supplychain, Twitter, 11/30/2020 11:13:31 PM, 242453


FAQ | Problem?

supplychain_2020-11-29_12-46-43.xlsx
supplychain_2020-11-29_12-46-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2020
Short Description:
supplychain via NodeXL https://bit.ly/33tfDYw
@ottlegalrebels
@antgrasso
@oracle
@trackntracer
@scottwluton
@iotatoken
@forbes
@chidambara09
@edgistify
@mvollmer1

Top hashtags:
#supplychain
#logistics
#blockchain
#ai
#iot
#covid19
#manufacturing
#procurement

Description:
Description
The graph represents a network of 5,059 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 Sunday, 29 November 2020 at 21:02 UTC.

The requested start date was Saturday, 28 November 2020 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 4-day, 2-hour, 27-minute period from Monday, 23 November 2020 at 22:25 UTC to Saturday, 28 November 2020 at 00:53 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 : 5059
Unique Edges : 4253
Edges With Duplicates : 9178
Total Edges : 13431
Number of Edge Types : 5
Tweet : 3485
Mentions : 2478
Retweet : 2937
MentionsInRetweet : 4384
Replies to : 147
Self-Loops : 3607
Reciprocated Vertex Pair Ratio : 0.0379605508001489
Reciprocated Edge Ratio : 0.0731444962352098
Connected Components : 1448
Single-Vertex Connected Components : 980
Maximum Vertices in a Connected Component : 2472
Maximum Edges in a Connected Component : 8300
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.15238
Graph Density : 0.000217989214028126
Modularity : 0.437514
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,059 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 Sunday, 29 November 2020 at 21:02 UTC.

The requested start date was Saturday, 28 November 2020 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 4-day, 2-hour, 27-minute period from Monday, 23 November 2020 at 22:25 UTC to Saturday, 28 November 2020 at 00:53 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] http://evolutionforwarding.com/
[30] http://adlmedia.co.uk/
[25] https://sloanreview.mit.edu/article/accelerating-supply-chain-scenario-planning/?social_token=54bf4d4e683db184907db4bf0dc36942&utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[19] https://axeltroike.blogspot.com/2020/11/protecting-consumer-employee-data-in.html
[15] https://www.zdnet.com/article/blockchain-in-2021-is-a-tale-of-two-speeds/
[14] https://anytimecouriers.co.uk/
[13] https://technative.io/food-waste-reduction-the-time-for-talking-is-over-now-is-the-time-for-action/
[13] http://dgpacking.wpengine.com/
[11] http://patriotfulfilment.com/
[10] https://www.datasciencecentral.com/profiles/blogs/iot-for-supply-chain-management-how-to-use-iot-for-enhanced

Top URLs in Tweet in G1:
[8] https://live.phygits.com/
[6] http://www.servispart.co.uk/eight-easy-ways-to-cut-supply-chain-logistics-costs-quickly/
[6] https://www.modais.com.br/
[5] https://coruzant.com/ecommerce/procurement-in-a-pandemic-why-flexibility-is-key/
[4] https://go.neo4j.com/de-201209-neo4j-live-demo-supply-chain.html?ref=social-event&utm_source=GaggleAMP-Neo4j&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=neo4j-the-leader-in-graph-databases-httpgaggltxzuhe-2777631
[4] https://www.linkedin.com/slink?code=d6nPH3E
[4] https://www.linkedin.com/slink?code=dNfMZat
[4] https://sloanreview.mit.edu/article/accelerating-supply-chain-scenario-planning/?social_token=54bf4d4e683db184907db4bf0dc36942&utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[4] https://www.ey.com/en_gl/supply-chain/are-you-running-an-analogue-supply-chain-for-a-digital-economy
[3] https://algorhythmtech.com/manufacturing-network-planner-rhythm-2-0

Top URLs in Tweet in G2:
[5] https://www.shdlogistics.com/peak-periods/black-friday-approaches
[3] https://www.linkedin.com/slink?code=dWuQ8vs
[3] https://logistics-supply-chain-management.blogspot.com/2020/11/3pl-vs-4pl-what-is-difference-between.html
[3] https://www.exeideas.com/2020/11/top-supply-chain-blogs-2020.html
[3] https://www.youtube.com/playlist?list=PL2hao8YIqjZOwU7jGVsb3_ypqI8gnxVQY

