EnsembleIQ, Twitter, 3/9/2019 6:32:15 PM, 189711


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EnsembleIQ_2019-03-08_02-22-23.xlsx
EnsembleIQ_2019-03-08_02-22-23.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 09, 2019
Short Description:
EnsembleIQ via NodeXL http://bit.ly/2Tsi36J
@cgtmagazine
@simoneknaap
@pgrocer
@walmart
@sap_cp
@ims_msa
@sandeepdadlani
@lorimitchellkel
@insolario
@drugstorenews

Top hashtags:
#rcas19
#data
#research
#blockchain
#analytics
#retailtech
#consumergoods
#ngashow19

Description:
Description
The graph represents a network of 47 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, 08 March 2019 at 10:22 UTC.

The requested start date was Thursday, 07 March 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, 4-hour, 27-minute period from Thursday, 21 February 2019 at 10:15 UTC to Wednesday, 06 March 2019 at 14:42 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 : 47
Unique Edges : 50
Edges With Duplicates : 24
Total Edges : 74
Number of Edge Types : 3
Tweet : 17
Mentions : 55
Replies to : 2
Self-Loops : 17
Reciprocated Vertex Pair Ratio : 0.0212765957446809
Reciprocated Edge Ratio : 0.0416666666666667
Connected Components : 10
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 17
Maximum Edges in a Connected Component : 36
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.991718
Graph Density : 0.0222016651248844
Modularity : 0.564326
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://events.ensembleiq.com/rcas-2019
[6] https://events.ensembleiq.com/rcas-2019/208595
[1] https://hubs.ly/H0gVfvW0
[1] https://twitter.com/CGTMagazine/status/1098609296147927040
[1] https://events.ensembleiq.com/p2plu-bootcamp
[1] https://shoppermarketingmag.com/artificial-intelligence
[1] https://twitter.com/i/web/status/1100806441080893440
[1] https://twitter.com/i/web/status/1100759155831230464
[1] https://twitter.com/i/web/status/1100539381537034240
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201902/index.php#/62

Top URLs in Tweet in G1:
[8] https://events.ensembleiq.com/rcas-2019
[6] https://events.ensembleiq.com/rcas-2019/208595
[1] https://twitter.com/CGTMagazine/status/1098609296147927040
[1] https://events.ensembleiq.com/p2plu-bootcamp
[1] https://shoppermarketingmag.com/artificial-intelligence
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/pg_201902/index.php#/80

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1100539381537034240
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/pg_201902/index.php#/2
[1] https://twitter.com/i/web/status/1098538542605717506
[1] https://twitter.com/i/web/status/1098538137440129024

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1100759155831230464

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1100806441080893440
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/dsn_201902/index.php#/62

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1098526580618481666
[1] https://twitter.com/i/web/status/1098529920773513216
[1] http://www2.kingrs.com/l/53612/2019-02-21/k4tqxc
[1] https://hubs.ly/H0gVfvW0

Top URLs in Tweet in G7:
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/cgt_201902/index.php#/10?platform=hootsuite

Top URLs in Tweet in G8:
[1] https://www.stratconn.org/
[1] https://dy.si/skdym

Top URLs in Tweet in G9:
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/pg_201902/index.php#/36

Top Domains
Top Domains in Tweet in Entire Graph:
[15] ensembleiq.com
[8] twitter.com
[5] nxtbook.com
[1] hubs.ly
[1] shoppermarketingmag.com
[1] stratconn.org
[1] dy.si
[1] kingrs.com

Top Domains in Tweet in G1:
[15] ensembleiq.com
[1] twitter.com
[1] shoppermarketingmag.com
[1] nxtbook.com

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

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

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

Top Domains in Tweet in G5:
[2] twitter.com
[1] kingrs.com
[1] hubs.ly

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

Top Domains in Tweet in G8:
[1] stratconn.org
[1] dy.si

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16] rcas19
[10] data
[8] research
[8] blockchain
[7] analytics
[7] retailtech
[5] consumergoods
[4] ngashow19
[3] innovation
[3] dataanalytics



Top Hashtags in Tweet in G1:
[15] rcas19
[10] data
[7] analytics
[6] retailtech
[5] consumergoods
[3] dataanalytics
[2] innovation
[2] ai
[2] collaboration
[2] retailers

Top Hashtags in Tweet in G2:
[8] research
[8] blockchain
[4] ngashow19
[1] rt
[1] independent
[1] grocery

Top Hashtags in Tweet in G5:
[1] weworkbetter
[1] retaildesign
[1] retail
[1] treasurehunts
[1] trends

Top Hashtags in Tweet in G6:
[1] rcas19

Top Hashtags in Tweet in G8:
[1] digital
[1] commerce
[1] bigdata
[1] retailers
[1] retailtech
[1] innovation

Top Hashtags in Tweet in G9:
[2] progressivegrocer
[1] unclegiuseppes

Top Words
Top Words in Tweet in Entire Graph:
[59] Words in Sentiment List#1: Positive
[17] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1306] Non-categorized Words
[1382] Total Words
[21] learn
[17] read
[16] rcas19
[13] more
[13] food

Top Words in Tweet in G1:
[15] rcas19
[12] learn
[12] register
[11] data
[10] join
[10] more
[7] analytics
[6] early
[6] bird
[6] retailtech

