#neveragain, Twitter, 2/18/2019 8:27:38 PM, 187177


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#neveragain_2019-02-18_09-40-49.xlsx
#neveragain_2019-02-18_09-40-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 18, 2019
Short Description:
#neveragain via NodeXL http://bit.ly/2DOtjzy
@vp
@dcfairbank
@segalink
@geoff9cow
@cnn
@yusluvlove
@lindaosavincent
@nra
@gop
@gilbertlisak

Top hashtags:
#neveragain
#kashmiripandits
#nigeriadecides2019
#saveyourinternet
#savetheinternet
#artikel13demo
#gretathunberg

Description:
Description
The graph represents a network of 5,277 Twitter users whose tweets in the requested range contained "#neveragain", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 18 February 2019 at 17:42 UTC.

The requested start date was Sunday, 17 February 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 7-hour, 17-minute period from Friday, 15 February 2019 at 17:43 UTC to Sunday, 17 February 2019 at 01:01 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 : 5277
Unique Edges : 5626
Edges With Duplicates : 631
Total Edges : 6257
Number of Edge Types : 3
Tweet : 814
Replies to : 428
Mentions : 5015
Self-Loops : 814
Reciprocated Vertex Pair Ratio : 0.00133282559025133
Reciprocated Edge Ratio : 0.00266210306141852
Connected Components : 765
Single-Vertex Connected Components : 419
Maximum Vertices in a Connected Component : 2782
Maximum Edges in a Connected Component : 3765
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.129772
Graph Density : 0.000188891010425749
Modularity : 0.773938
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[31] https://twitter.com/davidbcohen1/status/1096630098814414851
[28] https://twitter.com/vp/status/1096504043378302981
[18] https://twitter.com/lary101/status/1096464250976038918
[11] http://www.fox5dc.com/news/black-history-month/arlington-national-cemetery-was-once-freed-slaves-community-called-freedman-s-village
[11] https://twitter.com/vp/status/1096457698739142656
[8] https://twitter.com/VP/status/1096504043378302981
[7] https://threadreaderapp.com/thread/1096048357041233920.html
[6] http://rtmpilecki.eu/wp-content/uploads/2018/05/RAPORT_WITOLDA_GB_WWW.pdf
[4] http://www.themyscira-blog.com/2018/03/calling-bs.html
[4] https://www.facebook.com/story.php?story_fbid=10156857139818654&id=772113653

Top URLs in Tweet in G1:
[6] http://rtmpilecki.eu/wp-content/uploads/2018/05/RAPORT_WITOLDA_GB_WWW.pdf
[2] https://www.straight.com/movies/1155131/holocaust-truth-rises-warsaw-ghetto-who-will-write-our-history
[1] https://twitter.com/VP/status/1096504043378302981
[1] https://twitter.com/i/web/status/1096583922421514240
[1] https://twitter.com/i/web/status/1096741134158696448
[1] https://twitter.com/DrDenaGrayson/status/1096596147525828608
[1] https://twitter.com/i/web/status/1096749615578263553
[1] https://twitter.com/i/web/status/1096642664668323840
[1] https://www.nbcnews.com/politics/immigration/22-immigrants-died-ice-detention-centers-during-past-2-years-n954781
[1] https://twitter.com/i/web/status/1096610712720416768

Top URLs in Tweet in G2:
[31] https://twitter.com/davidbcohen1/status/1096630098814414851
[1] https://twitter.com/i/web/status/1096934438758342656
[1] https://twitter.com/pbhushan1/status/1096573083039739905
[1] https://twitter.com/i/web/status/1096857145381769216

Top URLs in Tweet in G3:
[4] http://www.themyscira-blog.com/2018/03/calling-bs.html
[3] https://www.zazzle.com/if_you_need_this_to_hunt_t_shirt-235632861343845682?social=true&view=113940940435625169
[2] https://www.youtube.com/watch?v=MNj7yGJi9Ak&feature=youtu.be

