supplychain, Twitter, 3/14/2021 12:21:14 AM, 250600


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supplychain_2021-03-13_12-46-43.xlsx
supplychain_2021-03-13_12-46-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2021
Short Description:
supplychain via NodeXL https://bit.ly/3cIFqjh
@chidambara09
@godfrey_g_
@pawlowskimario
@edgistify
@evrythng
@gartner_inc
@the404code
@dbschenkerusa
@jacobussystems
@ensuresec

Top hashtags:
#supplychain
#logistics
#bigdata
#uk
#women
#linkedin
#usa
#insurtech
#iot

Description:
Description
The graph represents a network of 5,323 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, 13 March 2021 at 21:00 UTC.

The requested start date was Saturday, 13 March 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 2-day, 19-hour, 28-minute period from Tuesday, 09 March 2021 at 23:43 UTC to Friday, 12 March 2021 at 19:11 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 : 5323
Unique Edges : 4752
Edges With Duplicates : 10217
Total Edges : 14969
Number of Edge Types : 5
Tweet : 3015
Retweet : 3581
MentionsInRetweet : 6156
Mentions : 2080
Replies to : 137
Self-Loops : 3159
Reciprocated Vertex Pair Ratio : 0.0373612630920744
Reciprocated Edge Ratio : 0.0720313441832429
Connected Components : 1552
Single-Vertex Connected Components : 990
Maximum Vertices in a Connected Component : 2076
Maximum Edges in a Connected Component : 8797
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.709893
Graph Density : 0.000234247541195056
Modularity : 0.444629
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 5,323 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, 13 March 2021 at 21:00 UTC.

The requested start date was Saturday, 13 March 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 2-day, 19-hour, 28-minute period from Tuesday, 09 March 2021 at 23:43 UTC to Friday, 12 March 2021 at 19:11 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:
[46] https://nypost.com/2021/03/11/erin-andrews-tells-jalen-rose-the-most-exciting-sporting-event-shes-attended/?utm_medium=SocialFlow&utm_source=P6Twitter&utm_campaign=SocialFlow
[27] https://www.multifreight.com/
[24] https://guptaritika361.blogspot.com/2021/03/questions-every-entrepreneur-must-be.html?spref=tw
[23] https://www.hollywoodreporter.com/live-feed/greys-anatomy-boss-approaching-season-17-ender-as-potential-series-finale
[21] https://hr.economictimes.indiatimes.com/news/hrtech/the-dynamic-role-of-hr-in-the-e-commerce-space/81458972
[20] https://www.aipia.info/news.php
[18] https://www.hollywoodreporter.com/news/365-days-dolittle-sias-music-top-razzie-awards-nominations
[18] http://dgpacking.wpengine.com/
[18] https://anytimecouriers.co.uk/
[17] https://twitter.com/i/events/1369723109742419983

Top URLs in Tweet in G1:
[8] https://objectsecurity.com/scrams-easyscrams/
[5] https://www.youtube.com/watch?v=zVzKMSzc9ug&t=18s

[4] https://www.instagram.com/accounts/login/
[3] https://www.cubeprecision.com/
[3] https://gudcapital.com/coronavirus-business-loans-working-capital/
[3] http://cargoplayers.com
[3] https://cosmotech.com/resources/articles/three-key-layers-to-building-resiliency-into-a-complex-supply-chain/?utm_source=twitter&utm_medium=social&utm_term=&utm_content=&utm_campaign=article+gartner
[3] https://www.thiinkequal.com/
[3] https://store44250299.ecwid.com/products/277735007
[3] https://www.omni-academy.com/workshop-online-registration/

