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consumergoods OR cgsm2019 OR cgtmagazine_2019-07-03_08-45-05.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
July 03, 2019
Short Description:
consumergoods OR cgsm2019 OR cgtmagazine via NodeXL http://bit.ly/2Yvx99U
@simoneknaap
@foodmfguk
@cgtmagazine
@path2purchaseiq
@stayinfront
@brainroaring
@finwiresmallcap
@finwire
@biljettfrmedlin
@salesforce

Top hashtags:
#consumergoods
#retail
#fmcg
#cpg

Description:
Description
The graph represents a network of 1,610 Twitter users whose tweets in the requested range contained "consumergoods OR cgsm2019 OR cgtmagazine", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 03 July 2019 at 15:48 UTC.

The requested start date was Wednesday, 03 July 2019 at 15:44 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 93-day, 3-hour, 25-minute period from Monday, 01 April 2019 at 04:08 UTC to Wednesday, 03 July 2019 at 07:33 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 : 1610
Unique Edges : 1661
Edges With Duplicates : 4032
Total Edges : 5693
Self-Loops : 2452
Reciprocated Vertex Pair Ratio : 0.0270793036750484
Reciprocated Edge Ratio : 0.0527306967984934
Connected Components : 452
Single-Vertex Connected Components : 289
Maximum Vertices in a Connected Component : 741
Maximum Edges in a Connected Component : 3810
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.196451
Graph Density : 0.000614941574759987
Modularity : 0.288874
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[553] http://www.cpgconnect.ca/news
[41] https://www.linkedin.com/slink?code=faVKaNt
[33] https://www.youtube.com/watch?v=hdfVc9SFFCAM&feature=youtu.be
[28] https://www.youtube.com/watch?v=t9oONZCo9ng&feature=youtu.be

[23] https://www.slideshare.net/aharrell2000/kam-presentationworkshop-portfolio
[21] https://jezirah.com
[20] https://www.slideshare.net/aharrell2000/value-negotiation-facilitationworkshop
[17] https://www.youtube.com/watch?v=eW6gvU1jCEY&feature=youtu.be

[13] https://consumergoods.com/consumer-products-unbound-2019-and-beyond
[12] https://franknrafblog.wordpress.com/2018/12/10/global-and-chinese-soccer-balls-market-size-trends-and-forecast/

Top URLs in Tweet in G1:
[11] https://events.ensembleiq.com/rcas-2019/208595
[9] https://events.ensembleiq.com/rcas-2019/sponsors
[6] https://www.stayinfront.com/about-us/awards-and-recognition/
[6] https://ziwo.io
[4] -
[3] https://event.webcasts.com/starthere.jsp?ei=1242997&tp_key=4da64d1742.&utm_source=omeda&utm_medium=email&utm_campaign=MKTG_PathtoPurchaseInstitute&utm_keyword=
[3] https://consumergoods.com/whos-who-digital-marketing-2019
[3] https://consumergoods.com/combating-long-tail-data-science
[3] https://consumergoods.com/walgreens-has-new-interim-chief-marketer
[3] https://consumergoods.com/method-olly-co-creator-launches-first-aid-brand-target

Top URLs in Tweet in G2:
[21] https://jezirah.com
[6] https://www.jezirah.com/
[3] https://consumergoods.com/why-brands-should-care-about-retailers-media-companies
[3] https://www.bain.com/insights/how-brands-can-navigate-turbulence-with-a-disruption-radar/
[3] https://en.vietnamplus.vn/
[3] http://infoblaze.com/news/details/31286
[2] https://www.libraryforsmartinvestors.com/2019/04/stocks-to-buy-for-the-next-government-shutdown/41376641.htm?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.libraryforsmartinvestors.com/2019/04/best-marijuana-stocks-to-invest-in-2019/41376622.htm?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.mckinsey.com/business-functions/marketing-and-sales/our-insights/agile-in-the-consumer-goods-industry-the-transformation-of-the-brand-manager
[2] https://consumergoods.com/adidas-introduces-100-recyclable-shoes