[2] https://www.washingtonpost.com/nation/2019/02/15/active-shooter-aurora-illinois/
[2] https://twitter.com/gilbertlisak/status/1096048357041233920
[2] https://twitter.com/vp/status/1096504043378302981
[2] https://www.youtube.com/watch?v=4f_4DQ-JcXg&feature=youtu.be

[2] https://miami.cbslocal.com/2019/02/14/parkland-shooting-survivor-annabel-claprood/
[2] http://ipeersafe.com/
[1] https://twitter.com/i/web/status/1096465860535955456

Top URLs in Tweet in G4:
[16] https://twitter.com/lary101/status/1096464250976038918
[3] https://twitter.com/mobilepunch/status/1096297816530538496
[3] https://twitter.com/independent/status/1096347396546674688
[2] https://www.thecable.ng/a-good-look-at-how-buhari-will-lose-saturdays-election
[1] https://twitter.com/i/web/status/1096925765164240896
[1] https://www.vanguardngr.com/2019/02/breaking-avengers-adopts-atiku-threatens-to-crumble-economy-if-buhari-rigs-poll/
[1] https://twitter.com/fannyfacsar/status/1096387663521898503
[1] https://twitter.com/i/web/status/1096493885952540678
[1] https://twitter.com/CNNAfrica/status/1096373569930608641
[1] https://twitter.com/i/web/status/1096541487356149760

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1096912170825207808
[1] https://twitter.com/i/web/status/1096913202137481218
[1] https://twitter.com/i/web/status/1096882760042627072
[1] https://twitter.com/i/web/status/1096684843566616576
[1] https://twitter.com/i/web/status/1096868207670030337
[1] https://twitter.com/i/web/status/1096693656810110976
[1] https://twitter.com/i/web/status/1096657640762032129
[1] https://twitter.com/i/web/status/1096592012369903616
[1] https://twitter.com/i/web/status/1096592280377544704
[1] https://twitter.com/i/web/status/1096598862087770112

Top URLs in Tweet in G6:
[7] https://threadreaderapp.com/thread/1096048357041233920.html
[1] https://twitter.com/i/web/status/1096924027178885126
[1] https://twitter.com/i/web/status/1096917703330328576
[1] https://twitter.com/i/web/status/1096900425327013890
[1] https://twitter.com/i/web/status/1096854256609566720
[1] https://twitter.com/gilbertlisak/status/1096048357041233920
[1] https://twitter.com/i/web/status/1096731161001365510
[1] https://twitter.com/i/web/status/1096478029696487424

Top URLs in Tweet in G7:
[3] https://www.youtube.com/watch?v=Y8v4lBzoYnM&feature=youtu.be

[1] https://twitter.com/i/web/status/1096935776397406209
[1] https://www.nj.com/politics/2019/02/menendez-rallied-with-parkland-shooting-victims-last-year-now-hes-pushing-to-ban-gun-magazines-used-in-massacres.html
[1] https://www.facebook.com/senatormenendez
[1] https://twitter.com/i/web/status/1096892109997641728
[1] https://twitter.com/i/web/status/1096868157799759874
[1] https://twitter.com/i/web/status/1096858487005605888
[1] https://acp1.survey.fm/commitment-to-help-reduce-firearm-related-injuries-deaths
[1] https://twitter.com/kamalaharris/status/1096815285892464640
[1] https://wepresent.wetransfer.com/story/veterans-for-gun-reform/

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1096548047654473729
[1] https://twitter.com/i/web/status/1096871591701557248
[1] https://twitter.com/i/web/status/1096555761092780032
[1] https://twitter.com/i/web/status/1096857275938062336
[1] https://twitter.com/MiamiHerald/status/1095344091607359493
[1] https://apple.news/AOSA559SqTCK1_yEccZZDgQ
[1] https://twitter.com/i/web/status/1096566788391911424

