risnewsinsights, Twitter, 7/3/2019 3:53:21 PM, 201909


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risnewsinsights_2019-07-03_08-45-09.xlsx
risnewsinsights_2019-07-03_08-45-09.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 03, 2019
Short Description:
risnewsinsights via NodeXL http://bit.ly/2Yw0Yaa
@risnewsinsights
@simoneknaap
@retailaggregate
@disruptordaily
@sap_retail
@velocityww
@perchexperience
@tycoretailnews
@tonycdonofrio
@manhassocnews

Top hashtags:
#retail
#retailtech
#retailers
#grocery
#supplychain

Description:
Description
The graph represents a network of 343 Twitter users whose tweets in the requested range contained "risnewsinsights", 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 15:47 UTC.

The requested start date was Wednesday, 03 July 2019 at 15:45 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 92-day, 19-hour, 26-minute period from Monday, 01 April 2019 at 10:45 UTC to Wednesday, 03 July 2019 at 06:11 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 : 343
Unique Edges : 428
Edges With Duplicates : 942
Total Edges : 1370
Self-Loops : 201
Reciprocated Vertex Pair Ratio : 0.0634615384615385
Reciprocated Edge Ratio : 0.119349005424955
Connected Components : 7
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 329
Maximum Edges in a Connected Component : 1356
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.496136
Graph Density : 0.00471416636830171
Modularity : 0.251544
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[30] https://risnews.com/order-management-and-flexible-fulfillment-meeting-customer-and-associate-demands
[27] https://www.surveymonkey.com/r/XY3778C
[17] https://risnews.com/8-evolving-shopper-trends-you-need-know-now
[15] https://risnews.com/may-2019
[14] https://event.webcasts.com/starthere.jsp?ei=1244132&tp_key=f79182b6e0&sti=sc
[14] https://risnews.com/retail-robotics-productivity-efficiency-and-compliance
[14] https://risnews.com/managing-ferocious-labor-market
[14] https://risnews.com/influentials-top-movers-and-shakers-retail-2019?utm_source=omeda&utm_medium=email&utm_campaign=NL_RIS+Executive+Insight&utm_keyword=&oly_enc_id=0462A0032034I4U
[12] https://risnews.com/leveraging-geographic-analytics-gain-holistic-view-local-demand
[12] https://risnews.com/2019-grocery-tech-trends-study

Top URLs in Tweet in G1:
[23] https://www.surveymonkey.com/r/XY3778C
[12] https://risnews.com/order-management-and-flexible-fulfillment-meeting-customer-and-associate-demands
[10] https://event.webcasts.com/starthere.jsp?ei=1244132&tp_key=f79182b6e0&sti=sc
[10] https://risnews.com/retail-robotics-productivity-efficiency-and-compliance
[10] https://risnews.com/8-evolving-shopper-trends-you-need-know-now
[9] https://risnews.com/influentials-top-movers-and-shakers-retail-2019?utm_source=omeda&utm_medium=email&utm_campaign=NL_RIS+Executive+Insight&utm_keyword=&oly_enc_id=0462A0032034I4U
[8] https://risnews.com/2019-grocery-tech-trends-study
[8] https://risnews.com/sharpening-omnichannel-inventory-management-razors-edge
[8] https://risnews.com/inventory-accuracy-targeting-satisfied-consumers
[7] https://risnews.com/may-2019

Top URLs in Tweet in G2:
[11] https://risnews.com/order-management-and-flexible-fulfillment-meeting-customer-and-associate-demands
[8] https://risnews.com/managing-ferocious-labor-market
[6] https://risnews.com/leveraging-geographic-analytics-gain-holistic-view-local-demand
[5] https://risnews.com/8-evolving-shopper-trends-you-need-know-now
[5] https://risnews.com/may-2019
[5] https://risnews.com/streamlining-store-simplify-shopping
[4] https://risnews.com/brave-new-world-computer-vision-4-things-retailers-need-know
[4] https://risnews.com/empowering-store-retail-workforce
[4] https://risnews.com/katie-finnegan-leaving-walmart
[4] https://risnews.com/29th-annual-retail-technology-study-retail-accelerates

