#SupplyChain, Twitter, 4/12/2019 3:42:31 PM, 193525


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#SupplyChain_2019-04-12_05-18-55.xlsx
#SupplyChain_2019-04-12_05-18-55.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 12, 2019
Short Description:
#SupplyChain via NodeXL http://bit.ly/2UO3Uk7
@scnradio
@sectest9
@forbes
@ronald_vanloon
@linsayseitz
@santchiweb
@supplychaind
@illuminate_soft
@thechrischua
@adamrobinsoncdm

Top hashtags:
#supplychain
#logistics
#galasupplychain
#blockchain
#iot
#logistique
#ai

Description:
Description
The graph represents a network of 9,368 Twitter users whose recent tweets contained "#SupplyChain", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 12 April 2019 at 12:58 UTC.

The tweets in the network were tweeted over the 9-day, 16-hour, 7-minute period from Tuesday, 02 April 2019 at 20:11 UTC to Friday, 12 April 2019 at 12:18 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 : 9368
Unique Edges : 12061
Edges With Duplicates : 11981
Total Edges : 24042
Self-Loops : 8377
Reciprocated Vertex Pair Ratio : 0.0481367821131083
Reciprocated Edge Ratio : 0.0918520997155764
Connected Components : 2335
Single-Vertex Connected Components : 1514
Maximum Vertices in a Connected Component : 4769
Maximum Edges in a Connected Component : 14571
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.032285
Graph Density : 0.0001362278332905
Modularity : 0.496005
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[42] https://lnkd.in/fChzSDf
[33] https://www.talentinlogistics.co.uk/events/awards/shortlist/
[29] https://undeveloped.com/buy-domain/cargoiot.com?redirected=true&tld=com
[27] https://www.linkedin.com/pulse/digital-transformation-pyramid-business-driven-approach-turchi/
[24] https://www.forbes.com/sites/annaschaverien/2019/01/23/robot-autonomous-delivery-starship-technologies/
[24] https://info.anaplan.com/Event-Spotlight-on-Supply-Chain-NL.html
[23] https://www.freep.com/story/money/cars/mark-phelan/2019/02/10/quadrobot-detroit-china-robot-mail-delivery-trucks/2803060002
[22] https://supplychainacademy.org.uk/be-first/
[21] http://ow.ly/oOMr30lbZBu
[21] http://www.nxtbook.com/nxtbooks/knighthouse/scw_vol7issue1/index.php?startid=56

Top URLs in Tweet in G1:
[24] https://info.anaplan.com/Event-Spotlight-on-Supply-Chain-NL.html
[11] http://www.ultrashiptms.com/2019/03/22/ready-or-not-blockchain-is-coming-to-supply-chains/
[11] http://drtombooks.com/
[10] https://www.linkedin.com/pulse/5-proven-ways-improve-your-supply-chain-fast-tony-richter/?ref=quuu&utm_source=quuu
[9] http://www.ultrashiptms.com/2019/04/02/managing-change-adopting-tms-supply-chain-tech-projects/
[8] http://www.m1pr.com/
[7] https://threatpost.com/half-all-attacks-supply-chain/143391/
[7] https://www.chemanager-online.com/en/news-opinions/headlines/uk-court-cans-ineos-anti-protest-injunction
[7] https://chat.whatsapp.com/invite/LZOOq3pChug2dbd5v6yQDG
[6] https://www.mesalliance.org/conferences/cdsa-nab-2019?page=program

