supplychain, Twitter, 9/5/2020 10:23:14 PM, 234450


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supplychain_2020-09-05_13-06-29.xlsx
supplychain_2020-09-05_13-06-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 05, 2020
Short Description:
supplychain via NodeXL https://bit.ly/3lTefFT
@ottlegalrebels
@chidambara09
@scottwluton
@forbes
@anvith64518557
@pawlowskimario
@antgrasso
@dbschenkerusa
@mvollmer1
@talkinlogistics

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

Description:
Description
The graph represents a network of 5,230 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, 05 September 2020 at 20:19 UTC.

The requested start date was Saturday, 05 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 8-hour, 44-minute period from Monday, 31 August 2020 at 15:16 UTC to Saturday, 05 September 2020 at 00:00 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 : 5230
Unique Edges : 3712
Edges With Duplicates : 9149
Total Edges : 12861
Number of Edge Types : 5
Tweet : 3745
Retweet : 3003
MentionsInRetweet : 3961
Mentions : 2080
Replies to : 72
Self-Loops : 3822
Reciprocated Vertex Pair Ratio : 0.0385422629269223
Reciprocated Edge Ratio : 0.0742237736542348
Connected Components : 1411
Single-Vertex Connected Components : 932
Maximum Vertices in a Connected Component : 2377
Maximum Edges in a Connected Component : 6821
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.699992
Graph Density : 0.000199029752808923
Modularity : 0.438339
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,230 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, 05 September 2020 at 20:19 UTC.

The requested start date was Saturday, 05 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 8-hour, 44-minute period from Monday, 31 August 2020 at 15:16 UTC to Saturday, 05 September 2020 at 00:00 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:
[41] https://jucktion.com/
[22] http://www.intelligentworld.institute/LandingPageUTM?eid=99cf3759637cff70e688e8f1ed223c73a5848280cb369502607014d5fc148911c45b96af8ff969e92de87356c3fc77e93785e756816ca5d79c88f0354c1f53ad
[21] https://www.taiwannews.com.tw/en/news/3999470
[20] https://www.multifreight.com/
[17] https://www.qad.com/blog/2020/09/why-cybersecurity-matters-in-the-food-and-beverage-supply-chain
[14] https://anytimecouriers.co.uk/
[13] https://www.gartner.com/smarterwithgartner/diversifying-global-supply-chains-for-resilience/
[13] https://autome.me/futuristic-logistics-and-supply-chain-management/
[12] https://www.cioreview.com/news/the-contributions-of-iot-in-the-remote-work-revolution-nid-31704-cid-251.html
[9] https://sloanreview.mit.edu/article/data-not-digitalization-transforms-the-post-pandemic-supply-chain/

Top URLs in Tweet in G1:
[5] https://www.pintoemployment.com/jobs/#!/search?page=1
[5] https://www.modais.com.br/
[4] https://etaglobal.com/
[4] https://rvs-solutions.com
[3] https://www.rateitgreen.com/green-building-articles/coronavirus-and-the-construction-business-possible-impacts/138
[3] https://buff.ly/34Ro8ho
[3] https://werc.org/events/EventDetails.aspx?id=1414118&group=
[3] https://e.gv6.co/t-5fjB
[3] https://www.cio.com/article/3573574/analytics-your-supply-chains-competitive-edge.html
[3] http://ow.ly/M6bD30r3GTV?hsamp_network=twitter&hsamp=bviiOL3SaO39q

Top URLs in Tweet in G2:
[4] https://blog.riverlogic.com/the-autonomous-supply-chain-possible-or-impossible?utm_content=101631726&utm_medium=social&utm_source=twitter&hss_channel=tw-41187353
[3] https://bit.ly/32LRMC7
[3] https://logisticsviewpoints.com/2020/09/01/agility-resiliency-sustainability/
[3] https://www.ecoclipper.org/contact
[3] https://lescentral.com
[3] https://myemail.constantcontact.com/subject.html?soid=1102397006841&aid=FFkX9KN7Yjk
[3] https://manufacturing-event.com/
[2] https://agrohaven.com/
[2] https://www.gocrisp.com/blog/bolster-your-cpg-supply-chain?ref=quuu
[2] https://www.reuters.com/article/us-taiwan-usa-trade/us-taiwan-seek-like-minded-democracies-in-supply-chain-shift-from-china-idUSKBN25V1DC?feedType=mktg&feedName=businessNews&WT.mc_id=Partner-Google

