EnsembleIQ, Twitter, 3/16/2019 8:50:22 PM, 190608


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EnsembleIQ_2019-03-16_13-47-08.xlsx
EnsembleIQ_2019-03-16_13-47-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2019
Short Description:
EnsembleIQ via NodeXL http://bit.ly/2TGX14g
@simoneknaap
@ensembleiq
@pgrocer
@rammeld7
@cgtmagazine
@davidshanker
@albertguffanti
@therbig
@facebook
@raleys

Top hashtags:
#rcas19
#retail
#analytics
#consumergoods
#data
#grocery
#natural
#organic
#retailtech
#brands

Description:
Description
The graph represents a network of 53 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, 16 March 2019 at 20:47 UTC.

The requested start date was Saturday, 16 March 2019 at 00:01 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, 2-hour, 50-minute period from Saturday, 02 March 2019 at 15:44 UTC to Friday, 15 March 2019 at 18:34 UTC.

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 : 53
Unique Edges : 58
Edges With Duplicates : 43
Total Edges : 101
Number of Edge Types : 3
Mentions : 78
Tweet : 19
Replies to : 4
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0.0701754385964912
Reciprocated Edge Ratio : 0.131147540983607
Connected Components : 11
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 36
Maximum Edges in a Connected Component : 82
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.710309
Graph Density : 0.022133526850508
Modularity : 0.446966
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://events.ensembleiq.com/rcas-2019/208595
[4] https://events.ensembleiq.com/rcas-2019
[3] https://www.pehub.com/2019/03/pe-backed-ensembleiq-promotes-hughes-to-coo/?utm_source=dlvr.it&utm_medium=twitter
[2] https://issuu.com/ensembleiq/docs/pg-0319/5
[1] https://twitter.com/i/web/status/1105834671802404865
[1] https://lnkd.in/eUN76VR
[1] https://twitter.com/i/web/status/1106589777967616002
[1] https://mailchi.mp/siia/connectiv-innovation-award-winners-announced
[1] http://www.cegep-matane.qc.ca/nouvelles/2019/une-enseignante-en-soins-infirmiers-honoree/
[1] https://twitter.com/i/web/status/1105849825726214144

Top URLs in Tweet in G1:
[4] https://events.ensembleiq.com/rcas-2019/208595
[1] https://events.ensembleiq.com/rcas-2019
[1] https://consumergoods.com/levis-uses-new-tech-let-customers-design-custom-jeans
[1] https://events.ensembleiq.com/p2plu-bootcamp

Top URLs in Tweet in G2:
[2] https://issuu.com/ensembleiq/docs/pg-0319/5

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1105834671802404865
[1] https://drive.google.com/file/d/0B8CCIsUxOgrBTVp2TTF4WjdLX3RvbExNQTB0RU0zQTZZbUZn/view
[1] https://twitter.com/i/web/status/1106196094172704768
[1] https://medium.com/@Wirelessnerd/murtec-surprises-and-delights-as-i-get-a-peek-into-the-chain-restaurant-industry-5fe13ef90f37?source=friends_link&sk=52ac676fea5c3e664fd31d434f4fbe02
[1] https://lnkd.in/e_Z4Cz7
[1] https://lnkd.in/eUegRca

Top URLs in Tweet in G4:
[3] https://events.ensembleiq.com/rcas-2019/208595
[3] https://events.ensembleiq.com/rcas-2019

Top URLs in Tweet in G5:
[1] https://twitter.com/pewresearch/status/1105447101813702656

Top URLs in Tweet in G6:
[1] https://issuu.com/ensembleiq/docs/cg_feb_19?e=37211642/68043378
[1] https://www.pehub.com/2019/03/pe-backed-ensembleiq-promotes-hughes-to-coo/?utm_source=dlvr.it&utm_medium=twitter
[1] https://lnkd.in/eUN76VR

Top URLs in Tweet in G7:
[1] http://www.cegep-matane.qc.ca/nouvelles/2019/une-enseignante-en-soins-infirmiers-honoree/
[1] https://twitter.com/i/web/status/1105845972519792641
[1] https://twitter.com/i/web/status/1105849825726214144

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1106589777967616002
[1] https://mailchi.mp/siia/connectiv-innovation-award-winners-announced

