educhat, Twitter, 3/25/2019 6:17:33 PM, 191643


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educhat_2019-03-25_08-46-32.xlsx
educhat_2019-03-25_08-46-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 25, 2019
Short Description:
educhat via NodeXL http://bit.ly/2U9zacJ
@rdene915
@jc_james_clark
@tanellclassroom
@shapes3d
@educre8ive
@buncee
@iteachmathall
@mathcitymap
@teachbetterteam
@markj_ohnson

Top hashtags:
#educhat
#edchat
#education
#edu
#edtech
#learn
#teach
#k12
#teaching
#teachers

Description:
Description
The graph represents a network of 2,289 Twitter users whose tweets in the requested range contained "educhat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 March 2019 at 15:47 UTC.

The requested start date was Monday, 25 March 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 13-day, 23-hour, 44-minute period from Monday, 11 March 2019 at 00:15 UTC to Monday, 25 March 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 : 2289
Unique Edges : 2581
Edges With Duplicates : 2260
Total Edges : 4841
Number of Edge Types : 3
Mentions : 3524
Tweet : 1268
Replies to : 49
Self-Loops : 1268
Reciprocated Vertex Pair Ratio : 0.0418105101649405
Reciprocated Edge Ratio : 0.0802650957290133
Connected Components : 395
Single-Vertex Connected Components : 158
Maximum Vertices in a Connected Component : 890
Maximum Edges in a Connected Component : 2501
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.954772
Graph Density : 0.000518594555291803
Modularity : 0.549461
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[89] https://www.rdene915.com/
[31] https://medium.com/me/stories/public
[23] http://simulasidigital-muchamadekisa.blogspot.com/
[20] https://www.gettingsmart.com/2018/12/looking-back-versatile-tools-that-made-a-difference/
[20] http://theconversation.com/new-tafe-program-for-aboriginal-health-care-students-sees-a-near-perfect-completion-rate-113270?utm_source=twitter&utm_medium=twitterbutton
[16] https://rdene915.com/2019/02/14/exploring-and-creating-with-3d-bear-poth/
[16] https://www.theatlantic.com/ideas/archive/2019/03/college-bribe-scandal-shows-elite-college-obsession/584719/
[16] https://www.usatoday.com/story/news/education/2019/03/14/admissions-scam-complicated-business-college-consultants-singer-loughlin/3160330002/
[13] https://www.theatlantic.com/education/archive/2019/03/history-privilege-elite-college-admissions/585088/
[13] https://www.cmrubinworld.com/a-curriculum-for-changemakers/

Top URLs in Tweet in G1:
[88] https://www.rdene915.com/
[31] https://medium.com/me/stories/public
[20] https://www.gettingsmart.com/2018/12/looking-back-versatile-tools-that-made-a-difference/
[16] https://rdene915.com/2019/02/14/exploring-and-creating-with-3d-bear-poth/
[10] https://www.linkedin.com/pulse/class-updates-communication-collaboration-made-easy-poth/
[8] https://www.gettingsmart.com/2019/03/fostering-high-quality-student-experiences-through-projects/
[7] https://www.ampeduca.com/
[6] https://rdene915.com/2019/03/19/parentsquare-opening-doors-to-better-communication/
[6] https://www.bostonglobe.com/metro/2019/03/17/progress-achievement-gap-years-new-study-says/wkW6XALg7e2Mchon6x509K/story.html?event=event25
[6] https://register.gotowebinar.com/register/2146254791483962893

Top URLs in Tweet in G2:
[5] https://www.sksarthi.com/
[3] https://www.youtube.com/watch?v=LMg-ayEJXW0&ref=quuu&utm_source=quuu

[3] https://www.theguardian.com/teacher-network/2017/aug/09/worlds-best-school-system-trust-teachers-education-finland
[2] https://www.youtube.com/watch?v=RWo1Gx53l3M&ref=quuu&utm_source=quuu

