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TraderJoes mask_2020-06-29_02-52-22.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
June 29, 2020
Short Description:
TraderJoes mask via NodeXL https://bit.ly/3i9Grm5
@steverustad1
@ejolaines
@carlonews8
@tjoes_official
@bertham45304417
@officialnoho
@susiefierce
@rok_phish
@bigbluewaveusa
@kyleand49175993

Top hashtags:
#traderjoes
#covid19
#northhollywood
#karensgonewild
#karen

Description:
Description
The graph represents a network of 1,427 Twitter users whose recent tweets contained "TraderJoes mask", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 29 June 2020 at 09:52 UTC.

The tweets in the network were tweeted over the 8-day, 10-hour, 15-minute period from Saturday, 20 June 2020 at 20:16 UTC to Monday, 29 June 2020 at 06:32 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 : 1427
Unique Edges : 1596
Edges With Duplicates : 103
Total Edges : 1699
Number of Edge Types : 5
Retweet : 1164
Mentions : 82
Replies to : 146
Tweet : 163
MentionsInRetweet : 144
Self-Loops : 175
Reciprocated Vertex Pair Ratio : 0.000677506775067751
Reciprocated Edge Ratio : 0.001354096140826
Connected Components : 173
Single-Vertex Connected Components : 113
Maximum Vertices in a Connected Component : 1135
Maximum Edges in a Connected Component : 1409
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.889799
Graph Density : 0.00072583347994154
Modularity : 0.708723
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,427 Twitter users whose recent tweets contained "TraderJoes mask", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 29 June 2020 at 09:52 UTC.

The tweets in the network were tweeted over the 8-day, 10-hour, 15-minute period from Saturday, 20 June 2020 at 20:16 UTC to Monday, 29 June 2020 at 06:32 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 : TwitterSearch
Graph Term : TraderJoes mask
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:
[10] https://twitter.com/rexchapman/status/1276882898730323968
[7] https://twitter.com/RexChapman/status/1276882898730323968
[5] https://twitter.com/gryking/status/1276733102623199232
[5] https://twitter.com/DARollins/status/1276866934714388483
[4] https://www.usatoday.com/story/money/2020/06/27/mask-requirement-trader-joes-viral-twitter-video/3271625001/
[4] https://twitter.com/darollins/status/1276866934714388483
[3] https://twitter.com/joshuapotash/status/1276903675428995075
[3] https://www.youtube.com/watch?v=UobthRXHNIs&feature=youtu.be

[3] https://twitter.com/JoshuaPotash/status/1276903675428995075
[2] https://twitter.com/mursewordsworth/status/1276799020673888258

Top URLs in Tweet in G2:
[7] https://twitter.com/rexchapman/status/1276882898730323968
[5] https://twitter.com/RexChapman/status/1276882898730323968
[4] https://twitter.com/gryking/status/1276733102623199232
[4] https://twitter.com/DARollins/status/1276866934714388483
[3] https://twitter.com/darollins/status/1276866934714388483
[3] https://twitter.com/JoshuaPotash/status/1276903675428995075
[3] https://www.usatoday.com/story/money/2020/06/27/mask-requirement-trader-joes-viral-twitter-video/3271625001/
[2] https://twitter.com/joshuapotash/status/1276903675428995075
[2] https://www.tmz.com/2020/06/27/trader-joes-customer-goes-nuts-over-face-masks/
[1] https://www.instagram.com/p/CBty5DwpMlW/?igshid=ic0f4jzydfn5

Top URLs in Tweet in G3:
[1] https://twitter.com/RoK_phish/status/1276881549825380354
[1] https://twitter.com/YaloKatz/status/1273783205624115200
[1] https://twitter.com/TMZ/status/1276902114485133312

Top URLs in Tweet in G4:
[1] https://twitter.com/borzou/status/1276882879318982656

Top URLs in Tweet in G6:
[1] https://www.gofundme.com/f/savenohotheatres

Top URLs in Tweet in G7:
[1] https://twitter.com/LeighNYC_Laura/status/1276993716260089863?s=20
[1] https://twitter.com/LeighNYC_Laura/status/1276996361775349760?s=20
[1] https://twitter.com/1EntreProNegro/status/1276902303904272384?s=20
[1] https://www.traderjoes.com/announcement/coronavirus-update-how-trader-joes-is-caring-for-crew-members-and-customers

