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EnsembleIQ_2019-01-24_02-10-49.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 24, 2019
Short Description:
EnsembleIQ via NodeXL http://bit.ly/2UeF1dn
@ensembleiq
@rammeld7
@briley_rick
@walmart
@retailaggregate
@jimdudlicek
@randyhofbauer
@cpginsights
@risnewsinsights
@cgtmagazine

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

Description:
Description
The graph represents a network of 42 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, 24 January 2019 at 10:10 UTC.

The requested start date was Thursday, 24 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, 6-hour, 7-minute period from Thursday, 10 January 2019 at 13:56 UTC to Wednesday, 23 January 2019 at 20:03 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 : 42
Unique Edges : 46
Edges With Duplicates : 60
Total Edges : 106
Number of Edge Types : 3
Mentions : 88
Replies to : 1
Tweet : 17
Self-Loops : 17
Reciprocated Vertex Pair Ratio : 0.0357142857142857
Reciprocated Edge Ratio : 0.0689655172413793
Connected Components : 8
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 25
Maximum Edges in a Connected Component : 80
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.239193
Graph Density : 0.0336817653890825
Modularity : 0.4017
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
[2] https://www.youtube.com/watch?v=RXxYzeeIPuQ

[2] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201901/index.php#/58
[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
[1] https://www.consumergoods.com/analytics-summit
[1] http://www.prweb.com/releases/2019/1/prweb16036834.htm

Top URLs in Tweet in G1:
[12] https://ensembleiq.dragonforms.com/init.do?omedasite=RIS_prefnew
[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/
[1] https://www.youtube.com/watch?v=RXxYzeeIPuQ

[1] https://twitter.com/i/web/status/1085635369436151809
[1] https://twitter.com/i/web/status/1084529208423055361
[1] https://twitter.com/i/web/status/1084801096562950144
[1] https://risnews.com/january-2019

Top URLs in Tweet in G2:
[2] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201901/index.php#/58
[1] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201901/index.php#/26

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1086153331003641856
[1] https://www.youtube.com/watch?v=RXxYzeeIPuQ


Top URLs in Tweet in G4:
[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] https://twitter.com/i/web/status/1083606470854352896

Top URLs in Tweet in G6:
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/csa_20181112/index.php#/10

Top URLs in Tweet in G7:
[1] https://lnkd.in/e4sNkg9
[1] https://lnkd.in/eP7YUGs
[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

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1052612225054269440

Top URLs in Tweet in G9:
[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:
[12] dragonforms.com
[11] twitter.com
[8] nxtbook.com
[4] lnkd.in
[2] consumergoods.com
[2] ensembleiq.com
[2] risnews.com
[2] youtube.com
[1] prweb.com
[1] footcarexpress.com

Top Domains in Tweet in G1:
[12] dragonforms.com
[7] twitter.com
[2] risnews.com
[1] path2purchasesummit.com
[1] youtube.com

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

Top Domains in Tweet in G3:
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G4:
[2] consumergoods.com
[1] prweb.com
[1] ensembleiq.com
[1] lnkd.in
[1] twitter.com

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

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

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

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

Top Domains in Tweet in G9:
[3] nxtbook.com
[1] footcarexpress.com
[1] lnkd.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[26] nrf2019
[20] retail
[8] rcas19
[8] retailtech
[7] retailnews
[5] nyc
[5] chicago
[3] technology
[3] data
[2] leaders



Top Hashtags in Tweet in G1:
[21] nrf2019
[16] retail
[7] retailnews
[7] retailtech
[2] leaders
[2] commerce
[2] p2psummit
[2] shoppermarketing
[2] fomo
[1] collaborate

Top Hashtags in Tweet in G2:
[2] pharmacy
[2] medadherence

Top Hashtags in Tweet in G3:
[4] nyc
[4] nrf2019
[4] chicago
[3] retail
[2] technology
[2] rt
[1] labor
[1] foodservice
[1] twig19
[1] topwomen

Top Hashtags in Tweet in G4:
[6] rcas19
[3] data
[2] analytics
[1] walmart
[1] technology
[1] community
[1] retailtech
[1] iot
[1] machinelearning
[1] nyc

Top Hashtags in Tweet in G7:
[1] iot
[1] rcas19

Top Hashtags in Tweet in G8:
[2] workshop
[2] murtec
[2] executive
[2] ensembleiq

Top Hashtags in Tweet in G9:
[2] wearwhattheproswear
[1] nfl
[1] nba
[1] mlb
[1] carsandsports
[1] footcarexpress
[1] insiteinsoles

