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onlinelearning_2022-09-16_21-26-24.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2022
Short Description:
onlinelearning via NodeXL https://bit.ly/3S7gDZH
@distancelrnbot
@codewithtwitchi
@courcefree
@anandna95589429
@gadgetgurl42
@neilmosley5
@byjus
@palerianuja
@rahul05ranjan
@markj_ohnson

Top hashtags:
#onlinelearning
#byjus
#english
#englishlanguage
#englishlearning

Description:
Description
The graph represents a network of 3,691 Twitter users whose tweets in the requested range contained "onlinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 17 September 2022 at 04:49 UTC.

The requested start date was Saturday, 17 September 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 13-day, 17-hour, 26-minute period from Saturday, 03 September 2022 at 06:33 UTC to Friday, 16 September 2022 at 23:59 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 : 3691
Unique Edges : 1959
Edges With Duplicates : 19822
Total Edges : 21781
Number of Edge Types : 5
Tweet : 14545
Mentions : 789
Retweet : 3056
MentionsInRetweet : 3283
Replies to : 108
Self-Loops : 14727
Reciprocated Vertex Pair Ratio : 0.0291777188328912
Reciprocated Edge Ratio : 0.0567010309278351
Connected Components : 1495
Single-Vertex Connected Components : 1061
Maximum Vertices in a Connected Component : 670
Maximum Edges in a Connected Component : 5910
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.917685
Graph Density : 0.000199415703178977
Modularity : 0.155017
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,691 Twitter users whose tweets in the requested range contained "onlinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 17 September 2022 at 04:49 UTC.

The requested start date was Saturday, 17 September 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 13-day, 17-hour, 26-minute period from Saturday, 03 September 2022 at 06:33 UTC to Friday, 16 September 2022 at 23:59 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 : onlinelearning
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:
[147] https://edtechconferences.london/
[147] https://edtechconferences.london/register
[77] https://www.youtube.com/watch?v=nY5urym0-h8
[75] https://www.youtube.com/watch?v=SXm8QtA10zs
[70] https://www.youtube.com/watch?v=jwo5oG0Syz0
[65] https://www.youtube.com/watch?v=c3M-IhiA-EM
[64] https://www.youtube.com/watch?v=Voure6u_4ZY
[53] https://www.youtube.com/watch?v=gJQBpPuNW5M
[51] https://ragingcoupon.com/store/udemy/
[51] https://www.youtube.com/watch?v=2VDHZ50u-MU

Top URLs in Tweet in G1:
[37] https://www.youtube.com/watch?v=nY5urym0-h8
[35] https://www.youtube.com/watch?v=SXm8QtA10zs
[32] https://www.youtube.com/watch?v=c3M-IhiA-EM
[32] https://www.facebook.com/pages/p/1195728927153524
[31] https://www.youtube.com/watch?v=Voure6u_4ZY
[28] https://www.youtube.com/watch?v=3ee8he1et24
[28] https://www.youtube.com/watch?v=jwo5oG0Syz0
[27] https://www.youtube.com/watch?v=2VDHZ50u-MU
[26] https://www.youtube.com/watch?v=5gQcD6X7aoM
[25] https://www.youtube.com/watch?v=Hnd5O9m6Pow

Top URLs in Tweet in G2:
[9] https://www.youtube.com/channel/UCL78z2eaHdz5T0O4f3iMAMg/videos
[1] https://twitter.com/i/web/status/1570820552922910720
[1] https://twitter.com/i/web/status/1568861632075366407
[1] https://twitter.com/i/web/status/1568932388159324161
[1] https://twitter.com/i/web/status/1568944470837661696
[1] https://twitter.com/i/web/status/1569026523507691521
[1] https://twitter.com/i/web/status/1569752841899704325
[1] https://twitter.com/i/web/status/1569972026118488064
[1] https://twitter.com/i/web/status/1569978995768172545
[1] https://twitter.com/i/web/status/1570059006923739141

