BevMo, Twitter, 2/16/2019 8:48:29 PM, 186947


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BevMo_2019-02-16_12-45-51.xlsx
BevMo_2019-02-16_12-45-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 16, 2019
Short Description:
BevMo via NodeXL http://bit.ly/2SBiFGu
@bevmo
@thenotoriousmma
@_00111111_
@alagsty
@belchingbeaver
@iapriljean
@bayareachamploo
@chiefb2
@thenotorious_m4
@thenotorious_m2

Top hashtags:
#bevmo
#valentinesday
#voicefirst
#wine
#california
#onelove
#fridaybeerrun
#beer

Description:
Description
The graph represents a network of 470 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, 16 February 2019 at 20:46 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, 23-hour, 29-minute period from Saturday, 02 February 2019 at 01:03 UTC to Saturday, 16 February 2019 at 00:32 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 : 470
Unique Edges : 448
Edges With Duplicates : 96
Total Edges : 544
Number of Edge Types : 3
Tweet : 167
Replies to : 115
Mentions : 262
Self-Loops : 167
Reciprocated Vertex Pair Ratio : 0.0604229607250755
Reciprocated Edge Ratio : 0.113960113960114
Connected Components : 208
Single-Vertex Connected Components : 115
Maximum Vertices in a Connected Component : 111
Maximum Edges in a Connected Component : 226
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.482347
Graph Density : 0.00159234224016695
Modularity : 0.63592
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://www.thespiritsbusiness.com/2019/02/drizly-partners-with-bevmo-to-grow-us-footprint/
[4] 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.prnewswire.com/news-releases/drizly-partners-with-bevmo-in-major-west-coast-expansion-in-time-for-valentines-day-300794532.html
[3] https://www.sfchronicle.com/business/article/Talking-shelves-A-big-box-booze-shop-is-hoping-13598778.php
[2] http://ow.ly/RwT830nya2C
[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.thedrinksbusiness.com/2019/02/drizly-teams-up-with-us-drinks-chain-bevmo/
[2] https://www.thespiritsbusiness.com/2019/02/drizly-partners-with-bevmo-to-grow-us-footprint/?utm_source=dlvr.it&utm_medium=twitter
[2] http://www.wineindustryadvisor.com/afternoon-brief/

Top URLs in Tweet in G1:
[5] https://www.thespiritsbusiness.com/2019/02/drizly-partners-with-bevmo-to-grow-us-footprint/
[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
[2] https://www.thedrinksbusiness.com/2019/02/drizly-teams-up-with-us-drinks-chain-bevmo/
[2] https://www.thespiritsbusiness.com/2019/02/drizly-partners-with-bevmo-to-grow-us-footprint/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.chainstoreage.com/technology/bevmo-hears-the-voice-of-the-consumer/
[1] https://twitter.com/BevMo/status/1091471505182076928
[1] https://twitter.com/lilbulli1031/status/1091279298944778240
[1] https://www.instagram.com/p/BtZmaUqAi14/?utm_source=ig_twitter_share&igshid=k6at1odymq9e
[1] https://www.instagram.com/p/BtZqWQoBcHn/?utm_source=ig_twitter_share&igshid=a6x7x22qyq3x

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] http://www.bevmo.com/?utm_campaign=VDAY-Spirits-0212&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
[2] http://ow.ly/RwT830nya2C
[2] https://www.prnewswire.com/news-releases/drizly-partners-with-bevmo-in-major-west-coast-expansion-in-time-for-valentines-day-300794532.html
[1] https://lnkd.in/ep4ePmr
[1] http://ow.ly/rdwh30nucqU?utm_campaign=BigGame-0201&utm_medium=twitter&utm_source=website
[1] http://www.bevmo.com/?utm_campaign=SuperBowl-02003&utm_medium=facebook&utm_source=website

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

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1094663284681101312
[1] https://twitter.com/i/web/status/1094048690099040257

Top URLs in Tweet in G6:
[1] https://www.instagram.com/p/BthaJOXnBb3/?utm_source=ig_twitter_share&igshid=1scmqapbtinfz
[1] https://twitter.com/i/web/status/1095844266000171010
[1] https://www.instagram.com/p/BtcUIWiHvZP/?utm_source=ig_twitter_share&igshid=tc6xpm7h7f9o

Top URLs in Tweet in G7:
[1] https://twitter.com/CliffMass/status/1093268737816326146

