safeway, Twitter, 9/25/2020 7:09:18 PM, 235995


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safeway_2020-09-25_11-10-23.xlsx
safeway_2020-09-25_11-10-23.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 25, 2020
Short Description:
safeway via NodeXL https://bit.ly/3mVcSaf
@safeway
@ava
@dertgroe
@leasalorraine
@tangomoon700
@cheasterkiller
@luna_toons
@steady__ready
@ramdonomo
@jmsbooks

Top hashtags:
#ad
#safeway
#nourishingneighbors
#seahawks
#albertsons
#vons
#vanre
#vanpoli

Description:
Description
The graph represents a network of 8,831 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, 25 September 2020 at 18:15 UTC.

The requested start date was Friday, 25 September 2020 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 10-day, 8-hour, 13-minute period from Monday, 14 September 2020 at 15:45 UTC to Thursday, 24 September 2020 at 23:58 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 : 8831
Unique Edges : 6210
Edges With Duplicates : 8023
Total Edges : 14233
Number of Edge Types : 5
Replies to : 2263
Mentions : 3073
Tweet : 1842
MentionsInRetweet : 4000
Retweet : 3055
Self-Loops : 1879
Reciprocated Vertex Pair Ratio : 0.0374479889042996
Reciprocated Edge Ratio : 0.072192513368984
Connected Components : 2630
Single-Vertex Connected Components : 1233
Maximum Vertices in a Connected Component : 2818
Maximum Edges in a Connected Component : 7082
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.923643
Graph Density : 0.000105517306030837
Modularity : 0.575962
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 8,831 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, 25 September 2020 at 18:15 UTC.

The requested start date was Friday, 25 September 2020 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 10-day, 8-hour, 13-minute period from Monday, 14 September 2020 at 15:45 UTC to Thursday, 24 September 2020 at 23:58 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:
[89] https://asuevents.asu.edu/content/safeway-community-care-partner
[34] https://twitter.com/serimtonin/status/1308859874097410049
[12] https://twitter.com/dashdub1/status/1309104040475791362
[11] https://www.awesemo.com/pga/pga-dfs-picks-draftkings-cheatsheet-safeway-open-9-16-2020/
[11] https://www.awesemo.com/pga/pga-dfs-picks-fanduel-cheatsheet-safeway-open-9-16-20/
[11] http://got.to
[10] https://twitter.com/ava/status/1306477640233091072
[9] https://twitter.com/redwins3_first/status/1308474535834988547
[9] https://dailyhive.com/vancouver/1780-broadway-commercial-safeway-redevelopment
[8] https://www.straight.com/news/vancouver-real-estate-fight-looms-over-plaza-in-safeway-redevelopment-on-broadway-and

Top URLs in Tweet in G1:
[1] https://www.latimes.com/business/story/2020-09-16/california-grocery-industry-supports-tougher-crime-laws
[1] https://twitter.com/washingtonpost/status/1306271141913333762

Top URLs in Tweet in G2:
[89] https://asuevents.asu.edu/content/safeway-community-care-partner
[34] https://twitter.com/serimtonin/status/1308859874097410049
[4] https://www.cnn.com/videos/sports/2020/09/17/stewart-cink-pga-tour-victory-wife-cancer-safeway-open-living-golf-spt-intl.cnn
[3] https://www.mercurynews.com/2020/09/22/real-estate-sunnyvale-retail-center-deal-80-million-safeway-starbucks/
[3] https://twitter.com/talliesinyoung/status/1308446624381898753
[2] https://www.pgatour.com/news/2020/09/13/stewart-cink-wins-safeway-open-son-caddie-family.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.robinspost.com/news/sports-news/sports-daily-news/1200395-pga-news-2020-safeway-open-stewart-cink-47-picks-up-seventh-pga-tour-win-first-since-2009-cbs-sports.html
[2] https://napavalleyregister.com/news/local/suspect-in-safeway-shooting-in-american-canyon-arraigned-on-murder-other-charges/article_d520232e-308c-584f-85eb-4747331ebf09.html
[2] https://twitter.com/washingtonpost/status/1229940070976716801
[2] https://www.golfnews.co.uk/news/cink-rolls-back-the-years-with-safeway-open-win/

