aaas, Twitter, 9/28/2019 2:22:21 AM, 211198


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aaas_2019-09-27_18-54-29.xlsx
aaas_2019-09-27_18-54-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 28, 2019
Short Description:
aaas via NodeXL http://bit.ly/2lReRSw
@aaas
@aaas_stpf
@1toaster001
@and_drew272
@uk_aaas
@nytimes
@itstheatmospher
@dr_past
@raewynngrant
@bigskyrad

Top hashtags:
#nuest
#bts
#climatechange
#howwerespond
#peing
#質問箱
#stem
#aaas
#science
#womeninstem

Description:
Description
The graph represents a network of 4,587 Twitter users whose tweets in the requested range contained "aaas", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 28 September 2019 at 01:55 UTC.

The requested start date was Friday, 27 September 2019 at 00:01 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 8-day, 16-hour, 22-minute period from Wednesday, 18 September 2019 at 07:37 UTC to Friday, 27 September 2019 at 00:00 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 : 4587
Unique Edges : 6374
Edges With Duplicates : 3004
Total Edges : 9378
Number of Edge Types : 3
Mentions : 7145
Tweet : 1336
Replies to : 897
Self-Loops : 1336
Reciprocated Vertex Pair Ratio : 0.0428084968380088
Reciprocated Edge Ratio : 0.0821023169025035
Connected Components : 752
Single-Vertex Connected Components : 359
Maximum Vertices in a Connected Component : 1774
Maximum Edges in a Connected Component : 5161
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.909724
Graph Density : 0.00030571427566348
Modularity : 0.621945
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[107] https://vote.aaavietnam2019.com.vn/#!/
[28] https://www.sciencemag.org/news/2019/09/senate-bill-would-give-nih-3-billion-2020-or-77-boost
[18] https://howwerespond.aaas.org/
[17] https://vote.aaavietnam2019.com.vn/
[17] https://www.aaas.org/membership/member-spotlight/lindsay-yazzolino-helps-visually-impaired-people-engage-science
[12] https://science.sciencemag.org/content/365/6459/1221
[12] https://www.sciencemag.org/news/2019/09/microbe-got-man-drunk-could-help-explain-common-liver-disease
[10] https://aaavietnam2019.com.vn/pre-vote/korea
[10] https://howwerespond.aaas.org/communities/
[10] https://www.sciencemag.org/news/2019/09/study-dna-spread-genetically-modified-mosquitoes-prompts-backlash

Top URLs in Tweet in G1:
[5] https://howwerespond.aaas.org
[5] https://www.sciencemag.org/news/2019/09/there-s-no-scenario-stops-sea-level-rise-century-dire-un-climate-report-warns
[5] https://howwerespond.aaas.org/
[4] https://www.sciencemag.org/careers/2018/09/how-find-right-place-your-phd-or-postdoc
[4] https://howwerespond.aaas.org/community-spotlight/a-crippled-oregon-shellfish-hatchery-spawns-better-ocean-monitoring-systems/
[4] https://www.agu.org/Plan-for-a-Meeting/AGUMeetings/Meetings-Resources/Meetings-code-of-conduct
[4] https://egu2019.eu/about_and_support/rules_of_conduct.html
[4] https://www.aaas.org/news/marine-dead-zones-gulf-mexico-are-expected-last-decades?utm_source=twitter&utm_medium=news_tweet_button&utm_content=marine-dead-zones-gulf-mexico-are-expected-last-decades&utm_campaign=aaasorg_news
[4] https://www.sigmaxi.org/news/keyed-in/post/keyed-in/2019/09/20/2019-october-madness-elite-8
[4] https://asunow.asu.edu/20190918-jenkins-selected-aaas-ifthen-ambassador