Top URLs in Tweet in G2:
[16] http://buyersmeetingpoint.com/events-calendar/weekly-event-recommendations/entry/recommended-procurement-webinars-april-8-12-ism2019-digital-s2p-and-world-class-supply-chain-management
[7] https://twitter.com/prologistix/status/1113856310154539008
[7] https://blog.gopenske.com/logistics/seeking-supply-chain-practitioners-to-take-part-in-2020-third-party-logistics-study/
[6] https://www.forbes.com/sites/bernardmarr/2019/04/05/the-fascinating-ways-pepsico-uses-artificial-intelligence-and-machine-learning-to-deliver-success/#6862d107311e
[6] https://www.printfair.in/mod_login/mod_vlogin.php
[6] https://www.modernrestaurantmanagement.com/how-data-driven-is-your-supply-chain
[5] https://cmun.it/wrwdxw2
[5] https://twitter.com/BuyersMeetPoint/status/1114884591326773249
[5] https://twitter.com/SCNRadio/status/1114605160901296129
[5] http://legalblacksmith.com/

Top URLs in Tweet in G3:
[27] https://www.linkedin.com/pulse/digital-transformation-pyramid-business-driven-approach-turchi/
[20] http://ow.ly/oOMr30lbZBu
[14] https://www.i-scoop.eu/digital-transformation/transportation-logistics-supply-chain-management/
[10] https://www.aircargonews.net/freight-forwarder/blockchain-has-exciting-potential-says-dhl
[10] https://www.datasciencecentral.com/profiles/blogs/the-role-of-artificial-intelligence-in-manufacturing-15-high
[7] https://acuvate.com/blog/infographic-key-questions-ai-powered-business-intelligence-can-answer-fmcg-executives/
[7] https://www.ibm.com/blogs/blockchain/2018/01/digitizing-global-trade-maersk-ibm/?utm_content=bufferf7c09&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.iscea-emea.com/sctechshow2019
[7] https://events.sap.com/aribalive-2019-austin/en/speakers
[5] http://www.supplychaintoday.com/

Top URLs in Tweet in G4:
[9] https://www.youtube.com/watch?v=KUvdVNA5l2Q

[8] https://www.youtube.com/watch?v=TAh9tV10I8c

[5] http://www.galas-agorafonctions.com/gala-supply-chain
[5] https://www.youtube.com/watch?v=mfMHqbU9X7U&t=27s

[5] https://www.elogistique-dinner.fr/inscription
[4] http://sp-forma.com/nouvelle-recommandation-r489/
[3] https://www.tasterh.fr/actualite/68
[3] https://www.journaldunet.com/solutions/dsi/1422881-comment-l-ia-se-met-au-service-de-l-experience-utilisateur/
[3] https://www.usine-digitale.fr/article/facebook-muscle-son-equipe-travaillant-sur-la-technologie-de-la-blockchain.N802740
[3] https://channels.theinnovationenterprise.com/articles/honeywell-launches-fully-automated-robotic-unloader

Top URLs in Tweet in G5:
[4] http://www.sofrigam.com/secure-manage-logistical-risks-pharmaceutical-cold-chain-logipha
[4] https://elemica.com/disruptive-supply-chain-innovations/
[4] https://www.sido-event.com/inscriptions/src/code/TWSIDO19.html
[4] https://yourstory.com/2019/04/flipkart-supply-chain-iot-robotics-automation
[3] https://elemica.com/event/ccsmg-2019-spring-conference/
[3] http://www.tocevents-asia.com/
[3] http://geod.is
[2] https://www.logupdateafrica.com/dhl-express-to-expand-operations-in-ezdubai-logistics
[2] https://splash247.com/cma-cgm-integrates-macandrews-into-containerships/
[2] https://www.mhlnews.com/technology-automation/blockchain-better-supply-chain

