BevMo, Twitter, 3/9/2019 4:12:49 PM, 189674


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BevMo_2019-03-09_01-19-07.xlsx
BevMo_2019-03-09_01-19-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 09, 2019
Short Description:
BevMo via NodeXL http://bit.ly/2EK6U6W
@bevmo
@deputy_hockey
@taniavvvera
@itschrismust
@alamo
@miketwltter
@daniellejw
@giganticbrewing
@qittieqat
@sggomg

Top hashtags:
#bevmo
#sfwsc
#az
#cancer
#causing
#bayer
#monsanto
#glyphosates
#beer
#spirits

Description:
Description
The graph represents a network of 456 Twitter users whose tweets in the requested range contained "BevMo", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 09 March 2019 at 09:19 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, 23-hour, 20-minute period from Thursday, 21 February 2019 at 01:20 UTC to Thursday, 07 March 2019 at 00:41 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 : 456
Unique Edges : 428
Edges With Duplicates : 66
Total Edges : 494
Number of Edge Types : 3
Replies to : 118
Mentions : 227
Tweet : 149
Self-Loops : 149
Reciprocated Vertex Pair Ratio : 0.076158940397351
Reciprocated Edge Ratio : 0.141538461538462
Connected Components : 210
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 87
Maximum Edges in a Connected Component : 178
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.316419
Graph Density : 0.00156641604010025
Modularity : 0.671387
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] http://www.bevmo.com/livechat
[2] http://sfspiritscomp.com/
[2] https://www.swarmapp.com/c/eRXSXZUP4eN
[2] https://www.swarmapp.com/c/37fwZMBCtT4
[2] https://twitter.com/ya_boi_glasses/status/1103001216085311491
[2] http://sfspiritscomp.com
[1] http://www.doordash.com/dd/pOBE5s/
[1] https://www.instagram.com/p/BurrEb5FC1Q/?utm_source=ig_twitter_share&igshid=vb4g3161wj2q
[1] http://www.bevmo.com/recipes/recipe-hurricane/?utm_campaign=Mardi-Gras-0305&utm_medium=social-media&utm_source=website
[1] https://twitter.com/i/web/status/1101733997468512256

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1099418401766760448
[1] https://www.scmagazine.com/home/security-news/data-breach-hits-15000-bevmo-e-commerce-customers/?utm_campaign=27910&utm_content=82477466&utm_medium=social&utm_source=twitter&hss_channel=tw-275833395
[1] https://twitter.com/i/web/status/1099440588145909761
[1] https://twitter.com/i/web/status/1099552563941146624
[1] http://upflow.co/l/DeiL/which-is-better-bevmo-or-total-wine
[1] https://twitter.com/i/web/status/1099699780320546816
[1] https://www.instagram.com/p/BuRuTorAPnR/?utm_source=ig_twitter_share&igshid=rrgtltkpnett
[1] https://www.yelp.com/visit_captcha?CID=GK&original_url=https%3A%2F%2Fwww.yelp.com%2Fbiz%2Fbevmo-burbank-2%3Fpt%3Dcheck_in%26ref%3Dtwitter%26utm_campaign%3DCheckIn%26utm_medium%3Dtwitter%26utm_source%3Dashare%26v%3D4b
[1] https://twitter.com/i/web/status/1100195797344210944
[1] https://www.businessinsider.com/retail-bankruptcies-expected-this-year-2019-2?utm_source=quora&utm_medium=referral#bevmo-17

Top URLs in Tweet in G2:
[3] http://www.bevmo.com/livechat
[2] http://sfspiritscomp.com
[2] https://www.swarmapp.com/c/37fwZMBCtT4
[2] https://www.swarmapp.com/c/eRXSXZUP4eN
[2] http://sfspiritscomp.com/
[1] http://www.doordash.com/dd/pOBE5s/
[1] http://shop.bevmo.com/search?w=sauza%20?utm_campaign=Margarita-day-0222&utm_medium=twitter&utm_source=website
[1] http://www.bevmo.com/?utm_campaign=Oscars-On-Delivery-0223&utm_medium=twitter&utm_source=website
[1] http://www.bevmo.com/wine/champagne-sparkling.html
[1] https://twitter.com/i/web/status/1100153524472696832

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1101614704504389632

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1100591758872797185

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1100435560496152576

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1100502846322208769

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1101335353800224770

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] bevmo
[7] sfwsc
[4] az
[4] cancer
[4] causing
[4] bayer
[4] monsanto
[4] glyphosates
[3] beer
[3] spirits