[3] https://www.themanufacturer.com/articles/mission-critical-supply-chains-recall-isnt-best-option/
[3] -
[3] https://www.shdlogistics.com/cold-chain-federation/cold-chain-2021-0
[2] https://www.livekindly.co/unilever-vegan-food-sales-1-2-billion/
[2] https://knavcpa.com/pli-schemes/

Top URLs in Tweet in G3:
[14] https://www.zdnet.com/article/blockchain-in-2021-is-a-tale-of-two-speeds/
[8] https://www.weforum.org/agenda/2020/11/using-blockchain-to-monitor-covid-19-vaccine-supply-chain?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=23/11/2020+11:00
[3] https://www.visualcapitalist.com/mapped-top-export-in-every-country/
[3] https://www.statista.com/chart/10224/self-driving-trucks/
[3] https://www.supplychaintoday.com/tesla-battery-supply-chain-problem/
[3] https://calendly.com/drjdrooghaag/introduction
[2] https://www.bcg.com/publications/2020/covid-cfo-pulse-check-3
[2] https://twitter.com/PawlowskiMario
[2] https://www.scjunction.com/blog/new-drivers-supply-chain-management-today?utm_campaign=Thought
[2] -

Top URLs in Tweet in G4:
[8] https://news.bloomberglaw.com/health-law-and-business/1-100-phony-covid-19-products-flagged-by-fda-during-pandemic
[4] https://www.mhlnews.com/global-supply-chain/article/21148643/holiday-sales-to-grow-between-36-52-says-industry-group
[4] http://www.msn.com/en-us/money/companies/nikola-shares-fall-after-ceo-fails-to-reassure-investors-gm-wont-pull-out-of-dollar2-billion-deal/ar-BB1bktQJ?ocid=st
[3] https://twitter.com/parcelmonitor/status/1331961387527102465
[3] https://gizmodo.com/pfizer-just-filed-for-emergency-approval-of-its-covid-1-1845724442
[3] https://hbr.org/2020/11/predicting-consumer-demand-in-an-unpredictable-world?utm_medium=email&utm_source=newsletter_daily&utm_campaign=dailyalert_notactsubs&deliveryName=DM107385
[3] https://cloudapper.com/how-to-design-and-implement-a-workplace-safety-program/
[3] http://ramsbottom-lemieux.blogspot.com/2020/04/aligning-vendor-payments-with-present.html
[3] https://www.inkonit.com/blog/the-2020-luxe-list-of-promotional-gifts-for-good-health-a-comfortable-home-and-great-adventure/?utm_source=twitter&utm_medium=superbsolutions
[2] https://twitter.com/USBankPayments/status/1319602039505244160

Top URLs in Tweet in G5:
[13] https://technative.io/food-waste-reduction-the-time-for-talking-is-over-now-is-the-time-for-action/
[9] https://www.datasciencecentral.com/profiles/blogs/iot-for-supply-chain-management-how-to-use-iot-for-enhanced
[8] https://pwc.blogs.com/technology-insights/2020/11/retailers-turn-to-blockchain-to-build-customer-trust.html
[6] https://www.iotworldtoday.com/2020/03/27/analytics-in-supply-chain-management-becomes-central-as-coronavirus-escalates/
[5] https://www.datasciencecentral.com/profiles/blogs/machine-learning-and-ai-in-food-industry-solutions-and-potential
[5] https://www.forbes.com/sites/yasamankazemi/2019/01/29/ai-big-data-advanced-analytics-in-the-supply-chain/#ec046c244ff9
[5] https://www.linkedin.com/slink?code=eNAhwgy
[3] https://www.iotforall.com/why-the-retail-industry-needs-iot-more-than-ever/
[3] https://www.datasciencecentral.com/profiles/blogs/harnessing-the-power-of-data-to-transform-asset-intensive-value
[3] https://www.capgemini.com/business-services-thought-leadership/the-value-of-a-blockchain-enabled-supply-chain/?

