supplychain, Twitter, 7/3/2021 7:54:24 PM, 258194


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supplychain_2021-07-03_12-18-01.xlsx
supplychain_2021-07-03_12-18-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 03, 2021
Short Description:
supplychain via NodeXL https://bit.ly/368SkUP
@chidambara09
@dbschenkerusa
@mvollmer1
@aloksrivasnpc
@fyziktom
@pythonexpertbot
@forbes
@dennispan20181
@aflomagazine
@manishs10090357

Top hashtags:
#supplychain
#ai
#bigdata
#datascience
#analytics
#frenchtech

Description:
Description
The graph represents a network of 4,776 Twitter users whose tweets in the requested range contained "supplychain", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 03 July 2021 at 19:33 UTC.

The requested start date was Saturday, 03 July 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 3-hour, 13-minute period from Tuesday, 29 June 2021 at 14:47 UTC to Friday, 02 July 2021 at 18:00 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 : 4776
Unique Edges : 3486
Edges With Duplicates : 9088
Total Edges : 12574
Number of Edge Types : 5
Tweet : 3466
Mentions : 1997
Retweet : 3123
MentionsInRetweet : 3870
Replies to : 118
Self-Loops : 3621
Reciprocated Vertex Pair Ratio : 0.0324410163339383
Reciprocated Edge Ratio : 0.0628433311360141
Connected Components : 1566
Single-Vertex Connected Components : 1052
Maximum Vertices in a Connected Component : 1891
Maximum Edges in a Connected Component : 7112
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.991743
Graph Density : 0.00019955799942119
Modularity : 0.39434
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,776 Twitter users whose tweets in the requested range contained "supplychain", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 03 July 2021 at 19:33 UTC.

The requested start date was Saturday, 03 July 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 3-hour, 13-minute period from Tuesday, 29 June 2021 at 14:47 UTC to Friday, 02 July 2021 at 18:00 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : supplychain
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] https://gillandrews.com/formatting-web-content-mistakes/
[32] https://www.forbes.com/sites/larryenglish/2021/06/22/outdated-tech-is-a-non-starter-in-the-hybrid-world-3-ways-to-start-a-digital-transformation/
[30] https://soulpageit.com/how-businesses-are-using-data-to-improve-customer-experience/
[27] https://biztechmagazine.com/article/2021/05/qa-are-businesses-doing-digital-strategy-wrong
[25] https://twitter.com/i/events/1410613963625095186
[25] https://www.bundlenews.co/detail/8527eeb0-7cb5-42fa-9a2f-bcbfc5e1c73b?l=1
[23] https://www.dailymail.co.uk/health/article-9737481/Moderna-says-COVID-vaccine-DOES-work-against-variants-including-Delta-strain.html?ito=amp_twitter_share-top
[22] https://www.dailymail.co.uk/tvshowbiz/article-9745933/Quentin-Tarantino-says-cast-Uma-Thurmans-daughter-potential-Kill-Bill-film.html?ito=amp_twitter_share-top
[22] https://www.thecut.com/2015/07/bill-cosbys-accusers-speak-out.html
[22] https://www.hollywoodreporter.com/movies/movie-news/indiana-jones-harrison-ford-worn-fedora-sells-at-auction-for-more-than-250k-estimate-1234975402/#utm_medium=social&utm_source=twitter&utm_campaign=social_bar&utm_content=bottom_amp&utm_id=1234975402

Top URLs in Tweet in G1:
[8] https://techcrunch.com/2021/06/17/deep-reinforcement-learning-will-transform-manufacturing-as-we-know-it/
[6] https://www.aei.org/technology-and-innovation/5-questions-on-strengthening-us-cybersecurity-with-rep-john-katko-and-an-exper
[5] https://www.accenture.com/us-en/blogs/business-functions-blog/why-your-retail-success-rides-on-your-supply-chain?c=acn_glb_intelligentsuppsprinklradvocac_12252187&n=smc_0621
[5] https://calendly.com/andrea-freight-hub-group
[4] https://www.mhlnews.com/warehousing/article/21167323/warehouse-automation-the-paradox-of-too-many-choices
[4] https://www.photon.in/supply-chain-digitization-guide?utm_campaign=Supply
[4] Chain
[4] Digitization
[4] https://gudcapital.com/coronavirus-business-loans-working-capital/
[4] https://fulfillmenthubusa.com/