[2] https://app.quuu.co/r/bgg-nrr
[2] https://app.quuu.co/r/lbb-ol-
[2] https://www.bradshreffler.com/podcast/rachelledenepoth/
[2] http://futuresabroad.com/
[2] https://www.youtube.com/watch?v=sUW9R5i1Gbk&feature=youtu.be

[1] https://www.facebook.com/mrsjones.kindergarten.14/videos/115237586295112?sfns=mo

Top URLs in Tweet in G3:
[4] https://www.onceuponapicture.co.uk/the-collections/the-inference-collection/
[2] https://www.edutopia.org/article/teaming-support-english-learners
[1] https://www.pearsonschool.com/index.cfm?locator=PS3z3z
[1] https://twitter.com/Jechev/status/1104139120937328640
[1] http://www.empoweringells.com/?page_id=96
[1] https://www.empoweringells.com/?p=1447
[1] https://twitter.com/josemedinajr89/status/1104916977460658177
[1] https://twitter.com/edutopia/status/1105218489890099200
[1] https://twitter.com/kokilabooks/status/1105124804011667457
[1] https://twitter.com/mruiz1klein/status/1107826693803335680

Top URLs in Tweet in G4:
[11] http://www.teachonomy.com/daylight
[4] http://www.teachonomy.com/brisk
[2] http://www.teachonomy.com/clog/
[2] https://www.facebook.com/teachbetterteam/
[1] https://www.rdene915.com/
[1] https://www.amazon.com/gp/aw/d/1948212099/ref=ox_sc_act_image_1?smid=ATVPDKIKX0DER&psc=1
[1] https://twitter.com/cpoole27/status/1106132095338979328
[1] https://drive.google.com/file/d/1n4ERzx611bPPpP-e9QWO17or-HKBDlTT/view?usp=sharing
[1] https://twitter.com/steelethoughts/status/1105224320295583745
[1] https://twitter.com/sheehyrw/status/1106345520014868480

Top URLs in Tweet in G5:
[5] https://www.edumom.org/single-post/2019/03/11/parents-are-idiots-this-and-other-stupid-things-i-read-on-the-internet-this-weekend/
[4] https://www.edumom.org/single-post/2019/03/12/non-exam-boston-high-schools-are-a-disaster-now-with-charts/
[1] http://www.edumom.org
[1] https://www.wbur.org/radioboston/2019/03/14/college-admissions-scam-parents
[1] https://twitter.com/MASCSchoolComm/status/1108080407373930499

Top URLs in Tweet in G6:
[8] https://rdene915.com/2019/02/22/shapes-3d-ar-drawing-app/
[3] https://www.cambridgemaths.org/espresso/view/mastery-in-mathematics/
[3] https://edujobsinpgh.blogspot.com/2019/03/math-instructional-specialist.html
[1] https://itunes.apple.com/us/app-bundle/id1456314612?mt=8
[1] https://twitter.com/dale_rickardo/status/1105853396471463936
[1] https://edujobsinpgh.blogspot.com/2019/03/curriculum-developer.html
[1] https://twitter.com/alittlestats/status/1107764043891265536
[1] https://www.foxnews.com/us/school-official-sorry-for-calling-hitler-a-good-leader.amp
[1] http://mrkempnz.com/2019/03/top-5-skills-for-tomorrows-jobs.html

Top URLs in Tweet in G7:
[1] https://drive.google.com/drive/folders/1ofYNnopGUKZ140dv-C5wSYyOkR1RlfUB?usp=sharing
[1] https://www.youtube.com/watch?v=YwKPtQ-zEEE

[1] https://www.youtube.com/watch?v=oQc-QvYFTr8&feature=youtu.be

[1] https://docs.google.com/spreadsheets/d/1xWxH-T2TKY3iv5z6C4hPd5rymdTyckupE3ZQyut3v1Q/edit?usp=sharing