Top URLs in Tweet in G2:
[5] https://www.forbes.com/sites/andrewwight/2019/09/22/how-do-you-tell-colombian-kids-a-science-yarn-with-crochet/#3a9e6e2e1203
[4] https://www.scienceforseminaries.org/apply-for-a-grant/
[3] http://go.stpf-aaas.org/OE-2019-09-19-Chat-App-Interview-Process-2_LP-Registration-s.html
[3] https://www.nap.edu/catalog/24810/principles-and-practices-for-a-federal-statistical-agency-sixth-edition
[3] https://leshnerfellows.aaas.org/
[3] https://twitter.com/jenniferspearl/status/1176966259214356480
[2] https://medium.com/@STPF/scientists-ask-not-1be97df04237
[2] http://www.stpf-aaas.org/
[2] https://www.aaas.org/membership/member-spotlight/aaas-ifthenr-ambassadors-program-provides-women-role-models-stem-young
[2] https://www.ifthenshecan.org/wp-content/uploads/2019/09/AAAS-IF-THEN-Ambassador-List_final_9.9.pdf

Top URLs in Tweet in G3:
[9] https://www.sciencemag.org/news/2019/09/three-billion-north-american-birds-have-vanished-1970-surveys-show
[7] https://www.sciencemag.org/news/2019/09/study-dna-spread-genetically-modified-mosquitoes-prompts-backlash
[5] https://howwerespond.aaas.org/
[5] https://www.sciencemag.org/news/2019/09/microbe-got-man-drunk-could-help-explain-common-liver-disease
[5] https://asunow.asu.edu/20190918-jenkins-selected-aaas-ifthen-ambassador
[5] https://www.sciencemag.org/news/2019/09/machu-picchu-was-built-over-major-fault-zones-now-researchers-think-they-know-why
[5] https://peing.net/ja/ri_aaas?p=auto
[3] https://www.sciencemag.org/news/2019/09/artificial-intelligence-could-predict-el-ni-o-18-months-advance
[3] https://www.sciencemag.org/news/2019/09/kashmirs-communication-blackout-devastating-blow-academics-researchers-say
[3] https://www.sciencemag.org/news/2019/09/can-world-make-chemicals-it-needs-without-oil

Top URLs in Tweet in G4:
[11] https://vote.aaavietnam2019.com.vn/#!/

Top URLs in Tweet in G5:
[20] https://vote.aaavietnam2019.com.vn/#!/
[1] https://twitter.com/mxgoesglobal/status/1169435543001808896?s=19
[1] https://vote.aaavietnam2019.com.vn
[1] https://aaavietnam2019.com.vn/pre-vote/korea

Top URLs in Tweet in G6:
[69] https://vote.aaavietnam2019.com.vn/#!/
[1] https://vote.aaavietnam2019.com.vn/
[1] https://twitter.com/Melodia_Muse/status/1176459906334916608

Top URLs in Tweet in G7:
[2] https://aaavietnam2019.com.vn/pre-vote/korea
[1] https://vote.aaavietnam2019.com.vn/#!/
[1] https://vote.aaavietnam2019.com.vn/

Top URLs in Tweet in G8:
[7] https://twitter.com/damarishill/status/1174676797092483073
[2] https://uknow.uky.edu/campus-news/uks-new-faculty-hires-taking-african-american-africana-studies-next-level
[2] https://twitter.com/bradinsalem/status/1174706669890211842
[2] https://aaas.as.uky.edu/black-studies-50-celebration-history-african-american-and-africana-studies-uk-0
[1] https://twitter.com/macfound/status/1176827437855830018
[1] https://twitter.com/crystalwilki/status/1175181621361827840
[1] http://uknow.uky.edu/uk-happenings/symposium-celebrate-50-years-black-studies-uk?utm_medium=social
[1] https://twitter.com/MedAnthroKY/status/1174275023974150144
[1] https://criticalracedigitalstudies.com/syllabus/
[1] https://www.radicalhistoryreview.org/abusablepast/?p=2907

Top URLs in Tweet in G9:
[2] https://www.aaas.org/sites/default/files/06282016.pdf

