#FlattenTheCurve, Twitter, 4/21/2021 8:13:56 PM, 253280


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#FlattenTheCurve_2021-04-21_01-04-01.xlsx
#FlattenTheCurve_2021-04-21_01-04-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2RVI8en
@nataliegrams
@albertoemachado
@ckemfert
@peter_simone
@fede_254
@amref_kenya
@yednetworkke
@killoyle
@patriciakombo
@gtlem

Top hashtags:
#flattenthecurve
#inzidenz200
#wearamask
#covid19
#pienaarspoort
#leralla

Description:
Description
The graph represents a network of 3,116 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 Wednesday, 21 April 2021 at 08:06 UTC.

The requested start date was Wednesday, 21 April 2021 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, 12-hour, 14-minute period from Wednesday, 07 April 2021 at 01:18 UTC to Tuesday, 20 April 2021 at 13:33 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 : 3116
Unique Edges : 1317
Edges With Duplicates : 6147
Total Edges : 7464
Number of Edge Types : 5
Mentions : 729
Retweet : 2240
MentionsInRetweet : 2683
Tweet : 1582
Replies to : 230
Self-Loops : 1609
Reciprocated Vertex Pair Ratio : 0.00884955752212389
Reciprocated Edge Ratio : 0.0175438596491228
Connected Components : 574
Single-Vertex Connected Components : 307
Maximum Vertices in a Connected Component : 1785
Maximum Edges in a Connected Component : 4526
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.913591
Graph Density : 0.000317112320400893
Modularity : 0.411361
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,116 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 Wednesday, 21 April 2021 at 08:06 UTC.

The requested start date was Wednesday, 21 April 2021 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, 12-hour, 14-minute period from Wednesday, 07 April 2021 at 01:18 UTC to Tuesday, 20 April 2021 at 13:33 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:
[17] https://www.openpetition.de/petition/online/wir-fordern-einen-strikten-lockdown-gegen-die-dritte-welle-jetzt
[11] https://www.instagram.com/accounts/login/
[10] https://www.justgiving.com/crowdfunding/blakes-gone-bust
[6] https://thermogate.net/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252618
[5] https://www.twitch.tv/nezuryu
[5] http://2.PAY
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252430
[4] https://www.radioafm.nl/
[4] https://www.rcdhu.com/novel-coronavirus-covid-19-2/

Top URLs in Tweet in G1:
[1] https://twitter.com/Stadt_Chemnitz/status/1382684677476130819

Top URLs in Tweet in G2:
[9] https://www.instagram.com/accounts/login/
[6] https://thermogate.net/
[2] https://twitter.com/epdevilla/status/1380906589020897286
[2] https://www.easylivingfl.com/mental-health-covid-19/
[2] https://www.easylivingfl.com/wellness-check-aging-parents
[2] https://www.egmontinstitute.be/topics/
[2] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[2] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[2] https://www.mercerbradley.com/accounting-finance-staffing/
[2] https://linktr.ee/sliekerfilm

Top URLs in Tweet in G3:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252618
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251969
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252430
[2] https://twitter.com/Amref_Kenya/status/1379074559362613256
[2] https://twitter.com/Amref_Kenya/status/1377876052249346051
[1] https://newsroom.amref.org/news/2021/04/kenya-motorists-flouting-night-curfew-in-nairobi-forced-to-stay-on-the-road-until-midnight/
[1] https://twitter.com/YEDNetworkKe/status/1384374091520614405
[1] https://twitter.com/Amref_Worldwide/status/1384131383270862851
[1] https://twitter.com/Amref_Worldwide/status/1382559309175914500
[1] https://twitter.com/CHReaDKenya/status/1384021441729818627

Top URLs in Tweet in G4:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252794
[1] https://www.riffreporter.de/de/umwelt/co2-kohlendioxid-klima-klimakrise-neuer-rekord
[1] https://twitter.com/MelanieBergma18/status/1253559898648035329
[1] https://twitter.com/CKemfert/status/1381165844319850498

Top URLs in Tweet in G5:
[2] https://twitter.com/rnseba/status/1380993951415537664
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252430
[1] https://twitter.com/sasmar/status/1380976718387773441?s=20
[1] https://twitter.com/SAARTEXT/status/1379833204832632841?s=20
[1] https://twitter.com/SAARTEXT/status/1380137608030863367
[1] https://twitter.com/saartext/status/1380913485073252354
[1] https://twitter.com/MSGFF_SL/status/1381270627408044041
[1] https://twitter.com/szaktuell/status/1381291714518913029
[1] https://twitter.com/SAARTEXT/status/1381928411757694986
[1] https://twitter.com/wdraktuell/status/1382042878399090690