Top URLs in Tweet in G6:
[41] https://lnkd.in/fChzSDf
[8] https://medium.com/@anthonymobile/smart-cities-what-do-we-need-to-know-to-plan-and-design-them-better-b6d05e736ea1
[7] https://readwrite.com/2019/03/20/overcoming-the-last-mile-commute-challenge-with-the-iot/
[7] https://nam06.safelinks.protection.outlook.com/?url=https%3A%2F%2Fyoutu.be%2FUYRBGOz_tkM&data=02%7C01%7CColin.Masson%40microsoft.com%7C8ca6d8a426404da94b9708d6b8866eca%7C72f988bf86f141af91ab2d7cd011db47%7C1%7C0%7C636899284861616345&sdata=fIWf1jqc66j6o8MxNSSb7NlozrvrCu4B31QH2VV2pIA%3D&reserved=0
[7] https://jda.com/knowledge-center/collateral/hibbett-sports-real-results?utm_source=bambu&utm_medium=social&utm_campaign=advocacy
[6] https://readwrite.com/2018/10/03/incorporating-smart-technology-in-design-can-add-more-value-to-cities/
[6] https://medium.com/andreas-tries-blockchain/iota-cannot-be-used-for-iot-loss-of-funds-may-occur-e45b1ed9dd6b
[4] https://readwrite.com/2019/01/16/we-get-smarter-with-the-internet-of-things-iot-and-so-do-cities/
[4] https://medium.com/smartcityworld/10-ways-blockchain-is-revolutionizing-smart-cities-595046ba05b1
[4] https://zoom.us/webinar/register/53010285e2cbb3e5dc2040ba88984b7b

Top URLs in Tweet in G7:
[7] https://www.linkedin.com/pulse/negotiate-right-data-rod-sherkin-1f/
[5] https://www.wercconference.org/?utm_medium=social&utm_source=twitter&utm_campaign=werc2019&utm_content=educationsessions
[3] https://www.manufacturingglobal.com/company/how-motorcycle-giant-ktm-group-making-its-mark-asian-market#
[3] https://www.supplychaindigital.com/company/emmerson-packaging-delivers-innovative-sustainable-products-through-supply-chain#
[3] https://www.wercconference.org/?utm_source=twitter&utm_medium=social&utm_term=&utm_content=&utm_campaign=werc2019
[2] https://blog.som.cranfield.ac.uk/execdev/enabling-frictionless-supply-chains?utm_campaign=ED%20-%20Supply%20Chain%20Management%20Programme&utm_content=87653163&utm_medium=social&utm_source=twitter&hss_channel=tw-35074809
[2] https://www.supplychaindigital.com/company/creation-technologies-collaboration-across-digital-supply-chain#
[2] https://www.supplychaindigital.com/company/how-fannie-mae-initiated-procurement-transformation-customer-focus
[2] https://www.csomagazine.com/company/ab-inbev-investing-sustainable-future#
[2] https://europe.businesschief.com/company/429/brochure/12457835/68082272

Top URLs in Tweet in G8:
[14] https://www.bannerengineering.com/us/en/company/tradeshows/promat.html
[5] https://www.promatshow.com/
[3] https://www.mhi.org/publications/report
[3] https://www.toyotaequipment.com/top-03312019/
[3] https://www.promatshow.com
[2] https://cro.robobusiness.com/agenda
[2] https://www.toyotaequipment.com/top-03242019/
[2] https://twitter.com/AIM_Inc_/status/1114164712730759168
[2] https://videos.mhi.org/day-2-at-promat-2019-networking-with-peers-from-across-the-industry
[1] https://www.linkedin.com/company-beta/104700/

Top URLs in Tweet in G9:
[3] https://www.eublockchainforum.eu/news/here-there-and-everywhere-blockchain-supply-chain
[3] http://www.multimac.it/news_scheda_ita.php/idnews=6961/frm_pagina=1
[3] https://traxpay.com/generation-data-banks-fintechs-delivering-technology-promise/
[3] https://traxpay.com/platform-features/
[2] https://traxpay.com/traxpay-conditional-payments/
[2] https://traxpay.com/traxpay-augmented-payments/
[2] https://www.traxpay.com/look-inside-traxpay-dashboard/
[1] https://blog.4ward.it/come-i-big-data-e-il-machine-learning-stanno-cambiando-la-supply-chain?utm_content=89048721&utm_medium=social&utm_source=twitter&hss_channel=tw-86595591
[1] https://www.eublockchainforum.eu/sites/default/files/research-paper/convergence_of_blockchain_ai_and_iot_academic_2.pdf?width=1024&height=800&iframe=true
[1] https://lnkd.in/gvRMVpp

