consumergoods OR cgsm2018 OR cgtmagazine, Twitter, 1/6/2019 4:21:26 PM, 180858


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consumergoods OR cgsm2018 OR cgtmagazine_2019-01-06_07-57-23.xlsx
consumergoods OR cgsm2018 OR cgtmagazine_2019-01-06_07-57-23.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 06, 2019
Short Description:
consumergoods OR cgsm2018 OR cgtmagazine via NodeXL http://bit.ly/2Tv9qnd
@girlscoutsph
@cgtmagazine
@sap_cp
@bernardokath
@min_bernardo
@foodmfguk
@dongordon5
@simoneknaap
@brandless
@yenkwan2

Top hashtags:
#consumergoods
#retail
#fmcg
#cpg
#fastmovingconsumergoods

Description:
Description
The graph represents a network of 2,370 Twitter users whose tweets in the requested range contained "consumergoods OR cgsm2018 OR cgtmagazine", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 06 January 2019 at 15:59 UTC.

The requested start date was Sunday, 06 January 2019 at 15:57 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 97-day, 6-hour, 56-minute period from Monday, 01 October 2018 at 01:18 UTC to Sunday, 06 January 2019 at 08:15 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 : 2370
Unique Edges : 3300
Edges With Duplicates : 3420
Total Edges : 6720
Self-Loops : 1747
Reciprocated Vertex Pair Ratio : 0.0165794066317627
Reciprocated Edge Ratio : 0.032618025751073
Connected Components : 439
Single-Vertex Connected Components : 280
Maximum Vertices in a Connected Component : 884
Maximum Edges in a Connected Component : 2627
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.589017
Graph Density : 0.000622491998439763
Modularity : 0.443916
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[384] http://www.cpgconnect.ca/news
[32] https://blog.qad.com/2018/12/trade-management-critical-growing-cpg-businesses-and-profits/
[30] https://www.youtube.com/watch?v=hdfVc9SFFCAM&feature=youtu.be
[28] https://whatwethink.pie-recruitment.com/post/102f4i3/fmcg-uncertainty-means-opportunity-is-nowhere
[21] https://consumergoods.com/santas-newest-helper-consumer-driven-supply-chain
[20] https://www.genpact.com/insight/point-of-view/how-consumer-goods-firms-move-faster-with-digital-finance?utm_source=twtr&utm_medium=ogsc&utm_campaign=sl-fnda&utm_content=2058
[19] https://www.slideshare.net/aharrell2000/value-negotiation-facilitationworkshop
[18] https://www.linkedin.com/slink?code=faVKaNt
[16] https://www.supermarketnews.com/consumer-trends/omnichannel-retail-sales-fmcg-hits-1-trillion-us
[15] https://www.youtube.com/watch?v=4WLksTE0IhQ&feature=youtu.be


Top URLs in Tweet in G2:
[22] http://www.cpgconnect.ca/news
[18] https://consumergoods.com/santas-newest-helper-consumer-driven-supply-chain
[10] https://event.webcasts.com/starthere.jsp?ei=1218050&tp_key=d5172a46cd&sti=social
[9] https://whatwethink.pie-recruitment.com/post/102f4i3/fmcg-uncertainty-means-opportunity-is-nowhere
[8] https://event.webcasts.com/starthere.jsp?ei=1217788&tp_key=c37285397d&sti=social
[8] https://consumergoods.com/blockchain-farm-consumer-journey-trust
[7] https://consumergoods.com/building-connected-shopping-experience
[6] https://consumergoods.com/packaged-goods-makers-embrace-ai-driven-marketing
[5] https://intrigosys.com/blog/role-of-supply-chain-in-the-cpg-industry/?utm_source=r2rv&utm_campaign=r2rv
[4] https://acuvate.com/blog/top-cpg-industry-trends-watch-2019/

Top URLs in Tweet in G3:
[4] https://www.supermarketnews.com/consumer-trends/omnichannel-retail-sales-fmcg-hits-1-trillion-us
[3] https://consumergoods.com/santas-newest-helper-consumer-driven-supply-chain
[3] https://consumergoods.com/blockchain-farm-consumer-journey-trust
[3] https://lnkd.in/ezqF_8f
[3] https://lnkd.in/eZWpvii
[2] https://consumergoods.com/tech-trends-2018-relevant-responses-radical-changes
[2] https://consumergoods.com/gillette-lets-consumers-make-3d-printed-razor-handles
[2] https://www.linkedin.com/jobs/cap/view/937785666/?pathWildcard=937785666&trk=job_capjs
[2] https://www.economist.com/business/2018/11/08/the-growth-of-microbrands-threatens-consumer-goods-giants
[2] https://www.reportlinker.com/data/series/DQiUO4FU7fw

