#ddj OR (data journalism), Twitter, 6/13/2022 9:08:42 PM, 278260


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#ddj OR (data journalism)_2022-06-13_09-30-02.xlsx
#ddj OR (data journalism)_2022-06-13_09-30-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 13, 2022
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3b0jPpd
@gijn
@this0499154500
@officialjiotv
@aidilarazak
@kkundrra
@rahah_ghazali
@telly_truth1
@gijnru
@colorstv
@nytimes

Top hashtags:
#tejran
#ddj
#dancedeewanejuniors
#tejasswiprakash
#karankundrra
#tejatroops

Description:
Description
The graph represents a network of 4,669 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 13 June 2022 at 16:34 UTC.

The requested start date was Monday, 13 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 22-hour, 45-minute period from Monday, 06 June 2022 at 01:01 UTC to Sunday, 12 June 2022 at 23:47 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 : 4669
Unique Edges : 1927
Edges With Duplicates : 11054
Total Edges : 12981
Number of Edge Types : 5
Replies to : 193
Mentions : 811
Tweet : 402
MentionsInRetweet : 6329
Retweet : 5246
Self-Loops : 425
Reciprocated Vertex Pair Ratio : 0.0127359214362437
Reciprocated Edge Ratio : 0.0251515151515152
Connected Components : 359
Single-Vertex Connected Components : 117
Maximum Vertices in a Connected Component : 3075
Maximum Edges in a Connected Component : 10359
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.262043
Graph Density : 0.0003028232486768
Modularity : 0.428224
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,669 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 13 June 2022 at 16:34 UTC.

The requested start date was Monday, 13 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 22-hour, 45-minute period from Monday, 06 June 2022 at 01:01 UTC to Sunday, 12 June 2022 at 23:47 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 : #ddj OR (data journalism)
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:
[29] https://gijn.org/2022/06/10/data-journalism-top-10-global-food-crisis-radiotherapy-gijn/
[12] https://gijn.org/2022/06/06/top-10-ddj-vooruzhennoe-nasilie-rossiyskie-maroderyi-i-politseyskie-faylyi-sintszyana/
[11] https://www.editorandpublisher.com/stories/how-data-journalism-can-save-local-news,229876
[9] https://istories.media/investigations/2022/06/09/million-zhalob-prezidentu/?utm_source=twitter&utm_medium=mainpage&utm_campaign=million-zhalob-prezidentu
[8] https://gijn.org/2022/06/03/data-journalism-top-10-gun-violence-xinjiang-police-files-therapy-wait-times-russian-war-looting/
[7] https://inside.mediahack.co.za/heres-what-i-learned-during-my-data-journalism-internship-435fc42fc0b9
[7] https://datajournalism.com/read/blog/data-journalism-event-ukraine-war
[6] https://inside.mediahack.co.za/talking-data-journalism-in-africa-with-catherine-gicheru-61f9a963449b
[6] https://careers.nzme.co.nz/jobs/1828631-multimedia-journalist-data
[5] https://datajournalism.com/read/blog/pyhton-and-r-for-data-journalism

Top URLs in Tweet in G2:
[1] https://twitter.com/hidoikyou/status/1533903175484289024
[1] https://www.instagram.com/accounts/login/?next=/tv/CeiwiBZNC4V/
[1] https://www.youtube.com/watch?v=M9ADnnpbKs4&feature=youtu.be


Top URLs in Tweet in G3:
[1] https://www.filmibeat.com/television/news/2022/tejasswi-prakash-got-down-on-one-knee-for-karan-kundrra-dance-deewane-juniors-actor-calls-her-doll-335815.html
[1] https://www.filmibeat.com/television/news/2022/tejasswi-prakash-to-co-host-dance-deewane-juniors-with-beau-karan-kundrra-335773.html
[1] https://www.instagram.com/accounts/login/?next=/tv/CeiwiBZNC4V/
[1] https://twitter.com/TejRanOfficials/status/1535529202803388417

Top URLs in Tweet in G4:
[2] https://www.youtube.com/watch?v=M9ADnnpbKs4&feature=youtu.be

[1] https://celebritytadka.com/dance-deewane-juniors-tejasswi-prakash-karan-kundrra-to-host-the-reality-show-together/
[1] https://www.youtube.com/watch?v=diHlwHRsbOY&feature=youtu.be

[1] https://www.instagram.com/bollylah
[1] https://twitter.com/UrbanAsian/status/1535593886315331584
[1] https://twitter.com/whatapity_1233/status/1535595504557428736
[1] https://www.instagram.com/accounts/login/?next=/p/CeqhyXXuG2I/
[1] https://www.instagram.com/accounts/login/?next=/reel/CeqisKMqTTU/
[1] https://twitter.com/omsingh111/status/1535603733580611585
[1] https://twitter.com/teteales/status/1535603368311238656