Top URLs in Tweet in G3:
[7] https://twitter.com/ava/status/1306477640233091072
[3] https://www.safeway.com/recipes/search-results.html?q=sheet
[3] pan
[3] https://foodispower.org/Shame-on-Safeway-and-Albertsons
[3] https://twitter.com/Safeway/status/1305626491674337286
[2] https://local.safeway.com/search.html?cmpid=lsc_swy_null_loso_twt_null_null
[2] https://twitter.com/p1z4t/status/1306980210169065472
[2] https://parmcrisps.com/pages/store-locator
[2] https://www.washingtonpost.com/brandstudio/safeway/the-new-family-meal/?utm_source=Twitter&utm_medium=Social&utm_campaign=Safeway
[2] https://www.thecouponingcouple.com/safeway-weekly-ad-9-23-20/

Top URLs in Tweet in G4:
[1] https://twitter.com/_jessicabriana/status/1306631749837836288

Top URLs in Tweet in G5:
[3] https://www.bbc.co.uk/sport/golf/54144250?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[10] https://www.awesemo.com/pga/pga-dfs-picks-fanduel-cheatsheet-safeway-open-9-16-20/
[10] https://www.awesemo.com/pga/pga-dfs-picks-draftkings-cheatsheet-safeway-open-9-16-2020/
[4] https://www.pgatour.com/winners-bag/2020/09/13/golf-clubs-equipment-stewart-cink-safeway-open-ping-titleist-vokey-silverado-resort-and-spa-north.html
[4] https://www.pgatour.com/news/2020/09/13/stewart-cink-wins-safeway-open-son-caddie-family.html
[4] https://www.awesemo.com/pga/pga-dfs-approach-safeway-open-picks-9-9-2020-2/
[3] https://link.medium.com/99WbdBcJM9
[2] https://www.golfdigest.com/story/clubs-stewart-cink-used-to-win-the-safeway-open?utm_medium=social&utm_source=twitter&utm_campaign=golfdigest
[2] https://www.golfdigest.com/story/stewart-cink-safeway-open-victory-reagan-caddie-out-of-nowhere?utm_medium=social&utm_source=twitter&utm_campaign=golfdigest
[1] https://golfweek.usatoday.com/2020/09/15/johnny-miller-qa-part-2-on-the-u-s-open-the-one-that-got-away-family-tragedies/
[1] https://www.instagram.com/accounts/login/?next=/p/CFID7XsHfTX/%3Figshid%3Dzwpssfeahlib

Top URLs in Tweet in G7:
[7] https://www.straight.com/news/vancouver-real-estate-fight-looms-over-plaza-in-safeway-redevelopment-on-broadway-and
[6] https://bc.ctvnews.ca/it-was-a-cry-for-help-stabbing-victim-recalls-weekend-attack-in-safeway-parking-lot-1.5114043
[4] https://bc.ctvnews.ca/47-year-old-woman-stabbed-in-vancouver-safeway-parking-lot-near-commercial-skytrain-station-1.5112776
[3] https://www.straight.com/news/vancouver-real-estate-fight-looms-over-plaza-in-safeway-redevelopment-on-broadway-and?utm_source=twitter&utm_medium=social&utm_campaign=hootsuite&utm_content=georgiastraight
[2] https://www.straight.com/news/vancouver-real-estate-taller-towers-proposed-in-new-application-for-safeway-on-broadway-and
[2] https://www.straight.com/news/vancouver-real-estate-taller-towers-proposed-in-new-application-for-safeway-on-broadway-and?utm_source=twitter&utm_medium=social&utm_campaign=hootsuite&utm_content=georgiastraight
[2] https://www.citynews1130.com/2020/09/20/east-vancouver-stabbing-safeway-random/
[1] https://council.vancouver.ca/20150624/documents/ptec5_AppB.PDF

Top URLs in Tweet in G10:
[12] https://twitter.com/dashdub1/status/1309104040475791362
[1] https://twitter.com/CAL_FIRE/status/1306331871131828224

Top Domains
Top Domains in Tweet in Entire Graph:
[265] twitter.com
[89] asu.edu
[41] instagram.com
[30] pgatour.com
[28] awesemo.com
[26] swarmapp.com
[21] straight.com
[15] youtube.com
[15] usatoday.com
[13] ctvnews.ca

Top Domains in Tweet in G1:
[1] latimes.com
[1] twitter.com

Top Domains in Tweet in G2:
[151] twitter.com
[89] asu.edu
[32] instagram.com
[20] pgatour.com
[7] co.uk
[7] google.com
[7] cnn.com
[6] univision.com
[5] youtube.com
[4] dlvr.it

