BevMo, Twitter, 1/23/2019 10:16:37 AM, 182885


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BevMo_2019-01-23_02-04-42.xlsx
BevMo_2019-01-23_02-04-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 23, 2019
Short Description:
BevMo via NodeXL http://bit.ly/2U96NYA
@bevmo
@ywdwarner
@sfchronwinecomp
@aaronmartone
@vclinebarton
@madvirtualizer
@augustxiii
@fellowrobots
@judsonalthoff
@starbucks

Top hashtags:
#nrf2019
#ai
#retail
#microsoft
#powerbi
#azure
#bevmo
#machinelearning
#iot
#yelp

Description:
Description
The graph represents a network of 438 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, 23 January 2019 at 10:04 UTC.

The requested start date was Wednesday, 23 January 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, 39-minute period from Wednesday, 09 January 2019 at 01:29 UTC to Wednesday, 23 January 2019 at 00:09 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 : 438
Unique Edges : 549
Edges With Duplicates : 84
Total Edges : 633
Number of Edge Types : 3
Tweet : 129
Replies to : 105
Mentions : 399
Self-Loops : 129
Reciprocated Vertex Pair Ratio : 0.0466666666666667
Reciprocated Edge Ratio : 0.089171974522293
Connected Components : 178
Single-Vertex Connected Components : 87
Maximum Vertices in a Connected Component : 109
Maximum Edges in a Connected Component : 346
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.234358
Graph Density : 0.00246073790790257
Modularity : 0.619128
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://blogs.microsoft.com/blog/2019/01/09/microsoft-at-nrf-delivering-on-the-promise-of-intelligent-retail/
[3] https://www.napatouristguide.com/blog/2019/1/9/free-napa-wine-tasting-2019-recommended-by-bevmo-napa-on-a-tiny-budget
[2] http://patch.com/california/culvercity/s/gl1y5/bevmo-warns-customers-data-breach?utm_source=dlvr.it&utm_medium=twitter&utm_term=business&utm_campaign=recirc&utm_content=aol
[2] https://forum.anomali.com/t/bevmo-payment-breach-affects-thousands-with-researchers-pointing-to-magecart/3393?utm_content=82302815&utm_medium=social&utm_source=twitter&hss_channel=tw-197216119
[2] http://patch.com/california/lagunabeach/s/gl1y5/bevmo-warns-customers-data-breach?utm_source=dlvr.it&utm_medium=twitter&utm_term=business&utm_campaign=recirc&utm_content=aol
[1] http://www.bevmo.com/catalog/product/view/id/10031
[1] http://www.bevmo.com/pickup-shipping-delivery/
[1] https://twitter.com/i/web/status/1086100874479337472
[1] https://twitter.com/i/web/status/1083834722474647552
[1] http://post/

Top URLs in Tweet in G1:
[1] https://www.yourcentralvalley.com/news/central-valley-today/healthy-cocktails-for-dry-january-/1692762121
[1] https://hacknews.co/security/20181229/hackers-steal-credit-card-data-of-14579-bevmo-customers.html
[1] https://sanfrancisco.cbslocal.com/2018/12/26/bevmo-website-breach-affects-thousands-of-customers-credit-data/
[1] https://www.facebook.com/story.php?story_fbid=2040984286020168&id=202336333218315
[1] https://www.instagram.com/p/BsbIV5gggPz/?utm_source=ig_twitter_share&igshid=zn9n8bv89edg
[1] https://blogs.microsoft.com/blog/2019/01/09/microsoft-at-nrf-delivering-on-the-promise-of-intelligent-retail/
[1] https://twitter.com/alanalevinson/status/1083483072257941504
[1] https://www.instagram.com/p/Bsel8vJl7R6/?utm_source=ig_twitter_share&igshid=fts53du2duip
[1] https://twitter.com/i/web/status/1083828006387277824
[1] https://twitter.com/i/web/status/1083871086721167360

Top URLs in Tweet in G2:
[3] https://www.napatouristguide.com/blog/2019/1/9/free-napa-wine-tasting-2019-recommended-by-bevmo-napa-on-a-tiny-budget
[1] http://www.bevmo.com/catalog/product/view/id/10031
[1] http://www.bevmo.com/bevmo-private-collection.html?utm_campaign=Bittersweet-Chocolate-0110&utm_medium=twitter&utm_source=website
[1] http://www.bevmo.com/wine/shopby/5cent?utm_campaign=5-Cent-Wine-0104&utm_medium=twitter&utm_source=website
[1] https://twitter.com/i/web/status/1083858693496717313
[1] https://twitter.com/i/web/status/1084592196895023106
[1] https://twitter.com/i/web/status/1084940106262294529
[1] https://twitter.com/i/web/status/1084993609085190144
[1] https://twitter.com/i/web/status/1085310854332145665
[1] https://twitter.com/i/web/status/1085990401939595264