Top URLs in Tweet in G10:
[4] https://twitter.com/Turki_alalshikh
[4] https://www.instagram.com/turkialalshik
[4] https://www.youtube.com/c/TurkiAlalshikh
[2] https://twitter.com/jdeed2002/status/1175796557180002304
[2] https://www.makani.com.sa
[2] https://twitter.com/naxx15_/status/1175415790931238917
[1] https://twitter.com/U_D_Almeria
[1] https://twitter.com/UDAlmeria_Arab
[1] https://instagram.com/udalmeria?igshid=1iacquys9bij
[1] https://www.youtube.com/channel/UCmEvpX91oYzK06KqopnGvjA

Top Domains
Top Domains in Tweet in Entire Graph:
[352] sciencemag.org
[246] twitter.com
[209] aaas.org
[139] com.vn
[97] peing.net
[45] youtube.com
[26] automotiveattributionsummit.com
[19] zabuu.site
[16] eurekalert.org
[13] co.jp

Top Domains in Tweet in G1:
[100] sciencemag.org
[63] aaas.org
[22] twitter.com
[19] youtube.com
[8] eurekalert.org
[6] sigmaxi.org
[5] asu.edu
[4] facebook.com
[4] agu.org
[4] egu2019.eu

Top Domains in Tweet in G2:
[40] aaas.org
[38] twitter.com
[7] forbes.com
[6] stpf-aaas.org
[4] medium.com
[4] scienceforseminaries.org
[4] ifthenshecan.org
[3] instagram.com
[3] nap.edu
[3] mailchi.mp

Top Domains in Tweet in G3:
[129] sciencemag.org
[49] twitter.com
[25] aaas.org
[5] com.vn
[5] asu.edu
[5] peing.net
[3] e-physician.info
[2] newkerala.com
[2] movi.st
[1] knowledgespeak.com

Top Domains in Tweet in G4:
[11] com.vn

Top Domains in Tweet in G5:
[22] com.vn
[1] twitter.com

Top Domains in Tweet in G6:
[70] com.vn
[1] twitter.com

Top Domains in Tweet in G7:
[4] com.vn

Top Domains in Tweet in G8:
[12] twitter.com
[6] uky.edu
[2] macfound.org
[2] duke.edu
[1] criticalracedigitalstudies.com
[1] radicalhistoryreview.org
[1] brook.gs
[1] wunc.org
[1] slate.com
[1] lithub.com

Top Domains in Tweet in G9:
[2] aaas.org

Top Domains in Tweet in G10:
[12] twitter.com
[5] instagram.com
[5] youtube.com
[2] com.sa

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[128] nuest
[126] bts
[103] climatechange
[96] howwerespond
[92] peing
[92] 質問箱
[86] stem
[84] aaas
[64] science
[60] womeninstem



Top Hashtags in Tweet in G1:
[62] howwerespond
[59] rt
[48] climatechange
[42] science
[17] aaas
[14] inequality
[12] sciencemagarchives
[10] coveringclimatenow
[10] artificialintelligence
[10] womeninstem

Top Hashtags in Tweet in G2:
[61] stem
[49] womeninstem
[39] scipol
[35] ifthenshecan
[30] sciengage
[26] brooklyn
[24] phd
[23] lablife
[23] 365today
[19] yaaas

Top Hashtags in Tweet in G3:
[14] aaas
[10] 今週のscience
[10] サイエンス誌
[10] 翻訳
[5] science
[4] 科学の方法
[3] stem
[3] artificialintelligence
[2] climatechange
[2] climateaction

Top Hashtags in Tweet in G4:
[2] whodoulove
[2] loveu
[1] iheartdaystage
[1] monsta_x
[1] x_phenomenon
[1] monstax
[1] alwaysbymonstaxside
[1] fortheloveofit

Top Hashtags in Tweet in G5:
[1] monsta_x
[1] 몬스터엑스

Top Hashtags in Tweet in G6:
[128] nuest
[1] 뉴이스트

Top Hashtags in Tweet in G7:
[125] bts
[5] mpn
[5] army
[5] boywithluv
[2] pcas
[2] themusicvideo

Top Hashtags in Tweet in G8:
[13] blackstudies
[6] ukaaas50
[4] macfellow
[2] bbn
[2] africanamericanstudies
[2] nbawards
[2] backchannel
[2] eve
[1] blackwomenradicals
[1] criticalracedigitalstudies

