schoolclosure, Twitter, 6/3/2021 8:33:52 AM, 256209


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schoolclosure_2021-06-03_00-34-17.xlsx
schoolclosure_2021-06-03_00-34-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 03, 2021
Short Description:
schoolclosure via NodeXL https://bit.ly/2SMMpRL
@thirdviewinfo
@un
@nvitweets
@lfe_ed
@unicef
@intl_ed_news
@pradeep45377304
@meenap71863237
@alnolan
@amitctweets

Top hashtags:
#schoolclosure
#covid19
#drawwithalan
#education
#campusguru
#schools
#keepcreativeirl

Description:
Description
The graph represents a network of 300 Twitter users whose tweets in the requested range contained "schoolclosure", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 03 June 2021 at 07:35 UTC.

The requested start date was Thursday, 03 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 92-day, 20-hour, 0-minute period from Monday, 01 March 2021 at 12:26 UTC to Wednesday, 02 June 2021 at 08:27 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 : 300
Unique Edges : 189
Edges With Duplicates : 377
Total Edges : 566
Number of Edge Types : 5
Tweet : 134
Mentions : 119
Retweet : 131
MentionsInRetweet : 175
Replies to : 7
Self-Loops : 142
Reciprocated Vertex Pair Ratio : 0.0170212765957447
Reciprocated Edge Ratio : 0.0334728033472803
Connected Components : 100
Single-Vertex Connected Components : 59
Maximum Vertices in a Connected Component : 57
Maximum Edges in a Connected Component : 108
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.393765
Graph Density : 0.0026644370122631
Modularity : 0.471707
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 300 Twitter users whose tweets in the requested range contained "schoolclosure", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 03 June 2021 at 07:35 UTC.

The requested start date was Thursday, 03 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 92-day, 20-hour, 0-minute period from Monday, 01 March 2021 at 12:26 UTC to Wednesday, 02 June 2021 at 08:27 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 : schoolclosure
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:
[6] https://campusguru.pk/ur/news/private-schools-cannot-bear-more-closures
[4] https://www.youtube.com/watch?v=3Dx5M4btxGA&feature=youtu.be

[3] https://apps.apple.com/gb/app-bundle/maths-resources-bundle/id1500194664
[2] https://nation.com.pk/29-May-2021/surging-covid-19-cases-lead-to-school-closure-in-afghanistan
[2] https://www.hrw.org/news/2021/05/17/pandemics-dire-global-impact-education
[2] https://www.edweek.org/teaching-learning/why-teachers-leave-or-dont-a-look-at-the-numbers/2021/05
[2] https://apps.apple.com/gb/app-bundle/world-geography-puzzles/id1511390969
[2] https://www.weareteachers.com/best-podcasts-for-kids/#.XnBWGH21QtA.twitter
[2] https://campusguru.pk/ur/news/exams-to-be-held-from-third-week-of-may-shafqat-mahmood
[2] https://campusguru.pk/ur/news/on-campus-classes-to-remain-suspended-till-april-28-ncoc

Top URLs in Tweet in G1:
[3] https://apps.apple.com/gb/app-bundle/maths-resources-bundle/id1500194664
[2] https://www.yourworldevents.com/2021/03/pakistan-extends-school-closures-amid.html?spref=tw
[2] https://www.summeradvantage.org/readingadvantage
[2] https://apps.apple.com/gb/app-bundle/world-geography-puzzles/id1511390969
[1] https://www.foxnews.com/us/berkeley-teachers-union-president-seen-dropping-daughter-off-at-in-person-preschool
[1] https://nporeports.com/yobe-closes-all-boarding-schools-over-kidnappings-7037
[1] https://twitter.com/i/web/status/1250231816323203072
[1] https://www.shorenewsnetwork.com/2021/03/09/frustrated-new-jersey-families-plan-march-13th-protest-against-school-closures/
[1] https://twitter.com/i/web/status/1369379458868723713
[1] https://www.attachmentmummy.com/2021/01/how-to-make-cute-alien-bookmark.html?utm_campaign=coschedule&utm_source=twitter&utm_medium=AttachmentMumma

