BevMo, Twitter, 2/14/2019 9:22:36 AM, 186646


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BevMo_2019-02-14_01-19-06.xlsx
BevMo_2019-02-14_01-19-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 14, 2019
Short Description:
BevMo via NodeXL http://bit.ly/2DCNkJe
@bevmo
@kimsey_n
@thenotoriousmma
@alagsty
@_00111111_
@properwhiskey
@belchingbeaver
@iapriljean
@bayareachamploo
@chiefb2

Top hashtags:
#bevmo
#voicefirst
#fridaybeerrun
#retail
#beer
#smartaisle
#superbowl
#winebiz

Description:
Description
The graph represents a network of 531 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 Thursday, 14 February 2019 at 09:19 UTC.

The requested start date was Thursday, 14 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, 22-hour, 12-minute period from Thursday, 31 January 2019 at 02:30 UTC to Thursday, 14 February 2019 at 00:42 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 : 531
Unique Edges : 543
Edges With Duplicates : 77
Total Edges : 620
Number of Edge Types : 3
Mentions : 354
Tweet : 142
Replies to : 124
Self-Loops : 142
Reciprocated Vertex Pair Ratio : 0.0487238979118329
Reciprocated Edge Ratio : 0.0929203539823009
Connected Components : 201
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 126
Maximum Edges in a Connected Component : 259
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.371688
Graph Density : 0.00160608321785169
Modularity : 0.667378
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[21] http://www.bevmo.com
[4] https://www.sfchronicle.com/business/article/Talking-shelves-A-big-box-booze-shop-is-hoping-13598778.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[3] https://www.sfchronicle.com/business/article/Talking-shelves-A-big-box-booze-shop-is-hoping-13598778.php
[2] http://www.wineindustryadvisor.com/afternoon-brief/
[2] http://www.bevmo.com/valentines-day-wines/?utm_campaign=020519&utm_source=cm&utm_medium=email&utm_content=CAAZWineProductFeature&cid=7822&mid=135178914
[2] https://www.nbclosangeles.com/news/california/Santa-Clara-BevMo-Debuts-Booze-Robot--505594371.html?akmobile=o
[2] http://www.bevmo.com/
[2] https://goodcheapvino.com/which-is-better-bevmo-or-total-wine/
[2] https://www.swarmapp.com/c/0iK9vJl5qE5
[2] http://www.bevmo.com/wine.html?utm_campaign=Gift-for-Valentines-Day-0207&utm_medium=twitter&utm_source=website

Top URLs in Tweet in G1:
[2] https://goodcheapvino.com/which-is-better-bevmo-or-total-wine/
[2] https://www.nbclosangeles.com/news/california/Santa-Clara-BevMo-Debuts-Booze-Robot--505594371.html?akmobile=o
[1] https://lnkd.in/g6ukEzG
[1] https://lnkd.in/gC4-Eh6
[1] https://twitter.com/i/web/status/1091021131547623424
[1] https://twitter.com/i/web/status/1091037283204112384
[1] https://twitter.com/bevmo/status/1090735104488423424
[1] https://twitter.com/i/web/status/1091139013283467264
[1] http://feeds.feedburner.com/~r/TheAccidentalSaver/~3/0bEkFKa_OEk/?utm_source=feedburner&utm_medium=twitter&utm_campaign=accidentalsaver
[1] https://twitter.com/i/web/status/1091502290190635008

Top URLs in Tweet in G2:
[4] https://www.sfchronicle.com/business/article/Talking-shelves-A-big-box-booze-shop-is-hoping-13598778.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[2] http://www.bevmo.com/wine.html?utm_campaign=Gift-for-Valentines-Day-0207&utm_medium=twitter&utm_source=website
[2] https://www.swarmapp.com/c/0iK9vJl5qE5
[2] http://www.bevmo.com/valentines-day-wines/?utm_campaign=020519&utm_source=cm&utm_medium=email&utm_content=CAAZWineProductFeature&cid=7822&mid=135178914
[1] https://twitter.com/i/web/status/1095835474839523328
[1] http://www.bevmo.com
[1] https://twitter.com/i/web/status/1090735104488423424
[1] http://www.bevmo.com/recipes/recipe-brandy-alexander
[1] https://twitter.com/i/web/status/1091471505182076928
[1] http://ow.ly/rdwh30nucqU?utm_campaign=BigGame-0201&utm_medium=twitter&utm_source=website