Top URLs in Tweet in G3:
[9] https://autome.me/futuristic-logistics-and-supply-chain-management/
[5] https://bit.ly/3lJRO5Z
[4] https://www.supplychaintoday.com/need-continuous-improvement-training-try-resources/
[4] https://www.supplychaintoday.com/supply-chain-robotics-automation/
[4] https://www.supplychaintoday.com/toyota-production-system/
[4] https://buff.ly/3hxDtaw
[4] http://www.supplychaintoday.com/exclusive-interview-apple-ceo-tim-cook/?platform=hootsuite
[3] http://www.supplychaintoday.com/story-steve-jobs-tim-cook-didnt-know/?platform=hootsuite
[3] https://www.supplychaintoday.com/deming-juran-crosby-quality-philosophies/
[3] https://operencianmimshyd.wordpress.com/2018/11/16/artificial-intelligence-in-logistics/

Top URLs in Tweet in G4:
[39] https://jucktion.com/
[12] https://www.cioreview.com/news/the-contributions-of-iot-in-the-remote-work-revolution-nid-31704-cid-251.html
[10] https://www.gartner.com/smarterwithgartner/diversifying-global-supply-chains-for-resilience/
[8] http://gs1us-futureproofhack.bemyapp.com/
[7] https://bit.ly/2YGkOBI
[7] https://www.darkreading.com/iot/what-organizations-need-to-know-about-iot-supply-chain-risk/a/d-id/1338348
[6] https://www.forbes.com/sites/yasamankazemi/2019/01/29/ai-big-data-advanced-analytics-in-the-supply-chain/#ec046c244ff9
[4] https://autome.me/futuristic-logistics-and-supply-chain-management/
[3] https://gtnr.it/2EXQls4
[3] https://epsnews.com/2020/07/29/how-will-iot-change-the-supply-chain-in-2020/

Top URLs in Tweet in G6:
[4] https://www.gopenske.com/blog/logistics/penske-logistics-transportation-management-and-warehousing-services-honored-by-logistics-management-magazine
[4] https://www.gopenske.com/blog/logistics/warehouse-demand-spikes-amid-growing-e-commerce-and-increased-safety-stock
[3] https://splash247.com/hydrogen-leading-the-way-in-new-global-zero-emission-study/
[3] https://landline.media/land-line-now/
[3] https://buff.ly/2EvT5Nn
[3] https://www.gopenske.com/blog/lease/penske-joins-fight-against-human-trafficking-by-supporting-truckers-against-trafficking
[3] https://aircargoworld.com/news/stakeholders/carriers/iata-north-american-carriers-see-improvement-in-july-traffic/
[3] https://www.paigelogistics.com/about-us-north-american-trucking-company/
[2] https://www.inboundlogistics.com/cms/article/we-scream-for-ice-cream/
[2] https://aircargoworld.com/news/stakeholders/carriers/greener-on-the-other-side-airfreight-holds-to-sustainability-goals-through-pandemic/

Top URLs in Tweet in G7:
[3] https://buff.ly/2F1HO7d
[3] https://buff.ly/2YTpfcO
[3] https://buff.ly/34OrBNP
[2] https://www.aplitrak.com/?adid=d2FycmVucy45MTkxNS50d2lAY2FzdHVrLmFwbGl0cmFrLmNvbQ
[2] https://transform.revealvalue.com/l/705153/2020-08-21/mmwn1
[2] https://bit.ly/2XyAZk2
[2] https://www.toolsgroup.com/customer-stories/thule/
[2] https://retailanalysis.igd.com/news/news-article/t/ms-and-ocado-partnership-launches/i/26606
[2] https://www.retailgazette.co.uk/blog/2020/09/several-tesco-warehouse-workers-in-scotland-infected-with-covid-19/
[2] https://buff.ly/2QVwblj

