EnsembleIQ, Twitter, 1/25/2019 2:59:37 AM, 183126


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EnsembleIQ_2019-01-24_18-57-37.xlsx
EnsembleIQ_2019-01-24_18-57-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 25, 2019
Short Description:
EnsembleIQ via NodeXL http://bit.ly/2UlH0Nd
@ensembleiq
@rammeld7
@briley_rick
@walmart
@jimdudlicek
@retailaggregate
@randyhofbauer
@cpginsights
@risnewsinsights
@cgtmagazine

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

Description:
Description
The graph represents a network of 39 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, 25 January 2019 at 02:57 UTC.

The requested start date was Friday, 25 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, 12-hour, 41-minute period from Friday, 11 January 2019 at 06:08 UTC to Thursday, 24 January 2019 at 18:49 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 : 39
Unique Edges : 37
Edges With Duplicates : 59
Total Edges : 96
Number of Edge Types : 3
Mentions : 77
Tweet : 18
Replies to : 1
Self-Loops : 18
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 8
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 25
Maximum Edges in a Connected Component : 83
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.293495
Graph Density : 0.0310391363022942
Modularity : 0.340658
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
[1] https://twitter.com/i/web/status/1088497674473689090
[1] https://www.consumergoods.com/analytics-summit
[1] http://www.prweb.com/releases/2019/1/prweb16036834.htm
[1] https://twitter.com/i/web/status/1088416988198780928
[1] https://twitter.com/i/web/status/1087805874821885954
[1] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201901/index.php#/26
[1] https://twitter.com/i/web/status/1086153331003641856
[1] https://twitter.com/i/web/status/1052612225054269440

Top URLs in Tweet in G1:
[12] https://ensembleiq.dragonforms.com/init.do?omedasite=RIS_prefnew
[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/1084529208423055361
[1] https://twitter.com/i/web/status/1084801096562950144
[1] https://risnews.com/january-2019
[1] https://twitter.com/i/web/status/1085217073947688961
[1] https://twitter.com/i/web/status/1087805874821885954
[1] https://risnews.com/best-nrf-2019-top-10-takeaways
[1] https://twitter.com/i/web/status/1085939810941001728
[1] https://www.path2purchasesummit.com/

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1086153331003641856

Top URLs in Tweet in G3:
[1] https://www.consumergoods.com/analytics-summit
[1] http://www.prweb.com/releases/2019/1/prweb16036834.htm
[1] https://events.ensembleiq.com/rcas-2019/208595
[1] http://www.consumergoods.com/analytics-summit
[1] https://lnkd.in/e6ApQwh
[1] https://twitter.com/i/web/status/1085639355673251841

Top URLs in Tweet in G5:
[1] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201901/index.php#/26
[1] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201901/index.php#/58

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1083606470854352896

Top URLs in Tweet in G7:
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/csa_20181112/index.php#/10

Top URLs in Tweet in G8:
[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
[1] https://twitter.com/i/web/status/1088416988198780928

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1052612225054269440

Top URLs in Tweet in G10:
[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:
[13] twitter.com
[12] dragonforms.com
[7] nxtbook.com
[3] risnews.com
[2] consumergoods.com
[2] lnkd.in
[2] ensembleiq.com
[1] prweb.com
[1] footcarexpress.com
[1] path2purchasesummit.com

Top Domains in Tweet in G1:
[12] dragonforms.com
[8] twitter.com
[3] risnews.com
[1] path2purchasesummit.com

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

Top Domains in Tweet in G3:
[2] consumergoods.com
[1] prweb.com
[1] ensembleiq.com
[1] lnkd.in
[1] twitter.com

Top Domains in Tweet in G5:
[2] nxtbook.com

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

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

Top Domains in Tweet in G8:
[1] nxtbook.com
[1] ensembleiq.com
[1] twitter.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[3] nxtbook.com
[1] footcarexpress.com
[1] lnkd.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[28] nrf2019
[19] retail
[9] retailtech
[9] rcas19
[8] retailnews
[5] nyc
[5] chicago
[4] technology
[3] data
[2] retailer



Top Hashtags in Tweet in G1:
[23] nrf2019
[16] retail
[8] retailnews
[8] retailtech
[2] fomo
[2] retailer
[2] commerce
[2] p2psummit
[2] shoppermarketing
[2] leaders

Top Hashtags in Tweet in G2:
[4] nyc
[4] nrf2019
[4] chicago
[2] retail
[2] technology
[1] labor
[1] foodservice
[1] rt

Top Hashtags in Tweet in G3:
[7] rcas19
[3] data
[2] analytics
[1] walmart
[1] technology
[1] community
[1] retailtech
[1] iot
[1] machinelearning
[1] nyc