Top URLs in Tweet in G3:
[3] https://twitter.com/risnewsinsights/status/1115600132232187904
[2] https://risnews.com/8-ways-ulta-building-store-future
[1] https://risnews.com/americas-5-most-loved-retailers?utm_source=omeda&utm_medium=email&utm_campaign=NL_RIS+Executive+Insight&utm_keyword=&oly_enc_id=0462A0032034I4U
[1] https://risnews.com/8-evolving-shopper-trends-you-need-know-now
[1] https://twitter.com/risnewsinsights/status/1131559009457246209
[1] https://risnews.com/costco-seeks-solve-checkout-woes?oly_enc_id=7809F7475478B1Q
[1] https://twitter.com/risnewsinsights/status/1121406153806815233
[1] https://risnews.com/top-5-strategies-watch-over-next-12-months
[1] https://risnews.com/nikes-digital-transformation-slam-dunk?utm_source=omeda&utm_medium=email&utm_campaign=NL_RIS%20Executive%20Insight&utm_keyword=&ajs_uid=8686C5212256A9S&oly_enc_id=8686C5212256A9S&ajs_trait_oebid=5235H5701912B7O
[1] https://risnews.com/americas-5-most-loved-retailers

Top URLs in Tweet in G4:
[6] https://risnews.com/order-management-and-flexible-fulfillment-meeting-customer-and-associate-demands
[2] https://www.surveymonkey.com/r/XY3778C
[2] https://risnews.com/developing-smart-retail-workforce?from=gate&utm_source=twitter&utm_medium=social&utm_campaign=risdevsmartinfographic
[1] https://risnews.com/rei-ditches-its-print-catalog-uncommon-path
[1] https://risnews.com/8-evolving-shopper-trends-you-need-know-now?oly_enc_id=2348G3886712G0W
[1] https://risnews.com/petco-opens-store-kitchen-dogs
[1] https://risnews.com/avis-budget-group-unleashes-power-its-workforce-through-new-workjam-and-jda-partnership
[1] https://risnews.com/new-yorks-first-and-only-outlet-center-opens-its-doors?utm_source=omeda&utm_medium=email&utm_campaign=NL_RIS+Weekender+Insights+%26+Reports&utm_keyword=&oly_enc_id=7809F7475478B1Q
[1] https://risnews.com/retail-robotics-productivity-efficiency-and-compliance
[1] https://risnews.com/may-2019

Top URLs in Tweet in G5:
[1] https://risnews.com/influentials-top-movers-and-shakers-retail-2019?platform=hootsuite
[1] https://risnews.com/vitamin-shoppe-goes-live-revamped-loyalty-program
[1] https://lnkd.in/g2KJu_W

Top URLs in Tweet in G6:
[4] https://event.webcasts.com/starthere.jsp?ei=1244132&tp_key=f79182b6e0&sti=zebra
[3] https://risnews.com/2019-grocery-tech-trends-study
[1] https://sumall.com/thankyou?utm_source=twitter&utm_medium=publishing&utm_campaign=thank_you_tweet&utm_content=text_and_media&utm_term=085a07f4704f23b865b96679
[1] http://bit.ly/2XrTwkg
[1] https://twitter.com/risnewsinsights/status/1123984865953763329
[1] https://risnews.com/may-2019
[1] https://risnews.com/new-yorks-first-and-only-outlet-center-opens-its-doors?utm_source=omeda&utm_medium=email&utm_campaign=NL_RIS+Weekender+Insights+%26+Reports&utm_keyword=&oly_enc_id=7809F7475478B1Q
[1] https://risnews.com/top-companies-disrupting-retail
[1] https://www.disruptordaily.com/state-of-blockchain-in-retail/
[1] https://twitter.com/risnewsinsights/status/1113056492972847105

Top URLs in Tweet in G7:
[3] https://event.webcasts.com/starthere.jsp?ei=1244132&tp_key=f79182b6e0&sti=zebra
[2] https://risnews.com/ris-talks-inventory-improvement-belks-tim-carney
[2] https://twitter.com/risnewsinsights/status/1125838082866126848
[1] https://risnews.com/zebra-technologies-acquire-profitect
[1] https://risnews.com/brian-seewald-discusses-dsws-ongoing-digital-transformation
[1] https://risnews.com/retails-top-10-grocers

Top URLs in Tweet in G8:
[2] https://risnews.com/self-service-where-retailer-and-shopper-goals-overlap
[1] https://risnews.com/supply-chain-blockchain-how-it-will-change-3pl-industry
[1] https://risnews.com/order-management-and-flexible-fulfillment-meeting-customer-and-associate-demands

Top URLs in Tweet in G9:
[2] https://risnews.com/locus-robotics-and-manhattan-associates-partner
[1] https://twitter.com/risnewsinsights/status/1130900530161700865
[1] https://risnews.com/retail-robotics-productivity-efficiency-and-compliance
[1] https://risnews.com/may-2019