Top URLs in Tweet in G3:
[42] http://www.cpgconnect.ca/news
[11] https://www.linkedin.com/slink?code=faVKaNt
[5] https://www.paconsulting.com/insights/three-key-insights-from-the-consumer-goods-forum-global-summit-2019/
[3] https://consumergoods.com/using-ai-translate-insight-action?utm_campaign=CPGAI.com&utm_content=88949286&utm_medium=social&utm_source=linkedin&hss_channel=lcp-2855572
[3] http://www.bloomberg.com/news/articles/
[3] https://lnkd.in/gG-NzZ6
[2] https://universaldata.co.in/index.php/home/consumer_goods_retail/1
[2] https://www.eventbrite.co.uk/e/unlocking-roi-in-cpg-ai-powered-marketing-supply-planning-decisions-tickets-63223987649?aff=Twitter
[2] https://twitter.com/PremierFoodsPLC/status/1145732707202338816
[2] https://lnkd.in/fMFYxwX

Top URLs in Tweet in G4:
[7] https://articles.finwire.com/FWM0032BE8-lvmh-okade-omsattningen-med-16-procent-under-forsta-kvartalet
[6] https://articles.finwire.com/FWM00374CA-kinnevik-atar-sig-att-teckna-aktier-for-60-miljoner-euro-i-global-fashion-groups-borsnotering
[4] https://articles.finwire.com/CRF00364EA-nordea--lovande-framtid-for-qliro-efter-uppdelning
[3] https://articles.finwire.com/FWM0032294-paradox-ska-utveckla-nytt-strategispel-tillsammans-med-romero-games
[3] https://articles.finwire.com/FWM0032BA2-borsplus-ger-koprad-for-cloetta-och-plockar-in-aktien-i-portfoljen
[3] https://articles.finwire.com/FWM0033356-borsplus-ger-qliro-koprad-for-risktagaren
[3] https://articles.finwire.com/FWM00333B1-qliro-visar-signifikanta-forbattringar-over-alla-affarsomraden-seb-lyfter-sotp-varde-2-kronor
[3] https://articles.finwire.com/FWM0034316-berkshire-hathaway-har-kopt-aktier-i-amazon-enligt-buffett
[3] https://articles.finwire.com/FWM0035747-grundarfamiljen-vill-kopa-ut-oriflame-fran-borsen---erbjuder-227-kronor-per-aktie
[3] https://articles.finwire.com/FWM00364CF-thq-nordic-och-stillfront-ar-fortsatt-mest-intressanta-i-gamingsektorn---di

Top URLs in Tweet in G5:
[2] https://marketresearch.biz/infographics/aquaculture-market/
[2] https://marketresearch.biz/infographics/hearable-devices-market/
[2] https://marketresearch.biz/infographics/toddler-sippy-cups-market/
[1] https://marketresearch.biz/report/cosmetics-market/
[1] https://marketresearch.biz/infographics/gamification-market/
[1] https://marketresearch.biz/infographics/potassium-carbonate-in-laundry-detergent-market/
[1] https://marketresearch.biz/infographics/fitness-equipment-market/
[1] https://marketresearch.biz/infographics/train-seat-market/
[1] https://marketresearch.biz/infographics/portable-fridges-market/
[1] https://marketresearch.biz/infographics/library-automation-service-systems-market/

Top URLs in Tweet in G6:
[511] http://www.cpgconnect.ca/news
[30] https://www.linkedin.com/slink?code=faVKaNt
[3] https://lnkd.in/fGyVPGp
[2] https://lnkd.in/f57AVzQ
[2] https://lnkd.in/fsGsC87
[2] https://lnkd.in/fMFYxwX
[2] https://lnkd.in/f3m-fe5
[2] https://lnkd.in/fA_my5v
[2] https://lnkd.in/fqc2Dim
[2] https://lnkd.in/f8gqr9B

