY0ykh

Top URLs in Tweet in G6:
[3] https://twitter.com/TIME/status/1159990620020236289
[2] https://twitter.com/MarketWatch/status/1159414905365291009
[2] https://twitter.com/TheEconomist/status/1159772582683578368
[2] https://twitter.com/MMinevich/status/1163781281769041921
[2] https://www.cnbc.com/video/2019/06/06/data-helping-us-target-specific-shoppers-cfo-of-russias-x5-says.html?__source=sharebar|twitter&par=sharebar
[1] https://twitter.com/pulte/status/1159608019153563648
[1] https://twitter.com/business/status/1159744053971443712
[1] https://twitter.com/BryanRoberts72/status/1159681603649466368
[1] https://twitter.com/RyanAFournier/status/1160708777013907464
[1] https://twitter.com/pulte/status/1160680979335438339

Top URLs in Tweet in G7:
[8] http://www.insider-trends.com/can-save-your-wardrobes-digital-wardrobe-help-you-shop-better/
[7] https://vision.gl/
[4] https://www.iris.xyz/sell/client-experience/what-signals-are-you-unintentionally-sending-your-clients
[3] http://imirror.nobal.ca/
[2] https://vision.gl
[2] https://hbr.org/2019/08/as-customers-begin-to-shop-through-voice-assistants-what-can-brands-do-to-stand-out
[2] Dive
[1] https://blog.vision.gl/2019/08/20/smart-technology-in-experiential-retail/
[1] https://www.linkedin.com/slink?code=e4F4Vnv
[1] https://www.vision.gl/

Top URLs in Tweet in G8:
[5] https://www.linkedin.com/pulse/humans-vs-machines-what-does-mean-retail-emma-sharley-2c/
[3] https://consumerindustriesforum.com/conference-news/top-retailtech-influencers-to-follow-on-twitter-and-linkedin/
[3] https://www.wired.co.uk/article/retail-artificial-intelligence
[2] https://consumerindustriesforum.com/conference-news/top-retailtech-influencers-to-follow-on-twitter-and-linkedin/?utm_content=buffer89c52&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#more-6038
[2] https://www.linkedin.com/pulse/future-ai-part-2-imtiaz-adam/?utm_content=buffer0c8c0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://info.eventfulconferences.com/cif-2019-sap-industry-innovation-awards
[2] https://www.groceryinsight.com/blog/2019/07/whole-foods-store/
[2] https://www.samsung.com/us/business/short-form/transforming-retail-associate-performance/?CampaignCode=https-www-samsung-com-us-business-support-resource-center-s-n-fu-SIGN-UP-TO-READ&linkId=72057525
[1] https://twitter.com/ETRetail/status/1160928945568505856
[1] https://twitter.com/ETRetail/status/1160868544545865731

Top URLs in Tweet in G9:
[1] https://inc42.com/buzz/walmart-wants-to-use-blockchain-to-power-drone-delivery-system/

Top URLs in Tweet in G10:
[11] http://bit.ly/2YwxRH4
[5] https://www.internetcommercesummit.com/ics/register-now/
[4] http://bit.ly/2GCcDxc
[3] https://www.alliancy.fr/?p=60068
[2] https://twitter.com/Alliancy_lemag/status/1159770344544243712
[1] https://www.forbes.com/sites/pamdanziger/2019/08/04/retailers-need-to-engage-shoppers-five-senses-to-save-physical-retail/#35af50a15634

Top Domains
Top Domains in Tweet in Entire Graph:
[155] twitter.com
[58] myfrugalbusiness.com
[45] forbes.com
[43] retailtechinnovationhub.com
[38] indiegogo.com
[25] nodexlgraphgallery.org
[24] linkedin.com
[23] co.uk
[22] absolute.com
[21] risnews.com

