#ExposeChristianSchools, Twitter, 9/29/2021 1:37:22 AM, 263157


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#ExposeChristianSchools Twitter NodeXL SNA Map and Report for Wednesday, 29 September 2021 at 01:10
#ExposeChristianSchools Twitter NodeXL SNA Map and Report for Wednesday, 29 September 2021 at 01:10
From:
marc_smith
Uploaded on:
September 29, 2021
Short Description:
#ExposeChristianSchools via NodeXL https://bit.ly/3kPq8yf
@c_stroop
@bettybowers
@lissajostewart
@bmaynardky
@enddemocracy
@christianpost
@pantheomatic
@foxnews
@stealyoredbull
@alekseevalger

Top hashtags:
#exposechristianschools
#emptythepews
#exvangelical

Description:
Description
The graph represents a network of 3,169 Twitter users whose recent tweets contained "#ExposeChristianSchools", 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 Wednesday, 29 September 2021 at 01:24 UTC.

The tweets in the network were tweeted over the 8-day, 0-hour, 26-minute period from Tuesday, 21 September 2021 at 00:44 UTC to Wednesday, 29 September 2021 at 01:10 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 : 3183
Unique Edges : 4727
Edges With Duplicates : 2843
Total Edges : 7570
Number of Edge Types : 5
Replies to : 804
Mentions : 240
Retweet : 4804
Tweet : 1637
MentionsInRetweet : 85
Self-Loops : 1654
Reciprocated Vertex Pair Ratio : 0.00986842105263158
Reciprocated Edge Ratio : 0.0195439739413681
Connected Components : 577
Single-Vertex Connected Components : 512
Maximum Vertices in a Connected Component : 2502
Maximum Edges in a Connected Component : 6585
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.367074
Graph Density : 0.000454666357829236
Modularity : 0.433535
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,169 Twitter users whose recent tweets contained "#ExposeChristianSchools", 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 Wednesday, 29 September 2021 at 01:24 UTC.

The tweets in the network were tweeted over the 8-day, 0-hour, 26-minute period from Tuesday, 21 September 2021 at 00:44 UTC to Wednesday, 29 September 2021 at 01:10 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 : #ExposeChristianSchools
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:
[533] https://twitter.com/c_stroop/status/1442892525841178643
[433] https://twitter.com/C_Stroop/status/1442892525841178643
[396] https://twitter.com/C_Stroop/status/1442831255670693892
[115] https://twitter.com/sweetinthegale/status/1442902177157050368
[92] https://twitter.com/C_Stroop/status/1442901902694387719
[88] https://twitter.com/manleashdog/status/1442921884073414658
[66] https://twitter.com/djsquashkid/status/1442977094489624578
[36] https://twitter.com/RLStollar/status/1406295930043703305
[36] https://twitter.com/nancywgonzalez/status/1442899421436399622
[25] https://twitter.com/tvandenburgh/status/1442917650351353857

Top URLs in Tweet in G1:
[246] https://twitter.com/C_Stroop/status/1442831255670693892
[54] https://twitter.com/sweetinthegale/status/1442902177157050368
[50] https://twitter.com/c_stroop/status/1442892525841178643
[33] https://twitter.com/manleashdog/status/1442921884073414658
[29] https://twitter.com/C_Stroop/status/1442892525841178643
[19] https://twitter.com/djsquashkid/status/1442977094489624578
[14] https://twitter.com/RLStollar/status/1406295930043703305
[11] https://twitter.com/nancywgonzalez/status/1442899421436399622
[7] https://twitter.com/vonnerdy/status/1442901096377114624
[4] https://twitter.com/saint__dymphna/status/1442897972732174339

