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EnsembleIQ_2019-02-07_18-57-37.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 08, 2019
Short Description:
EnsembleIQ via NodeXL http://bit.ly/2SfRlh5
@mk_akitech
@simoneknaap
@cgtmagazine
@path2purchaseiq
@ensembleiq
@risnewsinsights
@tonycdonofrio
@joeskorupa
@freshneasybuzz
@jimdudlicek

Top hashtags:
#consumergoods
#rcas19
#retail
#dallas
#retailtech
#leagueofleaders

Description:
Description
The graph represents a network of 29 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 Friday, 08 February 2019 at 02:57 UTC.

The requested start date was Friday, 08 February 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 13-day, 16-hour, 15-minute period from Friday, 25 January 2019 at 06:26 UTC to Thursday, 07 February 2019 at 22:42 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 : 29
Unique Edges : 39
Edges With Duplicates : 25
Total Edges : 64
Number of Edge Types : 2
Mentions : 54
Tweet : 10
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0526315789473684
Reciprocated Edge Ratio : 0.1
Connected Components : 6
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 17
Maximum Edges in a Connected Component : 47
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.945946
Graph Density : 0.0492610837438424
Modularity : 0.469543
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://events.ensembleiq.com/rcas-2019/208595
[2] https://events.ensembleiq.com/rcas-2019
[2] https://ensembleiq.dragonforms.com/init.do?omedasite=StoreBrands_prefnew
[2] https://risnews.com/nrf-show-coverage-ensembleiq-2019
[1] https://events.ensembleiq.com/p2plu-bootcamp
[1] https://www.pehub.com/2019/02/pe-backed-ensembleiq-taps-jadown-as-chief-human-resources-officer/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/storebrands_201901/
[1] https://twitter.com/i/web/status/1090987148159995906
[1] https://lnkd.in/ePc-jUN
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/pg_201901/index.php#/0

Top URLs in Tweet in G1:
[1] https://events.ensembleiq.com/p2plu-bootcamp
[1] https://twitter.com/i/web/status/1090987148159995906

Top URLs in Tweet in G2:
[3] https://events.ensembleiq.com/rcas-2019/208595
[2] https://events.ensembleiq.com/rcas-2019

Top URLs in Tweet in G3:
[2] https://risnews.com/nrf-show-coverage-ensembleiq-2019
[1] https://risnews.com/nrf-show-coverage-ensembleiq-2019?ajs_uid=6577H0150145A3A&oly_enc_id=6577H0150145A3A&ajs_trait_oebid=5235H5701912B7O

Top URLs in Tweet in G4:
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/pg_201901/index.php#/0

Top URLs in Tweet in G5:
[2] https://ensembleiq.dragonforms.com/init.do?omedasite=StoreBrands_prefnew
[1] https://lnkd.in/ePc-jUN
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/storebrands_201901/
[1] https://www.pehub.com/2019/02/pe-backed-ensembleiq-taps-jadown-as-chief-human-resources-officer/?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[6] ensembleiq.com
[3] risnews.com
[2] dragonforms.com
[2] nxtbook.com
[1] pehub.com
[1] twitter.com
[1] lnkd.in

Top Domains in Tweet in G1:
[1] ensembleiq.com
[1] twitter.com

Top Domains in Tweet in G2:
[5] ensembleiq.com

Top Domains in Tweet in G3:
[3] risnews.com

Top Domains in Tweet in G4:
[1] nxtbook.com

Top Domains in Tweet in G5:
[2] dragonforms.com
[1] lnkd.in
[1] nxtbook.com
[1] pehub.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] consumergoods
[8] rcas19
[6] retail
[6] dallas
[5] retailtech
[4] leagueofleaders
[4] marketing
[4] brands
[3] retailer
[3] data



Top Hashtags in Tweet in G1:
[4] leagueofleaders
[3] retail
[3] dallas
[3] consumergoods
[2] shoppermarketing
[2] marketing
[2] brands
[1] amazon
[1] google
[1] facebook

Top Hashtags in Tweet in G2:
[8] rcas19
[7] consumergoods
[4] retailtech
[3] dallas
[3] data
[3] retailers
[3] artificialintelligence
[3] machinelearning
[2] marketing
[2] brands

Top Hashtags in Tweet in G3:
[3] nrf2019
[2] retailer
[1] retail
[1] innovation
[1] leadership
[1] retailnews
[1] retailtech

Top Hashtags in Tweet in G4:
[2] labor
[2] foodservice
[1] grocery
[1] supermarket
[1] retail

Top Hashtags in Tweet in G5:
[2] storebrands
[1] cpg
[1] retail
[1] shopper
[1] retailtechnology
[1] rcas

Top Words
Top Words in Tweet in Entire Graph:
[21] Words in Sentiment List#1: Positive
[4] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[756] Non-categorized Words
[781] Total Words
[11] path2purchaseiq
[10] ensembleiq
[10] consumergoods
[9] more
[8] rcas19

