EnsembleIQ, Twitter, 1/19/2019 10:59:33 PM, 182543


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EnsembleIQ_2019-01-19_14-02-27.xlsx
EnsembleIQ_2019-01-19_14-02-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 19, 2019
Short Description:
EnsembleIQ via NodeXL http://bit.ly/2U26Hlr
@ensembleiq
@rammeld7
@walmart
@retailaggregate
@jimdudlicek
@randyhofbauer
@drugstorenews
@risnewsinsights
@cpginsights
@cgtmagazine

Top hashtags:
#nrf2019
#retail
#rcas19
#retailtech
#retailnews
#nyc
#chicago
#ensembleiq

Description:
Description
The graph represents a network of 42 Twitter users whose tweets in the requested range contained "EnsembleIQ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 19 January 2019 at 22:02 UTC.

The requested start date was Saturday, 19 January 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 10-day, 19-hour, 18-minute period from Monday, 07 January 2019 at 11:30 UTC to Friday, 18 January 2019 at 06:48 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 : 42
Unique Edges : 48
Edges With Duplicates : 63
Total Edges : 111
Number of Edge Types : 2
Mentions : 90
Tweet : 21
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.0545454545454545
Reciprocated Edge Ratio : 0.103448275862069
Connected Components : 10
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 22
Maximum Edges in a Connected Component : 80
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.070175
Graph Density : 0.0336817653890825
Modularity : 0.393089
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://ensembleiq.dragonforms.com/init.do?omedasite=RIS_prefnew
[3] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201812/index.php#/38
[2] https://www.youtube.com/watch?v=RXxYzeeIPuQ

[2] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201901/index.php#/58
[1] https://twitter.com/i/web/status/1086153331003641856
[1] https://twitter.com/i/web/status/1052612225054269440
[1] https://www.consumergoods.com/analytics-summit
[1] http://www.prweb.com/releases/2019/1/prweb16036834.htm
[1] https://www.footcarexpress.com/
[1] https://lnkd.in/eTKaRNC

Top URLs in Tweet in G1:
[12] https://ensembleiq.dragonforms.com/init.do?omedasite=RIS_prefnew
[1] https://twitter.com/i/web/status/1085635369436151809
[1] https://progressivegrocer.com/TWIGNominations
[1] https://www.path2purchasesummit.com/2019/homepage
[1] https://shoppermarketingmag.com/join-p2pi
[1] https://www.youtube.com/watch?v=RXxYzeeIPuQ

[1] https://risnews.com/best-nrf-2019-top-10-takeaways
[1] https://twitter.com/i/web/status/1085939810941001728
[1] https://twitter.com/i/web/status/1084529208423055361
[1] https://twitter.com/i/web/status/1084801096562950144

Top URLs in Tweet in G2:
[2] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201901/index.php#/58
[1] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201810/index.php?utm_source=All+Associates&utm_campaign=5776355e18-Hamacher_Company_News01_2016_COPY_01&utm_medium=email&utm_term=0_17b813514b-5776355e18-81278153#/28

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1086153331003641856
[1] https://www.youtube.com/watch?v=RXxYzeeIPuQ


Top URLs in Tweet in G4:
[1] https://www.consumergoods.com/analytics-summit
[1] http://www.prweb.com/releases/2019/1/prweb16036834.htm
[1] http://www.consumergoods.com/analytics-summit
[1] https://events.ensembleiq.com/rcas-2019
[1] https://lnkd.in/eQUscAN
[1] https://lnkd.in/ee6X9S2
[1] https://lnkd.in/e6ApQwh
[1] https://twitter.com/i/web/status/1085639355673251841

Top URLs in Tweet in G5:
[1] https://events.ensembleiq.com/rcas-2019?utm_content=82124358&utm_medium=social&utm_source=twitter&hss_channel=tw-290865230
[1] https://hubs.ly/H0g4kM00
[1] https://lnkd.in/e4sNkg9
[1] https://lnkd.in/eP7YUGs
[1] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201812/index.php#/30
[1] https://events.ensembleiq.com/rcas-2019?utm_content=82885695&utm_medium=social&utm_source=twitter&hss_channel=tw-386433993

Top URLs in Tweet in G6:
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/csa_20181112/index.php#/10

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1052612225054269440

Top URLs in Tweet in G8:
[3] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201812/index.php#/38
[1] https://www.footcarexpress.com/
[1] https://lnkd.in/eTKaRNC