Top URLs in Tweet in G7:
[11] https://consumergoods.com/consumer-products-unbound-2019-and-beyond
[3] https://consumergoods.com/circular-economy-driving-new-wave-growth
[2] https://consumergoods.com/planning-now-analytics-across-enterprise
[2] https://consumergoods.com/bumble-bee-sap-use-blockchain-trace-tuna
[1] https://twitter.com/SAP_Retail/status/1118195351767400448/photo/1
[1] https://twitter.com/SAP_Retail/status/1114311014592450560/photo/1
[1] https://twitter.com/SAP_Retail/status/1116816267896164352/photo/1
[1] https://twitter.com/SAP_Retail/status/1120734330316304384/photo/1
[1] https://twitter.com/SAP_Retail/status/1121379584811962369/photo/1
[1] https://twitter.com/SAP_Retail/status/1121549452043538433/photo/1

Top URLs in Tweet in G8:
[4] https://www.aarkstore.com/consumer-goods/1450884/global-glasses-free-3d-displays-market-report-size-share-price-trend-and-forecast
[3] https://www.aarkstore.com/consumer-goods/1083790/global-fmcg-market-size-study-and-regional-forecasts-2018-2025
[1] https://www.aarkstore.com/consumer-packaged-goods/296977/fragrances-in-canada
[1] https://www.aarkstore.com/business-services/consumer-goods
[1] https://www.aarkstore.com/business-services/consumer-packaged-goods
[1] https://www.aarkstore.com/consumer-goods/1266536/global-aloe-vera-gel-market-report-2019-market-size-share-price-trend-and-forecast
[1] https://www.aarkstore.com/consumer-goods/1368268/global-disabled-crutches-market-report-2019-market-size-share-price-trend-and-forecast
[1] https://www.aarkstore.com/consumer-packaged-goods/280712/global-male-toiletries

Top URLs in Tweet in G9:
[6] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&referrer=&eventid=1839188&sessionid=1&key=60CEA99B9416C2169358F6B230781171®Tag=362293&sourcepage=register
[5] https://consumergoods.com/readers-choice-survey-results-2019
[2] https://consumergoods.com/consumer-products-unbound-2019-and-beyond
[2] https://consumergoods.com/new-gatorade-app-helps-athletes-get-creative
[2] https://consumergoods.com/bumble-bee-sap-use-blockchain-trace-tuna
[1] https://www.sap.com/documents/2016/03/2c5f79d0-627c-0010-82c7-eda71af511fa.html?source=social-global-sapconsumer-twitter-audienceengagement-training_enablement-unspecified-consumerproducts-spr-2404211293&campaigncode=CRM-YA19-SSO-BRSOCPT
[1] http://www.sap.com/documents/2017/01/6c3df769-a07c-0010-82c7-eda71af511fa.html?source=social-global-sapconsumer-twitter-thoughtleadership-training_enablement-unspecified-consumerproducts-%23amplification-spr-2216268136&campaigncode=CRM-YA19-SSO-BRSOCPT
[1] https://www.sap.com/documents/2016/04/2242eae2-6a7c-0010-82c7-eda71af511fa.html?source=social-global-sapconsumer-twitter-thoughtleadership-training_enablement-unspecified-consumerproducts-%23amplification-spr-2217885145&campaigncode=CRM-YA19-SSO-BRSOCPT
[1] https://www.sap.com/documents/2016/03/2c5f79d0-627c-0010-82c7-eda71af511fa.html?source=social-global-sapconsumer-twitter-audienceengagement-training_enablement-unspecified-consumerproducts-spr-2222933711&campaigncode=CRM-YA19-SSO-BRSOCPT
[1] https://www.sap.com/industries/consumer-goods-cpg.html?source=social-global-sapconsumer-twitter-audienceengagement-training_enablement-unspecified-consumerproducts-spr-2230278772&campaigncode=CRM-YA19-SSO-BRSOCPT#pdf-asset=20817038-297d-0010-87a3-c30de2ffd8ff&page=1