Top URLs in Tweet in G2:
[28] https://twitter.com/c_stroop/status/1442892525841178643
[21] https://twitter.com/C_Stroop/status/1442892525841178643
[4] https://twitter.com/LissaJoStewart/status/1442922460077125634
[4] https://twitter.com/C_Stroop/status/1442901902694387719
[2] https://twitter.com/LadyJazzington/status/1442968433549668352
[2] https://www.fiverr.com/maxregan1/draw-a-detail-vector-line-art-illustrations-in-5-hours
[2] https://pastebin.com/yF7RDar5
[1] https://www.loc.gov/rr/scitech/GW&smallpoxinoculation.html
[1] https://www.youtube.com/watch?v=NKYPV6QPulA&feature=youtu.be

[1] https://twitter.com/ruth1e55/status/1442923842830168067

Top URLs in Tweet in G3:
[205] https://twitter.com/c_stroop/status/1442892525841178643
[193] https://twitter.com/C_Stroop/status/1442892525841178643
[65] https://twitter.com/C_Stroop/status/1442831255670693892
[37] https://twitter.com/djsquashkid/status/1442977094489624578
[36] https://twitter.com/sweetinthegale/status/1442902177157050368
[32] https://twitter.com/manleashdog/status/1442921884073414658
[20] https://twitter.com/tvandenburgh/status/1442917650351353857
[18] https://twitter.com/C_Stroop/status/1442896873681928192
[15] https://twitter.com/C_Stroop/status/1442901902694387719
[14] https://twitter.com/VonNerdy/status/1442901096377114624

Top URLs in Tweet in G4:
[197] https://twitter.com/c_stroop/status/1442892525841178643
[102] https://twitter.com/C_Stroop/status/1442892525841178643
[52] https://twitter.com/C_Stroop/status/1442831255670693892
[15] https://twitter.com/manleashdog/status/1442921884073414658
[12] https://twitter.com/sweetinthegale/status/1442902177157050368
[8] https://twitter.com/nancywgonzalez/status/1442899421436399622
[7] https://twitter.com/cmurawski/status/1442958867797725186
[5] https://twitter.com/C_Stroop/status/1442901902694387719
[5] https://twitter.com/VonNerdy/status/1442901096377114624
[3] https://twitter.com/akilbello/status/1442980360942465024

Top URLs in Tweet in G5:
[5] https://twitter.com/c_stroop/status/1442892525841178643
[3] https://twitter.com/C_Stroop/status/1442831255670693892
[2] https://twitter.com/djsquashkid/status/1442977094489624578
[2] https://twitter.com/manleashdog/status/1442921884073414658
[1] https://twitter.com/C_Stroop/status/1442892525841178643
[1] https://twitter.com/sweetinthegale/status/1442902177157050368
[1] https://twitter.com/RLStollar/status/1406295930043703305

Top URLs in Tweet in G6:
[2] https://twitter.com/enddemocracy/status/1442961752648519680
[1] https://twitter.com/c_stroop/status/1442892525841178643
[1] https://copeleylaw.com/blog/private-school-students-protected-less-sexual-abuse/

Top URLs in Tweet in G7:
[22] https://twitter.com/c_stroop/status/1442892525841178643
[14] https://twitter.com/C_Stroop/status/1442892525841178643
[6] https://twitter.com/C_Stroop/status/1442831255670693892
[3] https://twitter.com/andreakayeshow/status/1442956010461618182
[2] https://twitter.com/sweetinthegale/status/1442902177157050368
[2] https://twitter.com/djsquashkid/status/1442977094489624578
[2] https://twitter.com/stealyoredbull/status/1442973275324391424?s=19
[2] https://twitter.com/hellyeahsadie/status/1442975297775673347
[2] https://twitter.com/C_Stroop/status/1442901277495554049
[2] https://twitter.com/manleashdog/status/1442921884073414658

Top URLs in Tweet in G8:
[6] https://twitter.com/c_stroop/status/1442892525841178643
[5] https://twitter.com/C_Stroop/status/1442892525841178643
[5] https://twitter.com/sweetinthegale/status/1442902177157050368
[4] https://twitter.com/C_Stroop/status/1442831255670693892
[1] https://twitter.com/djsquashkid/status/1442977094489624578

