cumberlandfarms, Twitter, 2/16/2019 9:03:47 PM, 186948


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cumberlandfarms_2019-02-16_13-01-10.xlsx
cumberlandfarms_2019-02-16_13-01-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 16, 2019
Short Description:
cumberlandfarms via NodeXL http://bit.ly/2SF9K7b
@cumberlandfarms
@yeswaystores
@hooray
@jmbaumer
@retailbetter
@ksullivannews
@ktree508
@ragemutansky
@kirk_mccray
@chipsy231

Top hashtags:
#pizza
#coffee
#mondaymotivation
#warehouse
#nacsleadershipforum

Description:
Description
The graph represents a network of 218 Twitter users whose tweets in the requested range contained "cumberlandfarms", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 February 2019 at 21:01 UTC.

The requested start date was Saturday, 16 February 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, 19-hour, 14-minute period from Saturday, 02 February 2019 at 02:38 UTC to Friday, 15 February 2019 at 21:53 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 : 218
Unique Edges : 308
Edges With Duplicates : 182
Total Edges : 490
Number of Edge Types : 3
Replies to : 147
Mentions : 293
Tweet : 50
Self-Loops : 50
Reciprocated Vertex Pair Ratio : 0.140127388535032
Reciprocated Edge Ratio : 0.245810055865922
Connected Components : 8
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 206
Maximum Edges in a Connected Component : 462
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.536654
Graph Density : 0.0075677503910709
Modularity : 0.427208
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1] https://twitter.com/i/web/status/1095863148110860288
[1] https://twitter.com/i/web/status/1095674119482413057
[1] https://twitter.com/i/web/status/1095654744775905281
[1] https://twitter.com/i/web/status/1095425614822158336
[1] https://twitter.com/i/web/status/1095425319681560576
[1] https://twitter.com/i/web/status/1093545499477635072
[1] https://medium.com/google-news-la
[1] https://twitter.com/i/web/status/1096495742695424001
[1] https://twitter.com/i/web/status/1094999853007020032
[1] https://twitter.com/i/web/status/1094998863784656896

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1093556020687843329
[1] http://www.cumberlandfarms.com/SmartPay?utm_medium=smartpay&utm_source=twitter&utm_campaign=kandp
[1] https://twitter.com/i/web/status/1095367049373802497
[1] https://locations.cumberlandfarms.com/?utm_medium=storelocator&utm_source=twitter&utm_campaign=kandp
[1] https://twitter.com/i/web/status/1096091942658674688
[1] https://twitter.com/i/web/status/1096454154434854912
[1] https://twitter.com/i/web/status/1095863148110860288
[1] https://twitter.com/i/web/status/1095674119482413057
[1] https://twitter.com/i/web/status/1095654744775905281
[1] https://twitter.com/i/web/status/1095425614822158336

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1095484227368423426
[1] https://twitter.com/i/web/status/1095175096174604288
[1] https://twitter.com/i/web/status/1095174932642828288
[1] https://twitter.com/i/web/status/1095165249014190080

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1095806696721666048
[1] https://twitter.com/i/web/status/1095702890386210817
[1] https://twitter.com/i/web/status/1095394909828378625
[1] https://twitter.com/i/web/status/1095345815265136645
[1] https://twitter.com/i/web/status/1093555894430896128
[1] https://twitter.com/i/web/status/1093560705557712896

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1091536604710211585
[1] https://twitter.com/i/web/status/1091533467580596225
[1] https://twitter.com/WCVB/status/1091524323251286017

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1096455505701158913

Top URLs in Tweet in G10:
[1] https://twitter.com/cumberlandfarms/status/1092831644812263424
[1] https://twitter.com/cumberlandfarms/status/1093143341842264069
[1] https://dy.si/3CK65
[1] https://csnews.com/cumberland-farms-celebrates-80th-birthday-launch-exclusive-products-sweepstakes-promotions
[1] https://dy.si/sGyFM
[1] https://dy.si/FSHiX
[1] https://dy.si/MFZrd
[1] https://dy.si/Fzsyke
[1] https://dy.si/5XhvL
[1] https://dy.si/TCKth

Top Domains
Top Domains in Tweet in Entire Graph:
[41] twitter.com
[20] dy.si
[16] swarmapp.com
[2] cumberlandfarms.com
[1] medium.com
[1] csnews.com
[1] instagram.com
[1] delish.com

Top Domains in Tweet in G1:
[20] twitter.com
[16] swarmapp.com
[2] cumberlandfarms.com
[1] delish.com

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

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

Top Domains in Tweet in G8:
[3] twitter.com

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

Top Domains in Tweet in G10:
[20] dy.si
[2] twitter.com
[1] csnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] pizza
[7] coffee
[5] mondaymotivation
[5] warehouse
[4] nacsleadershipforum
[4] myfavoritepickmeup
[3] valentinesday
[3] gotmycumbys
[3] coffeeholic
[3] coffeeaddict



Top Hashtags in Tweet in G1:
[8] pizza
[5] coffee
[4] nacsleadershipforum
[4] myfavoritepickmeup
[3] valentinesday
[3] coffeeholic
[3] coffeeaddict
[2] breakfast
[2] yum
[2] love