Top URLs in Tweet in G2:
[44] https://nypost.com/2021/03/11/erin-andrews-tells-jalen-rose-the-most-exciting-sporting-event-shes-attended/?utm_medium=SocialFlow&utm_source=P6Twitter&utm_campaign=SocialFlow
[24] https://guptaritika361.blogspot.com/2021/03/questions-every-entrepreneur-must-be.html?spref=tw
[22] https://www.hollywoodreporter.com/live-feed/greys-anatomy-boss-approaching-season-17-ender-as-potential-series-finale
[20] https://hr.economictimes.indiatimes.com/news/hrtech/the-dynamic-role-of-hr-in-the-e-commerce-space/81458972
[18] https://www.hollywoodreporter.com/news/365-days-dolittle-sias-music-top-razzie-awards-nominations
[17] https://twitter.com/i/events/1369723109742419983
[16] https://docs.google.com/forms/d/e/1FAIpQLSeORywCDxbFkXooT2OUmMu9AOMJor5s3FQTyQoYZAvURyzCVA/viewform?usp=send_form
[15] https://www.ey.com/en_sg/unlocking-ambitions-of-private-businesses-and-their-owners/how-smes-can-own-their-digitalization-journeys
[14] https://www.dailymail.co.uk/tvshowbiz/article-9345475/Famke-Janssen-steps-Soho-neighborhood-New-York.html?ito=amp_twitter_share-top
[14] https://www.linkedin.com/news/story/4355201/

Top URLs in Tweet in G3:
[4] https://www.edgistify.com/
[2] https://plantensive.com/resources/case-studies/plantensive-helps-snack-manu-dynamically-improve-forecasting/?utm_campaign=Local%20Markets&utm_source=Organic%20Social
[1] https://www.youtube.com/watch?v=0THhdePvzoo&feature=youtu.be

[1] https://plantensive.com/resources/case-studies/plantensive-helps-snack-manu-dynamically-improve-forecasting/?utm_campaign=Local%20Markets&utm_content=156649778&utm_medium=social&utm_source=twitter&hss_channel=tw-937717137908686848
[1] https://issuu.com/supplychaindigital/docs/supplychain-top100-women-suppliment-2021-final/12
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DtJ8IBno4akw%26t%3D114s&q=EgS4SO-bGOT5roIGIhkA8aeDS3HgKL9KB8FLTzcMjaslL0zOcySjMgFy
[1] http://ammonia21.com/articles/9981/global_cold_storage_operator_lineage_logistics_and_committed_to_natural_refrigerants
[1] https://www-wsj-com.cdn.ampproject.org/c/s/www.wsj.com/amp/articles/lineage-logistics-raises-1-9-billion-to-expand-cold-storage-reach-11615460400
[1] https://turvo.com/news/india/?utm_content=157435544&utm_medium=social&utm_source=twitter&hss_channel=tw-823659691607781376
[1] https://www.inboundlogistics.com/cms/article/developing-supply-chain-resiliency/?utm_content=157071003&utm_medium=social&utm_source=twitter&hss_channel=tw-823659691607781376

Top URLs in Tweet in G4:
[6] https://www.amazon.com/Luxury-Fashion-Retail-Industry-Report-ebook/dp/B07XML28M5/ref=as_li_ss_tl?dchild=1&keywords=cuda+education+business&qid=1603228334&sr=8-3&linkCode=sl1&tag=nickdancriddr-20&linkId=769bec7a0225b1309181cfc27e9bb0a2&language=en_US
[5] https://www.linkedin.com/posts/supply-chain-now_the-supply-chain-buzz-for-march-1st-scott-activity-6773327925849690113-PT7z
[4] https://www.pscp.tv/w/cxT9sDFXTEtSQW54R0dCUWJ8MXlOeGFXbXlwWWJHaqpWSd4j-ohXiQQEfhFDlatIqzU0DTxXKJmrPmUc_Lo1
[4] https://www.thinkers360.com/top-50-global-thought-leaders-and-influencers-on-supply-chain-march-2021/
[4] https://johannesdrooghaag.com/making-difference-with-a-digital-supply-chain/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://it-online.co.za/2021/03/11/supply-chain-management-now-one-of-the-most-important-jobs/
[2] https://www.supplychaindive.com/news/peak-season-labor-planning-hiring-retention/596402/
[2] https://www.supplychaindive.com/news/california-port-congestion-los-angeles-long-beach-data/594715/
[2] https://twitter.com/_supplychainnow/status/1369094175619248129
[2] https://www.pscp.tv/w/cxegrTFXTEtSQW54R0dCUWJ8MVlxeG95bVZCQnpHdrGlq-X2jDKrX_-iCaewLgdytg_UqHZxrSlFF1HQgjq1