Top URLs in Tweet in G10:
[5] https://insidebigdata.com/2019/04/01/artificial-intelligence-and-the-fresh-food-supply-chain/
[5] http://www.datasciencecentral.com/profiles/blogs/predicting-the-future
[4] https://twitter.com/RichardEudes/status/1114467795213979651
[3] http://grn.bz/pA6
[3] https://twitter.com/mlamons1/status/1116097291264438272
[3] https://www.i-scoop.eu/digital-transformation/transportation-logistics-supply-chain-management/
[3] https://gcn.com/articles/2019/03/13/predictive-analytics-supply-chain-security.aspx
[3] https://searcherp.techtarget.com/ehandbook/Mating-season-for-SaaS-financials-and-business-processes
[3] https://www.ajot.com/news/ajot-going-bananas#.XKTEWnAT3R0.twitter
[3] https://www.transplace.com/2019/04/02/transplace-partners-with-riskpulse-to-enhance-supply-chain-predictability/

Top Domains
Top Domains in Tweet in Entire Graph:
[1100] careerarc.com
[393] twitter.com
[341] lnkd.in
[283] co.uk
[219] dy.si
[151] forbes.com
[132] youtube.com
[99] linkedin.com
[86] supplychaindive.com
[74] undeveloped.com

Top Domains in Tweet in G1:
[917] careerarc.com
[135] lnkd.in
[88] twitter.com
[39] dy.si
[29] linkedin.com
[27] co.uk
[26] forbes.com
[25] drtombooks.com
[24] anaplan.com
[20] ultrashiptms.com

Top Domains in Tweet in G2:
[77] dy.si
[60] twitter.com
[51] kodiakrating.com
[49] fronetics.com
[38] lnkd.in
[34] supplychaindive.com
[30] forbes.com
[22] pardot.com
[22] inboundlogistics.com
[20] buyersmeetingpoint.com

Top Domains in Tweet in G3:
[32] linkedin.com
[27] dy.si
[25] sap.com
[20] ow.ly
[19] lnkd.in
[16] supplychaintoday.com
[14] twitter.com
[14] i-scoop.eu
[11] forbes.com
[11] datasciencecentral.com

Top Domains in Tweet in G4:
[23] youtube.com
[16] twitter.com
[10] upply.com
[7] voxlog.fr
[7] supplychain-village.com
[6] journaldunet.com
[6] sp-forma.com
[5] ownest.io
[5] lesechos.fr
[5] strategieslogistique.com

Top Domains in Tweet in G5:
[16] itln.in
[15] logupdateafrica.com
[12] stattimes.com
[8] controlant.com
[8] elemica.com
[5] co.uk
[4] aircargonews.net
[4] forbes.com
[4] sofrigam.com
[4] sido-event.com

Top Domains in Tweet in G6:
[46] lnkd.in
[30] readwrite.com
[30] jda.com
[24] medium.com
[23] dy.si
[9] youtube.com
[8] holisollogistics.com
[7] tradeshift.com
[7] outlook.com
[6] ruggedmobilityforbusiness.com

Top Domains in Tweet in G7:
[26] supplychaindigital.com
[14] supplypro.ca
[11] wercconference.org
[8] businesschief.com
[7] linkedin.com
[5] twitter.com
[4] ac.uk
[4] spendmatters.com
[4] mirrorreview.com
[3] logisticsmanager.com

Top Domains in Tweet in G8:
[15] bannerengineering.com
[11] promatshow.com
[9] highjump.com
[6] mhi.org
[6] twitter.com
[5] cssyes.com
[5] toyotaequipment.com
[3] wsj.com
[2] robobusiness.com
[2] fidelitone.com