Top Domains in Tweet in G3:
[51] twitter.com
[21] swarmapp.com
[6] safeway.com
[4] foodispower.org
[3] shwks.com
[2] instagram.com
[2] fearlessdining.com
[2] parmcrisps.com
[2] seattletimes.com
[2] shopkimco.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[3] co.uk

Top Domains in Tweet in G6:
[24] awesemo.com
[9] pgatour.com
[6] golfdigest.com
[5] usatoday.com
[4] twitter.com
[3] instagram.com
[3] medium.com
[3] napavalleyregister.com
[1] rotogrinders.com
[1] firstpost.com

Top Domains in Tweet in G7:
[14] straight.com
[10] ctvnews.ca
[2] citynews1130.com
[1] vancouver.ca

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[89] ad
[87] safeway
[39] nourishingneighbors
[25] seahawks
[23] albertsons
[20] vons
[19] vanre
[17] vanpoli
[16] happy12thbdaywizard101
[15] naacp



Top Hashtags in Tweet in G1:
[1] opennature

Top Hashtags in Tweet in G2:
[28] safeway
[9] pga
[6] golf
[6] destino2020
[5] branchbanking
[4] pgatour
[4] shopping
[4] vimeo
[3] stewartcink
[3] covid19

Top Hashtags in Tweet in G3:
[87] ad
[35] nourishingneighbors
[25] safeway
[24] seahawks
[21] albertsons
[20] vons
[12] maria
[12] mar1ah
[12] vonstujunga
[9] racism

Top Hashtags in Tweet in G5:
[13] happy12thbdaywizard101

Top Hashtags in Tweet in G6:
[3] golf
[3] pgatour
[2] coraleschampionship
[2] usopen
[2] travelerschamp
[2] safeway
[2] playyourbest
[2] stewartcink
[2] safewayopen
[1] napavalley

Top Hashtags in Tweet in G7:
[10] vanpoli
[8] vanre
[7] eastvan
[6] vancouver
[1] commercialdrive
[1] gmamfb
[1] yoghurtspeculators

Top Hashtags in Tweet in G8:
[1] porttownsend

Top Hashtags in Tweet in G10:
[1] justforyou
[1] wtf

Top Words
Top Words in Tweet in Entire Graph:
[6858] safeway
[1512] make
[1512] albertsons
[1418] 20
[1404] two
[1365] kroger
[1321] police
[1310] prop
[1299] shoplifting
[1297] felony

Top Words in Tweet in G1:
[1282] safeway
[1281] prop
[1281] 20
[1279] albertsons
[1279] police
[1278] ralphs
[1278] gelsons
[1278] kroger
[1278] created
[1278] make

Top Words in Tweet in G2:
[1325] safeway
[113] open
[88] go
[73] one
[63] care
[61] community
[58] partner
[53] cink
[51] mask
[48] going

Top Words in Tweet in G3:
[947] safeway
[168] store
[160] albertsons
[136] thank
[119] bread
[118] make
[107] please
[87] #ad
[80] love
[79] recipe

Top Words in Tweet in G4:
[225] safeway
[225] pleasant
[225] grove
[217] psa
[217] encountered
[217] group
[217] men
[217] following
[217] different
[217] young

Top Words in Tweet in G5:
[178] follow
[178] retweet
[177] destinyrain808
[172] working
[172] couple
[172] giveaways
[172] wizard101's
[172] 12th
[172] birthday
[172] lets

Top Words in Tweet in G6:
[112] open
[92] safeway
[50] stewartcink
[35] pgatour
[35] pga
[33] win
[28] picks
[27] last
[26] dfs
[26] 16

Top Words in Tweet in G7:
[145] safeway
[140] woman
[119] stabbed
[118] husband
[117] parking
[117] lot
[114] walking
[98] broadway
[85] news1130
[72] unexpectedly

Top Words in Tweet in G8:
[31] safeway
[25] 12sec317
[25] lost
[25] doggie
[25] adventure
[25] went
[25] ago
[25] port
[25] townsend
[25] luckily

Top Words in Tweet in G9:
[66] safeway
[65] fran
[65] called
[64] pearlsfrommyrna
[63] albacore
[2] underwood
[2] deviled
[2] ham
[2] sale