Top URLs in Tweet in G9:
[2] https://www.pehub.com/2019/03/pe-backed-ensembleiq-promotes-hughes-to-coo/?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[12] ensembleiq.com
[6] twitter.com
[3] issuu.com
[3] lnkd.in
[3] pehub.com
[2] nxtbook.com
[1] mailchi.mp
[1] qc.ca
[1] medium.com
[1] consumergoods.com

Top Domains in Tweet in G1:
[6] ensembleiq.com
[1] consumergoods.com

Top Domains in Tweet in G2:
[2] issuu.com

Top Domains in Tweet in G3:
[2] twitter.com
[2] lnkd.in
[1] google.com
[1] medium.com

Top Domains in Tweet in G4:
[6] ensembleiq.com

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

Top Domains in Tweet in G6:
[1] issuu.com
[1] pehub.com
[1] lnkd.in

Top Domains in Tweet in G7:
[2] twitter.com
[1] qc.ca

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

Top Domains in Tweet in G9:
[2] pehub.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] rcas19
[13] retail
[10] analytics
[10] consumergoods
[9] data
[6] grocery
[6] natural
[6] organic
[5] retailtech
[4] brands



Top Hashtags in Tweet in G1:
[8] consumergoods
[5] retail
[4] rcas19
[4] brands
[4] apparel
[4] fashion
[4] demin
[3] analytics
[2] retailers
[2] data

Top Hashtags in Tweet in G2:
[6] grocery
[6] retail
[6] natural
[6] organic
[2] rt

Top Hashtags in Tweet in G3:
[2] analytics
[2] rcas19
[2] murtec
[1] mealsolutions
[1] data
[1] marketing
[1] future
[1] commerce
[1] networking
[1] p2psummit

Top Hashtags in Tweet in G4:
[8] rcas19
[6] data
[5] analytics
[5] retailtech
[2] innovation
[2] consumergoods
[1] solutions
[1] dataanalytics
[1] retailers
[1] competitive

Top Hashtags in Tweet in G6:
[1] blockchain
[1] execsummit

Top Hashtags in Tweet in G7:
[1] experiencematane
[1] cegep
[1] matane
[1] enseignante
[1] soinsinfirmiers

Top Hashtags in Tweet in G8:
[1] b2b

Top Hashtags in Tweet in G10:
[1] convenienceu
[1] specs
[1] murtec

Top Words
Top Words in Tweet in Entire Graph:
[61] Words in Sentiment List#1: Positive
[11] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1277] Non-categorized Words
[1349] Total Words
[17] 2019
[17] retail
[16] ensembleiq
[14] analytics
[14] rcas19

Top Words in Tweet in G1:
[8] consumergoods
[6] analytics
[6] retail
[6] cgtmagazine
[5] design
[4] rcas19
[4] albertguffanti
[4] billittle
[4] davidshanker
[4] join

Top Words in Tweet in G2:
[12] 5
[8] march
[8] 2019
[6] want
[6] 411
[6] raleys'
[6] market
[6] one
[6] check
[6] out

Top Words in Tweet in G3:
[6] ensembleiq
[4] murtec
[4] restaurant
[3] wirelessnerd
[2] solutions
[2] analytics
[2] future
[2] rcas19
[2] htmagazine
[2] blog

Top Words in Tweet in G4:
[8] rcas19
[8] register
[6] data
[6] analytics
[6] learn
[5] retailtech
[4] enterprise
[4] early
[4] bird
[3] join

Top Words in Tweet in G5:
[2] data

Top Words in Tweet in G6:
[2] ensembleiq

Top Words in Tweet in G7:
[6] enseignante
[6] matane
[6] l
[6] prix
[6] santé
[5] jacinthe
[5] savard
[5] soins
[5] infirmiers
[5] au

Top Words in Tweet in G8:
[4] connectiv
[2] launches
[2] today's
[2] daily
[2] announcing
[2] 2019
[2] innovation
[2] award
[2] winners
[2] ensembleiq

Top Words in Tweet in G9:
[2] pe
[2] backed
[2] ensembleiq
[2] promotes
[2] hughes
[2] coo

Top Words in Tweet in G10:
[2] convenienceu
[2] toronto

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8] march,2019
[8] data,analytics
[7] check,out
[6] want,411
[6] 411,raleys'
[6] raleys',market
[6] market,5
[6] 5,one
[6] one,5
[6] 5,check

