NodeXL Graph Gallery: Interactive Graph


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

BevMo_2019-02-13_01-50-02.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:
February 13, 2019
Short Description:
BevMo via NodeXL http://bit.ly/2Sw1x5b
@bevmo
@kimsey_n
@thenotoriousmma
@properwhiskey
@bayareachamploo
@chiefb2
@thenotorious_m4
@thenotorious_m2
@totalwine
@samanthasheilaa

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

Description:
Description
The graph represents a network of 495 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 Wednesday, 13 February 2019 at 09:50 UTC.

The requested start date was Wednesday, 13 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, 0-minute period from Wednesday, 30 January 2019 at 01:45 UTC to Wednesday, 13 February 2019 at 00:45 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 : 495
Unique Edges : 502
Edges With Duplicates : 101
Total Edges : 603
Number of Edge Types : 3
Mentions : 334
Tweet : 146
Replies to : 123
Self-Loops : 146
Reciprocated Vertex Pair Ratio : 0.0604534005037783
Reciprocated Edge Ratio : 0.114014251781473
Connected Components : 199
Single-Vertex Connected Components : 110
Maximum Vertices in a Connected Component : 122
Maximum Edges in a Connected Component : 256
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.298908
Graph Density : 0.00172167014272277
Modularity : 0.632271
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.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
[2] https://www.prnewswire.com/news-releases/smartaisle-powered-by-the-mars-agency-brings-talking-whiskey-selector-to-bevmo-300784590.html

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://twitter.com/i/web/status/1090506508981362688
[1] https://twitter.com/i/web/status/1090555993421950976
[1] https://twitter.com/i/web/status/1090582733368238080
[1] https://twitter.com/i/web/status/1090585456591466496
[1] http://www.trendhunter.com/
[1] https://twitter.com/i/web/status/1090545189083525120
[1] https://lnkd.in/g6ukEzG
[1] https://lnkd.in/gC4-Eh6

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] 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
[1] http://www.bevmo.com/?utm_campaign=SuperBowl-02003&utm_medium=facebook&utm_source=website

Top URLs in Tweet in G3:
[1] http://www.bevmo.com/rogue-spruce-gin--750-ml-.html
[1] https://twitter.com/i/web/status/1090462655985274880

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 G5:
[1] https://twitter.com/i/web/status/1094663284681101312
[1] https://twitter.com/i/web/status/1094048690099040257

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

Top URLs in Tweet in G8:
[1] http://www.bevmo.com/
[1] https://twitter.com/i/web/status/1094435554014375937

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1094433596381683713
[1] https://twitter.com/i/web/status/1094397381213224961

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1094132885798367232

Top Domains
Top Domains in Tweet in Entire Graph:
[65] twitter.com
[39] bevmo.com
[8] instagram.com
[8] sfchronicle.com
[5] swarmapp.com
[3] nbclosangeles.com
[3] nbcbayarea.com
[3] thespiritsbusiness.com
[3] prnewswire.com
[2] goodcheapvino.com

Top Domains in Tweet in G1:
[17] twitter.com
[4] instagram.com
[3] nbcbayarea.com
[3] nbclosangeles.com
[2] lnkd.in
[2] goodcheapvino.com
[1] trendhunter.com
[1] feedburner.com
[1] chainstoreage.com
[1] swarmapp.com

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

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

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

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

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

Top Domains in Tweet in G8:
[1] bevmo.com
[1] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] bevmo
[6] voicefirst
[6] fridaybeerrun
[5] retail
[3] beer
[3] smartaisle
[3] superbowl
[2] treatoff
[2] cocktail
[2] love



Top Hashtags in Tweet in G1:
[3] retail
[3] bevmo
[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 G6:
[6] fridaybeerrun

Top Hashtags in Tweet in G7:
[2] snowmageddon

Top Words
Top Words in Tweet in Entire Graph:
[262] Words in Sentiment List#1: Positive
[92] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[6534] Non-categorized Words
[6888] Total Words
[336] bevmo
[43] t
[35] properwhiskey
[32] stores
[30] stock

