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@EduCannotWait Twitter NodeXL SNA Map and Report for segunda-feira, 10 maio 2021 at 09:04 UTC (experimental version)
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From:
rdasilva
Uploaded on:
May 10, 2021
Short Description:
@EduCannotWait via NodeXL https://bit.ly/3vVqW7C
@educannotwait
@yasminesherif1
@kentpage
@susanamnk
@canadadev
@un
@sida
@globalgirlsglow
@ifywayne
@eduodyssey

Top hashtags:
#ecw
#educationcannotwait
#returntolearn
#worldrecoveryplan
#covid19
#ethiopia
#sahel

Description:
Description
The graph represents a network of 1 847 Twitter users whose recent tweets contained "@EduCannotWait", 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 Monday, 10 May 2021 at 09:10 UTC.

The tweets in the network were tweeted over the 7-day, 17-hour, 30-minute period from Sunday, 02 May 2021 at 15:00 UTC to Monday, 10 May 2021 at 08:31 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 : 1847
Unique Edges : 10196
Edges With Duplicates : 12982
Total Edges : 23178
Number of Edge Types : 5
Retweet : 3542
MentionsInRetweet : 15472
Mentions : 3952
Replies to : 198
Tweet : 14
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0,010655090765588
Reciprocated Edge Ratio : 0,0210855134713003
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1847
Maximum Edges in a Connected Component : 23178
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,348331
Graph Density : 0,00375561435750398
Modularity : 0,293557
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1 847 Twitter users whose recent tweets contained "@EduCannotWait", 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 Monday, 10 May 2021 at 09:10 UTC.

The tweets in the network were tweeted over the 7-day, 17-hour, 30-minute period from Sunday, 02 May 2021 at 15:00 UTC to Monday, 10 May 2021 at 08:31 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 : TwitterSearch
Graph Term : @EduCannotWait
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:
[116] https://www.educationcannotwait.org/ecw-tigray-ethiopia/
[100] https://www.educationcannotwait.org/chad-fer-2021/
[86] https://www.educationcannotwait.org/
[68] https://www.educationcannotwait.org/mhpss-nrc/
[58] http://www.ipsnews.net/2021/05/refugee-children-explain-how-education-helped-put-their-trauma-behind-them/
[57] https://ecw.exposure.co/refugee-children-on-overcoming-trauma-through-education
[56] https://ecw.exposure.co/the-traveling-book
[55] https://ecw.exposure.co/bridging-the-digital-divide-for-refugees-in-uganda
[36] https://www.educationcannotwait.org/education-cannot-wait-approves-us33-3-million-for-burkina-faso-mali-and-niger-in-the-central-sahel/
[36] https://www.ungei.org/media/girls-disabilities-have-equal-right-education

Top URLs in Tweet in G1:
[66] https://www.educationcannotwait.org/ecw-tigray-ethiopia/
[36] https://ecw.exposure.co/refugee-children-on-overcoming-trauma-through-education
[22] https://www.educationcannotwait.org/
[21] http://www.ipsnews.net/2021/05/refugee-children-explain-how-education-helped-put-their-trauma-behind-them/
[13] https://www.educationcannotwait.org/mhpss-nrc/
[12] http://www.ungei.org/knowledge-hub/gender-education-emergencies
[10] https://www.ungei.org/publication/leave-no-girl-with-disabilities-behind
[9] http://app.mhpss.net/login/
[9] https://www.bbc.co.uk/news/world-asia-57040713
[8] https://www.educationcannotwait.org/chad-fer-2021/