Top URLs in Tweet in G9:
[2] https://twitter.com/WGNNews/status/1096560103753506817
[1] https://twitter.com/i/web/status/1096935221923057665
[1] https://twitter.com/i/web/status/1096928163895148544
[1] https://twitter.com/i/web/status/1096530336178192385
[1] https://twitter.com/i/web/status/1096923629990875138
[1] https://twitter.com/i/web/status/1077333797727817734
[1] https://twitter.com/i/web/status/1096922188144357376
[1] https://twitter.com/i/web/status/1096539550791417856
[1] https://twitter.com/i/web/status/1096541124246859777
[1] https://twitter.com/BoycottUtah/status/1096695841081810944

Top Domains
Top Domains in Tweet in Entire Graph:
[812] twitter.com
[15] youtube.com
[11] fox5dc.com
[8] facebook.com
[7] washingtonpost.com
[7] threadreaderapp.com
[7] cnn.com
[6] instagram.com
[6] rtmpilecki.eu
[4] themyscira-blog.com

Top Domains in Tweet in G1:
[12] twitter.com
[6] rtmpilecki.eu
[2] straight.com
[1] nbcnews.com

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

Top Domains in Tweet in G3:
[247] twitter.com
[6] youtube.com
[5] instagram.com
[5] washingtonpost.com
[4] themyscira-blog.com
[3] zazzle.com
[2] facebook.com
[2] cbslocal.com
[2] rpm.fm
[2] amazon.com

Top Domains in Tweet in G4:
[43] twitter.com
[2] thecable.ng
[1] vanguardngr.com
[1] pscp.tv

Top Domains in Tweet in G5:
[123] twitter.com

Top Domains in Tweet in G6:
[7] twitter.com
[7] threadreaderapp.com

Top Domains in Tweet in G7:
[12] twitter.com
[3] youtube.com
[1] nj.com
[1] facebook.com
[1] survey.fm
[1] wetransfer.com
[1] ipeersafe.com

Top Domains in Tweet in G8:
[6] twitter.com
[1] apple.news

Top Domains in Tweet in G9:
[37] twitter.com
[1] buzzfeednews.com
[1] youtube.com
[1] washingtonpost.com
[1] dailywire.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1579] neveragain
[858] kashmiripandits
[85] nigeriadecides2019
[79] saveyourinternet
[79] savetheinternet
[79] artikel13demo
[79] gretathunberg
[79] schulstreik
[68] msdstrong
[53] guncontrolnow



Top Hashtags in Tweet in G1:
[60] neveragain
[23] godblessamerica
[23] istandwithisrael
[1] voteredtosaveamerica
[1] americafirst
[1] keepamericagreat
[1] thankyou
[1] venezuela
[1] humanitarianaid
[1] freedomforvenezuela

Top Hashtags in Tweet in G2:
[857] kashmiripandits
[37] neveragain
[1] india
[1] pulwamaattack
[1] nda
[1] pulwama

Top Hashtags in Tweet in G3:
[300] neveragain
[18] nigeriadecides2019
[11] guncontrolnow
[10] neverforget
[9] enoughisenough
[9] endgunviolence
[8] trump
[8] marchforourlives
[7] enough
[6] guncontrol

Top Hashtags in Tweet in G4:
[138] neveragain
[25] nigeriadecides2019
[2] tradermoni
[2] nigeradecides
[2] atikuiswinning
[1] letsgetnigeriaworkingagain
[1] sackinecchairman
[1] buharimustgo
[1] betternigeria
[1] speak

Top Hashtags in Tweet in G5:
[77] neveragain
[27] nigeriadecides2019
[12] nigeriadecides
[9] buharimustgo
[6] atikuourpresident
[5] atikuobi
[4] nigeria
[3] voteoutbuhari
[3] rejectbuhari
[2] lifeless

Top Hashtags in Tweet in G6:
[10] endgunviolence
[10] neveragain
[9] guncontrolnow
[8] notonemore
[1] march4ourlives
[1] gunreformnow

Top Hashtags in Tweet in G7:
[43] neveragain
[23] marchforourlives
[18] wall17inny
[7] msdstrong
[5] endgunviolence
[4] enoughisenough
[4] votethemout
[4] parklandstrong
[3] sensiblegunlaw
[3] massshootingisnationalemergency

