EnsembleIQ, Twitter, 3/14/2019 9:23:55 AM, 190347


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EnsembleIQ_2019-03-14_02-22-22.xlsx
EnsembleIQ_2019-03-14_02-22-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2019
Short Description:
EnsembleIQ via NodeXL http://bit.ly/2TDcy4X
@simoneknaap
@ensembleiq
@pgrocer
@lorimitchellkel
@rammeld7
@davidshanker
@cgtmagazine
@albertguffanti
@therbig
@facebook

Top hashtags:
#rcas19
#analytics
#consumergoods
#data
#retail
#retailtech
#brands
#apparel
#fashion

Description:
Description
The graph represents a network of 54 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 Thursday, 14 March 2019 at 09:22 UTC.

The requested start date was Thursday, 14 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, 20-hour, 24-minute period from Thursday, 28 February 2019 at 02:32 UTC to Wednesday, 13 March 2019 at 22:56 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 : 54
Unique Edges : 55
Edges With Duplicates : 47
Total Edges : 102
Number of Edge Types : 3
Mentions : 78
Tweet : 20
Replies to : 4
Self-Loops : 20
Reciprocated Vertex Pair Ratio : 0.0555555555555556
Reciprocated Edge Ratio : 0.105263157894737
Connected Components : 11
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 37
Maximum Edges in a Connected Component : 84
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.857347
Graph Density : 0.019916142557652
Modularity : 0.41609
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
[7] 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://www.nxtbook.com/nxtbooks/ensembleiq/pg_201902/index.php#/80
[1] https://lnkd.in/eUN76VR
[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
[1] https://twitter.com/i/web/status/1105845972519792641
[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

Top URLs in Tweet in G1:
[7] https://events.ensembleiq.com/rcas-2019/208595
[7] 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:
[1] https://twitter.com/pewresearch/status/1105447101813702656

Top URLs in Tweet in G3:
[1] https://www.nxtbook.com/nxtbooks/ensembleiq/pg_201902/index.php#/80

Top URLs in Tweet in G4:
[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://drive.google.com/file/d/0B8CCIsUxOgrBTVp2TTF4WjdLX3RvbExNQTB0RU0zQTZZbUZn/view
[1] https://twitter.com/i/web/status/1105834671802404865
[1] https://www.stratconn.org/

Top URLs in Tweet in G5:
[1] https://lnkd.in/e_Z4Cz7
[1] https://lnkd.in/eUegRca

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://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:
[15] ensembleiq.com
[4] twitter.com
[3] lnkd.in
[3] pehub.com
[3] nxtbook.com
[1] mailchi.mp
[1] qc.ca
[1] medium.com
[1] consumergoods.com
[1] google.com

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

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

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

Top Domains in Tweet in G4:
[1] medium.com
[1] google.com
[1] twitter.com
[1] stratconn.org

Top Domains in Tweet in G5:
[2] lnkd.in

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] mailchi.mp

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[17] rcas19
[11] analytics
[10] consumergoods
[10] data
[7] retail
[5] retailtech
[4] brands
[4] apparel
[4] fashion
[4] demin



Top Hashtags in Tweet in G1:
[15] rcas19
[10] consumergoods
[9] data
[9] analytics
[5] retail
[5] retailtech
[4] brands
[4] apparel
[4] fashion
[4] demin

Top Hashtags in Tweet in G3:
[1] blockchain
[1] retail

Top Hashtags in Tweet in G4:
[2] murtec
[2] analytics
[2] commerce
[1] hospitality
[1] restaurant
[1] restauranttech
[1] data
[1] marketing
[1] future
[1] networking

Top Hashtags in Tweet in G5:
[1] rcas19
[1] specs2019
[1] murtec2019

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:
[63] Words in Sentiment List#1: Positive
[7] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1383] Non-categorized Words
[1453] Total Words
[17] rcas19
[16] ensembleiq
[15] analytics
[12] data
[12] food

Top Words in Tweet in G1:
[15] rcas19
[13] analytics
[11] register
[10] consumergoods
[9] learn
[9] data
[8] design
[8] cgtmagazine
[7] join
[7] enterprise

Top Words in Tweet in G2:
[2] data

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

Top Words in Tweet in G4:
[4] murtec
[4] restaurant
[3] ensembleiq
[3] time
[3] commerce
[3] wirelessnerd
[2] htmagazine
[2] blog
[2] surprises
[2] delights

Top Words in Tweet in G5:
[3] ensembleiq
[2] reiko
[2] technology
[2] kicking

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] today's
[2] daily
[2] announcing
[2] 2019
[2] innovation
[2] award
[2] winners
[2] ensembleiq
[2] promotes

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:
[9] data,analytics
[6] early,bird
[6] food,safety
[5] jacinthe,savard
[5] savard,enseignante
[5] enseignante,soins
[5] soins,infirmiers
[5] infirmiers,au
[5] au,cégep
[5] cégep,matane

Top Word Pairs in Tweet in G1:
[8] data,analytics
[6] early,bird
[5] albertguffanti,billittle
[5] retail,consumergoods
[5] bird,rates
[4] design,intelligent
[4] intelligent,enterprise
[4] levi's,uses
[4] uses,new
[4] new,tech

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

Top Word Pairs in Tweet in G4:
[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 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
@albertguffanti
@billittle
@therbig
@davidshanker
@facebook
@simoneknaap
@lorimitchellkel
@cegepmatane

Top Mentioned in G1:
@cgtmagazine
@albertguffanti
@billittle
@davidshanker
@therbig
@facebook
@simoneknaap
@walmart
@campbells
@sandeepdadlani

Top Mentioned in G2:
@didgebridge
@cgtmagazine
@risnewsinsights
@ensembleiq
@therbig
@albertguffanti
@pewresearch

Top Mentioned in G3:
@lorimitchellkel
@pgrocer
@sap_retail

Top Mentioned in G4:
@ensembleiq
@htmagazine
@pgrocer
@wirelessnerd

Top Mentioned in G5:
@ensembleiq
@simoneknaap
@facebook
@chainstoreage

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
@kroger
@jasonsilva
@pgrocer
@levis
@simoneknaap

Top Tweeters in G1:
@walmart
@kroger
@levis
@simoneknaap
@shoptalk
@path2purchaseiq
@marsglobal
@kelloggsus
@madtreebrewing
@cgtmagazine

Top Tweeters in G2:
@pewresearch
@risnewsinsights
@rammeld7
@therbig
@didgebridge
@albertguffanti

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

Top Tweeters in G4:
@pgrocer
@wirelessnerd
@htmagazine
@ensembleiq

Top Tweeters in G5:
@jasonsilva
@facebook
@chainstoreage
@davidshanker

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