EnsembleIQ, Twitter, 1/12/2019 10:04:35 PM, 181712


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EnsembleIQ_2019-01-12_14-02-26.xlsx
EnsembleIQ_2019-01-12_14-02-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 12, 2019
Short Description:
EnsembleIQ via NodeXL http://bit.ly/2D5mH0l
@ensembleiq
@rammeld7
@cgtmagazine
@drugstorenews
@omcladherence
@bdoconsumer
@omnicell
@pgrocer
@cpginsights
@spring_global

Top hashtags:
#retail
#cpg
#twig19
#topwomen
#grocery
#groceryindustry
#p2psummit
#consumergoods

Description:
Description
The graph represents a network of 30 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 Saturday, 12 January 2019 at 22:02 UTC.

The requested start date was Saturday, 12 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 8-day, 19-hour, 15-minute period from Thursday, 03 January 2019 at 00:48 UTC to Friday, 11 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 : 30
Unique Edges : 41
Edges With Duplicates : 6
Total Edges : 47
Number of Edge Types : 2
Mentions : 36
Tweet : 11
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0606060606060606
Reciprocated Edge Ratio : 0.114285714285714
Connected Components : 8
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 14
Maximum Edges in a Connected Component : 22
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.875912
Graph Density : 0.0402298850574713
Modularity : 0.592915
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] https://www.youtube.com/watch?v=RXxYzeeIPuQ

[1] https://twitter.com/i/web/status/1083816815799619584
[1] https://twitter.com/i/web/status/1083606470854352896
[1] https://lnkd.in/e4sNkg9
[1] https://lnkd.in/eP7YUGs
[1] http://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201901/index.php#/58
[1] https://hubs.ly/H0g4kM00
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/csa_20181112/index.php#/10
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/csa_20190102/
[1] https://progressivegrocer.com/TWIGNominations

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

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

Top URLs in Tweet in G2:
[1] 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

Top URLs in Tweet in G5:
[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:
[6] retail
[4] cpg
[3] twig19
[3] topwomen
[3] grocery
[3] groceryindustry
[3] p2psummit
[3] consumergoods
[2] retailer
[2] cpgindustry



Top Hashtags in Tweet in G1:
[4] retail
[3] cpg
[3] twig19
[3] topwomen
[3] grocery
[3] groceryindustry
[3] p2psummit
[2] cpgindustry
[2] ensembleiq
[1] community

Top Hashtags in Tweet in G2:
[1] pharmacy
[1] 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 Words
Top Words in Tweet in Entire Graph:
[49] Words in Sentiment List#1: Positive
[9] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[627] Non-categorized Words
[685] Total Words
[11] ensembleiq
[8] retail
[7] drugstorenews
[7] grocery
[6] 2019

Top Words in Tweet in G1:
[8] ensembleiq
[7] grocery
[5] top
[5] pgrocer
[4] nominate
[4] outstanding
[4] woman
[4] women
[4] retail
[4] enjoy

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

Top Words in Tweet in G3:
[2] cgtmagazine
[2] early
[2] bird
[2] gets
[2] worm
[2] retailer
[2] consumergoods
[2] professional
[2] looking
[2] learn

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

Top Words in Tweet in G5:
[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:
[5] latest,issue
[5] issue,drugstorenews
[5] drugstorenews,omnicell's
[5] omnicell's,scott
[5] scott,seidelmann
[5] seidelmann,rebecca
[5] rebecca,chater
[5] chater,discuss
[5] discuss,company's
[5] company's,vision

Top Word Pairs in Tweet in G1:
[4] nominate,outstanding
[4] outstanding,woman
[4] pgrocer,top
[4] top,women
[4] women,grocery
[3] twig19,topwomen
[3] topwomen,grocery
[3] ready,enjoy
[3] enjoy,sun
[3] sun,surf

Top Word Pairs in Tweet in G2:
[5] latest,issue
[5] issue,drugstorenews
[5] drugstorenews,omnicell's
[5] omnicell's,scott
[5] scott,seidelmann
[5] seidelmann,rebecca
[5] rebecca,chater
[5] chater,discuss
[5] discuss,company's
[5] company's,vision

Top Word Pairs in Tweet in G3:
[2] early,bird
[2] bird,gets
[2] gets,worm
[2] worm,retailer
[2] retailer,consumergoods
[2] consumergoods,professional
[2] professional,looking
[2] looking,learn
[2] learn,better

Top Word Pairs in Tweet in G5:
[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:
@ensembleiq
@drugstorenews
@omnicell
@omcladherence
@pgrocer
@cgtmagazine
@zimsusa
@bdoconsumer
@risnewsinsights
@techpointind

Top Mentioned in G1:
@ensembleiq
@pgrocer
@davidshanker

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

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

Top Mentioned in G5:
@bdoconsumer
@chainstoreage

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

Top Tweeters in G1:
@pgrocer
@simoneknaap
@davidshanker
@cpginsights
@ccentral360
@laura_freund
@ensembleiq
@spring_global

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

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

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

Top Tweeters in G5:
@chainstoreage
@bdoconsumer
@neilstockhambdo