Top URLs in Tweet in G2:
[32] https://www.forbes.com/sites/larryenglish/2021/06/22/outdated-tech-is-a-non-starter-in-the-hybrid-world-3-ways-to-start-a-digital-transformation/
[32] https://gillandrews.com/formatting-web-content-mistakes/
[28] https://soulpageit.com/how-businesses-are-using-data-to-improve-customer-experience/
[27] https://biztechmagazine.com/article/2021/05/qa-are-businesses-doing-digital-strategy-wrong
[25] https://www.bundlenews.co/detail/8527eeb0-7cb5-42fa-9a2f-bcbfc5e1c73b?l=1
[25] https://twitter.com/i/events/1410613963625095186
[23] https://www.dailymail.co.uk/health/article-9737481/Moderna-says-COVID-vaccine-DOES-work-against-variants-including-Delta-strain.html?ito=amp_twitter_share-top
[22] https://www.dailymail.co.uk/tvshowbiz/article-9745933/Quentin-Tarantino-says-cast-Uma-Thurmans-daughter-potential-Kill-Bill-film.html?ito=amp_twitter_share-top
[21] https://www.hollywoodreporter.com/movies/movie-news/indiana-jones-harrison-ford-worn-fedora-sells-at-auction-for-more-than-250k-estimate-1234975402/#utm_medium=social&utm_source=twitter&utm_campaign=social_bar&utm_content=bottom_amp&utm_id=1234975402
[20] https://udemycoupons.me/zero-to-hero-android-developer-course/

Top URLs in Tweet in G3:
[12] https://www.npcindia.gov.in/NPC/User/webinar_registration?course_select_id=MTI1OA==
[8] https://www.npcindia.gov.in/NPC/User/webinarpage
[6] https://npcindia.gov.in/NPC/User/webinar_registration?course_select_id=MTI1OA==
[2] https://www.npcindia.gov.in/NPC/Uploads/webinar/NPC
[2] SCM
[2] eTrg
[2] Brochure
[2] 2829062021130404.pdf
[2] https://www.npcindia.gov.in/NPC/User/webinar_registration?course_select_id=MTM1MQ==
[1] https://sie.ag/3dc9Ye3

Top URLs in Tweet in G4:
[6] https://buyersmeetingpoint.com/bmp-book-reviews/entry/book-review-contracting-in-the-new-economy
[6] https://buyersmeetingpoint.com/news-and-events/weekly-event-recommendations/entry/june-28-july-2-full-visibility-lessons-learned-what-we-keep-getting-wrong
[3] https://www.wtin.com/media/mags/Textile_4.0/Issue_2_2021/1054180621/index.html
[3] https://www.coupa.com/blog/supply-chain/supporting-supply-chain-resiliency-through-continuous-design
[2] https://hackettgrp.zoom.us/webinar/register/2916218803423/WN_5tRf9xzLRDayhJJ9R91ydw
[2] https://hbr.org/2021/06/data-management-is-a-supply-chain-problem
[2] https://supplychainnow.com/episode-671/
[2] https://spark.adobe.com/page/IXvwPP22n6wlT/
[2] https://www.shdlogistics.com/issues/shd-logistics-july-issue-2021?utm_source=Twitter&utm_medium=Social+Organic&utm_campaign=EME00SLD-AS-RSS-feed
[2] https://twitter.com/gadgetgirl_tka/status/1409696939147370497?s=21

Top URLs in Tweet in G5:
[5] http://blog.dbschenker.com/supplychainofthefuture
[5] https://www.supplychaindive.com/news/Winnebago-backlog-high-demand-motorhomes/602536/
[3] https://www.supplychaindive.com/news/best-buy-plans-to-spend-12b-diverse-suppliers/602466/
[3] https://www.inboundlogistics.com/cms/article/check-this-out-e-commerce-grocers/
[3] https://www.billerudkorsnas.com/managed-packaging/knowledge-center/articles/sustainable-supply-chain-infographic
[2] https://www.sdcexec.com/awards/pros-to-know/video/21533136/verusen-pros-to-know-combatting-the-covid19-pandemic-with-the-verusen-team
[2] https://verusen.com/supply-chain-leader-verusen-expands-with-new-headquarters-in-atlantas-tech-square/?utm_campaign=2021%20Social%20Media&utm_content=171414017&utm_medium=social&utm_source=twitter&hss_channel=tw-1088576173242753025
[2] http://global.chinadaily.com.cn/a/202106/27/WS60d7c788a310efa1bd65e269.html
[2] https://www.supplychaindive.com/news/warehouse-ecommerce-construction-fulfillment-center/602266/
[2] https://www.supplychainbrain.com/blogs/1-think-tank/post/33243-how-iot-can-help-solve-the-computer-chip-shortage