Top URLs in Tweet in G4:
[362] http://www.cpgconnect.ca/news
[15] https://www.linkedin.com/slink?code=faVKaNt
[9] https://lnkd.in/fEidfWP
[6] https://lnkd.in/fsmVANR
[5] https://prseventeurope.com/prse2019/en/page/awards
[4] https://stayinfront.com/Consumer-goods/Videos?VideoId=22
[3] https://lnkd.in/fbtAAEF
[2] https://lnkd.in/fnkKiYH
[2] https://lnkd.in/fvYgnBK
[2] https://lnkd.in/fYrgZyB

Top URLs in Tweet in G5:
[4] https://www.cognizant.com/cognizant-digital-systems-technology/enterprise-application-services/oracle?utm_source=organic_twitter&utm_medium=social&utm_campaign=Thought
[4] Leadership&utm_term=na&utm_content=Digital
[4] Systems
[4] &
[4] Technology
[4] DST.Enterprise
[4] Application
[4] Services.Thought
[1] Leadership.Video&sf96767569=1
[1] Leadership.Video&sf94165199=1

Top URLs in Tweet in G6:
[32] https://blog.qad.com/2018/12/trade-management-critical-growing-cpg-businesses-and-profits/
[1] https://twitter.com/QAD_Community/status/1072901050070372353

Top URLs in Tweet in G7:
[30] https://www.youtube.com/watch?v=hdfVc9SFFCAM&feature=youtu.be
[19] https://www.slideshare.net/aharrell2000/value-negotiation-facilitationworkshop
[15] https://www.youtube.com/watch?v=4WLksTE0IhQ&feature=youtu.be

[9] https://www.upcoming.vc/
[5] https://www.youtube.com/watch?v=eW6gvU1jCEY&feature=youtu.be

[3] https://www.youtube.com/watch?v=hdfVc9SFFCA&feature=youtu.be

[3] https://www.slideshare.net/aharrell2000/kam-presentationworkshop-portfolio
[2] https://www.youtube.com/watch?v=4Pa2BCxIdTM&feature=youtu.be
[1] https://twitter.com/UPComingVC/status/1057021649445380103
[1] https://www.upcoming.vc

Top URLs in Tweet in G8:
[1] http://ofmen.Men

Top URLs in Tweet in G9:
[1] https://marketresearch.biz/report/casino-gaming-equipment-market/
[1] https://marketresearch.biz/report/cvd-diamond-market/

Top URLs in Tweet in G10:
[2] https://consumergoods.com/smb-award-2018-brandless
[1] https://twitter.com/thegalionp/status/1047914930350030848

Top Domains
Top Domains in Tweet in Entire Graph:
[1074] lnkd.in
[384] cpgconnect.ca
[159] consumergoods.com
[96] mba-exchange.com
[92] twitter.com
[83] youtube.com
[44] acuvate.com
[36] sap.com
[36] genpact.com
[32] qad.com

Top Domains in Tweet in G2:
[212] lnkd.in
[106] consumergoods.com
[68] twitter.com
[34] sap.com
[22] cpgconnect.ca
[20] webcasts.com
[11] acuvate.com
[10] pie-recruitment.com
[9] digitalistmag.com
[7] intrigosys.com

Top Domains in Tweet in G3:
[131] lnkd.in
[30] consumergoods.com
[24] smh.re
[14] readyforsocial.com
[13] shareasale.com
[13] jobdiva.com
[10] twitter.com
[7] millioninsights.com
[6] instagram.com
[6] lightwellinc.com

Top Domains in Tweet in G4:
[691] lnkd.in
[362] cpgconnect.ca
[15] linkedin.com
[9] stayinfront.com
[6] youtu.be
[5] foodbev.com
[5] prseventeurope.com
[2] instagram.com
[1] retailwest.ca
[1] snip.ly

Top Domains in Tweet in G5:
[4] cognizant.com
[1] ciie.org

Top Domains in Tweet in G6:
[32] qad.com
[1] twitter.com

Top Domains in Tweet in G7:
[55] youtube.com
[22] slideshare.net
[10] upcoming.vc
[2] twitter.com