Top URLs in Tweet in G2:
[85] https://www.educationcannotwait.org/chad-fer-2021/
[50] https://www.educationcannotwait.org/mhpss-nrc/
[47] https://ecw.exposure.co/the-traveling-book
[42] https://www.educationcannotwait.org/ecw-tigray-ethiopia/
[41] https://ecw.exposure.co/bridging-the-digital-divide-for-refugees-in-uganda
[37] https://www.educationcannotwait.org/
[35] http://www.ipsnews.net/2021/05/refugee-children-explain-how-education-helped-put-their-trauma-behind-them/
[33] https://www.ungei.org/media/girls-disabilities-have-equal-right-education
[32] https://www.educationcannotwait.org/education-cannot-wait-approves-us33-3-million-for-burkina-faso-mali-and-niger-in-the-central-sahel/
[32] https://www.globalcitizen.org/media/vaxlive/?utm_source=social_instagram&utm_medium=instagram&utm_campaign=global_vaxlive_audience&utm_content=ctalearn_link

Top URLs in Tweet in G3:
[25] https://www.educationcannotwait.org/
[6] https://www.educationcannotwait.org/chad-fer-2021/
[6] https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/983587/G7-a-declaration-on-girls-education-recovering-from-covid-19-and-unlocking-agenda-2030-london-may-2021.pdf
[6] https://www.educationcannotwait.org/tag/sahel/
[6] https://educationcannotwait.org/tag/girls
[5] https://www.educationcannotwait.org/mhpss-nrc/
[4] https://www.educationcannotwait.org/ecw-tigray-ethiopia/
[4] https://ecw.exposure.co/the-traveling-book
[4] https://www.ungei.org/publication/leave-no-girl-with-disabilities-behind
[4] https://www.ungei.org/publication/eie-genkit

Top URLs in Tweet in G4:
[6] https://ecw.exposure.co/bridging-the-digital-divide-for-refugees-in-uganda
[4] https://www.educationcannotwait.org/ecw-tigray-ethiopia/
[2] https://www.educationcannotwait.org/myrp-nigeria/
[2] https://ecw.exposure.co/march-directors-corner
[2] https://www.educationcannotwait.org/tag/girls-education/

Top URLs in Tweet in G5:
[3] https://twitter.com/LulROSARIO1/status/1388990775980134400
[3] https://twitter.com/germanafc/status/1389360317399027712
[2] https://twitter.com/SusanaMNK/status/1391512825147928578
[2] https://twitter.com/padresxlaeduc/status/1388907703175626755
[2] https://twitter.com/SusanaMNK/status/1389290033342042112

Top URLs in Tweet in G6:
[3] https://twitter.com/wateteziafrica/status/1389875018851573763
[1] https://ecw.exposure.co/delivering-hope-through-education-in-the-drc
[1] https://www.educationcannotwait.org/education-cannot-wait-approves-us33-3-million-for-burkina-faso-mali-and-niger-in-the-central-sahel/

Top URLs in Tweet in G7:
[1] https://twitter.com/UNGEI/status/1389569317319200775
[1] https://www.educationcannotwait.org/

Top URLs in Tweet in G8:
[2] https://twitter.com/eduodyssey/status/1389516619689480195

Top URLs in Tweet in G9:
[1] https://cp.copernicus.org/articles/15/1063/2019/

Top Domains
Top Domains in Tweet in Entire Graph:
[618] educationcannotwait.org
[270] exposure.co
[129] twitter.com
[105] ungei.org
[65] ipsnews.net
[36] globalcitizen.org
[36] gov.uk
[33] campaign-archive.com
[21] protectingeducation.org
[12] 100million.org

Top Domains in Tweet in G1:
[134] educationcannotwait.org
[58] exposure.co
[36] twitter.com
[29] ungei.org
[24] ipsnews.net
[9] mhpss.net
[9] co.uk
[8] 100million.org
[7] gov.uk
[5] edtechmagazine.com

Top Domains in Tweet in G2:
[410] educationcannotwait.org
[183] exposure.co
[66] twitter.com
[64] ungei.org
[38] ipsnews.net
[32] globalcitizen.org
[30] campaign-archive.com
[23] gov.uk
[19] protectingeducation.org
[8] pcdn.co