Top Hashtags in Tweet in G9:
[2] climatechange
[1] climatecrisis
[1] climatebrawl

Top Hashtags in Tweet in G10:
[2] الهلال_التعاون_وحده_بوحده
[2] كارديال
[2] هديه_العبداللطيف_iphone11
[2] الأهلي_النصر
[2] الهلال
[2] فيديو_الهلال
[2] استاد_الملك_فهد
[1] تركي_ال_الشيخ
[1] من_يعالج_فاطمه_بنت_الاحساء
[1] معك_للقمة

Top Words
Top Words in Tweet in Entire Graph:
[2756] Words in Sentiment List#1: Positive
[1011] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[97541] Non-categorized Words
[101310] Total Words
[2836] aaas
[682] science
[498] vote
[370] s
[337] voting

Top Words in Tweet in G1:
[453] aaas
[112] science
[70] s
[62] #howwerespond
[60] new
[59] #rt
[48] #climatechange
[46] thanks
[44] sciencemagazine
[43] way

Top Words in Tweet in G2:
[320] aaas
[181] ifthenshecan
[176] aaas_stpf
[139] meetascientist
[88] science
[82] ambassadors
[76] ambassador
[67] s
[61] policy
[61] #stem

Top Words in Tweet in G3:
[378] aaas
[155] science
[42] s
[23] now
[20] new
[18] up
[15] researchers
[14] american
[14] #aaas
[13] climate

Top Words in Tweet in G4:
[243] aaas
[210] officialmonstax
[208] monbebe
[206] vote
[202] monsta
[202] x
[197] giveaway
[197] rules
[197] mbf
[197] enter

Top Words in Tweet in G5:
[305] voting
[206] aaas
[113] monbebe
[73] attention
[73] someone
[73] twt
[73] mentioned
[73] fb
[73] page
[73] took

Top Words in Tweet in G6:
[158] aaas
[153] vote
[140] nuest
[128] go
[128] #nuest
[113] next
[91] 10
[83] everyone
[83] liked
[83] tweet

Top Words in Tweet in G7:
[225] kết
[225] thúc
[179] 9
[177] teambts_vn
[175] aaas
[168] 00
[165] 29
[165] 20
[127] 31
[125] #bts

Top Words in Tweet in G8:
[76] uk_aaas
[43] mysoulisinhaiti
[38] black
[34] studies
[29] panel
[23] universityofky
[21] s
[21] series
[18] 50
[17] damarishill

Top Words in Tweet in G9:
[9] science
[5] scientific
[5] aaas
[4] t
[4] american
[4] peer
[4] reviewed
[4] nature
[4] journals
[4] weekly

Top Words in Tweet in G10:
[37] من
[34] الله
[21] في
[20] يوميا
[20] الآية
[18] على
[15] شاء
[15] عن
[12] turki_alalshikh
[12] https

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[299] science,aaas
[250] vote,aaas
[225] kết,thúc
[222] monsta,x
[199] officialmonstax,vote
[198] x,giveaway
[198] giveaway,rules
[198] rules,mbf
[198] mbf,enter
[198] enter,monbebe

Top Word Pairs in Tweet in G1:
[59] #rt,aaas
[41] thanks,aaas
[33] aaas,aaasmembers
[33] aaasmembers,highlighting
[33] highlighting,science
[33] science,despite
[33] despite,gasecofstate
[33] gasecofstate,attempt
[33] attempt,cherry
[33] cherry,pick

Top Word Pairs in Tweet in G2:
[114] aaas,ifthenshecan
[60] ifthenshecan,ambassadors
[38] ifthenshecan,ambassador
[35] check,out
[34] ifthenshecan,aaas
[33] science,technology
[30] aaas,ambassador
[27] technology,policy
[25] policy,fellowship
[24] #sciengage,#phd

Top Word Pairs in Tweet in G3:
[122] science,aaas
[12] science,technology
[10] technology,policy
[10] aaas,science
[10] #今週のscience,#サイエンス誌
[10] #サイエンス誌,#aaas
[10] #aaas,#翻訳
[9] three,billion
[9] billion,north
[9] north,american