Top URLs in Tweet in G3:
[2] https://blogs.microsoft.com/blog/2019/01/09/microsoft-at-nrf-delivering-on-the-promise-of-intelligent-retail/
[1] https://vimeo.com/225588292
[1] https://twitter.com/Mascobot/status/1086072211855761408

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1084671760262287360

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1084664149899182080

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1087525173773852672

Top URLs in Tweet in G9:
[1] http://www.bevmo.com/bevmo-loves-pets/?fbclid=IwAR16CXCXFY37vP-eznnXLTesL3qnqeXUCH2tyoUrkVyYK0hiNcR_Kk1KWs4

Top Domains
Top Domains in Tweet in Entire Graph:
[58] twitter.com
[10] bevmo.com
[5] microsoft.com
[4] swarmapp.com
[4] instagram.com
[4] patch.com
[3] yelp.com
[3] napatouristguide.com
[2] untappd.com
[2] anomali.com

Top Domains in Tweet in G1:
[17] twitter.com
[3] instagram.com
[3] yelp.com
[2] facebook.com
[2] bevmo.com
[1] yourcentralvalley.com
[1] hacknews.co
[1] cbslocal.com
[1] microsoft.com
[1] cyberscoop.com

Top Domains in Tweet in G2:
[24] twitter.com
[7] bevmo.com
[3] swarmapp.com
[3] napatouristguide.com
[1] post
[1] dailyjournal.com
[1] imgur.com
[1] youtube.com
[1] prioritywinepass.com

Top Domains in Tweet in G3:
[2] microsoft.com
[1] vimeo.com
[1] twitter.com

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] nrf2019
[10] ai
[8] retail
[7] microsoft
[5] powerbi
[5] azure
[4] bevmo
[4] machinelearning
[4] iot
[3] yelp



Top Hashtags in Tweet in G1:
[4] bevmo
[4] ai
[4] nrf2019
[3] retail
[3] yelp
[3] powerbi
[3] azure
[3] microsoft
[2] robot
[1] beer

Top Hashtags in Tweet in G2:
[3] wtbeck
[3] comedy
[3] notadvertising
[3] butitsagreatdeal
[3] inmyopinion
[2] napavalley
[2] bigdaddysbloodymarymix
[2] california
[2] simplythebest
[2] bloodymary

Top Hashtags in Tweet in G3:
[5] nrf2019
[5] ai
[4] microsoft
[4] retail
[2] powerbi
[2] azure
[2] machinelearning
[2] iot
[1] robotics
[1] robot

Top Hashtags in Tweet in G8:
[1] ipa

Top Words
Top Words in Tweet in Entire Graph:
[201] Words in Sentiment List#1: Positive
[89] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5601] Non-categorized Words
[5891] Total Words
[311] bevmo
[46] fellowrobots
[38] wine
[36] brands
[36] starbucks

Top Words in Tweet in G1:
[90] bevmo
[14] s
[11] bottle
[9] wine
[9] out
[6] m
[6] go
[6] still
[6] time
[6] run

Top Words in Tweet in G2:
[59] bevmo
[13] wine
[10] t
[10] doordash
[9] up
[9] s
[8] more
[8] day
[7] national
[7] beer

Top Words in Tweet in G3:
[36] fellowrobots
[36] bevmo
[31] partnership
[31] brands
[31] starbucks
[31] goodwillintl
[31] stefanoriccispa
[31] reimagining
[30] judsonalthoff
[7] â

Top Words in Tweet in G4:
[2] trishsuter
[2] davorka1965774
[2] lkkelley1
[2] russell_writer
[2] detective26ad
[2] alexvorkov
[2] authorellie
[2] ninsthewriter
[2] gin
[2] use

Top Words in Tweet in G8:
[2] ipa

Top Words in Tweet in G9:
[10] wine
[5] drinking
[5] feline
[5] fine
[5] proud
[5] announce
[5] bevmo
[5] now
[5] donating
[5] 100

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[35] partnership,brands
[35] brands,starbucks
[35] starbucks,goodwillintl
[35] goodwillintl,fellowrobots
[35] fellowrobots,stefanoriccispa
[35] stefanoriccispa,bevmo
[34] judsonalthoff,partnership
[33] bevmo,reimagining
[10] 100,proceeds
[8] proceeds,weekly

Top Word Pairs in Tweet in G1:
[4] check,out
[3] iâ,m
[3] go,bevmo
[3] liquor,store
[3] going,bevmo
[3] time,bevmo
[3] bevmo,s
[3] checked,bevmo
[3] bevmo,yelp
[3] bevmo,partnered

Top Word Pairs in Tweet in G2:
[6] doordash,bevmo
[5] 100,proceeds
[4] s,national
[4] don,t
[4] lucasj94,doordash
[3] national,dress
[3] dress,up
[3] up,pet
[3] pet,day
[3] day,re

Top Word Pairs in Tweet in G3:
[31] partnership,brands
[31] brands,starbucks
[31] starbucks,goodwillintl
[31] goodwillintl,fellowrobots
[31] fellowrobots,stefanoriccispa
[31] stefanoriccispa,bevmo
[31] bevmo,reimagining
[30] judsonalthoff,partnership
[7] reimagining,â
[4] microsoft,booth