Top Hashtags in Tweet in G8:
[139] neveragain
[20] guncontrolnow
[20] aurorashooting
[20] aurora

Top Hashtags in Tweet in G9:
[83] neveragain
[27] msdstrong
[24] nationalemergency
[23] nraisaterroristorganization
[21] syria
[18] idlib
[17] iran
[17] russia
[12] aurorashooting
[11] impeachtrump

Top Hashtags in Tweet in G10:
[79] neveragain
[79] saveyourinternet
[79] savetheinternet
[79] artikel13demo
[79] gretathunberg
[79] schulstreik
[1] generationenkonflikt
[1] jung
[1] zukunftsorientiert
[1] alt

Top Words
Top Words in Tweet in Entire Graph:
[2430] Words in Sentiment List#1: Positive
[5302] Words in Sentiment List#2: Negative
[22] Words in Sentiment List#3: Angry/Violent
[101644] Non-categorized Words
[109378] Total Words
[1580] neveragain
[1501] vp
[1390] auschwitz
[983] birkenau
[982] karen

Top Words in Tweet in G1:
[1465] vp
[1358] auschwitz
[974] birkenau
[973] karen
[808] tragedy
[807] deeply
[807] moved
[807] scene
[807] unspeakable
[807] tyranny

Top Words in Tweet in G2:
[891] davidbcohen1
[857] kashmiripandits
[856] logic
[856] expect
[856] terrorists
[37] neveragain
[3] india
[2] pbhushan1
[2] mother
[2] sincere

Top Words in Tweet in G3:
[301] neveragain
[28] again
[25] people
[23] t
[20] shooting
[20] up
[19] out
[19] gun
[19] now
[18] s

Top Words in Tweet in G4:
[480] met
[477] better
[305] segalink
[180] buhari
[166] contesting
[138] neveragain
[107] economy
[98] government
[97] security
[96] nnpc

Top Words in Tweet in G5:
[77] neveragain
[52] inecnigeria
[47] apcnigeria
[39] mbuhari
[37] here
[35] mc
[35] oluomo
[35] thug
[35] tout
[35] illiterate

Top Words in Tweet in G6:
[181] gilbertlisak
[181] s
[167] many
[167] seem
[166] matter
[166] much
[166] normalized
[166] normal
[166] sad
[166] resignation

Top Words in Tweet in G7:
[54] changetheref
[54] safe
[51] senatormenendez
[49] thank
[45] americans
[43] neveragain
[43] keep
[41] violence
[41] act
[39] gun

Top Words in Tweet in G8:
[139] neveragain
[136] mass
[116] sandy
[116] hook
[116] nearly
[116] 2
[116] 000
[116] shootings
[115] reppressley
[115] happened

Top Words in Tweet in G9:
[83] neveragain
[45] realdonaldtrump
[27] msdstrong
[24] nationalemergency
[23] nraisaterroristorganization
[21] syria
[20] national
[20] emergency
[18] idlib
[17] assad

Top Words in Tweet in G10:
[79] neveragain
[79] saveyourinternet
[79] savetheinternet
[79] artikel13demo
[79] gretathunberg
[79] schulstreik
[79] sind
[79] paar
[78] raulde
[78] aktiv

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[982] birkenau,auschwitz
[856] logic,expect
[856] expect,kashmiripandits
[856] kashmiripandits,terrorists
[855] davidbcohen1,logic
[814] deeply,moved
[814] moved,birkenau
[814] auschwitz,scene
[814] scene,unspeakable
[814] unspeakable,tragedy

Top Word Pairs in Tweet in G1:
[974] birkenau,auschwitz
[807] deeply,moved
[807] moved,birkenau
[807] auschwitz,scene
[807] scene,unspeakable
[807] unspeakable,tragedy
[806] karen,deeply
[806] tragedy,reminding
[806] reminding,tyranny
[805] vp,karen

Top Word Pairs in Tweet in G2:
[856] logic,expect
[856] expect,kashmiripandits
[856] kashmiripandits,terrorists
[855] davidbcohen1,logic
[31] davidbcohen1,neveragain

