Curriculum, Twitter, 5/2/2019 4:17:37 AM, 195415


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Curriculum_2019-05-01_15-03-09.xlsx
Curriculum_2019-05-01_15-03-09.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 02, 2019
Short Description:
Curriculum via NodeXL http://bit.ly/2GNbJgQ
@erobbprincipal
@trivium21c
@edreimagined
@nawal77904142
@deb_erdmann
@alfiekohn
@brandi_edu
@wgmin_education
@teacherhead
@miraculedg

Top hashtags:
#curriculum
#curriculumforwales
#education
#talkcurriculum
#stem
#edtech

Description:
Description
The graph represents a network of 21,783 Twitter users whose recent tweets contained "Curriculum", 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, 01 May 2019 at 23:50 UTC.

The tweets in the network were tweeted over the 1-day, 18-hour, 2-minute period from Tuesday, 30 April 2019 at 04:00 UTC to Wednesday, 01 May 2019 at 22:02 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 : 21783
Unique Edges : 24079
Edges With Duplicates : 2912
Total Edges : 26991
Self-Loops : 4253
Reciprocated Vertex Pair Ratio : 0.0313096601756396
Reciprocated Edge Ratio : 0.0607182524990744
Connected Components : 5348
Single-Vertex Connected Components : 2302
Maximum Vertices in a Connected Component : 3665
Maximum Edges in a Connected Component : 6855
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 8.852272
Graph Density : 4.55406396191265E-05
Modularity : 0.825244
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[104] https://www.tes.com/news/new-curriculum-wales-scraps-traditional-subjects
[89] https://hwb.gov.wales/draft-curriculum-for-wales-2022/
[83] https://www.bbc.co.uk/news/uk-wales-48094118
[80] https://www.nber.org/papers/w21865
[51] http://www.blacknews.com/news/essynce-moore-first-black-teen-author-books-school-districts-teaching-curriculum/
[31] https://www.ticbeat.com/empresa-b2b/curriculum-infalible-que-triunfa-en-las-empresas-incluso-google/
[29] https://awakenenglish.com/2019/04/30/embedding-vocabulary-into-the-curriculum-romeo-and-juliet/
[27] https://www.forbes.com/sites/carltonreid/2019/05/01/portugal-plans-to-include-bicycling-in-national-school-curriculum/#6269e0d27050
[26] https://hwb.gov.wales/draft-curriculum-for-wales-2022
[24] https://www.youtube.com/watch?v=ZqWDAsqcj_k&feature=youtu.be


Top URLs in Tweet in G1:
[26] https://www.ticbeat.com/empresa-b2b/curriculum-infalible-que-triunfa-en-las-empresas-incluso-google/
[22] http://www.blacknews.com/news/essynce-moore-first-black-teen-author-books-school-districts-teaching-curriculum/
[22] https://www.bbc.co.uk/news/uk-wales-48094118
[22] https://www.tes.com/news/new-curriculum-wales-scraps-traditional-subjects
[11] http://www.trueactivist.com/mindfulness-and-meditation-will-now-be-part-of-the-curriculum-in-370-schools-in-england-t1/
[8] https://twitter.com/eltreceoficial/status/1123047978103726080
[7] https://wwwhatsnew.com/2019/04/24/flowcv-para-crear-un-curriculum-elegante-en-pocos-minutos/
[7] https://www.fiverr.com/s2/deff461575
[7] https://www.forbes.com/sites/carltonreid/2019/05/01/portugal-plans-to-include-bicycling-in-national-school-curriculum/
[6] https://www.teacherph.com/good-manners-right-conduct-gmrc/?fbclid=IwAR2LL_Vq5GiQQPWnUJVi0W6N94rEpwXD2gGAT2Dhi8Dmjh-tZU2_W20aqPU