Top URLs in Tweet in G6:
[3] https://www.maxbotix.com/articles/articles-iot-sensors-for-manufacturing-htm.htm?utm_campaign=iot-sensors-for-manufacturing&utm_medium=social_link&utm_source=missinglettr-twitter
[3] https://iotwhitebook.com/bics-iot-solutions-material-handling/
[2] https://twitter.com/cmroberson06/status/1410562523657605125
[2] https://www.linkedin.com/feed/update/urn:li:activity:6816272235863564288
[2] https://twitter.com/ROIALTY_live/status/1409780791723364353
[1] https://industrytoday.com/automation-benefits-supply-chain-warehouse-operations/
[1] https://industrytoday.com/playbook-a-more-resilient-supply-chain/
[1] https://www.repubblica.it/economia/rapporti/osserva-italia/mercati/2021/07/02/news/gestione_della_catena_di_approvvigionamento_del_food_beverage_il_ruolo_cruciale_della_tecnologia-308604072/?p
[1] https://multichannelmerchant.com/ecommerce/omnichannel-grocery-shoppers-spend-20-more/
[1] https://www.supplychainmovement.com/steady-rise-in-female-supply-chain-professionals/

Top URLs in Tweet in G7:
[5] https://www.forbes.com/sites/sap/2021/07/01/germany-raises-the-bar-for-supply-chain-traceability-and-sustainability/
[5] https://www.forbes.com/sites/sap/2021/04/29/cpg-brands-pivot-to-post-covid-agility-with-intelligent-tech/?sh=627d84cd12d1
[4] https://blog.hyland.com/back-office-solutions/drop-the-box-drop-by-hylands-transportation-and-logistics-virtual-forum/?utm_source=twitter&utm_medium=social&utm_campaign=
[3] https://www.amazon.com/dp/B07XML28M5/ref=as_li_ss_tl?keywords=cuda+education+fashion&qid=1567864530&s=gateway&sr=8-1&linkCode=sl1&tag=nickdancriddr-20&linkId=d7b8f559d43b2bc9fbfaa4532fd6ad88&language=en_US
[3] https://www.amazon.com/Luxury-Fashion-Retail-Industry-Report-ebook/dp/B07XML28M5?dchild=1&qid=1622904706&sr=8-1&linkCode=sl1&tag=nickdancriddr-20&linkId=cd4d3095c73b3a60a39286d80dffc096&language=en_US&ref_=as_li_ss_tl
[2] https://cio.economictimes.indiatimes.com/news/corporate-news/to-digitize-supply-chains-leaders-must-prioritize-the-resilience-of-their-networks-paul-marriott-president-sap/82935388
[2] https://www.retaildive.com/news/new-consumer-tech-gadgets-modernize-payments/602565/
[2] https://www.sourcetoday.com/supply-chain/article/21167179/assessing-covid19s-continued-impact-on-supply-chains
[2] https://mailchi.mp/wrapcompliance/the-wrap-weekly-newsletter-october-762296
[2] https://www.yahoo.com/lifestyle/meeting-surging-demand-supply-chain-160815779.html?guccounter=1