Top Domains in Tweet in G9:
[12] traxpay.com
[4] eublockchainforum.eu
[3] multimac.it
[3] twitter.com
[2] lnkd.in
[2] ibm.com
[1] 4ward.it
[1] mark-up.it
[1] tweetedtimes.com
[1] ilsole24ore.com

Top Domains in Tweet in G10:
[17] barrettdistribution.com
[13] twitter.com
[10] shareaholic.com
[9] cybra.com
[7] supplychainbeyond.com
[5] insidebigdata.com
[5] datasciencecentral.com
[5] versaccounts.com
[5] techtarget.com
[5] dicentral.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13511] supplychain
[1854] logistics
[1022] galasupplychain
[1015] blockchain
[641] iot
[550] logistique
[546] ai
[508] procurement
[418] manufacturing
[405] agorafonctions



Top Hashtags in Tweet in G1:
[5029] supplychain
[411] logistics
[149] blockchain
[96] business
[76] shipping
[69] procurement
[65] transportation
[64] freight
[61] manufacturing
[58] technology

Top Hashtags in Tweet in G2:
[1312] supplychain
[188] logistics
[125] procurement
[65] scm
[60] teaminfor
[52] digitaltransformation
[50] ai
[48] tech
[47] technology
[47] shipping

Top Hashtags in Tweet in G3:
[495] supplychain
[204] hm19
[130] ai
[86] blockchain
[78] logistics
[69] digitaltransformation
[64] iot
[47] manufacturing
[42] bigdata
[41] machinelearning

Top Hashtags in Tweet in G4:
[1021] galasupplychain
[521] supplychain
[419] logistique
[405] agorafonctions
[160] galasc2019
[122] économielocale
[112] partenairegold
[71] jcmachet
[44] startup
[37] globaltransport

Top Hashtags in Tweet in G5:
[223] supplychain
[105] logistics
[35] transportation
[27] freight
[22] iot
[21] aviation
[21] news
[19] shipping
[17] cargo
[17] ecommerce

Top Hashtags in Tweet in G6:
[285] supplychain
[104] iot
[82] fintech
[73] iiot
[62] smartcities
[55] industry40
[50] machinelearning
[46] transportation
[46] insurance
[42] software

Top Hashtags in Tweet in G7:
[196] supplychain
[56] procurement
[35] ism2019
[35] logistics
[21] risk
[18] management
[18] compliance
[16] warehousing
[16] iot
[13] quality

Top Hashtags in Tweet in G8:
[203] supplychain
[97] promatshow
[37] materialhandling
[31] logistics
[24] promat2019
[21] warehousing
[17] ai
[16] promat
[13] robotics
[12] manufacturing

Top Hashtags in Tweet in G9:
[174] supplychain
[103] blockchain
[26] blockchainbizrev360
[24] logistique
[23] techvision2019
[18] emploi
[17] ai
[17] forum
[16] retail
[10] tradefinance

Top Hashtags in Tweet in G10:
[172] supplychain
[76] logistics
[40] ai
[24] bigdata
[21] blockchain
[20] tech
[19] barrettdc
[19] barrettdistribution
[16] analytics
[16] digitaltransformation

Top Words
Top Words in Tweet in Entire Graph:
[13207] Words in Sentiment List#1: Positive
[3405] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[378928] Non-categorized Words
[395540] Total Words
[13501] #supplychain
[2732] job
[2679] supply
[2371] chain
[2051] link

Top Words in Tweet in G1:
[5028] #supplychain
[2341] job
[1741] link
[1733] bio
[1362] click
[1157] apply
[928] hiring
[883] see
[851] latest
[689] more

Top Words in Tweet in G2:
[1312] #supplychain
[281] supply
[249] chain
[188] #logistics
[132] more
[125] #procurement
[105] industry
[100] scnradio
[97] s
[96] management