Top URLs in Tweet in G3:
[1] http://www.bevmo.com/rogue-spruce-gin--750-ml-.html

Top URLs in Tweet in G4:
[20] http://www.bevmo.com
[1] https://twitter.com/i/web/status/1075841772637618176
[1] https://twitter.com/i/web/status/1075820043848433664
[1] https://twitter.com/i/web/status/1091428117690884096

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1094663284681101312
[1] https://twitter.com/i/web/status/1094048690099040257

Top URLs in Tweet in G8:
[1] https://www.instagram.com/p/BthaJOXnBb3/?utm_source=ig_twitter_share&igshid=1scmqapbtinfz
[1] https://twitter.com/i/web/status/1095844266000171010
[1] https://twitter.com/i/web/status/1091195670285901824
[1] https://www.instagram.com/p/BtcUIWiHvZP/?utm_source=ig_twitter_share&igshid=tc6xpm7h7f9o

Top URLs in Tweet in G9:
[1] https://twitter.com/CliffMass/status/1093268737816326146

Top URLs in Tweet in G10:
[1] http://www.bevmo.com/
[1] https://twitter.com/i/web/status/1094435554014375937

Top Domains
Top Domains in Tweet in Entire Graph:
[59] twitter.com
[39] bevmo.com
[9] instagram.com
[8] sfchronicle.com
[5] swarmapp.com
[3] nbclosangeles.com
[3] nbcbayarea.com
[3] thespiritsbusiness.com
[2] wineindustryadvisor.com
[2] chainstoreage.com

Top Domains in Tweet in G1:
[14] twitter.com
[5] instagram.com
[3] nbcbayarea.com
[3] nbclosangeles.com
[2] lnkd.in
[2] chainstoreage.com
[2] goodcheapvino.com
[1] feedburner.com
[1] swarmapp.com
[1] 3x3insights.com

Top Domains in Tweet in G2:
[14] twitter.com
[14] bevmo.com
[4] swarmapp.com
[4] sfchronicle.com
[2] instagram.com
[2] thespiritsbusiness.com
[1] ow.ly
[1] prnewswire.com
[1] paper.li
[1] vimeo.com

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

Top Domains in Tweet in G4:
[20] bevmo.com
[3] twitter.com

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G8:
[2] instagram.com
[2] twitter.com

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

Top Domains in Tweet in G10:
[1] bevmo.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] bevmo
[6] voicefirst
[6] fridaybeerrun
[5] retail
[3] beer
[3] smartaisle
[3] superbowl
[2] winebiz
[2] wineindustry
[2] wine



Top Hashtags in Tweet in G1:
[4] bevmo
[3] retail
[2] superbowl
[2] robot
[1] onceisneverenoughfor
[1] retailer
[1] couponcommunity
[1] sandiego
[1] artificialintelligence
[1] ai

Top Hashtags in Tweet in G2:
[6] voicefirst
[2] treatoff
[2] cocktail
[2] valentinesday
[2] cupid
[2] love
[2] valentine
[2] valentines
[2] retail
[2] voiceenabled

Top Hashtags in Tweet in G4:
[1] rt
[1] whiskey
[1] ufc

Top Hashtags in Tweet in G7:
[6] fridaybeerrun

Top Hashtags in Tweet in G8:
[2] bevmo
[2] az
[1] ponzivineyards
[1] pinotgris
[1] pinotgrigio
[1] wine
[1] whitewine
[1] oregan
[1] beautiful
[1] relaxing

Top Hashtags in Tweet in G9:
[2] snowmageddon

Top Words
Top Words in Tweet in Entire Graph:
[265] Words in Sentiment List#1: Positive
[93] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[6449] Non-categorized Words
[6807] Total Words
[332] bevmo
[42] t
[35] properwhiskey
[32] one
[30] stock

Top Words in Tweet in G1:
[109] bevmo
[10] s
[10] wine
[9] one
[9] booze
[8] bottle
[8] robot
[7] voice
[7] go
[7] santa

Top Words in Tweet in G2:
[69] bevmo
[13] s
[13] whiskey
[11] service
[10] out
[10] 1
[10] â
[10] booze
[9] up
[9] wine