Top URLs in Tweet in G9:
[66] https://twitter.com/C_Stroop/status/1442901902694387719
[10] https://twitter.com/C_Stroop/status/1442831255670693892
[7] https://twitter.com/c_stroop/status/1442892525841178643
[4] https://twitter.com/C_Stroop/status/1442892525841178643
[4] https://twitter.com/sweetinthegale/status/1442902177157050368
[2] https://twitter.com/manleashdog/status/1442921884073414658
[2] https://twitter.com/djsquashkid/status/1442977094489624578
[2] https://twitter.com/c_stroop/status/1442901902694387719
[2] https://www.newsweek.com/christian-teacher-rape-sex-abuse-school-students-708377
[1] https://twitter.com/bouquetofkisses/status/1442932925901598720

Top URLs in Tweet in G10:
[1] https://www.foxnews.com/media/nikki-haley-biden-contradictions-generals-milley
[1] https://www.univision.com/noticias/medio-ambiente/energia-verde-limpia-renovable-conservacion-cambio-climatico-planeta-companias-fotos-1?utm_campaign=UniNoticias&utm_medium=social&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[2208] twitter.com
[24] youtube.com
[21] huffpost.com
[12] northjersey.com
[12] summit.org
[7] cstroop.com
[5] fiverr.com
[4] cindywangbrandt.com
[3] cultinfos.com
[2] exposedbycmd.org

Top Domains in Tweet in G1:
[532] twitter.com
[3] cstroop.com
[2] exposedbycmd.org
[1] wikipedia.org
[1] summit.org
[1] northjersey.com
[1] youtube.com
[1] huffpost.com
[1] wordpress.com
[1] colorado.gov

Top Domains in Tweet in G2:
[86] twitter.com
[5] fiverr.com
[3] youtube.com
[3] cultinfos.com
[2] biblegateway.com
[2] amazon.com
[2] pastebin.com
[1] loc.gov
[1] soundcloud.com
[1] wixstatic.com

Top Domains in Tweet in G3:
[793] twitter.com
[11] summit.org
[9] northjersey.com
[6] huffpost.com
[4] cindywangbrandt.com
[3] cstroop.com
[2] youtube.com
[2] apnews.com
[2] trib.al
[2] thedailybeast.com

Top Domains in Tweet in G4:
[420] twitter.com
[1] denverite.com
[1] cstroop.com
[1] northjersey.com

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

Top Domains in Tweet in G6:
[3] twitter.com
[1] copeleylaw.com

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

Top Domains in Tweet in G8:
[21] twitter.com

Top Domains in Tweet in G9:
[100] twitter.com
[2] newsweek.com

Top Domains in Tweet in G10:
[1] foxnews.com
[1] univision.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6354] exposechristianschools
[42] emptythepews
[23] exvangelical
[23] abolishpublicschools
[15] freedomforgracie
[15] justiceforgrant
[13] schoolchoice
[12] vouchers
[11] pandastwtselfieday
[10] churchtoo



Top Hashtags in Tweet in G1:
[1428] exposechristianschools
[15] emptythepews
[4] churchtoo
[4] exposecatholiceducation
[4] truestory
[3] educationbeforeprofit
[2] exvangelical
[2] wead
[2] fascistagenda
[2] kochnetwork

Top Hashtags in Tweet in G2:
[614] exposechristianschools
[8] pandastwtselfieday
[6] psgmci
[5] njgovdebate
[4] lanat
[4] ن_سےننگی_لیگ
[4] nationalvoterregistrationday
[4] championsleague
[3] inzamamulhaq
[3] budhomeruncontest

Top Hashtags in Tweet in G3:
[2041] exposechristianschools
[18] emptythepews
[17] exvangelical
[15] freedomforgracie
[15] justiceforgrant
[11] schoolchoice
[11] vouchers
[6] exposechristianed
[5] churchtoo
[5] usa