Top Hashtags in Tweet in G1:
[3] bevmo
[2] turnamovietoadrunkstory
[2] santaclara
[1] databreach
[1] yelp
[1] recklesslove
[1] noreally
[1] thatsthenameofthewine
[1] ongooglemaps
[1] productivity

Top Hashtags in Tweet in G2:
[7] sfwsc
[6] bevmo
[3] spirits
[3] spiritscompetition
[3] napa
[2] beer
[2] thetastingalliance
[2] nationalmargaritaday
[2] lagunagateway
[2] thirstythursday

Top Hashtags in Tweet in G5:
[4] cancer
[4] causing
[4] bayer
[4] monsanto
[4] glyphosates

Top Words
Top Words in Tweet in Entire Graph:
[192] Words in Sentiment List#1: Positive
[84] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[5915] Non-categorized Words
[6191] Total Words
[344] bevmo
[65] one
[52] wine
[38] buy
[35] s

Top Words in Tweet in G1:
[116] bevmo
[16] out
[15] s
[13] wine
[13] m
[8] store
[7] up
[7] now
[7] t
[6] more

Top Words in Tweet in G2:
[81] bevmo
[10] beer
[9] s
[8] local
[8] ca
[7] t
[7] want
[7] sfwsc
[7] available
[7] out

Top Words in Tweet in G3:
[50] one
[25] bevmo
[25] buy
[25] 5
[25] bottles
[25] wine
[25] save
[25] alcoholic
[24] taniavvvera

Top Words in Tweet in G4:
[2] phildatrainer
[2] chrislongview
[2] chrisdameanor19
[2] pstthomas
[2] louisingenthron
[2] lisatalmadge
[2] geechie4kamala

Top Words in Tweet in G5:
[4] please
[4] stop
[4] selling
[4] beer
[4] cancer
[4] causing
[4] bayer
[4] monsanto
[4] glyphosates
[4] bevmo

Top Words in Tweet in G7:
[2] citizen
[2] time

Top Words in Tweet in G8:
[4] glenmoraydist
[4] glenmorayusa
[4] bevmo
[3] notacrime
[3] decent
[3] selection
[3] emeryville
[3] great
[3] job
[3] 12yo

Top Words in Tweet in G9:
[2] alaskanbrewing
[2] bevmo

Top Words in Tweet in G10:
[3] cocacola
[3] bevmo
[3] cvshealth
[3] walgreens
[3] s
[2] ogkevingill

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[28] bevmo,buy
[26] buy,one
[26] 5,bottles
[25] one,one
[25] one,5
[25] bottles,wine
[25] wine,save
[25] save,alcoholic
[24] taniavvvera,bevmo
[12] local,bevmo

Top Word Pairs in Tweet in G1:
[4] go,bevmo
[3] love,bevmo
[3] total,wine
[3] bevmo,s
[3] fabulous,cashback
[3] cashback,offers
[3] offers,ibotta
[3] ibotta,app
[3] app,bevmo
[3] bevmo,10

Top Word Pairs in Tweet in G2:
[6] local,bevmo
[5] don,t
[5] available,bevmo
[4] want,bevmo
[4] bevmo,shelves
[4] happy,announce
[4] announce,inaugural
[4] inaugural,celebrity
[4] celebrity,cocktail
[4] cocktail,competition

Top Word Pairs in Tweet in G3:
[25] bevmo,buy
[25] buy,one
[25] one,one
[25] one,5
[25] 5,bottles
[25] bottles,wine
[25] wine,save
[25] save,alcoholic
[24] taniavvvera,bevmo

Top Word Pairs in Tweet in G4:
[2] phildatrainer,chrislongview
[2] chrislongview,chrisdameanor19
[2] chrisdameanor19,pstthomas
[2] pstthomas,louisingenthron
[2] louisingenthron,lisatalmadge
[2] lisatalmadge,geechie4kamala

Top Word Pairs in Tweet in G5:
[4] please,stop
[4] stop,selling
[4] selling,beer
[4] beer,cancer
[4] cancer,causing
[4] causing,bayer
[4] bayer,monsanto
[4] monsanto,glyphosates
[4] glyphosates,bevmo
[4] bevmo,costco

Top Word Pairs in Tweet in G8:
[3] decent,glenmoraydist
[3] glenmoraydist,selection
[3] selection,bevmo
[3] bevmo,emeryville
[3] emeryville,great
[3] great,job
[3] job,glenmorayusa
[3] glenmorayusa,12yo
[3] 12yo,hit
[3] hit,party