Top Word Pairs in Tweet in G4:
[2] trishsuter,davorka1965774
[2] davorka1965774,lkkelley1
[2] lkkelley1,russell_writer
[2] russell_writer,detective26ad
[2] detective26ad,alexvorkov
[2] alexvorkov,authorellie
[2] authorellie,ninsthewriter

Top Word Pairs in Tweet in G9:
[5] drinking,wine
[5] wine,feline
[5] feline,fine
[5] fine,proud
[5] proud,announce
[5] announce,bevmo
[5] bevmo,now
[5] now,donating
[5] donating,100
[5] 100,proceeds

Top Replied-To
Top Replied-To in Entire Graph:
@bevmo
@tplaza9
@jeforrester4
@jamescmartinez
@annebruins
@vmaun
@tazmexufc
@sasha_maggio
@alvarezjandra
@samtaylorr09

Top Replied-To in G2:
@bevmo
@tplaza9
@jeforrester4
@jamescmartinez
@vmaun
@salsatim
@joshlanzet
@alvarezjandra
@samtaylorr09
@wayne_dizzle88

Top Replied-To in G4:
@trishsuter

Top Replied-To in G5:
@cardboardicons

Top Replied-To in G6:
@chadhayesmd

Top Replied-To in G7:
@_thisisnotgil

Top Replied-To in G8:
@bevmo

Top Replied-To in G10:
@oolala87

Top Mentioned
Top Mentioned in Entire Graph:
@bevmo
@fellowrobots
@starbucks
@goodwillintl
@stefanoriccispa
@judsonalthoff
@doordash
@lucasj94
@aawlphx
@aviationgin

Top Mentioned in G1:
@simonsaybrams
@wine_soif

Top Mentioned in G2:
@bevmo
@doordash
@lucasj94
@aviationgin
@samtaylorr09
@nfl
@fellowrobots
@fragozojr
@sommelierchall
@bigdaddysmix

Top Mentioned in G3:
@fellowrobots
@bevmo
@starbucks
@goodwillintl
@stefanoriccispa
@judsonalthoff
@5h15h
@mascobot
@shelleybransten
@xgia

Top Mentioned in G4:
@davorka1965774
@lkkelley1
@russell_writer
@detective26ad
@alexvorkov
@authorellie
@ninsthewriter
@vclinebarton
@trishsuter

Top Mentioned in G5:
@bigshep79
@bicemusic
@ourtradingcards
@vantheman57
@mojobreak_com

Top Mentioned in G6:
@stethoscope101
@drjengunter
@breweryommegang
@platformbeers

Top Mentioned in G7:
@yall_annoye
@mrjblanc
@danadewus
@iliveinasia_

Top Mentioned in G8:
@sierranevada
@stonebrewing
@hopvalley
@millercoors

Top Mentioned in G9:
@aawlphx

Top Mentioned in G10:
@kinkybeverages
@binnysbev

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@villamizaritpro
@authorellie
@lkkelley1
@firstgentleman
@alaskaair
@cordeirorick
@yamatho2
@ayeeebree
@nfl

Top Tweeters in G1:
@villamizaritpro
@ayeeebree
@simonsaybrams
@rawcpoppa_
@_maryanjolie
@chwangjulian
@sexatoxbridge
@killmoedee
@msbossyleo
@reckless_renzo

Top Tweeters in G2:
@cordeirorick
@nfl
@vmaun
@bigdaddysmix
@n5iln
@anne_boerner
@iamvagabond
@luckydate
@wayne_dizzle88
@bkm13la

Top Tweeters in G3:
@gamergeeknews
@yamatho2
@starbucks
@danitablackwood
@pardoe_ai
@ashot_
@it9_mike
@francoleuzzi
@machine_ml
@jayeshmthakur

Top Tweeters in G4:
@authorellie
@lkkelley1
@russell_writer
@nylavox
@joyrossdavis
@caasbrey
@helengrantsays
@ninsthewriter
@valeriepenny
@marthaperezbook

Top Tweeters in G5:
@ourtradingcards
@cardboardicons
@mojobreak_com
@bicemusic
@bigshep79
@goose1850
@vantheman57

Top Tweeters in G6:
@drjengunter
@tlcolson
@platformbeers
@chadhayesmd
@stethoscope101
@breweryommegang

Top Tweeters in G7:
@killakam1947
@mrjblanc
@danadewus
@iliveinasia_
@yall_annoye
@_thisisnotgil

Top Tweeters in G8:
@stonebrewing
@sierranevada
@hopvalley
@millercoors
@ywdwarner

Top Tweeters in G9:
@aawlphx
@bonnie1389j
@nettatah
@missprissyrules
@opusfihomeloans

Top Tweeters in G10:
@binnysbev
@oolala87
@kinkybeverages
@mocal95


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