Top Hashtags in Tweet in G4:
[620] exposechristianschools

Top Hashtags in Tweet in G5:
[227] exposechristianschools
[1] emptythepews

Top Hashtags in Tweet in G6:
[161] exposechristianschools
[23] abolishpublicschools
[1] exposegülenmovementschools
[1] democratsareevil

Top Hashtags in Tweet in G7:
[346] exposechristianschools
[3] searchthemall
[3] nativelivesmatter
[2] everychildmatters
[1] catholicschool
[1] trumprally
[1] churchtoo

Top Hashtags in Tweet in G8:
[166] exposechristianschools

Top Hashtags in Tweet in G9:
[158] exposechristianschools
[1] exposeamericanheritagegirls
[1] americanheritagegirls
[1] maga
[1] trumprally

Top Hashtags in Tweet in G10:
[6] exposechristianschools
[6] america
[3] ifdonaldtrumprunsin2024
[3] msnbc
[3] cnn
[3] foxnews
[3] foxbusiness
[3] fox
[3] jesus
[3] usa

Top Words
Top Words in Tweet in Entire Graph:
[6355] #exposechristianschools
[2054] schools
[1650] christian
[1429] school
[1229] public
[936] taught
[910] told
[748] teacher
[741] kids
[723] someone

Top Words in Tweet in G1:
[1428] #exposechristianschools
[418] schools
[407] christian
[401] someone
[376] flood
[329] c_stroop
[321] told
[309] public
[304] please
[281] hashtag

Top Words in Tweet in G2:
[615] #exposechristianschools
[232] school
[152] christian
[92] schools
[67] went
[61] one
[59] people
[54] teacher
[52] grade
[52] kids

Top Words in Tweet in G3:
[2041] #exposechristianschools
[575] school
[431] christian
[404] schools
[334] told
[322] taught
[301] teacher
[212] public
[200] c_stroop
[184] class

Top Words in Tweet in G4:
[620] #exposechristianschools
[305] taught
[202] never
[200] sex
[198] abuse
[197] sexual
[195] between
[195] marriage
[195] first
[195] lesson

Top Words in Tweet in G5:
[492] schools
[292] kids
[254] public
[227] #exposechristianschools
[154] christian
[148] share
[147] during
[146] children
[145] many
[145] white

Top Words in Tweet in G6:
[206] statistically
[161] #exposechristianschools
[140] public
[134] abuse
[120] school
[104] okay
[104] higher
[103] lower
[103] cases
[103] test

Top Words in Tweet in G7:
[346] #exposechristianschools
[126] schools
[92] public
[92] bible
[84] school
[79] education
[78] still
[77] including
[76] break
[76] hold

Top Words in Tweet in G8:
[195] schools
[166] #exposechristianschools
[104] christian
[93] kids
[90] private
[89] parents
[85] lot
[85] started
[85] white
[84] specifically

Top Words in Tweet in G9:
[158] #exposechristianschools
[67] worst
[66] organized
[66] religions
[66] cults
[66] christianity
[46] schools
[29] christian
[24] public
[19] someone

Top Words in Tweet in G10:
[6] #exposechristianschools
[6] #america
[5] foxnews
[4] uninoticias
[4] ajenews
[4] skynews
[4] cctv
[3] europe1
[3] lci
[3] franceinfo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[883] christian,schools
[519] public,schools
[491] hashtag,#exposechristianschools
[444] using,hashtag
[404] attended,christian
[379] extreme,authoritarian
[378] someone,attended
[378] kid,public
[377] schools,kid
[377] share,stories

Top Word Pairs in Tweet in G1:
[288] christian,schools
[248] attended,christian
[246] hashtag,#exposechristianschools
[243] using,hashtag
[242] someone,attended
[242] schools,kid
[242] kid,public
[242] public,understand
[242] understand,extreme
[242] extreme,authoritarian

