datajournalism, Twitter, 12/16/2019 9:26:40 PM, 218939


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datajournalism_2019-12-16_09-12-15.xlsx
datajournalism_2019-12-16_09-12-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 16, 2019
Short Description:
datajournalism via NodeXL http://bit.ly/2qWGkob
@datajournalism
@pinardag
@datastoriespk1
@maartenzam
@albertocairo
@ejcnet
@akhooli
@andretartar
@glenkcampbell
@smfrogers

Top hashtags:
#datajournalism
#opendata
#ddj
#data
#dataviz
#startup
#startups
#hyperloop

Description:
Description
The graph represents a network of 636 Twitter users whose tweets in the requested range contained "datajournalism", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 16 December 2019 at 17:12 UTC.

The requested start date was Monday, 16 December 2019 at 01:01 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, 17-hour, 50-minute period from Monday, 02 December 2019 at 03:14 UTC to Sunday, 15 December 2019 at 21:04 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 : 636
Unique Edges : 833
Edges With Duplicates : 263
Total Edges : 1096
Number of Edge Types : 3
Mentions : 950
Tweet : 126
Replies to : 20
Self-Loops : 126
Reciprocated Vertex Pair Ratio : 0.0470139771283355
Reciprocated Edge Ratio : 0.0898058252427184
Connected Components : 115
Single-Vertex Connected Components : 49
Maximum Vertices in a Connected Component : 295
Maximum Edges in a Connected Component : 594
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.271729
Graph Density : 0.00204031099886099
Modularity : 0.691722
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 636 Twitter users whose tweets in the requested range contained "datajournalism", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 16 December 2019 at 17:12 UTC.

The requested start date was Monday, 16 December 2019 at 01:01 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, 17-hour, 50-minute period from Monday, 02 December 2019 at 03:14 UTC to Sunday, 15 December 2019 at 21:04 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 : datajournalism
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:
[12] https://twitter.com/datajournalism/status/1204731755263135745
[11] https://datajournalism.com/read/longreads/tackling-math-anxiety-in-journalism-students
[11] http://www.thefunctionalart.com/2019/12/wow-first-then-me-and-details-on-demand.html
[6] https://mailchi.mp/b628dcacea8a/veri-bulteni59
[6] https://twitter.com/datajournalism/status/1202180777175322625
[4] https://datajournalism.com/read/longreads/hard-data-and-soft-statistics-a-guide-to-critical-reporting
[4] https://www.repubblica.it/dossier/stazione-futuro-riccardo-luna/2019/12/12/news/x_factor_l_algoritmo_dice_sofia-243266310/?ref=RHPPLF-BH-I0-C8-P1-S1.8-T1&utm_content=108772034&utm_medium=social&utm_source=twitter&hss_channel=tw-1707233839
[4] https://houstoncommunications.co1.qualtrics.com/jfe/form/SV_5BwkmgzxudnQXDT
[4] https://funkcioneri.cins.rs
[4] https://datajournalism.com/read/longreads/the-dos-and-donts-of-predictive-journalism

Top URLs in Tweet in G1:
[6] https://mailchi.mp/b628dcacea8a/veri-bulteni59
[6] https://twitter.com/datajournalism/status/1202180777175322625
[4] https://houstoncommunications.co1.qualtrics.com/jfe/form/SV_5BwkmgzxudnQXDT
[3] https://datajournalism.com/read/longreads/hard-data-and-soft-statistics-a-guide-to-critical-reporting
[2] https://mailchi.mp/0dc6df0b75a3/veri-bulteni60
[2] https://twitter.com/datajournalism/status/1203729462812200960
[1] https://www.revealnews.org/job-opportunities/data-editor/
[1] https://twitter.com/i/web/status/1199647840936574976
[1] https://twitter.com/InteractEU/status/1202544791998914560
[1] https://twitter.com/i/web/status/1204308277787533312