Top URLs in Tweet in G8:
[3] https://www.decision-achats.fr/thematique/supply-logistique-1297/conjoncture-economique-2269/breves/approvisionnements-anticiper-prevenir-risques-rupture-supply-chain-361951.htm
[2] http://globbsecurity.fr/attaque-de-la-supply-chain-il-est-temps-de-se-mettre-a-la-page-des-nouvelles-techniques-47080/
[2] https://www.maritimegateway.com/d-p-world-to-buy-three-transworld-units/?utm_source=newsletter&utm_medium=email&utm_campaign=June%2030%202021%20FD
[2] https://www.nytimes.com/2021/06/29/upshot/markets-work-but-untangling-global-supply-chains-takes-time.html?referringSource=articleShare
[2] https://www.decision-achats.fr/Thematique/strategie-achats-1236/veille-2259/Breves/Revue-presse-achats-semaine-juin-362314.htm
[2] https://www.decision-achats.fr/Thematique/supply-logistique-1297/transport-2267/Breves/Achats-transport-marche-est-tendu-mais-fait-preuve-agilite-362148.htm
[2] https://app.livestorm.co/france-supply-chain/comment-la-blockchain-fluidifie-les-echanges-entre-lensemble-des-acteurs-de-la-supply-chain?type=detailed
[1] https://www.africalogisticsmagazine.com/?q=fr/content/alogistik-aka-affian-dg-et-les-agents-font-le-bilan-un-chiffre-daffaires-de-150-millions-de
[1] https://www.africalogisticsmagazine.com/?q=fr/content/transport-ferroviaire-le-trafic-perturbe-par-une-greve-inopinee-alger
[1] https://www.africalogisticsmagazine.com/?q=fr/content/comment-libra-capital-veut-placer-loriental-sur-la-carte-aeronautique-mondiale

Top URLs in Tweet in G9:
[2] https://www.fourkites.com/press/consumer-brands-announces-new-task-force-to-bring-visibility-and-collaboration-to-supply-chain-challenges/?utm_medium=social
[2] https://www.nbcnews.com/business/consumer/just-time-july-4-america-s-latest-shortage-fireworks-n1271977
[2] https://www.fourkites.com/blogs/the-road-to-agility-for-carriers-and-brokers/?utm_source=linkedin&utm_medium=social&utm_campaign=loud-proud
[2] https://sourcingsolved.com/podcasts/why-do-we-need-more-female-leaders-in-procurement/
[1] https://beckershealthcare.uberflip.com/i/1383677-july-2021-issue-of-beckers-hospital-review/23
[1] https://medium.com/morpheus-network/morpheus-network-joins-international-association-of-trusted-blockchain-applications-inatba-7ba188ef756a
[1] https://morpheus.network/
[1] https://davisportal.ca/supply-chain-canada/issue-2-2021/?page=33
[1] https://blog.cognibox.com/en/blog/supply-chain-management-a-key-approach-for-product-distribution?utm_campaign=Campagne_Sous-traitance_LB&utm_content=171489598&utm_medium=social&utm_source=twitter&hss_channel=tw-47105437
[1] https://blog.cognibox.com/en/blog/supply-chain-management-a-key-approach-for-product-distribution?utm_content=171741059&utm_medium=social&utm_source=twitter&hss_channel=tw-47105437

Top URLs in Tweet in G10:
[2] https://supplychaindigital.com/events/procurement-and-supply-chain-live
[2] https://dy.si/jpbjKF2
[2] https://dy.si/ysWaVE
[2] https://dy.si/MX9K9R2
[2] https://dy.si/97pszg2
[2] https://procurementmag.com/sustainable-sourcing/heineken-vizibl-driving-collaborative-partnerships
[2] https://africanmediaagency.com/bboxx-goes-live-with-sap-to-accelerate-global-access-to-clean-energy/
[1] https://constructionglobal.com/brochure/aptim-revamps-their-way-better-procurement-1
[1] https://www.supplychain.nhs.uk/news-article/a-day-in-the-life-of-an-ecommerce-deployment-lead/?utm_source=Twitter01072021&utm_medium=SocialMedia&utm_campaign=eCommerceDeploymentLead
[1] https://www.supplychain.nhs.uk/product-information/contract-launch-brief/disposable-and-washable-continence-care-and-associated-products/?utm_source=Twitter29062021&utm_medium=SocialMedia&utm_campaign=CLContinenceCareT5

Top Domains
Top Domains in Tweet in Entire Graph:
[420] careerarc.com
[364] co.uk
[244] twitter.com
[178] linkedin.com
[108] forbes.com
[105] bundlenews.co
[83] dy.si
[79] youtube.com
[57] romulus.co
[50] hollywoodreporter.com