Top Word Pairs in Tweet in G2:
[61] christian,school
[40] christian,schools
[28] high,school
[21] catholic,school
[20] public,schools
[20] public,school
[19] #exposechristianschools,trending
[16] school,#exposechristianschools
[15] went,christian
[13] sex,ed

Top Word Pairs in Tweet in G3:
[141] christian,schools
[139] christian,school
[121] hashtag,#exposechristianschools
[112] using,hashtag
[80] public,schools
[75] c_stroop,#exposechristianschools
[73] school,#exposechristianschools
[68] taxpayer,dollars
[67] attended,christian
[65] share,story

Top Word Pairs in Tweet in G4:
[196] sexual,abuse
[195] abuse,#exposechristianschools
[194] taught,sex
[194] sex,creates
[194] creates,soul
[194] soul,bond
[194] bond,between
[194] between,never
[194] never,undo
[194] undo,thus

Top Word Pairs in Tweet in G5:
[198] public,schools
[148] christian,schools
[144] many,christian
[144] schools,started
[144] started,during
[144] during,desegregation
[144] desegregation,white
[144] white,kids
[144] kids,wouldn
[144] wouldn,share

Top Word Pairs in Tweet in G6:
[110] public,school
[103] okay,statistically
[103] statistically,lower
[103] lower,cases
[103] cases,abuse
[103] abuse,public
[103] school,statistically
[103] statistically,higher
[103] higher,test
[103] test,scores

Top Word Pairs in Tweet in G7:
[78] public,schools
[74] #exposechristianschools,apply
[74] apply,public
[74] schools,bible
[74] bible,belt
[74] belt,still
[74] still,break
[74] break,law
[74] law,daily
[74] daily,including

Top Word Pairs in Tweet in G8:
[92] christian,schools
[85] schools,started
[85] schools,#exposechristianschools
[84] lot,private
[84] private,christian
[84] started,specifically
[84] specifically,white
[84] white,parents
[84] parents,send
[84] send,kids

Top Word Pairs in Tweet in G9:
[66] organized,religions
[66] religions,cults
[66] cults,christianity
[66] christianity,worst
[66] worst,#exposechristianschools
[22] christian,schools
[13] c_stroop,#exposechristianschools
[12] using,hashtag
[12] hashtag,#exposechristianschools
[10] end,marrying

Top Word Pairs in Tweet in G10:
[3] europe1,lci
[3] lci,franceinfo
[3] franceinfo,ajenews
[3] ajenews,rfi
[3] rfi,cnews
[3] cnews,cnni
[3] cnni,skynews
[3] skynews,afp
[3] afp,bbcbreaking
[3] bbcbreaking,dwnews

Top Replied-To
Top Replied-To in Entire Graph:
@c_stroop
@christianpost
@enddemocracy
@hello_madeline
@cinderings
@saint__dymphna
@braindeadzombi4
@hc_exvangelical
@lilithuntamed
@jadelia_paklena

Top Replied-To in G1:
@c_stroop
@cinderings
@hc_exvangelical
@hello_madeline
@mrsriggsy
@gumbo_goddess
@lilithuntamed
@christianpost
@sistermagpie
@rsokamoto

Top Replied-To in G3:
@c_stroop
@christianpost
@hello_madeline
@saint__dymphna
@braindeadzombi4
@lilithuntamed
@cinderings
@jadelia_paklena
@sistermagpie
@bchassler

Top Replied-To in G4:
@c_stroop
@lissajostewart
@christianpost
@rsokamoto

Top Replied-To in G5:
@c_stroop

Top Replied-To in G6:
@enddemocracy
@mikandynothem
@yungkock
@thelostoddity
@c_stroop
@scooberskent
@boppinhoppean
@isisgra

Top Replied-To in G7:
@c_stroop
@ruth1e55
@_rosecorcoran
@icylated
@christianpost
@bettybowers
@brokehomietank
@ariel_haymarket
@toptierscribe

