#FlattenTheCurve, Twitter, 1/1/2022 10:08:34 PM, 269322


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#FlattenTheCurve_2022-01-01_01-30-01.xlsx
#FlattenTheCurve_2022-01-01_01-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 01, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3zkyNyf
@karl_lauterbach
@viralvideovlogs
@this0499154500
@stlouislung
@melissafoersch1
@isolationbot
@joelfrominwood
@vorsitzendernav
@bergheimjeff
@drkysr

Top hashtags:
#flattenthecurve
#covid19
#wearamask
#omikron

Description:
Description
The graph represents a network of 1,959 Twitter users whose tweets in the requested range contained "#FlattenTheCurve", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 01 January 2022 at 09:32 UTC.

The requested start date was Saturday, 01 January 2022 at 01:01 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, 11-hour, 12-minute period from Saturday, 18 December 2021 at 01:07 UTC to Friday, 31 December 2021 at 12:19 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 : 1959
Unique Edges : 1077
Edges With Duplicates : 3245
Total Edges : 4322
Number of Edge Types : 5
Mentions : 822
Retweet : 1136
MentionsInRetweet : 1372
Tweet : 742
Replies to : 250
Self-Loops : 753
Reciprocated Vertex Pair Ratio : 0.00937672366243795
Reciprocated Edge Ratio : 0.0185792349726776
Connected Components : 447
Single-Vertex Connected Components : 212
Maximum Vertices in a Connected Component : 903
Maximum Edges in a Connected Component : 2653
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.28858
Graph Density : 0.000477094012548355
Modularity : 0.443384
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,959 Twitter users whose tweets in the requested range contained "#FlattenTheCurve", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 01 January 2022 at 09:32 UTC.

The requested start date was Saturday, 01 January 2022 at 01:01 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, 11-hour, 12-minute period from Saturday, 18 December 2021 at 01:07 UTC to Friday, 31 December 2021 at 12:19 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 : #FlattenTheCurve
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:
[8] https://www.twitch.tv/nezuryu
[5] https://www.bbc.com/news/science-environment-59775105
[4] https://www.instagram.com/accounts/login/
[4] https://t.me/Sanipass19
[3] https://twitter.com/thejuicemedia/status/1457223112743739393?t=_ogj-uK2ImhPbDbGhAGFcg&s=09
[2] https://slate.com/business/2020/03/democrats-republicans-coronavirus-trump.html
[2] https://abc13.com/politics/texas-bans-all-dine-in-restaurants-and-bars-as-part-of-order/6026217/
[2] https://open.spotify.com/track/5d6Z8HyGn8BFiScKlX3xta?si=iZ8r1kOhTNKse0kNTzIiOg&utm_source=copy-link
[2] https://twitter.com/thejuicemedia/status/1457223112743739393?t=BXrjyICrLsphqmSlXAf3KQ&s=09
[2] https://english.elpais.com/society/2020-10-28/a-room-a-bar-and-a-class-how-the-coronavirus-is-spread-through-the-air.html?ssm=TW_CC

Top URLs in Tweet in G1:
[4] https://t.me/Sanipass19
[3] https://www.instagram.com/accounts/login/
[2] https://www.youtube.com/watch?v=W9Qs3W-Lg8A

[2] https://www.egmontinstitute.be/publications/
[2] https://twitter.com/MarcoBuschmann/status/1473623618152185859
[2] https://www.youtube.com/watch?v=mPwZk1SV6Rg&feature=youtu.be

[1] https://twitter.com/DrKateJMiller/status/1471905172922241028
[1] https://twitter.com/MaggieEThornton/status/1471971845176016902
[1] https://twitter.com/TweetsByDre88/status/1472226598627721221
[1] https://twitter.com/hhoeppe/status/1472193256544997376

Top URLs in Tweet in G2:
[1] https://twitter.com/StLouisLung/status/1473883444371464195

Top URLs in Tweet in G3:
[1] https://twitter.com/fleischmannra/status/1473623227784126472
[1] https://www.news4teachers.de/2021/11/mehr-schutz-das-rki-spricht-sich-gegen-einen-durchseuchungskurs-gegenueber-kita-kindern-und-schuelern-aus/