Top URLs in Tweet in G5:
[2] https://www.freightwaves.com/news/%241400-covid-relief-checks-to-trigger-surge-in-e-commerce-shipments?p=325541
[2] https://www.supplychainbrain.com/articles/32750-amazon-spends-131-million-for-stake-in-cargo-airline-atsg
[2] https://www.youtube.com/watch?v=tsg1fRENrNY

[2] https://www.supplychainus.com/
[2] https://www.genpact.com/insight/infographic/a-z-of-supply-chains-in-2021?utm_source=twtr&utm_medium=ogsc&utm_campaign=523204508_es_lvrt_llsb_spch_npp_274562_&utm_content=na_na&hsamp_network=twitter&hsamp=blLPRJKrSpBsK&utm_term=Amplify&utm_sntype=Amplify-twitter
[2] https://www.forbes.com/video/6237942055001/enhancing-food-supply-chains-through-artificial-intelligence/?sh=546457f5dd80
[2] http://www.scmdojo.com/guide/supply-chain-kpi-dashboard/
[1] http://www.mckinsey.com/industries/public-and-social-sector/our-insights/transforming-global-health-supply-chains-through-data-visibility?cid=other-pso-twi-mps-mps-tsp-2005-i5a&sid=5ece9f0db9e8c17c8a1336ab&linkId=89646604
[1] https://bityl.co/5nZM
[1] https://equalocean.com/research/2020031913789

Top URLs in Tweet in G6:
[20] https://www.aipia.info/news.php
[5] https://technative.io/blockchain-en-route-to-the-global-supply-chain/
[3] https://www.securitymagazine.com/articles/94674-cyber-resilience-protecting-the-vaccine-supply-chain
[1] https://us-cert.cisa.gov/remediating-apt-compromised-networks
[1] https://us-cert.gov/ncas/current-activity/2021/03/09/guidance-remediating-networks-affected-solarwinds-and-active
[1] https://www.cisa.gov/publication/solarwinds-and-ad-m365-compromise-risk-decisions-leaders
[1] https://www.scmagazine.com/home/health-care/ransomware-supply-chain-attacks-compel-health-care-organizations-to-act/
[1] https://www.linkedin.com/slink?code=daEZvkT
[1] https://www.linkedin.com/slink?code=duiRc-Y
[1] https://www.linkedin.com/slink?code=gTUCBrY

Top URLs in Tweet in G8:
[4] https://www.linkedin.com/slink?code=dYQmyQH
[3] https://register.gotowebinar.com/register/8253033647030611725?source=Supply+Chain+Digital
[3] http://www.datasciencecentral.com/xn/detail/6448529:BlogPost:1043154
[2] https://www.forbes.com/sites/forbestechcouncil/2021/03/10/digital-transformation-and-event-driven-architecture-part-one-its-importance-in-the-supply-chain/
[2] https://twitter.com/i/events/1369431021301633025
[2] https://www.analyticsinsight.net/top-100-companies-for-data-scientists-in-india/
[2] https://www.stef.com/espace-media/communiques-de-presse?utm_source=twitter&utm_medium=socialmedia&utm_campaign=resultats2020
[1] https://www.bcg.com/en-mideast/capabilities/operations/overview?linkId=113048981
[1] https://nypost.com/2021/03/11/erin-andrews-tells-jalen-rose-the-most-exciting-sporting-event-shes-attended/?utm_medium=SocialFlow&utm_source=P6Twitter&utm_campaign=SocialFlow
[1] https://www.dailymail.co.uk/tvshowbiz/article-9349197/Scout-Willis-sweetly-shields-beloved-Chihuahua-rain-running-errands.html?ito=amp_twitter_share-top

Top URLs in Tweet in G9:
[2] https://twitter.com/kuppingercole/status/1369558910357667844
[1] https://twitter.com/iota/status/1369583209693011968

