EnsembleIQ, Twitter, 2/7/2019 10:29:30 AM, 185682


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EnsembleIQ_2019-02-07_02-22-23.xlsx
EnsembleIQ_2019-02-07_02-22-23.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 07, 2019
Short Description:
EnsembleIQ via NodeXL http://bit.ly/2SdOdlI
@simoneknaap
@risnewsinsights
@cgtmagazine
@ensembleiq
@tonycdonofrio
@joeskorupa
@walmart
@freshneasybuzz
@jimdudlicek
@pehub

Top hashtags:
#rcas19
#consumergoods
#retailtech
#retail
#nrf2019
#retailers

Description:
Description
The graph represents a network of 24 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 Thursday, 07 February 2019 at 10:22 UTC.

The requested start date was Thursday, 07 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 12-day, 4-hour, 41-minute period from Thursday, 24 January 2019 at 12:43 UTC to Tuesday, 05 February 2019 at 17:25 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 : 24
Unique Edges : 30
Edges With Duplicates : 7
Total Edges : 37
Number of Edge Types : 2
Mentions : 27
Tweet : 10
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 6
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 16
Maximum Edges in a Connected Component : 26
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.318841
Graph Density : 0.0471014492753623
Modularity : 0.548758
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://ensembleiq.dragonforms.com/init.do?omedasite=StoreBrands_prefnew
[2] https://risnews.com/nrf-show-coverage-ensembleiq-2019
[1] http://dlvr.it/QyDwkh
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/storebrands_201901/
[1] https://twitter.com/i/web/status/1090987148159995906
[1] https://twitter.com/i/web/status/1088497674473689090
[1] https://lnkd.in/ePc-jUN
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/pg_201901/index.php#/0
[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 G1:
[3] https://events.ensembleiq.com/rcas-2019/208595
[1] https://events.ensembleiq.com/rcas-2019
[1] https://twitter.com/i/web/status/1090987148159995906
[1] https://twitter.com/i/web/status/1088497674473689090

Top URLs in Tweet in G2:
[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 G3:
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/pg_201901/index.php#/0

Top URLs in Tweet in G4:
[2] https://ensembleiq.dragonforms.com/init.do?omedasite=StoreBrands_prefnew
[1] https://twitter.com/i/web/status/1088416988198780928
[1] https://lnkd.in/ePc-jUN
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/storebrands_201901/
[1] http://dlvr.it/QyDwkh

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

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

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

Top Domains in Tweet in G3:
[1] nxtbook.com

Top Domains in Tweet in G4:
[2] dragonforms.com
[1] twitter.com
[1] lnkd.in
[1] nxtbook.com
[1] dlvr.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] rcas19
[4] consumergoods
[4] retailtech
[4] retail
[4] nrf2019
[3] retailers
[3] artificialintelligence
[3] machinelearning
[3] innovation
[3] retailer



Top Hashtags in Tweet in G1:
[7] rcas19
[4] consumergoods
[3] retailers
[3] artificialintelligence
[3] machinelearning
[3] retailtech
[2] data
[2] technology
[1] analytics
[1] experience

Top Hashtags in Tweet in G2:
[3] retailer
[3] nrf2019
[1] retailnews
[1] retailtech
[1] retail
[1] innovation
[1] leadership

Top Hashtags in Tweet in G3:
[2] labor
[2] foodservice
[1] grocery
[1] supermarket
[1] retail

Top Hashtags in Tweet in G4:
[2] storebrands
[1] innovation
[1] cpg
[1] retail
[1] shopper
[1] retailtechnology
[1] rcas

Top Words
Top Words in Tweet in Entire Graph:
[20] Words in Sentiment List#1: Positive
[5] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[540] Non-categorized Words
[565] Total Words
[9] more
[8] up
[7] rcas19
[7] 2019
[6] announce

Top Words in Tweet in G1:
[7] rcas19
[6] 2019
[6] more
[6] andy
[5] cgtmagazine
[5] happy
[5] announce
[4] know
[4] consumergoods
[4] ensembleiq

Top Words in Tweet in G2:
[5] coverage
[4] risnewsinsights
[3] catch
[3] up
[3] retailer
[3] news
[3] missed
[3] extended
[3] ris
[3] sister

Top Words in Tweet in G3:
[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 G4:
[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:
[5] rcas19,happy
[5] happy,announce
[4] clay,johnson
[3] know,34
[3] 34,retailers
[3] retailers,26
[3] 26,consumergoods
[3] consumergoods,companies
[3] companies,artificialintelligence
[3] artificialintelligence,machinelearning

Top Word Pairs in Tweet in G1:
[5] rcas19,happy
[5] happy,announce
[3] know,34
[3] 34,retailers
[3] retailers,26
[3] 26,consumergoods
[3] consumergoods,companies
[3] companies,artificialintelligence
[3] artificialintelligence,machinelearning
[3] more,register

Top Word Pairs in Tweet in G2:
[3] catch,up
[3] up,retailer
[3] retailer,news
[3] news,missed
[3] missed,extended
[3] extended,coverage
[3] coverage,ris
[3] ris,sister
[3] sister,brands
[2] good,list

Top Word Pairs in Tweet in G3:
[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 G4:
[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:
@cgtmagazine
@risnewsinsights
@walmart
@ensembleiq
@sandeepdadlani
@marsglobal
@nrfbigshow
@albertsonscos
@pgrocer
@store_brands

Top Mentioned in G1:
@cgtmagazine
@walmart
@sandeepdadlani
@marsglobal
@ensembleiq
@risnewsinsights

Top Mentioned in G2:
@risnewsinsights
@nrfbigshow
@tonycdonofrio

Top Mentioned in G3:
@albertsonscos
@pgrocer
@jimdudlicek

Top Mentioned in G4:
@store_brands

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

Top Tweeters in G1:
@walmart
@machinelearn_d
@thechrischua
@simoneknaap
@path2purchaseiq
@marsglobal
@cgtmagazine
@sandeepdadlani
@4twenty2tweets
@ensembleiq

Top Tweeters in G2:
@risnewsinsights
@tonycdonofrio
@nrfbigshow
@joeskorupa
@retailaggregate
@unishopit

Top Tweeters in G3:
@pgrocer
@freshneasybuzz
@jimdudlicek
@albertsonscos

Top Tweeters in G4:
@pehub
@store_brands
@davidshanker
@paulmilner9