Top Words in Tweet in G2:
[12] read
[11] pgrocer
[8] insolar's
[8] head
[8] research
[8] henry
[8] kim
[8] recently
[8] featured
[8] article

Top Words in Tweet in G3:
[12] recall
[12] food
[6] safety
[6] top
[6] mind
[6] consumers
[6] retailers
[6] feverishly
[6] exploring
[5] lorimitchellkel

Top Words in Tweet in G4:
[6] issue
[4] drugstorenews
[4] read
[3] rxownership
[3] month's
[3] encourage
[3] highlights
[3] health
[3] mart
[2] more

Top Words in Tweet in G5:
[4] store
[3] progressive
[2] trends
[2] see
[2] retail

Top Words in Tweet in G7:
[3] management
[2] msa
[2] honored
[2] ranked
[2] top
[2] 10
[2] service
[2] providers
[2] outsourcing
[2] integration

Top Words in Tweet in G8:
[2] digital
[2] commerce

Top Words in Tweet in G9:
[2] unclegiuseppes
[2] proud
[2] featured
[2] progressivegrocer
[2] outstanding
[2] independent
[2] award
[2] meat
[2] seafood

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8] data,analytics
[8] insolar's,head
[8] head,research
[8] research,henry
[8] henry,kim
[8] kim,recently
[8] recently,featured
[8] featured,pgrocer
[8] pgrocer,read
[8] read,article

Top Word Pairs in Tweet in G1:
[7] data,analytics
[6] early,bird
[5] bird,rates
[5] join,rcas19
[4] rcas19,learn
[4] business,join
[4] days,left
[4] register,today
[3] learn,design
[3] design,intelligent

Top Word Pairs in Tweet in G2:
[8] insolar's,head
[8] head,research
[8] research,henry
[8] henry,kim
[8] kim,recently
[8] recently,featured
[8] featured,pgrocer
[8] pgrocer,read
[8] read,article
[8] article,learn

Top Word Pairs in Tweet in G3:
[6] recall,recall
[6] recall,food
[6] food,safety
[6] safety,top
[6] top,mind
[6] mind,consumers
[6] consumers,food
[6] food,retailers
[6] retailers,feverishly
[6] feverishly,exploring

Top Word Pairs in Tweet in G4:
[3] read,month's
[3] month's,drugstorenews
[3] drugstorenews,issue
[3] issue,encourage
[3] encourage,issue
[3] issue,highlights
[3] highlights,health
[3] health,mart
[2] rxownership,read

Top Word Pairs in Tweet in G7:
[2] msa,honored
[2] honored,ranked
[2] ranked,top
[2] top,10
[2] 10,service
[2] service,providers
[2] providers,outsourcing
[2] outsourcing,integration
[2] integration,trade
[2] trade,program

Top Word Pairs in Tweet in G8:
[2] digital,commerce

Top Word Pairs in Tweet in G9:
[2] proud,featured
[2] featured,progressivegrocer
[2] progressivegrocer,outstanding
[2] outstanding,independent
[2] independent,award
[2] award,meat
[2] meat,seafood

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

Top Replied-To in G4:
@naiconsulting

Top Replied-To in G8:
@ensembleiq

Top Mentioned
Top Mentioned in Entire Graph:
@pgrocer
@cgtmagazine
@insolario
@lorimitchellkel
@kroger
@drugstorenews
@walmart
@campbells
@madtreebrewing
@albertguffanti

Top Mentioned in G1:
@kroger
@cgtmagazine
@walmart
@campbells
@madtreebrewing
@albertguffanti
@billittle
@marsglobal
@therbig
@path2purchaseiq

Top Mentioned in G2:
@pgrocer
@insolario

Top Mentioned in G3:
@lorimitchellkel

Top Mentioned in G4:
@drugstorenews
@rxownership

Top Mentioned in G6:
@cgtmagazine
@walmar

Top Mentioned in G7:
@ims_msa
@cgtmagazine

Top Mentioned in G9:
@unclegiuseppes

Top Tweeters
Top Tweeters in Entire Graph:
@walmart
@pharmacypodcast
@kroger
@how_to_coin
@pgrocer
@drugstorenews
@simoneknaap
@mauri_the_coach
@lowcap_hunter
@bizuser

Top Tweeters in G1:
@walmart
@kroger
@simoneknaap
@path2purchaseiq
@marsglobal
@madtreebrewing
@cgtmagazine
@sap_cp
@ecrawfordwrites
@campbells

Top Tweeters in G2:
@how_to_coin
@pgrocer
@mauri_the_coach
@lowcap_hunter
@jimdudlicek
@chschnei_at
@cpginsights
@insolario
@efantasia98
@rolandasoz

Top Tweeters in G3:
@bizuser
@theleuker
@retailbird
@lorimitchellkel
@carinasmessage1
@ganeshgw

Top Tweeters in G4:
@pharmacypodcast
@drugstorenews
@ritanumerof
@rxownership
@naiconsulting

Top Tweeters in G5:
@kingretail
@aarete
@insolarjapan
@insolarkorea

Top Tweeters in G6:
@sandeepdadlani
@walmar

Top Tweeters in G7:
@ims_msa
@tommyb333

Top Tweeters in G8:
@ensembleiq
@stuartgreene11

Top Tweeters in G9:
@hubertpellegrin
@unclegiuseppes