Top URLs in Tweet in G2:
[4] https://datajournalism.com/read/longreads/tackling-math-anxiety-in-journalism-students
[3] https://datajournalism.com/read/longreads/the-dos-and-donts-of-predictive-journalism
[3] https://twitter.com/datajournalism/status/1204731755263135745
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fgive-yourself-an-edge-by-becoming-a-data-journalist-c19c05c05d0e%3Fsource%3Dcollection_category---4------5-----------------------
[2] https://datajournalism.com/read/longreads/tackling-math-anxiety-in-journalism-students?utm_source=Daily+Lab+email+list&utm_campaign=fb41e5bcb9-dailylabemail3&utm_medium=email&utm_term=0_d68264fd5e-fb41e5bcb9-396166185
[1] https://techcrunch.com/2019/11/30/black-friday-sees-record-7-4b-in-online-sales-2-9b-spent-using-smartphones/
[1] https://www.linkedin.com/slink?code=eYa8FXh
[1] https://twitter.com/asuozzo/status/1201587887965396993
[1] https://twitter.com/Datawrapper/status/1201441754756591616
[1] https://twitter.com/imerm1/status/1202212113265123334

Top URLs in Tweet in G3:
[1] https://data.fivethirtyeight.com/
[1] https://twitter.com/i/web/status/1202713045421690882
[1] https://www.abc.net.au/news/2019-12-06/how-climate-change-has-impacted-your-life/11766018
[1] https://gijn.org/2019/12/12/gijns-data-journalism-top-10-air-pollution-china-cables-29leaks-sexual-assault-via-dating-apps/
[1] https://gijn.org/2019/12/05/gijns-data-journalism-top-10-open-source-artificial-intelligence-interactive-oceans-bar-chart-races-eu-polling/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=c88c8eb0-1934-11ea-bb98-bdd0dd030319&url=L2dyYXBoaWNzLzIwMTktYW5ncnktaG9uZy1rb25nLXByb3Rlc3RlcnMtYXJlLWZ1dHVyZS13b3JrZm9yY2Uv
[1] https://twitter.com/UKAuthority/status/1204815213792579585
[1] http://csvconf.com/

Top URLs in Tweet in G4:
[1] https://twitter.com/topstoryafrica/status/1195197922939490305
[1] https://twitter.com/i/web/status/1205487714394607619
[1] https://buff.ly/2PyG2wb
[1] https://medium.com/we-are-the-european-journalism-centre/how-we-can-protect-journalists-from-online-hate-speech-25c2ace5b724
[1] https://mailchi.mp/ejc.net/career-in-fact-checking?e=7c1df87886&utm_content=buffer60110&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[1] https://twitter.com/i/web/status/1205516913570398208
[1] https://datajournalism.com/watch/verification-the-basics

Top URLs in Tweet in G5:
[2] https://www.nytimes.com/interactive/2019/12/02/climate/air-pollution-compare-ar-ul.html
[1] https://twitter.com/i/web/status/1204379207549276161
[1] https://twitter.com/i/web/status/1202175930120253440
[1] https://twitter.com/i/web/status/1202868484612542464
[1] https://www.nytimes.com/interactive/2019/12/02/climate/air-pollution-compare-ar-ul.html?smid=nytcore-ios-share
[1] https://www.nytimes.com/2019/12/01/business/media/open-source-journalism-bellingcat.html

Top URLs in Tweet in G6:
[11] http://www.thefunctionalart.com/2019/12/wow-first-then-me-and-details-on-demand.html
[6] https://twitter.com/datajournalism/status/1204731755263135745
[2] https://datajournalism.com/read/longreads/tackling-math-anxiety-in-journalism-students?utm_source=API+Need+to+Know+newsletter&utm_campaign=2ba73666c5-EMAIL_CAMPAIGN_2019_12_13_01_03&utm_medium=email&utm_term=0_e3bf78af04-2ba73666c5-45796993
[1] https://public.flourish.studio/story/127010/
[1] https://thomsonfoundation.edcastcloud.com/learn/data-journalism-take-your-first-steps-self-paced
[1] https://datajournalism.com/read/longreads/tackling-math-anxiety-in-journalism-students
[1] https://datajournalism.com/watch/cleaning-data-in-excel/formulas-and-pivot-tables/formulas-and-pivot-tables