Top URLs in Tweet in G10:
[4] https://dy.si/TcqTf
[2] https://dy.si/zzoF2
[2] https://www.foodprocessing.com.au/content/processing/case-study/nestl-uses-analytics-to-improve-demand-planning-1142481854
[1] https://dy.si/oYWGmv
[1] https://dy.si/yFzqB
[1] https://dy.si/yVq9eh
[1] https://dy.si/9BLXK
[1] https://dy.si/53fgQe
[1] https://dy.si/RDB9YA2
[1] https://dy.si/dDnuc

Top Domains
Top Domains in Tweet in Entire Graph:
[1299] lnkd.in
[558] cpgconnect.ca
[550] finwire.com
[377] consumergoods.com
[100] mba-exchange.com
[87] youtube.com
[64] oganalysis.com
[60] dy.si
[53] linkedin.com
[51] slideshare.net

Top Domains in Tweet in G1:
[222] consumergoods.com
[26] ensembleiq.com
[23] dy.si
[12] shoppermarketingmag.com
[12] webcasts.com
[10] t.co
[6] stayinfront.com
[6] twitter.com
[6] ziwo.io
[5] cnbc.com

Top Domains in Tweet in G2:
[88] lnkd.in
[37] consumergoods.com
[27] jezirah.com
[16] dy.si
[15] smh.re
[12] factmr.com
[6] twitter.com
[6] bain.com
[4] libraryforsmartinvestors.com
[4] linkedin.com

Top Domains in Tweet in G3:
[341] lnkd.in
[44] cpgconnect.ca
[17] linkedin.com
[11] acuvate.com
[7] theconsumergoodsforum.com
[5] consumergoods.com
[5] twitter.com
[5] paconsulting.com
[3] bloomberg.com
[3] co.uk

Top Domains in Tweet in G4:
[548] finwire.com
[1] jd.com
[1] marketwatch.com

Top Domains in Tweet in G5:
[13] marketresearch.biz

Top Domains in Tweet in G6:
[833] lnkd.in
[514] cpgconnect.ca
[30] linkedin.com
[5] salesforce.com
[2] radian6.com
[1] isacalgary.com
[1] sialcanada.com
[1] twitter.com
[1] sforce.co

Top Domains in Tweet in G7:
[18] consumergoods.com
[7] twitter.com
[1] lnkd.in

Top Domains in Tweet in G8:
[13] aarkstore.com

Top Domains in Tweet in G9:
[46] sap.com
[11] consumergoods.com
[6] on24.com
[4] digitalistmag.com
[1] bit.ly
[1] wwd.com

Top Domains in Tweet in G10:
[17] dy.si
[3] com.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2893] consumergoods
[1573] retail
[918] fmcg
[900] cpg
[782] fastmovingconsumergoods
[522] news
[509] cpgconnectnews
[339] jobs
[183] tech
[165] cpgconnectjobs



Top Hashtags in Tweet in G1:
[247] consumergoods
[216] retail
[112] brands
[92] rcas19
[51] technology
[49] analytics
[46] data
[41] ecommerce
[37] ai
[28] marketing

Top Hashtags in Tweet in G2:
[318] consumergoods
[59] retail
[21] cpg
[19] supplychain
[16] marketresearch
[15] business
[14] job
[14] technology
[13] healthcare
[12] recruitment

Top Hashtags in Tweet in G3:
[135] consumergoods
[87] fmcg
[50] retail
[45] cpg
[27] ai
[22] artificialintelligence
[19] innovation
[16] marketing
[16] sales
[15] growth

Top Hashtags in Tweet in G4:
[531] consumergoods
[328] retail
[170] tech
[115] gaming
[103] consumerservices
[74] ecommerce
[72] leisure
[72] interim
[65] foods
[52] ngmexchange