Top URLs in Tweet in G8:
[2] https://asunow.asu.edu/20200902-hear-ceo-worlds-leading-supply-chain-platform-your-laptop?utm_medium=ASU
[2] Website&utm_source=None
[2] https://www.scmr.com/article/planning_for_the_supply_chain_of_the_future
[2] https://www.scmr.com/article/research_shows_supply_chain_transparency_does_more_than_manage_risk
[2] https://blog.blueyonder.com/blue-yonder-cloudcon-2020-migrate-and-transform-your-business-now-with-saas/?utm_source=social&utm_medium=bambu&utm_campaign=blueyonder
[2] http://www.scmr.com/article/planning_for_the_supply_chain_of_the_future
[2] https://bit.ly/3brCgiD
[2] https://www.jhconline.com/healthcare-group-purchasing-organizations.html
[2] https://bit.ly/T21DHLTF2020
[2] https://www.globaltrademag.com/?p=98122

Top URLs in Tweet in G9:
[3] https://www.youtube.com/watch?v=jAzGcbw8C2s&feature=youtu.be

[3] https://www.cips.org/supply-management/news/2020/august/time-to-clear-up-reports-of-supply-chain-abuses/
[2] https://twitter.com/hopinafrica/status/1300566751277649920
[2] https://podcasts.apple.com/gb/podcast/supply-chain-revolution-podcast/id1496899179
[2] https://twitter.com/AfricaBuying/status/1300567546630987777
[2] https://okt.to/JFmw4M
[2] https://www.youtube.com/watch?v=L0StiEVXagk&feature=youtu.be

[2] https://www.youtube.com/watch?v=ybGEAJT4zP4&feature=youtu.be

[2] https://www.rateitgreen.com/green-building-articles/coronavirus-and-the-construction-business-possible-impacts/138
[2] https://www.enterprisetimes.co.uk/2020/08/27/creating-a-simple-framework-to-achieve-supply-chain-sustainability/

Top URLs in Tweet in G10:
[5] https://go.fourkites.com/l/297042/2020-09-02/2kg377
[4] https://www.ultrashiptms.com/nucleus-supply-chain-data-hub/
[3] https://craneww.com/knowledge-center/press-center/custom-brokerage-detroit/
[3] https://www.learnaboutlogistics.com/logistics-could-have-limited-future-operations-models/
[3] https://go.fourkites.com/l/297042/2020-08-31/2kf57f
[3] https://bit.ly/3gKXnxm
[3] https://bit.ly/2Gj0qjX
[2] https://bit.ly/3lJqogS
[2] https://bit.ly/3hJMqh2
[2] https://go.fourkites.com/l/297042/2020-09-01/2kfpff

Top Domains
Top Domains in Tweet in Entire Graph:
[762] bit.ly
[142] buff.ly
[127] twitter.com
[112] careerarc.com
[109] lnkd.in
[89] linkedin.com
[78] co.uk
[42] forbes.com
[42] okt.to
[42] jucktion.com

Top Domains in Tweet in G1:
[447] bit.ly
[93] careerarc.com
[49] lnkd.in
[33] buff.ly
[32] twitter.com
[32] linkedin.com
[19] amazon.com
[14] co.uk
[13] deloi.tt
[13] forbes.com

Top Domains in Tweet in G2:
[53] bit.ly
[20] lnkd.in
[18] twitter.com
[8] co.uk
[8] kinaxis.com
[7] dy.si
[5] careerarc.com
[5] forbes.com
[5] gs1us.org
[4] riverlogic.com

Top Domains in Tweet in G3:
[39] supplychaintoday.com
[32] bit.ly
[27] buff.ly
[18] freightcomms.com
[9] twitter.com
[9] forbes.com
[9] sap.com
[9] autome.me
[8] supplychainnowradio.com
[8] everythingsupplychain.com