Top Words in Tweet in G1:
[7] path2purchaseiq
[6] ensembleiq
[4] next
[4] leagueofleaders
[4] speaking
[4] marketing
[3] speaker
[3] chris
[3] walton
[3] omnitalk

Top Words in Tweet in G2:
[8] rcas19
[7] consumergoods
[6] cgtmagazine
[6] announce
[6] 2019
[6] more
[4] path2purchaseiq
[4] happy
[4] andy
[4] speaker

Top Words in Tweet in G3:
[4] coverage
[3] risnewsinsights
[3] nrf2019
[2] good
[2] list
[2] links
[2] nrfbigshow
[2] ny
[2] see
[2] catch

Top Words in Tweet in G4:
[2] read
[2] visit
[2] albertsonscos'
[2] next
[2] generation
[2] store
[2] labor
[2] foodservice
[2] outlooks
[2] more

Top Words in Tweet in G5:
[4] up
[3] great
[2] keep
[2] storebrands
[2] news
[2] sign
[2] newsletter
[2] using
[2] link
[2] below

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6] league,leaders
[4] leaders,dallas
[4] 2019,speaker
[4] rcas19,happy
[4] happy,announce
[3] next,speaker
[3] speaker,path2purchaseiq
[3] path2purchaseiq,leagueofleaders
[3] leagueofleaders,chris
[3] chris,walton

Top Word Pairs in Tweet in G1:
[3] next,speaker
[3] speaker,path2purchaseiq
[3] path2purchaseiq,leagueofleaders
[3] leagueofleaders,chris
[3] chris,walton
[3] walton,omnitalk
[3] omnitalk,speaking
[3] speaking,retail
[3] retail,experiences
[3] experiences,change

Top Word Pairs in Tweet in G2:
[4] rcas19,happy
[4] happy,announce
[4] 2019,speaker
[3] cgtmagazine,rcas19
[3] more,register
[3] register,visit
[3] league,leaders
[3] visit,retailtech
[3] retailtech,data
[3] know,34

Top Word Pairs in Tweet in G3:
[2] good,list
[2] list,links
[2] links,risnewsinsights
[2] risnewsinsights,coverage
[2] coverage,nrf2019
[2] nrf2019,nrfbigshow
[2] nrfbigshow,ny
[2] ny,see
[2] catch,up
[2] up,retailer

Top Word Pairs in Tweet in G4:
[2] read,visit
[2] visit,albertsonscos'
[2] albertsonscos',next
[2] next,generation
[2] generation,store
[2] store,labor
[2] labor,foodservice
[2] foodservice,outlooks
[2] outlooks,more
[2] more,pgrocer's

Top Word Pairs in Tweet in G5:
[2] keep,up
[2] up,storebrands
[2] storebrands,news
[2] news,sign
[2] sign,up
[2] up,newsletter
[2] newsletter,using
[2] using,link
[2] link,below

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@path2purchaseiq
@ensembleiq
@cgtmagazine
@omnitalk
@simoneknaap
@risnewsinsights
@mk_akitech
@kelloggsus
@sandeepdadlani
@marsglobal

Top Mentioned in G1:
@path2purchaseiq
@ensembleiq
@omnitalk
@simoneknaap
@mk_akitech
@somoslala
@cschembri34
@ensemb
@cgtmagazine

Top Mentioned in G2:
@cgtmagazine
@path2purchaseiq
@ensembleiq
@walmart
@sandeepdadlani
@marsglobal
@kelloggsus

Top Mentioned in G3:
@risnewsinsights
@nrfbigshow
@tonycdonofrio

Top Mentioned in G4:
@albertsonscos
@pgrocer
@jimdudlicek

Top Mentioned in G5:
@store_brands

Top Tweeters
Top Tweeters in Entire Graph:
@walmart
@machinelearn_d
@pehub
@thechrischua
@pgrocer
@freshneasybuzz
@simoneknaap
@risnewsinsights
@tonycdonofrio
@jimdudlicek

Top Tweeters in G1:
@path2purchaseiq
@isitgametimeyet
@4twenty2tweets
@omnitalk
@somoslala
@ensembleiq
@mk_akitech
@cschembri34
@ensemb

Top Tweeters in G2:
@walmart
@machinelearn_d
@thechrischua
@simoneknaap
@marsglobal
@kelloggsus
@cgtmagazine
@sandeepdadlani

Top Tweeters in G3:
@risnewsinsights
@tonycdonofrio
@nrfbigshow
@joeskorupa
@unishopit

Top Tweeters in G4:
@pgrocer
@freshneasybuzz
@jimdudlicek
@albertsonscos

Top Tweeters in G5:
@pehub
@store_brands
@davidshanker


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