Top Words in Tweet in G3:
[492] #supplychain
[414] ronald_vanloon
[388] supply
[372] chain
[240] digital
[230] sap
[205] transformation
[204] #hm19
[195] hala_zeine
[191] partnership

Top Words in Tweet in G4:
[1021] #galasupplychain
[786] live
[745] fmlogistic_fr
[521] #supplychain
[419] #logistique
[405] #agorafonctions
[351] et
[328] pour
[298] à
[271] des

Top Words in Tweet in G5:
[224] #supplychain
[105] #logistics
[35] #transportation
[29] new
[28] industry
[27] #freight
[24] supply
[22] chain
[22] logipharma
[22] #iot

Top Words in Tweet in G6:
[285] #supplychain
[104] #iot
[82] #fintech
[73] #iiot
[62] #smartcities
[55] #industry40
[54] look
[54] danielbastos
[53] contact
[50] #machinelearning

Top Words in Tweet in G7:
[196] #supplychain
[56] #procurement
[51] supply
[46] chain
[35] #ism2019
[35] #logistics
[29] more
[29] out
[26] s
[25] supplychaind

Top Words in Tweet in G8:
[202] #supplychain
[97] #promatshow
[74] poweredbymhi
[68] booth
[41] solutions
[39] 2019
[37] #materialhandling
[35] promat
[31] #logistics
[29] s

Top Words in Tweet in G9:
[174] #supplychain
[127] e
[103] #blockchain
[103] di
[67] per
[63] della
[37] il
[35] grazie
[33] è
[30] et

Top Words in Tweet in G10:
[172] #supplychain
[76] #logistics
[45] supply
[40] #ai
[35] chain
[24] #bigdata
[21] #blockchain
[20] #tech
[20] here
[19] #barrettdc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2291] supply,chain
[1939] link,bio
[1215] click,link
[836] #supplychain,job
[778] #galasupplychain,live
[736] fmlogistic_fr,#galasupplychain
[705] check,out
[595] #logistics,#supplychain
[567] bio,apply
[553] see,latest

Top Word Pairs in Tweet in G1:
[1731] link,bio
[1081] click,link
[735] #supplychain,job
[559] supply,chain
[514] bio,apply
[484] check,out
[470] see,latest
[369] bio,see
[333] latest,#supplychain
[315] great,fit

Top Word Pairs in Tweet in G2:
[244] supply,chain
[61] #supplychain,#logistics
[55] #logistics,#supplychain
[45] learn,more
[39] #supplychain,management
[36] steve_scm,forbes
[36] forbes,infor
[36] infor,havertys
[36] infor_nexus,#supplychain
[35] havertys,infor_nexus

Top Word Pairs in Tweet in G3:
[357] supply,chain
[201] digital,transformation
[193] transformation,supply
[192] hala_zeine,ronald_vanloon
[191] chain,hala_zeine
[191] ronald_vanloon,partnership
[191] partnership,sap
[191] sap,#hm19
[190] ronald_vanloon,digital
[190] #hm19,#digitalsup

Top Word Pairs in Tweet in G4:
[778] #galasupplychain,live
[736] fmlogistic_fr,#galasupplychain
[288] #agorafonctions,#logistique
[233] #logistique,#supplychain
[121] #supplychain,#économielocale
[110] #galasc2019,#partenairegold
[104] #économielocale,#galasc2019
[96] table,ronde
[54] live,table
[54] ronde,#jcmachet

Top Word Pairs in Tweet in G5:
[35] #logistics,#supplychain
[25] #supplychain,#logistics
[20] #news,#logistics
[19] #logistics,#transportation
[18] supply,chain
[12] #supplychain,#warehouse
[12] #warehouse,#news
[12] #transportation,#statmediagroup
[11] real,time
[10] #aviation,#supplychain

Top Word Pairs in Tweet in G6:
[48] #iiot,#iot
[47] #iot,#smartcities
[45] #smartcities,#industry40
[44] #industry40,#transportation
[44] #transportation,#supplychain
[44] #supplychain,#insurance
[44] #insurance,#fintech
[42] https,t
[42] t,co
[41] topbrass,inform

