supplychain, Twitter, 2/27/2021 9:23:50 PM, 249720


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supplychain_2021-02-27_12-46-43.xlsx
supplychain_2021-02-27_12-46-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 27, 2021
Short Description:
supplychain via NodeXL https://bit.ly/2NNRVBx
@godfrey_g_
@mvollmer1
@pawlowskimario
@mrphsupplychain
@scottwluton
@trendsinai
@chidambara09
@gartner_inc
@supplychainblog
@manhassocnews

Top hashtags:
#supplychain
#logistics
#ai
#blockchain
#iot
#manufacturing

Description:
Description
The graph represents a network of 5,466 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, 27 February 2021 at 21:00 UTC.

The requested start date was Saturday, 27 February 2021 at 01:01 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, 9-hour, 30-minute period from Tuesday, 23 February 2021 at 15:30 UTC to Saturday, 27 February 2021 at 01:00 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 : 5466
Unique Edges : 4856
Edges With Duplicates : 8974
Total Edges : 13830
Number of Edge Types : 5
Tweet : 3572
Mentions : 2505
Retweet : 2869
MentionsInRetweet : 4731
Replies to : 153
Self-Loops : 3660
Reciprocated Vertex Pair Ratio : 0.038826998689384
Reciprocated Edge Ratio : 0.0747516164642801
Connected Components : 1660
Single-Vertex Connected Components : 1092
Maximum Vertices in a Connected Component : 2274
Maximum Edges in a Connected Component : 7635
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.498868
Graph Density : 0.000212274564981091
Modularity : 0.46646
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 5,466 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, 27 February 2021 at 21:00 UTC.

The requested start date was Saturday, 27 February 2021 at 01:01 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, 9-hour, 30-minute period from Tuesday, 23 February 2021 at 15:30 UTC to Saturday, 27 February 2021 at 01:00 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:
[92] https://www.freightwaves.com/news/cona-services-partners-with-salesforce-for-real-time-tracking
[42] https://linuxfoundation.org/en/press-release/google-funds-linux-kernel-developers-to-focus-exclusively-on-security/?utm_content=155274503&utm_medium=social&utm_source=twitter&hss_channel=tw-14706299
[18] https://www.aipia.info/news.php
[17] https://blog.ryotak.me/post/github-actions-supplychain/
[16] https://www.whitehouse.gov/briefing-room/presidential-actions/2021/02/24/executive-order-on-americas-supply-chains/
[16] https://www.ecograf.com.au/wp-content/uploads/2021/02/2181792.pdf
[15] https://technative.io/blockchain-en-route-to-the-global-supply-chain/
[13] https://supplychainnow.com/episode-578/
[13] https://www.forbes.com/sites/forbesbusinesscouncil/2021/02/25/artificial-intelligence-leveling-the-business-playing-field/
[13] https://www.darkreading.com/risk/how-to-avoid-falling-victim-to-a-solarwinds-style-attack/a/d-id/1340181

Top URLs in Tweet in G1:
[6] https://www.accelevents.com/e/BDPNA21#agenda
[6] http://www.servispart.co.uk/eight-easy-ways-to-cut-supply-chain-logistics-costs-quickly/
[5] https://zoom.us/webinar/register/WN_lnrmHMLSRkibh56cAsBMzg
[5] https://store44250299.ecwid.com/products/277735007
[4] https://www.instagram.com/accounts/login/
[3] https://www.icis.com/explore/resources/news/2021/02/23/10609637/us-winter-storm-disrupts-supply-chain-for-automotive-industry
[3] https://asia.nikkei.com/Politics/International-relations/Biden-s-Asia-policy/US-and-allies-to-build-China-free-tech-supply-chain
[3] https://www.washingtonpost.com/business/2021/02/24/biden-supply-chain/
[3] https://www.whitehouse.gov/briefing-room/presidential-actions/2021/02/24/executive-order-on-americas-supply-chains/
[3] https://blog.ryotak.me/post/github-actions-supplychain/