Top URLs in Tweet in G3:
[34] https://www.dibms.org/
[12] https://www.duoinspirations.com/tutoring-and-education-coaching.html
[10] https://247learn.com/
[8] https://admission-mba.com/
[8] https://admission-open.com/regular-course/
[7] https://www.milirgroupofinstitutions.com/
[6] https://lakewood.edu/
[6] https://realmath.de/Neues/Klasse9/dreieck/dreieckflaeche2.php
[5] https://extendedstudies.ucsd.edu/courses-and-programs/introduction-to-subtitling?utm_medium=social&utm_source=twitter&utm_campaign=ced-ahl
[5] http://www.milirgroupofinstitutions.com/

Top URLs in Tweet in G4:
[51] https://ragingcoupon.com/store/udemy/
[16] https://247learn.com/
[14] https://play.google.com/store/apps/details?id=io.chanakya
[8] https://course-downloader.com/
[8] https://empiriclab.in/events/live-online-safe-5-1-product-owner-product-manager-with-certified-safe-product-owner-product-manager-5/
[7] https://docs.google.com/forms/d/e/1FAIpQLSc0J2icOTmqtFRPyQrogr7V1vXB2HUx03nuMGpG4uax7Dlc5w/viewform?usp=sf_link
[6] https://rootkit.org/
[6] https://empiriclab.in
[6] https://equationsofdisease.com/courses/write-your-own-function-in-r/
[4] https://signifylearning.co.za/school-of-information-technology/

Top URLs in Tweet in G5:
[1] https://institute.sektor7.net/rto-maldev-adv1

Top URLs in Tweet in G6:
[1] https://www.lenovo.com/in/en/tablets/android-tablets/lenovo-tab-series/Lenovo-Tab-P11-Plus/p/WMD00000476?linkId=181004914
[1] https://www.lenovo.com/in/en/tablets/android-tablets/lenovo-tab-series/Lenovo-Tab-P11-Plus/p/WMD00000476?linkId=178475324
[1] https://www.lenovo.com/in/en/tablets/android-tablets/lenovo-tab-series/Lenovo-TB-J706/p/ZZITZTATB0J?linkId=176348615
[1] https://www.lenovo.com/in/en/tablets/android-tablets/lenovo-tab-series/Lenovo-Tab-P12-Pro/p/LEN103L0008?orgRef=https%253A%252F%252Fwww.google.com%252F&linkId=175329736&linkId=177570872
[1] https://lnv.gy/3KVhY2Z

Top URLs in Tweet in G7:
[3] https://www.youtube.com/watch?v=i9HTOytpaso&feature=youtu.be


Top URLs in Tweet in G8:
[1] https://campustechnology.com/articles/2022/08/09/hybrid-whatever-that-means-will-dominate-the-future-of-online-learning.aspx?s=ct_le_170822&oly_enc_id=9542I7935223I9N
[1] https://www.timeshighereducation.com/blog/forget-lone-lecturers-pandemic-shows-teaching-must-be-team-sport
[1] https://www.tandfonline.com/doi/full/10.1080/13562517.2022.2109014
[1] https://www.insidehighered.com/news/2022/09/01/study-links-completion-gains-taking-some-online-courses
[1] https://twitter.com/guywwallace/status/1567233744473395200
[1] https://twitter.com/i/web/status/1569715279042674690
[1] https://twitter.com/i/web/status/1569929688763740161
[1] https://twitter.com/i/web/status/1570654465392361473
[1] https://twitter.com/i/web/status/1570536172522467329
[1] https://twitter.com/neilmosley5/status/1567392973716848640