Top URLs in Tweet in G2:
[87] https://hwb.gov.wales/draft-curriculum-for-wales-2022/
[69] https://www.tes.com/news/new-curriculum-wales-scraps-traditional-subjects
[42] https://www.bbc.co.uk/news/uk-wales-48094118
[22] https://hwb.gov.wales/draft-curriculum-for-wales-2022
[19] https://twitter.com/wgmin_education/status/1123094456306159616
[19] https://www.tes.com/news/curriculum-get-over-fixation-subjects-and-exams
[13] https://twitter.com/ITVWales/status/1123103764406263808
[12] https://hwb.gov.wales/cwricwlwm-drafft-i-gymru-2022/
[12] https://www.teachertoolkit.co.uk/2019/03/02/podcast-41/?utm_content=buffer85b9a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.cscjes.org.uk/news/article/f0b5c037-be43-4166-b9a9-5b778372a39d

Top URLs in Tweet in G3:
[1] https://twitter.com/Virendraahd/status/1123427759051759617

Top URLs in Tweet in G4:
[1] https://www.eldiario.es/escolar/Viva-Espana_6_893520656.html

Top URLs in Tweet in G7:
[2] https://twitter.com/JanisIrwin/status/1123435434862886913
[1] https://twitter.com/according2luke/status/1123269228973281281
[1] https://new.learnalberta.ca/?x=9FDE164E
[1] https://twitter.com/jantafrench/status/1123417100545089536
[1] https://twitter.com/jantafrench/status/1123417100545089536?s=21

Top URLs in Tweet in G8:
[5] https://ir.shareaholic.com/e?a=1&u=http://mrkempnz.com/2019/04/what-is-school-authentically-embedding-technology-in-your-curriculum.html%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[4] https://twitter.com/DisruptedTv/status/1123152002979119106
[2] https://www.hmhco.com/blog/designing-a-summer-school-math-curriculum-3-things-to-know
[1] https://www.kqed.org/mindshift/53512/how-schools-can-help-teachers-understand-and-address-racial-bias
[1] https://drive.google.com/file/d/1JUQ8rdBaXj3DyslM_TzPCEz5Z7VL-Nrt/view?usp=drive_open
[1] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cbhKe20gBKAwOAp7/D3sHyv
[1] https://katielmartin.com/2019/04/27/what-if-we-were-obsessively-learner-centered-in-schools/
[1] http://msft.social/D3sHyv?utm_source=sociabbleapp&utm_medium=social&utm_campaign=none&utm_term=GHuDZ2ZevC&socid=GHuDZ2ZevC
[1] https://www.nber.org/papers/w21865
[1] https://university.ti.com/en/faculty/teaching-materials-and-classroom-resources/ti-based-teaching-kits-for-analog-and-power-design/power-management-lab-kit-series

Top URLs in Tweet in G9:
[9] https://www.washingtonpost.com/world/asia_pacific/deposed-maldives-president-says-coup-has-fueled-radical-islam/2012/04/19/gIQAW0qcTT_story.html?utm_term=.55ede2c9892e
[1] https://twitter.com/a_filsha/status/1123620979693895682
[1] https://www.washingtonpost.com/world/asia_pacific/deposed-maldives-president-says-coup-has-fueled-radical-islam/2012/04/19/gIQAW0qcTT_story.html
[1] https://twitter.com/Idhikeeli1/status/1123290631013453824

Top Domains
Top Domains in Tweet in Entire Graph:
[814] twitter.com
[314] co.uk
[179] gov.wales
[137] tes.com
[112] org.uk
[86] youtube.com
[80] nber.org
[60] instagram.com
[53] blacknews.com
[43] ticbeat.com

Top Domains in Tweet in G1:
[276] twitter.com
[89] co.uk
[41] instagram.com
[35] ticbeat.com
[30] trueactivist.com
[30] facebook.com
[25] org.uk
[24] blacknews.com
[23] tes.com
[23] dougakuin.jp

Top Domains in Tweet in G2:
[152] gov.wales
[97] twitter.com
[96] tes.com
[94] co.uk
[18] org.uk
[14] wordpress.com
[11] iwa.wales
[7] teacherhead.com
[7] itv.com
[6] sport.wales

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

Top Domains in Tweet in G4:
[1] eldiario.es

Top Domains in Tweet in G7:
[5] twitter.com
[1] learnalberta.ca

Top Domains in Tweet in G8:
[5] shareaholic.com
[5] twitter.com
[2] msft.social
[2] hmhco.com
[1] kqed.org
[1] google.com
[1] po.st
[1] katielmartin.com
[1] nber.org
[1] ti.com