Top Domains in Tweet in G8:
[1] ofmen.men

Top Domains in Tweet in G9:
[2] marketresearch.biz

Top Domains in Tweet in G10:
[2] consumergoods.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2204] consumergoods
[896] retail
[778] fmcg
[772] cpg
[604] fastmovingconsumergoods
[365] news
[359] cpgconnectnews
[335] jobs
[172] cpgconnectjobs
[138] ai



Top Hashtags in Tweet in G1:
[3] cgsm2018
[3] gspcelebrateskaths15yrs
[1] girlscoutambassador

Top Hashtags in Tweet in G2:
[374] consumergoods
[97] fmcg
[81] retail
[69] cpg
[47] ai
[43] supplychain
[32] sap
[20] cgtlol18
[20] cxiforum
[15] omnichannel

Top Hashtags in Tweet in G3:
[326] consumergoods
[41] retail
[33] manufacturing
[28] recruitment
[27] consumerproducts
[19] innovation
[19] business
[19] job
[19] covering
[18] fashion

Top Hashtags in Tweet in G4:
[716] consumergoods
[684] retail
[644] fmcg
[630] cpg
[602] fastmovingconsumergoods
[360] news
[359] cpgconnectnews
[235] jobs
[172] cpgconnectjobs
[72] print

Top Hashtags in Tweet in G5:
[54] consumergoods
[21] apparel
[21] accessories
[19] ciiehighlights
[4] erp
[2] ciiebythenumbers
[2] ciie

Top Hashtags in Tweet in G6:
[2] tradeactivitymanagement
[2] consumergoods
[2] foodandbeverage

Top Hashtags in Tweet in G7:
[109] consumergoods
[91] chemicalindustry
[77] venturecapital
[76] privateequity
[72] pharmaceutical
[67] pricingstrategy
[63] minoritysupplier
[49] training
[46] smallbusiness
[28] pricing

Top Hashtags in Tweet in G9:
[21] cagr
[2] marketresearchreport
[2] consumergoods
[1] casinogamingequipment
[1] cvddiamond

Top Hashtags in Tweet in G10:
[11] dtc
[1] consumergoods
[1] plaforms
[1] data
[1] beautytech

Top Words
Top Words in Tweet in Entire Graph:
[2283] Words in Sentiment List#1: Positive
[554] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[95084] Non-categorized Words
[97921] Total Words
[3050] gsp
[2208] consumergoods
[1530] retail
[1400] cpg
[1181] ambassador

Top Words in Tweet in G1:
[3044] gsp
[1172] ambassador
[1172] kathryn
[1172] bernardo
[1170] girlscoutsph
[624] l
[624] r
[624] ned
[624] beng
[624] santiago

Top Words in Tweet in G2:
[373] consumergoods
[328] cpgconnect
[258] retail
[253] cpg
[197] more
[163] sap_cp
[129] attention
[128] experts
[127] news
[126] hiring

Top Words in Tweet in G3:
[328] consumergoods
[82] consumer
[51] retail
[49] business
[42] manufacturing
[36] goods
[35] sourcing
[32] products
[32] data
[29] new

Top Words in Tweet in G4:
[1097] retail
[1035] cpg
[733] news
[716] consumergoods
[644] fmcg
[602] fastmovingconsumergoods
[391] more
[369] visit
[359] cpgconnectnews
[264] hiring

Top Words in Tweet in G5:
[54] consumergoods
[33] here's
[33] helped
[33] global
[33] company
[33] enable
[33] rapid
[33] onboarding
[33] go
[33] market

Top Words in Tweet in G6:
[32] trade
[32] management
[32] critical
[32] growing
[32] cpg
[32] businesses
[32] profits
[32] qad
[32] blog
[31] qad_community

Top Words in Tweet in G7:
[109] consumergoods
[91] chemicalindustry
[77] venturecapital
[76] privateequity
[72] pharmaceutical
[70] facilitation
[67] pricingstrategy
[63] minoritysupplier
[56] pricing
[54] andré

Top Words in Tweet in G8:
[6] men
[4] commission
[4] law
[2] men's
[2] consumergoods
[2] domestic
[2] violence
[2] against
[2] raheemshaikh786
[2] sameerjainleo