Top URLs in Tweet in G9:
[25] https://www.youtube.com/watch?v=jwo5oG0Syz0
[19] https://www.youtube.com/watch?v=nY5urym0-h8
[17] https://www.youtube.com/watch?v=AB54J1x_Gwc
[17] https://www.youtube.com/watch?v=SXm8QtA10zs
[13] https://www.youtube.com/watch?v=alKkIEoOHBI
[13] https://www.youtube.com/watch?v=gJQBpPuNW5M
[13] https://www.youtube.com/watch?v=efw7ZoOP3GU
[12] https://www.youtube.com/watch?v=eGHyPySouLU
[12] https://www.youtube.com/watch?v=d3VQqN23TGs
[12] https://www.youtube.com/watch?v=AeAZPhd8sxc

Top URLs in Tweet in G10:
[1] https://kwt22.blogspot.com

Top Domains
Top Domains in Tweet in Entire Graph:
[7493] youtube.com
[2536] byjus.com
[1303] twitter.com
[492] wordpress.com
[294] edtechconferences.london
[93] linkedin.com
[87] livemint.com
[75] thehindu.com
[73] business.blog
[64] co.uk

Top Domains in Tweet in G1:
[3522] youtube.com
[1157] byjus.com
[633] twitter.com
[233] wordpress.com
[42] livemint.com
[41] linkedin.com
[41] business.blog
[39] thehindu.com
[37] facebook.com
[29] bit.ly

Top Domains in Tweet in G2:
[15] twitter.com
[9] youtube.com
[1] kqed.org

Top Domains in Tweet in G3:
[51] twitter.com
[35] ucsd.edu
[34] dibms.org
[17] drbruceajohnson.com
[12] duoinspirations.com
[12] milirgroupofinstitutions.com
[11] realmath.de
[10] 247learn.com
[8] admission-mba.com
[8] admission-open.com

Top Domains in Tweet in G4:
[53] twitter.com
[51] ragingcoupon.com
[22] google.com
[16] 247learn.com
[14] empiriclab.in
[10] blogspot.com
[8] course-downloader.com
[7] stylelib.org
[6] co.za
[6] rootkit.org

Top Domains in Tweet in G5:
[1] sektor7.net

Top Domains in Tweet in G6:
[4] lenovo.com
[1] lnv.gy

Top Domains in Tweet in G7:
[3] youtube.com

Top Domains in Tweet in G8:
[7] twitter.com
[1] campustechnology.com
[1] timeshighereducation.com
[1] tandfonline.com
[1] insidehighered.com

Top Domains in Tweet in G9:
[1452] youtube.com
[517] byjus.com
[96] wordpress.com
[84] twitter.com
[16] livemint.com
[13] thehindu.com
[12] medium.com
[11] linkedin.com
[11] business.blog
[9] financialexpress.com

Top Domains in Tweet in G10:
[1] blogspot.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14651] onlinelearning
[11027] byjus
[1002] english
[975] englishlanguage
[826] englishlearning
[662] education
[601] elearning
[601] learning
[570] englishgrammar
[502] phrasalverbs



Top Hashtags in Tweet in G1:
[6503] onlinelearning
[5198] byjus
[184] education
[175] elearning
[110] learning
[87] onlineclasses
[75] onlinecourses
[74] online
[59] homeschooling
[56] onlinecourse

Top Hashtags in Tweet in G2:
[935] englishlanguage
[931] english
[802] englishlearning
[569] englishgrammar
[499] phrasalverbs
[416] onlinelearning
[383] learnenglish
[350] englishquiz
[276] learn
[262] learningenglish

Top Hashtags in Tweet in G3:
[221] onlinelearning
[164] distancelearning
[104] education
[76] elearning
[58] edtech
[50] learning
[33] distanceeducation
[32] xl8
[32] t9n
[32] 1nt

Top Hashtags in Tweet in G4:
[193] onlinelearning
[129] udemy
[127] udemyfree
[106] python
[93] onlinecourses
[92] udemycourse
[86] udemycoupon
[82] elearning
[69] javascript
[61] udemycoupons