Top Domains in Tweet in G1:
[389] careerarc.com
[74] linkedin.com
[57] romulus.co
[50] informazione.it
[33] ziftsolutions.com
[31] twitter.com
[28] co.uk
[19] aplitrak.com
[18] youtube.com
[16] okt.to

Top Domains in Tweet in G2:
[278] co.uk
[113] twitter.com
[104] bundlenews.co
[54] linkedin.com
[54] forbes.com
[49] hollywoodreporter.com
[35] cnbc.com
[32] gillandrews.com
[31] soulpageit.com
[28] pagesix.com

Top Domains in Tweet in G3:
[30] gov.in
[4] sie.ag
[4] twitter.com
[2] itln.in
[2] fiata.com
[1] urldefense.com
[1] ciihive.in
[1] logisticsmgmt.com
[1] zoom.us
[1] infosys.com

Top Domains in Tweet in G4:
[17] coupa.com
[16] buyersmeetingpoint.com
[10] twitter.com
[9] shdlogistics.com
[5] mckinsey.com
[5] gartner.com
[4] supplychainnow.com
[4] okt.to
[4] ascm.org
[3] wtin.com

Top Domains in Tweet in G5:
[22] supplychaindive.com
[16] sdcexec.com
[8] dbschenker.com
[7] supplychainbrain.com
[7] inboundlogistics.com
[5] logisticsit.com
[3] forbes.com
[3] cnbc.com
[3] kinaxis.com
[3] supplychain247.com

Top Domains in Tweet in G6:
[7] twitter.com
[7] wsj.com
[4] okt.to
[4] linkedin.com
[4] tensoft.com
[4] rutadeltransporte.com
[3] gartner.com
[3] maxbotix.com
[3] iotwhitebook.com
[2] industrytoday.com

Top Domains in Tweet in G7:
[26] forbes.com
[8] dy.si
[8] amazon.com
[5] ifs.link
[4] linkedin.com
[4] hyland.com
[4] supplychaindive.com
[4] sourcetoday.com
[3] omnitalk.blog
[3] retaildive.com

Top Domains in Tweet in G8:
[21] africalogisticsmagazine.com
[16] maritimegateway.com
[7] decision-achats.fr
[6] voxlog.fr
[2] okt.to
[2] globbsecurity.fr
[2] nytimes.com
[2] livestorm.co
[1] mydigitalweek.com
[1] lemoniteur.fr

Top Domains in Tweet in G9:
[4] fourkites.com
[2] nbcnews.com
[2] cognibox.com
[2] sourcingsolved.com
[1] uberflip.com
[1] medium.com
[1] morpheus.network
[1] davisportal.ca
[1] hanhaa.com
[1] porttechnology.org

Top Domains in Tweet in G10:
[11] dy.si
[8] supplychaindigital.com
[6] procurementmag.com
[5] nhs.uk
[3] datainterchange.com
[2] com.au
[2] supplychaindive.com
[2] ratelinx.com
[2] africanmediaagency.com
[1] constructionglobal.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5152] supplychain
[1059] ai
[908] bigdata
[844] datascience
[812] analytics
[789] frenchtech
[727] logistics
[486] machinelearning
[460] iot
[434] iiot



Top Hashtags in Tweet in G1:
[2362] supplychain
[275] logistics
[129] manufacturing
[73] shipping
[71] transportation
[68] warehouse
[62] freight
[61] trading
[59] stocks
[57] nse

Top Hashtags in Tweet in G2:
[971] ai
[886] bigdata
[824] datascience
[778] frenchtech
[772] analytics
[469] machinelearning
[408] supplychain
[403] iiot
[361] iot
[261] cybersecurity

Top Hashtags in Tweet in G3:
[132] supplychain
[49] logistics
[40] industry40
[40] artificialintelligence
[39] innovation
[39] transformingindia
[39] fintech
[39] expo2020
[39] msmeday
[39] msmeday21

Top Hashtags in Tweet in G4:
[145] supplychain
[28] procurement
[19] coupasupplychain
[15] sustainability
[14] webinar
[13] robots
[11] inteligenciaartificial
[10] ai
[9] logistics
[8] manufacturing

Top Hashtags in Tweet in G5:
[146] supplychain
[44] logistics
[13] procurement
[10] ecommerce
[9] retail
[7] technology
[6] covid19
[6] tech
[6] shipping
[6] iot