Top Word Pairs in Tweet in G4:
[202] monsta,x
[199] vote,aaas
[198] officialmonstax,vote
[197] x,giveaway
[197] giveaway,rules
[197] rules,mbf
[197] mbf,enter
[197] enter,monbebe
[197] monbebe,tag
[197] tag,officialmonstax

Top Word Pairs in Tweet in G5:
[112] voting,aaas
[73] attention,someone
[73] someone,twt
[73] twt,mentioned
[73] mentioned,fb
[73] fb,page
[73] page,aaas
[73] aaas,voting
[73] voting,took
[73] took,chance

Top Word Pairs in Tweet in G6:
[83] everyone,liked
[83] liked,tweet
[83] tweet,go
[83] go,vote
[83] vote,#nuest
[83] #nuest,aaas
[83] aaas,seeing
[83] seeing,nu'est
[83] nu'est,happy
[83] happy,thriving

Top Word Pairs in Tweet in G7:
[225] kết,thúc
[165] 29,9
[165] 20,00
[123] sử,dụng
[123] dụng,tất
[122] aaas,18
[122] 18,31
[122] 31,7
[122] 7,416
[122] 416,224

Top Word Pairs in Tweet in G8:
[27] black,studies
[16] uk_aaas,damarishill
[13] mysoulisinhaiti,uk_aaas
[13] series,opportunity
[13] opportunity,acknowledge
[13] acknowledge,impact
[13] impact,#blackstudies
[13] #blackstudies,dukeu
[13] dukeu,s
[13] s,better

Top Word Pairs in Tweet in G9:
[4] scientific,american
[4] peer,reviewed
[4] reviewed,nature
[4] nature,journals
[3] doesn,t
[2] journals,science
[2] science,weekly
[2] weekly,aaas
[2] subscription,scientific
[2] t,read

Top Word Pairs in Tweet in G10:
[14] شاء,الله
[12] https,t
[12] t,co
[10] صفحة,من
[10] من,القران
[10] القران,يوميا
[10] يوميا,كفيلة
[10] كفيلة,بأن
[10] بأن,تبعدك
[10] تبعدك,عن

Top Replied-To
Top Replied-To in Entire Graph:
@taki_aaas
@tanueki
@aaas
@raewynngrant
@ekimemomaru
@aaas_2q
@nypr_ekmm
@hollindaze
@aaas_sv
@ara_jiru

Top Replied-To in G1:
@aaas
@jesswade
@sarah_mojarad
@energy
@appellemoichloe
@rickkemp202
@drchristapl
@rowanmartindale
@bat__go
@ornldirector

Top Replied-To in G2:
@hollindaze
@meetascientist
@julianjon
@m_ferreiradvm
@belletucker11
@aaas
@gdigm
@steph_guerra
@stephmdavis
@scipolsam

Top Replied-To in G3:

Top Replied-To in G4:
@officialmonstax
@idolator
@jjookyun

Top Replied-To in G6:
@stefanievictor1
@pockyjelly0608

Top Replied-To in G8:
@mysoulisinhaiti
@uk_aaas
@rhamilton44
@ukagriculture

Top Replied-To in G9:
@zebrabrat
@mjesten
@desenviron
@jlakely
@doom37455413

Top Replied-To in G10:
@turki_alalshikh
@aaas__98
@fut_fifaa
@ifaris_fcb
@7amb_
@ikdzhr_1937
@iyosx
@officialhsn
@nabilahmedd
@m7snfirst

Top Mentioned
Top Mentioned in Entire Graph:
@aaas
@officialmonstax
@ifthenshecan
@heoniboy
@aaas_stpf
@teambts_vn
@meetascientist
@melodia_muse
@marieclaire
@cooklhyun

Top Mentioned in G1:
@aaas
@sciencemagazine
@gasecofstate
@rad_atl
@mit
@newsfromscience
@jesswade
@aaas_stpf
@ornl