Top Hashtags in Tweet in G5:
[13] consumergoods
[13] marketresearchreport
[2] aquaculturemarket
[2] hearabledevicesmarket
[2] toddlersippycupsmarket
[1] cosmeticsmarket
[1] gamificationmarket
[1] potassiumcarbonateinlaundrydetergentmarket
[1] fitnessequipmentmarket
[1] trainseatmarket

Top Hashtags in Tweet in G6:
[841] consumergoods
[818] retail
[798] fmcg
[784] cpg
[781] fastmovingconsumergoods
[511] news
[509] cpgconnectnews
[238] jobs
[165] cpgconnectjobs
[58] mississauga

Top Hashtags in Tweet in G7:
[13] retail
[5] customer
[4] blockchain
[2] planning
[1] sap
[1] venture
[1] emergingtechnologies
[1] consumergoods
[1] retailsfut

Top Hashtags in Tweet in G8:
[9] marketresearch
[8] consumergoods
[6] aarkstoremarketresearch
[4] disabledcrutches
[4] accidents
[4] disabled
[4] crutches
[4] 3d
[3] fragrancesincanada
[3] canada

Top Hashtags in Tweet in G9:
[77] consumergoods
[3] consumer
[1] erp
[1] sapphirenow
[1] shopping
[1] mobile
[1] foodsafety
[1] ar
[1] consumerproducts

Top Hashtags in Tweet in G10:
[3] ai
[2] consumergoods
[2] news
[1] forecasting
[1] gartnerscc
[1] bega
[1] kraft
[1] peanutbutter
[1] mondelez
[1] tradedress

Top Words
Top Words in Tweet in Entire Graph:
[2375] Words in Sentiment List#1: Positive
[475] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[90165] Non-categorized Words
[93015] Total Words
[2891] #consumergoods
[1573] #retail
[997] more
[918] #fmcg
[898] #cpg

Top Words in Tweet in G1:
[247] #consumergoods
[216] #retail
[197] path2purchaseiq
[163] cgtmagazine
[112] #brands
[92] #rcas19
[76] 2019
[65] simoneknaap
[51] #technology
[49] #analytics

Top Words in Tweet in G2:
[318] #consumergoods
[59] #retail
[50] consumer
[39] goods
[39] market
[33] more
[30] s
[25] industry
[22] brands
[22] global

Top Words in Tweet in G3:
[449] cpgconnect
[267] cpg
[262] retail
[261] more
[210] news
[198] visit
[156] canada
[146] attention
[142] hiring
[136] experts

Top Words in Tweet in G4:
[531] #consumergoods
[328] #retail
[170] #tech
[115] #gaming
[103] #consumerservices
[83] kvartalet
[82] första
[77] till
[75] med
[74] #ecommerce

Top Words in Tweet in G5:
[218] prudourresearch
[213] market
[190] global
[179] over
[170] cagr
[134] register
[117] expected
[101] 2017
[97] valued
[92] 3

Top Words in Tweet in G6:
[841] #consumergoods
[818] #retail
[798] #fmcg
[784] #cpg
[781] #fastmovingconsumergoods
[563] retail
[555] cpg
[542] more
[520] visit
[518] news

Top Words in Tweet in G7:
[22] retailers
[21] consumer
[16] modern
[16] really
[16] want
[16] meet
[16] commerce
[16] expectations
[16] 2019
[16] adding

Top Words in Tweet in G8:
[25] market
[17] aarksrushti
[10] major
[9] #marketresearch
[8] #consumergoods
[8] growth
[7] consumer
[7] global
[6] #aarkstoremarketresearch
[5] goods

Top Words in Tweet in G9:
[77] #consumergoods
[43] companies
[38] intelligent
[34] business
[30] consumer
[21] technologies
[20] industry
[19] digital
[19] experiences
[18] sapconsumer

Top Words in Tweet in G10:
[19] demand
[18] sas
[18] sassoftware
[17] helps
[17] nestle
[16] forecast
[16] globally
[13] sasretail
[3] improve
[3] planning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[835] #consumergoods,#fmcg
[801] #cpg,#consumergoods
[781] #fastmovingconsumergoods,#retail
[764] #fmcg,#fastmovingconsumergoods
[750] more,cpg
[738] cpg,retail
[728] retail,news
[713] news,visit
[511] #retail,#news
[509] #news,#cpgconnectnews