Top Hashtags in Tweet in G5:
[1] rto
[1] redteam
[1] onlinelearning

Top Hashtags in Tweet in G6:
[5] lenovo
[5] onlinelearning
[5] tablets
[5] nomorekeepingtabs

Top Hashtags in Tweet in G7:
[4] trending
[4] education
[3] onlinelearning
[3] statistics
[3] assignmenthelp
[3] assignmentdue
[3] homeworkhelp
[3] doubtsolving

Top Hashtags in Tweet in G8:
[10] onlinelearning
[8] edtech
[7] highered
[3] highereducation
[1] elearning
[1] learning
[1] twittercampus

Top Hashtags in Tweet in G9:
[2251] onlinelearning
[2183] byjus
[36] elearning
[16] embibe
[14] amazonacademy
[7] toprankholders
[7] neettoppers
[5] edtech
[4] education
[3] unacademy

Top Hashtags in Tweet in G10:
[1] makemoneyonline
[1] business
[1] money
[1] onlinelearning

Top Words
Top Words in Tweet in Entire Graph:
[14615] #onlinelearning
[11027] #byjus
[2286] inspiration
[2215] dose
[1295] online
[1173] facts
[1144] learning
[1002] #english
[975] #englishlanguage
[947] day

Top Words in Tweet in G1:
[6503] #onlinelearning
[5198] #byjus
[1056] inspiration
[1031] dose
[579] facts
[508] online
[444] amusing
[433] day
[430] learning
[421] byju

Top Words in Tweet in G2:
[935] #englishlanguage
[931] #english
[883] evrenkntenglish
[802] #englishlearning
[569] #englishgrammar
[499] #phrasalverbs
[389] #onlinelearning
[383] #learnenglish
[350] #englishquiz
[276] #learn

Top Words in Tweet in G3:
[219] #onlinelearning
[162] #distancelearning
[113] call
[111] learning
[103] #education
[97] course
[77] online
[76] î
[75] #elearning
[65] enroll

Top Words in Tweet in G4:
[193] #onlinelearning
[135] #udemy
[127] #udemyfree
[107] udemy
[106] #python
[93] #onlinecourses
[92] #udemycourse
[88] #udemycoupon
[82] #elearning
[69] #javascript

Top Words in Tweet in G5:
[226] pre
[226] sale
[226] sep
[113] go
[113] rto
[113] maldev
[113] advanced
[113] vol
[113] open
[113] end

Top Words in Tweet in G6:
[172] distance
[98] lenovo_in
[97] tab
[96] lenovo
[94] child
[94] screen
[89] comes
[86] worried
[85] reminder
[85] prompt

Top Words in Tweet in G7:
[11] rohanmintoo
[10] sharadchawla16
[8] easy
[7] ahmarhasan28
[7] quesquiver
[7] irenerusso124
[7] sumanrohoman
[7] tracyha98463342
[7] fjnrdcc4zqxs
[7] muuran8

Top Words in Tweet in G8:
[71] neilmosley5
[46] online
[38] learning
[25] education
[25] blended
[22] those
[22] successful
[22] initiatives
[22] stress
[22] importance

Top Words in Tweet in G9:
[2251] #onlinelearning
[2183] #byjus
[460] inspiration
[444] dose
[227] facts
[172] byjus
[170] amusing
[169] byju
[119] day
[93] byju's

Top Words in Tweet in G10:
[49] selling
[49] long
[49] tail
[49] keywords
[49] huge
[49] market
[49] making
[49] 2000
[49] day
[49] here's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11024] #byjus,#onlinelearning
[2215] dose,inspiration
[1218] inspiration,#byjus
[884] amusing,facts
[787] #english,#englishlanguage
[497] byjus,#byjus
[480] divya,gokulnath
[450] evrenkntenglish,#english
[358] facts,byjus
[335] #englishlanguage,#englishgrammar