Top Hashtags in Tweet in G2:
[1] celtics
[1] stayinyourlane

Top Hashtags in Tweet in G3:
[2] nationalpizzaday
[2] e15
[1] cumbys
[1] papaginos
[1] methuenma
[1] bluetooth
[1] valentinesday2019
[1] singlesawarenessday

Top Hashtags in Tweet in G5:
[1] superbowlmonday
[1] ilovecumbys

Top Hashtags in Tweet in G7:
[2] gotmycumbys
[1] loyalty

Top Hashtags in Tweet in G9:
[1] faketrumpemergency
[1] immigration
[1] illegal

Top Hashtags in Tweet in G10:
[5] warehouse
[1] 80thbirthday
[1] cumberlandfarms
[1] cumbyvalued
[1] birthdayblasticecream
[1] delicious
[1] workhere
[1] community
[1] finance
[1] hr

Top Words
Top Words in Tweet in Entire Graph:
[181] Words in Sentiment List#1: Positive
[66] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4139] Non-categorized Words
[4386] Total Words
[200] cumberlandfarms
[40] coffee
[33] nbcsceltics
[24] ðÿ
[21] up

Top Words in Tweet in G1:
[101] cumberlandfarms
[30] coffee
[21] ðÿ
[17] plus
[17] slice
[17] pizza
[15] applicable
[14] tax
[12] 1
[12] breakfast

Top Words in Tweet in G2:
[31] cumberlandfarms
[29] nbcsceltics
[12] celtics
[10] lounge
[9] adamhimmelsbach
[6] asherrodblakely
[5] answer
[5] spot
[4] regret
[4] trading

Top Words in Tweet in G3:
[13] cumberlandfarms
[4] great
[4] caseysgenstore
[3] speedway
[3] karlsonmckenzie
[3] papaginos
[3] cefco
[3] circlekstores
[3] jacksons
[3] lovestravelstop

Top Words in Tweet in G5:
[5] cumberlandfarms
[4] dunkindonuts
[3] 1
[3] coffee
[2] patriots
[2] win
[2] everyday

Top Words in Tweet in G6:
[4] m
[4] s
[3] proud
[3] pumping
[3] up
[3] starbucks
[3] today
[3] bradfo
[3] those
[3] bastards

Top Words in Tweet in G7:
[8] cumberlandfarms
[4] dunkinct
[3] make
[3] day
[3] bdd4life
[3] kirk_mccray
[2] 99
[2] everyday
[2] gotmycumbys
[2] addictedtodd

Top Words in Tweet in G8:
[7] cumberlandfarms
[5] gerrycallahan
[2] day

Top Words in Tweet in G10:
[9] love
[9] work
[5] warehouse
[3] store
[2] delicious
[2] brighton
[2] team's
[2] ribbon
[2] day
[2] flashback

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] plus,applicable
[14] cumberlandfarms,lounge
[12] applicable,tax
[10] adamhimmelsbach,cumberlandfarms
[9] love,work
[9] nbcsceltics,cumberlandfarms
[8] nbcsceltics,celtics
[7] asherrodblakely,cumberlandfarms
[6] private,message
[6] contact,info

Top Word Pairs in Tweet in G1:
[15] plus,applicable
[12] applicable,tax
[6] tax,1
[6] 1,19
[6] private,message
[6] contact,info
[6] info,phone
[6] phone,email
[5] cheese,pepperoni
[5] pepperoni,slices

Top Word Pairs in Tweet in G2:
[10] cumberlandfarms,lounge
[9] adamhimmelsbach,cumberlandfarms
[9] nbcsceltics,cumberlandfarms
[6] asherrodblakely,cumberlandfarms
[6] nbcsceltics,celtics
[5] nbcsceltics,asherrodblakely
[4] nbcsceltics,adamhimmelsbach
[4] celtics,regret
[4] regret,trading
[4] trading,deadline

Top Word Pairs in Tweet in G3:
[3] caseysgenstore,cefco
[3] cefco,circlekstores
[3] circlekstores,cumberlandfarms
[3] cumberlandfarms,jacksons
[3] jacksons,lovestravelstop
[3] lovestravelstop,mapco
[2] karlsonmckenzie,cumberlandfarms
[2] mapco,oasiscstores
[2] wrapped,up
[2] up,great

Top Word Pairs in Tweet in G5:
[2] cumberlandfarms,dunkindonuts

Top Word Pairs in Tweet in G6:
[3] m,proud
[3] proud,pumping
[3] pumping,up
[3] up,starbucks
[3] starbucks,today
[3] today,bradfo
[3] bradfo,those
[3] those,bastards
[3] bastards,cumberlandfarms
[3] cumberlandfarms,seemed

Top Word Pairs in Tweet in G7:
[2] bdd4life,addictedtodd
[2] addictedtodd,dunkinct
[2] kirk_mccray,bdd4life
[2] dunkinct,cumberlandfarms

Top Word Pairs in Tweet in G8:
[5] gerrycallahan,cumberlandfarms
[2] cumberlandfarms,day