Top URLs in Tweet in G6:
[17] https://www.openpetition.de/petition/online/wir-fordern-einen-strikten-lockdown-gegen-die-dritte-welle-jetzt
[1] https://twitter.com/schokomint/status/1383818864501215237
[1] https://twitter.com/arminlaschet/status/1380252152673804293
[1] https://twitter.com/risklayer/status/1381223951657996293
[1] https://twitter.com/BMJV_Bund/status/1380488664606724100
[1] https://twitter.com/SAARTEXT/status/1382018000484757506
[1] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G7:
[1] https://twitter.com/CDU/status/1383732477148110855
[1] https://twitter.com/ARD_BaB/status/1382013706767368193
[1] https://twitter.com/andreas_spr/status/1382949626035191808

Top URLs in Tweet in G8:
[1] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/latest-travel-health-advice.html#f

Top URLs in Tweet in G9:
[3] https://www.coviz.org/e2b/2021-04-07/
[3] https://www.coviz.org/e2b/2021-04-17/
[2] https://www.coviz.org/e2b/2021-04-15/
[2] https://www.coviz.org/e2b/2021-04-18/
[2] https://www.coviz.org/e2b/2021-04-10/
[2] https://www.coviz.org/e2b/2021-04-12/
[2] https://www.coviz.org/e2b/2021-04-13/
[2] https://www.coviz.org/e2b/2021-04-14/
[2] https://www.coviz.org/e2b/2021-04-08/
[1] https://www.coviz.org/e2b/2021-04-20/

Top Domains
Top Domains in Tweet in Entire Graph:
[197] twitter.com
[32] coviz.org
[21] nodexlgraphgallery.org
[21] swarmapp.com
[18] instagram.com
[17] openpetition.de
[16] google.com
[12] youtube.com
[10] justgiving.com
[9] facebook.com

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

Top Domains in Tweet in G2:
[97] twitter.com
[21] swarmapp.com
[15] google.com
[15] instagram.com
[7] facebook.com
[6] thermogate.net
[4] easylivingfl.com
[4] mercerbradley.com
[3] egmontinstitute.be
[2] orbhealth.com

Top Domains in Tweet in G3:
[17] nodexlgraphgallery.org
[11] twitter.com
[1] amref.org

Top Domains in Tweet in G4:
[2] twitter.com
[1] nodexlgraphgallery.org
[1] riffreporter.de

Top Domains in Tweet in G5:
[13] twitter.com
[3] nodexlgraphgallery.org
[1] linkedin.com

Top Domains in Tweet in G6:
[17] openpetition.de
[5] twitter.com
[1] instagram.com

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

Top Domains in Tweet in G8:
[1] canada.ca

Top Domains in Tweet in G9:
[32] coviz.org
[5] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3070] flattenthecurve
[845] inzidenz200
[606] wearamask
[458] covid19
[179] pienaarspoort
[176] leralla
[160] stayhome
[152] saulsville
[138] washyourhands
[128] coronavirus



Top Hashtags in Tweet in G1:
[815] flattenthecurve
[798] inzidenz200
[2] mehralseinezahl
[2] yestonocovid
[1] nocovid
[1] inzidenz10
[1] flattentheearth
[1] merkelregime
[1] corona
[1] diktatur

Top Hashtags in Tweet in G2:
[469] flattenthecurve
[137] covid19
[63] washyourhands
[59] covid_19
[54] socialdistancing
[50] pandemic
[47] stayhome
[43] staysafe
[33] coronavirus
[32] wearamask

Top Hashtags in Tweet in G3:
[105] angamizacorona
[74] covid19
[68] flattenthecurve
[22] covid19pandemic
[21] wearamask
[16] staysafe
[12] stayhome
[9] covidー19
[6] washyourhands
[6] nodexl

Top Hashtags in Tweet in G4:
[26] flattenthecurve
[17] nocovid
[14] inzidenz200
[3] saarland
[2] klimaschutz
[2] klimakrise
[2] awis4future
[2] climatestrikeonline
[2] fighteverycrisis
[1] nodexl