Top Domains in Tweet in G3:
[62] educationcannotwait.org
[20] exposure.co
[11] ungei.org
[6] gov.uk
[4] twitter.com
[4] youtube.com
[3] ipsnews.net
[3] educannotwait.org
[2] globalcitizen.org
[1] campaign-archive.com

Top Domains in Tweet in G4:
[8] exposure.co
[8] educationcannotwait.org

Top Domains in Tweet in G5:
[12] twitter.com

Top Domains in Tweet in G6:
[3] twitter.com
[1] exposure.co
[1] educationcannotwait.org

Top Domains in Tweet in G7:
[1] twitter.com
[1] educationcannotwait.org

Top Domains in Tweet in G8:
[2] twitter.com

Top Domains in Tweet in G9:
[1] copernicus.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1326] ecw
[1293] educationcannotwait
[235] returntolearn
[229] worldrecoveryplan
[217] covid19
[174] ethiopia
[171] sahel
[170] sundaythoughts
[158] sdg4
[155] thursdaythoughts



Top Hashtags in Tweet in G1:
[193] ecw
[131] educationcannotwait
[102] ethiopia
[66] tigray
[30] sdg4
[25] sdgs
[23] covid19
[23] education
[22] qualityeducation
[15] educatetoempower

Top Hashtags in Tweet in G2:
[995] ecw
[833] educationcannotwait
[165] covid19
[150] sahel
[125] sundaythoughts
[109] chad
[106] sdg4
[92] ecwresults
[87] thursdaythoughts
[84] mondaymotivation

Top Hashtags in Tweet in G3:
[312] educationcannotwait
[104] ecw
[64] thursdaythoughts
[59] mondaymotivation
[38] sundaythoughts
[27] genderequality
[23] wednesdaywisdom
[22] tuesdaythoughts
[20] covid19
[20] saturdaythoughts

Top Hashtags in Tweet in G4:
[235] returntolearn
[229] worldrecoveryplan
[27] ecw
[10] educationcannotwait
[8] covid19
[8] education
[6] sdg4
[6] globalcitizen
[5] g7
[5] togetherforlearning

Top Hashtags in Tweet in G5:
[5] genocidio
[3] tigraygenocide
[3] mothersday2021
[3] mothersday
[2] geronticidio
[1] worldpressfreedomday
[1] tigraycantwait

Top Hashtags in Tweet in G6:
[12] watebirthc_c
[4] ecw
[3] educationcannotwait
[3] sdgs
[2] saturdayfeelings
[2] drc
[1] sdg4
[1] worldpressfreedomday
[1] car
[1] burkinafaso

Top Hashtags in Tweet in G7:
[2] educationcannotwait
[1] education4all
[1] sdg4
[1] saturdaythoughts

Top Hashtags in Tweet in G9:
[4] sdgs
[1] climatecrisis
[1] ecw
[1] climatechange

Top Hashtags in Tweet in G10:
[14] drfs
[13] rohingya
[13] whatshappeninginmyanmar
[13] educationforrohingya

Top Words
Top Words in Tweet in Entire Graph:
[2497] education
[2172] educannotwait
[1818] yasminesherif1
[1781] children
[1284] un
[1242] agree
[1203] #educationcannotwait
[1196] #ecw
[1120] child
[1110] girls

Top Words in Tweet in G1:
[465] education
[434] children
[371] educannotwait
[222] girls
[219] youth
[184] #ecw
[135] yasminesherif1
[128] learn
[112] crisis
[112] learning

Top Words in Tweet in G2:
[1407] education
[1209] yasminesherif1
[1039] educannotwait
[895] children
[879] #ecw
[855] un
[831] agree
[810] #educationcannotwait
[736] child
[720] girls

Top Words in Tweet in G3:
[451] yasminesherif1
[395] educannotwait
[347] un
[332] agree
[310] #educationcannotwait
[300] child
[293] education
[275] retweet
[204] fcdoeducation
[139] girls

Top Words in Tweet in G4:
[277] education
[266] children
[265] canadadev
[264] educannotwait
[257] sida
[245] bmz_bund
[244] eu_commission
[244] francediplo_en
[244] g20org
[244] covid