Top Domains in Tweet in G9:
[10] washingtonpost.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[377] curriculum
[284] curriculumforwales
[126] education
[83] talkcurriculum
[73] stem
[73] edtech
[65] empleo
[46] homeschool
[40] edchat
[38] climatechange



Top Hashtags in Tweet in G1:
[89] curriculum
[49] education
[36] empleo
[18] cv
[17] edtech
[17] stem
[15] trabajo
[13] teachers
[13] edchat
[12] homeschool

Top Hashtags in Tweet in G2:
[255] curriculumforwales
[81] talkcurriculum
[36] curriculum
[22] cwricwlwmigymru
[20] trafodcwricwlwm
[15] sltchat
[14] wales
[13] clickonwales
[12] educationmissionwales
[12] edtech

Top Hashtags in Tweet in G3:
[1] learnsamskritam

Top Hashtags in Tweet in G7:
[23] abed
[15] ableg
[8] ucp
[5] abpoli
[4] education
[4] onpoli
[2] epsb
[2] alberta
[1] ata
[1] cdnpoli

Top Hashtags in Tweet in G8:
[19] curriculum
[18] teks
[8] ourplanet
[3] skypeclassroom
[3] whatisschool
[2] edchat
[2] microsoftedu
[2] edtech
[1] thetenminuteprincipal
[1] equity

Top Hashtags in Tweet in G9:
[2] women
[1] agenda19
[1] saaibaba
[1] educationreformnow
[1] secularmaldives
[1] rt

Top Words
Top Words in Tweet in Entire Graph:
[12530] Words in Sentiment List#1: Positive
[4773] Words in Sentiment List#2: Negative
[38] Words in Sentiment List#3: Angry/Violent
[427810] Non-categorized Words
[445112] Total Words
[12392] curriculum
[2802] school
[1903] currículum
[1534] new
[1277] 2

Top Words in Tweet in G1:
[2021] curriculum
[363] school
[281] currículum
[205] new
[186] education
[164] s
[160] more
[158] schools
[151] students
[139] learning

Top Words in Tweet in G2:
[1665] curriculum
[612] draft
[439] wales
[436] teachers
[426] today
[417] published
[379] new
[369] wgmin_education
[340] feedback
[333] designed

Top Words in Tweet in G3:
[777] curriculum
[774] rajivmessage
[765] school
[764] hrd
[763] 5
[763] major
[763] minister
[763] state
[763] world
[762] areas

Top Words in Tweet in G4:
[484] currículum
[420] rubensancheztw
[420] hasta
[420] ayer
[420] eran
[420] cientos
[420] insultos
[420] diarios
[420] mensajes
[420] tipo

Top Words in Tweet in G5:
[324] maestro
[311] día
[297] maestros
[295] criminal
[295] 25
[295] años
[295] estado
[295] jamas
[295] ofreció
[295] capacitación

Top Words in Tweet in G6:
[227] curriculum
[227] voy
[227] poner
[227] experto
[227] sospechar
[227] cosas
[227] después
[227] resultan
[227] ciertas
[226] francomoreyraok

Top Words in Tweet in G7:
[106] new
[98] curriculum
[87] education
[85] minister
[79] premier
[77] issues
[76] change
[76] need
[75] schill_dawg
[74] cabinet

Top Words in Tweet in G8:
[100] differentiate
[69] students
[67] addressing
[66] goal
[66] better
[66] serve
[66] low
[66] income
[66] color
[66] acknowledging

Top Words in Tweet in G9:
[180] curriculum
[94] political
[94] tool
[90] islam
[83] stop
[66] islamic
[64] school
[60] changed
[58] power
[58] make

Top Words in Tweet in G10:
[173] considering
[173] world
[173] developing
[173] children
[173] western
[173] countries
[173] learn
[173] arabic
[173] digits
[173] numerals

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1530] school,curriculum
[793] curriculum,2
[776] 1,school
[768] world,class
[764] hrd,5
[764] 5,major
[764] major,areas
[764] areas,each
[764] each,deserving
[764] deserving,minister