Top URLs in Tweet in G9:
[1] http://www.bevmo.com/
[1] https://twitter.com/i/web/status/1094435554014375937

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1094433596381683713
[1] https://twitter.com/i/web/status/1094397381213224961

Top Domains
Top Domains in Tweet in Entire Graph:
[66] twitter.com
[20] bevmo.com
[10] thespiritsbusiness.com
[9] instagram.com
[8] sfchronicle.com
[5] swarmapp.com
[4] thedrinksbusiness.com
[3] ow.ly
[3] prnewswire.com
[3] nbclosangeles.com

Top Domains in Tweet in G1:
[21] twitter.com
[8] thespiritsbusiness.com
[5] instagram.com
[4] thedrinksbusiness.com
[3] nbcbayarea.com
[3] nbclosangeles.com
[2] chainstoreage.com
[2] goodcheapvino.com
[2] thewhiskeywash.com
[1] swarmapp.com

Top Domains in Tweet in G2:
[17] twitter.com
[13] bevmo.com
[4] swarmapp.com
[4] sfchronicle.com
[3] ow.ly
[2] instagram.com
[2] prnewswire.com
[2] thespiritsbusiness.com
[1] lnkd.in
[1] americancraftbeer.com

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

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

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

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

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

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] bevmo
[8] valentinesday
[6] voicefirst
[5] wine
[4] california
[4] onelove
[4] fridaybeerrun
[3] beer
[3] giftideas
[2] superbowl



Top Hashtags in Tweet in G1:
[4] bevmo
[3] wine
[2] retail
[2] robot
[1] artificialintelligence
[1] ai
[1] issaquah
[1] watchforrocks831
[1] joy
[1] kindness

Top Hashtags in Tweet in G2:
[6] valentinesday
[6] voicefirst
[4] california
[2] cupid
[2] love
[2] valentine
[2] valentines
[2] seattle
[2] booze
[2] friends

Top Hashtags in Tweet in G6:
[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 G7:
[2] snowmageddon

Top Hashtags in Tweet in G8:
[4] onelove

Top Words
Top Words in Tweet in Entire Graph:
[261] Words in Sentiment List#1: Positive
[102] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[6389] Non-categorized Words
[6752] Total Words
[330] bevmo
[36] s
[32] one
[28] booze
[27] wine

Top Words in Tweet in G1:
[120] bevmo
[17] drizly
[14] s
[12] one
[12] wine
[12] drinks
[10] booze
[10] robot
[9] california
[9] go

Top Words in Tweet in G2:
[72] bevmo
[18] s
[13] day
[12] whiskey
[11] out
[11] 1
[11] booze
[10] t
[10] â
[10] up

Top Words in Tweet in G4:
[16] bevmo
[8] properwhiskey
[7] thenotoriousmma
[6] back
[6] stock
[6] thank
[5] t
[5] thanks
[4] last
[4] proper

Top Words in Tweet in G5:
[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 G6:
[3] bevmo
[2] relaxing
[2] beautiful
[2] az
[2] belchingbeaver
[2] stout
[2] hazy
[2] dipa

Top Words in Tweet in G7:
[4] bevmo
[3] totalwine
[2] snowmageddon

Top Words in Tweet in G8:
[4] onelove
[2] dajavamon
[2] bevmo
[2] rumjava
[2] lively
[2] up
[2] yourself
[2] drag
[2] lol

Top Words in Tweet in G9:
[3] sujigoya
[3] umamiaf
[2] hizaga
[2] store
[2] bevmo

Top Words in Tweet in G10:
[3] bevmo
[3] glendronach
[2] lwmooromsky1
[2] westlandwhiskey
[2] westland

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9] booze,robot
[8] booze,bot
[7] go,bevmo
[7] properwhiskey,back
[7] santa,clara
[7] clara,bevmo
[7] bevmo,debuts
[7] debuts,booze
[7] hit,bevmo
[6] valentine's,day

Top Word Pairs in Tweet in G1:
[7] santa,clara
[7] clara,bevmo
[7] bevmo,debuts
[7] debuts,booze
[7] booze,robot
[6] chain,bevmo
[5] retailer,bevmo
[5] go,bevmo
[5] drizly,teams
[5] teams,up

Top Word Pairs in Tweet in G2:
[5] valentine,s
[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

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

Top Word Pairs in Tweet in G5:
[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 G6:
[2] bevmo,az