Top Word Pairs in Tweet in G1:
[5196] #byjus,#onlinelearning
[1031] dose,inspiration
[567] inspiration,#byjus
[444] amusing,facts
[242] byjus,#byjus
[227] divya,gokulnath
[172] facts,byjus
[161] motivational,quotes
[152] online,learning
[142] byju,raveendran

Top Word Pairs in Tweet in G2:
[770] #english,#englishlanguage
[450] evrenkntenglish,#english
[335] #englishlanguage,#englishgrammar
[315] #englishlearning,#phrasalverbs
[272] #englishgrammar,#englishlearning
[271] #englishlanguage,#englishlearning
[206] #phrasalverbs,#onlinelearning
[193] #vocabulary,#grammar
[183] #grammar,#ingilizce
[157] #ingilizce,#vocab

Top Word Pairs in Tweet in G3:
[51] î,î
[46] #onlinelearning,#distancelearning
[45] course,course
[45] course,duration
[36] #education,#onlinelearning
[34] call,whatsapp
[34] whatsapp,8108932184
[34] 8108932184,8818828928
[33] enroll,certificate
[32] #xl8,#t9n

Top Word Pairs in Tweet in G4:
[84] #udemycoupon,#onlinecourses
[73] #udemy,#udemycourse
[73] #udemycourse,#udemyfree
[73] #udemyfree,#udemycoupon
[47] #python,#angular
[47] #angular,#reactjs
[45] #udemy,#udemyfree
[43] #onlinecourses,#udemycoupons
[43] udemy,customer
[43] customer,offer

Top Word Pairs in Tweet in G5:
[226] pre,sale
[113] go,pre
[113] sale,rto
[113] rto,maldev
[113] maldev,advanced
[113] advanced,vol
[113] vol,open
[113] open,pre
[113] sale,end
[113] end,sep

Top Word Pairs in Tweet in G6:
[96] lenovo,tab
[86] screen,lenovo
[85] comes,distance
[85] distance,reminder
[85] reminder,prompt
[84] worried,distance
[84] distance,between
[84] between,child
[84] child,screen
[84] tab,comes

Top Word Pairs in Tweet in G7:
[7] ahmarhasan28,quesquiver
[7] quesquiver,rohanmintoo
[7] rohanmintoo,irenerusso124
[7] irenerusso124,sumanrohoman
[7] sumanrohoman,tracyha98463342
[7] tracyha98463342,fjnrdcc4zqxs
[7] fjnrdcc4zqxs,muuran8
[6] sharadchawla16,ahmarhasan28
[5] muuran8,zauberkrafâ
[4] easy,detailed

Top Word Pairs in Tweet in G8:
[24] blended,learning
[22] those,successful
[22] successful,blended
[22] learning,initiatives
[22] initiatives,stress
[22] stress,importance
[22] importance,institutional
[22] institutional,support
[21] best,online
[21] online,education

Top Word Pairs in Tweet in G9:
[2182] #byjus,#onlinelearning
[444] dose,inspiration
[245] inspiration,#byjus
[170] amusing,facts
[94] byjus,#byjus
[91] divya,gokulnath
[70] facts,byjus
[58] gokulnath,#byjus
[56] byju,raveendran
[54] motivational,quotes

Top Word Pairs in Tweet in G10:
[49] selling,long
[49] long,tail
[49] tail,keywords
[49] keywords,huge
[49] huge,market
[49] market,making
[49] making,2000
[49] 2000,day
[49] day,here's
[49] here's,tool

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@evrenkntenglish
@sektor7net
@lenovo_in
@neilmosley5
@youtube
@metaverseworld_
@courcefree
@garitoken
@makemoneyy2k
@16g_b22

Top Mentioned in G1:
@gaftaworld
@5spirals
@iimtstudies
@englishtroop
@kristinabazan19
@ianbrodie
@hamiltor_rex
@andewill06
@tanjilatoma2011
@exclusivedotcom