Top URLs in Tweet in G6:
[3] https://developer.zebra.com/blog/introducing-zebra-savanna-and-iota-track-and-trace-ledger-api
[1] https://solutions.odyssey.org/hackathon-2020-tvm-challenge-circular-economy-for-freight-packaging/
[1] http://networking.khu.ac.kr/layouts/net/publications/data/Journal/2020/31.pdf
[1] https://solutions.odyssey.org/hackathon-2020-klm-cargo-challenge-compliant-air-cargo-flow/

Top URLs in Tweet in G7:
[4] http://logisjob.com.mx/vacantes/ancla?vaid=4787
[2] https://www.northamerican.com/scholarship
[2] https://www.ufofreight.com/news/view/exclusive-webinar-with-cargowise-the-future-of-freight-unlocking-the-world-s-supply-chains
[2] http://dlvr.it/RmHW4B
[2] http://dlvr.it/RmM838
[2] http://dlvr.it/RmQxLq
[2] http://dlvr.it/RmVXf2
[2] https://www.amazon.com/USMCA-Comprehensive-Reports-Reputable-Agreement-ebook/dp/B07XLZJ455/ref=as_li_ss_tl?keywords=cuda+education+usmc&qid=1568574532&s=gateway&sr=8-2-fkmr1&linkCode=sl1&tag=nickdancriddr-20&linkId=c8e0b4e7c44295c44f0f60e40074b0d6&language=en_US
[2] http://logisjob.com.mx/vacantes/ancla?vaid=4798
[2] http://dlvr.it/RmYjn4

Top URLs in Tweet in G8:
[4] https://marksmith.ventanaresearch.com/shipchain-earns-our-13th-digital-innovation-award-for-operations-and-supply-chain?utm_campaign=Digital
[4] Innovation
[3] https://www.gartner.com/smarterwithgartner/6-strategies-for-a-more-resilient-supply-chain/
[3] Awards&utm_content=146430939&utm_medium=social&utm_source=twitter&hss_channel=tw-17992147
[2] https://www.weforum.org/agenda/2019/04/3-ways-blockchain-global-supply-chains
[2] https://www2.deloitte.com/ie/en/pages/technology/articles/when-two-chains-combine-.html?utm_content=buffer0b75f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.raconteur.net/infographics/getting-a-clear-view/
[2] https://www.kearney.com/procurement/article?/a/the-future-of-procurement-technology-mediocrity-is-no-longer-acceptable
[1] https://www.raconteur.net/supply-chain/autonomous-supply-chain/
[1] https://www.raconteur.net/infographics/need-for-speed/

Top URLs in Tweet in G9:
[5] https://elmercantil.com/2020/11/25/la-logistica-se-arma-para-evitar-distorsiones-en-las-campanas-de-consumo-masivo/
[2] https://resources.inboundlogistics.com/newsletter/DHL_tentips_090320.html
[2] https://retailandhospitalityhub.com/supply-chain/supply-chain-industry-updates/your-neighbor-might-deliver-your-future-walmart-purchases/
[2] https://ir.shareaholic.com/e?a=1&u=https://talkinglogistics.com/2020/11/24/perfect-storm-supply-chain-disruption-spot-market-utilization/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[2] https://talkinglogistics.com/2020/11/24/perfect-storm-supply-chain-disruption-spot-market-utilization/
[1] https://www.itln.in/whistledrive-enters-urban-logistics-with-5000-trucks-20-clients/
[1] https://www.youtube.com/watch?v=saUOqtmh5z4&feature=youtu.be

[1] https://www.youtube.com/watch?v=MMAuQA6Zobg&feature=youtu.be

[1] https://okt.to/SnxZVb
[1] https://okt.to/ldAYsZ

Top URLs in Tweet in G10:
[4] https://360.here.com/last-mile-delivery-trends-2021?cid=Supply-Twitter-FD-0-360blog-&utm_source=Twitter&utm_medium=social&utm_campaign=Online_CommsShare_2020
[2] https://www.supplychaindigital.com/supply-chain/2021-supply-chain-predictions-what-could-possibly-go-wrong
[2] https://www.kinaxis.com/en/blog/sustainable-supply-chain-why-progress-perfection
[2] https://go.engage.here.com/webinar-Future-proof-your-supply-chain-location-real-time-visibility.html?cid=Supply-Twitter-FD-0-Engage-&utm_source=Twitter&utm_medium=social&utm_campaign=Online_CommsShare_2020
[2] https://www.supplychaindive.com/news/diageo-emissions-net-zero-carbon-operations/589649/
[2] https://www.weforum.org/agenda/2020/09/how-to-build-supply-chains-fit-for-the-future/
[2] https://www.pharmaceuticalcommerce.com/latest-news/dhl-further-propels-investment-in-san-juan-facility/
[2] https://www.chargedretail.co.uk/2020/11/24/morrisons-partners-with-next-to-launch-contactless-click-collect-pods/
[2] https://www.chargedretail.co.uk/2020/11/24/lockdown-black-friday-must-be-halted-in-its-tracks-to-avoid-delivery-chaos-and-1-3bn-loss/
[2] https://www.chargedretail.co.uk/2020/11/25/uk-government-considering-rolling-out-drone-deliveries-to-rural-or-isolated-towns/

