safeway, Twitter, 5/27/2022 6:20:07 PM, 277175


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safeway_2022-05-27_10-23-02.xlsx
safeway_2022-05-27_10-23-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 27, 2022
Short Description:
safeway via NodeXL https://bit.ly/3MYzUcU
@safeway
@activeasian
@ktvu
@dougarens
@bobservant
@sanleandroevent
@mattymatt1988
@joebiden
@ericmem
@__rachooooo

Top hashtags:
#safeway
#lucky
#costco
#breakfast
#cheerios
#battleofalberta
#california
#yelp
#vons
#grocery

Description:
Description
The graph represents a network of 7,529 Twitter users whose tweets in the requested range contained "safeway", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 27 May 2022 at 17:27 UTC.

The requested start date was Friday, 27 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 57-minute period from Friday, 13 May 2022 at 00:02 UTC to Thursday, 26 May 2022 at 23:59 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 : 7529
Unique Edges : 5141
Edges With Duplicates : 5103
Total Edges : 10244
Number of Edge Types : 5
Mentions : 2072
Tweet : 1749
Replies to : 2151
Retweet : 1968
MentionsInRetweet : 2304
Self-Loops : 1766
Reciprocated Vertex Pair Ratio : 0.0384683882457703
Reciprocated Edge Ratio : 0.0740867775681701
Connected Components : 2632
Single-Vertex Connected Components : 1223
Maximum Vertices in a Connected Component : 1370
Maximum Edges in a Connected Component : 2941
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.400656
Graph Density : 0.000102878857789554
Modularity : 0.598691
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,529 Twitter users whose tweets in the requested range contained "safeway", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 27 May 2022 at 17:27 UTC.

The requested start date was Friday, 27 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 57-minute period from Friday, 13 May 2022 at 00:02 UTC to Thursday, 26 May 2022 at 23:59 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : safeway
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[23] https://twitter.com/messages/compose?recipient_id=29286254
[20] https://twitter.com/geekyb/status/1525800859937939456
[16] https://www.ktvu.com/news/cambodian-woman-attacked-at-san-leandro-safeway-parking-lot
[12] https://www.asian-dawn.com/2022/05/14/asian-woman-pistol-whipped-punched-and-robbed-at-safeway/
[8] https://www.ebay.com/itm/234555358414?mkcid=1&mkrid=711-53200-19255-0&siteid=0&campid=5338712207&customid=&toolid=20012&mkevt=1
[8] https://abc7news.com/sf-safeway-carjacking-san-francisco-crime-arrest-richmond-district/10674919/
[6] https://dailyhive.com/vancouver/4545-west-10th-avenue-vancouver-safeway-west-point-grey-village-rental-housing
[6] https://www.foodsafetynews.com/2022/05/peanut-butter-products-made-with-recalled-jif-pulled-from-albertsons-safeway-eagles-and-more-stores-over-salmonella-concers/
[6] https://twitter.com/GeekyB/status/1525800859937939456
[5] https://twitter.com/keyon/status/1527384296469561344

Top URLs in Tweet in G1:
[16] https://twitter.com/geekyb/status/1525800859937939456
[5] https://twitter.com/GeekyB/status/1525800859937939456
[5] https://twitter.com/keyon/status/1527384296469561344
[4] https://www.foodsafetynews.com/2022/05/peanut-butter-products-made-with-recalled-jif-pulled-from-albertsons-safeway-eagles-and-more-stores-over-salmonella-concers/
[3] https://www.yelp.com/visit_captcha?CID=GK&original_url=https%3A%2F%2Fwww.yelp.com%2Fbiz%2Fsafeway-phoenix-2%3Fpt%3Dcheck_in%26ref%3Dtwitter%26utm_campaign%3DCheckIn%26utm_medium%3Dtwitter%26utm_source%3Dishare%26v%3D4b
[3] https://dailyhive.com/vancouver/4545-west-10th-avenue-vancouver-safeway-west-point-grey-village-rental-housing
[2] https://twitter.com/ta_lon/status/1524858996443824130
[2] https://www.yelp.com/visit_captcha?CID=GK&original_url=https%3A%2F%2Fwww.yelp.com%2Fbiz%2Fsafeway-walnut-creek-9%3Fpt%3Dcheck_in%26ref%3Dtwitter%26utm_campaign%3DCheckIn%26utm_medium%3Dtwitter%26utm_source%3Dishare%26v%3D4b
[2] https://www.eastbaytimes.com/2022/05/17/fundraiser-reaches-five-figures-for-cambodian-woman-attacked-in-safeway-parking-lot/
[2] https://4545wtenth.com/