Top URLs in Tweet in G8:
[1] https://abc7.com/trader-joes-north-hollywood-face-mask-outburst/6275950/
[1] https://twitter.com/TMZ/status/1276902114485133312

Top URLs in Tweet in G9:
[2] https://folu.me/post/albo-d-darjf/top-stories/2020/06/27/furious-woman-screeches-fcking-pigs-after-being-told-to-wear-mask-at-shop

Top Domains
Top Domains in Tweet in Entire Graph:
[88] twitter.com
[10] youtube.com
[5] usatoday.com
[3] instagram.com
[2] tmz.com
[2] folu.me
[2] co.uk
[2] squareup.com
[1] wesh.com
[1] abc7.com

Top Domains in Tweet in G2:
[49] twitter.com
[4] usatoday.com
[3] instagram.com
[3] youtube.com
[2] tmz.com
[1] apple.news
[1] facebook.com
[1] wesh.com

Top Domains in Tweet in G3:
[3] twitter.com

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

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

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

Top Domains in Tweet in G8:
[1] abc7.com
[1] twitter.com

Top Domains in Tweet in G9:
[2] folu.me

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[601] traderjoes
[79] covid19
[76] northhollywood
[71] karensgonewild
[65] karen
[58] california
[40] traderjoeskaren
[24] covidiots
[23] noho
[22] wearamask



Top Hashtags in Tweet in G1:
[1] karensgonewild
[1] traderjoes
[1] riptrump
[1] traitortrump
[1] bountygate

Top Hashtags in Tweet in G2:
[105] traderjoes
[18] karen
[18] karensgonewild
[13] covid19
[9] wearamask
[8] mask
[8] northhollywood
[7] wearadamnmask
[6] coronavirus
[5] pandemic

Top Hashtags in Tweet in G3:
[116] traderjoes
[32] karen
[12] karensgonewild
[4] northhollywoodkaren
[2] northhollywood
[2] traderjoeskaren
[1] karensgoingwild
[1] karens
[1] mask
[1] hollywood

Top Hashtags in Tweet in G4:
[80] traderjoes
[2] karensgonewild
[1] traderjoeskaren
[1] ihaveabreathingproblem
[1] entitlement

Top Hashtags in Tweet in G5:
[53] traderjoes
[53] covid19
[53] california
[1] coronavirus

Top Hashtags in Tweet in G6:
[58] northhollywood
[58] traderjoes
[14] noho
[3] music
[1] covid19
[1] wearamask

Top Hashtags in Tweet in G7:
[22] karensgonewild
[14] traderjoes
[3] karenstrikesagain
[3] traderjoeskaren
[2] karen
[2] wearamask
[1] traderjoekarens
[1] karenoftheday
[1] masks4all
[1] maskssavelives

Top Hashtags in Tweet in G8:
[24] traderjoes
[7] wearamask
[6] karensgonewild
[6] sandrellazadikian
[5] facemask
[4] northhollywood
[4] sandrella
[4] wearadamnmask
[3] covididiots
[3] karen

Top Hashtags in Tweet in G9:
[15] traderjoes
[14] traderjoeskaren
[2] traderjoecovidkaren
[2] traderjoekaren
[2] traderjoe
[1] northhollywood

Top Hashtags in Tweet in G10:
[20] traderjoes

Top Words
Top Words in Tweet in Entire Graph:
[1482] mask
[1404] #traderjoes
[1076] wear
[812] #karensgonewild
[750] pandemic
[723] shut
[723] having
[708] copd
[707] year
[705] old

Top Words in Tweet in G1:
[691] shut
[691] hell
[691] wear
[691] mask
[691] maga's
[691] worst
[691] pandemic
[691] century
[691] having
[691] trouble

Top Words in Tweet in G2:
[119] mask
[105] #traderjoes
[44] wear
[30] wearing
[27] karen
[22] breathing
[18] #karen
[18] #karensgonewild
[17] people
[17] problem

Top Words in Tweet in G3:
[156] mask
[144] #traderjoes
[67] shop
[63] masks
[60] shirt
[57] karens
[55] tjoes_official
[54] kudos
[54] shoes
[54] service

Top Words in Tweet in G4:
[86] mask
[83] #traderjoes
[78] north
[78] hollywood
[76] thing
[76] strikes
[76] video
[76] absolute
[76] entitled
[76] rage