Top URLs in Tweet in G10:
[4] https://risnews.com/how-ai-driven-strategies-can-help-retailers-connect-dots-shoppers-signals
[3] https://risnews.com/influentials-top-movers-and-shakers-retail-2019
[2] https://risnews.com/influentials-top-movers-and-shakers-retail-2019?utm_source=omeda&utm_medium=email&utm_campaign=NL_RIS+Executive+Insight&utm_keyword=&oly_enc_id=0462A0032034I4U
[1] https://twitter.com/risnewsinsights/status/1123950578445504521
[1] https://lnkd.in/eePBhin
[1] https://lnkd.in/eQFd4vG

Top Domains
Top Domains in Tweet in Entire Graph:
[705] risnews.com
[27] surveymonkey.com
[27] dy.si
[26] twitter.com
[23] webcasts.com
[4] lnkd.in
[3] okt.to
[3] microsoft.com
[2] gph.is
[2] disruptordaily.com

Top Domains in Tweet in G1:
[374] risnews.com
[23] surveymonkey.com
[18] dy.si
[11] webcasts.com
[7] twitter.com
[2] radian6.com
[1] gph.is
[1] disruptordaily.com
[1] microsoft.com
[1] okt.to

Top Domains in Tweet in G2:
[201] risnews.com
[7] dy.si
[3] webcasts.com
[2] microsoft.com
[2] surveymonkey.com
[2] okt.to
[1] gph.is
[1] kibocommerce.com
[1] radial.com

Top Domains in Tweet in G3:
[29] risnews.com
[5] twitter.com
[2] tonydonofrio.com
[1] webcasts.com

Top Domains in Tweet in G4:
[35] risnews.com
[2] surveymonkey.com
[2] twitter.com
[1] webcasts.com

Top Domains in Tweet in G5:
[2] risnews.com
[1] lnkd.in

Top Domains in Tweet in G6:
[23] risnews.com
[4] webcasts.com
[2] twitter.com
[1] sumall.com
[1] bit.ly
[1] disruptordaily.com

Top Domains in Tweet in G7:
[5] risnews.com
[3] webcasts.com
[2] twitter.com

Top Domains in Tweet in G8:
[4] risnews.com

Top Domains in Tweet in G9:
[4] risnews.com
[1] twitter.com

Top Domains in Tweet in G10:
[9] risnews.com
[2] lnkd.in
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[372] retail
[141] retailtech
[46] retailers
[37] grocery
[36] supplychain
[32] technology
[32] inventory
[27] leaveyourlegacy
[27] teaminfor
[25] customerexperience



Top Hashtags in Tweet in G1:
[205] retail
[90] retailtech
[21] grocery
[20] inventory
[19] leaveyourlegacy
[18] retailers
[18] teaminfor
[17] supplychain
[14] technology
[14] iwork4kronos

Top Hashtags in Tweet in G2:
[87] retail
[37] retailtech
[10] retailers
[9] grocery
[9] inventory
[7] supplychain
[7] technology
[7] teaminfor
[6] analytics
[6] leaveyourlegacy

Top Hashtags in Tweet in G3:
[19] retail
[9] innovation
[8] leadership
[4] omnichannel
[4] retailinnovation
[3] usa
[3] customerexperience
[2] retailers
[2] retailtech
[2] bopis

Top Hashtags in Tweet in G4:
[23] retail
[8] retailtech
[7] technology
[6] supplychain
[4] customerexperience
[4] ecommerce
[4] apparel
[3] fulfillment
[3] grocery
[3] warehouse

Top Hashtags in Tweet in G5:
[19] retail
[1] technology
[1] aptosengage19
[1] retailers

Top Hashtags in Tweet in G6:
[7] retail
[2] retailtech
[2] ecommerce
[1] grocery
[1] ai
[1] omnichannel
[1] inventorymanagement
[1] disruptor50

Top Hashtags in Tweet in G7:
[3] profitectcustomer
[2] newsalert
[1] valasys
[1] ai
[1] martech

Top Hashtags in Tweet in G8:
[8] retailers
[4] blockchain
[1] omnichannel

Top Hashtags in Tweet in G9:
[6] robots
[6] supplychain
[4] retail
[3] automation
[1] technology
[1] grocery
[1] retailtech
[1] robotic
[1] manhmo
[1] manhattanmomentum2019

Top Hashtags in Tweet in G10:
[5] ai
[4] retail
[3] retailers
[3] price
[1] ml
[1] datascience
[1] prices

Top Words
Top Words in Tweet in Entire Graph:
[756] Words in Sentiment List#1: Positive
[208] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[16387] Non-categorized Words
[17351] Total Words
[608] risnewsinsights
[372] #retail
[141] #retailtech
[139] retailers
[122] 2019

