EnsembleIQ, Twitter, 1/19/2019 12:53:02 AM, 182474


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EnsembleIQ_2019-01-18_03-35-21.xlsx
EnsembleIQ_2019-01-18_03-35-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 19, 2019
Short Description:
EnsembleIQ via NodeXL http://bit.ly/2DhYx2Q
@ensembleiq
@rammeld7
@retailaggregate
@cgtmagazine
@randyhofbauer
@drugstorenews
@risnewsinsights
@cpginsights
@pgrocer
@bdoconsumer

Top hashtags:
#nrf2019
#retail
#retailtech
#retailnews
#nyc
#chicago
#cpg
#p2psummit

Description:
Description
The graph represents a network of 37 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, 18 January 2019 at 11:35 UTC.

The requested start date was Wednesday, 16 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 12-day, 22-hour, 51-minute period from Thursday, 03 January 2019 at 00:48 UTC to Tuesday, 15 January 2019 at 23:40 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 : 37
Unique Edges : 42
Edges With Duplicates : 56
Total Edges : 98
Number of Edge Types : 2
Tweet : 19
Mentions : 79
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.0638297872340425
Reciprocated Edge Ratio : 0.12
Connected Components : 9
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 20
Maximum Edges in a Connected Component : 70
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.091858
Graph Density : 0.0375375375375375
Modularity : 0.41048
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
[2] https://www.youtube.com/watch?v=RXxYzeeIPuQ

[2] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201901/index.php#/58
[1] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201812/index.php#/30
[1] https://twitter.com/i/web/status/1083606470854352896
[1] https://twitter.com/i/web/status/1085217073947688961
[1] https://risnews.com/january-2019
[1] https://twitter.com/i/web/status/1084801096562950144
[1] https://twitter.com/i/web/status/1084529208423055361
[1] https://twitter.com/i/web/status/1083816815799619584

Top URLs in Tweet in G1:
[2] https://www.youtube.com/watch?v=RXxYzeeIPuQ

[1] https://www.path2purchasesummit.com/2019/homepage
[1] https://shoppermarketingmag.com/join-p2pi
[1] https://progressivegrocer.com/TWIGNominations
[1] https://lnkd.in/ekaHayS
[1] https://lnkd.in/eQUscAN
[1] https://lnkd.in/ee6X9S2
[1] https://twitter.com/i/web/status/1083816815799619584

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_201810/index.php?utm_source=All+Associates&utm_campaign=5776355e18-Hamacher_Company_News01_2016_COPY_01&utm_medium=email&utm_term=0_17b813514b-5776355e18-81278153#/28

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1083606470854352896
[1] https://events.ensembleiq.com/rcas-2019

Top URLs in Tweet in G4:
[1] https://www.linkedin.com/pulse/growth-trends-b2b-media-david-shanker-ceo-ensembleiq-kathi-simonsen/?published=t
[1] https://twitter.com/i/web/status/1080874137265098754
[1] https://events.ensembleiq.com/rcas-2019?utm_content=82124358&utm_medium=social&utm_source=twitter&hss_channel=tw-290865230
[1] https://hubs.ly/H0g4kM00
[1] https://lnkd.in/e4sNkg9
[1] https://lnkd.in/eP7YUGs
[1] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201812/index.php#/30

Top URLs in Tweet in G5:
[12] https://ensembleiq.dragonforms.com/init.do?omedasite=RIS_prefnew
[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

Top URLs in Tweet in G6:
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/csa_20181112/index.php#/10
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/csa_20190102/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[25] nrf2019
[21] retail
[8] retailtech
[7] retailnews
[5] nyc
[5] chicago
[4] cpg
[3] p2psummit
[3] twig19
[3] topwomen



Top Hashtags in Tweet in G1:
[6] retail
[5] nyc
[5] nrf2019
[5] chicago
[3] twig19
[3] topwomen
[3] grocery
[3] groceryindustry
[3] cpg
[2] p2psummit

Top Hashtags in Tweet in G2:
[2] pharmacy
[2] medadherence
[1] brand
[1] retail
[1] cpg

Top Hashtags in Tweet in G3:
[2] retailer
[2] consumergoods
[1] data
[1] analytics
[1] rcas19
[1] earlybird