Top Words in Tweet in G5:
[15] educannotwait
[12] unicefeducation
[12] padresxlaeduc
[12] hebesil
[10] wbg_education
[8] mbachelet
[6] un
[5] imfnews
[5] gustavolema2
[5] #genocidio

Top Words in Tweet in G6:
[24] educannotwait
[16] atayeshe
[14] petriderpaul
[13] derrickoduck
[13] profsarahagbor
[12] kentpage
[12] #watebirthc_c
[12] aldou05
[11] gptoendfgm
[10] child

Top Words in Tweet in G7:
[7] educannotwait
[5] gpforeducation
[4] nankunda20
[4] fowode_uganda
[4] raisingteensug1
[4] ochatre_n
[4] amani_initiativ
[4] patriciahumura
[4] iriseeastafrica
[4] africomhm

Top Words in Tweet in G8:
[2] join
[2] eduodyssey
[2] partnership
[2] usinnigeria
[2] abuja
[2] celebrate
[2] girls
[2] channelstv
[2] ait_online
[2] tvcconnect

Top Words in Tweet in G9:
[15] almuthsiegl
[15] margaretatwood
[15] unfccc
[15] educannotwait
[15] gretathunberg
[15] greenpeace
[15] robinroberts
[14] andrew88820142
[13] endelstamberg
[13] tomstweeters

Top Words in Tweet in G10:
[40] education
[26] children
[14] #drfs
[14] jessica_olney_1
[14] gpforeducation
[14] educannotwait
[13] student
[13] team
[13] rohingya
[13] curious

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[951] #educationcannotwait,child
[949] retweet,agree
[806] child,un
[595] children,youth
[518] educannotwait,yasminesherif1
[383] girls,boys
[271] agree,#educationcannotwait
[263] un,fcdoeducation
[252] support,educannotwait
[251] covid,19

Top Word Pairs in Tweet in G1:
[198] children,youth
[83] emergency,response
[78] children,disabilities
[76] 10,children
[75] girls,boys
[70] humanitarian,crisis
[67] disabilities,learn
[66] benefit,20k
[66] 20k,children
[66] youth,impacted

Top Word Pairs in Tweet in G2:
[637] #educationcannotwait,child
[632] retweet,agree
[552] child,un
[338] children,youth
[305] educannotwait,yasminesherif1
[269] girls,boys
[180] agree,#educationcannotwait
[151] un,fcdoeducation
[125] agree,#sundaythoughts
[125] #sundaythoughts,#educationcannotwait

Top Word Pairs in Tweet in G3:
[273] retweet,agree
[270] #educationcannotwait,child
[224] child,un
[179] educannotwait,yasminesherif1
[104] un,fcdoeducation
[64] agree,#thursdaythoughts
[64] #thursdaythoughts,#educationcannotwait
[62] agree,#educationcannotwait
[59] agree,#mondaymotivation
[56] #mondaymotivation,#educationcannotwait

Top Word Pairs in Tweet in G4:
[244] eu_commission,francediplo_en
[244] francediplo_en,sida
[244] sida,bmz_bund
[244] bmz_bund,canadadev
[244] canadadev,g20org
[244] covid,19
[235] g20org,covid
[235] children,living
[235] living,conflict
[235] doubly,risk

Top Word Pairs in Tweet in G5:
[6] wbg_education,educannotwait
[5] mbachelet,educannotwait
[4] padresxlaeduc,hebesil
[3] padresxlaeduc,unicefeducation
[3] unicefeducation,imfnews
[3] imfnews,wbg_education
[3] educannotwait,hebesil
[3] hebesil,carlacarrizoar
[3] carlacarrizoar,msfido1
[3] msfido1,eugetale