Top URLs in Tweet in G10:
[2] https://www.inkonit.com/blog/are-your-n95-masks-fake/?utm_source=twitter&utm_medium=superbsolutions
[2] https://www.forbes.com/sites/worldeconomicforum/2020/01/10/how-factories-of-the-future-are-leading-the-way-to-innovation-in-manufacturing/?sh=5af9b3bd5b16
[2] https://cerasis.com/circular-supply-chain/
[2] https://www.forbes.com/sites/stevebanker/2021/03/10/supply-chain-talent-is-more-important-than-ever/?sh=b8f1c6f5e192
[2] https://ism-india.org/weekly-quiz/
[1] https://dy.si/yoAV9
[1] https://dy.si/Fis3a
[1] https://www.oracle.com/events/live/applications/mar-2021/?source=:so:tw:or:dg:oscm:::&SC=:so:tw:or:dg:oscm:::&pcode=
[1] https://hr.economictimes.indiatimes.com/news/hrtech/the-dynamic-role-of-hr-in-the-e-commerce-space/81458972
[1] https://dy.si/btynpg

Top Domains
Top Domains in Tweet in Entire Graph:
[274] co.uk
[267] careerarc.com
[257] linkedin.com
[213] twitter.com
[120] dy.si
[90] hollywoodreporter.com
[62] forbes.com
[47] youtube.com
[46] nypost.com
[40] blogspot.com

Top Domains in Tweet in G1:
[215] careerarc.com
[93] linkedin.com
[28] twitter.com
[24] inboundlogistics.com
[23] dy.si
[22] co.uk
[18] youtube.com
[9] zoom.us
[9] pbynd.co
[9] ow.ly

Top Domains in Tweet in G2:
[190] co.uk
[89] linkedin.com
[88] hollywoodreporter.com
[68] twitter.com
[44] nypost.com
[39] blogspot.com
[25] pagesix.com
[20] indiatimes.com
[20] irishtimes.com
[19] supplychainbrain.com

Top Domains in Tweet in G3:
[6] plantensive.com
[4] edgistify.com
[3] businessapac.com
[2] google.com
[2] inboundlogistics.com
[2] ocean-insights.com
[2] sdcexec.com
[2] bit.ly
[2] cargotrends.in
[1] youtube.com

Top Domains in Tweet in G4:
[20] amazon.com
[15] supplychaindive.com
[10] twitter.com
[9] linkedin.com
[8] pscp.tv
[8] supplychainnow.com
[8] procurious.com
[6] co.za
[5] bizcommunity.com
[4] digitalsupplychainpodcast.com

Top Domains in Tweet in G5:
[10] freightwaves.com
[7] scmdojo.com
[5] youtube.com
[2] equalocean.com
[2] supplychainbrain.com
[2] supplychainus.com
[2] genpact.com
[2] bloomberg.com
[2] forbes.com
[2] voicestorm.com

Top Domains in Tweet in G6:
[20] aipia.info
[5] technative.io
[4] linkedin.com
[3] securitymagazine.com
[2] cisa.gov
[1] us-cert.gov
[1] scmagazine.com

Top Domains in Tweet in G8:
[13] co.uk
[7] rutadeltransporte.com
[5] linkedin.com
[5] supplychaindigital.com
[5] dy.si
[5] voxlog.fr
[4] pbynd.co
[3] forbes.com
[3] twitter.com
[3] gotowebinar.com

Top Domains in Tweet in G9:
[3] twitter.com

Top Domains in Tweet in G10:
[54] dy.si
[4] forbes.com
[3] inkonit.com
[3] intracen.org
[2] cerasis.com
[2] logisticsmgmt.com
[2] ism-india.org
[1] oracle.com
[1] indiatimes.com
[1] sdcexec.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5582] supplychain
[853] logistics
[736] bigdata
[733] uk
[712] women
[705] linkedin
[675] usa
[667] insurtech
[534] iot
[491] socialmedia



Top Hashtags in Tweet in G1:
[1860] supplychain
[254] logistics
[108] manufacturing
[56] warehouse
[50] shipping
[48] freight
[46] covid19
[46] transportation
[46] warehousing
[43] procurement

Top Hashtags in Tweet in G2:
[1088] supplychain
[701] bigdata
[689] uk
[688] linkedin
[687] women
[650] insurtech
[645] usa
[477] socialmedia
[412] iot
[347] iiot

Top Hashtags in Tweet in G3:
[85] supplychain
[61] logistics
[54] airfreight
[39] warehousing
[31] updates
[31] digitalsupplychain
[25] transportation
[23] 3pl
[20] covid
[19] ai