Top Words in Tweet in G5:
[106] another
[54] wear
[54] mask
[54] #traderjoes
[53] day
[53] karen
[53] won
[53] #covid19
[53] case
[53] skyrocketing

Top Words in Tweet in G6:
[94] wear
[94] mask
[58] #northhollywood
[58] trending
[58] #traderjoes
[50] highest
[44] livelihoods
[38] longer
[36] unfortunately
[36] woman

Top Words in Tweet in G7:
[51] mask
[47] #traderjoes
[38] #karensgonewild
[35] karens
[29] ananavarro
[28] #traderjoeskaren
[27] wear
[27] #karenstrikesagain
[19] rexchapman
[19] trader

Top Words in Tweet in G8:
[33] #traderjoes
[32] mask
[23] trader
[18] store
[15] joe's
[14] wear
[11] davenewworld_2
[11] #northhollywood
[9] please
[9] woman

Top Words in Tweet in G9:
[24] #traderjoes
[22] banned
[22] #traderjoeskaren
[22] mask
[18] don
[11] libsinamerica
[11] mattstratton
[11] renato_mariotti
[11] trending
[11] stores

Top Words in Tweet in G10:
[20] angry
[20] wearing
[20] mask
[20] bebe
[20] shirt
[20] 1996
[20] #traderjoes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1021] wear,mask
[731] #karensgonewild,#traderjoes
[704] year,old
[701] shut,hell
[701] hell,wear
[701] mask,maga's
[701] maga's,worst
[701] worst,pandemic
[701] pandemic,century
[701] century,having

Top Word Pairs in Tweet in G1:
[691] shut,hell
[691] hell,wear
[691] wear,mask
[691] mask,maga's
[691] maga's,worst
[691] worst,pandemic
[691] pandemic,century
[691] century,having
[691] having,trouble
[691] trouble,understanding

Top Word Pairs in Tweet in G2:
[34] wear,mask
[23] wearing,mask
[13] breathing,problem
[10] mask,#traderjoes
[7] #traderjoes,#karen
[7] #traderjoes,#karensgonewild
[6] trader,joe
[5] trader,joe's
[5] mask,wearing
[5] damn,mask

Top Word Pairs in Tweet in G3:
[54] kudos,tjoes_official
[54] tjoes_official,shirt
[54] shirt,shoes
[54] shoes,mask
[54] mask,service
[54] service,karens
[54] karens,#traderjoes
[54] #traderjoes,shop
[54] shop,anywhere
[54] anywhere,enforce

Top Word Pairs in Tweet in G4:
[78] #traderjoes,north
[78] north,hollywood
[76] thing,strikes
[76] strikes,#traderjoes
[76] hollywood,mask
[76] mask,video
[76] video,absolute
[76] absolute,entitled
[76] entitled,rage
[76] rage,woman

Top Word Pairs in Tweet in G5:
[54] wear,mask
[53] another,day
[53] day,another
[53] another,karen
[53] karen,won
[53] won,wear
[53] mask,#traderjoes
[53] #traderjoes,#covid19
[53] #covid19,case
[53] case,skyrocketing

Top Word Pairs in Tweet in G6:
[94] wear,mask
[58] #northhollywood,trending
[36] unfortunately,#northhollywood
[36] trending,woman
[36] woman,refusing
[36] refusing,wear
[36] mask,#traderjoes
[36] #traderjoes,neighborhood
[36] neighborhood,highest
[36] highest,#covid19

Top Word Pairs in Tweet in G7:
[26] wear,mask
[19] #traderjoes,#traderjoeskaren
[18] ananavarro,karens
[18] karens,over
[18] over,usa
[18] usa,wear
[18] mask,#karensgonewild
[18] #karensgonewild,#karenstrikesagain
[18] #karenstrikesagain,#karenoftheday
[18] #karenoftheday,#traderjoes

Top Word Pairs in Tweet in G8:
[15] trader,joe's
[12] wear,mask
[9] #traderjoes,#northhollywood
[8] davenewworld_2,trader
[8] trader,joe
[8] joe,please
[8] please,release
[8] release,store
[8] store,video
[8] video,footage