Top Word Pairs in Tweet in G7:
[42] supply,chain
[15] find,out
[15] #risk,#compliance
[14] speak,exclusively
[14] #procurement,#supplychain
[12] learn,more
[11] #supplychain,#warehousing
[11] #warehousing,#logistics
[11] chain,digital
[9] officer,uwe

Top Word Pairs in Tweet in G8:
[26] #materialhandling,#supplychain
[24] top,ten
[20] 1,000
[20] 000,exhibitors
[20] promat,2019
[18] #supplychain,solutions
[17] poweredbymhi,#promatshow
[17] ten,tuesday
[17] april,8
[16] supply,chain

Top Word Pairs in Tweet in G9:
[30] della,#supplychain
[24] e,#blockchain
[24] #blockchain,di
[23] #techvision2019,#blockchain
[21] franzrusso,#techvision2019
[19] et,#supplychain
[17] #blockchain,è
[17] #forum,#emploi
[16] evita,interruzioni
[16] interruzioni,e

Top Word Pairs in Tweet in G10:
[35] #supplychain,#logistics
[33] supply,chain
[19] #barrettdc,#barrettdistribution
[19] #barrettdistribution,#supplychain
[18] #logistics,#supplychain
[10] #bigdata,#supplychain
[10] real,time
[10] b2b,network
[8] chain,management
[7] #analytics,#datascience

Top Replied-To
Top Replied-To in Entire Graph:
@steve_scm
@edeliverybcn
@scmoracle
@aithority
@realdonaldtrump
@kpmg
@logipharma
@nextlevelinfo
@havertys
@freightwaves

Top Replied-To in G1:
@bandmlimited
@energyavenir
@bfcassociates
@jhernandosl

Top Replied-To in G2:
@steve_scm
@havertys
@nextlevelinfo
@business
@earthaccounting
@ilmagazine
@target
@infor
@flexport
@gaports

Top Replied-To in G3:
@hansthalbauer
@ibm
@stephanenappo
@pwcadvisory
@sudyb
@supplychainblog
@sap

Top Replied-To in G4:
@xavierbertrand
@honeywell
@fm_lambert
@orange
@spring_gds_fr
@dhlsupplychain
@laucourtois
@eolreal

Top Replied-To in G5:
@gened5
@iccwbo
@softeon
@logipharma

Top Replied-To in G6:
@baldingsworld
@m_adick
@smmckim
@cranfielduni

Top Replied-To in G7:
@kathykwcheng
@auditcomply
@avettanews
@moglix
@cblwashingtondc
@wpg_kd
@lorigbenson

Top Replied-To in G8:
@insidelogistics
@reedjoel
@poweredbymhi
@datalogicgroup
@highjump

Top Replied-To in G9:
@mbellini3
@anitaassocia
@logisticamente
@ferpress
@feliciomanzo
@huffpostitalia

Top Replied-To in G10:
@aithority
@richardeudes
@nucleusresearch
@vickihird
@greenbiz

Top Mentioned
Top Mentioned in Entire Graph:
@fmlogistic_fr
@ronald_vanloon
@sap
@hala_zeine
@antgrasso
@xavierbertrand
@forbes
@fm_lambert
@scnradio
@akwyz

Top Mentioned in G1:
@itsfreshinc
@yellowrelay
@madink401
@vrcvaluation
@vu360solutions
@cannabizopps
@halecroftrec
@sccala
@warehousingshow

Top Mentioned in G2:
@scnradio
@infor
@forbes
@havertys
@chemonics
@cscmp
@infor_nexus
@supplychaindive
@ascm_org
@scottwluton

Top Mentioned in G3:
@ronald_vanloon
@sap
@hala_zeine
@antgrasso
@mikequindazzi
@illuminate_soft
@mvollmer1
@pikappa84
@hyken
@sapariba