Top Words in Tweet in G1:
[112] bevmo
[11] wine
[10] voice
[10] s
[9] shopping
[9] booze
[8] stores
[8] one
[8] robot
[7] t

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

Top Words in Tweet in G3:
[3] james_nuccio
[3] sandy_beach3001
[3] sucks_rettiwt
[3] jdtwod
[3] hankus12
[3] lnr57
[3] helen47
[3] 1st04bravo
[3] newzgive
[3] roe50

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 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:
[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 G7:
[4] bevmo
[3] totalwine
[2] snowmageddon

Top Words in Tweet in G8:
[3] sujigoya
[3] umamiaf
[2] hizaga
[2] store
[2] bevmo

Top Words in Tweet in G9:
[3] bevmo
[3] glendronach
[2] lwmooromsky1
[2] westlandwhiskey
[2] westland

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
[5] voice,activated
[4] activated,shopping
[4] shopping,assistants
[4] assistants,bevmo
[4] bevmo,stores

Top Word Pairs in Tweet in G2:
[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
[5] customer,service

Top Word Pairs in Tweet in G3:
[3] james_nuccio,sandy_beach3001
[3] sandy_beach3001,sucks_rettiwt
[3] sucks_rettiwt,jdtwod
[3] jdtwod,hankus12
[3] hankus12,lnr57
[3] lnr57,helen47
[3] helen47,1st04bravo
[3] 1st04bravo,newzgive
[3] newzgive,roe50
[2] mattfromcary,james_nuccio

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 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:
[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:
[3] sujigoya,umamiaf
[2] hizaga,sujigoya

Top Word Pairs in Tweet in G9:
[2] bevmo,glendronach
[2] glendronach,westlandwhiskey

Top Replied-To
Top Replied-To in Entire Graph:
@bevmo
@hizaga
@anshelsag
@dsarroseangel
@bad1ass_ike
@kitotterkat
@marisaog
@kimmygrangerxxx
@optomistic2
@hollymsmith77

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

Top Replied-To in G3:
@mattfromcary
@james_nuccio

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

Top Replied-To in G5:
@h8wankmaggot45
@heathfloof

Top Replied-To in G7:
@bevmo
@totalwine

Top Replied-To in G8:
@hizaga
@thatdanryan

Top Replied-To in G9:
@lwmooromsky1
@butlerb

Top Replied-To in G10:
@swipathefox

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

Top Mentioned in G1:
@18dmedia
@grandridgeplaza
@environmentguru
@joewinetraveler

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

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

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

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

Top Mentioned in G6:
@rjellyman
@fillyerglassnow

Top Mentioned in G7:
@totalwine
@cliffmass
@bevmo

Top Mentioned in G8:
@sujigoya
@umamiaf

Top Mentioned in G9:
@bevmo
@glendronach
@westlandwhiskey
@lwmooromsky1

Top Mentioned in G10:
@hbarnes
@alecburks10

Top Tweeters
Top Tweeters in Entire Graph:
@environmentguru
@18dmedia
@maccocktail
@rosoulo
@reagangomez
@sexygirl798
@nbcbayarea
@pgutierrez630
@edsonbaeza
@revagsl

Top Tweeters in G1:
@environmentguru
@18dmedia
@revagsl
@lowbeyonder
@pearwaldorf
@nfgrockerdude
@tengrain
@laangel_camilla
@birdsentences
@kfbk

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:
@johnalanjames2
@heathfloof
@donnaleeforte
@sarahwaugh20
@h8wankmaggot45
@cianderson3
@followingagenda
@ninampls
@brandon7nettles
@kewlbearhelloki

Top Tweeters in G6:
@stevedinsmore
@rjellyman
@beertography1
@beerpornstar
@craftbeeronly1
@beerislove25
@fillyerglassnow

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

Top Tweeters in G8:
@thatdanryan
@hizaga
@umamiaf
@sujigoya

Top Tweeters in G9:
@butlerb
@glendronach
@westlandwhiskey
@lwmooromsky1

Top Tweeters in G10:
@hbarnes
@damienperez__
@swipathefox
@alecburks10