Top Domains in Tweet in G4:
[39] jucktion.com
[19] gartner.com
[17] bit.ly
[12] cioreview.com
[11] gtnr.it
[8] twitter.com
[8] bemyapp.com
[7] darkreading.com
[6] supplychain247.com
[6] forbes.com

Top Domains in Tweet in G6:
[17] itsupplychain.com
[13] gopenske.com
[9] aircargoworld.com
[8] buff.ly
[7] inboundlogistics.com
[5] splash247.com
[5] onenetwork.com
[4] twitter.com
[4] logisticsmgmt.com
[4] landline.media

Top Domains in Tweet in G7:
[22] africalogisticsmagazine.com
[13] aplitrak.com
[13] bit.ly
[12] buff.ly
[6] igd.com
[6] retailandhospitalityhub.com
[2] lnkd.in
[2] revealvalue.com
[2] toolsgroup.com
[2] co.uk

Top Domains in Tweet in G8:
[9] blueyonder.com
[8] scmr.com
[8] bit.ly
[4] buff.ly
[3] globaltrademag.com
[2] asu.edu
[2] jhconline.com
[2] blueyondersummit.com
[1] supplychaindigital.com
[1] apqc.org

Top Domains in Tweet in G9:
[13] okt.to
[8] youtube.com
[6] cips.org
[5] twitter.com
[4] apple.com
[2] lnkd.in
[2] rateitgreen.com
[2] co.uk
[1] com.au
[1] scmtalent.com

Top Domains in Tweet in G10:
[29] bit.ly
[13] fourkites.com
[6] dlvr.it
[4] ultrashiptms.com
[3] craneww.com
[3] learnaboutlogistics.com
[2] buff.ly
[2] lnkd.in
[2] co.uk
[1] wordpress.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5883] supplychain
[894] logistics
[306] blockchain
[292] ai
[276] covid19
[247] manufacturing
[245] iot
[158] procurement
[139] executive
[139] recruiter



Top Hashtags in Tweet in G1:
[2350] supplychain
[186] logistics
[97] manufacturing
[71] pay
[57] warehouse
[46] covid19
[43] blockchain
[43] business
[37] supplychainmanagement
[35] procurement

Top Hashtags in Tweet in G2:
[465] supplychain
[43] logistics
[40] blockchain
[35] cloud
[32] data
[27] covid19
[25] manufacturing
[18] innovation
[17] iot
[17] supplychainmanagement

Top Hashtags in Tweet in G3:
[435] supplychain
[176] logistics
[96] ai
[63] robotics
[56] iot
[54] machinelearning
[50] amazon
[48] smart
[48] mi
[48] engineering

Top Hashtags in Tweet in G4:
[253] supplychain
[79] ai
[72] iot
[62] bigdata
[56] machinelearning
[50] analytics
[44] ml
[41] logistics
[39] deeplearning
[38] digitaltransformation

Top Hashtags in Tweet in G5:
[139] executive
[139] supplychain
[139] recruiter

Top Hashtags in Tweet in G6:
[111] supplychain
[72] logistics
[14] shipping
[11] trucking
[11] trade
[11] warehousing
[11] cargo
[11] freight
[10] china
[10] digital

Top Hashtags in Tweet in G7:
[93] supplychain
[30] logistics
[22] transport
[20] tuttsclumpcider
[17] essentialsupplies
[16] jobs
[16] logistique
[15] businessnews
[14] takecare
[14] staysafe

Top Hashtags in Tweet in G8:
[74] supplychain
[11] cadenadesuministro
[10] dhltf2020
[9] logistics
[8] grupot21
[8] transportationforum
[8] transporte
[6] covid19
[5] appsource
[5] automation

Top Hashtags in Tweet in G9:
[74] supplychain
[19] procurement
[12] sustainability
[10] cashflow
[9] covid19
[9] revenues
[9] costs
[9] profitability
[9] workingcapital
[9] ai

