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#FlattenTheCurve_2020-09-19_02-37-59.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3iNzF5r
@gretathunberg
@docassar
@bbcstoryworks
@viralvideovlogs
@sflecce
@realdonaldtrump
@amref_kenya
@michael_kunz
@yednetworkke
@martelocris

Top hashtags:
#flattenthecurve
#climatestrike
#covid19
#coronavirus
#staysafe

Description:
Description
The graph represents a network of 6,353 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, 19 September 2020 at 09:42 UTC.

The requested start date was Saturday, 19 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 13-day, 9-hour, 39-minute period from Saturday, 05 September 2020 at 14:14 UTC to Friday, 18 September 2020 at 23:53 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 : 6353
Unique Edges : 2450
Edges With Duplicates : 12114
Total Edges : 14564
Number of Edge Types : 5
Retweet : 5192
MentionsInRetweet : 5924
Mentions : 1209
Tweet : 1867
Replies to : 372
Self-Loops : 1938
Reciprocated Vertex Pair Ratio : 0.00689102564102564
Reciprocated Edge Ratio : 0.0136877287919784
Connected Components : 1062
Single-Vertex Connected Components : 497
Maximum Vertices in a Connected Component : 3163
Maximum Edges in a Connected Component : 7712
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.063483
Graph Density : 0.000155696093120884
Modularity : 0.427358
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 6,353 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, 19 September 2020 at 09:42 UTC.

The requested start date was Saturday, 19 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 13-day, 9-hour, 39-minute period from Saturday, 05 September 2020 at 14:14 UTC to Friday, 18 September 2020 at 23:53 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:
[20] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[20] https://www.nzz.ch/meinung/corona-was-ist-der-worst-case-ld.1573762?mktcid=smsh&fbclid=IwAR0083LK8PTPQbvCXXR4yVos-soxAngp6TcdKlJusgVxeCsnKi2fbySOd2M&mktcval=Facebook&reduced=true
[17] https://www.trendysubs.com/
[16] https://www.rivcoph.org/coronavirus
[15] https://www.worldometers.info/coronavirus/country/us/
[13] https://590games.com/sm-FB
[12] https://aatishb.com/maskmath/
[12] https://www.carpha.org/Portals/0/Images/COVID-19%20Infographics/Public%20Transportation/PublicTransportation-COVID19-CARPHA.pdf
[12] https://aryanveda.in/
[9] https://www.twitch.tv/nezuryu

Top URLs in Tweet in G1:
[1] https://twitter.com/MelanieBergma18/status/1253559898648035329
[1] https://wonkedition.se/english/news/2020-news/2020-08-24-changemaker-oseriemen-atamewan-challenging-to-plant-trees.html
[1] https://tweetedtimes.com/UNBELFUTURO?s=tnp

Top URLs in Tweet in G2:
[20] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[13] https://590games.com/sm-FB
[4] https://vlebazaar.in/
[4] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[4] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/
[3] https://www.peter-writeforme.com/
[3] https://www.crazyforcrust.com/the-best-pudding-cookies-recipe/
[3] https://www.countryliving.com/food-drinks/g2364/mug-cakes/
[3] https://www.allrecipes.com/recipe/240641/salt-dough/
[2] https://twitter.com/BeckyJohnson222/status/1302330813984288768

Top URLs in Tweet in G3:
[2] https://www.canada.ca/en/public-health/services/diseases/coronavirus-disease-covid-19.html?utm_campaign=not-applicable&utm_medium=vanity-url&utm_source=canada-ca_coronavirus
[2] https://twitter.com/jkwan_md/status/1306602215361085445
[1] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection.html#a1
[1] https://twitter.com/celliottability/status/1306929938969264128
[1] https://twitter.com/brucelauckner/status/1306778805026123776
[1] https://twitter.com/ottawahealth/status/1306976832558895104
[1] https://www.cp24.com/video?clipId=2030288&binId=1.1127680&playlistPageNum=1
[1] https://twitter.com/OttawaMatters/status/1306615659623710720
[1] https://twitter.com/OttawaMatters/status/1306987362992320513
[1] https://twitter.com/CTVChristina/status/1306652448698892288

Top URLs in Tweet in G4:
[1] https://www.instagram.com/accounts/login/?next=/p/CFPtKKeH9Gx/%3Figshid%3D1qjur24h0dh36
[1] https://www.youtube.com/watch?v=432h5aruLJg&feature=youtu.be