Top URLs in Tweet in G6:
[23] https://gijn.org/2022/06/10/data-journalism-top-10-global-food-crisis-radiotherapy-gijn/
[12] https://gijn.org/2022/06/06/top-10-ddj-vooruzhennoe-nasilie-rossiyskie-maroderyi-i-politseyskie-faylyi-sintszyana/
[7] https://inside.mediahack.co.za/heres-what-i-learned-during-my-data-journalism-internship-435fc42fc0b9
[6] https://inside.mediahack.co.za/talking-data-journalism-in-africa-with-catherine-gicheru-61f9a963449b
[4] https://gijn.org/2022/06/03/data-journalism-top-10-gun-violence-xinjiang-police-files-therapy-wait-times-russian-war-looting/
[4] https://inside.mediahack.co.za/we-train-journalists-from-africa-in-data-journalism-online-heres-what-we-ve-learned-f5bbcc8dca89
[4] http://www.verigazeteciligi.com/acliklik-haritasi/
[3] https://inside.mediahack.co.za/data-journalism-tools-and-resources-8df1c3d96c13
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fheres-what-i-learned-during-my-data-journalism-internship-435fc42fc0b9
[3] http://www.verigazeteciligi.com/hava-saldirisi-kanitlarini-ve-kaynaklarini-toplama-araclari/

Top URLs in Tweet in G7:
[4] https://www.editorandpublisher.com/stories/how-data-journalism-can-save-local-news,229876
[4] https://gijn.org/2022/06/10/data-journalism-top-10-global-food-crisis-radiotherapy-gijn/
[3] https://niemanreports.org/articles/bruce-schneier-data-journalism/
[2] https://gijn.org/2022/06/03/data-journalism-top-10-gun-violence-xinjiang-police-files-therapy-wait-times-russian-war-looting/
[2] https://kiripost.com/stories/ict-camp-throws-spotlight-on-open-data-and-data-journalism
[2] https://datajournalism.com/
[1] https://www.editorandpublisher.com/stories/how-data-journalism-can-save-local-news,229876#.Yp1lf7BPXmg.twitter
[1] https://twitter.com/bluefingers2021/status/1533309818072510464
[1] https://www.wsj.com/articles/elon-musk-sends-letter-to-twitter-requesting-data-on-spam-fake-accounts-11654521207
[1] https://tweetedtimes.com/v/2857

Top URLs in Tweet in G9:
[2] https://www.slowboring.com/p/america-needs-an-actual-plan-to-boost
[2] http://causality.cs.ucla.edu/blog/index.php/2020/07/06/race-covid-mortality-and-simpsons-paradox-by-dana-mackenzie/
[1] http://www.eia.gov/opendata/
[1] https://twitter.com/malinowski/status/1536002120507199489
[1] https://www.documentcloud.org/app
[1] https://twitter.com/jason_paladino/status/1534891155653017601
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8956338/
[1] https://twitter.com/gregggonsalves/status/1534877805753864198
[1] https://twitter.com/gregggonsalves/status/1535560766350315521
[1] https://twitter.com/gregggonsalves/status/1535557365755412480

Top URLs in Tweet in G10:
[1] https://twitter.com/ZappMM/status/1535265394289692674
[1] https://jobs.kstamedien.de/stellenangebote/Datenjournalist-Koelner-Stadt-Anzeiger-w-m-d-Koelner-Stadt-Anzeiger-Medien--4112868
[1] https://www.mirror.co.uk/news/uk-news/deadly-victorian-diseases-including-gout-27199084
[1] https://jobs.reachplc.com/job-description/id/012606
[1] https://www.tickettailor.com/events/journoresources/677051#

Top Domains
Top Domains in Tweet in Entire Graph:
[86] twitter.com
[65] gijn.org
[28] co.za
[17] datajournalism.com
[15] editorandpublisher.com
[13] youtube.com
[13] datacenterfrontier.com
[11] medium.com
[11] istories.media
[9] google.com

Top Domains in Tweet in G2:
[1] twitter.com
[1] instagram.com
[1] youtube.com

Top Domains in Tweet in G3:
[2] filmibeat.com
[1] instagram.com
[1] twitter.com

Top Domains in Tweet in G4:
[16] twitter.com
[5] youtube.com
[4] instagram.com
[1] celebritytadka.com