Top URLs in Tweet in G2:
[23] https://twitter.com/messages/compose?recipient_id=29286254
[3] https://www.globenewswire.com/news-release/2020/12/02/2138049/0/en/Global-Online-Grocery-Market-to-hit-USD-1-Trillion-by-2026-Global-Market-Insights-Inc.html
[2] https://www.washingtonpost.com/creativegroup/safeway/a-revolution-in-how-americans-eat/?utm_source=Twitter&utm_medium=Social&utm_campaign=Safeway
[2] https://photos.google.com/share/AF1QipP5mpTb5DPyvnEBf7yHLf7L01_vheszSlu01d149n8gQMqt4IAtgFSBJXj_ehVrEw?key=S2oxRm9kOXFpM2tRRFVCeE1KT0wwb3ZjdnZfaG5R
[2] https://dashdirect.org/
[2] https://www.ktvu.com/news/2-women-attacked-in-separate-incidents-in-oakland-area-just-hours-apart
[1] https://twitter.com/Safeway/status/1525189133546803201
[1] https://twitter.com/theshenners/status/1525911885966675968
[1] https://www.swarmapp.com/c/2lvRaT3kJbX
[1] https://www.swarmapp.com/c/8iVgP0k1ehc

Top URLs in Tweet in G4:
[13] https://www.ktvu.com/news/cambodian-woman-attacked-at-san-leandro-safeway-parking-lot
[11] https://www.asian-dawn.com/2022/05/14/asian-woman-pistol-whipped-punched-and-robbed-at-safeway/
[1] https://www.ktvu.com/news/chp-recovers-700k-in-stolen-goods-pittsburg-man-arrested?taid=627d4b4247bbf400010d7d8b&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[1] https://www.ktvu.com/news/cambodian-woman-attacked-at-san-leandro-safeway-parking-lot?taid=62824ad889369800010b0ef4&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[1] https://twitter.com/travisgbtbb/status/1529547940439592961
[1] https://twitter.com/activeasian/status/1525475116406099971
[1] https://twitter.com/cvspharmacy/status/1520849318340710407
[1] https://twitter.com/AndoReuben/status/1529023155624243200
[1] https://twitter.com/activeasian/status/1525151957022695426
[1] http://trib.al/I0wxGNX

Top URLs in Tweet in G5:
[2] https://twitter.com/karilake/status/1524866462678061056
[1] https://www.ktvu.com/news/cambodian-woman-attacked-at-san-leandro-safeway-parking-lot
[1] https://www.safeway.com/shop/product-details.970098538.html

Top URLs in Tweet in G6:
[2] https://dailyhive.com/vancouver/4545-west-10th-avenue-vancouver-safeway-west-point-grey-village-rental-housing
[2] https://furryfamilyphotos.petownerscanada.com/
[1] https://dailyhive.com/vancouver/4545-west-10th-avenue-vancouver-safeway-west-point-grey-village-rental-housing?__vfz=medium%3Dsharebar
[1] https://dailyhive.com/vancouver/vancouver-view-cone-restrictions-policies
[1] https://www.fruitnet.com/main-navigation/fairtrade-cananda-increases-certified-banana-availability/246350.article
[1] https://www.callingwoodmarketplace.com/farmers-market/

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=8pJea3mhJPM&feature=youtu.be

[1] https://twitter.com/earthsghost/status/1528190024172425216

Top Domains
Top Domains in Tweet in Entire Graph:
[224] twitter.com
[23] patch.com
[20] ktvu.com
[19] youtube.com
[18] swarmapp.com
[12] instagram.com
[12] ebay.com
[12] asian-dawn.com
[10] safeway.com
[10] yelp.com