[1] https://amref.org/coronavirus/
[1] https://twitter.com/YEDNetworkKe/status/1303549600284975104

Top URLs in Tweet in G5:
[7] https://wonkedition.se/english/news/2020-news/2020-08-24-changemaker-oseriemen-atamewan-challenging-to-plant-trees.html
[2] https://www.canada.ca/en/transport-canada/news/2020/03/new-measures-for-covid-19-response.html
[2] https://twitter.com/atamewani/status/1306880411629506563
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234840
[1] https://twitter.com/fuerzatucson/status/1302702221037985793
[1] https://twitter.com/Travis4Climate/status/1304470649201659912
[1] https://twitter.com/GretaThunberg/status/1304303264113008641
[1] https://twitter.com/GretaThunberg/status/1306868113326178305
[1] https://twitter.com/gretathunberg/status/1306868113326178305
[1] http://radish.org/block-party/

Top URLs in Tweet in G7:
[5] https://www.youtube.com/watch?v=qG1igarUZOA

[5] https://ncs-tf.ch/images/lay_summaries/de/Analyse-der-umfassenden-Durchseuchungsstrategie.pdf
[3] https://www.rbdresearchlab.com/
[2] https://twitter.com/wernerbechtel/status/1302609209301897217
[2] https://www.washingtonpost.com/graphics/2020/world/corona-simulator/
[1] https://twitter.com/NYGovCuomo/status/1304078910045421568
[1] https://medicalnewsbulletin.com/why-continue-to-flatten-the-curve/
[1] https://twitter.com/OlafGersemann/status/1306452822217707520
[1] https://twitter.com/focusonline/status/1303381363173789699
[1] https://twitter.com/LemmingReport/status/1305908250798325761

Top URLs in Tweet in G10:
[2] https://twitter.com/stadtmuenchen/status/1302948625799155714
[1] https://www.businessinsider.de/politik/vertrauliches-gespraech-mit-kanzleramtsminister-eindaemmung-von-corona-wird-in-deutschland-nicht-funktionieren/
[1] https://twitter.com/stadtmuenchen/status/1304396573258985472

Top Domains
Top Domains in Tweet in Entire Graph:
[275] twitter.com
[87] instagram.com
[44] youtube.com
[20] dt51.net
[20] nzz.ch
[17] trendysubs.com
[16] rivcoph.org
[16] carpha.org
[15] worldometers.info
[13] 590games.com

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

Top Domains in Tweet in G2:
[112] twitter.com
[39] instagram.com
[20] dt51.net
[16] youtube.com
[13] 590games.com
[8] blogspot.com
[7] swarmapp.com
[6] tumblr.com
[5] facebook.com
[5] cnn.com

Top Domains in Tweet in G3:
[17] twitter.com
[3] canada.ca
[1] cp24.com
[1] municipalworld.com
[1] fw.to
[1] youtube.com
[1] hamilton.ca

Top Domains in Tweet in G4:
[1] instagram.com
[1] youtube.com
[1] amref.org
[1] twitter.com

Top Domains in Tweet in G5:
[8] twitter.com
[8] nodexlgraphgallery.org
[7] wonkedition.se
[2] canada.ca
[1] radish.org
[1] theconversation.com

Top Domains in Tweet in G7:
[7] twitter.com
[5] youtube.com
[5] ncs-tf.ch
[3] rbdresearchlab.com
[2] washingtonpost.com
[1] medicalnewsbulletin.com

Top Domains in Tweet in G10:
[3] twitter.com
[1] businessinsider.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3547] flattenthecurve
[2498] climatestrike
[828] covid19
[315] coronavirus
[312] staysafe
[246] wearamask
[182] wearamasksavealife
[181] covid_19
[174] leralla
[173] socialdistancing



Top Hashtags in Tweet in G1:
[2364] climatestrike
[34] climatestrikeonline
[31] schoolstrike4climate
[31] flattenthecurve
[30] fridaysforfuture
[19] stayathome
[15] facetheclimateemergency
[3] awis4future
[3] fighteverycrisis
[2] rt

Top Hashtags in Tweet in G2:
[737] flattenthecurve
[191] covid19
[87] coronavirus
[68] staysafe
[53] covid_19
[51] socialdistancing
[34] stayhome
[33] washyourhands
[32] pandemic
[31] wearamask

Top Hashtags in Tweet in G3:
[108] flattenthecurve
[11] covid19
[8] onted
[8] casedemic
[7] stayhomesavelives
[5] ontario
[5] physicaldistancing
[4] firelecce
[3] onpoli
[3] covid19ontario