Top Hashtags in Tweet in G5:
[55] saarland
[53] flattenthecurve
[21] test
[19] katastrophe
[14] inzidenz200
[7] sciencematters
[7] krisenmanagement
[7] stayathome
[7] wearamask
[7] washyourhands

Top Hashtags in Tweet in G6:
[56] flattenthecurve
[23] nocovid
[23] stayhome
[18] harterlockdownjetzt
[6] einkerzen
[5] schwereschuld
[5] kickcorona
[5] weiterdenkenselberhandeln
[4] gedenken
[4] lichtfenster

Top Hashtags in Tweet in G7:
[13] flattenthecurve
[9] union
[3] inzidenz200
[2] cdurausausderregierung
[2] noafd
[1] grundgesetz
[1] wissenschaftsleugnung
[1] plauen
[1] vogtland
[1] saarland

Top Hashtags in Tweet in G8:
[47] climatestrikeonline
[44] fridaysforfuture
[32] flattenthecurve
[21] climatestrike
[14] schoolstrike
[14] beyondrecovery
[12] climateaction
[11] saveourplanet
[11] saveamazoniaforest
[11] climatecrisis

Top Hashtags in Tweet in G9:
[70] covid19
[63] flattenthecurve
[33] coronavirus
[32] stayhome
[32] dataviz
[24] india
[21] datascience
[21] socialdistance
[21] coviz
[8] independence

Top Hashtags in Tweet in G10:
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[3069] #flattenthecurve
[1044] station
[953] die
[864] man
[853] nataliegrams
[853] jahr
[848] pandemie
[845] #inzidenz200
[837] nennen
[837] politikversagen

Top Words in Tweet in G1:
[815] #flattenthecurve
[807] nataliegrams
[799] man
[798] #inzidenz200
[798] jahr
[797] pandemie
[797] nennen
[797] politikversagen
[8] besonders
[8] bemerkenswert

Top Words in Tweet in G2:
[468] #flattenthecurve
[137] #covid19
[63] #washyourhands
[59] #covid_19
[54] #socialdistancing
[51] die
[50] #pandemic
[47] #stayhome
[43] #staysafe
[33] home

Top Words in Tweet in G3:
[122] yednetworkke
[105] #angamizacorona
[92] correctly
[91] role
[91] play
[91] best
[89] #
[88] amref_kenya
[88] masks
[86] crucial

Top Words in Tweet in G4:
[560] die
[370] steigt
[185] neuer
[185] co2
[185] rekord
[185] hochgefährliche
[185] kurve
[185] weit
[185] zukunft
[185] weist

Top Words in Tweet in G5:
[152] die
[132] peter_simone
[80] inzidenz
[66] gestern
[56] heute
[55] 100
[55] #saarland
[55] 125
[53] #flattenthecurve
[51] sprunghafter

Top Words in Tweet in G6:
[56] #flattenthecurve
[23] #nocovid
[23] #stayhome
[23] die
[19] tages
[19] gefragt
[19] habt
[19] damals
[19] getan
[19] bundestags

Top Words in Tweet in G7:
[37] ldk
[22] die
[20] präsenz
[19] gruene_sachsen
[19] dieser
[19] mehr
[18] andreas_spr
[18] planen
[18] nächste
[18] woche

Top Words in Tweet in G8:
[70] week
[47] patriciakombo
[47] #climatestrikeonline
[44] #fridaysforfuture
[43] climate
[38] gretathunberg
[35] school
[35] strike
[35] 90
[35] planet

Top Words in Tweet in G9:
[70] #covid19
[63] #flattenthecurve
[33] #coronavirus
[32] #stayhome
[32] #dataviz
[26] today's
[26] global
[26] extrapolation
[26] chart
[26] available

Top Words in Tweet in G10:
[96] trudeau
[48] followers
[48] encounter
[48] conservatives
[48] haters
[48] responsible
[48] 3rd
[48] wave
[47] gtlem
[2] vaccines

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[840] #flattenthecurve,#inzidenz200
[838] jahr,pandemie
[837] #inzidenz200,jahr
[837] pandemie,man
[837] man,nennen
[837] nennen,politikversagen
[836] nataliegrams,#flattenthecurve
[467] stopping,station
[423] next,stopping
[259] #wearamask,#flattenthecurve