Top Domains in Tweet in G1:
[127] twitter.com
[23] patch.com
[10] yelp.com
[9] instagram.com
[6] foodsafetynews.com
[4] ebay.com
[4] swarmapp.com
[4] youtube.com
[4] iwaspoisoned.com
[4] dailyhive.com

Top Domains in Tweet in G2:
[44] twitter.com
[14] swarmapp.com
[3] globenewswire.com
[2] youtube.com
[2] nextdoor.com
[2] washingtonpost.com
[2] google.com
[2] dashdirect.org
[2] ktvu.com
[1] instagram.com

Top Domains in Tweet in G4:
[15] ktvu.com
[11] asian-dawn.com
[5] twitter.com
[1] trib.al

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

Top Domains in Tweet in G6:
[4] dailyhive.com
[2] petownerscanada.com
[1] fruitnet.com
[1] callingwoodmarketplace.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[92] safeway
[18] lucky
[17] costco
[15] breakfast
[15] cheerios
[12] battleofalberta
[11] california
[10] yelp
[9] vons
[9] grocery



Top Hashtags in Tweet in G1:
[26] safeway
[10] yelp
[5] sales
[4] diarrhea
[4] sanfrancisco
[3] california
[3] ebay
[3] baby
[3] luckycharms
[3] nausea

Top Hashtags in Tweet in G2:
[13] safeway
[7] fooddrive
[5] inflation
[4] plantbased
[4] gmo
[4] glutenfree
[4] smallcap
[4] plantbasedfoods
[3] grocery
[3] onlinegrocery

Top Hashtags in Tweet in G4:
[3] safeway
[2] safetyfirstsanleandro
[1] calfire
[1] californiafiredanger
[1] ktvu
[1] livermorefiredepartment
[1] blacklivesmatter
[1] asianpride
[1] asianhate

Top Hashtags in Tweet in G5:
[1] bidenflation

Top Hashtags in Tweet in G6:
[12] battleofalberta
[3] letsgooilers
[2] cofred
[2] vanpoli
[2] vanre
[2] safeway
[1] goflames
[1] mixeduse
[1] residential
[1] fairtrade

Top Hashtags in Tweet in G7:
[1] sf

Top Words
Top Words in Tweet in Entire Graph:
[5803] safeway
[807] woman
[621] years
[587] ago
[568] 20
[557] behind
[555] came
[528] bottle
[517] broken
[516] drunk

Top Words in Tweet in G1:
[1326] safeway
[89] go
[70] store
[69] one
[67] today
[60] went
[58] more
[55] time
[53] food
[53] lot

Top Words in Tweet in G2:
[625] safeway
[114] store
[83] please
[79] thank
[51] dm
[44] order
[40] gift
[38] time
[38] more
[37] know

Top Words in Tweet in G3:
[512] woman
[512] safeway
[511] broughty
[510] bobservant
[510] 20
[510] years
[510] ago
[510] drunk
[510] angry
[510] came

Top Words in Tweet in G4:
[342] safeway
[304] san
[277] parking
[277] lot
[249] asian
[248] woman
[223] attacked
[217] black
[216] young
[215] perp

Top Words in Tweet in G5:
[69] safeway
[39] found
[37] rubengallego
[36] website
[11] joebiden
[10] formula
[6] potus
[6] target
[5] those
[5] foxnews

Top Words in Tweet in G6:
[63] safeway
[36] safewaycanada
[21] ready
[17] cheer
[14] find
[13] team
[13] local
[12] #battleofalberta
[12] playoffs
[12] everything

Top Words in Tweet in G7:
[70] safeway
[48] elonmusk
[44] driving
[43] more
[42] billym2k
[42] yes
[42] ketchup
[42] political
[42] parties
[41] plz

Top Words in Tweet in G8:
[67] safeway
[56] __rachooooo
[55] beretania
[54] moms
[4] one
[3] waikele
[3] anuzoller
[3] jxle_
[2] store
[2] hawaii

Top Words in Tweet in G9:
[2] quebec
[2] ontario

Top Words in Tweet in G10:
[36] maustermuhle
[26] drive
[26] point
[26] wisconsin
[26] avenue
[26] two
[25] home
[25] mile
[25] stretch
[25] tenleytown

