EnsembleIQ, Twitter, 1/31/2019 2:18:00 PM, 184828


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EnsembleIQ_2019-01-31_02-24-02.xlsx
EnsembleIQ_2019-01-31_02-24-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 31, 2019
Short Description:
EnsembleIQ via NodeXL http://bit.ly/2DLs9G9
@simoneknaap
@risnewsinsights
@ensembleiq
@briley_rick
@walmart
@cgtmagazine
@joeskorupa
@tonycdonofrio
@freshneasybuzz
@jimdudlicek

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

Description:
Description
The graph represents a network of 32 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, 31 January 2019 at 10:24 UTC.

The requested start date was Thursday, 31 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 13-day, 15-hour, 35-minute period from Thursday, 17 January 2019 at 02:46 UTC to Wednesday, 30 January 2019 at 18:22 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 : 32
Unique Edges : 36
Edges With Duplicates : 14
Total Edges : 50
Number of Edge Types : 3
Tweet : 12
Mentions : 37
Replies to : 1
Self-Loops : 12
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 9
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 18
Maximum Edges in a Connected Component : 34
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.466292
Graph Density : 0.0342741935483871
Modularity : 0.5642
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] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201812/index.php#/38
[2] https://events.ensembleiq.com/rcas-2019/208595
[2] https://risnews.com/nrf-show-coverage-ensembleiq-2019
[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://www.consumergoods.com/analytics-summit

Top URLs in Tweet in G1:
[2] https://events.ensembleiq.com/rcas-2019/208595
[1] https://twitter.com/i/web/status/1088497674473689090
[1] https://twitter.com/i/web/status/1087805874821885954
[1] https://twitter.com/i/web/status/1085635369436151809
[1] https://risnews.com/best-nrf-2019-top-10-takeaways
[1] https://twitter.com/i/web/status/1085939810941001728
[1] https://www.path2purchasesummit.com/
[1] https://www.consumergoods.com/analytics-summit
[1] http://www.prweb.com/releases/2019/1/prweb16036834.htm

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://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 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 Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] rcas19
[5] retail
[5] nrf2019
[3] retailtech
[3] data
[3] technology
[3] retailer
[2] analytics
[2] leaders
[2] commerce



Top Hashtags in Tweet in G1:
[8] rcas19
[3] retail
[3] technology
[3] data
[2] commerce
[2] p2psummit
[2] leaders
[2] nrf2019
[2] retailtech
[2] analytics

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

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 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:
[29] Words in Sentiment List#1: Positive
[9] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[678] Non-categorized Words
[716] Total Words
[9] 2019
[9] walmart
[9] ensembleiq
[8] rcas19
[7] more

Top Words in Tweet in G1:
[9] 2019
[8] rcas19
[8] walmart
[6] andy
[5] happy
[5] announce
[5] learn
[5] ensembleiq
[5] speaker
[4] cgtmagazine

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 G5:
[3] up
[3] great

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 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:
[5] rcas19,happy
[5] happy,announce
[4] clay,johnson
[4] opening,keynote
[3] check,out
[3] cgtmagazine,rcas19
[3] announce,andy
[3] andy,walter
[3] walter,2019
[3] 2019,speaker

Top Word Pairs in Tweet in G1:
[5] rcas19,happy
[5] happy,announce
[4] opening,keynote
[3] cgtmagazine,rcas19
[3] hall,fame
[3] fame,honorees
[3] announce,andy
[3] andy,walter
[3] walter,2019
[3] 2019,speaker

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

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:
@ensembleiq
@reventionpos1

Top Replied-To in G4:
@ensembleiq

Top Replied-To in G7:
@reventionpos1

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

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

Top Mentioned in G2:
@risnewsinsights
@nrfbigshow
@tonycdonofrio

Top Mentioned in G3:
@albertsonscos
@pgrocer
@jimdudlicek

Top Mentioned in G4:
@cocacolaco
@kroger
@chobani

Top Mentioned in G6:
@drugstorenews

Top Mentioned in G7:
@reventionpos1

Top Mentioned in G8:
@footcarexpress

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

Top Tweeters in G1:
@walmart
@ashot_
@simoneknaap
@path2purchaseiq
@marsglobal
@cgtmagazine
@sandeepdadlani
@ensembleiq

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

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

Top Tweeters in G4:
@chobani
@kroger
@cocacolaco
@briley_rick

Top Tweeters in G5:
@store_brands
@davidshanker
@paulmilner9
@4twenty2tweets

Top Tweeters in G6:
@drugstorenews
@healthcare_abc

Top Tweeters in G7:
@mcre1
@reventionpos1

Top Tweeters in G8:
@floydrag
@footcarexpress