Top Domains
Top Domains in Tweet in Entire Graph:
[318] careerarc.com
[209] twitter.com
[193] co.uk
[190] linkedin.com
[76] youtube.com
[73] dy.si
[44] forbes.com
[39] itsupplychain.com
[37] amazon.com
[35] blogspot.com

Top Domains in Tweet in G1:
[287] careerarc.com
[95] linkedin.com
[50] twitter.com
[43] co.uk
[23] youtube.com
[16] dy.si
[16] scmdojo.com
[12] supplychaindive.com
[12] ttnews.com
[12] aplitrak.com

Top Domains in Tweet in G2:
[31] twitter.com
[18] gartner.com
[17] linkedin.com
[17] shdlogistics.com
[8] youtube.com
[7] co.uk
[6] dy.si
[6] igd.com
[4] themanufacturer.com
[3] blogspot.com

Top Domains in Tweet in G3:
[14] zdnet.com
[11] scjunction.com
[11] weforum.org
[9] twitter.com
[6] supplychaintoday.com
[3] bcg.com
[3] visualcapitalist.com
[3] statista.com
[3] medium.com
[3] calendly.com

Top Domains in Tweet in G4:
[20] twitter.com
[13] supplychainnow.com
[8] bloomberglaw.com
[8] youtube.com
[8] on24.com
[6] inkonit.com
[4] supplychainnowradio.com
[4] mhlnews.com
[4] buyersmeetingpoint.com
[4] hbr.org

Top Domains in Tweet in G5:
[17] datasciencecentral.com
[15] linkedin.com
[13] technative.io
[11] co.uk
[10] dy.si
[8] forbes.com
[8] blogs.com
[6] iotworldtoday.com
[6] technoretail.it
[5] twitter.com

Top Domains in Tweet in G6:
[3] zebra.com
[2] odyssey.org
[1] ac.kr

Top Domains in Tweet in G7:
[28] dlvr.it
[14] com.mx
[12] analytiqa.com
[9] sdcexec.com
[7] highway905.com
[5] freightwaves.com
[5] trucktractortrailer.com
[4] scmr.com
[4] novologistica.com
[4] supplychain247.com

Top Domains in Tweet in G8:
[4] raconteur.net
[4] ventanaresearch.com
[3] gartner.com
[3] deloitte.com
[3] technologyreview.com
[3] mascontainer.com
[2] weforum.org
[2] mckinsey.com
[2] twitter.com
[2] kearney.com

Top Domains in Tweet in G9:
[10] okt.to
[10] stattimes.com
[8] retailandhospitalityhub.com
[5] itln.in
[5] elmercantil.com
[4] readyforsocial.com
[3] inboundlogistics.com
[3] shareaholic.com
[2] youtube.com
[2] futureinsights.org

Top Domains in Tweet in G10:
[10] co.uk
[7] here.com
[6] twitter.com
[5] pharmaceuticalcommerce.com
[4] supplychaindigital.com
[4] theverge.com
[4] supplychaindive.com
[2] linkedin.com
[2] forbes.com
[2] kinaxis.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5604] supplychain
[1123] logistics
[363] blockchain
[310] ai
[244] iot
[238] covid19
[199] manufacturing
[189] procurement
[186] digitaltransformation
[170] freight



Top Hashtags in Tweet in G1:
[2167] supplychain
[347] logistics
[88] manufacturing
[83] warehouse
[81] scm
[72] shipping
[56] freight
[56] transportation
[54] procurement
[50] business

Top Hashtags in Tweet in G2:
[414] supplychain
[52] logistics
[29] covid19
[18] blockchain
[18] gartnersc
[17] manufacturing
[17] supplychainmanagement
[17] warehousing
[16] marinepilot
[15] iot

Top Hashtags in Tweet in G3:
[257] supplychain
[177] ai
[106] ml
[99] robotics
[94] iot
[74] logistics
[63] digitaltransformation
[62] automation
[62] datascience
[56] industry40

Top Hashtags in Tweet in G4:
[166] supplychain
[24] tech
[17] logistics
[15] hr
[14] ai
[12] podcast
[12] customerexperience
[12] investment
[12] digitaltransformation
[10] strategy