Top Words in Tweet in G9:
[45] 5
[44] global
[44] market
[44] bn
[44] expected
[44] register
[44] cagr
[42] prudourresearch
[24] 8
[23] cvd

Top Words in Tweet in G10:
[28] brandless
[14] won
[14] smb
[14] award
[14] 2018
[14] congrats
[14] way
[13] consumer
[13] goods
[13] technology

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1175] gsp,ambassador
[1175] ambassador,kathryn
[1175] kathryn,bernardo
[1171] girlscoutsph,gsp
[857] retail,news
[673] consumergoods,fmcg
[637] cpg,consumergoods
[625] bernardo,l
[625] l,r
[625] r,gsp

Top Word Pairs in Tweet in G1:
[1172] gsp,ambassador
[1172] ambassador,kathryn
[1172] kathryn,bernardo
[1170] girlscoutsph,gsp
[624] bernardo,l
[624] l,r
[624] r,gsp
[624] gsp,ned
[624] ned,beng
[624] beng,santiago

Top Word Pairs in Tweet in G2:
[151] cpg,retail
[146] more,cpg
[126] cpgconnect,attention
[126] retail,news
[110] news,visit
[78] inc,hiring
[64] canada,inc
[49] consumergoods,companies
[48] consumergoods,industry
[47] supply,chain

Top Word Pairs in Tweet in G3:
[31] consumer,goods
[24] consumergoods,fyte
[17] job,recruitment
[15] consumergoods,consumerproducts
[15] gpainc,net
[13] womansclothing,fashion
[13] fashion,lifestyle
[13] lifestyle,clothing
[13] clothing,fitness
[13] fitness,attractive

Top Word Pairs in Tweet in G4:
[731] retail,news
[635] consumergoods,fmcg
[627] cpg,consumergoods
[602] fastmovingconsumergoods,retail
[581] fmcg,fastmovingconsumergoods
[372] more,cpg
[371] cpg,retail
[369] news,visit
[359] news,cpgconnectnews
[235] retail,jobs

Top Word Pairs in Tweet in G5:
[33] here's,helped
[33] helped,global
[33] global,consumergoods
[33] consumergoods,company
[33] company,enable
[33] enable,rapid
[33] rapid,onboarding
[33] onboarding,go
[33] go,market
[33] market,future

Top Word Pairs in Tweet in G6:
[32] trade,management
[32] management,critical
[32] critical,growing
[32] growing,cpg
[32] cpg,businesses
[32] businesses,profits
[32] profits,qad
[32] qad,blog
[31] qad_community,trade
[30] blog,tradeactivitymana

Top Word Pairs in Tweet in G7:
[91] consumergoods,chemicalindustry
[75] privateequity,venturecapital
[72] pharmaceutical,consumergoods
[54] andré,harrell
[46] chemicalindustry,smallbusiness
[38] regeneron,biogen
[35] facilitation,excellence
[35] excellence,andré
[35] venturecapital,minoritysupplier
[35] pricingstrategy,privateequity

Top Word Pairs in Tweet in G8:
[2] men's,commission
[2] consumergoods,law
[2] domestic,violence
[2] violence,against
[2] against,men
[2] raheemshaikh786,sameerjainleo
[2] sameerjainleo,leander
[2] leander,therahulmahajan
[2] therahulmahajan,adhyayanssuman
[2] adhyayanssuman,officiallyankit

Top Word Pairs in Tweet in G9:
[44] 5,bn
[44] expected,register
[44] register,cagr
[42] prudourresearch,global
[23] global,cvd
[23] cvd,diamond
[23] diamond,market
[23] market,estimated
[23] estimated,value
[23] value,around

Top Word Pairs in Tweet in G10:
[14] won,smb
[14] smb,award
[14] award,2018
[14] 2018,brandless
[13] brandless,consumer
[13] consumer,goods
[13] goods,technology
[13] technology,wow
[13] wow,congrats
[13] congrats,team

Top Replied-To
Top Replied-To in Entire Graph:
@salesforce
@tillsd
@amazonhelp
@gillette
@housegop
@2coms_career
@kroger
@gpainc
@brandless
@amazon

Top Replied-To in G2:
@gillette
@tillsd
@amazonhelp
@kroger
@cocacolaco
@abinbev
@walgreensco
@pernod_ricard
@amazon
@proctergamble

