BevMo, Twitter, 3/14/2019 8:22:03 AM, 190343


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BevMo_2019-03-14_01-19-06.xlsx
BevMo_2019-03-14_01-19-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2019
Short Description:
BevMo via NodeXL http://bit.ly/2TGCzRf
@bevmo
@twitlertwit
@serafinovino
@deputy_hockey
@seanpbell
@taniavvvera
@counterpointguy
@smollettmark
@miketwltter
@alamo

Top hashtags:
#bevmo
#stpatricksday
#doordash
#beer
#alcohol
#sfwsc
#az
#party
#cheers
#wine

Description:
Description
The graph represents a network of 509 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 March 2019 at 08:19 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, 22-hour, 54-minute period from Thursday, 28 February 2019 at 00:59 UTC to Wednesday, 13 March 2019 at 23:54 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 : 509
Unique Edges : 492
Edges With Duplicates : 55
Total Edges : 547
Number of Edge Types : 3
Tweet : 148
Replies to : 134
Mentions : 265
Self-Loops : 148
Reciprocated Vertex Pair Ratio : 0.0916905444126074
Reciprocated Edge Ratio : 0.167979002624672
Connected Components : 216
Single-Vertex Connected Components : 117
Maximum Vertices in a Connected Component : 116
Maximum Edges in a Connected Component : 218
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.482933
Graph Density : 0.00147347740667976
Modularity : 0.683366
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] http://www.doordash.com/dd/pOBE5s/
[2] http://www.bevmo.com/
[2] http://www.bevmo.com
[2] https://www.swarmapp.com/c/c5UCqu0yqbA
[2] https://twitter.com/BevMo/status/1103733331416567813
[2] https://www.swarmapp.com/c/bNV1rH0O0Dv
[2] https://www.swarmapp.com/c/eRXSXZUP4eN
[2] http://www.bevmo.com/livechat
[2] https://www.nbcbayarea.com/news/local/Santa-Clara-BevMo-Debuts-Booze-Robot--505594371.html
[2] https://www.swarmapp.com/c/kmb7xsbjdx5

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1100936535833100288
[1] https://twitter.com/i/web/status/1100938688576528384
[1] https://twitter.com/i/web/status/1100968837099315200
[1] https://twitter.com/i/web/status/1101025452645265408
[1] https://twitter.com/i/web/status/1101292418807132163
[1] https://twitter.com/i/web/status/946574935983407104
[1] https://twitter.com/i/web/status/1101567773614891008
[1] https://twitter.com/sanlens/status/1101571238432989186
[1] https://twitter.com/i/web/status/1101629509395046400
[1] https://twitter.com/i/web/status/1101645300542963713

Top URLs in Tweet in G2:
[4] http://www.doordash.com/dd/pOBE5s/
[2] http://www.bevmo.com
[2] http://www.bevmo.com/tastings?utm_campaign=weekly-tastings-0228&utm_medium=social-media&utm_source=website
[2] http://www.bevmo.com/catalog/product/view/id/69626?utm_campaign=Shamrock-Sippers-0309&utm_medium=social-media&utm_source=website
[2] http://www.bevmo.com/livechat
[2] https://www.swarmapp.com/c/kmb7xsbjdx5
[2] https://www.swarmapp.com/c/eRXSXZUP4eN
[2] https://www.swarmapp.com/c/bNV1rH0O0Dv
[2] https://twitter.com/BevMo/status/1103733331416567813
[2] https://www.swarmapp.com/c/c5UCqu0yqbA

Top URLs in Tweet in G4:
[1] https://twitter.com/RobynOBrienUSA/status/1100525852222050304

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1104901486767558657

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1101614704504389632

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1104511686097154053

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1105654666690347008

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] bevmo
[8] stpatricksday
[7] doordash
[7] beer
[6] alcohol
[4] sfwsc
[4] az
[3] party
[3] cheers
[3] wine



Top Hashtags in Tweet in G1:
[5] bevmo
[2] santaclara
[2] yelp
[2] alcohol
[1] productivity
[1] stackingupforthesummer
[1] learnsomemanners
[1] knowtherules
[1] corkage
[1] tequilainthemaking