Top Domains in Tweet in G6:
[53] gijn.org
[28] co.za
[9] verigazeteciligi.com
[8] medium.com
[3] jamlab.africa
[2] youtube.com
[2] africadatahub.org
[1] list-manage.com
[1] cu-citizenaccess.org
[1] zoom.us

Top Domains in Tweet in G7:
[23] twitter.com
[8] gijn.org
[7] editorandpublisher.com
[4] google.com
[4] niemanreports.org
[3] co.uk
[3] datajournalism.com
[2] kiripost.com
[2] summit.tc
[2] earthjournalism.net

Top Domains in Tweet in G9:
[6] twitter.com
[2] slowboring.com
[2] ucla.edu
[2] columbia.edu
[1] eia.gov
[1] documentcloud.org
[1] nih.gov

Top Domains in Tweet in G10:
[1] twitter.com
[1] kstamedien.de
[1] co.uk
[1] reachplc.com
[1] tickettailor.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2306] tejran
[1753] ddj
[1355] dancedeewanejuniors
[1351] tejasswiprakash
[789] karankundrra
[696] tejatroops
[342] ddjwithkaran
[287] marzi
[285] kkundrasquad
[283] ddjwithtejran



Top Hashtags in Tweet in G2:
[700] dancedeewanejuniors
[628] tejran
[94] ddj
[40] karankundrra
[39] tejasswiprakash
[22] ddjwithtejran
[21] ddjwithkaran
[19] tejatroops
[13] shilpashetty
[10] naagin6

Top Hashtags in Tweet in G3:
[939] tejasswiprakash
[863] tejran
[741] ddj
[575] tejatroops
[373] karankundrra
[262] dancedeewanejuniors
[236] marzi
[236] kkundrasquad
[100] poshaffair
[25] naagin6

Top Hashtags in Tweet in G4:
[788] tejran
[763] ddj
[384] dancedeewanejuniors
[357] karankundrra
[352] tejasswiprakash
[304] ddjwithkaran
[234] ddjwithtejran
[95] tejatroops
[80] tejranfam
[78] karankundrra𓃵

Top Hashtags in Tweet in G5:
[239] only153

Top Hashtags in Tweet in G6:
[41] ddj
[24] ijf22
[24] geolocation
[10] datajournalism
[7] citiesforrent
[7] araç
[6] dataviz
[4] harita
[4] gıda
[2] nicar22

Top Hashtags in Tweet in G7:
[15] ddj
[8] journalism
[4] data
[4] datajournalism
[3] tejran
[3] tejasswiprakash
[3] karankundrra
[3] bigdata
[3] cdo
[3] cto

Top Hashtags in Tweet in G9:
[2] ddj
[1] opendata

Top Hashtags in Tweet in G10:
[4] ddj
[1] datenjournalismus
[1] visualization
[1] datawrapper
[1] journalismjobs
[1] journojobs

Top Words
Top Words in Tweet in Entire Graph:
[2334] #tejran
[2193] data
[1753] #ddj
[1548] wrote
[1361] #tejasswiprakash
[1355] #dancedeewanejuniors
[1118] officialjiotv
[1064] journalism
[957] hain
[916] going

Top Words in Tweet in G1:
[1544] wrote
[778] data
[774] met
[773] dept
[772] aidilarazak
[772] recently
[772] ask
[772] rainfall
[772] temperature
[772] back

Top Words in Tweet in G2:
[700] #dancedeewanejuniors
[693] officialjiotv
[628] #tejran
[552] entry
[551] aa
[551] hain
[549] weekend
[549] going
[549] crazy
[549] rahe

Top Words in Tweet in G3:
[939] #tejasswiprakash
[868] #tejran
[741] #ddj
[575] #tejatroops
[564] telly_truth1
[436] set
[374] #karankundrra
[337] stage
[336] hosting
[335] getting

Top Words in Tweet in G4:
[811] #tejran
[763] #ddj
[435] #karankundrra
[384] #dancedeewanejuniors
[355] #tejasswiprakash
[304] #ddjwithkaran
[259] kkundrra
[234] #ddjwithtejran
[203] day
[180] officialjiotv

Top Words in Tweet in G5:
[240] 2yrs
[239] #only153
[239] died
[239] purely
[239] covid
[239] cso
[239] june
[239] data
[239] excl
[239] dead

Top Words in Tweet in G6:
[214] data
[147] journalism
[93] gijn
[75] 10
[73] africa
[71] oxciej
[57] journalists
[46] calling
[45] в
[43] learn

Top Words in Tweet in G7:
[132] data
[118] journalism
[81] paper
[53] case
[44] rush
[31] open
[29] research
[29] analysis
[27] political
[27] study