Top URLs in Tweet in G2:
[2] https://www.hrw.org/news/2021/05/17/pandemics-dire-global-impact-education
[2] https://www.outlookindia.com/newsscroll/one-in-four-children-say-financial-woes-a-big-stress-factor-during-covid-lockdown-months-study/2052327
[1] https://www.unicef.org/press-releases/10-million-additional-girls-risk-child-marriage-due-covid-19
[1] https://twitter.com/i/web/status/1368892524081856516
[1] https://twitter.com/i/web/status/1372539480977121281
[1] https://theprint.in/india/64-kids-in-rural-india-fear-they-have-to-drop-out-if-not-given-additional-support-survey/625146/
[1] https://twitter.com/i/web/status/1373247334457483265
[1] https://twitter.com/i/web/status/1374623436220293120
[1] https://railwaychildren.org.in/blog/this-month-that-year-a-pandemic-of-child-rights-violations/
[1] https://twitter.com/i/web/status/1375304012266930182

Top URLs in Tweet in G3:
[2] https://www.edweek.org/teaching-learning/why-teachers-leave-or-dont-a-look-at-the-numbers/2021/05
[1] https://www.al-fanarmedia.org/2021/05/post-covid-19-arab-countries-need-new-approaches-to-education-u-n-official-says/#.YK2gt39XwvA.twitter
[1] https://www.bbc.com/news/education-56996245
[1] https://twitter.com/i/web/status/1368305401268219904
[1] https://www.theglobeandmail.com/canada/article-bc-students-to-take-standardized-tests-despite-educators-concerns/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.washingtonpost.com/education/pandemic-schools-students-missing/2021/02/25/f0b27262-5ce8-11eb-a976-bad6431e03e2_story.html?tid=ss_tw
[1] http://timesofindia.indiatimes.com/home/education/news/almost-50-unable-to-take-online-exam/articleshow/81198596.cms?utm_source=twitter.com&utm_medium=social&utm_campaign=TOIDesktop
[1] https://apnews.com/article/general-news-hungary-education-56cfbb87053bae8ede88830908bfc5b3
[1] https://twitter.com/i/web/status/1385624562767908865
[1] https://gemreportunesco.wordpress.com/2021/04/13/cancel-exams-what-is-an-appropriate-response-to-the-covid-19-disruption/

Top URLs in Tweet in G4:
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DbpF6yCWCTLo&q=EgS4SO-bGJeM4oUGIhAgkefyw04USUnZdlF48VleMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DXU1NkVLmCvM&q=EgS4SO-bGKyM4oUGIhDfblOkXzYE-hHXntGQXXgeMgFy
[1] https://twitter.com/i/web/status/1369225988878594049
[1] https://twitter.com/i/web/status/1371759416870064128
[1] https://twitter.com/i/web/status/1371759876259581953
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Df8Rp5b7icLc&q=EgS4SO-bGKKM4oUGIhD-Ac4a0WsMneFQFfXPEFVdMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DZ8wtZfBugFg&q=EgS4SO-bGJ6M4oUGIhDtL-ROr_AG8m5qU_ZbT9EiMgFy
[1] https://www.google.com/sorry/index?continue=https://youtube.com/watch%3Fv%3DbpF6yCWCTLo&q=EgS4SO-bGJmM4oUGIhDJ1b687HXVimbDVy5QHbX1MgFy
[1] https://www.rte.ie/culture/2021/0302/1200362-draw-with-alan-draw-a-chick-chick-chicken/
[1] https://twitter.com/i/web/status/1369974865588084737

Top URLs in Tweet in G5:
[4] https://www.youtube.com/watch?v=3Dx5M4btxGA&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://rightscorridor.com/800-million-children-worldwide-still-not-fully-back-in-classes-unicef/
[1] https://newsvibesofindia.com/covid-19-impact-could-result-in-10-mn-more-child-marriages-unicef-56370/
[1] https://newsvibesofindia.com/over-168-mn-children-missed-school-for-almost-a-year-due-to-lockdowns-unicef-56004/
[1] https://twitter.com/i/web/status/1368869812290547716
[1] https://our.today/unicef-report-cites-negative-impact-of-school-closures-affecting-millions-of-children-throughout-latin-america-and-the-caribbean/
[1] https://twitter.com/i/web/status/1368939570281115650

Top URLs in Tweet in G8:
[1] https://www.news-medical.net/news/20200825/Assessing-the-risk-of-COVID-19-outbreaks-once-schools-reopen.aspx

Top URLs in Tweet in G9:
[1] https://services.ecourts.gov.in/ecourtindiaHC/cases/display_pdf.php?filename=QnBUxJ6a3gIx%2B5SFrUiAoHDYN%2BBPuR%2Bplk8WSjl2ulBtIUcEaqLBLJcsznr%2Bs%2B2H&caseno=WP(C)/2600/2021&cCode=1&appFlag=
[1] https://twitter.com/i/web/status/1373484248137494528

