EnsembleIQ, Twitter, 2/1/2019 2:59:08 AM, 184914


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EnsembleIQ_2019-01-31_18-57-37.xlsx
EnsembleIQ_2019-01-31_18-57-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 01, 2019
Short Description:
EnsembleIQ via NodeXL http://bit.ly/2RYZMgq
@simoneknaap
@risnewsinsights
@ensembleiq
@briley_rick
@cgtmagazine
@joeskorupa
@tonycdonofrio
@walmart
@jimdudlicek
@freshneasybuzz

Top hashtags:
#rcas19
#retailtech
#retail
#nrf2019
#innovation
#retailer
#data
#technology

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, 01 February 2019 at 02:57 UTC.

The requested start date was Friday, 01 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, 12-hour, 6-minute period from Friday, 18 January 2019 at 03:37 UTC to Thursday, 31 January 2019 at 15:44 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 : 35
Edges With Duplicates : 9
Total Edges : 44
Number of Edge Types : 3
Tweet : 10
Mentions : 33
Replies to : 1
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 18
Maximum Edges in a Connected Component : 32
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.581197
Graph Density : 0.0381773399014778
Modularity : 0.615186
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://risnews.com/nrf-show-coverage-ensembleiq-2019
[1] https://twitter.com/i/web/status/1090987148159995906
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/storebrands_201901/
[1] https://ensembleiq.dragonforms.com/init.do?omedasite=StoreBrands_prefnew
[1] https://twitter.com/i/web/status/1088497674473689090
[1] https://lnkd.in/ePc-jUN
[1] https://twitter.com/i/web/status/1086153331003641856
[1] https://risnews.com/nrf-show-coverage-ensembleiq-2019?ajs_uid=6577H0150145A3A&oly_enc_id=6577H0150145A3A&ajs_trait_oebid=5235H5701912B7O
[1] https://twitter.com/i/web/status/1088416988198780928

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1090987148159995906
[1] https://twitter.com/i/web/status/1087805874821885954
[1] https://www.path2purchasesummit.com/

Top URLs in Tweet in G2:
[3] https://events.ensembleiq.com/rcas-2019/208595
[1] https://twitter.com/i/web/status/1088497674473689090

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://twitter.com/i/web/status/1086153331003641856

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1088416988198780928
[1] https://lnkd.in/ePc-jUN
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/storebrands_201901/
[1] https://ensembleiq.dragonforms.com/init.do?omedasite=StoreBrands_prefnew

Top URLs in Tweet in G6:
[1] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201901/index.php#/26

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

Top Domains
Top Domains in Tweet in Entire Graph:
[6] twitter.com
[3] ensembleiq.com
[3] risnews.com
[2] nxtbook.com
[1] dragonforms.com
[1] lnkd.in
[1] path2purchasesummit.com

Top Domains in Tweet in G1:
[2] twitter.com
[1] path2purchasesummit.com

Top Domains in Tweet in G2:
[3] ensembleiq.com
[1] twitter.com

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

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] rcas19
[4] retailtech
[4] retail
[4] nrf2019
[3] innovation
[3] retailer
[2] data
[2] technology
[2] leaders
[2] commerce



Top Hashtags in Tweet in G1:
[2] shoppermarketing
[1] commerce
[1] p2psummit
[1] collaborate
[1] retail
[1] consumergoods
[1] community
[1] leaders
[1] halloffame

Top Hashtags in Tweet in G2:
[6] rcas19
[3] retailtech
[2] data
[2] technology
[1] analytics
[1] experience
[1] consumergoods
[1] innovation
[1] commerce
[1] p2psummit

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

Top Hashtags in Tweet in G4:
[2] labor
[2] foodservice

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

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

Top Words
Top Words in Tweet in Entire Graph:
[29] Words in Sentiment List#1: Positive
[8] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[607] Non-categorized Words
[644] Total Words
[9] ensembleiq
[9] 2019
[8] more
[7] coverage
[6] up

Top Words in Tweet in G1:
[3] ensembleiq
[2] 2019
[2] hall
[2] fame
[2] honorees
[2] cocacolaco
[2] shoppermarketing

Top Words in Tweet in G2:
[7] 2019
[6] rcas19
[6] andy
[5] happy
[5] announce
[5] more
[4] ensembleiq
[3] register
[3] visit
[3] retailtech

Top Words in Tweet in G3:
[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 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:
[3] great
[2] up

Top Words in Tweet in G6:
[3] new
[2] patients

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 Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5] rcas19,happy
[5] happy,announce
[4] clay,johnson
[3] more,register
[3] cgtmagazine,rcas19
[3] announce,andy
[3] andy,walter
[3] walter,2019
[3] 2019,speaker
[3] speaker,andy

Top Word Pairs in Tweet in G1:
[2] hall,fame
[2] fame,honorees

Top Word Pairs in Tweet in G2:
[5] rcas19,happy
[5] happy,announce
[3] more,register
[3] announce,andy
[3] andy,walter
[3] walter,2019
[3] 2019,speaker
[3] speaker,andy
[3] andy,interview
[3] interview,clay

Top Word Pairs in Tweet in G3:
[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 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

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

Top Replied-To in G1:
@ensembleiq

Top Replied-To in G7:
@reventionpos1

Top Mentioned
Top Mentioned in Entire Graph:
@risnewsinsights
@ensembleiq
@cgtmagazine
@walmart
@sandeepdadlani
@marsglobal
@nrfbigshow
@albertsonscos
@pgrocer
@cocacolaco

Top Mentioned in G1:
@cocacolaco
@ensembleiq
@kroger
@chobani

Top Mentioned in G2:
@walmart
@cgtmagazine
@ensembleiq
@sandeepdadlani
@marsglobal
@risnewsinsights

Top Mentioned in G3:
@risnewsinsights
@nrfbigshow
@tonycdonofrio

Top Mentioned in G4:
@albertsonscos
@pgrocer
@jimdudlicek

Top Mentioned in G6:
@drugstorenews

Top Mentioned in G7:
@reventionpos1

Top Tweeters
Top Tweeters in Entire Graph:
@walmart
@chobani
@mcre1
@kroger
@pgrocer
@drugstorenews
@cocacolaco
@freshneasybuzz
@simoneknaap
@risnewsinsights

Top Tweeters in G1:
@chobani
@kroger
@cocacolaco
@4twenty2tweets
@ensembleiq
@briley_rick

Top Tweeters in G2:
@walmart
@simoneknaap
@path2purchaseiq
@marsglobal
@cgtmagazine
@sandeepdadlani

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

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

Top Tweeters in G5:
@store_brands
@davidshanker
@paulmilner9

Top Tweeters in G6:
@drugstorenews
@healthcare_abc

Top Tweeters in G7:
@mcre1
@reventionpos1