Top Hashtags in Tweet in G5:
[169] supplychain
[58] iot
[45] logistics
[38] blockchain
[37] digitaltransformation
[35] bigdata
[30] ai
[25] scm
[17] datascience
[15] retail

Top Hashtags in Tweet in G6:
[116] iota
[114] blockchain
[105] dlt
[7] supplychain
[3] developers
[2] odysseymomentum
[2] momentum
[1] sustainability
[1] btc
[1] eth

Top Hashtags in Tweet in G7:
[192] supplychain
[115] logistics
[17] freight
[15] supplychainmanagement
[15] logistica
[14] vacante
[14] vacantes
[14] distribution
[14] covid19
[13] logisticsmanagement

Top Hashtags in Tweet in G8:
[49] supplychain
[13] digitaltransformation
[13] blockchain
[4] automation
[4] infographic
[3] innovation
[3] tech
[3] digital
[3] startups
[2] logistics

Top Hashtags in Tweet in G9:
[92] supplychain
[71] logistics
[26] transportation
[21] updates
[20] warehousing
[19] digitalsupplychain
[15] procurement
[14] manpower
[13] ml
[13] ai

Top Hashtags in Tweet in G10:
[110] supplychain
[21] logistics
[13] shipping
[12] sustainability
[10] delivery
[9] maritime
[9] digitaltransformation
[9] blockchain
[8] 3dprinting
[8] covid19

Top Words
Top Words in Tweet in Entire Graph:
[5603] #supplychain
[1260] supply
[1123] #logistics
[1027] chain
[779] more
[760] job
[672] link
[600] bio
[457] click
[447] latest

Top Words in Tweet in G1:
[2165] #supplychain
[716] job
[596] link
[588] bio
[403] click
[347] #logistics
[345] see
[305] supply
[300] more
[292] apply

Top Words in Tweet in G2:
[414] #supplychain
[153] supply
[131] chain
[66] more
[52] #logistics
[38] learn
[36] help
[32] global
[29] #covid19
[29] portvancouver

Top Words in Tweet in G3:
[257] #supplychain
[236] mmortson
[177] #ai
[106] #ml
[99] #robotics
[95] ronald_vanloon
[94] #iot
[74] #logistics
[67] factory
[63] #digitaltransformation

Top Words in Tweet in G4:
[166] #supplychain
[112] scottwluton
[75] gregoryswhite
[63] _supplychainnow
[51] supply
[44] listen
[43] chain
[28] buyersmeetpoint
[27] check
[25] industry

Top Words in Tweet in G5:
[169] #supplychain
[58] #iot
[45] #logistics
[40] supply
[38] #blockchain
[37] #digitaltransformation
[35] #bigdata
[32] chain
[32] iot
[30] #ai

Top Words in Tweet in G6:
[116] #iota
[114] #blockchain
[113] zebra
[113] savanna
[113] introduce
[113] track
[113] trace
[113] ledger
[113] api
[113] combines

Top Words in Tweet in G7:
[192] #supplychain
[115] #logistics
[55] supply
[47] chain
[30] logistics
[29] covid
[21] more
[18] #freight
[17] 19
[17] before

Top Words in Tweet in G8:
[113] antgrasso
[95] supply
[75] chains
[73] digital
[56] technology
[49] end
[49] #supplychain
[48] create
[48] fix
[48] problems

Top Words in Tweet in G9:
[263] edgistify
[98] follow
[92] #supplychain
[71] #logistics
[45] supply
[44] chain
[40] platform
[38] announced
[35] industry
[31] management

Top Words in Tweet in G10:
[110] #supplychain
[26] supply
[21] #logistics
[20] maersk
[18] more
[18] chain
[15] global
[15] future_shipping
[14] help
[13] #shipping

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[973] supply,chain
[596] link,bio
[369] #supplychain,#logistics
[346] click,link
[309] #supplychain,job
[266] #logistics,#supplychain
[205] supply,chains
[182] covid,19
[176] see,latest
[157] bio,see

Top Word Pairs in Tweet in G1:
[588] link,bio
[331] click,link
[297] #supplychain,job
[253] supply,chain
[163] see,latest
[156] bio,see
[143] #supplychain,#logistics
[134] bio,apply
[125] latest,#supplychain
[110] recommend,anyone