Top Hashtags in Tweet in G10:
[98] supplychain
[66] logistics
[13] oneburris
[13] transportation
[12] 3pl
[9] business
[7] burrisprwplus
[7] burrislogistics
[7] trinitylogistics
[7] trucking

Top Words
Top Words in Tweet in Entire Graph:
[5835] #supplychain
[1361] job
[1293] supply
[1003] chain
[977] more
[935] link
[886] #logistics
[884] bio
[699] click
[592] apply

Top Words in Tweet in G1:
[2346] #supplychain
[1060] job
[782] link
[771] bio
[600] click
[498] apply
[435] associate
[420] see
[412] hiring
[405] retail

Top Words in Tweet in G2:
[456] #supplychain
[110] supply
[110] more
[84] chain
[67] learn
[51] evrythng
[45] join
[43] #logistics
[42] equipment
[40] #blockchain

Top Words in Tweet in G3:
[424] #supplychain
[191] supply
[176] #logistics
[157] chain
[146] pawlowskimario
[80] #ai
[63] #robotics
[57] mt
[56] more
[56] #iot

Top Words in Tweet in G4:
[249] #supplychain
[160] supply
[138] chain
[122] strategy
[79] antgrasso
[79] digital
[79] #ai
[77] need
[72] business
[72] #iot

Top Words in Tweet in G5:
[277] codeofvets
[139] need
[139] #executive
[139] #supplychain
[139] #recruiter
[139] dm
[139] veteran
[139] needs
[139] assistance
[139] job

Top Words in Tweet in G6:
[111] #supplychain
[71] #logistics
[29] supply
[22] chain
[16] logistics
[15] more
[14] #shipping
[12] smart
[12] two
[11] #trucking

Top Words in Tweet in G7:
[93] #supplychain
[30] #logistics
[22] #transport
[20] supply
[20] #tuttsclumpcider
[17] #essentialsupplies
[16] #jobs
[16] another
[16] top
[16] #logistique

Top Words in Tweet in G8:
[74] #supplychain
[26] supply
[24] grupot21
[21] chain
[15] blueyonder
[13] ðÿœž
[12] eduartet21
[11] scmr
[11] #cadenadesuministro
[10] microsoft

Top Words in Tweet in G9:
[73] #supplychain
[27] supply
[21] supplychnqueen
[19] #procurement
[16] chain
[12] supplymgmt
[12] food
[12] #sustainability
[11] chains
[11] society

Top Words in Tweet in G10:
[98] #supplychain
[66] #logistics
[37] more
[18] supply
[17] find
[16] chain
[16] below
[16] fourkites
[13] time
[13] #oneburris

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[961] supply,chain
[884] link,bio
[539] click,link
[438] retail,stocking
[421] stocking,associate
[400] #supplychain,job
[317] harbor,freight
[317] freight,tools
[282] #supplychain,#logistics
[262] see,latest

Top Word Pairs in Tweet in G1:
[771] link,bio
[474] click,link
[388] retail,stocking
[372] stocking,associate
[343] #supplychain,job
[281] harbor,freight
[281] freight,tools
[228] bio,apply
[226] see,latest
[200] supply,chain

Top Word Pairs in Tweet in G2:
[81] supply,chain
[35] learn,more
[30] semiconductor,manufacturing
[30] manufacturing,equipment
[30] equipment,maker
[30] maker,cohu
[30] cohu,decided
[30] decided,move
[30] move,single
[30] single,#cloud

Top Word Pairs in Tweet in G3:
[156] supply,chain
[67] #supplychain,#logistics
[49] #ai,#machinelearning
[48] #smart,pivoting
[48] pivoting,sorter
[48] sorter,mt
[48] mt,jblefevre60
[48] jblefevre60,#ai
[48] #machinelearning,#robotics
[48] #robotics,#mi