Top Words in Tweet in G3:
[2] mattfromcary
[2] james_nuccio
[2] sandy_beach3001
[2] sucks_rettiwt
[2] jdtwod
[2] hankus12
[2] lnr57
[2] helen47
[2] 1st04bravo
[2] newzgive

Top Words in Tweet in G4:
[41] bevmo
[32] properwhiskey
[23] back
[23] stock
[22] t
[21] hey
[21] last
[20] bay
[20] area
[20] select

Top Words in Tweet in G6:
[2] shitshowresist
[2] h8wankmaggot45
[2] blade_is_myname
[2] sabrinaschic
[2] buzz
[2] decompress
[2] damn
[2] daily
[2] guy
[2] bevmo

Top Words in Tweet in G7:
[7] hit
[7] bevmo
[6] fridaybeerrun
[6] scored
[6] whale
[6] ve
[6] looking
[6] forever
[6] ll
[6] bet

Top Words in Tweet in G8:
[3] bevmo
[2] relaxing
[2] beautiful
[2] az
[2] belchingbeaver
[2] stout
[2] hops
[2] hazy
[2] dipa

Top Words in Tweet in G9:
[4] bevmo
[3] totalwine
[2] snowmageddon

Top Words in Tweet in G10:
[3] sujigoya
[3] umamiaf
[2] hizaga
[2] store
[2] bevmo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[26] properwhiskey,back
[25] bay,area
[23] hey,bay
[23] area,properwhiskey
[23] back,stock
[23] stock,select
[23] select,stores
[23] stores,check
[23] check,availability
[22] bevmo,hey

Top Word Pairs in Tweet in G1:
[7] santa,clara
[7] clara,bevmo
[7] bevmo,debuts
[7] debuts,booze
[7] booze,robot
[4] bay,area
[4] go,bevmo
[3] bevmo,run
[3] sale,bevmo
[3] didn,t

Top Word Pairs in Tweet in G2:
[5] valentine's,day
[5] boom,meet
[5] meet,bevmo
[5] bevmo,smart
[5] smart,aisle
[5] aisle,whisky
[5] whisky,selector
[5] tell,whiskey
[5] whiskey,looking
[5] reach,out

Top Word Pairs in Tweet in G3:
[2] mattfromcary,james_nuccio
[2] james_nuccio,sandy_beach3001
[2] sandy_beach3001,sucks_rettiwt
[2] sucks_rettiwt,jdtwod
[2] jdtwod,hankus12
[2] hankus12,lnr57
[2] lnr57,helen47
[2] helen47,1st04bravo
[2] 1st04bravo,newzgive
[2] newzgive,roe50

Top Word Pairs in Tweet in G4:
[23] properwhiskey,back
[20] bevmo,hey
[20] hey,bay
[20] bay,area
[20] area,properwhiskey
[20] back,stock
[20] stock,select
[20] select,stores
[20] stores,check
[20] check,availability

Top Word Pairs in Tweet in G6:
[2] h8wankmaggot45,blade_is_myname
[2] blade_is_myname,sabrinaschic
[2] sabrinaschic,buzz
[2] buzz,decompress
[2] decompress,damn
[2] damn,daily
[2] daily,guy
[2] guy,bevmo
[2] heathfloof,sarahwaugh20
[2] sarahwaugh20,followingagenda

Top Word Pairs in Tweet in G7:
[6] fridaybeerrun,hit
[6] hit,bevmo
[6] bevmo,scored
[6] scored,whale
[6] whale,ve
[6] ve,looking
[6] looking,forever
[6] forever,ll
[6] ll,bet
[6] bet,see

Top Word Pairs in Tweet in G8:
[2] bevmo,az

Top Word Pairs in Tweet in G10:
[3] sujigoya,umamiaf
[2] hizaga,sujigoya

Top Replied-To
Top Replied-To in Entire Graph:
@bevmo
@belchingbeaver
@hizaga
@anshelsag
@dsarroseangel
@bad1ass_ike
@nakai_flores
@groundbrkrbrew
@kitotterkat
@marisaog

Top Replied-To in G2:
@bevmo
@anshelsag
@dsarroseangel
@bad1ass_ike
@latrey69
@hollymsmith77
@optomistic2
@marisaog
@kitotterkat
@kimmygrangerxxx