Top Domains in Tweet in G1:
[4] twitter.com
[3] visualcapitalist.com
[3] buffer.com
[2] sourcingjournal.com
[1] statista.com
[1] technologyreview.com
[1] okt.to
[1] linkedin.com
[1] absolute.com
[1] ecommercebytes.com

Top Domains in Tweet in G2:
[77] twitter.com
[36] forbes.com
[25] nodexlgraphgallery.org
[20] absolute.com
[19] zdnet.com
[15] cio.com
[13] aeris.com
[9] statista.com
[6] fastcompany.com
[6] smallbiztrends.com

Top Domains in Tweet in G3:
[42] retailtechinnovationhub.com
[7] accustore.com
[5] twitter.com
[5] euroshop.de
[5] apple.com
[4] po.st
[4] t.co
[3] tech.mg
[2] mobilemarketingmagazine.com
[2] wirecard.com

Top Domains in Tweet in G4:
[8] okt.to
[7] nrf.com
[6] medium.com
[6] twitter.com
[6] rplg.co
[5] co.uk
[4] linkedin.com
[4] createdisruptiveretail.com
[4] instagram.com
[3] myfrugalbusiness.com

Top Domains in Tweet in G6:
[29] twitter.com
[2] cnbc.com
[1] towardsdatascience.com
[1] retaildetail.eu
[1] voguebusiness.com
[1] retaildive.com
[1] aeris.com
[1] cio.com
[1] po.st
[1] euratechnologies.com

Top Domains in Tweet in G7:
[12] vision.gl
[9] insider-trends.com
[4] iris.xyz
[3] nobal.ca
[2] retailcustomerexperience.com
[2] risnews.com
[2] twitter.com
[2] hbr.org
[1] linkedin.com
[1] snip.ly

Top Domains in Tweet in G8:
[9] consumerindustriesforum.com
[7] linkedin.com
[6] twitter.com
[5] co.uk
[3] samsung.com
[2] eventfulconferences.com
[2] groceryinsight.com
[1] coresight.com
[1] pymnts.com
[1] retailminded.com

Top Domains in Tweet in G9:
[1] inc42.com

Top Domains in Tweet in G10:
[15] bit.ly
[5] internetcommercesummit.com
[3] alliancy.fr
[2] twitter.com
[1] forbes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1805] retailtech
[629] ai
[498] retail
[286] innovation
[286] ecommerce
[223] tech
[208] digital
[197] iot
[170] ar
[150] business



Top Hashtags in Tweet in G1:
[416] retailtech
[200] ai
[160] digital
[130] innovation
[122] efood
[111] efarm
[104] ar
[94] sensors
[87] agritech
[74] vr

Top Hashtags in Tweet in G2:
[408] retailtech
[231] ai
[102] retail
[96] robotic
[70] cio
[69] cdo
[62] iot
[61] tech
[59] ciso
[55] cto

Top Hashtags in Tweet in G3:
[125] retailtech
[37] ecommerce
[36] retailtechnology
[24] payments
[24] retail
[14] wdyt
[12] ecommercenewsfeed
[11] unmannedstore
[9] podcast
[6] mobilepayments

Top Hashtags in Tweet in G4:
[145] retailtech
[48] retail
[22] ecommerce
[14] ai
[13] retailtechnology
[10] customerexperience
[10] retailers
[10] technology
[8] digitaltransformation
[7] cx

Top Hashtags in Tweet in G5:
[1] legowelten
[1] großmodelle
[1] spielflächen
[1] schaukästen
[1] edutainment
[1] retail
[1] retailtech

Top Hashtags in Tweet in G6:
[117] ai
[96] retailtech
[76] innovation
[70] tech
[69] startup
[55] technology
[52] iot
[48] entrepreneur
[46] bigdata
[44] retail

Top Hashtags in Tweet in G7:
[53] retailtech
[42] retail
[14] computervision
[13] ecommerce
[12] futureofretail
[7] retailinnovation
[7] technology
[6] custexp
[6] retailers
[5] fashionretail