Top Word Pairs in Tweet in G1:
[113] school,curriculum
[73] new,curriculum
[70] curriculum,vitae
[56] curriculum,wales
[44] t,co
[37] https,t
[35] part,curriculum
[33] high,school
[32] teaching,curriculum
[32] draft,school

Top Word Pairs in Tweet in G2:
[406] draft,curriculum
[327] designed,teachers
[318] teachers,built
[287] curriculum,feedback
[287] published,draft
[281] built,children
[279] today,ve
[279] ve,published
[279] feedback,designed
[279] children,shaped

Top Word Pairs in Tweet in G3:
[764] school,curriculum
[762] hrd,5
[762] 5,major
[762] major,areas
[762] areas,each
[762] each,deserving
[762] deserving,minister
[762] minister,state
[762] state,reach
[762] reach,world

Top Word Pairs in Tweet in G4:
[420] hasta,ayer
[420] ayer,eran
[420] eran,cientos
[420] cientos,insultos
[420] insultos,diarios
[420] diarios,mensajes
[420] mensajes,tipo
[420] tipo,ve
[420] ve,preparando
[420] preparando,currículum

Top Word Pairs in Tweet in G5:
[309] día,maestro
[295] maestro,criminal
[295] criminal,25
[295] 25,años
[295] años,estado
[295] estado,jamas
[295] jamas,ofreció
[295] ofreció,capacitación
[295] capacitación,sistemática
[295] sistemática,maestros

Top Word Pairs in Tweet in G6:
[227] curriculum,voy
[227] voy,poner
[227] poner,experto
[227] experto,sospechar
[227] sospechar,cosas
[227] cosas,después
[227] después,resultan
[227] resultan,ciertas
[226] francomoreyraok,curriculum

Top Word Pairs in Tweet in G7:
[75] new,premier
[74] premier,cabinet
[74] cabinet,minister
[74] minister,change
[74] change,fact
[74] fact,serious
[74] serious,issues
[74] issues,education
[74] education,need
[73] schill_dawg,new

Top Word Pairs in Tweet in G8:
[66] goal,better
[66] better,serve
[66] serve,low
[66] low,income
[66] income,students
[66] students,color
[66] color,acknowledging
[66] acknowledging,addressing
[66] addressing,inequities
[66] inequities,built

Top Word Pairs in Tweet in G9:
[94] political,tool
[63] school,curriculum
[58] power,changed
[58] changed,school
[57] curriculum,make
[55] make,more
[52] more,balanced
[52] balanced,islamic
[48] education,curriculum
[47] revise,education

Top Word Pairs in Tweet in G10:
[173] considering,world
[173] world,developing
[173] developing,children
[173] children,western
[173] western,countries
[173] countries,learn
[173] learn,arabic
[173] arabic,digits
[173] digits,numerals
[173] numerals,part

Top Replied-To
Top Replied-To in Entire Graph:
@cope
@advocatemahere
@teacherhead
@wgmin_education
@trivium21c
@edutweetoz
@damianhinds
@bennewmark
@mohamednasheed
@joninarritu

Top Replied-To in G2:
@teacherhead
@wgmin_education
@trivium21c
@bennewmark
@dr_kevinsmith
@ed_dorrell
@annmroz
@moderncassie
@jmcelroy1102
@mrwisechs

Top Replied-To in G3:
@rajivmessage
@joeagneya

Top Replied-To in G4:
@jaimeberenguer
@iescolar
@rubensancheztw
@yyanomecallo

Top Replied-To in G7:
@patricia_ann_e
@janisirwin
@jantafrench
@mirandumdeiopus
@mrbertamini
@albertaatnoon
@according2luke
@canuck6227
@jkenney
@vidiotsavante

Top Replied-To in G8:
@movelivelearn
@shellyellis4pe
@carmelhealth

Top Replied-To in G9:
@mohamednasheed
@alizaid1000
@anedhivehirajje
@ashahilmueen
@dhivehione
@dr_iyaz
@nazim56049350
@yaattey
@chikogeorge1
@mdpislam

Top Mentioned
Top Mentioned in Entire Graph:
@rajivmessage
@rubensancheztw
@wgmin_education
@680carlos
@francomoreyraok
@falkvinge
@kinsalehueston
@psicedum
@damian_from
@pitttweet