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1385179116610146306
[1] https://twitter.com/i/web/status/1373932073245929479

Top Domains
Top Domains in Tweet in Entire Graph:
[70] twitter.com
[19] campusguru.pk
[5] apple.com
[5] google.com
[4] youtube.com
[3] rte.ie
[2] com.pk
[2] hrw.org
[2] indianexpress.com
[2] theprint.in

Top Domains in Tweet in G1:
[32] twitter.com
[5] apple.com
[2] yourworldevents.com
[2] summeradvantage.org
[2] eldrok.com
[1] foxnews.com
[1] nporeports.com
[1] shorenewsnetwork.com
[1] attachmentmummy.com
[1] writepure.com

Top Domains in Tweet in G2:
[7] twitter.com
[2] hrw.org
[2] theprint.in
[2] indianexpress.com
[2] outlookindia.com
[1] unicef.org
[1] org.in
[1] un.org
[1] tribuneindia.com
[1] theguardian.com

Top Domains in Tweet in G3:
[2] edweek.org
[2] twitter.com
[1] al-fanarmedia.org
[1] bbc.com
[1] theglobeandmail.com
[1] washingtonpost.com
[1] indiatimes.com
[1] apnews.com
[1] wordpress.com
[1] com.tw

Top Domains in Tweet in G4:
[5] google.com
[4] twitter.com
[3] rte.ie

Top Domains in Tweet in G5:
[4] youtube.com

Top Domains in Tweet in G6:
[2] newsvibesofindia.com
[2] twitter.com
[1] rightscorridor.com
[1] our.today

Top Domains in Tweet in G8:
[1] news-medical.net

Top Domains in Tweet in G9:
[1] gov.in
[1] twitter.com

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[161] schoolclosure
[52] covid19
[44] drawwithalan
[29] education
[19] campusguru
[17] schools
[15] keepcreativeirl
[15] covid19ireland
[14] createdontcontaminate
[14] news



Top Hashtags in Tweet in G1:
[52] schoolclosure
[11] covid19
[7] remotelearning
[6] education
[5] schools
[5] lockdown
[5] ipad
[5] term3
[4] onlinelearning
[4] ipadpro

Top Hashtags in Tweet in G2:
[8] schoolclosure
[6] education
[3] learninggap
[2] rte
[2] childmarriage
[2] childabuse
[2] digitaldivide
[2] research
[2] fln
[2] leadership

Top Hashtags in Tweet in G3:
[10] schoolclosure
[9] covid19
[3] us
[3] remotelearning
[2] pandemic
[2] india
[2] taiwan
[1] arabia
[1] school
[1] teachers

Top Hashtags in Tweet in G4:
[44] drawwithalan
[15] keepcreativeirl
[15] covid19ireland
[15] schoolclosure
[14] createdontcontaminate
[9] backtoschool
[6] schoolsreopening
[1] worldbookday
[1] keeponflapping
[1] happyeaster

Top Hashtags in Tweet in G5:
[4] budgetprivateschool
[4] schoolclosure
[4] up
[1] indiafightscorona

Top Hashtags in Tweet in G6:
[4] schools
[3] schoolclosure
[3] covid
[3] unicef
[2] education
[2] covid19
[2] schoolchildren
[2] pandemic
[1] children
[1] childmarriage

Top Hashtags in Tweet in G7:
[1] onpoli
[1] schoolclosure

Top Hashtags in Tweet in G8:
[1] children
[1] school
[1] education
[1] schoolclosure
[1] coronavirus
[1] hygiene
[1] covid19
[1] sarscov2

Top Hashtags in Tweet in G9:
[4] children
[3] schoolmerger
[3] schoolclosure

Top Hashtags in Tweet in G10:
[10] schoolclosure
[10] learning

Top Words
Top Words in Tweet in Entire Graph:
[161] #schoolclosure
[54] school
[52] #covid19
[49] tch
[44] #drawwithalan
[41] draw
[40] lockdown
[39] alnolan
[36] kids
[35] week

Top Words in Tweet in G1:
[52] #schoolclosure
[21] school
[11] #covid19
[10] closure
[9] schools
[7] pandemic
[7] #remotelearning
[7] learning
[6] #education
[6] parents

Top Words in Tweet in G2:
[12] covid
[9] 19
[8] #schoolclosure
[6] thirdviewinfo
[6] #education
[6] children
[5] education
[5] due
[5] school
[5] india

