EnsembleIQ, Twitter, 1/11/2019 2:59:06 AM, 181511


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EnsembleIQ_2019-01-10_18-57-37.xlsx
EnsembleIQ_2019-01-10_18-57-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 11, 2019
Short Description:
EnsembleIQ via NodeXL http://bit.ly/2TLpFwR
@ensembleiq
@simoneknaap
@cgtmagazine
@pgrocer
@ccentral360
@bdoconsumer
@aarete
@mediagrowth18
@chainstoreage
@path2purchaseiq

Top hashtags:
#consumergoods
#retail
#p2psummit
#retailers
#cpg
#retailer
#data
#analytics

Description:
Description
The graph represents a network of 17 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, 11 January 2019 at 02:57 UTC.

The requested start date was Friday, 11 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, 5-hour, 21-minute period from Friday, 28 December 2018 at 19:14 UTC to Thursday, 10 January 2019 at 00:35 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 : 17
Unique Edges : 19
Edges With Duplicates : 6
Total Edges : 25
Number of Edge Types : 2
Mentions : 14
Tweet : 11
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0769230769230769
Reciprocated Edge Ratio : 0.142857142857143
Connected Components : 7
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 8
Maximum Edges in a Connected Component : 15
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.580247
Graph Density : 0.0514705882352941
Modularity : 0.5112
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[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://buff.ly/2RdhwEh
[1] https://events.ensembleiq.com/rcas-2019
[1] https://events.ensembleiq.com/rcas-2019/208595
[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
[1] https://hubs.ly/H0g423v0
[1] https://twitter.com/i/web/status/1080874137265098754
[1] https://lnkd.in/eQUscAN

Top URLs in Tweet in G1:
[1] https://buff.ly/2RdhwEh
[1] https://buff.ly/2FgYZzU
[1] https://buff.ly/2UAeoAI
[1] https://lnkd.in/eQUscAN
[1] https://lnkd.in/ee6X9S2
[1] https://lnkd.in/ekaHayS

Top URLs in Tweet in G2:
[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://hubs.ly/H0g423v0
[1] https://hubs.ly/H0g4kM00

Top URLs in Tweet in G3:
[1] https://events.ensembleiq.com/rcas-2019
[1] https://events.ensembleiq.com/rcas-2019/208595

Top URLs in Tweet in G4:
[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 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 Domains in Tweet in Entire Graph:
[3] nxtbook.com
[3] buff.ly
[3] lnkd.in
[2] hubs.ly
[2] ensembleiq.com
[1] twitter.com
[1] linkedin.com

Top Domains in Tweet in G1:
[3] buff.ly
[3] lnkd.in

Top Domains in Tweet in G2:
[2] hubs.ly
[1] linkedin.com
[1] twitter.com

Top Domains in Tweet in G3:
[2] ensembleiq.com

Top Domains in Tweet in G4:
[1] nxtbook.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] consumergoods
[4] retail
[3] p2psummit
[3] retailers
[3] cpg
[2] retailer
[2] data
[2] analytics
[2] rcas19
[2] cpgindustry



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

Top Hashtags in Tweet in G2:
[1] retail
[1] treasurehunts
[1] trends

Top Hashtags in Tweet in G3:
[4] consumergoods
[2] retailers
[2] retailer
[2] data
[2] analytics
[2] rcas19
[1] p2psummit
[1] earlybird
[1] competitive

Top Hashtags in Tweet in G4:
[1] brand
[1] retail
[1] cpg

Top Words
Top Words in Tweet in Entire Graph:
[32] Words in Sentiment List#1: Positive
[5] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[449] Non-categorized Words
[486] Total Words
[8] ensembleiq
[6] retail
[5] register
[5] consumergoods
[5] analytics

Top Words in Tweet in G1:
[5] ensembleiq
[3] grocery
[3] enjoy
[3] register
[2] pgrocer
[2] top
[2] women
[2] 2019
[2] nominations
[2] open

Top Words in Tweet in G2:
[3] trends
[3] retail
[2] ensembleiq
[2] see

Top Words in Tweet in G3:
[4] consumergoods
[4] analytics
[4] learn
[2] register
[2] cgtmagazine
[2] know
[2] 41
[2] retailers
[2] 39
[2] companies

Top Words in Tweet in G4:
[2] reviewed
[2] 162
[2] new
[2] items
[2] sept
[2] five
[2] highlighted
[2] drugstorenews
[2] hot
[2] launches

Top Words in Tweet in G5:
[2] store

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3] ready,enjoy
[3] enjoy,sun
[3] sun,surf
[3] surf,sand
[3] sand,â
[3] â,ï
[3] ï,ðÿœ
[3] ðÿœ,register
[3] register,now
[3] now,p2psummit

Top Word Pairs in Tweet in G1:
[2] pgrocer,top
[2] top,women
[2] women,grocery
[2] grocery,2019
[2] 2019,nominations
[2] nominations,open
[2] open,nominate
[2] nominate,outstanding
[2] outstanding,woman
[2] woman,company

Top Word Pairs in Tweet in G3:
[2] know,41
[2] 41,retailers
[2] retailers,39
[2] 39,consumergoods
[2] consumergoods,companies
[2] companies,missing
[2] missing,well
[2] well,articulated
[2] articulated,analytics
[2] analytics,strategy

Top Word Pairs in Tweet in G4:
[2] reviewed,162
[2] 162,new
[2] new,items
[2] items,sept
[2] sept,five
[2] five,highlighted
[2] highlighted,drugstorenews
[2] drugstorenews,hot
[2] hot,launches
[2] launches,including

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@pgrocer
@drugstorenews
@simoneknaap
@chainstoreage
@path2purchaseiq
@bdoconsumer
@cgtmagazine
@hrg_inc
@davidshanker
@ccentral360

Top Tweeters in G1:
@pgrocer
@davidshanker
@ccentral360
@laura_freund
@ensembleiq

Top Tweeters in G2:
@stevefrenda1
@aarete
@bceagle47
@mediagrowth18

Top Tweeters in G3:
@simoneknaap
@path2purchaseiq
@cgtmagazine

Top Tweeters in G4:
@drugstorenews
@hrg_inc
@zimsusa

Top Tweeters in G5:
@chainstoreage
@bdoconsumer