Top URLs in Tweet in G2:
[10] https://www.forbes.com/sites/forbesbusinesscouncil/2021/02/25/artificial-intelligence-leveling-the-business-playing-field/
[6] https://technative.io/blockchain-en-route-to-the-global-supply-chain/
[5] https://www.mytotalretail.com/article/iot-tech-trends-to-look-for-in-2021/
[4] https://www.supplychaintoday.com/distribution-fulfillment-and-warehousing/
[3] https://algorhythmtech.com/production-planner-rhythm-2-0
[3] https://www.youtube.com/watch?v=ArKSDxoDGQI&list=PL2D5xph6PTmX6ksKPr_TG16f5F4NPbJc_&index=1

[3] https://www.supplychaintoday.com/understanding-ai-in-supply-chain/
[3] https://www.supplychaintoday.com/great-quotes-supply-chain/
[3] https://cmr.berkeley.edu/2021/01/managing-supply-chain-risk/
[3] https://www.supplychaintoday.com/the-tesla-semi-will-be-teslas-most-disruptive-vehicle-yet/

Top URLs in Tweet in G3:
[13] https://supplychainnow.com/episode-578/
[10] https://blueridgeglobal.com/food-war-stories-webinar-page/
[7] https://technative.io/blockchain-en-route-to-the-global-supply-chain/
[6] https://www.reuters.com/article/us-cyber-solarwinds-microsoft-idUSKBN2AN28F
[4] https://twitter.com/_supplychainnow/status/1364306503780290561
[4] https://twitter.com/pawlowskimario/status/1364887226925023234
[4] https://pscp.tv/w/1vOxwEvlBvoGB
[4] https://buyersmeetingpoint.com/supplier-relationships/entry/the-future-of-procurement-is-srm
[4] https://ucbos.com/three-trends-webinar-sign-up-page/
[4] https://buyersmeetingpoint.com/news-and-events/weekly-event-recommendations/entry/feb-22-26-corporate-resiliency-sourcing-automation-life-beyond-erp

Top URLs in Tweet in G4:
[6] https://medium.com/dimanex-blog/3-ways-to-unlock-the-value-of-data-in-manufacturing-9c8004d7a517
[5] https://www.supplychain247.com/paper/cfo_supply_chain_five_steps_to_delivering_supply_chain_success/
[5] https://logisticsviewpoints.com/2021/02/16/supply-chain-visibility/
[4] https://www.pscp.tv/w/cwfBDDFYSmpra05Pcm9aakx8MXluS09CamdBcE94UiB6aRymUiP8GMmsYUciVzgENdh4v8opFB0dX6m4jTUa
[4] https://www.sdcexec.com/sourcing-procurement/news/21271336/gartner-inc-gartner-survey-87-of-supply-chain-professionals-plan-to-invest-in-resilience-in-next-2-years
[3] https://www.linkedin.com/feed/update/urn:li:activity:6771096576556314624
[3] https://www.supplychainbrain.com/blogs/1-think-tank/post/32641-autonomous-supply-chains-are-on-the-horizon
[3] https://www.weforum.org/agenda/2021/02/cybersecurity-hacker-proofing-digital-supply-chains/
[3] https://www.supplychaindive.com/news/unilever-supplier-sustainability-costs-savings/595388/
[2] https://www.foodlogistics.com/warehousing/podcast/21295370/link-lgbtq-support-starts-with-workplace-fundamentals

Top URLs in Tweet in G5:
[7] https://morpheus.network/
[2] https://www.youtube.com/watch?v=sSGt1-bIoFQ&feature=youtu.be

[2] https://www.facebook.com/watch/?v=2046939018781318
[2] https://www.technoretail.it/news2/item/4145-il-supporto-di-kairos-software-scelto-da-orizzonti-holding.html
[2] https://www.technoretail.it/supply-chain/item/4147-ampliata-da-fercam-la-flotta-di-motrici-gnl.html
[2] https://www.technoretail.it/news2/item/4142-digital-supply-chain-estesa-la-collaborazione-tra-blue-yonder-e-heineken.html
[2] https://docsend.com/view/vcav3pzz9etmndqw
[1] https://www.youtube.com/watch?v=E0MAA-7AMeU&feature=youtu.be