Top URLs in Tweet in G4:
[1] https://twitter.com/Redsoxma/status/1475754019998023685
[1] https://twitter.com/meenamil/status/1476729774596841475
[1] https://www.change.org/p/stop-covid-spread-in-nyc-schools?recruiter=436238&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=share_petition&recruited_by_id=013072f0-bfa1-012f-632a-4040acce234c&share_bandit_exp=initial-31784140-en-US
[1] https://twitter.com/JohnBerman/status/1473660407026008069
[1] https://twitter.com/bnodesk/status/1472667941829283847
[1] https://www.ny1noticias.com/nyc/noticias/noticias/2021/12/21/exigen-maestros-tener-clases-remotas-ante-crisis-de-omicron
[1] https://twitter.com/AnthonyBNYC/status/1472193651950428162

Top URLs in Tweet in G5:
[2] https://open.spotify.com/track/5d6Z8HyGn8BFiScKlX3xta?si=iZ8r1kOhTNKse0kNTzIiOg&utm_source=copy-link
[2] https://www.n-tv.de/politik/Montgomery-fordert-haerteren-Lockdown-article23012713.html
[1] https://twitter.com/florian_lahner/status/1476262604800679938
[1] https://twitter.com/DrEricDing/status/1473769670863949825
[1] https://twitter.com/EckerleIsabella/status/1472174576838885387
[1] https://twitter.com/DrCWerner/status/1472608628783861763
[1] https://twitter.com/florian_krammer/status/1473926925185912832
[1] https://twitter.com/JohannesAbbas/status/1473923518756790277
[1] https://twitter.com/janoschdahmen/status/1473227510016008198
[1] https://twitter.com/louis1221566679/status/1472943612887539719

Top URLs in Tweet in G8:
[2] https://www.zdf.de/gesellschaft/markus-lanz/markus-lanz-vom-27-juli-2021-100.html
[2] https://english.elpais.com/society/2020-10-28/a-room-a-bar-and-a-class-how-the-coronavirus-is-spread-through-the-air.html?ssm=TW_CC
[1] https://coronavirus.health.ny.gov/positive-tests-over-time-region-and-county
[1] https://twitter.com/DrEricDing/status/1474320350267809792
[1] https://twitter.com/JenniferJJacobs/status/1473331917714071554
[1] https://twitter.com/kolseb/status/1472670157935976456

Top URLs in Tweet in G9:
[1] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fwissen%2F2021-12%2Fomikron-welle-corona-deutschland-daenemark

Top URLs in Tweet in G10:
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-03495-2
[1] https://www.researchsquare.com/article/rs-1139035/v1
[1] https://finance.yahoo.com/news/long-covid-patients-doctors-america-172004184.html
[1] https://twitter.com/neuro24de/status/1474435482125844487

Top Domains
Top Domains in Tweet in Entire Graph:
[139] twitter.com
[24] youtube.com
[18] swarmapp.com
[11] scitechdaily.com
[8] twitch.tv
[5] bbc.com
[5] instagram.com
[4] wordpress.com
[4] t.me
[3] n-tv.de

Top Domains in Tweet in G1:
[62] twitter.com
[18] swarmapp.com
[5] youtube.com
[4] instagram.com
[4] t.me
[4] wordpress.com
[2] egmontinstitute.be
[2] onlinehomeestimate.com
[2] washingtonpost.com
[1] nu.nl

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[1] twitter.com
[1] news4teachers.de

Top Domains in Tweet in G4:
[5] twitter.com
[1] change.org
[1] ny1noticias.com

Top Domains in Tweet in G5:
[12] twitter.com
[2] spotify.com
[2] n-tv.de

Top Domains in Tweet in G8:
[3] twitter.com
[2] zdf.de
[2] elpais.com
[1] ny.gov

Top Domains in Tweet in G9:
[1] zeit.de

Top Domains in Tweet in G10:
[2] nature.com
[1] researchsquare.com
[1] yahoo.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1582] flattenthecurve
[307] covid19
[258] wearamask
[235] omikron
[230] togetherwecan
[141] leralla
[135] nagalandagainstcovid
[113] nagaland
[96] becovidwise
[90] neuinfektionen



Top Hashtags in Tweet in G1:
[268] flattenthecurve
[38] covid19
[22] omicron
[17] stayhome
[17] staynotathome
[15] wirbleibennichtmehrzuhause
[14] stayathome
[12] coronavirus
[11] stopthespread
[10] covid

Top Hashtags in Tweet in G2:
[7] flattenthecurve
[2] wethepeople
[1] lockdown
[1] tokeepthehospitalsopen
[1] omicron
[1] stayhome
[1] staysafe
[1] staysafestayhealthy
[1] covid

Top Hashtags in Tweet in G3:
[91] omikron
[84] neuinfektionen
[26] flattenthecurve
[9] lockdown
[9] stayathomeforme
[9] herzkrankekinder
[7] dankewieler
[2] durchseuchung
[2] stayathome
[1] impfpflicht