Top Hashtags in Tweet in G6:
[107] supplychain
[16] iot
[14] blockchain
[12] manufacturing
[11] crypto
[11] security
[10] privacy
[10] bitcoin
[10] logistics
[9] digitaltransformation

Top Hashtags in Tweet in G7:
[121] supplychain
[26] sustainability
[22] logistics
[18] retail
[9] ecommerce
[9] manufacturing
[9] warehouse
[7] procurement
[7] fashion
[7] inventory

Top Hashtags in Tweet in G8:
[73] supplychain
[32] logistique
[32] maritime
[24] transport
[10] logistics
[6] maroc
[6] sénégal
[6] france
[6] manufacturer
[6] retailer

Top Hashtags in Tweet in G9:
[24] supplychain
[4] business
[4] logistics
[3] supplychainmanagement
[3] crypto
[2] bigdata
[2] disruptionmanagement
[2] transportation
[2] blockchain
[2] fishing

Top Hashtags in Tweet in G10:
[52] supplychain
[8] podcast
[6] procurement
[5] sustainability
[4] sapphirenow
[3] technology
[3] industry40
[3] manufacturing
[3] covid19
[2] logistics

Top Words
Top Words in Tweet in Entire Graph:
[5153] #supplychain
[1127] supply
[1059] #ai
[1000] chain
[943] job
[939] chidambara09
[908] #bigdata
[844] #datascience
[812] #analytics
[789] #frenchtech

Top Words in Tweet in G1:
[2363] #supplychain
[824] job
[605] link
[595] bio
[453] click
[362] see
[337] more
[336] latest
[304] supply
[296] apply

Top Words in Tweet in G2:
[971] #ai
[928] chidambara09
[886] #bigdata
[824] #datascience
[778] #frenchtech
[772] #analytics
[469] #machinelearning
[408] #supplychain
[403] #iiot
[361] #iot

Top Words in Tweet in G3:
[199] npc_india_gov
[132] #supplychain
[126] supply
[126] chain
[124] 00
[123] logistics
[110] 2021
[108] 26
[105] 10
[99] online

Top Words in Tweet in G4:
[145] #supplychain
[57] supply
[52] chain
[33] coupa
[28] #procurement
[23] today
[22] thinkers360
[21] design
[20] more
[19] #coupasupplychain

Top Words in Tweet in G5:
[146] #supplychain
[51] supply
[44] #logistics
[43] chain
[24] more
[14] supplychaindive
[13] #procurement
[12] team
[12] chains
[12] global

Top Words in Tweet in G6:
[107] #supplychain
[40] supply
[28] chain
[19] more
[16] #iot
[14] #blockchain
[14] infographic
[14] iot
[12] #manufacturing
[12] gartner_inc

Top Words in Tweet in G7:
[121] #supplychain
[50] supply
[44] chain
[31] forbes
[29] more
[26] #sustainability
[22] #logistics
[18] #retail
[16] read
[15] business

Top Words in Tweet in G8:
[73] #supplychain
[32] #logistique
[32] #maritime
[24] #transport
[11] supply
[11] chain
[10] #logistics
[10] shippeofra
[10] container
[9] commerce

Top Words in Tweet in G9:
[27] mrphsupplychain
[24] #supplychain
[23] know
[23] many
[22] network
[22] proud
[22] member
[22] inatba_org
[22] memberships
[22] offers

Top Words in Tweet in G10:
[52] #supplychain
[29] supply
[29] chain
[16] sap
[13] procurement
[11] read
[10] industry
[9] nhs
[9] find
[9] nhssupplychain

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[937] supply,chain
[777] #bigdata,#frenchtech
[772] #frenchtech,#analytics
[759] #analytics,#datascience
[739] #datascience,#ai
[667] link,bio
[436] #ai,#machinelearning
[389] click,link
[330] #supplychain,job
[302] #machinelearning,#iot

Top Word Pairs in Tweet in G1:
[595] link,bio
[342] click,link
[302] #supplychain,job
[246] supply,chain
[175] see,latest
[161] bio,see
[145] latest,#supplychain
[132] recommend,anyone
[126] bio,apply
[121] job,opening