Top URLs in Tweet in G8:
[2] https://app.edu.buncee.com/buncee/4b64a92daf90456ba7d4adf71a89e9b8
[2] https://twitter.com/DisruptedTv/status/1107591149898948608
[2] https://app.edu.buncee.com/buncee/1c47321cab2540a6a946270bfb798f7c
[2] http://afhogan.com/create-simple-personalized-pd/
[1] https://twitter.com/shannonmmiller/status/1104556373646471168
[1] https://twitter.com/BarbaraGruener/status/1105646680702103552
[1] https://twitter.com/Buncee/status/1105824184456880128
[1] https://app.edu.buncee.com/buncee/0f4ea0da4b1345a8af69628808de64f9
[1] https://twitter.com/dkapuler/status/1106708326191153154
[1] https://twitter.com/mrosvhs/status/1107026052830814208

Top URLs in Tweet in G9:
[1] https://twitter.com/nickw84/status/1105606444672532481

Top URLs in Tweet in G10:
[1] https://twitter.com/kennethrpreston/status/1109959767009693697
[1] https://twitter.com/nycschoois/status/1107390330867982337

Top Domains
Top Domains in Tweet in Entire Graph:
[258] com.au
[162] twitter.com
[126] rdene915.com
[114] blogspot.com
[63] youtube.com
[52] medium.com
[48] gettingsmart.com
[47] tes.com
[33] theatlantic.com
[30] co.uk

Top Domains in Tweet in G1:
[117] rdene915.com
[46] gettingsmart.com
[42] medium.com
[21] eschoolnews.com
[10] linkedin.com
[9] edutopia.org
[7] ampeduca.com
[7] teacherspayteachers.com
[6] bostonglobe.com
[6] gotowebinar.com

Top Domains in Tweet in G2:
[20] twitter.com
[17] youtube.com
[12] iconohash.com
[6] teacherspayteachers.com
[5] kqed.org
[5] edtechreview.in
[5] sksarthi.com
[4] quuu.co
[4] lnkd.in
[3] theguardian.com

Top Domains in Tweet in G3:
[8] twitter.com
[4] co.uk
[2] edutopia.org
[2] empoweringells.com
[1] pearsonschool.com
[1] google.com
[1] teachonomy.com

Top Domains in Tweet in G4:
[17] teachonomy.com
[3] twitter.com
[2] facebook.com
[1] rdene915.com
[1] amazon.com
[1] google.com

Top Domains in Tweet in G5:
[10] edumom.org
[1] wbur.org
[1] twitter.com

Top Domains in Tweet in G6:
[8] rdene915.com
[4] blogspot.com
[3] cambridgemaths.org
[2] twitter.com
[1] apple.com
[1] foxnews.com
[1] mrkempnz.com

Top Domains in Tweet in G7:
[2] google.com
[2] youtube.com

Top Domains in Tweet in G8:
[15] twitter.com
[8] buncee.com
[3] afhogan.com
[1] doodlemaths.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2186] educhat
[761] edchat
[542] education
[439] edu
[427] edtech
[297] learn
[267] teach
[216] k12
[149] teaching
[136] teachers



Top Hashtags in Tweet in G1:
[336] educhat
[209] education
[184] edtech
[176] k12
[113] future4edu
[103] quotes4edu
[91] blendedlearning
[86] edchat
[59] middleschool
[59] arvrinedu

Top Hashtags in Tweet in G2:
[232] educhat
[71] education
[45] edchat
[41] edu
[24] teachers
[20] edleaders
[16] learning
[16] parents
[15] teacher
[14] edtech

Top Hashtags in Tweet in G3:
[66] esol
[55] esl
[55] ell
[46] educhat
[44] eld
[34] ellchat
[26] ela
[24] els
[17] education
[16] tesol

Top Hashtags in Tweet in G4:
[33] teachbetter
[32] teachfurther
[30] tlap
[22] educhat
[17] masterychat
[15] edchat
[11] weteachun
[11] education
[10] betheone
[9] teaching

Top Hashtags in Tweet in G5:
[30] maedu
[29] mapoli
[28] educhat
[24] voices4ed
[6] edupromise
[5] bospoli
[5] bosedu
[4] education
[3] kairosma
[3] frbc