Top Word Pairs in Tweet in G1:
[61] #retail,#consumergoods
[41] #brands,#consumergoods
[38] #consumergoods,#brands
[32] solutions,guide
[30] guide,2019
[23] #retail,#brands
[22] consumer,goods
[22] rise,magazine
[22] magazine,path2purchaseiq
[22] path2purchaseiq,provides

Top Word Pairs in Tweet in G2:
[30] consumer,goods
[25] #retail,#consumergoods
[15] #consumergoods,#retail
[12] #job,#recruitment
[12] #consumergoods,fyte
[8] next,generation
[8] four,major
[7] 100,recyclable
[7] supply,chain
[7] generation,consumers

Top Word Pairs in Tweet in G3:
[232] more,cpg
[219] cpg,retail
[210] retail,news
[195] news,visit
[146] cpgconnect,attention
[105] inc,hiring
[98] canada,inc
[35] consumer,goods
[35] attention,sales
[35] sales,experts

Top Word Pairs in Tweet in G4:
[103] #consumergoods,#consumerservices
[84] #retail,#tech
[75] första,kvartalet
[69] #consumergoods,#ecommerce
[67] #consumergoods,#retail
[57] #consumerservices,#gaming
[54] #consumergoods,#foods
[45] miljoner,kronor
[45] #gaming,#leisure
[43] #interim,#retail

Top Word Pairs in Tweet in G5:
[145] prudourresearch,global
[114] register,cagr
[98] expected,register
[97] market,valued
[97] 2017,expected
[79] bn,2017
[56] market,projected
[40] valued,approximately
[40] approximately,1
[39] cagr,5

Top Word Pairs in Tweet in G6:
[798] #consumergoods,#fmcg
[784] #cpg,#consumergoods
[781] #fastmovingconsumergoods,#retail
[764] #fmcg,#fastmovingconsumergoods
[518] more,cpg
[518] cpg,retail
[518] retail,news
[518] news,visit
[511] #retail,#news
[509] #news,#cpgconnectnews

Top Word Pairs in Tweet in G7:
[16] modern,consumer
[16] consumer,really
[16] really,want
[16] want,retailers
[16] retailers,meet
[16] meet,commerce
[16] commerce,expectations
[16] expectations,2019
[16] 2019,adding
[16] adding,dash

Top Word Pairs in Tweet in G8:
[5] #marketresearch,#aarkstoremarketresearch
[5] aarksrushti,global
[4] #disabledcrutches,market
[4] market,driven
[4] driven,incidents
[4] incidents,major
[4] major,#accidents
[4] #accidents,#disabled
[4] #disabled,#crutches
[4] #crutches,#marketresearch

Top Word Pairs in Tweet in G9:
[36] #consumergoods,companies
[18] intelligent,technologies
[17] #consumergoods,industry
[11] business,operations
[10] #consumergoods,manufacturers
[9] turn,challenges
[9] challenges,opportunities
[9] opportunities,#consumergoods
[9] industry,applying
[9] applying,ai

Top Word Pairs in Tweet in G10:
[17] sas,helps
[16] helps,nestle
[16] nestle,forecast
[16] forecast,demand
[16] demand,globally
[16] globally,sassoftware
[12] sassoftware,sasretail
[3] improve,demand
[3] demand,planning
[2] nestlé,uses

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@cpgconnect
@prudourresearch
@path2purchaseiq
@cgtmagazine
@simoneknaap
@finwire
@leopharmaus
@regeneron
@biogen
@abbottglobal

Top Mentioned in G1:
@path2purchaseiq
@cgtmagazine
@simoneknaap
@target
@walmart
@infor_nexus
@proctergamble
@marsglobal
@fractalites
@walgreens