Top Words
Top Words in Tweet in Entire Graph:
[47] Words in Sentiment List#1: Positive
[28] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1388] Non-categorized Words
[1463] Total Words
[33] risnewsinsights
[26] nrf2019
[25] up
[22] retail
[20] ensembleiq

Top Words in Tweet in G1:
[31] risnewsinsights
[24] up
[21] nrf2019
[16] retail
[15] newsletter
[15] now
[13] ensembleiq
[13] signup
[11] bi
[11] weekly

Top Words in Tweet in G2:
[7] drugstorenews
[6] omnicell's
[6] scott
[6] seidelmann
[6] rebecca
[6] chater
[6] company's
[6] vision
[5] latest
[5] issue

Top Words in Tweet in G3:
[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 G4:
[10] walmart
[6] opening
[6] keynote
[6] rcas19
[5] speaker
[5] designing
[5] intelligent
[4] announced
[4] join
[4] learn

Top Words in Tweet in G5:
[2] fascinating
[2] trend
[2] cgtmagazine
[2] risnewsinsights
[2] ensembleiq
[2] sound
[2] familiar
[2] techpointind
[2] powderkegco

Top Words in Tweet in G6:
[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 G7:
[2] better
[2] more

Top Words in Tweet in G8:
[3] reventionpos1
[2] excited
[2] meet
[2] workshop
[2] murtec
[2] executive
[2] summit
[2] product
[2] ensembleiq

Top Words in Tweet in G9:
[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] check,out
[11] risnewsinsights,ensembleiq
[11] bi,weekly
[11] weekly,newsletter
[9] out,risnewsinsights
[9] ensembleiq,booth
[9] 4901,pick
[9] pick,up

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:
[6] omnicell's,scott
[6] scott,seidelmann
[6] seidelmann,rebecca
[6] rebecca,chater
[6] company's,vision
[5] latest,issue
[5] issue,drugstorenews
[5] drugstorenews,omnicell's
[5] chater,discuss
[5] discuss,company's

Top Word Pairs in Tweet in G3:
[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 G4:
[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 G5:
[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 G6:
[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 G8:
[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 G9:
[2] check,out
[2] drug,store
[2] store,news

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

Top Replied-To in G1:
@ensembleiq

Top Replied-To in G8:
@reventionpos1

Top Mentioned
Top Mentioned in Entire Graph:
@risnewsinsights
@ensembleiq
@drugstorenews
@walmart
@omnicell
@pgrocer
@randyhofbauer
@cgtmagazine
@omcladherence
@cocacolaco

Top Mentioned in G1:
@risnewsinsights
@ensembleiq
@cocacolaco
@pgrocer
@walmart
@kroger
@chobani
@ris

Top Mentioned in G2:
@drugstorenews
@omnicell
@omcladherence

Top Mentioned in G3:
@ensembleiq
@pgrocer
@randyhofbauer
@tsa
@albertsonscos

Top Mentioned in G4:
@walmart
@ensembleiq
@cgtmagazine
@randyhofbauer

Top Mentioned in G5:
@cgtmagazine
@risnewsinsights
@ensembleiq
@techpointind
@powderkegco
@rammeld7
@cintrifuse

Top Mentioned in G6:
@bdoconsumer
@chainstoreage

Top Mentioned in G8:
@reventionpos1

Top Mentioned in G9:
@footcarexpress

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

Top Tweeters in G1:
@chobani
@kroger
@cocacolaco
@simoneknaap
@risnewsinsights
@retailaggregate
@ensembleiq
@spring_global
@briley_rick
@ris

Top Tweeters in G2:
@drugstorenews
@omnicell
@omcladherence
@healthcare_abc
@joni_gale
@lexiswearsblack
@kgeorgeomnicell

Top Tweeters in G3:
@pgrocer
@jimdudlicek
@tsa
@cpginsights
@randyhofbauer
@albertsonscos

Top Tweeters in G4:
@walmart
@ashot_
@path2purchaseiq
@cgtmagazine
@davidshanker

Top Tweeters in G5:
@powderkegco
@techpointind
@cintrifuse
@rammeld7

Top Tweeters in G6:
@chainstoreage
@bdoconsumer
@neilstockhambdo

Top Tweeters in G7:
@ivymobility
@jefftuk
@uicpharmdean

Top Tweeters in G8:
@mcre1
@reventionpos1

Top Tweeters in G9:
@floydrag
@footcarexpress