Top Words in Tweet in G1:
[205] #retail
[149] risnewsinsights
[90] #retailtech
[66] s
[64] retail
[62] retailers
[55] 2019
[53] out
[47] top
[44] store

Top Words in Tweet in G2:
[271] risnewsinsights
[87] #retail
[37] #retailtech
[36] s
[34] out
[33] retailers
[29] new
[25] top
[23] retail
[22] store

Top Words in Tweet in G3:
[34] risnewsinsights
[19] #retail
[17] retailers
[10] more
[9] #innovation
[8] #leadership
[6] amazon
[6] 5
[6] stores
[6] one

Top Words in Tweet in G4:
[48] risnewsinsights
[23] #retail
[10] retail
[8] #retailtech
[7] #technology
[6] out
[6] tech
[6] #supplychain
[6] plan
[6] more

Top Words in Tweet in G5:
[27] aptos_retail
[20] risnewsinsights
[19] #retail
[19] learn
[18] aptos
[18] ceo
[18] culture
[18] leader
[18] noelgoggin
[18] named

Top Words in Tweet in G6:
[31] risnewsinsights
[10] grocery
[9] technology
[8] retailers
[7] #retail
[7] trends
[7] learn
[6] tech
[6] retail
[6] 2019

Top Words in Tweet in G7:
[8] risnewsinsights
[4] tim
[4] carney
[4] belk
[3] learn
[3] grocery
[3] zebratechnology
[3] analytics
[3] #profitectcustomer
[2] webinar

Top Words in Tweet in G8:
[10] sap_retail
[8] self
[8] service
[8] technologies
[8] new
[8] frontier
[8] brick
[8] mortar
[8] stores
[8] see

Top Words in Tweet in G9:
[7] value
[7] risnewsinsights
[7] manhassocnews
[6] using
[6] #robots
[6] #supplychain
[6] significantly
[6] improved
[6] ecosystem
[6] collaborates

Top Words in Tweet in G10:
[11] risnewsinsights
[8] revionics
[7] top
[5] out
[5] movers
[5] shakers
[5] 2019
[5] #ai
[4] #retail
[4] shares

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[50] risnewsinsights,#retail
[37] #retail,2019
[35] check,out
[33] top,movers
[33] movers,shakers
[32] #retail,#retailtech
[30] 2019,risnewsinsights
[30] influentials,top
[28] stay,above
[28] above,water

Top Word Pairs in Tweet in G1:
[27] risnewsinsights,#retail
[21] #retail,#retailtech
[21] influentials,top
[21] top,movers
[21] movers,shakers
[19] stay,above
[19] above,water
[19] water,thrive
[19] thrive,amidst
[19] amidst,changing

Top Word Pairs in Tweet in G2:
[11] check,out
[10] find,out
[9] need,know
[9] risnewsinsights,miss
[8] risnewsinsights,roadmap
[8] roadmap,alert
[8] risnewsinsights,know
[8] ris,accepting
[7] #retail,#retailtech
[7] risnewsinsights,check

Top Word Pairs in Tweet in G3:
[12] risnewsinsights,#retail
[5] #innovation,#leadership
[4] #retail,#innovation
[4] #retail,#retailinnovation
[3] list,risnewsinsights
[3] #usa,pov
[3] check,out
[3] well,done
[3] done,including
[3] including,homedepot

Top Word Pairs in Tweet in G4:
[4] #retailtech,solutions
[4] solutions,guide
[3] #retail,#technology
[3] ris,accepting
[3] up,coming
[3] eighty,percent
[3] percent,grocers
[3] grocers,plan
[3] plan,increase
[3] increase,tech

Top Word Pairs in Tweet in G5:
[18] aptos,ceo
[18] ceo,culture
[18] culture,leader
[18] leader,noelgoggin
[18] noelgoggin,named
[18] named,top
[18] top,mover
[18] mover,shaker
[18] shaker,#retail
[18] #retail,2019

Top Word Pairs in Tweet in G6:
[4] webinar,risnewsinsights
[4] grocery,tech
[3] uncover,second
[3] second,wave
[3] wave,innovation
[3] innovation,sweeping
[3] sweeping,through
[3] through,grocery
[3] grocery,retailing
[3] retailing,webinar

Top Word Pairs in Tweet in G7:
[4] tim,carney
[2] webinar,risnewsinsights
[2] join,risnewsinsights
[2] risnewsinsights,june
[2] june,19
[2] 19,2
[2] 2,00
[2] 00,pm
[2] pm,edt
[2] edt,learn

Top Word Pairs in Tweet in G8:
[8] self,service
[8] service,technologies
[8] technologies,new
[8] new,frontier
[8] frontier,brick
[8] brick,mortar
[8] mortar,stores
[8] stores,see
[8] see,#retailers
[8] #retailers,jumping