Top Hashtags in Tweet in G8:
[53] retailtech
[23] retail
[16] ai
[11] twitter
[11] linkedin
[3] ecommerce
[3] businessmodel
[2] mobile
[2] india
[2] fintech

Top Hashtags in Tweet in G9:
[2] retailtech
[1] blockchaintechnology
[1] blockchain
[1] teck
[1] entrepreneur
[1] startup
[1] ai
[1] innovation
[1] tech
[1] technology

Top Hashtags in Tweet in G10:
[16] retailtech
[12] tribune
[9] startup
[9] ecommerce
[7] retail
[5] technologies
[4] experience
[4] customers
[4] commerce
[3] innovation

Top Words
Top Words in Tweet in Entire Graph:
[1974] Words in Sentiment List#1: Positive
[379] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[56228] Non-categorized Words
[58581] Total Words
[1808] #retailtech
[1451] enricomolinari
[629] #ai
[517] #retail
[399] retail

Top Words in Tweet in G1:
[1195] enricomolinari
[416] #retailtech
[200] #ai
[160] #digital
[130] #innovation
[122] #efood
[111] #efarm
[104] #ar
[94] #sensors
[87] #agritech

Top Words in Tweet in G2:
[408] #retailtech
[231] #ai
[177] enricomolinari
[122] jblefevre60
[109] paula_piccard
[105] #retail
[100] delivery
[100] diioannid
[96] #robotic
[96] mikequindazzi

Top Words in Tweet in G3:
[128] #retailtech
[51] rtih_retailtech
[37] #ecommerce
[36] #retailtechnology
[33] store
[32] customer
[29] wirecard
[24] #payments
[24] #retail
[19] convenience

Top Words in Tweet in G4:
[145] #retailtech
[48] #retail
[41] retail
[23] more
[22] #ecommerce
[21] out
[19] retailers
[15] s
[14] technology
[14] new

Top Words in Tweet in G5:
[96] brand
[96] w
[95] nice
[95] facade
[95] new
[95] lego
[95] retail
[95] store
[95] salzburg
[95] europark

Top Words in Tweet in G6:
[117] #ai
[96] #retailtech
[76] #innovation
[70] #tech
[69] #startup
[55] #technology
[52] #iot
[51] enricomolinari
[48] hayekgaby
[48] #entrepreneur

Top Words in Tweet in G7:
[53] #retailtech
[42] #retail
[27] new
[18] store
[16] out
[15] experience
[14] vision_gl
[14] #computervision
[14] retail
[13] perchexperience

Top Words in Tweet in G8:
[53] #retailtech
[23] #retail
[22] top
[18] dresserman
[17] influencers
[16] #ai
[15] maryportas
[15] theretaildoctor
[14] neilretail
[13] ci_forum

Top Words in Tweet in G9:
[29] use
[28] sound
[28] futurists
[28] dream
[28] walmart
[28] blockchain
[28] power
[28] drone
[28] delivery
[28] system

Top Words in Tweet in G10:
[18] commerce
[16] #retailtech
[16] les
[16] retailtech
[15] à
[14] led3_paris
[12] #tribune
[12] comment
[12] concurrencer
[12] géants

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[194] #ai,#retailtech
[129] #retail,#retailtech
[103] enricomolinari,#retailtech
[102] jblefevre60,mikequindazzi
[101] #robotic,delivery
[101] delivery,dogs
[101] dogs,#ai
[101] #retailtech,ht
[101] ht,jblefevre60
[101] sallyeaves,diioannid

Top Word Pairs in Tweet in G1:
[90] enricomolinari,#retailtech
[73] enricomolinari,#ar
[67] enricomolinari,#agritech
[53] #ai,#sensors
[52] #vr,simulator
[52] simulator,makes
[52] makes,feel
[52] feel,flying
[52] flying,bird
[52] bird,enricomolinari