Top Word Pairs in Tweet in G1:
[797] #flattenthecurve,#inzidenz200
[797] #inzidenz200,jahr
[797] jahr,pandemie
[797] pandemie,man
[797] man,nennen
[797] nennen,politikversagen
[796] nataliegrams,#flattenthecurve
[8] nataliegrams,besonders
[8] besonders,bemerkenswert
[8] bemerkenswert,eingedenk

Top Word Pairs in Tweet in G2:
[36] #washyourhands,#pandemic
[30] #pandemic,#flattenthecurve
[30] #flattenthecurve,#covid_19
[29] #sarscov2,#suriname
[29] #suriname,#communityspreading
[29] #communityspreading,#global
[29] #global,#maketheworldfreeofcovid19
[29] #maketheworldfreeofcovid19,#covidioten
[29] #covidioten,#covididiots
[29] #covididiots,#staythefuckhome

Top Word Pairs in Tweet in G3:
[86] masks,play
[86] play,crucial
[86] crucial,role
[86] role,#angamizacorona
[86] #angamizacorona,used
[86] used,correctly
[86] correctly,learn
[86] learn,best
[86] best,practices
[85] yednetworkke,masks

Top Word Pairs in Tweet in G4:
[185] neuer,co2
[185] co2,rekord
[185] rekord,die
[185] die,hochgefährliche
[185] hochgefährliche,kurve
[185] kurve,die
[185] die,weit
[185] weit,die
[185] die,zukunft
[185] zukunft,weist

Top Word Pairs in Tweet in G5:
[55] inzidenz,#saarland
[51] sprunghafter,anstieg
[51] anstieg,inzidenz
[51] #saarland,vorgestern
[51] vorgestern,100
[51] 100,gestern
[51] gestern,104
[51] 104,heute
[51] heute,125
[51] 125,die

Top Word Pairs in Tweet in G6:
[19] tages,gefragt
[19] gefragt,habt
[19] habt,damals
[19] damals,getan
[17] #stayhome,#flattenthecurve
[15] getan,bundestags
[15] bundestags,landtagsabgeordnete
[14] landtagsabgeordnete,angeschrieben
[14] #harterlockdownjetzt,#nocovid
[13] angeschrieben,petition

Top Word Pairs in Tweet in G7:
[18] gruene_sachsen,planen
[18] planen,nächste
[18] nächste,woche
[18] woche,54
[18] 54,ldk
[18] ldk,lpz
[18] lpz,präsenz
[18] präsenz,durchzuführen
[18] durchzuführen,dieser
[18] dieser,ldk

Top Word Pairs in Tweet in G8:
[36] #climatestrikeonline,gretathunberg
[35] school,strike
[35] strike,week
[35] week,90
[35] 90,planet
[35] planet,#climatestrikeonline
[35] gretathunberg,#fridaysforfuture
[34] patriciakombo,school
[33] #fridaysforfuture,#schoolstrike4climat
[21] 82nd,week

Top Word Pairs in Tweet in G9:
[32] #coronavirus,#stayhome
[32] #stayhome,#dataviz
[26] today's,global
[26] global,#covid19
[26] #covid19,extrapolation
[26] extrapolation,chart
[26] chart,available
[26] available,#coronavirus
[25] #covid19,#flattenthecurve
[21] #dataviz,#flattenthecurve

Top Word Pairs in Tweet in G10:
[48] followers,encounter
[48] encounter,conservatives
[48] conservatives,trudeau
[48] trudeau,haters
[48] haters,trudeau
[48] trudeau,responsible
[48] responsible,3rd
[48] 3rd,wave
[47] gtlem,followers

Top Replied-To
Top Replied-To in Entire Graph:
@yednetworkke
@nataliegrams
@jkenney
@fordnation
@luisamneubauer
@amref_kenya
@welt
@bmjv_bund
@ard_presseclub
@afdverdachtfall

Top Replied-To in G1:
@nataliegrams
@tibor

Top Replied-To in G3:
@yednetworkke
@amref_kenya

Top Replied-To in G5:
@dneuerer
@susannejohna
@peter_simone

Top Replied-To in G6:
@luisamneubauer
@bmjv_bund
@ard_presseclub
@karl_lauterbach
@corneliusroemer
@dpaessler
@arminlaschet
@ars_nova
@daserste
@ichbewusst