Top Word Pairs in Tweet in G2:
[116] supply,chain
[30] #logistics,#supplychain
[26] supply,chains
[20] covid,19
[18] learn,more
[16] #supplychain,#warehousing
[15] keeping,#supplychain
[14] #supplychain,leaders
[14] #supplychain,moving
[13] cold,chain

Top Word Pairs in Tweet in G3:
[141] mmortson,mmortson
[66] ronald_vanloon,factory
[59] factory,tomorrow
[58] #iot,#ml
[56] tasty,byte
[56] byte,#datascience
[56] #datascience,driving
[56] driving,customer
[56] customer,choice
[56] choice,without

Top Word Pairs in Tweet in G4:
[42] supply,chain
[22] scottwluton,gregoryswhite
[14] gregoryswhite,welcome
[12] #customerexperience,management
[12] management,quickly
[12] quickly,grown
[12] grown,one
[12] one,important
[12] important,areas
[12] areas,#investment

Top Word Pairs in Tweet in G5:
[29] supply,chain
[24] #iot,#supplychain
[18] #supplychain,management
[13] #bigdata,#datascience
[13] iot,helps
[13] helps,predict
[13] predict,avoid
[13] avoid,waste
[13] waste,perishable
[13] perishable,foods

Top Word Pairs in Tweet in G6:
[113] zebra,savanna
[113] savanna,#iota
[113] #iota,introduce
[113] introduce,track
[113] track,trace
[113] trace,ledger
[113] ledger,api
[113] api,combines
[113] combines,barcodes
[113] barcodes,rfid

Top Word Pairs in Tweet in G7:
[53] #supplychain,#logistics
[46] supply,chain
[18] #logistics,#supplychain
[15] covid,19
[14] #vacante,#vacantes
[14] aplica,gt
[14] gt,co
[13] #supplychainmanagement,#logisticsmanagement
[13] #logisticsmanagement,#esourcing
[13] #esourcing,#logurultd

Top Word Pairs in Tweet in G8:
[75] supply,chains
[48] digital,technology
[48] technology,create
[48] create,supply
[48] chains,fix
[48] fix,problems
[48] problems,make
[48] make,decisions
[48] decisions,without
[48] without,human

Top Word Pairs in Tweet in G9:
[78] follow,edgistify
[44] supply,chain
[30] edgistify,regular
[29] #supplychain,#logistics
[24] #logistics,industry
[21] regular,#updates
[21] #updates,#supplychain
[19] #digitalsupplychain,#warehousing
[17] industry,#digitalsupplychain
[16] edgistify,regula

Top Word Pairs in Tweet in G10:
[18] supply,chain
[10] covid,19
[8] supply,chains
[8] black,friday
[7] #shipping,#supplychain
[7] #supplychain,#logistics
[7] 19,vaccine
[7] vaccine,distribution
[7] distribution,task
[7] task,poses

Top Replied-To
Top Replied-To in Entire Graph:
@spsa
@themaritimepil2
@aeromarttls
@drjohnglen
@blueyondertech
@jackschofield
@custom_group
@cevalogistics
@geodis_group
@latribune

Top Replied-To in G1:
@logiangle
@coderootz
@phdchamber
@peoplefirstrec
@_ieec_
@leftlaneassoc

Top Replied-To in G2:
@twe_global
@antrimenterpris
@boisesparky
@kroger
@cnrailway
@haisamj
@kagumireabel

Top Replied-To in G3:
@gerald_bader
@forrester

Top Replied-To in G4:
@scottwluton
@jennyfroome
@therealpro7
@markmorley
@mmortson
@tamaramccleary
@innakuznetsova_

Top Replied-To in G5:
@custom_group
@cevalogistics
@dhlexpress
@cls_logistica

Top Replied-To in G7:
@gartner

Top Replied-To in G8:
@shipchain
@dsv_as

Top Replied-To in G9:
@accuray
@whistledrive
@deutschepostdhl
@walmart
@theshipsy
@pcssoftware
@cscindia_pvtltd
@logmoreltd
@bluedart_
@vtransindia

Top Replied-To in G10:
@cryptodoper
@michaelsuppo
@jimbocharlieash

Top Mentioned
Top Mentioned in Entire Graph:
@edgistify
@antgrasso
@scottwluton
@iotatoken
@coopfcl
@mrphsupplychain
@gregoryswhite
@ronald_vanloon
@_supplychainnow
@mmortson