Top Mentioned in G2:
@evrenkntenglish
@activeenglish11
@jaythompsonedu

Top Mentioned in G3:
@ucsdexttransint
@asymptote_eu
@thelmsdaily
@moodle
@wtmcouncil
@realmathde
@rafalombardino
@duoinspirations
@shaanedu
@drbruceajohnson

Top Mentioned in G4:
@courcefree
@ragingcoupon
@socygen
@empiricmanagem1
@my_chanakya
@aneeeqaneeq
@plethudeep
@zeroplagiarism
@essay_writers17
@24hrwriters

Top Mentioned in G5:
@sektor7net

Top Mentioned in G6:
@lenovo_in

Top Mentioned in G7:
@rohanmintoo
@sharadchawla16
@quesquiver
@irenerusso124
@sumanrohoman
@tracyha98463342
@fjnrdcc4zqxs
@muuran8
@ahmarhasan28

Top Mentioned in G8:
@neilmosley5
@neilguppy2
@uwematzat
@herdjournal
@cardiffmet
@qed_tweets
@capdmltd
@torreytrust
@lehrblick

Top Mentioned in G9:
@byjus
@pranb10
@unacademy
@namahchawla
@thekaranshroff
@unfolduofficial
@sureshreddy0
@afaqs
@gauravmunjal
@whitehatjunior

Top Mentioned in G10:
@makemoneyy2k

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@animatorspal
@cybersecurityn8
@alamgirizvi
@fabriciosx
@omazozfahad1
@rahul05ranjan
@mrnaassir

Top Tweeters in G1:
@ebooklingo
@jeffbullas
@thehansindiaweb
@fpjindia
@prabhu_ds
@abplive
@eksrayk
@topnewsites
@hernangraffe
@jucktion

Top Tweeters in G2:
@riyadhalrifai
@boom_pp
@kcihccihc
@luissanclement2
@07mr_arya
@guadalu31632151
@jerocara_gji
@anakonsumtif
@morita2521
@mtsendpurev

Top Tweeters in G3:
@hephaistos_ai
@bot_twlehrerz
@scalarhumanity
@rdene915
@_dotnetbot_
@markj_ohnson
@interpretaatioo
@cryptovitas
@tweetbyworld
@distancelrnbot

Top Tweeters in G4:
@sectest9
@xaelbot
@cybersecurityn8
@fabriciosx
@rahul05ranjan
@goaidev
@codewithtwitchi
@xeronbot
@calcaware
@botfemale

Top Tweeters in G5:
@rejectionking
@tazwake
@offethhacker
@shotgunner101
@truneski
@ch33r10
@0x_saudi
@sunjay_kelkar
@m3g9tr0n
@superfluoussec

Top Tweeters in G6:
@sgaparwezi
@fakttruth
@abhitha84389697
@rahulverma1971
@vijaymi98897381
@shiv_g_g
@amanjitghosh
@punam_keshari01
@prashanth1394
@mamtakalra17

Top Tweeters in G7:
@alamgirizvi
@mrnaassir
@mohsinmalvi19
@gops33
@hamedomaribrah3
@s_szama
@ajitkumar_kanan
@sursmi
@debkanchan
@zsuuzsaa

Top Tweeters in G8:
@juandoming
@margymaclibrary
@__tweetinchar__
@cecilia_bocking
@iainmacl
@roshni_beeharry
@juani7b
@gpmt
@catspyjamasnz
@clairebrooks

Top Tweeters in G9:
@jaising50903984
@_7890shersingh
@afaqs
@sandeep80678377
@monaraj82318964
@khatakr254
@unacademy
@ka97678591
@gouravrampalji
@ishwars45453046

Top Tweeters in G10:
@makemoneyy2k
@catside2018
@peterwester161
@kproject1313
@saracha90364513
@mahlet84489199
@veraluc07047544
@desareno4
@borrocomateus
@eea63108457


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