Top Hashtags in Tweet in G4:
[86] flattenthecurve
[86] covid19
[74] ipc
[25] youthkomeshacorona
[8] covid19africa
[6] covid19pandemic
[4] angamizacorona
[3] newnormal
[2] washyourhands
[2] coronavirus

Top Hashtags in Tweet in G5:
[120] climatestrike
[81] flattenthecurve
[67] fridaysforfuture
[56] schoolstrike4climate
[38] climatestrikeonline
[35] facetheclimateemergency
[19] stayathome
[14] canada
[9] extinctionrebellion
[8] firedrillfriday

Top Hashtags in Tweet in G6:
[2] flattenthecurve
[1] supportlocal

Top Hashtags in Tweet in G7:
[127] flattenthecurve
[82] covid19
[29] coronavirus
[24] election2020
[20] pandemic
[17] socialdistancing
[14] abstandhalten
[12] coronainfoch
[12] editorialcartoon
[12] coronavirusguy

Top Hashtags in Tweet in G8:
[145] covid19kn
[32] flattenthecurve
[30] staysafe
[23] maskupkano
[23] takeresponsibility
[6] maskup
[5] covid19kano
[2] staysafestayhealthy

Top Hashtags in Tweet in G9:
[537] flattenthecurve
[174] leralla
[172] wearamasksavealife
[172] pienaarspoort
[127] naledi
[119] wearamask
[54] staysafe
[49] gautengcovid19
[48] wearyourmask
[44] covid_19

Top Hashtags in Tweet in G10:
[15] flattenthecurve
[4] inzidenzwert
[3] zerocovid
[1] protectnurses
[1] langfriststrategie
[1] coronavirus
[1] containmentstrategie
[1] seehofer
[1] containment
[1] aharegel

Top Words
Top Words in Tweet in Entire Graph:
[5017] strike
[3546] #flattenthecurve
[2901] covid
[2870] 19
[2777] week
[2625] school
[2569] keep
[2555] social
[2546] remember
[2504] distance

Top Words in Tweet in G1:
[4761] strike
[2553] week
[2508] covid
[2508] 19
[2402] school
[2381] gretathunberg
[2375] keep
[2364] #climatestrike
[2362] social
[2358] remember

Top Words in Tweet in G2:
[737] #flattenthecurve
[191] #covid19
[87] #coronavirus
[68] #staysafe
[63] social
[57] die
[53] covid
[53] #covid_19
[53] 000
[51] #socialdistancing

Top Words in Tweet in G3:
[108] #flattenthecurve
[91] sflecce
[72] continue
[68] kids
[45] remember
[41] more
[37] work
[36] down
[36] ontario
[34] start

Top Words in Tweet in G4:
[91] need
[86] #flattenthecurve
[86] #covid19
[78] communities
[76] yednetworkke
[74] empowered
[74] #ipc
[74] health
[74] info
[74] helps

Top Words in Tweet in G5:
[227] strike
[173] week
[163] school
[120] #climatestrike
[98] gretathunberg
[81] #flattenthecurve
[76] keep
[74] man
[68] social
[67] #fridaysforfuture

Top Words in Tweet in G6:
[118] tell
[118] 26
[118] team
[118] laid
[118] tonight
[118] amazing
[118] people
[118] heartbreaking
[118] both
[117] paulcaddensaba

Top Words in Tweet in G7:
[127] #flattenthecurve
[82] #covid19
[38] bag_ofsp_ufsp
[36] need
[29] #coronavirus
[28] mask
[27] city
[27] columbia
[27] message
[27] importance

Top Words in Tweet in G8:
[230] update
[230] today
[176] case
[170] tested
[164] samples
[158] total
[145] #covid19kn
[145] september
[145] 2020
[145] recorded

Top Words in Tweet in G9:
[537] #flattenthecurve
[361] train
[210] station
[205] departed
[174] #leralla
[172] #wearamasksavealife
[172] #pienaarspoort
[127] #naledi
[119] #wearamask
[107] metrorailgp

Top Words in Tweet in G10:
[130] die
[61] medizinische
[61] versorgung
[61] bevölkerung
[61] bedroht
[61] weil
[61] mitarbeiter
[61] gesundheitssystems
[61] besonderen
[61] belastungen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2848] covid,19
[2580] school,strike
[2554] strike,week
[2475] gretathunberg,school
[2443] social,distance
[2436] strike,remember
[2436] remember,keep
[2436] keep,social
[2436] follow,covid
[2435] distance,follow