Top Hashtags in Tweet in G4:
[1] retail
[1] treasurehunts
[1] trends
[1] iot

Top Hashtags in Tweet in G5:
[20] nrf2019
[13] retail
[7] retailnews
[7] retailtech
[2] fomo
[1] p2psummit

Top Words
Top Words in Tweet in Entire Graph:
[56] Words in Sentiment List#1: Positive
[25] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1293] Non-categorized Words
[1374] Total Words
[33] risnewsinsights
[26] up
[25] nrf2019
[23] retail
[21] ensembleiq

Top Words in Tweet in G1:
[7] grocery
[7] ensembleiq
[6] pgrocer
[6] retail
[5] top
[5] heading
[5] nyc
[5] nrf2019
[5] chilly
[5] day

Top Words in Tweet in G2:
[8] 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:
[3] cgtmagazine
[2] fascinating
[2] trend
[2] risnewsinsights
[2] ensembleiq
[2] sound
[2] familiar
[2] techpointind
[2] powderkegco
[2] early

Top Words in Tweet in G4:
[3] trends
[3] retail
[2] ensembleiq
[2] see
[2] store
[2] better

Top Words in Tweet in G5:
[31] risnewsinsights
[24] up
[20] nrf2019
[16] now
[15] newsletter
[13] signup
[13] retail
[11] bi
[11] weekly
[10] ensembleiq

Top Words in Tweet in G6:
[3] store
[2] icymi
[2] 2019
[2] bring
[2] physical
[2] stores
[2] minimally
[2] fleet
[2] optimization
[2] advanced

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] newsletter,now
[14] booth,4901
[11] bi,weekly
[11] weekly,newsletter
[11] risnewsinsights,ensembleiq
[10] check,out
[9] stay,up
[9] up,date
[9] out,risnewsinsights
[9] ensembleiq,booth

Top Word Pairs in Tweet in G1:
[5] heading,nyc
[5] nyc,nrf2019
[5] nrf2019,chilly
[5] chilly,day
[5] day,chicago
[5] chicago,1
[5] 1,stop
[5] stop,ensembleiq's
[5] ensembleiq's,booth
[5] 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:
[2] fascinating,trend
[2] trend,cgtmagazine
[2] cgtmagazine,risnewsinsights
[2] risnewsinsights,ensembleiq
[2] ensembleiq,sound
[2] sound,familiar
[2] familiar,techpointind
[2] techpointind,powderkegco
[2] early,bird
[2] bird,gets

Top Word Pairs in Tweet in G5:
[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 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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@risnewsinsights
@ensembleiq
@drugstorenews
@omnicell
@pgrocer
@randyhofbauer
@omcladherence
@cgtmagazine
@techpointind
@powderkegco

Top Mentioned in G1:
@ensembleiq
@pgrocer
@randyhofbauer
@tsa
@davidshanker

Top Mentioned in G2:
@drugstorenews
@omnicell
@omcladherence
@zimsusa
@hrg_inc

Top Mentioned in G3:
@cgtmagazine
@risnewsinsights
@ensembleiq
@techpointind
@powderkegco
@rammeld7
@cintrifuse

Top Mentioned in G5:
@risnewsinsights
@ensembleiq
@ris

Top Mentioned in G6:
@bdoconsumer
@chainstoreage

Top Tweeters
Top Tweeters in Entire Graph:
@pgrocer
@drugstorenews
@simoneknaap
@risnewsinsights
@powderkegco
@techpointind
@omnicell
@chainstoreage
@jimdudlicek
@path2purchaseiq

Top Tweeters in G1:
@pgrocer
@jimdudlicek
@tsa
@davidshanker
@cpginsights
@ccentral360
@laura_freund
@randyhofbauer
@ensembleiq
@spring_global

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

Top Tweeters in G3:
@powderkegco
@techpointind
@path2purchaseiq
@cintrifuse
@cgtmagazine
@rammeld7

Top Tweeters in G4:
@stevefrenda1
@aarete
@bceagle47
@jefftuk
@uicpharmdean
@mediagrowth18

Top Tweeters in G5:
@simoneknaap
@risnewsinsights
@retailaggregate
@ris

Top Tweeters in G6:
@chainstoreage
@bdoconsumer
@neilstockhambdo