Top Replied-To in G3:
@mattfromcary

Top Replied-To in G4:
@bevmo
@evanlinneman31
@shecouldalways
@skenavam

Top Replied-To in G5:
@bevredwave2018

Top Replied-To in G6:
@h8wankmaggot45
@heathfloof

Top Replied-To in G8:
@belchingbeaver

Top Replied-To in G9:
@bevmo
@totalwine

Top Replied-To in G10:
@hizaga
@thatdanryan

Top Mentioned
Top Mentioned in Entire Graph:
@bevmo
@properwhiskey
@thenotoriousmma
@amazon
@rjellyman
@shwanika
@brianroemmele
@sujigoya
@umamiaf
@glendronach

Top Mentioned in G1:
@grandridgeplaza
@environmentguru
@joewinetraveler

Top Mentioned in G2:
@bevmo
@amazon
@brianroemmele
@maccocktail
@baileysofficial
@samanthasheilaa
@cgtmagazine
@mauibrewingco
@scottbudman

Top Mentioned in G3:
@james_nuccio
@sandy_beach3001
@sucks_rettiwt
@jdtwod
@hankus12
@lnr57
@helen47
@1st04bravo
@newzgive
@roe50

Top Mentioned in G4:
@properwhiskey
@bevmo
@thenotoriousmma
@yoitsfredo
@t
@sonphoto
@properw
@weebee91

Top Mentioned in G5:
@kat_pauner
@beer_parade
@princesspatrio1
@awakenedvh
@santapatriot
@qtpi3_14
@warangel1111
@johnqpu20990120
@wmerthon
@storm_fa_q

Top Mentioned in G6:
@shitshowresist
@blade_is_myname
@sabrinaschic
@sarahwaugh20
@followingagenda
@brandon7nettles
@handwashedlies
@ninampls
@cianderson3
@kewlbearhelloki

Top Mentioned in G7:
@rjellyman
@fillyerglassnow

Top Mentioned in G8:
@ponziwines
@almanacbeer
@bevmo

Top Mentioned in G9:
@totalwine
@cliffmass
@bevmo

Top Mentioned in G10:
@sujigoya
@umamiaf

Top Tweeters
Top Tweeters in Entire Graph:
@environmentguru
@maccocktail
@rosoulo
@reagangomez
@sexygirl798
@nbcbayarea
@deen8
@pgutierrez630
@edsonbaeza
@revagsl

Top Tweeters in G1:
@environmentguru
@revagsl
@lowbeyonder
@pearwaldorf
@mbram619
@spiritsbusiness
@nfgrockerdude
@tengrain
@laangel_camilla
@birdsentences

Top Tweeters in G2:
@maccocktail
@nbcbayarea
@madmaxflapper
@eatingbeagles
@anshelsag
@kitotterkat
@tvzuke
@bad1ass_ike
@dsarroseangel
@brianroemmele

Top Tweeters in G3:
@pgutierrez630
@biker_bot1
@helen47
@dianne1h
@slh2813
@creamsickill
@lovespatriot
@the_rebel_right
@penny63434309
@hankus12

Top Tweeters in G4:
@edsonbaeza
@petersthoughts
@chuckmode93
@monyratanisieng
@bluemoondano
@al_adferguson
@teri_callan
@yoitsfredo
@the_jaydog
@beastzekie

Top Tweeters in G5:
@sox_maga
@justanothersme1
@normazapo
@datucker28
@warangel1111
@_00111111_
@1crazy_toaster
@bevredwave2018
@storm_fa_q
@princesspatrio1

Top Tweeters in G6:
@johnalanjames2
@heathfloof
@donnaleeforte
@sarahwaugh20
@h8wankmaggot45
@cianderson3
@followingagenda
@ninampls
@brandon7nettles
@kewlbearhelloki

Top Tweeters in G7:
@stevedinsmore
@rjellyman
@beertography1
@beerpornstar
@craftbeeronly1
@beerislove25
@fillyerglassnow

Top Tweeters in G8:
@iapriljean
@almanacbeer
@ponziwines
@belchingbeaver
@alagsty

Top Tweeters in G9:
@totalwine
@chiefb2
@conorpulls
@chasedreams2day
@cliffmass

Top Tweeters in G10:
@thatdanryan
@hizaga
@umamiaf
@sujigoya