Top Hashtags in Tweet in G4:
[184] supplychain
[24] logistics
[18] retail
[17] procurement
[16] business
[15] trade
[12] sales
[11] ecommerce
[10] podcast
[9] operations

Top Hashtags in Tweet in G5:
[74] supplychain
[18] robotics
[17] iot
[17] drone
[17] transport
[16] tech
[16] engineering
[16] 5g
[10] supplychainamangement
[6] logistics

Top Hashtags in Tweet in G6:
[64] solarwinds
[40] supplychain
[25] iot
[20] packaging
[20] brands
[20] foodwaste
[5] blockchain
[5] globalisation
[3] infosec
[3] gps

Top Hashtags in Tweet in G8:
[96] supplychain
[24] digitaltransformation
[14] business
[11] b2b
[10] bigdata
[10] sapstore
[9] cio
[8] enterprise
[8] collaboration
[7] logistics

Top Hashtags in Tweet in G9:
[70] supplychain
[67] iota
[67] dlts
[25] ecommerce
[2] supplychains
[1] data

Top Hashtags in Tweet in G10:
[80] supplychain
[52] logistics
[38] cloud
[10] hr
[9] karir
[8] iot
[8] lowongankerja
[7] pekerjaan
[7] lowongan
[7] loker

Top Words
Top Words in Tweet in Entire Graph:
[5578] #supplychain
[1173] supply
[1025] chain
[853] #logistics
[736] #bigdata
[733] #uk
[720] chidambara09
[712] #women
[705] #linkedin
[688] more

Top Words in Tweet in G1:
[1859] #supplychain
[568] job
[495] link
[484] bio
[372] click
[284] more
[259] apply
[258] supply
[258] see
[254] #logistics

Top Words in Tweet in G2:
[1088] #supplychain
[704] chidambara09
[701] #bigdata
[689] #uk
[688] #linkedin
[687] #women
[650] #insurtech
[645] #usa
[477] #socialmedia
[412] #iot

Top Words in Tweet in G3:
[153] edgistify
[95] logistics
[85] #supplychain
[73] demand
[65] follow
[61] #logistics
[61] offer
[58] meet
[56] cmacgm
[54] customers

Top Words in Tweet in G4:
[184] #supplychain
[66] supply
[60] chain
[38] _supplychainnow
[32] scottwluton
[24] #logistics
[22] more
[20] great
[20] thinkers360
[19] women

Top Words in Tweet in G5:
[79] supply
[74] #supplychain
[70] chain
[62] antgrasso
[51] digital
[51] help
[51] make
[51] technologies
[50] systematic
[50] approach

Top Words in Tweet in G6:
[131] cisagov
[128] uscert_gov
[100] web
[100] affected
[93] help
[64] m365
[64] compromise
[64] #solarwinds
[62] ad
[62] stay

Top Words in Tweet in G7:
[111] transport
[105] tente
[105] ma
[105] chance
[105] rentrée
[105] 2021
[105] 2022
[105] bac
[105] école
[102] recherche

Top Words in Tweet in G8:
[96] #supplychain
[40] supply
[36] chain
[24] #digitaltransformation
[15] data
[14] #business
[13] read
[11] #b2b
[11] organizations
[10] #bigdata

Top Words in Tweet in G9:
[92] ensuresec
[70] #supplychain
[68] mitigate
[68] risks
[67] #iota
[67] #dlts
[67] covering
[67] proof
[67] side
[67] zero

Top Words in Tweet in G10:
[80] #supplychain
[52] scmoracle
[52] #logistics
[50] more
[43] see
[39] game
[39] changer
[38] know
[38] 70
[38] professionals

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[990] supply,chain
[703] #bigdata,#uk
[703] #uk,#linkedin
[664] #supplychain,#women
[662] #women,#insurtech
[655] #insurtech,#usa
[637] #linkedin,#supplychain
[510] link,bio
[485] #usa,#socialmedia
[328] #socialmedia,#iiot

Top Word Pairs in Tweet in G1:
[484] link,bio
[300] click,link
[223] #supplychain,job
[207] supply,chain
[133] bio,see
[118] bio,apply
[108] see,latest
[98] latest,#supplychain
[96] #supplychain,#logistics
[84] job,opening