Top Hashtags in Tweet in G4:
[38] flattenthecurve
[20] stopthespread
[4] covid19
[4] remoteoptionnow
[4] healthjustice
[2] protectthekids
[2] safetyfirst
[2] socialdistancing
[2] getvaccinated
[2] psyops

Top Hashtags in Tweet in G5:
[63] flattenthecurve
[12] omikron
[11] stayhome
[5] expertenrat
[5] staysafe
[2] impfen
[2] lockdown
[2] ahal
[2] mutationen
[2] neuinfektionen

Top Hashtags in Tweet in G6:
[81] omikron
[78] impfen
[3] neuinfektionen
[1] maskenpflicht
[1] flattenthecurve
[1] impfenschuetzt
[1] impfung
[1] impfenrettetleben

Top Hashtags in Tweet in G7:
[56] flattenthecurve
[45] bettertogether
[41] wearamask
[10] maskup
[10] getvaccinated
[9] roc

Top Hashtags in Tweet in G8:
[33] flattenthecurve
[5] lockdown
[3] covidhoax2021
[3] durfteleven
[3] vrijheid
[3] aerosolen
[3] covid19
[2] ffp2
[2] omicron
[2] covid19nl

Top Hashtags in Tweet in G9:
[15] flattenthecurve
[15] omikronvariante
[8] fünftewelle
[4] impfen
[2] omikron
[2] stayathome
[2] maskeauf
[2] abstandhalten
[1] lockdownjetzt
[1] booster

Top Hashtags in Tweet in G10:
[29] flattenthecurve
[2] omikron
[2] infecttheolfactorynerve
[2] massdisablingevents
[2] longcovid
[1] impfen
[1] pasc
[1] schwereschuld
[1] neuinfektionen

Top Words
Top Words in Tweet in Entire Graph:
[1582] #flattenthecurve
[403] station
[362] die
[361] patient
[307] #covid19
[258] #wearamask
[238] 2021
[235] #omikron
[234] train
[230] #togetherwecan

Top Words in Tweet in G1:
[268] #flattenthecurve
[38] #covid19
[32] die
[27] zwerenberg
[22] stay
[22] #omicron
[17] #stayhome
[17] #staynotathome
[15] #wirbleibennichtmehrzuhause
[14] weeks

Top Words in Tweet in G2:
[354] patient
[178] hospital
[178] waiting
[177] dies
[177] tonight
[177] appropriate
[177] bed
[177] particular
[177] situation
[176] stlouislung

Top Words in Tweet in G3:
[93] die
[91] #omikron
[91] bergheimjeff
[90] weil
[86] mal
[84] glaubt
[84] hohe
[84] zahl
[84] #neuinfektionen
[84] gut

Top Words in Tweet in G4:
[57] testing
[42] doechancellor
[38] #flattenthecurve
[33] positive
[31] 2nd
[30] today
[30] covered
[30] coworkers
[30] period
[30] merging

Top Words in Tweet in G5:
[63] #flattenthecurve
[30] die
[29] karl_lauterbach
[14] mal
[13] stephie_hh
[13] wdraktuell
[12] #omikron
[11] man
[11] während
[11] viele

Top Words in Tweet in G6:
[81] #omikron
[78] heute
[78] heißt
[78] wieder
[78] impfen
[78] #impfen
[78] praxis
[78] gestern
[78] alle
[78] getesteten

Top Words in Tweet in G7:
[57] care
[57] around
[56] #flattenthecurve
[48] ur_med
[45] #bettertogether
[41] #wearamask
[41] show
[41] people
[29] wearing
[25] mask

Top Words in Tweet in G8:
[33] #flattenthecurve
[8] dagen
[8] zijn
[7] niet
[7] grafik
[7] sehe
[6] immer
[6] die
[6] rki_de
[6] mallorca_betlem

Top Words in Tweet in G9:
[45] nein
[44] die
[21] hhoeppe
[16] nocovid
[15] #flattenthecurve
[15] sylviageiger70
[15] doconco
[15] 3x
[15] meisten
[15] länder

Top Words in Tweet in G10:
[29] #flattenthecurve
[17] allowing
[17] hospitals
[17] overwhelmed
[17] making
[17] pandemic
[17] far
[17] deadlier
[16] denise_dewald
[14] fitterhappieraj

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[218] december,2021
[209] next,stopping
[209] stopping,station
[182] hospital,bed
[180] patient,dies
[180] dies,tonight
[180] tonight,waiting
[180] waiting,appropriate
[180] appropriate,hospital
[180] bed,particular