[1] https://medium.com/morpheus-network/customer-pilot-guilin-measuring-cutting-tool-co-fe2d6dd09d4d
[1] https://www.logtech.asia/?sc=phTq4DUk&ac=tsrCUgmK

Top URLs in Tweet in G6:
[6] https://www.trucktractortrailer.com/listings/Freightliner/Cascadia/5385
[4] https://www.politico.com/news/2021/02/24/biden-executive-order-supply-chain-industries-471304
[3] https://www.ttnews.com/articles/how-consolidation-reshaping-truckings-technology-sector
[3] https://www.globalsmallbusinessblog.com/2021/02/ensuring-steady-and-secure-global.html
[2] https://www.whitehouse.gov/briefing-room/presidential-actions/2021/02/24/executive-order-on-americas-supply-chains/
[2] https://www.inddist.com/home/video/21295217/walmart-to-invest-14b-in-automation-supply-chain
[2] https://www.inddist.com/e-commerce/article/21283028/the-future-of-wholesale-distribution-b2b-marketplaces
[2] https://www.fastenernewsdesk.com/28183/wurth-industry-na-announces-new-engineering-youtube-series-wurth-knowing/
[2] https://thehill.com/video/in-the-news/540264-watch-live-biden-signs-an-executive-order-on-the-economy#.YDazH61YdT8.twitter
[2] https://twitter.com/talkinlogistics/status/1363870574137794567

Top URLs in Tweet in G7:
[92] https://www.freightwaves.com/news/cona-services-partners-with-salesforce-for-real-time-tracking
[1] https://www.youtube.com/watch?v=WIT9C6oOBkw&feature=youtu.be

[1] https://www.youtube.com/watch?v=GXojI-7yy3I&feature=youtu.be

[1] https://twitter.com/UnibrightIO/status/1364272605071564805

Top URLs in Tweet in G8:
[12] https://www.darkreading.com/risk/how-to-avoid-falling-victim-to-a-solarwinds-style-attack/a/d-id/1340181
[7] https://www.darkreading.com/vulnerabilities---threats/advanced-threats/attackers-turn-struggling-software-projects-into-trojan-horses/d/d-id/1340266
[6] https://www.csoonline.com/article/3241727/8-mobile-security-threats-you-should-take-seriously.html
[5] https://searchsecurity.techtarget.com/news/252493761/SolarWinds-breach-highlights-dangers-of-supply-chain-attacks
[4] https://reversinglabs.zoom.us/webinar/register/6215881027977/WN_9dLWW_-SRgKtOFw2G2p5Xg?utm_campaign=SolarWinds&utm_content=154823006&utm_medium=social&utm_source=twitter&hss_channel=tw-146486666
[4] https://www.rsaconference.com/industry-topics/blog/what-the-coronavirus-can-teach-us-about-sunburst?utm_content=155180793&utm_medium=social&utm_source=twitter&hss_channel=tw-21672993
[4] https://www.varonis.com/blog/threat-update-26-living-with-supply-chain-attacks/?utm_content=154937359&utm_medium=social&utm_source=twitter&hss_channel=tw-21672993
[3] https://www.supplychain247.comhttps/www.supplychain247.com/paper/2021_shipping_data_analytics_use_cases_and_changes_you_need_to_know
[3] https://www.bankinfosecurity.com/raindrop-latest-malware-tied-to-solarwinds-hack-a-15800
[3] https://www.infosecurity-magazine.com/news/critical-national-cyber-attacks/