Top Words in Tweet in G3:
[10] #schoolclosure
[9] #covid19
[6] schools
[4] leave
[4] students
[4] taipei
[4] school
[4] until
[3] #us
[3] numbers

Top Words in Tweet in G4:
[49] tch
[44] #drawwithalan
[41] draw
[39] alnolan
[34] lockdown
[31] week
[29] along
[28] tuesday
[20] happy
[16] rte_culture

Top Words in Tweet in G5:
[4] teacher
[4] rural
[4] #budgetprivateschool
[4] raises
[4] question
[4] #schoolclosure
[4] #up
[4] watch
[3] amitctweets
[3] part

Top Words in Tweet in G6:
[13] unicef
[7] mn
[7] unicefindia
[7] unicefchief
[6] due
[4] risk
[4] #schools
[4] nvitweets
[4] 10
[4] child

Top Words in Tweet in G7:
[12] feeling
[12] parents
[12] scrambling
[12] right
[12] figure
[12] ll
[12] manage
[12] tomorrow
[12] kids
[12] set

Top Words in Tweet in G8:
[3] medrxivpreprint
[2] jdmunday
[2] kathsherratt
[2] sophiemeakin
[2] hoekjvan
[2] sbfnk
[2] assessing
[2] risk
[2] covid
[2] 19

Top Words in Tweet in G9:
[9] schools
[7] high
[7] smeodisha
[4] first
[4] primary
[4] being
[4] shut
[4] down
[4] #children
[4] need

Top Words in Tweet in G10:
[10] recover
[10] effects
[10] #schoolclosure
[10] seek
[10] address
[10] pre
[10] existing
[10] #learning
[10] crisis
[8] eddevtrust

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[31] tch,tch
[29] draw,along
[23] lockdown,draw
[19] covid,19
[19] happy,tuesday
[19] week,#drawwithalan
[16] #drawwithalan,lockdown
[15] #drawwithalan,draw
[15] rte_culture,featuring
[15] #keepcreativeirl,#covid19ireland

Top Word Pairs in Tweet in G1:
[5] school,closure
[4] school,closures
[4] #schoolclosure,#covid19
[4] covid,19
[3] #schools,#schoolclosure
[3] parents,think
[3] mental,health
[3] educational,institutions
[3] #k12,#maths
[3] #ipadpro,#remotelearning

Top Word Pairs in Tweet in G2:
[9] covid,19
[5] due,covid
[3] #education,#schoolclosure
[3] merely,school
[3] school,students
[3] students,india
[3] india,internet
[3] internet,access
[3] access,education
[3] education,disruption

Top Word Pairs in Tweet in G3:
[4] #schoolclosure,#covid19
[2] #us,teachers
[2] teachers,leave
[2] leave,look
[2] look,numbers
[2] numbers,lianaloewus
[2] lianaloewus,educationweek
[2] #taiwan,taipei
[2] taipei,taipei
[2] taipei,city

Top Word Pairs in Tweet in G4:
[31] tch,tch
[29] draw,along
[23] lockdown,draw
[19] happy,tuesday
[19] week,#drawwithalan
[16] #drawwithalan,lockdown
[15] #drawwithalan,draw
[15] #keepcreativeirl,#covid19ireland
[15] rte_culture,featuring
[14] alnolan,happy

Top Word Pairs in Tweet in G5:
[4] teacher,rural
[4] rural,#budgetprivateschool
[4] #budgetprivateschool,raises
[4] raises,question
[4] question,#schoolclosure
[4] #schoolclosure,#up
[4] #up,watch
[3] amitctweets,teacher
[3] watch,part

Top Word Pairs in Tweet in G6:
[7] unicef,unicefindia
[7] unicefindia,unicefchief
[4] 10,mn
[4] unicef,unicef
[3] mn,additional
[3] additional,girls
[3] girls,risk
[3] risk,child
[3] child,marriage
[3] marriage,due

Top Word Pairs in Tweet in G7:
[12] feeling,parents
[12] parents,scrambling
[12] scrambling,right
[12] right,figure
[12] figure,ll
[12] ll,manage
[12] manage,tomorrow
[12] tomorrow,kids
[12] kids,set
[11] caryn_lieberman,feeling

Top Word Pairs in Tweet in G8:
[2] jdmunday,medrxivpreprint
[2] medrxivpreprint,kathsherratt
[2] kathsherratt,sophiemeakin
[2] sophiemeakin,hoekjvan
[2] hoekjvan,sbfnk
[2] sbfnk,assessing
[2] assessing,risk
[2] risk,covid
[2] covid,19
[2] 19,outbreaks