Top Word Pairs in Tweet in G1:
[5] retail,consumergoods
[4] albertguffanti,billittle
[4] levi's,uses
[4] uses,new
[4] new,tech
[4] tech,customers
[4] customers,design
[4] design,custom
[4] custom,jeans
[4] jeans,retail

Top Word Pairs in Tweet in G2:
[8] march,2019
[6] want,411
[6] 411,raleys'
[6] raleys',market
[6] market,5
[6] 5,one
[6] one,5
[6] 5,check
[6] check,out
[6] out,march

Top Word Pairs in Tweet in G3:
[2] htmagazine,ensembleiq
[2] blog,murtec
[2] murtec,surprises
[2] surprises,delights
[2] delights,peek
[2] peek,chain
[2] chain,restaurant
[2] restaurant,industry
[2] industry,view
[2] view,first

Top Word Pairs in Tweet in G4:
[5] data,analytics
[4] early,bird
[3] left,early
[3] register,today
[3] bird,rates
[3] rates,rcas19
[2] rcas19,thrilled
[2] thrilled,announce
[2] leverage,data
[2] rcas19,register

Top Word Pairs in Tweet in G7:
[5] jacinthe,savard
[5] savard,enseignante
[5] enseignante,soins
[5] soins,infirmiers
[5] infirmiers,au
[5] au,cégep
[5] cégep,matane
[5] matane,remporté
[5] remporté,l
[5] l,des

Top Word Pairs in Tweet in G8:
[2] today's,connectiv
[2] connectiv,daily
[2] daily,announcing
[2] announcing,2019
[2] 2019,connectiv
[2] connectiv,innovation
[2] innovation,award
[2] award,winners
[2] winners,ensembleiq
[2] ensembleiq,promotes

Top Word Pairs in Tweet in G9:
[2] pe,backed
[2] backed,ensembleiq
[2] ensembleiq,promotes
[2] promotes,hughes
[2] hughes,coo

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@cgtmagazine
@ensembleiq
@pgrocer
@raleys
@albertguffanti
@billittle
@davidshanker
@therbig
@facebook
@simoneknaap

Top Mentioned in G1:
@cgtmagazine
@albertguffanti
@billittle
@davidshanker
@therbig
@simoneknaap
@facebook
@levis
@ensembleiq
@path2purchaseiq

Top Mentioned in G2:
@raleys
@pgrocer
@issuu
@cpginsights

Top Mentioned in G3:
@ensembleiq
@pgrocer
@htmagazine
@wirelessnerd
@simoneknaap
@facebook
@chainstoreage

Top Mentioned in G4:
@sandeepdadlani
@marsglobal
@walmart
@campbells
@madtreebrewing
@facebook
@cgtmagazine

Top Mentioned in G5:
@didgebridge
@cgtmagazine
@risnewsinsights
@ensembleiq
@therbig
@albertguffanti
@pewresearch

Top Mentioned in G6:

Top Mentioned in G7:
@cegepmatane

Top Mentioned in G8:
@siia_connectiv

Top Mentioned in G9:
@pehub

Top Mentioned in G10:

Top Tweeters
Top Tweeters in Entire Graph:
@walmart
@compellingsites
@pehub
@pewresearch
@fp118fp
@jasonsilva
@pgrocer
@levis
@raleys
@simoneknaap

Top Tweeters in G1:
@levis
@simoneknaap
@shoptalk
@path2purchaseiq
@kelloggsus
@e2open
@kedana01
@stevefrenda1
@shop
@billittle

Top Tweeters in G2:
@pgrocer
@raleys
@issuu
@jimdudlicek
@cpginsights
@s_tomasello
@chelsea_minor

Top Tweeters in G3:
@jasonsilva
@wirelessnerd
@facebook
@chainstoreage
@htmagazine
@davidshanker
@ensembleiq

Top Tweeters in G4:
@walmart
@marsglobal
@madtreebrewing
@cgtmagazine
@sandeepdadlani
@campbells

Top Tweeters in G5:
@pewresearch
@risnewsinsights
@rammeld7
@therbig
@didgebridge
@albertguffanti

Top Tweeters in G6:
@jgkamm
@canadiangrocer
@scmatsap
@pheatherc

Top Tweeters in G7:
@fp118fp
@gd0748
@cegepmatane

Top Tweeters in G8:
@compellingsites
@siia_connectiv

Top Tweeters in G9:
@pehub
@tstockdalewave

Top Tweeters in G10:
@convenienceu
@edsev