Top Word Pairs in Tweet in G9:
[6] value,using
[6] using,#robots
[6] #robots,#supplychain
[6] #supplychain,significantly
[6] significantly,improved
[6] improved,ecosystem
[6] ecosystem,collaborates
[5] manhassocnews,value
[5] collaborates,com
[3] risnewsinsights,ris

Top Word Pairs in Tweet in G10:
[5] top,movers
[5] movers,shakers
[3] revionics,founder
[3] founder,evp
[3] evp,jeff
[3] jeff,smith
[3] out,risnewsinsights
[3] risnewsinsights,shares
[3] shares,'influentials
[3] 'influentials,top

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@risnewsinsights
@aptos_retail
@envistaspplychn
@arm
@noelgoggin
@vargosolutions
@hugheson
@zebraretail
@infor
@esri

Top Mentioned in G1:
@risnewsinsights
@arm
@envistaspplychn
@vargosolutions
@zebraretail
@radialcorp
@cegidworldwide
@hugheson
@joeskorupa
@reflexissystems

Top Mentioned in G2:
@risnewsinsights
@envistaspplychn
@hugheson
@infor
@reflexissystems
@esri
@arm
@vargosolutions
@dieboldnixdorf
@aptos_retail

Top Mentioned in G3:
@risnewsinsights
@homedepot
@walmart
@amazon
@target
@ultabeauty
@dicks
@emmasiow
@dollartree
@lowes

Top Mentioned in G4:
@risnewsinsights
@envistaspplychn
@vargosolutions
@zebratechnology
@simoneknaap
@arm
@walmart
@lululemon
@ikeausa

Top Mentioned in G5:
@aptos_retail
@risnewsinsights
@noelgoggin
@vitaminshoppe

Top Mentioned in G6:
@risnewsinsights
@zebraretail
@toshibacommerce
@k3software
@pgrocer
@noelgoggin
@drlucaslu
@brendan_miller
@joeskorupa
@cjbeckner

Top Mentioned in G7:
@risnewsinsights
@belk
@zebratechnology
@profitect
@pgrocer
@valasysb2b
@dsw_us
@timdenman
@aholddelhaize
@kristinevick

Top Mentioned in G8:
@sap_retail
@risnewsinsights

Top Mentioned in G9:
@risnewsinsights
@manhassocnews
@locusrobotics
@j_santagate
@idc
@simoneknaap

Top Mentioned in G10:
@risnewsinsights
@revionics
@marchaf
@brendanwitcher
@forrester

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@walmart
@santchiweb
@compellingsites
@lululemon
@nordstrom
@erangatennakoon
@cnet
@ocado
@rhianna

Top Tweeters in G1:
@ocado
@rhianna
@billquiseng
@netclubj1
@kroger
@advancingretail
@safeway
@petco
@jchengery
@7eleven

Top Tweeters in G2:
@ref
@comcast
@5h15h
@malaikaamina
@rohitkrgupta
@esri
@epsonamerica
@biglots
@dieboldnixdorf
@retailaggregate

Top Tweeters in G3:
@walmart
@compellingsites
@cnet
@lowes
@macys
@ultabeauty
@target
@wegmans
@samsclub
@dicks

Top Tweeters in G4:
@sectest9
@lululemon
@rei
@heb
@bestbuy
@brainroaring
@guess
@nike
@arm
@discounttire

Top Tweeters in G5:
@vitaminshoppe
@aptos_retail
@brandogarcia
@flexengage
@krmpr
@webblet
@bjensendenver
@smelly_melly76
@vanessatrainor1
@nicolecrowe

Top Tweeters in G6:
@pgrocer
@ricardo_belmar
@gregbuzek
@orderhive
@retailxpert
@cjbeckner
@zebraretail
@k3software
@toshibacommerce
@disruptordaily

Top Tweeters in G7:
@erangatennakoon
@dsw_us
@edgeiotai
@kristinevick
@belk
@zebratechnology
@sasretail
@tapan_patel
@dmitchell_
@profitect

Top Tweeters in G8:
@sergioarandag
@sap_retail
@stevemauchline
@kernra
@theleuker
@boe_jean_marc
@mcplansing
@georgetroy_auth
@carinasmessage1
@nordicspindoc

Top Tweeters in G9:
@santchiweb
@scottwluton
@manhassocnews
@idc
@tracysimek
@kzate
@j_santagate
@locusrobotics

Top Tweeters in G10:
@forrester
@araffalovich
@teviawhite
@revionics
@brendanwitcher
@marchaf
@schnurdog
@crodrigu38