Top URLs in Tweet in G9:
[5] http://www.newsminer.com/news/local_news/amazon-sorting-facility-planned-for-fairbanks/article_49dc1d8a-77f0-11eb-ae48-730c4d70f069.html
[2] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg30.jsp&referrer=https://procurementleaders.com/&eventid=2642895&sessionid=1&key=9AD4AD485E55165D995109FDAD2F580B®Tag=&V2=false&sourcepage=register
[1] https://www.crn.in/news/stellar-value-chain-solutions-takes-tech-driven-operations-to-the-next-level-rolls-out-infor-cloud-based-supply-chain-solution/
[1] https://pages.infor.com/20210225-webinar-expert-talk-puma-and-infor.html?AOI=oth&utm_source=linkedin&utm_content=PumaWebinar&utm_medium=social&utm_type=webinar&utm_campaign=19789-001
[1] https://diginomica.com/five-predictions-transformation-food-beverage-industry
[1] https://www.enterprisetimes.co.uk/2021/02/25/is-infor-conquering-the-food-beverage-erp-sector-in-europe/
[1] https://www.youtube.com/watch?v=NlOXSkFgWWw&feature=youtu.be

[1] https://www.scmr.com/article/exclusive_interview_gartner_opines_on_bidens_executive_order
[1] https://www.scmr.com/article/2021_market_report_cloud_integration_adoption_spikes_in_b2b_supply_cha
[1] https://www.scmr.com/article/a_mission_to_vaccinate_critical_food_supply_chain_workers

Top URLs in Tweet in G10:
[18] https://www.aipia.info/news.php
[11] https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/breaking-through-the-hype-the-real-world-benefits-of-5g-connectivity?cid=soc-web
[10] https://www.techerati.com/features-hub/opinions/cyber-security-in-2021-a-white-hats-view/
[4] https://www.mckinsey.com/industries/public-and-social-sector/our-insights/ahead-in-the-cloud-transforming-public-sector-performance
[3] https://securityboulevard.com/2021/02/the-cyber-risks-of-transportations-connected-ot-iot-systems/
[2] https://www.allthingssupplychain.com/supply-chain-weekly-wrap-up-02-19-2021-02-25-2021/
[1] https://www.supplychainbrain.com/blogs/1-think-tank/post/32210-seven-supply-chain-trends-to-watch-in-2021?fbclid=IwAR0BEmOcgcxDK6OU2QGlZFcRrBc7-ROG2BfH9IQh_g2UiXAq06-IJJeaHCw
[1] https://www.helpnetsecurity.com/2021/02/22/future-ready-cybersecurity/
[1] https://www.forbes.com/sites/forbesbusinesscouncil/2021/02/25/artificial-intelligence-leveling-the-business-playing-field/amp/?__twitter_impression=true
[1] https://www.bizjournals.com/pittsburgh/news/2021/02/16/every-company-needs-a-supplier-diversity-program.html?utm_content=155156727&utm_medium=social&utm_source=twitter&hss_channel=tw-97065008

Top Domains
Top Domains in Tweet in Entire Graph:
[365] careerarc.com
[212] linkedin.com
[194] twitter.com
[111] freightwaves.com
[94] dy.si
[87] youtube.com
[81] co.uk
[52] supplychaindive.com
[47] supplychaintoday.com
[43] forbes.com

Top Domains in Tweet in G1:
[332] careerarc.com
[107] linkedin.com
[40] twitter.com
[31] co.uk
[28] dy.si
[26] inboundlogistics.com
[17] aplitrak.com
[15] youtube.com
[11] zoom.us
[8] supplychaindive.com

Top Domains in Tweet in G2:
[47] supplychaintoday.com
[13] linkedin.com
[12] twitter.com
[10] forbes.com
[6] technative.io
[5] mytotalretail.com
[4] bcg.com
[4] lightwellinc.com
[3] algorhythmtech.com
[3] youtube.com

Top Domains in Tweet in G3:
[25] twitter.com
[24] supplychainnow.com
[24] dy.si
[17] blueridgeglobal.com
[11] buyersmeetingpoint.com
[10] linkedin.com
[9] pscp.tv
[9] technative.io
[9] procurious.com
[7] inboundlogistics.com

Top Domains in Tweet in G4:
[20] sdcexec.com
[17] supplychaindive.com
[12] supplychain247.com
[11] foodlogistics.com
[10] gartner.com
[9] freightwaves.com
[9] supplychainbrain.com
[8] co.uk
[7] linkedin.com
[7] logisticsviewpoints.com