Top Hashtags in Tweet in G5:
[1] pharmacy
[1] medadherence

Top Hashtags in Tweet in G8:
[1] rcas19
[1] innovation

Top Hashtags in Tweet in G9:
[2] workshop
[2] murtec
[2] executive
[2] ensembleiq

Top Hashtags in Tweet in G10:
[2] wearwhattheproswear
[1] nfl
[1] nba
[1] mlb
[1] carsandsports
[1] footcarexpress
[1] insiteinsoles

Top Words
Top Words in Tweet in Entire Graph:
[32] Words in Sentiment List#1: Positive
[25] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1295] Non-categorized Words
[1352] Total Words
[35] risnewsinsights
[28] nrf2019
[27] up
[21] retail
[21] ensembleiq

Top Words in Tweet in G1:
[33] risnewsinsights
[26] up
[23] nrf2019
[16] retail
[15] newsletter
[15] now
[14] ensembleiq
[13] signup
[11] bi
[11] weekly

Top Words in Tweet in G2:
[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 G3:
[11] walmart
[7] rcas19
[6] speaker
[6] opening
[6] keynote
[5] designing
[5] intelligent
[4] andy
[4] announced
[4] join

Top Words in Tweet in G5:
[3] new
[2] patients
[2] drugstorenews
[2] pharmacy

Top Words in Tweet in G6:
[2] fascinating
[2] trend
[2] cgtmagazine
[2] risnewsinsights
[2] ensembleiq
[2] sound
[2] familiar
[2] techpointind
[2] powderkegco

Top Words in Tweet in G7:
[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 G8:
[2] more

Top Words in Tweet in G9:
[3] reventionpos1
[2] excited
[2] meet
[2] workshop
[2] murtec
[2] executive
[2] summit
[2] product
[2] ensembleiq

Top Words in Tweet in G10:
[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] bi,weekly
[11] weekly,newsletter
[11] check,out
[11] risnewsinsights,ensembleiq
[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
[9] stay,up
[9] up,date
[9] check,out
[9] out,risnewsinsights
[9] risnewsinsights,ensembleiq
[9] ensembleiq,booth
[9] booth,4901

Top Word Pairs in Tweet in G2:
[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 G3:
[6] opening,keynote
[5] designing,intelligent
[4] walmart,announced
[4] announced,opening
[4] keynote,speaker
[4] speaker,rcas19
[4] rcas19,join
[4] join,learn
[4] learn,walmart
[4] walmart,designing

Top Word Pairs in Tweet in G6:
[2] fascinating,trend
[2] trend,cgtmagazine
[2] cgtmagazine,risnewsinsights
[2] risnewsinsights,ensembleiq
[2] ensembleiq,sound
[2] sound,familiar
[2] familiar,techpointind
[2] techpointind,powderkegco

Top Word Pairs in Tweet in G7:
[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 G9:
[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 G10:
[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 G9:
@reventionpos1

Top Mentioned
Top Mentioned in Entire Graph:
@risnewsinsights
@ensembleiq
@walmart
@cgtmagazine
@randyhofbauer
@cocacolaco
@drugstorenews
@pgrocer
@techpointind
@powderkegco

Top Mentioned in G1:
@risnewsinsights
@ensembleiq
@ris
@cocacolaco
@walmart

Top Mentioned in G2:
@ensembleiq
@randyhofbauer
@pgrocer
@tsa
@albertsonscos

Top Mentioned in G3:
@walmart
@cgtmagazine
@ensembleiq
@randyhofbauer

Top Mentioned in G4:
@cocacolaco
@kroger
@chobani

Top Mentioned in G5:
@drugstorenews
@omnicell

Top Mentioned in G6:
@cgtmagazine
@risnewsinsights
@ensembleiq
@techpointind
@powderkegco
@rammeld7
@cintrifuse

Top Mentioned in G7:
@bdoconsumer
@chainstoreage

Top Mentioned in G9:
@reventionpos1

Top Mentioned in G10:
@footcarexpress

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

Top Tweeters in G1:
@simoneknaap
@risnewsinsights
@retailaggregate
@ensembleiq
@spring_global
@ris

Top Tweeters in G2:
@pgrocer
@jimdudlicek
@tsa
@cpginsights
@randyhofbauer
@albertsonscos

Top Tweeters in G3:
@walmart
@ashot_
@path2purchaseiq
@cgtmagazine
@davidshanker

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

Top Tweeters in G5:
@drugstorenews
@omnicell
@omcladherence
@healthcare_abc

Top Tweeters in G6:
@powderkegco
@techpointind
@cintrifuse
@rammeld7

Top Tweeters in G7:
@chainstoreage
@bdoconsumer
@neilstockhambdo

Top Tweeters in G8:
@paulmilner9
@ivymobility
@uicpharmdean

Top Tweeters in G9:
@mcre1
@reventionpos1

Top Tweeters in G10:
@floydrag
@footcarexpress