Top Hashtags in Tweet in G2:
[8] stpatricksday
[6] doordash
[5] beer
[4] bevmo
[4] sfwsc
[4] alcohol
[3] party
[2] cocktails
[2] socalrain
[2] larain

Top Hashtags in Tweet in G4:
[3] cancer
[3] causing
[3] bayer
[3] monsanto
[3] glyphosates
[1] bayarea
[1] thegoldenthree
[1] samueladams
[1] pleasedrinkresponsibly

Top Hashtags in Tweet in G9:
[1] düsseldorf
[1] prowein
[1] grenache

Top Words
Top Words in Tweet in Entire Graph:
[200] Words in Sentiment List#1: Positive
[85] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[6480] Non-categorized Words
[6765] Total Words
[368] bevmo
[66] one
[56] wine
[42] buy
[35] s

Top Words in Tweet in G1:
[111] bevmo
[12] m
[12] s
[9] lol
[8] out
[8] wine
[8] t
[7] now
[7] need
[7] great

Top Words in Tweet in G2:
[89] bevmo
[15] beer
[12] order
[12] ca
[10] local
[9] store
[9] wine
[9] here
[8] s
[8] 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:
[4] bevmo
[3] please
[3] stop
[3] selling
[3] beer
[3] cancer
[3] causing
[3] bayer
[3] monsanto
[3] glyphosates

Top Words in Tweet in G6:
[2] phildatrainer
[2] chrislongview
[2] chrisdameanor19
[2] pstthomas
[2] louisingenthron
[2] lisatalmadge
[2] geechie4kamala

Top Words in Tweet in G7:
[8] look
[8] seen
[8] bevmo
[7] nonchalantrod

Top Words in Tweet in G8:
[2] bevmo
[2] stonebrewing
[2] citizen
[2] time

Top Words in Tweet in G9:
[2] grenache
[2] prowein
[2] 2019

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[32] bevmo,buy
[27] buy,one
[25] one,one
[25] one,5
[25] 5,bottles
[25] bottles,wine
[25] wine,save
[25] save,alcoholic
[24] taniavvvera,bevmo
[13] local,bevmo

Top Word Pairs in Tweet in G1:
[6] bevmo,opening
[6] opening,carlsbad
[6] carlsbad,festivities
[6] festivities,planned
[4] go,bevmo
[3] walk,bevmo
[3] bevmo,buy
[3] going,bevmo
[2] met,robot
[2] robot,help

Top Word Pairs in Tweet in G2:
[7] local,bevmo
[6] delivered,here
[5] here,10
[5] 10,first
[4] happy,announce
[4] announce,inaugural
[4] inaugural,celebrity
[4] celebrity,cocktail
[4] cocktail,competition
[4] competition,co

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:
[3] please,stop
[3] stop,selling
[3] selling,beer
[3] beer,cancer
[3] cancer,causing
[3] causing,bayer
[3] bayer,monsanto
[3] monsanto,glyphosates
[3] glyphosates,bevmo
[3] bevmo,costco

Top Word Pairs in Tweet in G6:
[2] phildatrainer,chrislongview
[2] chrislongview,chrisdameanor19
[2] chrisdameanor19,pstthomas
[2] pstthomas,louisingenthron
[2] louisingenthron,lisatalmadge
[2] lisatalmadge,geechie4kamala

Top Word Pairs in Tweet in G7:
[8] look,seen
[8] seen,bevmo
[7] nonchalantrod,look

Top Word Pairs in Tweet in G9:
[2] prowein,2019

Top Replied-To
Top Replied-To in Entire Graph:
@bevmo
@ocstevesds
@pauldetrick
@petepasco
@ogkevingill
@tutia333
@gooseisland
@vocaloiderutaur
@iamboobiekeeper
@jaclynglenn

Top Replied-To in G2:
@bevmo
@ocstevesds
@pauldetrick
@petepasco
@raidermike78
@pillagingpod
@schizrade
@mickiburc
@vvjackle1979vv
@davidraecfp