Top Words in Tweet in G8:
[59] ctvcalgary
[59] current
[59] data
[59] bc
[59] surely
[59] shows
[59] boosters
[59] avoided
[59] especially
[59] elderly

Top Words in Tweet in G9:
[70] data
[48] journalism
[36] jeffjarvis
[30] gregggonsalves
[28] hot
[26] thing
[26] more
[25] days
[25] teaches
[25] scraping

Top Words in Tweet in G10:
[31] data
[24] anniegouk
[24] last
[24] week
[24] work
[24] before
[24] go
[24] maternity
[24] leave
[24] looking

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[896] weekend,going
[896] going,crazy
[896] crazy,#tejran
[896] #tejran,aa
[896] aa,rahe
[896] rahe,hain
[896] hain,iconic
[896] iconic,entry
[896] entry,dekhiye
[896] dekhiye,#dancedeewanejuniors

Top Word Pairs in Tweet in G1:
[773] met,dept
[772] recently,wrote
[772] wrote,met
[772] dept,ask
[772] ask,data
[772] data,rainfall
[772] rainfall,temperature
[772] temperature,wrote
[772] wrote,back
[772] back,cost

Top Word Pairs in Tweet in G2:
[549] weekend,going
[549] going,crazy
[549] crazy,#tejran
[549] #tejran,aa
[549] aa,rahe
[549] rahe,hain
[549] hain,iconic
[549] iconic,entry
[549] entry,dekhiye
[549] dekhiye,#dancedeewanejuniors

Top Word Pairs in Tweet in G3:
[335] #tejasswiprakash,getting
[335] getting,ready
[335] ready,rock
[335] rock,stage
[335] stage,hosting
[335] hosting,upcoming
[335] upcoming,episodes
[335] episodes,#tejatroops
[335] #tejatroops,#tejran
[335] #tejran,#ddj

Top Word Pairs in Tweet in G4:
[130] forget,tune
[127] officialjiotv,weekend
[127] weekend,going
[127] going,crazy
[127] crazy,#tejran
[127] #tejran,aa
[127] aa,rahe
[127] rahe,hain
[127] hain,iconic
[127] iconic,entry

Top Word Pairs in Tweet in G5:
[239] #only153,died
[239] died,purely
[239] purely,covid
[239] covid,2yrs
[239] 2yrs,cso
[239] cso,june
[239] june,data
[239] data,excl
[239] excl,dead
[239] dead,irish

Top Word Pairs in Tweet in G6:
[123] data,journalism
[46] calling,journalists
[36] journalists,learn
[36] learn,applying
[36] applying,data
[36] journalism,climate
[36] climate,crisis
[36] crisis,reporting
[36] reporting,join
[36] join,oxciej

Top Word Pairs in Tweet in G7:
[46] data,journalism
[27] case,study
[27] data,analysis
[26] commissions,dm
[26] study,case
[26] research,rrl
[26] rrl,thesis
[26] thesis,revision
[26] revision,term
[26] term,paper

Top Word Pairs in Tweet in G8:
[59] ctvcalgary,current
[59] current,data
[59] data,bc
[59] bc,surely
[59] surely,shows
[59] shows,boosters
[59] boosters,avoided
[59] avoided,especially
[59] especially,elderly
[58] brianbrownfoot,ctvcalgary

Top Word Pairs in Tweet in G9:
[28] data,journalism
[25] journalism,hot
[25] hot,thing
[25] thing,days
[25] days,gregggonsalves
[25] gregggonsalves,teaches
[25] teaches,more
[25] more,scraping
[25] scraping,data
[25] data,crunching

Top Word Pairs in Tweet in G10:
[24] last,week
[24] week,work
[24] work,before
[24] before,go
[24] go,maternity
[24] maternity,leave
[24] leave,looking
[24] looking,experienced
[24] experienced,data
[24] data,journalist

Top Replied-To
Top Replied-To in Entire Graph:
@colorstv
@kkundrra
@mod_russia
@rue89strasbourg
@itsmetejasswi
@toribarron13
@nytimes
@joaquindesonora
@natesilver538
@echalstrey

Top Replied-To in G1:
@ken5hin
@faiz_rukia
@firdauzero
@aidilarazak

Top Replied-To in G2:
@kkundrra

Top Replied-To in G3:
@itsmetejasswi
@kkundrra
@teju_my_bae
@fuddu_biased
@kush3004
@justtho83835845
@shamzbbfour