Top Domains in Tweet in G5:
[7] morpheus.network
[6] technoretail.it
[4] linkedin.com
[3] youtube.com
[3] twitter.com
[2] facebook.com
[2] forbes.com
[2] clxlogistics.com
[2] tecsys.com
[2] docsend.com

Top Domains in Tweet in G6:
[7] twitter.com
[7] inddist.com
[6] trucktractortrailer.com
[5] ttnews.com
[4] politico.com
[3] freightwaves.com
[3] radian6.com
[3] globalsmallbusinessblog.com
[2] whitehouse.gov
[2] fastenernewsdesk.com

Top Domains in Tweet in G7:
[92] freightwaves.com
[2] youtube.com
[1] twitter.com

Top Domains in Tweet in G8:
[19] darkreading.com
[7] supplychain247.comhttps
[7] rsaconference.com
[6] csoonline.com
[5] supplychain247.com
[5] zoom.us
[5] reversinglabs.com
[5] techtarget.com
[5] infosecurity-magazine.com
[5] varonis.com

Top Domains in Tweet in G9:
[12] supplypro.ca
[6] itln.in
[5] scmr.com
[5] newsminer.com
[2] infor.com
[2] on24.com
[2] twitter.com
[2] supplychaindive.com
[2] aktion.com
[1] crn.in

Top Domains in Tweet in G10:
[18] aipia.info
[16] mckinsey.com
[10] techerati.com
[7] forbes.com
[5] dlvr.it
[3] securityboulevard.com
[2] allthingssupplychain.com
[1] supplychainbrain.com
[1] helpnetsecurity.com
[1] bizjournals.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5874] supplychain
[941] logistics
[468] ai
[293] blockchain
[284] iot
[264] manufacturing
[255] transportation
[197] procurement
[170] business
[144] robotics



Top Hashtags in Tweet in G1:
[2206] supplychain
[330] logistics
[94] manufacturing
[67] shipping
[61] freight
[56] warehouse
[55] transportation
[49] warehousing
[47] marketing
[46] cargo

Top Hashtags in Tweet in G2:
[302] supplychain
[269] ai
[162] iot
[116] transportation
[115] robotics
[110] autonomousvehicles
[105] 5g
[83] logistics
[80] virgingalactic
[80] space

Top Hashtags in Tweet in G3:
[333] supplychain
[66] procurement
[40] manufacturing
[19] logistics
[19] s4hana
[18] blockchain
[15] leadership
[15] webinar
[14] diversity
[13] iot

Top Hashtags in Tweet in G4:
[261] supplychain
[42] logistics
[19] digitaltransformation
[12] covid19
[11] supplychains
[10] business
[10] manufacturing
[9] sustainability
[9] supplychainmanagement
[9] edi

Top Hashtags in Tweet in G5:
[128] supplychain
[48] blockchain
[41] ai
[24] giveaway
[17] logistics
[10] iot
[7] morpheusnetwork
[7] mrph
[7] ml
[6] data

Top Hashtags in Tweet in G6:
[89] supplychain
[14] logistics
[11] cdnpoli
[11] trucking
[10] zev
[9] executiveorder
[8] jobs
[7] transportation
[7] fasteners
[5] electric

Top Hashtags in Tweet in G7:
[141] supplychain
[111] blockchain
[64] baselineprotocol
[63] crypto
[62] salesforce
[62] erp
[62] baas
[62] cryptonews
[62] lowcode
[3] cocacola

Top Hashtags in Tweet in G8:
[114] supplychain
[31] sunburst
[30] cybersecurity
[29] solarwinds
[24] logistics
[20] infosec
[19] management
[19] iot
[16] technology
[16] detectlive

Top Hashtags in Tweet in G9:
[93] supplychain
[35] logistics
[25] transportation
[23] warehousing
[21] updates
[21] digitalsupplychain
[20] covid
[18] 3pl
[17] ai
[13] ml