Top Word Pairs in Tweet in G1:
[2508] covid,19
[2402] school,strike
[2402] strike,week
[2377] gretathunberg,school
[2358] strike,remember
[2358] remember,keep
[2358] keep,social
[2358] social,distance
[2358] distance,follow
[2358] follow,covid

Top Word Pairs in Tweet in G2:
[43] social,distancing
[40] #covid19,#flattenthecurve
[35] kids,bored
[35] bored,practicing
[35] practicing,social
[34] covid,19
[31] distancing,make
[25] ginger_exchange,kids
[24] die,angekündigten
[22] #flattenthecurve,#socialdistancing

Top Word Pairs in Tweet in G3:
[36] continue,work
[33] kids,start
[33] start,return
[33] return,class
[33] class,guard
[33] guard,down
[33] down,ontario
[33] ontario,continue
[33] continue,demonstrate
[33] demonstrate,best

Top Word Pairs in Tweet in G4:
[74] #flattenthecurve,communities
[74] communities,need
[74] need,empowered
[74] empowered,#covid19
[74] #covid19,#ipc
[74] #ipc,health
[74] health,info
[74] info,helps
[74] helps,one
[74] one,boost

Top Word Pairs in Tweet in G5:
[163] school,strike
[137] strike,week
[85] gretathunberg,school
[66] covid,19
[64] strike,remember
[64] remember,keep
[64] keep,social
[64] social,distance
[64] distance,follow
[64] follow,covid

Top Word Pairs in Tweet in G6:
[118] tell,26
[118] 26,team
[118] team,laid
[118] laid,tonight
[118] tonight,amazing
[118] amazing,people
[118] people,heartbreaking
[118] heartbreaking,both
[117] paulcaddensaba,tell
[117] both,saba

Top Word Pairs in Tweet in G7:
[30] #flattenthecurve,#covid19
[27] city,columbia
[27] message,importance
[27] importance,wearing
[27] wearing,face
[27] face,mask
[27] mask,need
[27] need,go
[24] request,absentee
[24] absentee,ballot

Top Word Pairs in Tweet in G8:
[164] samples,tested
[145] #covid19kn,update
[145] september,2020
[145] received,today
[136] knsmoh,#covid19kn
[127] results,received
[94] 2020,case
[94] case,recorded
[85] tested,today
[85] today,kano

Top Word Pairs in Tweet in G9:
[133] #leralla,train
[117] #wearamasksavealife,#flattenthecurve
[110] #pienaarspoort,train
[105] #naledi,train
[81] #wearamask,#flattenthecurve
[56] station,#wearamasksavealife
[51] train,departed
[50] #flattenthecurve,#wearamasksavealife
[49] train,elandsfontein
[48] train,pretoria

Top Word Pairs in Tweet in G10:
[61] die,medizinische
[61] medizinische,versorgung
[61] versorgung,bevölkerung
[61] bevölkerung,bedroht
[61] bedroht,weil
[61] weil,die
[61] die,mitarbeiter
[61] mitarbeiter,gesundheitssystems
[61] gesundheitssystems,besonderen
[61] besonderen,belastungen

Top Replied-To
Top Replied-To in Entire Graph:
@bag_ofsp_ufsp
@sflecce
@jonrothstein
@abubakr254
@nygovcuomo
@aryanvedaherbal
@realdonaldtrump
@fordnation
@michaelemann
@skynews

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G3:
@sflecce
@fordnation
@celliottability
@dwilson2121
@maureen79601758
@tpostmillennial
@hillaryclinton
@uberedottawa
@cp24
@ottawapolitico

Top Replied-To in G4:
@greatness_m

Top Replied-To in G5:
@michaelemann
@weather_west
@xr_godalming
@gretathunberg
@weatherprof
@cbsnews

Top Replied-To in G6:
@austinsdublin

Top Replied-To in G7:
@bag_ofsp_ufsp
@nygovcuomo
@araschle
@sflecce
@ruediloeffel
@s_sommaruga
@worldmade
@nycmta_problems
@missmorlord
@chrisbeet

Top Replied-To in G9:
@gp_commsafety
@guytaylor10

Top Replied-To in G10:
@ottokolbl
@vorsamer
@ingoheuschkel
@frankelsascha
@dunklesritual
@drpeternagel

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@martelocris
@knsmoh
@paulcaddensaba
@saba
@metrorailgp
@sflecce
@yednetworkke
@pflegedie
@bbcstoryworks