Top Domains
Top Domains in Tweet in Entire Graph:
[12] dragonforms.com
[10] twitter.com
[8] nxtbook.com
[6] lnkd.in
[3] ensembleiq.com
[2] consumergoods.com
[2] risnews.com
[2] youtube.com
[1] prweb.com
[1] footcarexpress.com

Top Domains in Tweet in G1:
[12] dragonforms.com
[7] twitter.com
[2] risnews.com
[1] progressivegrocer.com
[1] path2purchasesummit.com
[1] shoppermarketingmag.com
[1] youtube.com

Top Domains in Tweet in G2:
[3] nxtbook.com

Top Domains in Tweet in G3:
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G4:
[3] lnkd.in
[2] consumergoods.com
[1] prweb.com
[1] ensembleiq.com
[1] twitter.com

Top Domains in Tweet in G5:
[2] ensembleiq.com
[2] lnkd.in
[1] hubs.ly
[1] nxtbook.com

Top Domains in Tweet in G6:
[1] nxtbook.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[3] nxtbook.com
[1] footcarexpress.com
[1] lnkd.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[26] nrf2019
[22] retail
[8] rcas19
[8] retailtech
[7] retailnews
[5] nyc
[5] chicago
[3] ensembleiq
[3] technology
[3] data



Top Hashtags in Tweet in G1:
[21] nrf2019
[15] retail
[8] retailtech
[7] retailnews
[2] twig19
[2] topwomen
[2] grocery
[2] groceryindustry
[2] p2psummit
[2] fomo

Top Hashtags in Tweet in G2:
[2] pharmacy
[2] medadherence
[1] brand
[1] retail
[1] cpg

Top Hashtags in Tweet in G3:
[4] nyc
[4] nrf2019
[4] chicago
[3] retail
[2] technology
[2] rt
[1] labor
[1] foodservice
[1] twig19
[1] topwomen

Top Hashtags in Tweet in G4:
[6] rcas19
[3] data
[3] analytics
[2] retailer
[2] consumergoods
[2] retail
[1] walmart
[1] technology
[1] community
[1] iot

Top Hashtags in Tweet in G5:
[1] retail
[1] treasurehunts
[1] trends
[1] iot
[1] rcas19

Top Hashtags in Tweet in G7:
[2] workshop
[2] murtec
[2] executive
[2] ensembleiq

Top Hashtags in Tweet in G8:
[2] wearwhattheproswear
[1] nfl
[1] nba
[1] mlb
[1] carsandsports
[1] footcarexpress
[1] insiteinsoles

Top Words
Top Words in Tweet in Entire Graph:
[61] Words in Sentiment List#1: Positive
[27] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1522] Non-categorized Words
[1610] Total Words
[33] risnewsinsights
[26] nrf2019
[26] retail
[26] up
[21] ensembleiq

Top Words in Tweet in G1:
[33] risnewsinsights
[24] up
[21] nrf2019
[17] now
[15] retail
[15] newsletter
[13] signup
[13] ensembleiq
[11] bi
[11] weekly

Top Words in Tweet in G2:
[8] drugstorenews
[6] omnicell's
[6] scott
[6] seidelmann
[6] rebecca
[6] chater
[6] company's
[6] vision
[5] latest
[5] issue

Top Words in Tweet in G3:
[4] heading
[4] nyc
[4] nrf2019
[4] chilly
[4] day
[4] chicago
[4] 1
[4] stop
[4] ensembleiq's
[4] booth

Top Words in Tweet in G4:
[9] walmart
[6] rcas19
[6] learn
[5] opening
[5] keynote
[4] analytics
[4] announced
[4] speaker
[4] join
[4] designing

Top Words in Tweet in G5:
[4] retail
[2] consumer
[2] goods
[2] analytics
[2] summit
[2] trends
[2] see
[2] 2019
[2] store
[2] better

Top Words in Tweet in G6:
[2] icymi
[2] 2019
[2] bring
[2] physical
[2] stores
[2] minimally
[2] fleet
[2] optimization
[2] advanced
[2] store

Top Words in Tweet in G7:
[3] reventionpos1
[2] excited
[2] meet
[2] workshop
[2] murtec
[2] executive
[2] summit
[2] product
[2] ensembleiq

Top Words in Tweet in G8:
[3] footcarexpress
[2] check
[2] out
[2] wearwhattheproswear
[2] drug
[2] store
[2] news

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] newsletter,now
[14] booth,4901
[11] check,out
[11] risnewsinsights,ensembleiq
[11] bi,weekly
[11] weekly,newsletter
[9] stay,up
[9] up,date
[9] out,risnewsinsights
[9] ensembleiq,booth