Top Replied-To in G5:
@tonia8675309

Top Replied-To in G6:
@phildatrainer

Top Replied-To in G8:
@kestrelscott

Top Replied-To in G10:
@authorandiej

Top Mentioned
Top Mentioned in Entire Graph:
@bevmo
@taniavvvera
@totalwine
@nonchalantrod
@guinnessus
@amazonecho
@baileysofficial
@jamesonwhiskey
@joseph94968204
@adidas

Top Mentioned in G1:
@joshuamligan

Top Mentioned in G2:
@bevmo
@totalwine
@guinnessus
@baileysofficial
@jamesonwhiskey
@amazonecho
@belchingbeaver
@giganticbrewing
@raherrier
@nanaslittlejoys

Top Mentioned in G3:
@taniavvvera

Top Mentioned in G4:
@bevmo
@costco
@walmart
@kroger
@albertsons
@safeway
@twitlertwit
@samueladamsbeer
@warriors
@lucky

Top Mentioned in G5:
@dougarrell
@bluetsuni
@tammiecroft
@melissafungurl
@oklahomapatrio1
@donalynette
@safimaasai

Top Mentioned in G6:
@chrislongview
@chrisdameanor19
@pstthomas
@louisingenthron
@lisatalmadge
@geechie4kamala
@hawks4evah
@phildatrainer
@hillaryzmyhmgrl

Top Mentioned in G7:
@nonchalantrod

Top Mentioned in G8:
@bevmo
@stonebrewing
@anaheimducks
@nhlblackhawks
@bootleggersbrew
@cisbrewco

Top Mentioned in G9:
@thevinorium
@bottlerocketnyc
@bevmo
@totalwine
@grenache_global
@jamiegoode
@timatkin
@wine_australia
@tourismsa

Top Mentioned in G10:
@suleikhasnyder
@cerestheories
@dylan_stjaymes
@mel_thegreat

Top Tweeters
Top Tweeters in Entire Graph:
@twitlertwit
@jetblue
@walmart
@__laloba__
@raveenthedream
@politico
@nbcbayarea
@safimaasai
@alaskaair
@radiofreetom

Top Tweeters in G1:
@joshuamligan
@intld
@vitalize_us
@miaaliciouss
@supermancell
@stevedinsmore
@thorson_
@birdsentences
@jade2thamax
@tonepark

Top Tweeters in G2:
@donnascalise
@rickyleepotts
@themartinidiva
@mssdarling
@sipwatchtweet
@fullypaced15
@jamesthenigga
@taker919
@petepasco
@n5iln

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

Top Tweeters in G4:
@twitlertwit
@walmart
@kraeuterverbena
@publix
@warriors
@target
@heb
@kroger
@safeway
@samsclub

Top Tweeters in G5:
@safimaasai
@tammiecroft
@donalynette
@bluetsuni
@melissafungurl
@tonia8675309
@oklahomapatrio1
@unbrokems1
@dougarrell

Top Tweeters in G6:
@lisatalmadge
@hawks4evah
@hillaryzmyhmgrl
@chrisdameanor19
@chrislongview
@phildatrainer
@pstthomas
@geechie4kamala
@louisingenthron

Top Tweeters in G7:
@__laloba__
@nonchalantrod
@boxchevyoni580
@hathansaeed2
@jahbariii
@goldeeens0ul
@cortezsuave
@gibbygotgoods

Top Tweeters in G8:
@psmadrid99
@nhlblackhawks
@anaheimducks
@stonebrewing
@kestrelscott
@deputy_hockey
@bootleggersbrew
@cisbrewco

Top Tweeters in G9:
@timatkin
@jamiegoode
@wine_australia
@serafinovino
@bottlerocketnyc
@grenache_global
@tourismsa
@thevinorium

Top Tweeters in G10:
@fishwithsticks
@suleikhasnyder
@mel_thegreat
@dylan_stjaymes
@cerestheories
@authorandiej