Top Hashtags in Tweet in G10:
[67] supplychain
[26] iot
[19] business
[18] packaging
[18] brands
[18] foodwaste
[18] ai
[17] artificialintelligence
[14] dataanalytics
[11] hype

Top Words
Top Words in Tweet in Entire Graph:
[5875] #supplychain
[1396] supply
[1134] chain
[941] #logistics
[861] job
[839] more
[682] link
[633] bio
[499] click
[467] #ai

Top Words in Tweet in G1:
[2206] #supplychain
[733] job
[558] link
[547] bio
[408] click
[367] supply
[330] #logistics
[317] apply
[316] see
[314] more

Top Words in Tweet in G2:
[302] #supplychain
[269] #ai
[185] pawlowskimario
[172] mvollmer1
[162] #iot
[143] mt
[125] industry
[118] changing
[116] #transportation
[115] #robotics

Top Words in Tweet in G3:
[333] #supplychain
[88] supply
[66] #procurement
[64] chain
[62] scottwluton
[58] more
[45] sap
[41] _supplychainnow
[40] #manufacturing
[36] digital

Top Words in Tweet in G4:
[261] #supplychain
[107] supply
[81] chain
[48] more
[42] #logistics
[30] gartner_inc
[28] industry
[27] read
[26] chains
[25] learn

Top Words in Tweet in G5:
[128] #supplychain
[99] mrphsupplychain
[70] mrph
[58] growing
[54] supply
[50] chain
[49] rhinocapital_
[48] #blockchain
[41] #ai
[34] platform

Top Words in Tweet in G6:
[89] #supplychain
[35] potus
[21] supply
[17] review
[15] biden
[15] chain
[14] order
[14] #logistics
[12] industry
[12] transporttopics

Top Words in Tweet in G7:
[182] unibrightio
[141] #supplychain
[111] #blockchain
[82] ubt
[76] baseledgernet
[64] #baselineprotocol
[63] #crypto
[62] #salesforce
[62] #erp
[62] #baas

Top Words in Tweet in G8:
[115] #supplychain
[45] supply
[41] reversinglabs
[41] attacks
[38] chain
[31] #sunburst
[30] #cybersecurity
[29] join
[29] #solarwinds
[27] attack

Top Words in Tweet in G9:
[93] #supplychain
[81] edgistify
[46] follow
[39] logistics
[35] #logistics
[33] infor
[27] supply
[26] chain
[25] #transportation
[23] industry

Top Words in Tweet in G10:
[67] #supplychain
[39] packaging
[26] #iot
[21] smart
[21] active
[20] welcome
[20] aipia
[20] friend
[20] global
[20] hub

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1082] supply,chain
[633] link,bio
[382] click,link
[330] #supplychain,#logistics
[311] #supplychain,job
[218] #logistics,#supplychain
[205] supply,chains
[171] bio,apply
[164] see,latest
[159] bio,see

Top Word Pairs in Tweet in G1:
[547] link,bio
[320] click,link
[294] supply,chain
[264] #supplychain,job
[153] bio,apply
[149] see,latest
[131] bio,see
[116] latest,#supplychain
[109] great,fit
[102] #supplychain,#logistics

Top Word Pairs in Tweet in G2:
[108] #autonomousvehicles,changing
[108] changing,#transportation
[108] #transportation,industry
[108] industry,volvotrucks
[108] volvotrucks,mt
[108] mt,mikequindazzi
[108] mikequindazzi,#iot
[108] #iot,#ai
[107] pawlowskimario,#autonomousvehicles
[101] #ai,#robotics

Top Word Pairs in Tweet in G3:
[63] supply,chain
[26] #procurement,#supplychain
[21] supply,chains
[19] learn,more
[19] sap,#s4hana
[11] few,recent
[11] recent,interviews
[11] interviews,nadia
[11] nadia,bradford
[11] bradford,digital

Top Word Pairs in Tweet in G4:
[79] supply,chain
[25] supply,chains
[17] #supplychain,#logistics
[15] read,more
[12] executive,order
[12] chain,success
[11] analysts,discuss
[11] earlier,week
[10] discuss,executive
[10] order,signed