Top Word Pairs in Tweet in G1:
[15] newsletter,now
[11] bi,weekly
[11] weekly,newsletter
[11] risnewsinsights,ensembleiq
[9] stay,up
[9] up,date
[9] check,out
[9] out,risnewsinsights
[9] ensembleiq,booth
[9] booth,4901

Top Word Pairs in Tweet in G2:
[6] omnicell's,scott
[6] scott,seidelmann
[6] seidelmann,rebecca
[6] rebecca,chater
[6] company's,vision
[5] latest,issue
[5] issue,drugstorenews
[5] drugstorenews,omnicell's
[5] chater,discuss
[5] discuss,company's

Top Word Pairs in Tweet in G3:
[4] heading,nyc
[4] nyc,nrf2019
[4] nrf2019,chilly
[4] chilly,day
[4] day,chicago
[4] chicago,1
[4] 1,stop
[4] stop,ensembleiq's
[4] ensembleiq's,booth
[4] booth,4901

Top Word Pairs in Tweet in G4:
[5] opening,keynote
[4] walmart,announced
[4] announced,opening
[4] keynote,speaker
[4] speaker,rcas19
[4] rcas19,join
[4] join,learn
[4] learn,walmart
[4] walmart,designing
[4] designing,intelligent

Top Word Pairs in Tweet in G5:
[2] retail,consumer
[2] consumer,goods
[2] goods,analytics
[2] analytics,summit

Top Word Pairs in Tweet in G6:
[2] icymi,2019
[2] 2019,bring
[2] bring,physical
[2] physical,stores
[2] stores,minimally
[2] minimally,fleet
[2] fleet,optimization
[2] optimization,advanced
[2] advanced,store
[2] store,technologies

Top Word Pairs in Tweet in G7:
[2] reventionpos1,excited
[2] excited,meet
[2] meet,workshop
[2] workshop,murtec
[2] murtec,executive
[2] executive,summit
[2] summit,product
[2] product,ensembleiq

Top Word Pairs in Tweet in G8:
[2] check,out
[2] drug,store
[2] store,news

Top Replied-To
Top Replied-To in Entire Graph:
@reventionpos1

Top Replied-To in G7:
@reventionpos1

Top Mentioned
Top Mentioned in Entire Graph:
@risnewsinsights
@ensembleiq
@drugstorenews
@pgrocer
@omnicell
@cgtmagazine
@walmart
@randyhofbauer
@omcladherence
@techpointind

Top Mentioned in G1:
@risnewsinsights
@ensembleiq
@pgrocer
@cgtmagazine
@techpointind
@powderkegco
@walmart
@ris
@rammeld7
@cintrifuse

Top Mentioned in G2:
@drugstorenews
@omnicell
@omcladherence
@zimsusa
@hrg_inc

Top Mentioned in G3:
@ensembleiq
@pgrocer
@randyhofbauer
@tsa
@albertsonscos

Top Mentioned in G4:
@walmart
@ensembleiq
@cgtmagazine
@randyhofbauer

Top Mentioned in G6:
@bdoconsumer
@chainstoreage

Top Mentioned in G7:
@reventionpos1

Top Mentioned in G8:
@footcarexpress

Top Tweeters
Top Tweeters in Entire Graph:
@walmart
@ashot_
@mcre1
@pgrocer
@drugstorenews
@simoneknaap
@risnewsinsights
@powderkegco
@techpointind
@omnicell

Top Tweeters in G1:
@simoneknaap
@risnewsinsights
@powderkegco
@techpointind
@cintrifuse
@rammeld7
@retailaggregate
@ensembleiq
@spring_global
@ris

Top Tweeters in G2:
@drugstorenews
@omnicell
@hrg_inc
@omcladherence
@zimsusa
@joni_gale
@lexiswearsblack
@kgeorgeomnicell

Top Tweeters in G3:
@pgrocer
@jimdudlicek
@tsa
@cpginsights
@ccentral360
@randyhofbauer
@albertsonscos

Top Tweeters in G4:
@walmart
@ashot_
@path2purchaseiq
@cgtmagazine
@davidshanker

Top Tweeters in G5:
@ivymobility
@aarete
@bceagle47
@jefftuk
@uicpharmdean

Top Tweeters in G6:
@chainstoreage
@bdoconsumer
@neilstockhambdo

Top Tweeters in G7:
@mcre1
@reventionpos1

Top Tweeters in G8:
@floydrag
@footcarexpress