Top Word Pairs in Tweet in G10:
[3] cocacola,bevmo
[3] bevmo,cvshealth
[3] cvshealth,walgreens
[2] ogkevingill,cocacola

Top Replied-To
Top Replied-To in Entire Graph:
@bevmo
@ocstevesds
@pauldetrick
@petepasco
@ogkevingill
@nomadicherder
@skelly
@sprecherbrewery
@xhin7
@jaenarae

Top Replied-To in G2:
@bevmo
@ocstevesds
@pauldetrick
@petepasco
@eivega
@schizrade
@mickiburc
@vvjackle1979vv
@soulphoodie
@lexdri_

Top Replied-To in G4:
@phildatrainer

Top Replied-To in G6:
@rewardmyshoppin

Top Replied-To in G7:
@kestrelscott

Top Replied-To in G8:
@notacrime

Top Replied-To in G9:
@henders74936939
@deejayillwill

Top Replied-To in G10:
@ogkevingill

Top Mentioned
Top Mentioned in Entire Graph:
@bevmo
@taniavvvera
@totalwine
@costco
@walmart
@kroger
@glenmoraydist
@glenmorayusa
@joseph94968204
@cocacola

Top Mentioned in G1:
@fake_michaela
@joshuamligan

Top Mentioned in G2:
@bevmo
@totalwine
@sfwspiritscomp
@giganticbrewing
@cgtmagazine
@raherrier
@drinkb4
@itschrismust
@mrcneal
@lagunagateway

Top Mentioned in G3:
@taniavvvera

Top Mentioned in G4:
@chrislongview
@chrisdameanor19
@pstthomas
@louisingenthron
@lisatalmadge
@geechie4kamala
@hawks4evah
@phildatrainer
@hillaryzmyhmgrl

Top Mentioned in G5:
@bevmo
@costco
@walmart
@kroger
@twitlertwit
@albertsons

Top Mentioned in G6:
@divavinophile
@albaadventureny
@deb_zalokar
@travelbugsworld
@juleshalvy
@myvirtualvaca

Top Mentioned in G7:
@anaheimducks
@nhlblackhawks
@stonebrewing
@bootleggersbrew
@cisbrewco
@bevmo

Top Mentioned in G8:
@glenmoraydist
@glenmorayusa
@notacrime
@coullfay
@glenmoraygcoull

Top Mentioned in G9:
@alaskanbrewing
@alaskaair

Top Mentioned in G10:
@cocacola
@bevmo
@cvshealth
@walgreens

Top Tweeters
Top Tweeters in Entire Graph:
@twitlertwit
@jetblue
@thehill
@walmart
@politico
@nbcbayarea
@alaskaair
@hestiahdruid
@flyair4
@radiofreetom

Top Tweeters in G1:
@joshuamligan
@hambino_bissh
@vitalize_us
@coach_valencia
@solo_jovo
@kingshaw4
@miaaliciouss
@davidisthegoon
@jenahlimon
@thorson_

Top Tweeters in G2:
@rickyleepotts
@chutancr7
@petepasco
@n5iln
@totalwine
@schizrade
@soulphoodie
@drizly
@the_lgc
@golfguy77

Top Tweeters in G3:
@gisellla__
@ahhh_jonjon
@lucycantaloupe
@alrakxo_
@ilyregulates
@_promisenevarez
@naancyaguilar
@jvelasquez051
@lenny_henny22
@kittycaaat_

Top Tweeters in G4:
@lisatalmadge
@hawks4evah
@chrisdameanor19
@hillaryzmyhmgrl
@chrislongview
@phildatrainer
@pstthomas
@geechie4kamala
@louisingenthron

Top Tweeters in G5:
@twitlertwit
@walmart
@kraeuterverbena
@kroger
@sggomg
@qittieqat
@albertsons
@costco

Top Tweeters in G6:
@myvirtualvaca
@pubclub
@rewardmyshoppin
@deb_zalokar
@divavinophile
@juleshalvy
@travelbugsworld
@albaadventureny

Top Tweeters in G7:
@nhlblackhawks
@anaheimducks
@stonebrewing
@kestrelscott
@deputy_hockey
@bootleggersbrew
@cisbrewco

Top Tweeters in G8:
@moegriz
@coullfay
@glenmoraygcoull
@glenmoraydist
@wannatlk2samson
@notacrime
@glenmorayusa

Top Tweeters in G9:
@alaskaair
@deejayillwill
@alaskanbrewing
@stevenslife_
@ctageson
@henders74936939

Top Tweeters in G10:
@cocacola
@walgreens
@ogkevingill
@cvshealth
@counterpointguy
@smollettmark