Top Mentioned in G1:
@ilearn2primary
@jeegya
@braggiopaolo
@wicmtl
@ohthatmegs
@rasonglobal
@teachingideas
@francisxiv33
@lidarmonkey
@project_topics

Top Mentioned in G2:
@wgmin_education
@wg_education
@teacherhead
@ghcdon
@tombennett71
@trivium21c
@marymyatt
@tes
@teachertoolkit
@tjgolding

Top Mentioned in G3:
@rajivmessage
@rahuldwanderer
@drshwetagulati
@ritubee
@joeagneya
@ahmasmiyodha
@nandannilekani
@tiru_2000

Top Mentioned in G4:
@rubensancheztw
@iescolar
@moedetriana
@albertofrigenti
@linco10
@adolfoalmogavar
@karamazov8
@samu_ccf

Top Mentioned in G5:
@680carlos
@val98bm
@tukifranco
@680caritas

Top Mentioned in G6:
@francomoreyraok

Top Mentioned in G7:
@schill_dawg
@mikesbloggity
@according2luke
@jkenney
@bp_sherwoodpark
@aaronfitchett
@adrianalagrange
@jantafrench
@cailinaseirinn
@doughartndp

Top Mentioned in G8:
@mindshiftkqed
@erobbprincipal
@edreimagined
@teks_rs_elar
@mrkempnz
@wwf
@mindful_schools
@skypeclassroom
@unison
@txinstrumentseu

Top Mentioned in G9:
@anedhivehirajje
@niyazyoosuf
@ibrahimjanab
@aisthly
@ibramandhu
@siruarts
@mohamednasheed
@educationmv
@smileshihab
@yellowmanik

Top Mentioned in G10:
@falkvinge

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@occuworld
@tesco
@alljobsut
@extravzla
@robinsnewswire
@alllibertynews
@sectest9
@noticieroarg
@telesurtv

Top Tweeters in G1:
@occuworld
@alljobsut
@robinsnewswire
@noticieroarg
@lacuadrau
@mpsnet
@portaldiarioar
@follementbijoux
@angelus1701
@sacvida24hrs

Top Tweeters in G2:
@threadreaderapp
@entwistletx
@ukedchat
@miconm
@cmwheatley56
@raesnape
@exharfat
@tombennett71
@nrc
@johnmcternan

Top Tweeters in G3:
@mohitsmartlove
@madanabhat
@tiru_2000
@ram4bharatiyata
@madhureshsethi
@visaradah
@mukulnda
@sanjays00663282
@actindia
@rajeshshenoy63

Top Tweeters in G4:
@gemorace
@esthercld
@sarizor
@2012financiero
@fcantero
@guasch22
@maisaruro
@guibon35
@yojuanaytu
@esperanzasoria1

Top Tweeters in G5:
@gipsysanz
@eaec2012
@taerantula13
@680caritas
@transporte2012
@rolon_lidia03
@juncampuzano
@anamararojas1
@villalbafede
@pameladiaz96

Top Tweeters in G6:
@all_is_a_smile
@yamilars
@lupatterer
@_melu25
@gonnza96
@antonellabravok
@lean_itu
@intersstella555
@yyyamila_
@yamitiesqui7

Top Tweeters in G7:
@frazzling
@uncleree1
@misskatsuragi
@anniegirl1138
@edmontonjournal
@jeffreyluscombe
@ghostcatbce
@patriciaannmcd2
@realturkeylady
@novabrunswick

Top Tweeters in G8:
@wwf
@moniselseward
@bookdal
@erobbprincipal
@mrkempnz
@tarafarah7
@erik_youngman
@msferreira_eng
@disruptedtv
@rolat

Top Tweeters in G9:
@ishagshafeeg
@hybridrameez
@aanaseer
@ahmedyaamyn
@ahmedmanik3
@badruddeen
@vichalhey
@shafiujameel
@machangolhidhek
@iszub

Top Tweeters in G10:
@dsmpowered
@rmtakata
@peradventur3
@izzykamikaze
@paravertudo
@rose_marie_holt
@basicnewbie
@burntcopper
@sarklor
@williamnb