Top Word Pairs in Tweet in G2:
[115] #ai,#retailtech
[91] jblefevre60,mikequindazzi
[90] #robotic,delivery
[90] delivery,dogs
[90] dogs,#ai
[90] #retailtech,ht
[90] ht,jblefevre60
[90] sallyeaves,diioannid
[83] mikequindazzi,spirosmargaris
[83] spirosmargaris,sallyeaves

Top Word Pairs in Tweet in G3:
[17] #retailtech,#payments
[14] #retailtech,#retailtechnology
[13] #retail,#retailtech
[13] grab,go
[11] #payments,#ecommerce
[11] introducing,wirecard's
[11] wirecard's,grab
[11] go,store
[11] store,#unmannedstore
[11] #unmannedstore,prototype

Top Word Pairs in Tweet in G4:
[13] #retail,#retailtech
[12] find,out
[8] #ecommerce,#retailtech
[7] out,more
[6] check,out
[6] e,commerce
[6] #retailtechnology,#retailtech
[5] #retailtech,#retail
[5] #retailtech,#ai
[5] #retail,#retailers

Top Word Pairs in Tweet in G5:
[95] nice,facade
[95] facade,new
[95] new,lego
[95] lego,brand
[95] brand,retail
[95] retail,store
[95] store,salzburg
[95] salzburg,europark
[95] europark,shopping
[95] shopping,center

Top Word Pairs in Tweet in G6:
[70] #ai,#innovation
[67] #innovation,#tech
[57] #startup,#ai
[42] #entrepreneur,#startup
[40] #bigdata,#artificialintelligence
[38] #venturecapital,#bigdata
[35] #retailtech,#retail
[31] #technology,#iot
[30] #tech,#business
[27] #business,#technology

Top Word Pairs in Tweet in G7:
[9] #retail,#futureofretail
[9] #computervision,scary
[9] scary,word
[9] word,#retail
[8] check,out
[7] out,ceo
[7] ceo,trevorsumner
[7] trevorsumner,retexperience
[7] retexperience,explaining
[7] explaining,#computervision

Top Word Pairs in Tweet in G8:
[17] top,#retailtech
[17] #retailtech,influencers
[15] dresserman,maryportas
[14] maryportas,neilretail
[12] influencers,follow
[12] #retailtech,#ai
[12] neilretail,theretaildoctor
[11] #twitter,#linkedin
[9] #retail,#retailtech
[7] follow,#twitter

Top Word Pairs in Tweet in G9:
[28] sound,futurists
[28] futurists,dream
[28] dream,walmart
[28] walmart,use
[28] use,blockchain
[28] blockchain,power
[28] power,drone
[28] drone,delivery
[28] delivery,system
[27] usdxwallet,sound

Top Word Pairs in Tweet in G10:
[12] #tribune,comment
[12] comment,concurrencer
[12] concurrencer,les
[12] les,géants
[12] géants,l'e
[12] l'e,commerce
[12] commerce,grâce
[12] grâce,aux
[12] aux,retailtech
[12] retailtech,et

Top Replied-To
Top Replied-To in Entire Graph:
@nike
@biotrem_eu
@ocadotechnology
@austen
@paula_piccard
@retailprophet
@aneeshnair
@sarbjeetjohal
@bwtechnologies
@occamscomb

Top Replied-To in G1:
@biotrem_eu

Top Replied-To in G2:
@ocadotechnology
@sarbjeetjohal
@aneeshnair
@paula_piccard
@nike
@microsoft
@haroldsinnott

Top Replied-To in G3:
@sainsburys
@carrefourgroup

Top Replied-To in G6:
@occamscomb

Top Replied-To in G7:
@nike

Top Replied-To in G8:
@retailprophet
@wroe_tweet

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@jblefevre60
@paula_piccard
@mikequindazzi
@diioannid
@sallyeaves
@spirosmargaris
@evankirstel
@bovanderputten
@thead

Top Mentioned in G1:
@enricomolinari
@kasht
@aghiathchbib
@dinisguarda
@automeme
@enricomolina
@mikequindazzi
@paula_piccard
@jolaburnett