Top Word Pairs in Tweet in G6:
[11] kentpage,educannotwait
[11] aldou05,petriderpaul
[7] petriderpaul,unicef_auoffice
[7] unicef_auoffice,gptoendfgm
[7] gptoendfgm,aycommission
[7] aycommission,aya_chebbi
[7] aya_chebbi,shapersnation
[7] dagiulstein,flotus44
[7] flotus44,atayeshe
[7] atayeshe,salhaj

Top Word Pairs in Tweet in G7:
[4] nankunda20,fowode_uganda
[4] fowode_uganda,raisingteensug1
[4] raisingteensug1,ochatre_n
[4] ochatre_n,amani_initiativ
[4] amani_initiativ,patriciahumura
[4] patriciahumura,iriseeastafrica
[4] iriseeastafrica,africomhm
[4] africomhm,gpforeducation
[4] gpforeducation,theunderthirty
[4] theunderthirty,gnbu19

Top Word Pairs in Tweet in G8:
[2] join,eduodyssey
[2] eduodyssey,partnership
[2] partnership,usinnigeria
[2] usinnigeria,abuja
[2] abuja,celebrate
[2] celebrate,girls
[2] girls,channelstv
[2] channelstv,ait_online
[2] ait_online,tvcconnect
[2] tvcconnect,ntanewsnow

Top Word Pairs in Tweet in G9:
[15] almuthsiegl,margaretatwood
[15] margaretatwood,unfccc
[15] unfccc,educannotwait
[15] educannotwait,gretathunberg
[15] gretathunberg,greenpeace
[13] greenpeace,andrew88820142
[13] endelstamberg,robinroberts
[12] robinroberts,tomstweeters
[11] andrew88820142,endelstamberg
[9] kaohua3,almuthsiegl

Top Word Pairs in Tweet in G10:
[14] jessica_olney_1,gpforeducation
[14] gpforeducation,educannotwait
[13] #drfs,student
[13] student,team
[13] team,rohingya
[13] rohingya,children
[13] children,curious
[13] curious,education
[13] education,restrictions
[13] restrictions,bangladesh

Top Replied-To
Top Replied-To in Entire Graph:
@educannotwait
@kentpage
@kaohua3
@ziauddiny
@joinismail
@sirpnig
@unicefeducation
@padresxlaeduc
@voxco
@mskachallah

Top Replied-To in G1:
@educannotwait
@ziauddiny
@joinismail
@sirpnig
@voxco
@mskachallah
@adebolaoladosu
@pargaien
@drchrisugwu
@wondyak

Top Replied-To in G2:
@educannotwait
@kentpage
@franceonu
@olivierbeer1
@cartographerng
@unhcrwestafrica

Top Replied-To in G3:
@kentpage
@educannotwait
@joanandclare1
@ungei
@lghechi

Top Replied-To in G4:
@eu_commission
@educannotwait
@mjmessenger

Top Replied-To in G5:
@unicefeducation
@padresxlaeduc

Top Replied-To in G6:
@maxmillernalia4
@essamebruno198
@wateteziafrica

Top Replied-To in G7:
@nankunda20

Top Replied-To in G9:
@kaohua3
@muhammadanwarn9
@tomstweeters
@andrew88820142
@cj4africa
@lauraofthetrees

Top Replied-To in G10:
@mjubair14

Top Mentioned
Top Mentioned in Entire Graph:
@educannotwait
@yasminesherif1
@un
@canadadev
@sida
@fcdoeducation
@ungei
@dfat
@qf
@afd_en

Top Mentioned in G1:
@educannotwait
@yasminesherif1
@sida
@adamrogers2030
@sdg2030
@un
@ipsnews
@unicefeducation
@ungei
@usaideducation

Top Mentioned in G2:
@yasminesherif1
@educannotwait
@un
@canadadev
@fcdoeducation
@afd_en
@dfat
@sida
@qf
@ungei

Top Mentioned in G3:
@yasminesherif1
@educannotwait
@un
@fcdoeducation
@ungei
@canadadev
@dfat
@stateprm
@malalafund
@qf