Top Words in Tweet in G10:
[68] safeway
[52] deangeliscorey
[38] criticize
[31] unless
[30] families
[26] reopen
[22] work
[19] school
[14] take
[14] elsewhere

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1311] kroger,safeway
[1306] prop,20
[1293] albertsons,kroger
[1291] ralphs,gelsons
[1291] gelsons,albertsons
[1290] make,shoplifting
[1290] shoplifting,felony
[1289] safeway,created
[1289] created,prop
[1289] 20,police

Top Word Pairs in Tweet in G1:
[1281] prop,20
[1278] ralphs,gelsons
[1278] gelsons,albertsons
[1278] albertsons,kroger
[1278] kroger,safeway
[1278] safeway,created
[1278] created,prop
[1278] 20,police
[1278] police,make
[1278] make,shoplifting

Top Word Pairs in Tweet in G2:
[84] safeway,open
[58] community,care
[58] care,partner
[40] go,safeway
[37] parking,lot
[36] stewart,cink
[28] safeway,parking
[22] went,safeway
[18] gt,gt
[17] going,safeway

Top Word Pairs in Tweet in G3:
[75] safeway,albertsons
[56] #ad,perfectly
[56] perfectly,spiced
[56] spiced,pumpkin
[56] pumpkin,zucchini
[56] zucchini,bread
[56] bread,quick
[56] quick,bread
[56] bread,recipe
[56] recipe,make

Top Word Pairs in Tweet in G4:
[225] safeway,pleasant
[225] pleasant,grove
[217] psa,safeway
[217] grove,encountered
[217] encountered,group
[217] group,men
[217] men,following
[217] following,different
[217] different,young
[217] young,women

Top Word Pairs in Tweet in G5:
[178] follow,retweet
[172] working,couple
[172] couple,giveaways
[172] giveaways,wizard101's
[172] wizard101's,12th
[172] 12th,birthday
[172] birthday,lets
[172] lets,start
[172] start,one
[172] one,follow

Top Word Pairs in Tweet in G6:
[64] safeway,open
[26] pga,dfs
[26] dfs,picks
[26] 16,20
[20] open,free
[20] free,16
[20] stewartcink,winning
[18] stewart,cink
[18] winning,safeway
[14] great,time

Top Word Pairs in Tweet in G7:
[117] parking,lot
[108] safeway,parking
[80] woman,walking
[80] walking,husband
[78] news1130,woman
[72] husband,unexpectedly
[72] unexpectedly,stabbed
[72] stabbed,safeway
[72] lot,near
[72] near,broadway

Top Word Pairs in Tweet in G8:
[25] lost,doggie
[25] doggie,adventure
[25] adventure,went
[25] went,safeway
[25] safeway,ago
[25] ago,port
[25] port,townsend
[25] townsend,luckily
[25] luckily,pt
[25] pt,kill

Top Word Pairs in Tweet in G9:
[64] fran,called
[64] called,safeway
[63] safeway,albacore
[62] pearlsfrommyrna,fran
[2] safeway,underwood
[2] underwood,deviled
[2] deviled,ham
[2] ham,sale

Top Word Pairs in Tweet in G10:
[31] criticize,safeway
[31] safeway,unless
[26] reopen,families
[25] deangeliscorey,criticize
[22] unless,work
[13] safeway,reopen
[13] families,take
[13] take,money
[13] money,elsewhere
[13] elsewhere,school

Top Replied-To
Top Replied-To in Entire Graph:
@safeway
@blamereaganfilm
@stephforrer
@il0vethe80s
@bm48814102
@j_lantz
@artfull01
@steveportigal
@ytdots

Top Replied-To in G1:
@954jeffx

Top Replied-To in G3:
@safeway
@stephforrer
@j_lantz
@steveportigal
@artfull01
@seahawks
@e40
@sanfrandamn
@sf_kerry
@ruhbuttkuh

Top Replied-To in G5:
@alexa_lionheart

Top Replied-To in G6:
@golfchannel
@pgatour
@usopengolf
@stewartcink
@dhananjaykrai3
@safeway
@beverly79943415
@anirbangolf
@espn
@xanderlegion

Top Replied-To in G7:
@news1130
@jakking49
@intelone2
@mrchicovaldez
@anne_roberts_bc
@ctvvancouver

Top Replied-To in G8:
@dire_wolves
@needle_of_arya
@lacadri34
@thesydneya
@12sec317