Top Word Pairs in Tweet in G5:
[50] supply,chain
[30] middleware,platform
[29] 50,usdt
[28] #supplychain,#blockchain
[27] usdt,giveaway
[27] giveaway,rhino
[27] rhino,goldfinder
[27] goldfinder,mrphsupplychain
[27] mrphsupplychain,supply
[27] chain,middleware

Top Word Pairs in Tweet in G6:
[12] supply,chain
[9] #zev,#supplychain
[9] #supplychain,#cdnpoli
[8] supply,chains
[8] executive,order
[7] review,#supplychain
[7] first,time
[6] #jobs,#ec
[6] #supplychain,review
[6] check,2014

Top Word Pairs in Tweet in G7:
[62] #supplychain,#blockchain
[62] #blockchain,#crypto
[62] #crypto,#salesforce
[62] #salesforce,#baselineprotocol
[62] #baselineprotocol,#erp
[62] #erp,#baas
[62] #baas,#cryptonews
[62] #cryptonews,#lowcode
[60] unibrightio,#supplychain
[46] unibrightio,cto

Top Word Pairs in Tweet in G8:
[37] supply,chain
[19] tomislav,pericin
[19] pericin,ap0x
[18] chain,attacks
[14] #supplychain,#iot
[14] anomali,#detectlive
[14] evasive,sophisticated
[13] #iot,#logistics
[13] #solarwinds,#sunburst
[12] reversinglabs,help

Top Word Pairs in Tweet in G9:
[35] follow,edgistify
[22] edgistify,regular
[22] #supplychain,#logistics
[21] regular,#updates
[21] #updates,#supplychain
[21] #logistics,industry
[21] #digitalsupplychain,#warehousing
[20] industry,#digitalsupplychain
[20] #warehousing,#covid
[20] #covid,#transportation

Top Word Pairs in Tweet in G10:
[20] aipia,friend
[20] friend,global
[20] global,smart
[20] smart,packaging
[20] packaging,hub
[20] hub,active
[19] active,intelligent
[19] #iot,#supplychain
[18] intelligent,packaging
[18] packaging,#packaging

Top Replied-To
Top Replied-To in Entire Graph:
@rhinocapital_
@potus
@mznconexion
@sapics01
@teamlogistica
@amazon
@supplychnqueen
@boeing
@blueyonder
@fercamgroup

Top Replied-To in G1:
@mznconexion
@teamlogistica
@_ieec_
@jrtechsolutions

Top Replied-To in G2:
@curevacrna
@jimfarley98

Top Replied-To in G3:
@sapics01
@gerhardwelker
@scottwluton
@pplthatdeliver
@lisaandersonlma
@supplychnqueen
@emmacos
@techquilasr
@microsoft
@sap

Top Replied-To in G4:
@jbizlogistics
@gartner_inc
@scbrain
@walmart
@schneiderelec
@steve_scm

Top Replied-To in G5:
@rhinocapital_
@fercamgroup
@blueyonder
@ripple
@allprorecruit1
@jasminchua
@festo_global
@seantho
@integraledi
@elgrypto

Top Replied-To in G6:
@potus
@sdmoores
@curtinfjt
@zoeoliviajohn
@supplychnqueen
@supernetworks

Top Replied-To in G7:
@unibrightio

Top Replied-To in G8:
@darkreading

Top Replied-To in G9:
@boeing
@amazon
@flipkart
@infor
@stellarvalue
@skycellch
@safexpress
@ivalua
@everpeaks
@cbre

Top Mentioned
Top Mentioned in Entire Graph:
@pawlowskimario
@mvollmer1
@unibrightio
@mikequindazzi
@volvotrucks
@mrphsupplychain
@cnet
@edgistify
@baseledgernet
@scottwluton

Top Mentioned in G1:
@expertwriters99
@superior_writer
@kaizenconsult2
@servispart
@expertwriters98
@datexcorpwms
@eztrans_net
@becbc
@wrapcompliance