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[536] years,ago
[515] 20,years
[511] alley,behind
[510] ago,drunk
[510] drunk,angry
[510] angry,woman
[510] woman,came
[510] came,broken
[510] broken,bottle
[510] bottle,alley

Top Word Pairs in Tweet in G1:
[39] parking,lot
[35] go,safeway
[33] safeway,parking
[31] peanut,butter
[28] went,safeway
[27] grocery,store
[27] walmart,safeway
[23] recalled,products
[22] ten,companies
[22] companies,including

Top Word Pairs in Tweet in G2:
[31] gift,cards
[30] liamjkeegan,dotornot2
[27] safeway,think
[25] please,dm
[24] dotornot2,saw
[24] saw,safeway
[24] think,awesome
[24] awesome,love
[24] love,retailers
[24] retailers,put

Top Word Pairs in Tweet in G3:
[510] 20,years
[510] years,ago
[510] ago,drunk
[510] drunk,angry
[510] angry,woman
[510] woman,came
[510] came,broken
[510] broken,bottle
[510] bottle,alley
[510] alley,behind

Top Word Pairs in Tweet in G4:
[277] parking,lot
[276] safeway,parking
[263] lot,san
[216] young,asian
[203] san,leandro
[171] asian,woman
[163] woman,brutally
[163] brutally,attacked
[118] robbed,safeway
[109] black,man

Top Word Pairs in Tweet in G5:
[36] found,safeway
[36] safeway,website
[35] rubengallego,found
[4] baby,formula
[3] joebiden,starve
[3] starve,death
[3] death,locked
[3] locked,safeway
[3] safeway,store
[3] target,safeway

Top Word Pairs in Tweet in G6:
[12] ready,cheer
[12] find,everything
[12] everything,need
[11] safewaycanada,safeway
[9] west,point
[9] point,grey
[9] grey,village
[8] cheer,team
[8] team,find
[8] game,day

Top Word Pairs in Tweet in G7:
[42] billym2k,elonmusk
[42] elonmusk,yes
[42] political,parties
[41] yes,plz
[41] plz,more
[41] more,ketchup
[41] ketchup,brands
[41] brands,safeway
[41] safeway,political
[22] boring,video

Top Word Pairs in Tweet in G8:
[54] moms,safeway
[54] safeway,beretania
[53] __rachooooo,moms
[2] waikele,safeway
[2] safeway,hawaii

Top Word Pairs in Tweet in G10:
[25] drive,point
[25] point,home
[25] home,mile
[25] mile,stretch
[25] stretch,wisconsin
[25] wisconsin,avenue
[25] avenue,tenleytown
[25] tenleytown,glover
[25] glover,park
[25] park,two

Top Replied-To
Top Replied-To in Entire Graph:
@safeway
@geekyb
@keyon
@jahnestawailer
@love_the_80s_uk
@caslonrichard
@e40
@rondior
@mike_fabricant
@conradnobert

Top Replied-To in G2:
@safeway
@jahnestawailer
@e40
@rondior
@loiduloid
@doordash_help
@sabra
@jasoncoombsceo
@fitzfox5dc
@rxstephanie

Top Replied-To in G3:
@bobservant

Top Replied-To in G4:
@activeasian
@cal_fire
@alamedacofire
@livermorepolice
@sanleandroevent
@cvspharmacy
@bryanazevedo1
@lamonicapeters

Top Replied-To in G5:
@rfrumpf
@potus
@blkkntdave69
@whitehouse
@mattfolkmuse
@shenanigan1111
@kingdomofdave
@safeway
@hadenoughca1
@tedlieu

Top Replied-To in G6:
@safeway
@safewaycanada
@lyndalerun
@rxstephanie
@phillenniumline
@bearpawchris
@iamkennethchan
@karmsumal
@joshmessmer
@cazzy

Top Replied-To in G7:
@elonmusk
@billym2k
@laurenboebert
@normalwits
@thinkingsapien

Top Replied-To in G8:
@anuzoller
@jxle_
@__rachooooo
@pancakeliberty

Top Replied-To in G9:
@crensen56

Top Replied-To in G10:
@maustermuhle
@jayadelstein
@afoote_econ
@mandlatdeskins
@realasitcanbe
@popville
@washprobs