Top Hashtags in Tweet in G6:
[28] educhat
[12] edtech
[10] geometry
[9] arvrinedu
[9] fdrrocks
[8] mergecube
[7] iteachmath
[6] mathematics
[5] mtbos
[5] mathchat

Top Hashtags in Tweet in G7:
[11] educhat
[5] cogscisci
[5] asechat
[4] teamscience
[3] aqachemistry
[3] gcsechemistry
[2] aqa
[2] gcse
[2] biology
[2] youtube

Top Hashtags in Tweet in G8:
[51] educhat
[42] edchat
[23] inspire
[22] edtech
[19] buncee
[12] empathy
[6] education
[5] stuvoice
[5] quotes
[5] ipaded

Top Hashtags in Tweet in G9:
[19] educhat
[15] historyteacher
[6] revision
[2] teachingandlearning
[1] metacognition
[1] edchatuk
[1] histchat
[1] knowledgeretrieval
[1] aqahistory
[1] art

Top Hashtags in Tweet in G10:
[14] edchat
[14] educhat
[6] satchat
[3] sel
[2] empower19
[1] nycdoe
[1] 3kforall
[1] adasa
[1] cec2019
[1] greatschoolsbeginwithgreatleaders

Top Words
Top Words in Tweet in Entire Graph:
[2972] Words in Sentiment List#1: Positive
[728] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[75555] Non-categorized Words
[79255] Total Words
[2211] educhat
[781] education
[763] edchat
[481] edu
[476] students

Top Words in Tweet in G1:
[336] educhat
[303] education
[262] rdene915
[214] learning
[187] edtech
[176] k12
[113] future4edu
[103] quotes4edu
[101] w
[91] tech

Top Words in Tweet in G2:
[234] educhat
[86] education
[50] students
[46] edchat
[44] edu
[41] learning
[39] teachers
[28] teaching
[28] teacher
[26] schools

Top Words in Tweet in G3:
[71] tanellclassroom
[66] esol
[55] esl
[55] ell
[46] educhat
[44] eld
[34] ellchat
[31] ss
[31] learn
[27] feel

Top Words in Tweet in G4:
[55] teachbetterteam
[48] better
[43] tech
[34] learning
[33] teachbetter
[32] teachfurther
[30] tlap
[23] time
[22] educhat
[22] teach

Top Words in Tweet in G5:
[30] maedu
[29] mapoli
[28] educhat
[28] massparents
[27] parents
[24] voices4ed
[22] more
[20] children
[19] down
[18] commonwealth

Top Words in Tweet in G6:
[28] educhat
[17] shapes3d
[17] learn
[12] edtech
[12] seating
[11] educators
[10] geometry
[9] arvrinedu
[9] fdrrocks
[8] more

Top Words in Tweet in G7:
[56] biology
[53] gcse
[50] biorachproject
[49] here's
[43] slop
[43] structure
[43] strips
[42] retrieval
[42] roulette
[40] make

Top Words in Tweet in G8:
[51] educhat
[42] edchat
[32] buncee
[23] inspire
[22] mrsmonty5thgrd
[22] edtech
[13] quote
[12] empathy
[12] forward
[9] here

Top Words in Tweet in G9:
[51] spbeale
[49] today
[43] knowledge
[37] s
[37] retrieval
[34] work
[34] out
[28] activity
[23] question
[22] source

Top Words in Tweet in G10:
[14] edchat
[14] educhat
[11] teachers
[6] satchat
[4] number
[4] nctq
[3] 2
[3] students
[3] followcsa
[3] morecaucusnyc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[359] edchat,educhat
[262] teach,educhat
[259] learn,edu
[259] edu,teach
[256] edchat,learn
[154] educhat,edtech
[124] education,educhat
[123] check,out
[94] educhat,education
[86] learning,go

Top Word Pairs in Tweet in G1:
[106] educhat,edtech
[85] learning,go
[85] go,thoughts
[85] thoughts,things
[85] things,education
[85] education,tech
[85] tech,pd
[85] pd,experiences
[85] experiences,w
[85] w,blendedlearning