Top Word Pairs in Tweet in G4:
[137] supply,chain
[58] business,strategy
[56] chief,procurement
[56] procurement,officers
[56] officers,need
[56] need,align
[56] align,digital
[56] digital,strategy
[56] strategy,organization's
[56] organization's,overall

Top Word Pairs in Tweet in G5:
[139] need,#executive
[139] #executive,#supplychain
[139] #supplychain,#recruiter
[139] #recruiter,dm
[139] dm,codeofvets
[139] codeofvets,veteran
[139] veteran,needs
[139] needs,assistance
[139] assistance,job
[139] job,opportunities

Top Word Pairs in Tweet in G6:
[31] #supplychain,#logistics
[21] supply,chain
[20] #logistics,#supplychain
[10] splitting,smart
[9] two,#digital
[9] #freightforwarder,#supplychain
[7] supply,chains
[7] #logistics,#trade
[6] ice,cream
[6] china,splitting

Top Word Pairs in Tweet in G7:
[20] #transport,#supplychain
[16] #supplychain,#logistics
[15] #essentialsupplies,#supplychain
[14] another,#tuttsclumpcider
[14] #supplychain,#takecare
[14] #takecare,#staysafe
[14] #staysafe,#propercider
[14] #logistique,#transport
[13] #jobs,#supplychain
[13] #tuttsclumpcider,bottle

Top Word Pairs in Tweet in G8:
[21] supply,chain
[9] grupot21,ðÿœž
[8] #grupot21,#dhltf2020
[8] #dhltf2020,#transportationforum
[8] #transportationforum,#transporte
[8] #transporte,#cadenadesuministro
[8] #cadenadesuministro,#supplychain
[6] #supplychain,resiliency
[6] ðÿœž,innovaciã
[6] innovaciã,digitalizaciã

Top Word Pairs in Tweet in G9:
[16] supply,chain
[13] #procurement,#supplychain
[11] supply,chains
[9] #supplychain,direct
[9] direct,impact
[9] impact,#revenues
[9] #revenues,#costs
[9] #costs,#profitability
[9] #profitability,#cashflow
[9] #cashflow,#workingcapital

Top Word Pairs in Tweet in G10:
[37] #supplychain,#logistics
[16] supply,chain
[16] #logistics,#supplychain
[12] #supplychain,#3pl
[11] #oneburris,#logistics
[10] learn,more
[10] ulehss,#supplychain
[10] find,more
[7] #transportation,#trucking
[7] #trucking,#supplychain

Top Replied-To
Top Replied-To in Entire Graph:
@rfidjournal
@amazon
@transporeon_tpg
@realdonaldtrump
@grupot21
@telegraph
@amber44438537
@tbr90
@mohitkapoor848
@ivanontech

Top Replied-To in G1:
@alom_global

Top Replied-To in G2:
@transporeon_tpg
@tbr90
@mohitkapoor848
@ivanontech
@111suze
@johngkeogh1
@lotusevangelist
@cssinter

Top Replied-To in G3:
@gregoryswhite
@scottwluton
@lisaandersonlma
@buyersmeetpoint
@bevictoryus
@freightalley
@thinkers360
@polysolarpv
@sfvbj
@equinor

Top Replied-To in G4:
@three_cube

Top Replied-To in G6:
@rfidjournal
@logistyx
@logisticsuknews
@logisticsmgmt

Top Replied-To in G7:
@amazon
@dcvelocity
@ultabeauty

Top Replied-To in G8:
@grupot21

Top Replied-To in G9:
@zinhledube28
@jennyfroome

Top Mentioned
Top Mentioned in Entire Graph:
@codeofvets
@pawlowskimario
@antgrasso
@lindagrass0
@ronald_vanloon
@jblefevre60
@scottwluton
@equalocean
@chidambara09
@huawei

Top Mentioned in G1:
@excellenttutor_
@expert_option19
@afigueiredo
@grasupplychain
@tcsdshow
@siliconexpert
@falconautotech
@ecarmover
@profevansmarket

Top Mentioned in G2:
@evrythng
@oracle
@oracleerp
@origin_trail
@kinaxis
@gs1
@dprte
@jun97164367
@accenture