Top Word Pairs in Tweet in G1:
[19] #covid19,#flattenthecurve
[17] #flattenthecurve,#staynotathome
[15] #staynotathome,#wirbleibennichtmehrzuhause
[13] walking,runde
[13] runde,zwerenberg
[13] zwerenberg,schwarzwald
[13] schwarzwald,#flattenthecurve
[13] #wirbleibennichtmehrzuhause,zwerenberg
[13] cases,declined
[13] declined,stay

Top Word Pairs in Tweet in G2:
[177] patient,dies
[177] dies,tonight
[177] tonight,waiting
[177] waiting,appropriate
[177] appropriate,hospital
[177] hospital,bed
[177] bed,particular
[177] particular,situation
[177] situation,patient
[176] stlouislung,patient

Top Word Pairs in Tweet in G3:
[84] glaubt,hohe
[84] hohe,zahl
[84] zahl,#omikron
[84] #omikron,#neuinfektionen
[84] #neuinfektionen,gut
[84] gut,weil
[84] weil,die
[84] die,durchseuchung
[84] durchseuchung,schnell
[84] schnell,geht

Top Word Pairs in Tweet in G4:
[30] today,covered
[30] covered,coworkers
[30] coworkers,2nd
[30] 2nd,period
[30] period,merging
[30] merging,classes
[30] classes,again
[30] again,someone
[30] someone,office
[30] office,during

Top Word Pairs in Tweet in G5:
[13] stephie_hh,karl_lauterbach
[11] wdraktuell,während
[11] während,viele
[11] viele,andere
[11] andere,hause
[11] hause,geblieben
[11] geblieben,#flattenthecurve
[11] #flattenthecurve,#stayhome
[11] #stayhome,dazu
[10] killoyle,wdraktuell

Top Word Pairs in Tweet in G6:
[78] heute,heißt
[78] heißt,wieder
[78] wieder,impfen
[78] impfen,#impfen
[78] #impfen,praxis
[78] praxis,gestern
[78] gestern,alle
[78] alle,getesteten
[78] getesteten,positiv
[78] positiv,#omikron

Top Word Pairs in Tweet in G7:
[45] #bettertogether,#flattenthecurve
[41] #wearamask,show
[41] show,care
[41] care,people
[41] people,around
[41] around,#bettertogether
[40] ur_med,#wearamask
[25] wearing,mask
[16] mask,demonstrates
[16] demonstrates,care

Top Word Pairs in Tweet in G8:
[7] grafik,sehe
[7] sehe,#flattenthecurve
[6] mallorca_betlem,grafik
[4] vind,jij
[4] jij,ook
[4] ook,niet
[4] niet,dat
[4] dat,14
[4] 14,dagen
[4] dagen,durende

Top Word Pairs in Tweet in G9:
[30] nein,nein
[15] sylviageiger70,doconco
[15] doconco,nein
[15] nein,3x
[15] 3x,die
[15] die,meisten
[15] meisten,nocovid
[15] nocovid,länder
[15] länder,demokratien
[15] demokratien,westlichem

Top Word Pairs in Tweet in G10:
[17] allowing,hospitals
[17] hospitals,overwhelmed
[17] overwhelmed,making
[17] making,pandemic
[17] pandemic,far
[17] far,deadlier
[17] deadlier,#flattenthecurve
[16] denise_dewald,allowing
[8] herd,immunity
[7] mitote83,fitterhappieraj

Top Replied-To
Top Replied-To in Entire Graph:
@marcobuschmann
@nycmayor
@karl_lauterbach
@tagesschau
@dummdetektor
@vanessa_vash
@michaelemann
@billmckibben
@corneliabeeking
@spinfocl

Top Replied-To in G2:
@therealhoarse
@whitehouse
@cleavon_md

Top Replied-To in G3:
@marcobuschmann
@ultrakaerl
@commodus1
@travellmax

Top Replied-To in G4:
@nycmayor
@markpoloncarz
@aaiqbal
@mcdps08
@cnn
@robastorino
@ericadamsfornyc
@morecaucusuft

Top Replied-To in G5:
@karl_lauterbach
@corneliabeeking
@wdraktuell
@admiralkirk
@schwrzfwss
@robert83563198
@ndm66
@lisa_send
@olafscholz
@drtobiasbreyer

Top Replied-To in G8:
@tagesschau
@ritayaeli
@rki_de
@helenbranswell
@hugodejonge
@_j3lena_
@bmg_bund
@dfedervieh
@marcobuschmann
@berater_1