Top Mentioned in G4:
@canadadev
@educannotwait
@sida
@bmz_bund
@francediplo_en
@eu_commission
@g20org
@marisepayne
@zedseselja
@g7

Top Mentioned in G5:
@educannotwait
@hebesil
@wbg_education
@mbachelet
@padresxlaeduc
@unicefeducation
@imfnews
@gustavolema2
@who
@maxiferraro

Top Mentioned in G6:
@educannotwait
@atayeshe
@derrickoduck
@profsarahagbor
@kentpage
@aldou05
@petriderpaul
@gptoendfgm
@icrw
@wateteziafrica

Top Mentioned in G7:
@educannotwait
@gpforeducation
@fowode_uganda
@raisingteensug1
@ochatre_n
@amani_initiativ
@patriciahumura
@iriseeastafrica
@africomhm
@theunderthirty

Top Mentioned in G8:
@eduodyssey
@usinnigeria
@abuja
@channelstv
@ait_online
@tvcconnect
@ntanewsnow
@arisetv
@roottv
@mobilepunch

Top Mentioned in G9:
@almuthsiegl
@margaretatwood
@unfccc
@educannotwait
@gretathunberg
@greenpeace
@robinroberts
@andrew88820142
@endelstamberg
@tomstweeters

Top Mentioned in G10:
@jessica_olney_1
@gpforeducation
@educannotwait
@technicalshabb3
@tunkhin80
@shaharkani
@miaseppo

Top Tweeters
Top Tweeters in Entire Graph:
@chrisbrey1
@john1966olsen
@dancas2
@sudeepkhatri
@nilimajumder
@princessbibirf_
@viralvideovlogs
@23alzat
@nileshpotbhare
@blanketcrap

Top Tweeters in G1:
@john1966olsen
@nilimajumder
@ansisegle
@magarya
@net2ayurveda
@nomoreslaves
@oguray
@scmpnews
@flechaveloz3
@queenmsheba

Top Tweeters in G2:
@chrisbrey1
@dancas2
@zoraidapalacios
@belladonamodels
@masterprogram1
@rodolfoalfredo9
@nensoniuch
@donnapadilla4
@juliesbooks
@jhdjane

Top Tweeters in G3:
@sudeepkhatri
@viralvideovlogs
@23alzat
@nileshpotbhare
@blanketcrap
@robert_hove
@aowd25
@grondavia
@stankinmyblunt
@gadflyquebec

Top Tweeters in G4:
@princessbibirf_
@shiffrinjoyce
@caronaupdates
@_savedbyselena_
@raizakolia
@aqima
@andreasklamm
@c0ffeesuh
@honeyb051
@marklee_inyou99

Top Tweeters in G5:
@susanamnk
@statedept
@who
@gustavolema2
@fmjai
@atlanticsurff
@totyflores
@patobullrich
@doctorkruz
@hebesil

Top Tweeters in G6:
@mtotonews
@sondreolsen
@globalgoalsun
@icrw
@atayeshe
@vanyaradzayi
@planuk
@petriderpaul
@tostan
@aya_chebbi

Top Tweeters in G7:
@fowode_uganda
@nankunda20
@raisingteensug1
@patriciahumura
@joyforchildren
@justusatwooki
@lynda_eunice
@gnbu19
@ochatre_n
@amani_initiativ

Top Tweeters in G8:
@vanguardngrnews
@mobilepunch
@cnn
@bellanaija
@tvcconnect
@channelstv
@bbcafrica
@ntanewsnow
@ait_online
@arisetv

Top Tweeters in G9:
@sustaintrends
@endelstamberg
@greenpeace
@margaretatwood
@tomstweeters
@unfccc
@tethll
@robinroberts
@maritxulanda
@kaohua3

Top Tweeters in G10:
@ayuvutathanha
@ericblack3742
@aung6so
@srmforjustice
@mayookh52190731
@morinokinoko133
@havensakecnw
@shaharkani
@tunkhin80
@jessica_olney_1


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