Top Replied-To in G9:
@pearlsfrommyrna

Top Replied-To in G10:
@dashdub1
@deangeliscorey
@gavinnewsom
@safeway
@xreal_art

Top Mentioned
Top Mentioned in Entire Graph:
@ava
@safeway
@_jessicabriana
@destinyrain808
@wizard101
@albertsons
@news1130
@pearlsfrommyrna
@adashofsanity
@stewartcink

Top Mentioned in G1:
@ava
@erikka_linn
@maryxmaggot

Top Mentioned in G2:
@mayacamasf
@darlene50495974
@mpetroules
@ourlivesmatter4
@jonahblank
@safe2save
@lilooet
@steveconsultsp1

Top Mentioned in G3:
@safeway
@albertsons
@adashofsanity
@seahawks
@kroger
@e40
@walmart
@impossiblefoods
@fearless_dining
@costco

Top Mentioned in G4:
@_jessicabriana
@earth_to_ally

Top Mentioned in G5:
@destinyrain808
@wizard101
@ggoldenwraith
@swissbusiness

Top Mentioned in G6:
@stewartcink
@pgatour
@safewayopen
@georgiatech
@theopen
@briankempga
@golfdigest
@silveradoresort
@thefantasygrind
@usga

Top Mentioned in G7:
@news1130
@ctvvancouver
@carlitopablo
@georgiastraight
@cityhallwchvan
@mtnbvan
@bill_mccreery
@coalitionvan
@dorothydbarkley
@stevebohus

Top Mentioned in G8:
@12sec317
@darth
@ndreajess
@like_h2o
@peachyinnj
@ggforthepeople
@prezhillary17
@beninbiloxi
@leifnanna
@sethpalooka

Top Mentioned in G9:
@pearlsfrommyrna

Top Mentioned in G10:
@deangeliscorey
@roxanneforad46
@gavinnewsom
@dashdub1
@mayorofla
@lacountybos
@kathrynbarger
@realkiradavis
@cal_fire
@safeway

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@robinsnewswire
@hrblock_21
@wloyisplaying
@gambiste1
@mementh
@robinsportsnews
@chipotletweets
@malliardreport
@thehill

Top Tweeters in G1:
@b1e56df9ce6549f
@unlewis
@saintwalker98
@pamcurtis4210
@rolandsmartin
@henjoeschmoe
@amadii
@aworldoutofmind
@teddyshouse2ii
@mvbrat91

Top Tweeters in G2:
@pulpnews
@robinsnewswire
@wloyisplaying
@robinsportsnews
@usrealitycheck
@chikahisos
@bryan700
@aardvarkwizard
@metrofla
@ms_kushington

Top Tweeters in G3:
@chipotletweets
@thehill
@walmart
@discoverself
@mikihope
@9news
@kaffe_takk
@p1z4t
@missinglynxx
@stevijopayne

Top Tweeters in G4:
@thenickybands
@_lilonnee
@milesbeatlesfan
@pllvampfan
@inurabgdreamz
@emeeziee
@abgtkttn
@jamierhianon
@gkaurxo
@whoisjjcarr

Top Tweeters in G5:
@swissbusiness
@twoshotgurl
@baddersfreak
@followyouswap
@alexa_lionheart
@mattyprovost
@tangocto
@bestsweeps
@sirpotatoduck
@mriik_o_matik

Top Tweeters in G6:
@drofdem
@domenico1oo777
@andy_pm19
@pgagolfchat
@rodgervarley
@califquail1969
@exec_tours
@firstpostsports
@golfballfinder1
@foxbusiness

Top Tweeters in G7:
@1loriking
@thomasmarinojr
@blubdha
@mtnbvan
@news1130
@vanstreetdog
@louisa_faux
@dinipc
@kcorr54
@daveunger3

Top Tweeters in G8:
@carolmaewy
@fieryreddragon
@crystal4obama
@slthompson29
@nshrubs
@lacadri34
@marciw10
@thesydneya
@itsilverback
@sandhralee

Top Tweeters in G9:
@chris11962
@suescoby
@jamesrobinsjg01
@strictmachine
@quiltthewalls
@reputathebeauta
@pwrfulwmn
@amyinatlanta212
@cydnizoi
@kingminos777

Top Tweeters in G10:
@cgduck5
@drfessel
@salosso
@mkjkimk
@cfarivar
@pepeclinton
@lizzyclassical
@ernestfannin
@drsteveperry
@castlewalls2


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