Top Word Pairs in Tweet in G9:
[11] libsinamerica,mattstratton
[11] mattstratton,renato_mariotti
[11] renato_mariotti,banned
[11] banned,#traderjoes
[11] #traderjoes,trending
[11] trending,#traderjoeskaren
[11] #traderjoeskaren,stores
[11] stores,#northhollywood
[11] #northhollywood,banned
[11] banned,poster

Top Word Pairs in Tweet in G10:
[20] angry,wearing
[20] wearing,mask
[20] mask,bebe
[20] bebe,shirt
[20] shirt,1996
[20] 1996,#traderjoes

Top Replied-To
Top Replied-To in Entire Graph:
@ananavarro
@rexchapman
@libsinamerica
@itsrellzworld
@davenewworld_2
@tmz
@borzou
@eugenegu
@darollins
@jasonjwilde

Top Replied-To in G2:

Top Replied-To in G3:
@itsrellzworld
@gryking
@tjoes_official

Top Replied-To in G4:
@carlonews8

Top Replied-To in G7:
@ananavarro
@rexchapman
@tmz
@reclaimer_9

Top Replied-To in G8:
@davenewworld_2
@tmz
@borzou
@darollins
@prcgirl25
@rexchapman
@joshuaconkel
@howardwall

Top Replied-To in G9:
@libsinamerica
@kpisloved

Top Mentioned
Top Mentioned in Entire Graph:
@tjoes_official
@mrscarce
@mattstratton
@renato_mariotti
@cnn
@ac360
@chriscuomo
@davidgura
@msnbc

Top Mentioned in G2:

Top Mentioned in G3:
@tjoes_official
@ing

Top Mentioned in G4:
@traderjoeslist

Top Mentioned in G7:
@cnn
@ac360
@chriscuomo
@davidgura
@msnbc
@rexchapman

Top Mentioned in G8:
@davenewworld_2
@realdonaldtrump
@tmz
@ktla
@ktlamorningnews
@ludacris

Top Mentioned in G9:
@mattstratton
@renato_mariotti

Top Tweeters
Top Tweeters in Entire Graph:
@cagney1991
@1denmadrid
@dancas2
@truthglow
@dgendvil
@cindy_52s
@eykis
@wildwillow65
@windmillcharger
@dismisstrump

Top Tweeters in G1:
@cagney1991
@dancas2
@truthglow
@cindy_52s
@eykis
@wildwillow65
@windmillcharger
@cblazblaz
@kerirn
@jentromans

Top Tweeters in G2:
@nancywonderful
@2cents4change
@activistbowen2
@totallysamsays
@cookiesinheaven
@madamprez328
@tfinefine
@newzjunkie_
@thomasgouard
@itsbklynjones

Top Tweeters in G3:
@dgendvil
@laydenrobinson
@kavalonthatsme
@gryking
@dbchirpy
@notacquiescing
@purrmonsta
@netdog713
@susiefierce
@o_moh9

Top Tweeters in G4:
@jjaazzee1
@barbb0925
@wcaddict
@livinglifeova
@soapdemon34
@mrinternationl
@hydeblizzardbox
@jorjadavis
@slappy_san
@cooperchip1

Top Tweeters in G5:
@dsochoa
@paulhaider74
@tamiguitar
@naattuvarthakal
@benniewiley
@djama18291981
@pumabare
@venompit360
@vic_stone1
@backyardsage

Top Tweeters in G6:
@karoli
@artallks
@gordsuk
@rvngrammy
@dvinmsm
@alexisadkins
@tikisrose
@dat1kidwayne
@twilou200
@socalmom

Top Tweeters in G7:
@electricboyo
@cnn
@msnbc
@chriscuomo
@rexchapman
@ac360
@womenfest
@scasper1344
@leighnyc_laura
@ananavarro

Top Tweeters in G8:
@tmz
@edeywbr
@ktla
@2b_painfree
@kathybrownkathy
@sineadrousse
@the_unachiever
@ktlamorningnews
@darrylw71
@cara_angelic

Top Tweeters in G9:
@jadejensen29
@rlas19
@libsinamerica
@mjedlicka
@verodago
@moonstarsunite
@wandar1of5
@dellagal
@mattstratton
@rsprags

Top Tweeters in G10:
@fwash222
@paulahemlock
@tv_funny13
@studiocatch
@angelicayvette
@freyaofasgard7
@sancorn
@gigilevangie
@someonewhoisnti
@nickkburris