Top Word Pairs in Tweet in G10:
[9] love,work
[5] work,warehouse
[2] brighton,store
[2] store,team's
[2] team's,ribbon
[2] ribbon,day
[2] flashback,friday
[2] friday,good
[2] good,ol'
[2] ol',days

Top Replied-To
Top Replied-To in Entire Graph:
@cumberlandfarms
@nbcsceltics
@tman1138pm
@phppoet
@kirk_mccray
@gerrycallahan
@andytbone2
@brandyscorner
@casinossb
@steeler1313

Top Replied-To in G1:
@cumberlandfarms
@tman1138pm
@phppoet
@mainefly
@bottlerocket
@joepcro
@laura21968
@dzadzi55
@steeler1313
@casinossb

Top Replied-To in G2:
@nbcsceltics
@iankach
@jahmaalbox

Top Replied-To in G3:
@cumberlandfarms
@speedway
@tman1138pm
@retailbetter
@yeswaystores
@caseysgenstore

Top Replied-To in G4:
@twitter

Top Replied-To in G5:
@cumberlandfarms
@wbz

Top Replied-To in G7:
@kirk_mccray
@craig_hobson1
@bdd4life
@cumberlandfarms
@wfsbnews
@nobarista

Top Replied-To in G8:
@gerrycallahan
@charliesc1031
@cumberlandfarms

Top Mentioned
Top Mentioned in Entire Graph:
@cumberlandfarms
@nbcsceltics
@adamhimmelsbach
@asherrodblakely
@nbcsboston
@dunkinct
@dog_feelings
@popularspup
@timnbcboston
@dunkindonuts

Top Mentioned in G1:
@cumberlandfarms
@nbcsceltics
@hashtopix
@c2cboston
@asherrodblakely
@adamhimmelsbach

Top Mentioned in G2:
@cumberlandfarms
@adamhimmelsbach
@nbcsceltics
@asherrodblakely
@nbcsboston
@mattdolloff
@michaelfelger

Top Mentioned in G3:
@cumberlandfarms
@karlsonmckenzie
@caseysgenstore
@cefco
@circlekstores
@jacksons
@lovestravelstop
@mapco
@papaginos
@speedway

Top Mentioned in G4:
@michelleobama
@smartereveryday
@veritasium
@cameron_kasky
@jordanpeele
@cumberlandfarms
@bannersmusic
@kevinjonas
@alecbenjamin
@sethrogen

Top Mentioned in G5:
@dunkindonuts
@cumberlandfarms
@patriots
@phantomgourmet
@mcdonalds

Top Mentioned in G6:
@starbucks
@bradfo
@cumberlandfarms
@kirkmin
@ragemutansky
@weei

Top Mentioned in G7:
@cumberlandfarms
@dunkinct
@addictedtodd
@bdd4life
@kirk_mccray

Top Mentioned in G8:
@cumberlandfarms
@gerrycallahan
@alexreimer1

Top Mentioned in G9:
@govraimondo
@rihousegop
@rirepublicans
@taragranahan
@gibertiallan

Top Tweeters
Top Tweeters in Entire Graph:
@mcdonalds
@vickibazter
@newportlost
@boston25
@vfinch
@glorialaw5
@starbucks
@weei
@wbz
@nbcsboston

Top Tweeters in G1:
@vfinch
@ryanegraney
@jimcarlson16
@analogbear
@mr_guywise
@bazooka77
@masterblud
@hellofelicia14
@anationofmoms
@hashtopix

Top Tweeters in G2:
@glorialaw5
@nbcsboston
@pastorannisha2
@kylebowman725
@asherrodblakely
@ovimuniz
@adamhimmelsbach
@superiordynasty
@nbcsceltics
@mattdolloff

Top Tweeters in G3:
@tman1138pm
@sheetz
@wawa
@karlsonmckenzie
@speedway
@caseysgenstore
@growthenergy
@ruttersfs
@lovestravelstop
@stewartsshops

Top Tweeters in G4:
@alecbenjamin
@jack
@smartereveryday
@twitter
@kevinjonas
@hooray
@sethrogen
@veritasium
@cameron_kasky
@jordanpeele

Top Tweeters in G5:
@mcdonalds
@wbz
@dunkindonuts
@patriots
@phantomgourmet
@clarence_bowe
@jmbaumer
@localhostdemon
@droucasaurus

Top Tweeters in G6:
@starbucks
@weei
@bradfo
@prayfordale
@kirkmin
@vandelaycorr
@ragemutansky

Top Tweeters in G7:
@wfsbnews
@bdd4life
@addictedtodd
@dunkinct
@kirk_mccray
@craig_hobson1
@nobarista

Top Tweeters in G8:
@gerrycallahan
@attytmd
@alexreimer1
@metcalfect
@charliesc1031
@smearingfeces
@zperk4

Top Tweeters in G9:
@newportlost
@rirepublicans
@taragranahan
@govraimondo
@rihousegop
@gibertiallan

Top Tweeters in G10:
@renee_albert
@bruins0070
@kingspookypkls
@cumbysjobs
@ptassone17
@kennycamille


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