Top Word Pairs in Tweet in G2:
[22] education,educhat
[21] edchat,educhat
[13] educhat,education
[13] edu,educhat
[12] educhat,parents
[12] daily,conversation
[12] conversation,report
[12] report,ready
[12] ready,educhat
[12] educhat,mar

Top Word Pairs in Tweet in G3:
[27] ell,eld
[27] esol,ell
[26] elena,nailed
[26] nailed,make
[26] make,ss
[26] ss,feel
[26] feel,directly
[26] directly,correlated
[26] correlated,ready
[26] ready,learn

Top Word Pairs in Tweet in G4:
[32] teachbetter,teachfurther
[25] teachfurther,tlap
[21] simple,tech
[21] tech,tech's
[21] tech's,sake
[21] sake,waste
[21] waste,time
[21] time,resources
[21] resources,learning
[21] learning,opportunities

Top Word Pairs in Tweet in G5:
[27] mapoli,maedu
[25] maedu,educhat
[22] educhat,voices4ed
[18] parents,commonwealth
[18] commonwealth,coming
[18] coming,beacon
[18] beacon,hill
[18] hill,demand
[18] demand,better
[18] better,children

Top Word Pairs in Tweet in G6:
[8] learn,more
[8] more,shapes3d
[8] shapes3d,apps
[8] apps,mergevr
[8] mergevr,cube
[8] cube,mergecube
[8] mergecube,arvrinedu
[8] arvrinedu,edtech
[8] edtech,geometry
[8] geometry,educhat

Top Word Pairs in Tweet in G7:
[43] structure,strips
[42] retrieval,roulette
[40] make,life
[40] life,easier
[40] easier,here's
[40] here's,google
[40] google,drive
[40] drive,gcse
[40] gcse,science
[40] science,slop

Top Word Pairs in Tweet in G8:
[42] edchat,educhat
[17] educhat,edtech
[11] educhat,inspire
[10] empathy,buncee
[9] today,edchat
[8] here,gavin's
[8] gavin's,quote
[8] quote,today
[8] educhat,empathy
[8] buncee,inspire

Top Word Pairs in Tweet in G9:
[45] spbeale,today
[37] today,s
[37] s,knowledge
[37] knowledge,retrieval
[25] retrieval,activity
[21] activity,source
[21] source,question
[21] question,work
[21] work,out
[21] out,message

Top Word Pairs in Tweet in G10:
[9] edchat,educhat
[5] educhat,edchat
[4] educhat,satchat
[3] teachers,color
[2] anyone,notice
[2] notice,highly
[2] highly,effective
[2] effective,teachers
[2] teachers,teach
[2] teach,test

Top Replied-To
Top Replied-To in Entire Graph:
@edintheapple
@buncee
@angiecthomas
@m_drez
@mrsmonty5thgrd
@scamwelltarly
@emilyfranesl
@angelssoriano74
@misskeloglou

Top Replied-To in G1:

Top Replied-To in G3:
@emilyfranesl

Top Replied-To in G5:
@scamwelltarly
@katielannan

Top Replied-To in G7:
@misskeloglou

Top Replied-To in G8:
@buncee
@m_drez
@gmckinney2
@mrsmonty5thgrd
@learnfreckle
@getkahoot

Top Replied-To in G10:
@edintheapple
@nnstoy
@imagine7that
@rsinclaircsa
@goalline

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@tanellclassroom
@teachbetterteam
@spbeale
@biorachproject
@mesa_2018
@educre8ive
@3dbearofficial
@college_experts
@buncee

Top Mentioned in G1:
@rdene915
@educre8ive
@3dbearofficial
@metaverseapp
@nearpod
@buncee
@gimkit
@getting_smart
@parentsquare
@screenleap

Top Mentioned in G2:
@shaundellenty
@tamizhforchange
@fit2communicate
@goodschools_ng
@bar_zie
@mradampe
@learnformi
@vhs_tchrcoach