Top Word Pairs in Tweet in G3:
[9] gun,violence
[9] 10,tips
[9] tips,personal
[8] personal,peer
[8] peer,protection
[7] national,emergency
[6] neveragain,nigeriadecides2019
[6] neveragain,neverforget
[6] didn,t
[6] top,10

Top Word Pairs in Tweet in G4:
[477] met,better
[96] buhari,met
[96] economy,met
[96] better,nnpc
[96] nnpc,met
[96] better,security
[96] security,met
[96] better,government
[96] government,met
[95] better,economy

Top Word Pairs in Tweet in G5:
[35] mc,oluomo
[35] oluomo,thug
[35] thug,tout
[35] tout,illiterate
[35] illiterate,weapon
[35] weapon,mass
[35] mass,destruction
[35] destruction,apcnigeria
[35] apcnigeria,asiwajutinubu
[35] asiwajutinubu,here

Top Word Pairs in Tweet in G6:
[166] matter,much
[166] much,normalized
[166] normalized,s
[166] s,normal
[166] normal,sad
[166] sad,resignation
[166] resignation,many
[166] many,seem
[166] seem,adopt
[165] gilbertlisak,matter

Top Word Pairs in Tweet in G7:
[42] keep,americans
[41] americans,safe
[41] safe,act
[39] gun,violence
[38] senatormenendez,thank
[37] thank,changetheref
[37] changetheref,manueloliver00
[37] manueloliver00,helping
[37] helping,fight
[37] fight,gun

Top Word Pairs in Tweet in G8:
[116] sandy,hook
[116] hook,neveragain
[116] neveragain,nearly
[116] nearly,2
[116] 2,000
[116] 000,mass
[116] mass,shootings
[115] reppressley,sandy
[115] shootings,happened
[115] happened,national

Top Word Pairs in Tweet in G9:
[25] msdstrong,neveragain
[23] nationalemergency,nraisaterroristorganization
[23] nraisaterroristorganization,msdstrong
[20] national,emergency
[12] assad,iran
[12] iran,russia
[11] mass,shooting
[11] neveragain,aurorashooting
[10] realdonaldtrump,declares
[10] declares,national

Top Word Pairs in Tweet in G10:
[79] neveragain,saveyourinternet
[79] saveyourinternet,savetheinternet
[79] savetheinternet,artikel13demo
[79] artikel13demo,gretathunberg
[79] gretathunberg,schulstreik
[79] schulstreik,sind
[79] sind,paar
[78] raulde,neveragain
[78] paar,aktiv

Top Replied-To
Top Replied-To in Entire Graph:
@vp
@segalink
@realdonaldtrump
@renoomokri
@inecnigeria
@davidbcohen1
@repadamschiff
@andrewpollackfl
@barackobama
@benmurraybruce

Top Replied-To in G1:
@vp

Top Replied-To in G2:
@davidbcohen1
@pbhushan1

Top Replied-To in G4:
@segalink
@renoomokri
@toluogunlesi
@possicon
@elrufai
@ayosogunro
@amadichima
@guardiannigeria

Top Replied-To in G5:
@inecnigeria
@segalink
@benmurraybruce
@renoomokri
@dinomelaye_
@tosinolugbenga
@demolarewaju
@bashirahmaad
@adeyanjudeji
@saharareporters

Top Replied-To in G6:
@jameseconnor

Top Replied-To in G7:
@repteddeutch
@realdonaldtrump
@kamalaharris
@dloesch
@thisisourlane
@narrabyee
@manueloliver00
@chrismurphyct
@momsdemand
@unitewomenorg

Top Replied-To in G9:
@realdonaldtrump
@andrewpollackfl
@nra
@edkrassen
@whitehouse
@gavinnewsom
@sabine_durden
@joeconchatv
@williamlegate
@cnnafrica

Top Mentioned
Top Mentioned in Entire Graph:
@vp
@davidbcohen1
@segalink
@gilbertlisak
@usaenespanol
@reppressley
@bolanle_cole
@raulde
@changetheref
@senatormenendez