Top Mentioned in G2:
@pawlowskimario
@mvollmer1
@mikequindazzi
@volvotrucks
@cnet
@jeroenbartelse
@nicochan33
@genitinfosoft
@margaretsiegien
@terenceleungsf

Top Mentioned in G3:
@scottwluton
@_supplychainnow
@scmatsap
@sap
@thinkers360
@techquilasr
@samaritans_feet
@kevin_jackson
@buyersmeetpoint
@microsoft

Top Mentioned in G4:
@gartner_inc
@gartner_sc
@foodlogistics
@sdcexec
@supplychaindive
@kinaxis
@freightwaves
@scbrain
@ascm_hq
@supplychain247

Top Mentioned in G5:
@mrphsupplychain
@rhinocapital_
@cryptorichyt
@pawlowskimario
@shft_cntrl
@danmorpheusceo
@coopfcl
@edgistify
@clubvitalcan
@fetch_ai

Top Mentioned in G6:
@potus
@transporttopics
@joebiden
@emc_mec
@benjaminhgordon
@indistwebsite
@ooida
@usdot
@tttexchange
@whitehouse

Top Mentioned in G7:
@unibrightio
@baseledgernet
@baselineproto
@dhammanthebeach
@provideplatform
@kylebt
@sjaaaakster
@mattt40under

Top Mentioned in G8:
@reversinglabs
@ap0x
@anomali
@votiro
@thalestct
@darkreading
@nyrich
@roblemos
@brentahansen
@carahsoft

Top Mentioned in G9:
@edgistify
@infor
@scmr
@ivalua
@amazon
@puma
@diginomica
@invest_canada
@ibm
@mahindraelctrc

Top Mentioned in G10:
@forbes
@fabriziobustama
@mckinsey
@corix_jc
@marcwrogers
@the_techerati
@bigdataaito
@cdaitgt
@mvollmer1

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@cowboyscifibot
@chidambara09
@ryo694
@united
@delta
@femtech_
@gambiste1
@evankirstel

Top Tweeters in G1:
@andytoronto
@roccodallas
@physorg_health
@mrsyiswhy
@bewickwren
@battu_
@juchtervbergen
@jeremyscrivens
@flyingeze
@murahateber

Top Tweeters in G2:
@cowboyscifibot
@chidambara09
@lizditz
@calcaware
@dataaugmented
@bot_innovation
@nicochan33
@mashable
@nomoreslaves
@akwyz

Top Tweeters in G3:
@femtech_
@evankirstel
@businessinsider
@reuters
@clarobrasil
@mrtallerjerry
@jamesvgingerich
@stanleyepstein
@kevin_jackson
@drjdrooghaag

Top Tweeters in G4:
@walmart
@cerealsmiamiam
@washingtonpost
@jacobussystems
@newsweek
@npr
@greentechdon
@thedrum
@bopinion
@dez_blanchfield

Top Tweeters in G5:
@gambiste1
@godfrey_g_
@simoncocking
@rhinocapital_
@irish_technews
@keniavintage
@tjeezyyy
@nasdaq
@albuquerquenoah
@eoinhiggins_

Top Tweeters in G6:
@united
@delta
@kstreet111
@politico
@scmpnews
@freep
@rtoinsider
@stephenleahy
@fastenernews
@land_line_mag

Top Tweeters in G7:
@appitekbot
@sureshrukman
@tdzakuma
@lowcodebot
@cristino2017
@maik_carr
@alexyos88
@professor2234
@oleg_invest1
@crytocoins

Top Tweeters in G8:
@sectest9
@cybersecurityn8
@vivmilano
@pcdue
@hostinfonet
@scmagazine
@maltrakn
@cloud_cio_
@thecoinwarrior
@fintechpro_org

Top Tweeters in G9:
@rvp
@flyspicejet
@amazonin
@supplychainsn
@infonomicsinc
@johnpeavoy
@mbohl07
@walgreens
@puma
@qatarairways

Top Tweeters in G10:
@fintechna
@gezgintrk
@masterprogram1
@debraruh
@forbes
@rldi_lamy
@newsneus
@pvynckier
@jayeshmthakur
@tachouhoner