Top Mentioned in G4:
@fmlogistic_fr
@xavierbertrand
@fm_lambert
@yabuisson
@fmlogistic
@martial_you
@agoranewsscv
@dsv_fr
@agorafonctions
@hautsdefrance

Top Mentioned in G5:
@logipharma
@cevalogistics
@e2open
@dhlglobal
@automateshow
@airbus
@air_cargo_news
@cmacgm
@geodis_group
@panalpinagroup

Top Mentioned in G6:
@danielbastos
@ask_akulmach
@jdasoftware
@deloitteinsight
@panasonic
@holisollogistic
@pwc
@wil_bielert
@o_a_sys
@portforward_eu

Top Mentioned in G7:
@supplychaind
@ism
@supplypromag
@db_bahn
@spendmatters
@ktm_racing
@propurchaser_
@thinkers360
@logisticsmanagr
@manufacturinggl

Top Mentioned in G8:
@poweredbymhi
@homedeliveryusa
@tecsys_inc
@aim_inc_
@wprp_palletrack
@gogreyorange
@toyotaequipment
@insidelogistics
@leanne_kemp
@fairwaysealsltd

Top Mentioned in G9:
@economyup
@blockchain4inno
@ibmitalia
@accentureitalia
@franzrusso
@terresdenvol
@netservice
@mbellini3
@digital360group
@italianairforce

Top Mentioned in G10:
@transplace
@richardeudes
@_riskpulse
@greenbiz
@vladobotsvadze
@talkinlogistics
@kodiakrating
@versaccounts
@uksustain
@cybracorp

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@tesco
@cowboyscifibot
@sectest9
@robre62
@nosqldigest
@hassan_k82
@bitcoinagile
@independent
@evankirstel

Top Tweeters in G1:
@bitcoinagile
@drtomdepaoli
@roccodallas
@infopronetwork
@manojpallai
@useddesigneruk
@ebargainstoday
@pdjmoo
@wesrch
@legacyinsgrp1

Top Tweeters in G2:
@c_coolidge
@webinara
@reuters
@wsj
@ap
@forbes
@natlawreview
@garyvee
@engadget
@wendys

Top Tweeters in G3:
@sectest9
@evankirstel
@tim_fargo
@brucevh
@iphasetechs
@gvalan
@grattonboy
@thomaspower
@vivmilano
@grattongirl

Top Tweeters in G4:
@lesechos
@waze
@cdiscount
@startupbulletin
@murieldiruocco
@latribune
@infos_hdf
@salesforce
@_nicolascantu
@cioc_colatini

Top Tweeters in G5:
@royalmail
@ottlegalrebels
@yamatho2
@planespotiscool
@virginatlantic
@qantas
@leimer
@hgvdriversdiary
@johntarnoff
@libelula_group

Top Tweeters in G6:
@nosqldigest
@kotaknaren
@fintechna
@aaroncuddeback
@recruiterhoutx
@compellingsites
@machinelearn_d
@wil_bielert
@daviddoughty
@yourlocalchurch

Top Tweeters in G7:
@db_bahn
@cnn
@smh
@npr
@lufthansa
@coopuk
@hellofresh
@russ_walker
@cirque
@stevewilsonlive

Top Tweeters in G8:
@toyotaequipment
@gizmodo
@garyhulme1812
@greatindoor
@fastenernews
@wiomax_pa
@skeighley
@sanjaynath
@pgrocer
@stenaranjo

Top Tweeters in G9:
@robre62
@businessinsider
@italiastartup_
@franzrusso
@applenews_it
@giuliog
@vcloud_storage
@sole24ore
@huffpostitalia
@francoleuzzi

Top Tweeters in G10:
@chidambara09
@calcaware
@ewestaway
@srzjwalters
@thecyberwire
@zuzudotai
@emrnbichu
@vladobotsvadze
@dahowlett
@datafloq


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