Top Replied-To in G4:
@colorstv
@kkundrra
@juhikiid
@urbanasian
@angelsworld05
@itsmetejasswi
@officialjiotv

Top Replied-To in G6:
@atanzi
@puddingviz
@coh_rhodeisland
@christinetatum

Top Replied-To in G8:
@ctvcalgary

Top Replied-To in G9:
@wstahl09
@gregggonsalves
@mattyglesias

Top Mentioned
Top Mentioned in Entire Graph:
@officialjiotv
@aidilarazak
@telly_truth1
@filmibeat
@kkundrra
@realeddiehobbs
@maneesha_111
@itsmetejasswi
@tanisha24755365
@koushanichakra5

Top Mentioned in G1:
@aidilarazak

Top Mentioned in G2:
@officialjiotv
@maneesha_111
@tanisha24755365
@theshilpashetty
@telly_truth1
@shubhashree2001
@whatapity_1233
@filmibeat
@anamikaajesh
@lakshu24

Top Mentioned in G3:
@telly_truth1
@officialjiotv
@filmibeat
@koushanichakra5
@celebritytadkaa
@tanisha24755365
@hushmizaaj
@tejran_4ever
@officialok332
@justis_things9

Top Mentioned in G4:
@kkundrra
@officialjiotv
@maneesha_111
@itsmetejasswi
@pyaarbarsaat
@antraontu
@biggbosskk
@tanisha24755365
@telly_truth1
@colorstv

Top Mentioned in G5:
@realeddiehobbs
@kierancuddihy

Top Mentioned in G6:
@gijn
@oxciej
@mediahackza
@outlierafrica
@bendobrown
@cen4infores
@gijnafrica
@_mamaili
@reuters

Top Mentioned in G8:
@brianbrownfoot
@ctvcalgary

Top Mentioned in G9:
@jeffjarvis
@gregggonsalves
@digiphile
@bj_bloom
@repmalinowski
@mattyglesias
@eiagov
@muckrock
@documentcloud
@derekkravitz

Top Mentioned in G10:
@anniegouk
@mdowideit
@cschmidt_5
@annabehrend
@dailymirror
@nhsdigital
@ndr
@journoresources

Top Tweeters
Top Tweeters in Entire Graph:
@_redfrog
@caligirlleftie
@thehill
@dailymirror
@eldiario
@infobae
@cotey_mary
@reuters
@gus_802
@business

Top Tweeters in G1:
@tenoq
@izzahnasir99
@itshnamir
@nanaazmi5
@tatadinosaur
@ahmadhaf1z
@pidutdin
@tbgsem
@nabilhussein
@hamdanalias83

Top Tweeters in G2:
@arunndabas
@khawajamuhimran
@jain17d
@kj26510053
@birla_panday
@chouhanjessica
@diyajindal13
@_btc101_
@sorosh18853301
@priya55024812

Top Tweeters in G3:
@shydarakshan143
@pranavi_bvd
@sushma21sush
@humtsoemeripeni
@samantadigal
@himanshjj
@shriyasisodiya
@teju_life
@pinkynandi1
@soumyajeetpaul7

Top Tweeters in G4:
@goodvibesonly77
@koyal_kang
@zoomtv
@angel_ank1
@sushmi198
@jasly20061611
@colorstv
@alinsamal1
@bollywood_life
@rajkyma58862836

Top Tweeters in G5:
@helenyates52
@madywaterer
@gazarty146
@godlak_1
@darrenbellreads
@ella4dogs
@cuteasducklings
@melissa72667366
@stpaddyofassisi
@gratsi4

Top Tweeters in G6:
@eldiario
@cotey_mary
@reuters
@business
@itswanda
@opensource_orgs
@lesechos
@washingtonpost
@vedatsamur
@usatoday

Top Tweeters in G7:
@jchapman1729
@suriyasubraman
@scopedbylarry
@marypcbuk
@patwhite70
@andhravilasnews
@grjenkin
@silvijakrebs
@klassalle
@2ihasan

Top Tweeters in G8:
@ctvcalgary
@nogenetherapy
@tgcts
@kauwhaka
@lindaja47377725
@action7kids
@abundanceadam
@babydoll921961
@smacwrestling
@bcmeggster

Top Tweeters in G9:
@eilonwy24
@gwinniejones
@mznikkinew
@digiphile
@erinofalaska
@jeffjarvis
@angeljimenez
@molavefinds
@espiegler
@arrianna_planey

Top Tweeters in G10:
@dailymirror
@nicebastard
@jeffreyjdean
@themediamentor
@nico
@ndr
@dersevenlive
@adders
@fiete_stegers
@davidottewell


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