NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

BevMo_2019-03-08_01-19-07.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
March 09, 2019
Short Description:
BevMo via NodeXL http://bit.ly/2ERTxl4
@bevmo
@deputy_hockey
@taniavvvera
@itschrismust
@miketwltter
@alamo
@kraeuterverbena
@sggomg
@qittieqat
@phoenyxarts

Top hashtags:
#bevmo
#sfwsc
#cancer
#causing
#bayer
#monsanto
#glyphosates
#spirits
#spiritscompetition
#napa

Description:
Description
The graph represents a network of 379 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 Friday, 08 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 10-day, 5-hour, 2-minute period from Thursday, 21 February 2019 at 01:20 UTC to Sunday, 03 March 2019 at 06:22 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 : 379
Unique Edges : 353
Edges With Duplicates : 61
Total Edges : 414
Number of Edge Types : 3
Replies to : 96
Tweet : 122
Mentions : 196
Self-Loops : 122
Reciprocated Vertex Pair Ratio : 0.0622568093385214
Reciprocated Edge Ratio : 0.117216117216117
Connected Components : 170
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 75
Maximum Edges in a Connected Component : 149
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.335495
Graph Density : 0.00190559953092935
Modularity : 0.676317
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] http://www.bevmo.com/livechat
[2] https://www.swarmapp.com/c/37fwZMBCtT4
[2] http://sfspiritscomp.com/
[2] http://sfspiritscomp.com
[1] https://www.swarmapp.com/c/eRXSXZUP4eN
[1] https://twitter.com/i/web/status/1101550098616541184
[1] https://shoppermarketingmag.com/bevmo-tests-voice-enabled-shelf-shopping-assistant
[1] https://twitter.com/i/web/status/1098751652365066242
[1] https://www.swarmapp.com/c/4KUpuZSH25Z
[1] https://www.swarmapp.com/c/5OWzx4jJ4tL

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:
[2] http://sfspiritscomp.com
[2] https://www.swarmapp.com/c/37fwZMBCtT4
[2] http://www.bevmo.com/livechat
[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
[1] https://twitter.com/i/web/status/1100180891953901569
[1] http://www.bevmo.com/catalog/product/view/id/71670
[1] https://twitter.com/i/web/status/1100833100613980160

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:
[9] bevmo
[6] sfwsc
[4] cancer
[4] causing
[4] bayer
[4] monsanto
[4] glyphosates
[3] spirits
[3] spiritscompetition
[3] napa



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

Top Hashtags in Tweet in G2:
[4] sfwsc
[3] bevmo
[3] napa
[2] spirits
[2] spiritscompetition
[2] thetastingalliance
[2] nationalmargaritaday
[2] lagunagateway
[2] thirstythursday
[2] bloodymary

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:
[151] Words in Sentiment List#1: Positive
[62] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[4680] Non-categorized Words
[4893] Total Words
[281] bevmo
[63] one
[48] wine
[33] s
[33] buy

Top Words in Tweet in G1:
[96] bevmo
[15] s
[14] out
[12] wine
[12] m
[7] store
[6] up
[6] more
[6] 10
[6] now

Top Words in Tweet in G2:
[63] bevmo
[9] s
[7] ca
[6] pauldetrick
[6] out
[6] want
[6] oz
[5] day
[5] 1
[5] shelf

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:
[26] buy,one
[26] 5,bottles
[25] bevmo,buy
[25] one,one
[25] one,5
[25] bottles,wine
[25] wine,save
[25] save,alcoholic
[24] taniavvvera,bevmo
[8] don,t

Top Word Pairs in Tweet in G1:
[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
[3] 10,invite

Top Word Pairs in Tweet in G2:
[4] silver,oak
[4] available,bevmo
[3] reach,out
[3] want,bevmo
[3] bevmo,shelves
[3] enter,online
[3] online,now
[3] new,release
[3] release,2014
[3] 2014,vintage

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
@pauldetrick
@petepasco
@ogkevingill
@nomadicherder
@skelly
@sprecherbrewery
@jamietorress
@msjazzy88
@henders74936939

Top Replied-To in G2:
@bevmo
@pauldetrick
@petepasco
@mickiburc
@eivega
@schizrade
@sabrina_cope
@blondiesbyjenny
@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
@costco
@walmart
@kroger
@glenmoraydist
@glenmorayusa
@cocacola
@cvshealth
@walgreens

Top Mentioned in G1:
@fake_michaela
@joshuamligan

Top Mentioned in G2:
@bevmo
@sfwspiritscomp
@totalwine
@cgtmagazine
@itschrismust
@mrcneal
@lagunagateway
@_brandiee
@lexdri_
@simoneknaap

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
@nbcbayarea
@hestiahdruid
@alaskaair
@flyair4
@radiofreetom
@cocacola

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
@louisingenthron
@geechie4kamala

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

Top Tweeters in G6:
@myvirtualvaca
@pubclub
@rewardmyshoppin
@divavinophile
@deb_zalokar
@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