Top Word Pairs in Tweet in G2:
[687] #bigdata,#uk
[687] #uk,#linkedin
[646] #supplychain,#women
[646] #women,#insurtech
[639] #insurtech,#usa
[622] #linkedin,#supplychain
[471] #usa,#socialmedia
[321] #socialmedia,#iiot
[282] #iiot,#iot
[204] #iot,#tech

Top Word Pairs in Tweet in G3:
[54] #supplychain,#logistics
[52] #airfreight,division
[52] division,enable
[52] enable,meet
[52] meet,growing
[52] growing,demand
[52] demand,urgent
[52] urgent,transport
[52] transport,offer
[52] offer,customers

Top Word Pairs in Tweet in G4:
[60] supply,chain
[18] kelly,barner
[14] #supplychain,#logistics
[10] cc,buyersmeetpoint
[9] digital,supply
[9] great,list
[9] list,taugenthaler
[9] taugenthaler,congrats
[9] congrats,especially
[9] especially,friend

Top Word Pairs in Tweet in G5:
[70] supply,chain
[50] systematic,approach
[50] approach,help
[50] help,supply
[50] chain,planning
[50] planning,leaders
[50] leaders,make
[50] make,right
[50] right,decisions
[50] decisions,digital

Top Word Pairs in Tweet in G6:
[100] cisagov,web
[64] m365,compromise
[62] affected,#solarwinds
[62] #solarwinds,ad
[62] ad,m365
[62] compromise,cisagov
[62] web,help
[62] help,stay
[62] stay,updated
[62] updated,remediation

Top Word Pairs in Tweet in G7:
[105] tente,ma
[105] ma,chance
[105] chance,rentrée
[105] rentrée,2021
[105] 2021,2022
[105] 2022,bac
[105] bac,école
[105] école,transport
[102] transport,recherche
[102] recherche,apprentissage

Top Word Pairs in Tweet in G8:
[36] supply,chain
[10] #sapstore,oms
[10] oms,dataxstream
[10] dataxstream,helps
[10] helps,organizations
[10] organizations,gain
[10] gain,competitive
[10] competitive,advantage
[7] machine,learning
[6] #bigdata,#uk

Top Word Pairs in Tweet in G9:
[67] #iota,#dlts
[67] #dlts,ensuresec
[67] ensuresec,covering
[67] covering,proof
[67] proof,side
[67] side,zero
[67] zero,trust
[67] trust,approach
[67] approach,mitigate
[67] mitigate,#supplychain

Top Word Pairs in Tweet in G10:
[39] game,changer
[38] know,70
[38] 70,#supplychain
[38] #supplychain,professionals
[38] professionals,see
[38] see,#cloud
[38] #cloud,solutions
[38] solutions,game
[38] changer,check
[38] check,#logistics

Top Replied-To
Top Replied-To in Entire Graph:
@grazytgrazynatt
@delanceyoil
@promokitchen
@save_the_duck
@dhlexpressitaly
@fareye
@ecomexpress_ofc
@openlmis
@infinity_wallet
@greensillcap

Top Replied-To in G1:
@delanceyoil
@buyingmro
@teamlogistica
@_ieec_

Top Replied-To in G2:
@grazytgrazynatt
@wef
@wsj
@pawlowskimario
@drhassanrashidi
@chidambara09
@analytics_699
@baski_la

Top Replied-To in G3:
@ecomexpress_ofc
@fareye
@zf_group
@freightpipes
@fedex
@kale_logistics
@panasonic
@dp_world
@edgistify
@qatarairways

Top Replied-To in G4:
@pauljnoble
@wintechin

Top Replied-To in G5:
@ctoadvisor
@j_bisceglie

Top Replied-To in G7:
@nadine__morano
@doodlehalo
@_koeurnoir
@n2ala
@zckv213

Top Replied-To in G8:
@logtecheric
@dhlsupplychain
@grupoluissimoes
@henkeliberica
@dhlexpress
@unologistica
@footlocker

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@edgistify
@cisagov
@uscert_gov
@pawlowskimario
@dailymail
@oujdaetaroudant
@ronald_vanloon
@sebbourguignon
@ynstormz