Top Mentioned
Top Mentioned in Entire Graph:
@bobservant
@safeway
@activeasian
@neeraltamfginc
@parkambulance
@padailyherald
@asiandawn4
@__rachooooo
@ktvu
@rheensister

Top Mentioned in G1:
@decafebrewer
@cerosuit
@bigwrench56
@pmorganjames
@truthseekers111

Top Mentioned in G2:
@safeway
@dotornot2
@liamjkeegan
@walmart
@kroger
@vons
@samsclub
@wholefoods
@gopuff
@totalwine

Top Mentioned in G3:
@bobservant

Top Mentioned in G4:
@activeasian
@asiandawn4
@ktvu
@mankitlam4
@sweetshayshayyy
@eharringtontv
@safeway
@nbcbayarea
@lamonicapeters
@dionlimtv

Top Mentioned in G5:
@rubengallego
@joebiden
@potus
@foxnews
@kat_cammack
@gregabbott_tx
@cnn
@karilake
@azkellyt
@trumpmypres

Top Mentioned in G6:
@safewaycanada
@safeway
@iamkennethchan
@sobeys
@edmontonoilers
@dailyhivevan
@karmsumal
@bearpawchris
@fishergirl39
@adriandix

Top Mentioned in G7:
@elonmusk
@billym2k
@wholemarsblog
@pmarca

Top Mentioned in G8:
@__rachooooo
@ktvu

Top Mentioned in G9:
@deniseparashac
@2rrob
@jennife67561783
@msvernestyne
@kanekavi
@krick0604
@azgrl007
@lovemykiaram
@alovefarmer
@islandgirlyme

Top Mentioned in G10:
@maustermuhle
@me_frisco_ca
@barredindc
@thehillishome
@hillragdc
@popville
@mandlatdeskins
@fadaabrahamgeo
@anotherpanacea

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@gambiste1
@crweworld
@ashleylaw371
@phillip92321
@glasgow_watch
@kenkircher1
@wardj15
@bellesapepper37
@reuters

Top Tweeters in G1:
@pulpnews
@crweworld
@bellesapepper37
@sir5000
@toujoureb_
@fishfetish5
@morrisdusk
@seasonsgala
@thealiasbeing
@lakergrrrl

Top Tweeters in G2:
@mcdonalds
@barkyboogz
@walmart
@stevijopayne
@alejandrosig
@kaleidoscopet0
@abc7newsbayarea
@mrwinnerr
@alaskaair
@cocacola

Top Tweeters in G3:
@wardj15
@childofalba
@johnnydundee
@marxculture
@jenemm3
@tomdcoates
@quantick
@valerierooney1
@deasbad
@reecapie

Top Tweeters in G4:
@nbcbayarea
@ktvu
@me2s3m
@absolutia
@opinionherehi
@r_daneel_0livaw
@grattodanny
@pegasuseb777
@mdp098
@puggiesue

Top Tweeters in G5:
@hockeyfangirl12
@debr3322
@nakesha_horsey
@memeburk
@laurahennesse11
@foxnews
@contenttba
@paruchgretchen
@abc
@ljohn44

Top Tweeters in G6:
@dailyhivevan
@cazzy
@edmontonoilers
@dantakhar
@perch35km
@smilingsandra
@nhlflames
@jodyvance
@cholakrosanna
@jakking49

Top Tweeters in G7:
@gambiste1
@terajits
@mattygambs1
@wholemarsblog
@snowwolf1_
@helenjojojojo
@occupymars2025
@reenath
@jlsanchez37
@dianefarringt11

Top Tweeters in G8:
@pancakeliberty
@austinkaelyn
@marleiat
@fatmochibowl
@tamrinsummer
@nmaukele
@forgetableloser
@kalekanaeholo
@rheamendozaa
@freeze_n

Top Tweeters in G9:
@shell_loyd
@suelmh17
@1stkiersten
@tammy_marchand
@atrumpest
@kanekavi
@boogykas
@jaxharley5
@yur_best_friend
@circlesspinning

Top Tweeters in G10:
@leanscanvas
@tommy_picklz
@javeauriel
@rushadthomas
@teeci17
@lilkikiesq
@morganina__
@maustermuhle
@popville
@barredindc


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