Top Mentioned in G1:
@sigiosagie
@servispart
@eztrans_net
@isitceurope
@kaizenconsult2
@forkliftaction
@acorn_ic
@commonframework
@grasupplychain

Top Mentioned in G2:
@portvancouver
@bccoastpilots
@transport_gc
@marcgarneau
@cityofpomo
@gartner_sc
@globalterminals
@euindbizsupport
@shdlogistics
@bcmea

Top Mentioned in G3:
@ronald_vanloon
@mmortson
@theeconomist
@goustocooking
@dataidols
@wef
@mvollmer1
@pawlowskimario
@nicochan33
@visualcap

Top Mentioned in G4:
@scottwluton
@gregoryswhite
@_supplychainnow
@buyersmeetpoint
@freightjamin
@techquilasr
@sallyeaves
@ucbos1
@ratelinx
@opentext

Top Mentioned in G5:
@kirkdborne
@scmoracle
@technative
@idc
@mowlie78
@hypermotionfair
@iotworldtoday
@cargotrends
@ecsgroup_
@garnet8ltd

Top Mentioned in G6:
@iotatoken
@iotatokennews
@hund_cleaniota
@odysseymomentum
@klmcargo
@zebratechnology
@ovsoftware
@casparroelofs
@cryptomice
@dhlnl

Top Mentioned in G7:
@scbrain
@highway905
@freightwaves
@dbschenkerusa
@tttexchange
@tt_club
@scbrief
@splash_247
@sdcexec
@logisticsbureau

Top Mentioned in G8:
@antgrasso
@antgrasso_it
@digitaltdaily
@lindagrass0
@gartner_inc
@kearney
@techreview
@deloitte
@raconteur
@windowontech

Top Mentioned in G9:
@edgistify
@dhlsupplychain
@deutschepostdhl
@joyrunapp
@sequoia
@_surgeahead
@infoedgevc
@jd_corporate
@kimaye_ini
@cscindia_pvtltd

Top Mentioned in G10:
@future_shipping
@maersk
@retailgazette
@ibm
@durresport
@lloydslist
@ibmblockchain
@morailogistics
@logisticsmatter
@here

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@evankirstel
@iam__network
@femtech_
@honeymoongondol
@chuddles11
@drtomdepaoli
@ottlegalrebels
@guardian

Top Tweeters in G1:
@costellodaniel1
@andrea__corti
@dogetalist
@chantalbb
@ideaspbusiness
@it_connection
@maxhenry
@naashonomics
@techvisornl
@bamitav

Top Tweeters in G2:
@ottlegalrebels
@skynews
@nytimes
@inc
@chuckdalldorf
@ocado
@oneminutebriefs
@tristanbergh
@stlouisishome
@panawahpskek

Top Tweeters in G3:
@evankirstel
@iam__network
@calcaware
@ssxman2
@gezgintrk
@nicochan33
@dataaugmented
@nomoreslaves
@shicooks
@gvalan

Top Tweeters in G4:
@drtomdepaoli
@andrewmorrisuk
@cocacola
@lidstonepeter
@brizendinesean
@gizmodo
@psb_dc
@kevin_jackson
@gramsbottom
@harvardbiz

Top Tweeters in G5:
@chidambara09
@cengizuzun15
@lepoint
@datasciencebot_
@topcybernews
@kirkdborne
@google
@vodafone_de
@lllloyd1
@enricofrasca3

Top Tweeters in G6:
@nuonrg
@dhlnl
@blzfda
@accretionist
@dclvitorino
@grannjarmo
@damif1
@mikehypercube
@swissbergzug
@iotaenterprice

Top Tweeters in G7:
@huffpost
@myloc_tracker
@splash_247
@law360
@riddler_smitb
@theoutline11
@land_line_mag
@naturgymx
@porttechnology
@samchambers

Top Tweeters in G8:
@alternative200
@techreview
@jaychance5
@ancarrillo964
@rww
@vishalgreat
@afigueiredo
@lind
@frankgeisler1
@hajer_alqassimi

Top Tweeters in G9:
@walmart
@flyspicejet
@sandeeprrao1991
@giancrown
@ed
@etihad
@capgemini
@qatarairways
@who
@ilmagazine

Top Tweeters in G10:
@markplackett1
@financialtimes
@ft
@detroitnews
@dez_blanchfield
@premierpapercm
@ttiaat
@guhura
@quasagroup
@digitaltransf11


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.