Top Word Pairs in Tweet in G2:
[766] #bigdata,#frenchtech
[761] #frenchtech,#analytics
[745] #analytics,#datascience
[728] #datascience,#ai
[431] #ai,#machinelearning
[300] #machinelearning,#iot
[203] #iot,#iiot
[188] #usa,#ai
[188] #ai,#iiot
[170] #cybersecurity,#custserv

Top Word Pairs in Tweet in G3:
[126] supply,chain
[123] logistics,supply
[105] 2021,10
[105] 10,00
[97] npc_india_gov,presents
[97] presents,online
[97] online,session
[97] session,smart
[97] smart,logistics
[97] chain,management

Top Word Pairs in Tweet in G4:
[52] supply,chain
[13] continuous,design
[12] supporting,#supplychain
[12] #supplychain,resiliency
[12] resiliency,continuous
[12] design,#coupasupplychain
[12] news,today
[11] consumidores,podrían
[11] podrían,interesarse
[11] interesarse,#robots

Top Word Pairs in Tweet in G5:
[38] supply,chain
[24] #supplychain,#logistics
[10] supply,chains
[9] read,more
[6] covid,19
[6] #procurement,#supplychain
[5] pros,know
[5] verusen_ai,team
[5] 19,pandemic
[5] chain,leaders

Top Word Pairs in Tweet in G6:
[28] supply,chain
[10] #blockchain,networks
[10] networks,permissioned
[10] permissioned,versus
[10] versus,permissionless
[10] permissionless,infographic
[10] infographic,#supplychain
[10] #supplychain,#privacy
[10] #privacy,#crypto
[10] #crypto,#bitcoin

Top Word Pairs in Tweet in G7:
[44] supply,chain
[9] digitizing,supply
[9] read,more
[9] #supplychain,#logistics
[8] #supplychain,#retail
[7] #logistics,#supplychain
[7] #supplychain,read
[6] forbes,scmatsap
[6] supply,chains
[5] raises,bar

Top Word Pairs in Tweet in G8:
[23] #logistique,#supplychain
[15] #maritime,#supplychain
[14] #transport,#logistique
[11] supply,chain
[8] cité,internationale
[7] #supplychain,#logistics
[7] green,#logistique
[7] #logistique,telle
[7] telle,voulons
[7] voulons,concevoir

Top Word Pairs in Tweet in G9:
[22] know,proud
[22] proud,member
[22] member,inatba_org
[22] inatba_org,memberships
[22] memberships,offers
[22] offers,many
[22] many,opportunities
[22] opportunities,such
[21] mrphsupplychain,know
[21] such,network

Top Word Pairs in Tweet in G10:
[28] supply,chain
[5] procurement,supply
[5] chain,find
[4] way,better
[4] better,procurement
[4] caught,louise
[4] louise,turner
[4] turner,ecommerce
[4] ecommerce,deployment
[4] deployment,lead

Top Replied-To
Top Replied-To in Entire Graph:
@npc_india_gov
@cindyjaudon
@alom_global
@cosmotechweb
@dhlus
@laneaxisnetwork
@cipsnireland
@softroboticsinc
@thr
@bighospitality

Top Replied-To in G1:
@_ieec_

Top Replied-To in G2:
@thr
@accenture
@ernestonewage
@robmcgrorty

Top Replied-To in G3:
@npc_india_gov
@fieohq
@chetaklogistics

Top Replied-To in G4:
@dhlus
@gartner_sc
@coupa
@therealpro7

Top Replied-To in G5:
@supplychaindive
@volocopter

Top Replied-To in G6:
@gartner_inc
@evrythng

Top Replied-To in G7:
@cindyjaudon
@drbronner
@nigelfulker

Top Replied-To in G8:
@petertirschwell
@sappigroup
@crystalchain_fr

Top Replied-To in G9:
@salttrace
@nbcnews
@msccargo
@logisticsexpert
@ethereumjoseph
@cognibox
@maceyfair
@wwfeu

Top Replied-To in G10:
@dhlsupplychain
@bboxx_hq

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@npc_india_gov
@betamoroney
@mvollmer1
@oracle
@wired
@oraclecloudscm
@ole_s_hansen
@rahulkirkire
@michaeltanchum

Top Mentioned in G1:
@alleywatch
@oliverexams
@whiplash_w
@datoms_iot
@jaggaeritalia
@xomnia_bv
@reliable_one1
@sabusinesses_za
@3dxindustries