Top Mentioned in G3:
@tanellclassroom
@siopmodel
@jechev
@emeny
@valentinaesl
@allyteacherells
@skgeducator
@lorabeth4
@seidlitz_ed
@mevogt1

Top Mentioned in G4:
@teachbetterteam
@cpoole27
@techieteachott
@sheehyrw
@rdene915
@cassiereederedu
@teachwithsoul
@mrd_evolveyou
@bbray27
@chadostrowski

Top Mentioned in G5:
@massparents
@radiokeri
@maschoolsk12
@massteacher
@edu_post
@massgovernor
@johnbking
@mascschoolcomm
@aftmass
@frpsinfo

Top Mentioned in G6:
@shapes3d
@mergevr
@ilearndsilva
@bijannagji
@mrmarinoscience
@kaitruggiero
@teacher2teacher
@cambridgemaths
@dailystem
@_larissachan

Top Mentioned in G7:
@biorachproject
@adamboxer1
@chris_toff_air
@iteachboys92
@benyohaiphysics
@mrbartonmaths
@benawtaylor
@spbeale

Top Mentioned in G8:
@mrsmonty5thgrd
@buncee
@doodlemaths
@seesaw
@joysunbear
@besatweet
@skypeclassroom
@m_drez
@edpuzzle
@berngill

Top Mentioned in G9:
@spbeale
@missdhistory
@mrfitzhist
@kknteachlearn
@misslamatthews

Top Mentioned in G10:
@nctq
@followcsa
@morecaucusnyc
@urbanassembly
@nycmayor
@nycschools
@uftsolidarity
@lrobinsonnyc
@mr_loeb
@newsday

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@wittgenstein_jm
@southwestair
@globeandmail
@marenda
@sws_edu
@situationalcomm
@smell3roses
@calcaware
@khalsir

Top Tweeters in G1:
@calcaware
@bostonglobe
@alicekeeler
@iamdrwill
@jcorippo
@rdene915
@nathan_stevens
@yinzbot
@sarahdateechur
@taramartinedu

Top Tweeters in G2:
@situationalcomm
@bar_zie
@infopronetwork
@sanrau
@tltp
@barrazine
@techtia
@shaundellenty
@iconohash
@marviadavidson

Top Tweeters in G3:
@macchica26
@erik_youngman
@carinahilbert
@pcalleypbvusd
@emilyfranesl
@mssalvac
@vipulasharma1
@andreahonigsfel
@valentinaesl
@yaniedu

Top Tweeters in G4:
@erobbprincipal
@laura_a_diaz
@teachwithsoul
@cpoole27
@moreno_jfm
@chrisquinn64
@lead4education
@inspire0818
@teresaflutemath
@jeffgargas

Top Tweeters in G5:
@wbur
@shannonrwatts
@clanghoff1
@scamwelltarly
@esanzi
@patriots
@katielannan
@vesiawils
@gloriajromero
@edtrust

Top Tweeters in G6:
@shannonmmiller
@teacher2teacher
@markbarnes19
@iteachmathall
@wahedahbug
@eduporium
@dailystem
@mindshiftkqed
@kathyhen_
@realj_mitchell

Top Tweeters in G7:
@adamboxer1
@mr_lewandowski
@drwilkinsonsci
@mrbartonmaths
@jm8997
@mrz__black
@knoworganisers
@mrsjmasters
@msdowds4
@geogjo

Top Tweeters in G8:
@aaron_hogan
@mradamwelcome
@karlymoura
@seesaw
@mberry
@skypeclassroom
@deniskoprj
@getkahoot
@sdtitmas
@m_drez

Top Tweeters in G9:
@nembotavy_0101
@fod3
@niomicolleen
@freereed59
@wendy21brown
@mrlowndes
@kknteachlearn
@robchambers1991
@samdaunt
@tmhistoryicons

Top Tweeters in G10:
@newsday
@bledwine
@michaelpetrilli
@japaspanglish
@educationgadfly
@ctulocal1
@nysut
@uft
@ab_wright
@bxeu4j


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