Top Mentioned in G1:
@vp
@usaenespanol
@usaporusski
@kitkkatt
@vetpolski
@ditackett67
@lindaad41301456
@jepence

Top Mentioned in G2:
@davidbcohen1
@srijanfn
@satyanamo
@pbhushan1
@krishnara

Top Mentioned in G3:
@themyscira_blog
@pinklionheart
@exileguy
@anacurii
@genprogress
@puadizzle
@masoodkashif98
@ciao1888
@jrtsumner2000

Top Mentioned in G4:
@segalink
@bolanle_cole
@renoomokri
@amadichima
@intlcrimcourt
@tweepcreed
@elrufai
@drjay247
@home_illuminos
@ukinnigeria

Top Mentioned in G5:
@apcnigeria
@inecnigeria
@mbuhari
@asiwajutinubu
@ifemosumichael
@atiku
@segalink
@officialpdpnig
@koredews
@ownmytruth

Top Mentioned in G6:
@gilbertlisak
@bannerite

Top Mentioned in G7:
@changetheref
@senatormenendez
@manueloliver00
@giffordscourage
@chrismurphyct
@r
@reprokhanna
@sensanders
@emma4change
@teddy_cat1

Top Mentioned in G8:
@reppressley
@mattyiceusa
@repjahanahayes
@senduckworth
@senatordurbin
@miamiherald
@teamtrace
@wutevuh
@vp
@gilbertlisak

Top Mentioned in G9:
@realdonaldtrump
@pleasegetworse
@cnn
@syrianetf
@gop
@msnbc
@soccermouaz
@hln
@replacethehate
@housegop

Top Mentioned in G10:
@raulde

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@americanair
@scarfizal
@uber_support
@british_airways
@klm
@applesupport
@delta
@cagney1991
@innovativehindu

Top Tweeters in G1:
@insdatainter
@rouslan5
@alicate13
@rockynickydog
@guardian_elite
@sandyc1772
@joannecolombo
@famouspixs
@luisffierro
@jimpolk

Top Tweeters in G2:
@innovativehindu
@debashishhits
@_dharam_vir
@monty_chadha
@250praveen
@raja1260
@vinirish
@neelnabh
@alokdubey1408
@puravapakash

Top Tweeters in G3:
@alinatede
@ninatypewriter
@pdesamos
@nofascistlies
@mildredmud
@growingaway
@jayoung1892
@adesiracusa
@gkmtntwits
@danwibg

Top Tweeters in G4:
@sensitivesam
@segalink
@siralfredson
@uchez2
@sheyilasnr
@olurops
@bebs730
@iykimo
@imoisilis
@gbengaakande

Top Tweeters in G5:
@gidi_traffic
@dondekojo
@dailypostngr
@daily_trust
@mrabusidiq
@premiumtimesng
@adeyanjudeji
@legitngnews
@demolarewaju
@emmaikumeh

Top Tweeters in G6:
@bannerite
@joanbushur
@msochubbard
@zebrafinch
@denniscardiff
@rodriguez_linda
@deborahalcorn
@kharly
@tawnytwelve
@holliejoyjoy

Top Tweeters in G7:
@cagney1991
@thereal_rebel
@kharyp
@renenow
@chholte
@sandi_childs
@jennyfear666
@socallls
@melodijoy
@annel5694

Top Tweeters in G8:
@solutioneer72
@blackswan725
@crystal4obama
@suescoby
@kimtompkins14
@sheilafaye01_g
@beykorbae
@miamiherald
@wutevuh
@rieth_damon

Top Tweeters in G9:
@kstreet111
@rodeodance
@bivi_17
@foxnews
@drawandstrike
@inglamwetrust
@geoff9cow
@mrdane1982
@usatoday
@spencerkarter

Top Tweeters in G10:
@andreas__nagel
@alfred996
@moschaefer66
@asansoer35
@markyready57
@paktoh
@_kinderrechte_
@dorisbrehm
@das_ruhrgebiet
@mikemacapple


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