Top Mentioned in G3:
@pawlowskimario
@jblefevre60
@scottwluton
@mashable
@mvollmer1
@gregoryswhite
@_supplychainnow
@sap
@tomraftery
@tachouhoner

Top Mentioned in G4:
@antgrasso
@lindagrass0
@chidambara09
@equalocean
@gartner_inc
@kirkdborne
@gartner_sc
@tamaramccleary
@shipchain
@future_shipping

Top Mentioned in G5:
@codeofvets

Top Mentioned in G6:
@ilmagazine
@penskelogistics
@ooida
@roaddogtrucking
@siriusxm
@dbschenkerusa
@splash_247
@logisticsmgmt
@logisticsuknews
@theloadstar

Top Mentioned in G7:
@marksandspencer
@ocado
@waitrose
@amazon
@logisticsassoc1
@tuttsclumpcider
@deliveroo
@toolsgroup
@walmart
@revealusa

Top Mentioned in G8:
@grupot21
@blueyonder
@scmr
@microsoft
@dhlsupplychain
@chain_solutions
@eduartet21
@hsca
@evopricing
@globaltrademag

Top Mentioned in G9:
@supplychnqueen
@supplymgmt
@wef
@youtube
@therealpro7
@supplychmaestro
@smartprocure
@cipsnews
@bodoteafrica
@jennyfroome

Top Mentioned in G10:
@ulehss
@scbrain
@infor
@fourkites
@risnewsinsights
@gartner_inc
@ecolab
@doweurope
@fretlinkeu
@cwwlogistics

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@sectest9
@sahelhkj
@libertad717
@chidambara09
@cybersec_feeds
@revolution_fr
@evankirstel
@railwayseva
@malliardreport

Top Tweeters in G1:
@revolution_fr
@aldoceccarelli
@___cryptonews
@jamesvgingerich
@kana
@stanleyepstein
@crypto__mak
@brianlaungaoaeh
@gramsbottom
@theibmmspteam

Top Tweeters in G2:
@ottlegalrebels
@ruisaldanha
@wsj
@jacobussystems
@moniquedhooghe
@fiftyfiftygirl
@ibtimesuk
@miamiboi_dre
@cristobalvega
@xristian806

Top Tweeters in G3:
@evankirstel
@drtomdepaoli
@billnigh
@business
@primal_digest
@andrewmorrisuk
@nicochan33
@mashable
@ssxman2
@akwyz

Top Tweeters in G4:
@sectest9
@chidambara09
@cybersec_feeds
@taieb_bot
@xaelbot
@sam___hurley
@marshacollier
@trippbraden
@cybersecurityn8
@learn__together

Top Tweeters in G5:
@speedprayers
@sofiegeorge
@allampatriots
@balind8
@browngravy_93
@usmccarterswife
@btownpatriot
@proudnana_3
@wearefamily_333
@clannadlore

Top Tweeters in G6:
@kinjeketile
@splash_247
@sandeeprrao1991
@saudi_gazette
@northvanrt
@capitainejan
@qatarairways
@mar_ex
@ilmagazine
@land_line_mag

Top Tweeters in G7:
@tesco
@reuters
@walmart
@marksandspencer
@timofnewbury
@ocado
@waitrose
@airfrancefr
@gdprai
@ultabeauty

Top Tweeters in G8:
@ricardo_ik_ahau
@supplychainsn
@garyhulme1812
@grupot21
@josephkerski
@beckershr
@didierrt
@cioreview
@homedepot
@microsoft

Top Tweeters in G9:
@femtech_
@wef
@lidstonepeter
@vladobotsvadze
@alejaprimo10
@sustmeme
@jayroefren
@susidarwin
@navidooo
@youtube

Top Tweeters in G10:
@donaldndoro
@meijer
@msftdynamics365
@thomasnet
@denverarmugga
@retailaggregate
@sjrotter
@pwcadvisory
@hydeparkangels
@enterprise_time


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