Top Replied-To in G8:
@c_stroop

Top Replied-To in G9:
@c_stroop
@taradublinrocks

Top Replied-To in G10:
@uninoticias
@pantheomatic
@foxnews
@christianpost

Top Mentioned
Top Mentioned in Entire Graph:
@c_stroop
@hello_madeline
@sarahstankorb
@gumbo_goddess
@conservmillen
@calvary_now
@lilithuntamed
@foxnews
@enddemocracy
@europe1

Top Mentioned in G1:
@c_stroop
@hello_madeline
@childofelelyon_
@brchastain
@gumbo_goddess
@lilithuntamed
@conservmillen
@sarahstankorb
@the_deconverted
@itsinsideyou3

Top Mentioned in G2:
@writing_geeks

Top Mentioned in G3:
@c_stroop
@hello_madeline
@sarahstankorb
@gumbo_goddess
@conservmillen
@lilithuntamed
@libertyu
@standoxresto
@thekevingarcia_
@tboneator64

Top Mentioned in G4:
@fcasportsupdate
@fcaemergency
@gumbo_goddess

Top Mentioned in G6:
@enddemocracy

Top Mentioned in G7:
@calvary_now
@c_stroop
@swcs_patriots
@uniofoxford
@thebeatles
@paulmccartney

Top Mentioned in G9:
@hbomax

Top Mentioned in G10:
@foxnews
@europe1
@lci
@franceinfo
@ajenews
@rfi
@cnews
@cnni
@skynews
@afp

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@telesurtv
@iwd12
@lizditz
@dancas2
@givemepie360
@marthalynneowe1
@foggybottomgal
@n7irl
@missnisha6849

Top Tweeters in G1:
@frecklesxx20
@brendahazelhur1
@trumpwatchnews
@bad_woof
@dantresomi
@elkehollings
@inpoco
@suthernx
@oufenix
@dbble5

Top Tweeters in G2:
@warriorangelcas
@24sante_fr
@cracraft_teresa
@tanyacornfield
@servelan
@theomegavirus
@jonghyuns_angel
@willresistadmin
@chrisgordy1993
@info_aus

Top Tweeters in G3:
@dancas2
@givemepie360
@foggybottomgal
@missnisha6849
@jhamby
@cblazblaz
@patricklee6669
@llama_strudel
@the_lady_red
@whirledcitizen_

Top Tweeters in G4:
@marthalynneowe1
@1feralkat
@inforenique
@veggie64_leslie
@stanleycohenlaw
@masterprogram1
@mimitexasangel
@longfellowjean
@jrehnj
@charlierichmond

Top Tweeters in G5:
@docrocktex26
@buffaloon
@cynicalvision50
@ncfarmer321
@midusamom
@drmaggiesa
@amaliada
@denniscardiff
@godessofchaos71
@therevengerists

Top Tweeters in G6:
@dixieland__diva
@leepunzel
@vebo1991
@almostjingo
@tlepaz
@theextremista
@jdog_13
@mikandynothem
@dirtybirderic
@salfigurelli

Top Tweeters in G7:
@n7irl
@sar_oso
@hijcp
@arthur_affect
@jenasummerlin
@brendafb
@pjgtv44
@nobrtshnyobjs
@wendy_mcroberts
@drwhom42

Top Tweeters in G8:
@rebeccaswh
@alexagudelo10
@queennefertitir
@bluethxghts
@resisteye
@bleachedtaylor
@postscarcitypal
@hotleadenema
@geegeeakili
@thygeekgoddess

Top Tweeters in G9:
@kaffe_takk
@taradublinrocks
@lyve_wire
@cheetah1961
@vjhoff57
@fightfakenews4
@burgett_kerri
@twilgaming
@davidbeazley4
@lovethydog9

Top Tweeters in G10:
@telesurtv
@ntelevisa_com
@reuters
@actualidadrt
@guardian
@el_pais
@skynews
@cnbc
@telegraph
@foxnews


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