Top Mentioned in G2:
@jblefevre60
@paula_piccard
@diioannid
@enricomolinari
@mikequindazzi
@sallyeaves
@spirosmargaris
@evankirstel
@thead
@aneeshnair

Top Mentioned in G3:
@rtih_retailtech
@wirecard
@getzippin
@amazon
@tfl
@cybertill
@klarna
@maybetech
@claranet
@joernleogrande

Top Mentioned in G4:
@gustiecreative
@vsinfopase
@akiraanalytics
@dataminr
@idesigncafe

Top Mentioned in G5:
@bovanderputten

Top Mentioned in G6:
@hayekgaby
@enricomolinari
@edmuke
@kevin_jackson
@sarbje
@time
@occamscomb
@dmalert
@matthieulscl
@aifora_com

Top Mentioned in G7:
@vision_gl
@perchexperience
@trevorsumner
@retexperience
@insidertrends
@saveyrwardrobe
@natalie_berg
@iris_xyz
@hyken
@msftbusinessuk

Top Mentioned in G8:
@dresserman
@maryportas
@theretaildoctor
@neilretail
@ci_forum
@emsharley
@retailminded
@stevenpdennis
@keithanderson
@the_realmcwick

Top Mentioned in G9:
@usdxwallet
@hayekgaby
@enricomolinari

Top Mentioned in G10:
@led3_paris
@de_benaze
@lesechos
@ics_2019
@alliancy_lemag
@realproptechcon
@lsaconsommation
@jpmichenaud
@metapropnyc
@mapicworld

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@piyuanker12
@diplomix
@nosqldigest
@deejayiwan
@gamergeeknews
@evankirstel
@sainsburys
@lorimoreno

Top Tweeters in G1:
@piyuanker12
@deejayiwan
@lorimoreno
@billnigh
@rvp
@iam__network
@marshacollier
@valaafshar
@akwyz
@smoothsale

Top Tweeters in G2:
@arkangelscrap
@sectest9
@evankirstel
@fintechna
@richsimmondsza
@santchiweb
@sharerussharing
@windows
@gezgintrk
@gvalan

Top Tweeters in G3:
@sainsburys
@marksandspencer
@medicojunghiano
@costacoffee
@ocado
@drferdowsi
@tfl
@barclaycard
@downloadcoffee
@riverisland

Top Tweeters in G4:
@csa_dvillamizar
@dogetalist
@moueller1961
@timsandle
@guest_posts_seo
@startupsmart
@danielcantorna
@talentkeepers
@felixevargas
@cioreview

Top Tweeters in G5:
@andre_santinov
@carlosfloress22
@frankbucan
@bovanderputten
@_015377009955
@irko213
@monarchcapital2
@verazotova2
@borisoffalexej
@alekgoncharoff

Top Tweeters in G6:
@nosqldigest
@gamergeeknews
@chidambara09
@time
@cnbc
@saeedbaygi
@russsl
@pardoe_ai
@nerdyflow
@alternative200

Top Tweeters in G7:
@entwistletx
@luisb
@trendhunter
@82jjc
@sehoujou
@iris_xyz
@azpat0
@i4yjaja
@ana_captures
@ordinarylife47

Top Tweeters in G8:
@nordstrom
@surfergrl15
@coopuk
@neilretail
@dresserman
@technojeder
@soult
@retailminded
@brainroaring
@jaypalter

Top Tweeters in G9:
@topstartupsusa
@tranmin57652077
@iamfelarmie
@07catz_anime
@gideme04
@edrineivan
@kishanc68022428
@usdxwallet
@recklessself
@dediira88116277

Top Tweeters in G10:
@thomasclone
@lesechos
@nicochan33
@ironmaximilien
@ukrphysics
@jeromemonange
@lsaconsommation
@alliancy_lemag
@carrierthibault
@andrewnation13