Top Replied-To in G7:
@sus_oe
@apothekerder
@__redcat

Top Replied-To in G8:
@michaelemann
@dirtnerder

Top Replied-To in G9:
@govwhitmer
@pmoindia

Top Mentioned
Top Mentioned in Entire Graph:
@nataliegrams
@ckemfert
@peter_simone
@yednetworkke
@amref_kenya
@fede_254
@moh_kenya
@patriciakombo
@gtlem
@amref_worldwide

Top Mentioned in G1:
@nataliegrams
@peptorl
@matmar2016
@awwwkid
@llemirinyolull

Top Mentioned in G2:
@afdverbot2022
@egmontinstitute
@easylivingfl
@ishanga21359350
@marissa_fh_ugm
@live_the_light
@uzora5

Top Mentioned in G3:
@yednetworkke
@amref_kenya
@fede_254
@moh_kenya
@amref_worldwide
@who
@whokenya
@moh_dhp
@susan_mochache
@unicefkenya

Top Mentioned in G4:
@ckemfert
@julia_verlinden
@nataliegrams
@fraufoo
@peter_simone
@riffreporter
@albertoemachado
@peter_s
@parents4future

Top Mentioned in G5:
@peter_simone
@nataliegrams
@konradkoerner
@ckemfert
@salmansabir92
@hanslak
@albertoemachado
@saarland_de

Top Mentioned in G6:
@killoyle
@mags_nrw
@karl_lauterbach
@jensspahn
@kolseb
@nataliegrams
@rezomusik
@ernst_klaus
@deno29620149
@landnr

Top Mentioned in G7:
@gruene_sachsen
@andreas_spr
@ninohaustein
@peter_simone
@cdu
@cdusachsen
@antispeciasista
@solisonntag
@aichilos
@zeidgenosse

Top Mentioned in G8:
@patriciakombo
@gretathunberg
@cevikushb
@markusmaiwald2
@tukwa2
@gretathu
@ynohabialuz
@rritools
@fridays4future
@govcanhealth

Top Mentioned in G9:
@coviz_org
@tacats99
@rwth
@carpus_partner
@fsorbara
@formitas_de
@mohfw_india
@isolationbot
@gtlem
@shea_epi

Top Mentioned in G10:
@gtlem

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@chrisbrey1
@wardj15
@easyworldnews
@johangreg
@kulturbolschewi
@viralvideovlogs
@walmart
@lndontretweets
@elkepoley

Top Tweeters in G1:
@semilocon
@danielalippke
@atomreisfleisch
@olympedegouges
@fritzquincke
@danielakayb
@andreas__nagel
@catinchief
@sixteentender
@simone0171

Top Tweeters in G2:
@inglamwetrust
@dawnegray3
@haquemarissa
@hillww1
@katrineberhardt
@dawntj90
@cuda1791
@lobbyfa
@fabcojim
@a_schillhaneck

Top Tweeters in G3:
@gmoneyizme
@magic2girl
@adrian_seereal
@iammukui
@kokwet_ke
@dennajeal
@bennetowuonda
@tneymashaah
@katen_ke
@felah_felix

Top Tweeters in G4:
@halleverkehrt
@thomasknorra
@klang_ruinen
@hexaflexagon
@karlaschnik
@nothankyou_16
@pia_purzella
@fraufoo
@geirrchris
@dare_dems

Top Tweeters in G5:
@chrisbrey1
@feldart
@cptleto
@alfred996
@martingaedt
@ker8mel
@hanslak
@pjakobs
@davepermen
@exitoilexitoel

Top Tweeters in G6:
@faz_net
@focusonline
@derspiegel
@tagesschau
@sz
@berlinerzeitung
@angiestone_
@ennopark
@heischonin
@wdr2

Top Tweeters in G7:
@ap_saegge
@__redcat
@bewitchedmind
@beaute_du_noir_
@der_dude80
@achojo
@susanne45217800
@flummi1970
@baertiger
@annegretme

Top Tweeters in G8:
@gezgintrk
@dawnroseturner
@ourfuturebot
@noche_y_calima
@redmayne_robert
@sustaintrends
@michaelemann
@fffbot1
@geraldkutney
@signsaresaying

Top Tweeters in G9:
@johangreg
@viralvideovlogs
@trendsinai
@hopealdridge
@fabriciosx
@godfrey_g_
@sheela__singh
@nvsdata
@pyscalellc
@blackstembot

Top Tweeters in G10:
@emgfind
@tintie4
@smittycanada1
@dianneathome
@meadllar
@gail_sloane
@bobittyboop
@feezydoesit
@gkrad9
@barblet30


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