Top Mentioned in G2:
@chidambara09
@betamoroney
@china4tech
@storieswithgill
@epazz
@grazytgrazynatt
@primaryvision
@markfny
@ritikag69283079
@bostonstratint

Top Mentioned in G3:
@npc_india_gov
@rahulkirkire
@yadu86
@siemensindustry
@aloksrivasnpc
@indospaceind
@trace_himanshu
@npc_km1
@stratasys
@fiatafederation

Top Mentioned in G4:
@coupa
@thinkers360
@buyersmeetpoint
@ascm_hq
@veronicapascboe
@thehackettgroup
@ascmpasojuarez
@mvollmer1
@mckinsey
@llamanews

Top Mentioned in G5:
@supplychaindive
@sdcexec
@verusen_ai
@ilmagazine
@scbrain
@dbschenkerusa
@mackennamoralez
@kinaxis
@bellflight
@bestbuy

Top Mentioned in G6:
@fisher85m
@gartner_inc
@zebratechnology
@antgrasso
@fetchrobotics
@lindagrass0
@letstalkschain
@deloitte
@iotnow_
@wsj

Top Mentioned in G7:
@forbes
@scmatsap
@ifs
@bluecherrycgs
@howellsrichard
@supplychain
@hyland
@wrapcompliance
@juststyle
@pmmarriott

Top Mentioned in G8:
@shippeofra
@ltdmanagement
@maritimegateway
@aflomagazine
@nfinvest
@fr_supplychain
@isadviser
@decision_achats
@as24_stations
@wavestonefr

Top Mentioned in G9:
@mrphsupplychain
@inatba_org
@fishcoinnetwork
@_hanhaa
@consumerbrands
@nbcnews
@bpopken
@supply_chain_ca
@iaphworldports
@vechain

Top Mentioned in G10:
@sap
@nhssupplychain
@supplychaind
@nicoleste
@supplychaindive
@aptimglobal
@mr_supply_chain
@gregoryswhite
@scottwluton
@temibayo

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@sectest9
@cybersec_feeds
@chidambara09
@independent
@xaelbot
@codedailybot
@evankirstel
@aaroncuddeback
@httweets

Top Tweeters in G1:
@info_lavoro
@buydirectusa
@markhillary
@ihirejobalerts
@alleywatch
@money_personal
@maxhenry
@techvisornl
@alantonelson
@etauto

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@aaroncuddeback
@cybersecurityn8
@thedeveloperbot
@financialbuzz
@dev_discourse

Top Tweeters in G3:
@railminindia
@vishnus47793080
@sharu_das
@wyatojb5qpvbfa3
@att
@enricofrasca3
@firozkh46754379
@sumanma67044762
@sandeepnpc
@snehalkadam1118

Top Tweeters in G4:
@bot_innovation
@abc
@dk_dax
@robotconsumer
@brianlaungaoaeh
@wbbmnewsradio
@hal_good
@itsmuzza2004
@tomraftery
@procurementstar

Top Tweeters in G5:
@reuters
@business
@cnbc
@startzai
@splash_247
@chinadaily
@ibdinvestors
@abhibisht89
@ebuyerpro
@wsjp_insight

Top Tweeters in G6:
@jacobussystems
@wsj
@wind4me
@newsneus
@taizun_tapia
@ucloudify
@gpmt
@hajer_alqassimi
@antgrasso
@cmroberson06

Top Tweeters in G7:
@evankirstel
@rosenchild
@hubbucket
@forbes
@ft
@ernieschell
@bcstrat
@harvardbiz
@wwd
@irmaraste

Top Tweeters in G8:
@legrouxvincent
@nytimes
@partageleen
@lavoixdunord
@kebetubot
@lowsulfurbunker
@steuernsindraub
@kevinbrad75
@constanspierre
@ghayasm73

Top Tweeters in G9:
@nbcnews
@keniavintage
@logisticsexpert
@beckershr
@piblogger1
@crypto_start
@eu_mare
@reneweurope
@sjrotter
@izaskunbilbaob

Top Tweeters in G10:
@viralvideovlogs
@marksandspencer
@dazza70smith
@zsmtomotomo
@tamaramccleary
@yovanof
@rickstoevenbeld
@nhs
@scottwluton
@sapafrica


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