Top Replied-To in G9:
@julejopa
@sylviageiger70
@wielandrose
@12happy1256

Top Replied-To in G10:
@mitote83
@limits_stop
@patientwords

Top Mentioned
Top Mentioned in Entire Graph:
@stlouislung
@healthnagaland
@bergheimjeff
@mygovnagaland
@vorsitzendernav
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@ur_med
@pibkohima

Top Mentioned in G1:
@egmontinstitute
@blueeyedsailor
@drkaramba666
@hiroko_7788
@fritzlechnitz
@duanepaulmurph
@haquemarissa

Top Mentioned in G2:
@stlouislung
@joelfrominwood
@whitehouse

Top Mentioned in G3:
@bergheimjeff
@papab3ll3
@marcobuschmann
@ultrakaerl
@marsta72
@hhoeppe
@martina__schalu
@news4teachers
@ziegenwelt

Top Mentioned in G4:
@doechancellor
@joelfrominwood
@healthjustice2
@uft
@nychealthcommr
@nycmayor
@nycmayorsoffice
@govkathyhochul
@nycschools
@auradl2

Top Mentioned in G5:
@karl_lauterbach
@stephie_hh
@wdraktuell
@killoyle
@olafscholz
@hendrikwuest
@fdp
@miob1781
@fdpbt
@vorsitzendernav

Top Mentioned in G6:
@vorsitzendernav
@bergheimjeff

Top Mentioned in G7:
@ur_med
@highlandhosp
@urmedhomecare
@bobduffyroc
@countyexecbello
@monroehealth
@realmalikevans
@wegmans

Top Mentioned in G8:
@mallorca_betlem
@minpres
@rki_de
@ggdghornl
@who
@tijdvooreten
@c_drosten
@karl_lauterbach
@minvws
@hugodejonge

Top Mentioned in G9:
@hhoeppe
@doconco
@bakuninst
@sylviageiger70
@c_drosten
@vorsitzendernav
@dubeateo
@fraufuchs5
@wielandrose

Top Mentioned in G10:
@denise_dewald
@fitterhappieraj
@dyorsmathew
@mitote83
@limits_stop
@saupreissdaniel
@vorsitzendernav
@bakuninst
@sylviageiger70
@doconco

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@pparzival
@andreasandy3131
@viralvideovlogs
@lizditz
@lehimesa
@katcapps
@biofares
@jfsebastian146
@theresamax

Top Tweeters in G1:
@defiantbaptist
@dsquared75
@cpvdar23
@ahab99
@hiroko_7788
@duanepaulmurph
@haquemarissa
@valandir
@senfberg
@zibilith

Top Tweeters in G2:
@katcapps
@theresamax
@reneevoicebrand
@mdjacksondallas
@rolandsmartin
@lauriespoon
@fiyasturm
@garden4u_wa
@march4progress
@mcnejames

Top Tweeters in G3:
@martingaedt
@die_primel
@new_joerg
@_gemischtwaren
@caevye
@lilaemma5
@profe_quiroga
@kari57453570
@len_1977
@holgergelhausen

Top Tweeters in G4:
@lehimesa
@democrat4us
@cnn
@ozziearaujo
@getupstandup2
@pedroiafan
@somedaygirl
@tangerine13
@ndudley1
@nychealthsystem

Top Tweeters in G5:
@detemple
@sz
@die_socke
@wdraktuell
@stephie_hh
@xouryx
@einfachfreddy
@spdde
@19insomnia82
@hanshartz3

Top Tweeters in G6:
@tmo_wizard
@saltytrees
@eriksonsanne
@tre_bol
@cnikolajew
@rednermacherin
@th61
@madiemousie
@keabird
@carolinenordhe1

Top Tweeters in G7:
@wildeoscarcat
@greenpeaches2
@thunderheadfan
@davebedore1
@edutinker
@steinrich
@wegmans
@tbwonline
@get_shortened
@pete_burdon

Top Tweeters in G8:
@tagesschau
@tijdvooreten
@huttetomdie
@ramesh13145522
@kippelsnicole
@who
@_j3lena_
@helenbranswell
@elpaisinenglish
@itschi1

Top Tweeters in G9:
@andreasandy3131
@dubeateo
@mertinsk
@andrejaenisch
@energisch_
@printi71
@ernstvall
@alexbonness
@flohchen_19
@risikos21

Top Tweeters in G10:
@inforenique
@yeswombat
@reneearnett
@noahtzedek
@muimui2010
@jennarraway
@gvg1
@stina2312
@pennie_reese
@vet_dot


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