Top Word Pairs in Tweet in G8:
[2] dajavamon,bevmo
[2] bevmo,rumjava
[2] rumjava,lively
[2] lively,up
[2] up,yourself
[2] yourself,drag
[2] drag,onelove
[2] onelove,lol
[2] lol,onelove

Top Word Pairs in Tweet in G9:
[3] sujigoya,umamiaf
[2] hizaga,sujigoya

Top Word Pairs in Tweet in G10:
[2] bevmo,glendronach
[2] glendronach,westlandwhiskey

Top Replied-To
Top Replied-To in Entire Graph:
@bevmo
@belchingbeaver
@hizaga
@anshelsag
@dsarroseangel
@bad1ass_ike
@nlmtys
@elysemackenzie3
@kitotterkat
@marisaog

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

Top Replied-To in G3:
@bevredwave2018

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

Top Replied-To in G5:
@h8wankmaggot45
@heathfloof

Top Replied-To in G6:
@belchingbeaver

Top Replied-To in G7:
@bevmo
@totalwine

Top Replied-To in G8:
@dajavamon

Top Replied-To in G9:
@hizaga
@thatdanryan

Top Replied-To in G10:
@lwmooromsky1
@butlerb

Top Mentioned
Top Mentioned in Entire Graph:
@bevmo
@properwhiskey
@drizly
@thenotoriousmma
@amazon
@baileysofficial
@shwanika
@brianroemmele
@bdrizly

Top Mentioned in G1:
@justin_bertini
@grandridgeplaza
@environmentguru
@joewinetraveler

Top Mentioned in G2:
@bevmo
@drizly
@amazon
@brianroemmele
@baileysofficial
@bdrizly
@maccocktail
@samanthasheilaa
@mauibrewingco

Top Mentioned in G3:
@kat_pauner
@beer_parade
@princesspatrio1
@awakenedvh
@santapatriot
@qtpi3_14
@warangel1111
@johnqpu20990120
@wmerthon
@storm_fa_q

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

Top Mentioned in G5:
@shitshowresist
@blade_is_myname
@sabrinaschic
@sarahwaugh20
@followingagenda
@brandon7nettles
@handwashedlies
@ninampls
@cianderson3
@kewlbearhelloki

Top Mentioned in G6:
@ponziwines
@almanacbeer
@bevmo

Top Mentioned in G7:
@totalwine
@cliffmass
@bevmo

Top Mentioned in G8:
@bevmo
@rumjava
@steventeaster
@dajavamon

Top Mentioned in G9:
@sujigoya
@umamiaf

Top Mentioned in G10:
@bevmo
@glendronach
@westlandwhiskey
@lwmooromsky1

Top Tweeters
Top Tweeters in Entire Graph:
@environmentguru
@myalliesnews
@alhanda
@steventeaster
@maccocktail
@rosoulo
@reagangomez
@sexygirl798
@nbcbayarea
@deen8

Top Tweeters in G1:
@environmentguru
@myalliesnews
@revagsl
@lowbeyonder
@mhsconsultancy
@pearwaldorf
@saltkath
@mbram619
@spiritsbusiness
@solo_jovo

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

Top Tweeters in G3:
@sox_maga
@justanothersme1
@normazapo
@datucker28
@warangel1111
@_00111111_
@1crazy_toaster
@storm_fa_q
@bevredwave2018
@princesspatrio1

Top Tweeters in G4:
@monyratanisieng
@yoitsfredo
@shecouldalways
@t
@marmarhoopstar1
@thenotoriousmma
@loveboysrk
@evanlinneman31
@sonphoto
@sovereign_ctc

Top Tweeters in G5:
@johnalanjames2
@heathfloof
@donnaleeforte
@sarahwaugh20
@h8wankmaggot45
@cianderson3
@followingagenda
@ninampls
@brandon7nettles
@kewlbearhelloki

Top Tweeters in G6:
@iapriljean
@almanacbeer
@ponziwines
@belchingbeaver
@alagsty

Top Tweeters in G7:
@totalwine
@chiefb2
@conorpulls
@chasedreams2day
@cliffmass

Top Tweeters in G8:
@alhanda
@steventeaster
@dajavamon
@rumjava

Top Tweeters in G9:
@thatdanryan
@hizaga
@umamiaf
@sujigoya

Top Tweeters in G10:
@butlerb
@glendronach
@westlandwhiskey
@lwmooromsky1


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