Top Mentioned in G2:
@aaas
@aaas_stpf
@ifthenshecan
@meetascientist
@gdigm
@cbsunstoppable
@anamaporras
@_thedailysass
@montclarelabs
@aaasmember

Top Mentioned in G3:
@rathor__
@_____glamorous
@axeleraagency
@vittarlover_
@wolfbangchan
@sahinmt0638
@vajd_

Top Mentioned in G4:
@officialmonstax
@heoniboy
@threebraincell
@dearkkyun
@cooklhyun
@bebewonnie
@theellenshow
@nanamx_

Top Mentioned in G5:
@cooklhyun
@dearkkyun
@mxgoesglobal
@nanamx_
@officialmonstax
@heoniboy
@threebraincell

Top Mentioned in G6:
@melodia_muse
@nuestsynergy
@runningmsjnuest
@nuestnews
@nue5t
@lovetaest
@zeeraahh

Top Mentioned in G7:
@teambts_vn
@bts_twt

Top Mentioned in G8:
@uk_aaas
@mysoulisinhaiti
@universityofky
@damarishill
@dukeu
@newblackman
@carnegiecenter
@jbhedotcom
@ukgattoncollege
@dukeaaas

Top Mentioned in G9:
@geraldkutney
@iluvco2
@polanimalaus
@altus_arc
@sueytonius
@ingersolrobert
@atomskssanakan
@roypentland
@craigthomler
@david_hanselman

Top Mentioned in G10:
@turki_alalshikh
@holy_quran4
@khlved
@souza5
@arsnaly_3bee6
@mawaridmanpower
@nahjaltakwa
@fut_fifaa
@3bood__plus
@xbrhm1

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@japan_lawson
@marshawright
@abematv
@environmentguru
@koltovskoyyakov
@monicasloves
@matiere
@rjber15
@freiewelteu

Top Tweeters in G1:
@b140tweet
@guardian
@benstancliff
@nembotavy_0101
@dwatchnews
@__stellaaaar
@meeksvs
@kskm3
@kindlee55
@stfuimtweetn0_o

Top Tweeters in G2:
@ligayaloyola
@rosenchild
@thr
@adekleine
@latimes
@ifindinternship
@forbes
@lcby
@cook68442157e
@dnlee5

Top Tweeters in G3:
@cas_2050001283
@koltovskoyyakov
@freiewelteu
@airiters
@pops131
@enjeuxenergies
@f_k_t_
@drpatfarrell
@nyeongnight
@gohsuket

Top Tweeters in G4:
@byunxchae
@monbee_
@mintjoonie
@honechaes
@monmerrybebe
@carolyoungbam
@stan_hyungmeme
@monfulcarat
@nada_haru
@idolator

Top Tweeters in G5:
@haneul514
@wenbebex
@wonnieheonnie
@daebakmonstax
@ravnunu
@amizyankristina
@rosejookyun_514
@chaeutopia
@wildenda
@strangerbebe

Top Tweeters in G6:
@pumpkinpaztel
@nottnottheonott
@khaihae_
@mi_mnpj
@bugischatz
@khana1284
@_whateverr___
@punch890809
@namn78
@zr_enda_

Top Tweeters in G7:
@rubba04
@vhopitah
@takeurtime_bts
@ngthhuyn20
@nguynth25651418
@ngoman112
@hongnhunguyen4
@kieumcm
@yoongi09_03
@minsuhoa

Top Tweeters in G8:
@prof_carrington
@newblackman
@bentesmidt
@lecagle
@culturedmodesty
@ukathletics
@iamjustletitia
@thecrisismag
@dukeu
@netflix

Top Tweeters in G9:
@eddarrell
@mcschweety
@tagos22
@stevesgoddard
@njsnowfan
@bunnykiller9
@craigthomler
@electropig
@mjesten
@iluvco2

Top Tweeters in G10:
@__wa7eed
@totb_1
@hfc_am1
@iyosx
@motaz024
@fut_fifaa
@7m0ii
@khlved
@bdran_bgm
@officialhsn


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