Top Mentioned in G2:
@creditbenchmark
@savvy__investor
@quratebi
@packaged_facts

Top Mentioned in G3:
@cpgconnect
@cgf_the_forum
@danone
@migros
@emmanuelfaber
@searchandplace1
@reach4raj
@cgf_valuechain
@cgf_t
@retailanalysis

Top Mentioned in G4:
@finwire
@finwiresmallcap
@finwirefunds
@finwiredenmark
@_vinayakshinde_
@mcamconnect
@braskemsa

Top Mentioned in G5:
@prudourresearch

Top Mentioned in G6:
@cpgconnect
@salesforce
@kamal_seth
@commercecloud
@dhannahuk
@youngheike
@ntaychak
@aci_dwc
@antonio_sciuto
@conagrabrands

Top Mentioned in G7:
@sap_retail
@theleuker
@bumblebeefoods
@kboeckle
@cgtmagazine
@nightrain_x

Top Mentioned in G8:
@aarksrushti
@chanel
@loreal
@rksaroma
@lilyofthedesert
@aloeaf
@naturalaloevere
@donjoy
@drivemedical
@cardinalhealth

Top Mentioned in G9:
@sapconsumer
@evankirstel
@cloudpreacher
@sapleonardo
@sap_cx
@cgtmagazine
@hersheys
@path2purchaseiq
@newfoodaisle
@customertp

Top Mentioned in G10:
@sassoftware
@sasretail
@nestleaunews
@dmitchell_
@nicolabusetti
@foodprocessau
@wilsondscott

Top Tweeters
Top Tweeters in Entire Graph:
@evankirstel
@gamergeeknews
@tradnews_
@chidambara09
@ottlegalrebels
@businessinsider
@devnullius
@wwf
@walmart
@mcdonalds

Top Tweeters in G1:
@businessinsider
@wwf
@walmart
@valaafshar
@santchiweb
@cnbc
@lululemon
@gabbariele
@machinelearn_d
@cnn

Top Tweeters in G2:
@economictimes
@infopronetwork
@info_lavoro
@sprnch
@fox5ny
@viemedianews
@metalrabbit13
@steedmrspeel
@brandaktuellat
@anhtnguyen

Top Tweeters in G3:
@gamergeeknews
@andytoronto
@foodmfguk
@cstorenews_
@logisticsnews
@yorkshiretea
@nvsdata
@beveragetrade
@jluisperezg
@geonovators

Top Tweeters in G4:
@dax12000
@smartapplegames
@finwire
@investeraren
@phuurxvi
@molltrade
@finwiresmallcap
@biljettfrmedlin
@snackargoja
@miacontent_1

Top Tweeters in G5:
@arpitasing09
@entersmo
@juliaro55433377
@shuniart
@adolfwatson1
@ritu7870
@stevenj95151492
@henryhank5
@donbradman3
@stilbonrose

Top Tweeters in G6:
@compellingsites
@timg33
@huilemoringa
@imagine_garden
@salesforce
@jchengery
@yourfeetcome1st
@joblify_app
@torivojobs
@cpgconnect

Top Tweeters in G7:
@tansorpr
@sergioarandag
@honu2000
@sap_retail
@retailnetpl
@kernra
@dataxstream
@prnretail
@theleuker
@nightrain_x

Top Tweeters in G8:
@cocacola
@gillette
@fritolay
@capecodchips
@carlsberg
@cardinalhealth
@pooja_aarkstore
@chanel
@aarkstore
@lilyofthedesert

Top Tweeters in G9:
@evankirstel
@ucstrategies
@sap_cx
@hemanthbasrur
@hersheys
@newfoodaisle
@sapleonardo
@donlarcinese
@sapconsumer
@cloudpreacher

Top Tweeters in G10:
@pardoe_ai
@sassoftware
@sasretail
@sas_dach
@dmitchell_
@hermon100
@hellgrens
@jessthompson19
@phillipsrichj
@krisweh