Top Word Pairs in Tweet in G9:
[4] first,primary
[4] primary,schools
[4] schools,high
[4] high,schools
[4] schools,being
[4] being,shut
[4] shut,down
[4] down,smeodisha
[4] smeodisha,#children
[4] #children,need

Top Word Pairs in Tweet in G10:
[10] recover,effects
[10] effects,#schoolclosure
[10] #schoolclosure,seek
[10] seek,address
[10] address,pre
[10] pre,existing
[10] existing,#learning
[10] #learning,crisis
[8] eddevtrust,recover
[8] crisis,consider

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@alnolan
@rte_culture
@caryn_lieberman
@unicefindia
@unicef
@eddevtrust
@smeodisha
@unicefchief
@hkumed
@thirdviewinfo

Top Mentioned in G1:
@drandreaskruger
@write_pure
@yourworldevent1
@sweet_tooth19
@musakayrak

Top Mentioned in G2:
@thirdviewinfo
@madhukarbanuri
@siddeshsarma
@save_children
@unicefindia
@vgarad
@saurabh0
@saurabh06taneja
@suchethab
@romanashaikh

Top Mentioned in G3:
@lianaloewus
@educationweek
@bbcnews
@intl_ed_news
@alfanarmedia
@globeandmail
@bymoriah
@washingtonpost
@timesofindia
@ap

Top Mentioned in G4:
@alnolan
@rte_culture

Top Mentioned in G5:
@amitctweets
@part
@parthjshah
@kbsfed
@kumaranand
@amitvarma
@pkhanghta
@meetasengupta
@karthik_econ
@azadime

Top Mentioned in G6:
@unicef
@unicefindia
@unicefchief
@un
@nvitweets
@ministryw
@ministrywcd
@eduminofindia
@uwimona

Top Mentioned in G7:
@caryn_lieberman

Top Mentioned in G8:
@medrxivpreprint
@kathsherratt
@sophiemeakin
@hoekjvan
@sbfnk
@newsmedical
@jdmunday
@lshtm
@edinburghuni
@unileidennews

Top Mentioned in G9:
@smeodisha
@sameetpanda
@bimalpandia

Top Mentioned in G10:
@eddevtrust

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@indianexpress
@guardian
@timesofindia
@rt_himachal
@globeandmail
@meeksvs
@feldart
@bbcnews
@cia0c

Top Tweeters in G1:
@deccanchronicle
@attachmentmumma
@roznama_express
@flyingeze
@sweet_tooth19
@globalpandemics
@shorenewsnj
@tomtolkien
@nadirdaman
@hotcountry1035

Top Tweeters in G2:
@indianexpress
@guardian
@thetribunechd
@theprintindia
@hrw
@sallyhayd
@save_children
@ruchikumar
@reetiks
@vineetnayar

Top Tweeters in G3:
@timesofindia
@globeandmail
@bbcnews
@washingtonpost
@ap
@qbk_jitensya
@educationweek
@bbc5live
@unesco
@taiwannews886

Top Tweeters in G4:
@stephen_c_ward
@thingsyouneed2k
@sarahwebbishere
@dlr_libraries
@aidcourtney
@irishcomicnews
@obrienpress
@jason1kent
@rte_culture
@draiocht_blanch

Top Tweeters in G5:
@meetasengupta
@realitycheckind
@amitctweets
@amitvarma
@shivanan09
@haryannvi
@nisaedu
@james_tooley
@pkhanghta
@parthjshah

Top Tweeters in G6:
@un
@unicef
@ministrywcd
@unicefindia
@nvitweets
@eduminofindia
@unicefchief
@meenap71863237
@uwimona
@rightscorridor

Top Tweeters in G7:
@meeksvs
@torontoddg
@wouldstaley93
@ambermac
@rebeccalee83
@hinapansari
@caryn_lieberman
@scimom538
@pmcgoldrick27
@denyselynch3

Top Tweeters in G8:
@newsmedical
@unileiden
@medrxivpreprint
@alina_garner
@lshtm
@edinburghuni
@unileidennews
@sbfnk
@jdmunday
@kathsherratt

Top Tweeters in G9:
@bimalpandia
@sameetpanda
@hkkhatua
@kumbharremanand
@dheeraj21186
@odisharte
@smeodisha
@sagarikaray13

Top Tweeters in G10:
@sandra_bax
@ukfiet
@ekitabu
@eddevtrust
@mapleadvisory
@drivenetkenya
@eddevtrustssa
@theruralitarian


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