Top Replied-To in G3:
@gpainc

Top Replied-To in G6:
@qad_community

Top Replied-To in G7:
@upcomingvc

Top Replied-To in G8:
@rahulgandhi
@raheemshaikh786

Top Replied-To in G10:
@brandless

Top Mentioned
Top Mentioned in Entire Graph:
@girlscoutsph
@bernardokath
@min_bernardo
@cpgconnect
@sap_cp
@cgtmagazine
@perfectionpkg
@dongordon5
@prudourresearch
@leopharmaus

Top Mentioned in G1:
@girlscoutsph
@bernardokath
@min_bernardo
@thompsonjen_211
@bernardomin

Top Mentioned in G2:
@cpgconnect
@sap_cp
@cgtmagazine
@dongordon5
@cxiforum
@theleuker
@pepsico
@sap_retail
@sapleonardo
@evankirstel

Top Mentioned in G3:
@domainfq
@2stallions
@spendedge
@ibi09215767
@packaged_facts
@david1976aus

Top Mentioned in G4:
@perfectionpkg
@cpgconnect
@prs_europe
@bobstglobal
@buhler_group
@epfl
@logitech
@choyungtea
@cseminfo
@stayinfront

Top Mentioned in G5:
@cognizant
@ciieonline
@netsuite

Top Mentioned in G6:
@qad_community

Top Mentioned in G7:
@leopharmaus
@regeneron
@biogen
@abbottglobal
@shiseidousa
@jaguarusa
@bentleymotors
@eudaiichisankyo
@irokousa
@sanofi

Top Mentioned in G8:
@sameerjainleo
@leander
@therahulmahajan
@adhyayanssuman
@officiallyankit
@arbaazskhan
@ihrithik
@abhijeetsinger
@attorneybharti
@khanamanatullah

Top Mentioned in G9:
@prudourresearch

Top Mentioned in G10:
@brandless
@tinasharkey
@camille_krieb
@eutopiavc
@beautytechparis
@cgtmagazine

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@piyuanker12
@resilient_ent
@marcodacostafx
@evankirstel
@instapundit
@ottlegalrebels
@httweets
@bkindngood
@saleehmuhammed1

Top Tweeters in G1:
@ni2qf
@kpascua26
@queenel67985463
@palacioyen
@kathniellifetim
@rasaverd
@raaceberry
@marsloveskn
@indaykikay13
@imitchie_525kn

Top Tweeters in G2:
@amazonhelp
@piyuanker12
@evankirstel
@business
@reuters
@telegraph
@mikeyangus
@thedrum
@victoriassecret
@newshour

Top Tweeters in G3:
@waqtnewstv
@citizensintel
@bikejourno
@olivermassmann
@ralexjimenez
@billstankiewicz
@articlestocks
@nbombourg
@seofixup
@kvanderhoydonk

Top Tweeters in G4:
@compellingsites
@entwistletx
@machinelearn_d
@betterjobsearch
@goalsecom
@premierpapercm
@logitech
@freedomtank
@yourfeetcome1st
@cyainz

Top Tweeters in G5:
@saleehmuhammed1
@imran913imran
@leyby69
@mas06706465
@muhammad0k
@afalsaleh_al
@zaidamariagonz1
@elnene00793227
@jorgerojasello1
@mithtoy

Top Tweeters in G6:
@qad_community
@kmode101
@t_lynn412
@ginomgarofalo
@gmaheshkumar
@swahdatehagh
@lucamix76
@jdavid125
@dynasys
@markfuller1979

Top Tweeters in G7:
@resilient_ent
@terzima
@aminekorchimd
@jaguarusa
@isai_fr
@adrienchl
@aharrell2000
@sanofi
@abbottglobal
@fit

Top Tweeters in G8:
@zeenews
@srbachchan
@iamsrk
@beingsalmankhan
@madhukishwar
@therahulmahajan
@raheemshaikh786
@realpreityzinta
@attorneybharti
@tavleen_singh

Top Tweeters in G9:
@adolfwatson1
@entersmo
@ritu7870
@stevenj95151492
@henryhank5
@gulshanrana29
@donbradman3
@lewiscarroll475
@booster_seo
@hosting_world

Top Tweeters in G10:
@grouphomesinc
@laissamouen
@myprivatebrand
@odile_roujol
@lsfox
@santodelrey
@brandless
@redpointvc
@markmasonsilver
@tinasharkey