Top Mentioned in G1:
@fastwriter1
@servispart
@oxfordwriters1
@fretronltd
@_ieec_
@eztrans_net
@etmasterclass
@latribunetlse
@valencest
@datexcorpwms

Top Mentioned in G2:
@chidambara09
@pawlowskimario
@dailymail
@ronald_vanloon
@sebbourguignon
@haroldsinnott
@nicochan33
@fmfrancoise
@jblefevre60
@edaccessible

Top Mentioned in G3:
@edgistify
@cmacgm
@indospaceind
@dp_world
@relianceindltd
@model_met
@cogostech
@logisticsssc
@qualcomm
@freightpipes

Top Mentioned in G4:
@_supplychainnow
@scottwluton
@thinkers360
@supplychaindive
@buyersmeetpoint
@drjdrooghaag
@scmatsap
@gregoryswhite
@taugenthaler

Top Mentioned in G5:
@antgrasso
@mikequindazzi
@tachouhoner
@m
@freightwaves
@walmart
@equalocean
@gartner_i
@j_bisceglie
@kristyawallace

Top Mentioned in G6:
@cisagov
@uscert_gov
@securitymag
@technative
@moniquejmorrow
@scmagazine
@cyberpeaceinst
@guidepointsec
@katzfdavid
@griffinadamv

Top Mentioned in G7:
@oujdaetaroudant
@ynstormz
@zckv213
@moostickcallag1
@cnews
@nadine__morano
@mirainokuro
@yunggieo
@n2ala
@_koeurnoir

Top Mentioned in G8:
@dataxstream
@supplychaind
@chidambara09
@kearney
@richardeudes
@benjaminhgordon
@sappartners4u
@ups
@officialharibo
@apexlogistics_1

Top Mentioned in G9:
@ensuresec
@iota
@ensuresec_eu
@evrythng
@iotatokennews
@kuppingercole

Top Mentioned in G10:
@scmoracle
@itcsupplychain
@supplychaintmrw
@un
@pamelasteeleltd
@logistikjobs
@gatesfoundation
@oraclejdedwards
@oracledispenza
@mrexecutive_07

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@sectest9
@easy_branches
@bella623
@cybersec_feeds
@chidambara09
@robre62
@femtech_
@gambiste1
@evankirstel

Top Tweeters in G1:
@allentien
@presseticker
@martinabutters
@money_personal
@jeremyscrivens
@worldfinance
@s_galimberti
@techvisornl
@mark3ds
@prnews24_com

Top Tweeters in G2:
@sectest9
@easy_branches
@bella623
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@thedeveloperbot
@clarobrasil

Top Tweeters in G3:
@jetcitystar
@rauh_welt_b
@chuckdalldorf
@cnet
@brandonsblog
@hydra_66
@couttetlovera
@famemh
@hyderabadbot
@target

Top Tweeters in G4:
@scm_guru
@gdprai
@sleimanskaf
@kevin_jackson
@drjdrooghaag
@tamaramccleary
@rachelloumiller
@tomraftery
@sulefati7
@news_nocode

Top Tweeters in G5:
@swissbusiness
@walmart
@kuriharan
@jamesvgingerich
@starbucks
@tachouhoner
@drrueckauf
@taizun_tapia
@equityin
@vivekpai01

Top Tweeters in G6:
@rosenchild
@lorettabower3
@adekleine
@youranonriots
@jonesls
@cafbear
@mariano_mf1
@emweeklyrpt
@humanssuck12
@parkerrm39

Top Tweeters in G7:
@cnews
@bambiesybb
@mirainokuro
@ackermannass
@vonshaft_
@zckv213
@rosymondial
@so_mewe
@sixvoar
@fatimata_dkr

Top Tweeters in G8:
@diapermakeovers
@tmobile
@ml_tweet_bot
@dhlpaket
@godaddy
@gdpr25thmay18
@footlocker
@iot_technojeder
@teamofindore
@bigdata_fr

Top Tweeters in G9:
@jacobussystems
@savage1250
@c4chaos
@gregmart
@accretionist
@blzfda
@dclvitorino
@oregu1
@damif1
@iotawins

Top Tweeters in G10:
@humanre41270855
@un
@who
@officesutra
@pahowho
@kalpeshshah28
@cipd
@devbusiness
@gtrauvit
@gatesfoundation


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