Top Mentioned in G1:
@gretathunberg
@martelocris
@atamewani
@parents4future
@fridays4future
@licypriyak
@fff_digital
@fffcolombia
@namugerwaleah

Top Mentioned in G2:
@ginger_exchange
@myjamaicatoday
@afdverbot2021
@egmontinstitute
@flooringdirectx
@kathycordayusa
@wqbelle
@madamyez
@magnaiv

Top Mentioned in G3:
@sflecce
@cp24
@gurdeepa
@alexmunter
@celliottability
@fordnation
@ty_fried
@veraetches
@bitontirn
@ottawahealth

Top Mentioned in G4:
@yednetworkke
@jaykiluu
@amref_worldwide
@psila96
@amref_kenya
@whowpro
@dralfredmutua
@francis_maliti
@kituku2
@healthmachakos

Top Mentioned in G5:
@gretathunberg
@atamewani
@namugerwaleah
@transport_gc
@transitionface
@chadwickboseman
@docassar
@realdonaldtrump
@privycouncilca
@michaelemann

Top Mentioned in G6:
@paulcaddensaba
@saba
@sabadublin

Top Mentioned in G7:
@bag_ofsp_ufsp
@lawyerscomm
@cityofcolumbia
@nygovcuomo
@tidevine
@alain_berset
@stevebenjaminsc
@ruediloeffel
@br_sprecher

Top Mentioned in G8:
@knsmoh
@kanostateng
@imamshams
@govumarganduje
@dgawuna
@dr_tyw
@kanosphcmb
@sahealth_kano
@aaibrahm

Top Mentioned in G9:
@metrorailgp
@myanc
@gp_commsafety
@cyrilramaphosa
@sedibengdm
@18
@pulemabe
@17
@citytshwane

Top Mentioned in G10:
@pflegedie
@gradl
@anniemuc
@ottokolbl
@hendrikstreeck
@dunklesritual
@frankelsascha
@jensspahn
@markus__lanz
@nite71

Top Tweeters
Top Tweeters in Entire Graph:
@gocoo_59
@gocoo
@dynamocooligan
@ejlazar
@roblwilson
@joepranaitis
@ginniasa
@gidi_traffic
@bliadhnaichean
@drdaveanddee

Top Tweeters in G1:
@gocoo_59
@gocoo
@roblwilson
@ginniasa
@drdaveanddee
@citrus_kyoto
@john1966olsen
@alizardx
@katcapps
@sallyrmelb

Top Tweeters in G2:
@kchernecky
@brenner_colleen
@madamyez
@trazlersgal
@flmomnygirl
@sagittariushh
@joanneintexas
@gianlucacfh
@skeptikaa
@24inmymind

Top Tweeters in G3:
@chuddles11
@ottawapolitico
@davwain1
@ctvnews
@itvnews
@cp24
@awunialbgene
@linz775
@bevazevedo
@tvmoviedan

Top Tweeters in G4:
@beretta_gio
@mwangimainman
@mandy_nand
@bradjrr
@kokwet_ke
@__kiongozi
@citizentvfanacc
@mali_safii
@mariapoet_
@__wesh_

Top Tweeters in G5:
@johangreg
@oasismountain
@4everanimalz1
@allan_crawshaw
@dawnroseturner
@cbsnews
@pazutzin
@saleemulhuq
@agnesbookbinder
@prochristopher

Top Tweeters in G6:
@adunlea
@pmc276
@caroles54218418
@marymc_31
@barbaramcmahon8
@newschambers
@saba
@jodbrens
@chip_daley
@siobhanfeely

Top Tweeters in G7:
@amadii
@washingtonpost
@wtf_imtooold
@travelbug1955
@viralvideovlogs
@hoshisato
@aviflygirl
@leonie2457
@professoralford
@lancelotlinkspy

Top Tweeters in G8:
@__yellows
@dawisu
@ebullient_____
@officialhudan
@citizen_iq
@garbadaru
@topsylafresh
@tijanihabeeb
@princeasadeeq2
@bankydot

Top Tweeters in G9:
@nuria2407
@sevhic_
@benjiseitlhamo
@capetowntrains
@ramalokot
@ewntraffic
@king_sthera13
@citytshwane
@sanelemkula
@thembarajuili

Top Tweeters in G10:
@andreasandy3131
@newborl
@thesismum
@rolandgiersig
@die_socke
@mafrilidaheim
@fritzletsch
@schmidt_fu
@ginger149
@konradsybille


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