Top URLs in Tweet in G7:
[2] https://wt.social/wt/datajournalism
[1] https://twitter.com/i/web/status/1205073273706500097
[1] https://twitter.com/i/web/status/1205578902237798406
[1] https://twitter.com/i/web/status/1205078117523640322
[1] https://twitter.com/i/web/status/1205576895070449671
[1] https://datajournalism.com/read/longreads/the-dos-and-donts-of-predictive-journalism
[1] https://twitter.com/i/web/status/1205577509070393344
[1] https://twitter.com/i/web/status/1205592052404301826

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1204398530992979970

Top URLs in Tweet in G9:
[2] http://www.niemanlab.org/2018/12/data-journalism-becomes-a-global-field/
[1] http://googletrends.github.io/data/
[1] https://twitter.com/i/web/status/1205150314405363713
[1] https://datajournalism.com/read/longreads/tackling-math-anxiety-in-journalism-students

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1204784651291840512
[1] https://blog.properati.com.co/buscamos-periodista-de-datos/?utm_source=twitter&utm_medium=ad&utm_campaign=datajournalist

Top Domains
Top Domains in Tweet in Entire Graph:
[143] twitter.com
[35] datajournalism.com
[15] medium.com
[12] mailchi.mp
[11] thefunctionalart.com
[5] nytimes.com
[4] repubblica.it
[4] google.com
[4] qualtrics.com
[4] cins.rs

Top Domains in Tweet in G1:
[29] twitter.com
[11] mailchi.mp
[6] datajournalism.com
[4] qualtrics.com
[2] datavizcatalogue.com
[2] paper.li
[1] revealnews.org
[1] google.com
[1] fivethirtyeight.com

Top Domains in Tweet in G2:
[24] twitter.com
[13] datajournalism.com
[5] medium.com
[2] theguardian.com
[1] techcrunch.com
[1] linkedin.com
[1] dwh.at
[1] co.kr
[1] hijackedlabour.com
[1] dzone.com

Top Domains in Tweet in G3:
[2] twitter.com
[2] gijn.org
[1] fivethirtyeight.com
[1] net.au
[1] bloomberg.com
[1] csvconf.com

Top Domains in Tweet in G4:
[3] twitter.com
[1] buff.ly
[1] medium.com
[1] mailchi.mp
[1] datajournalism.com

Top Domains in Tweet in G5:
[4] nytimes.com
[3] twitter.com

Top Domains in Tweet in G6:
[11] thefunctionalart.com
[6] twitter.com
[4] datajournalism.com
[1] flourish.studio
[1] edcastcloud.com

Top Domains in Tweet in G7:
[6] twitter.com
[2] wt.social
[1] datajournalism.com

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

Top Domains in Tweet in G9:
[2] niemanlab.org
[1] github.io
[1] twitter.com
[1] datajournalism.com

Top Domains in Tweet in G10:
[1] twitter.com
[1] com.co

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[247] datajournalism
[46] opendata
[38] ddj
[32] data
[32] dataviz
[28] startup
[28] startups
[28] hyperloop
[28] investing
[22] journalists



Top Hashtags in Tweet in G1:
[27] datajournalism
[19] data
[19] journalists
[12] datajounalists
[8] datahandbook
[8] bogota
[8] ddj
[6] dataviz
[6] opendata
[4] humanrightsday

Top Hashtags in Tweet in G2:
[29] datajournalism
[4] data
[3] towardsdatascience
[2] dataviz
[2] journalism
[2] ddj
[2] giornata15
[2] stadiumreporter
[2] dataliteracy
[1] mooc

Top Hashtags in Tweet in G3:
[31] datajournalism
[22] opendata
[16] openscience
[7] dataviz
[7] ddj
[6] brazil
[6] codabr19
[2] democracy
[2] hongkongprotests
[2] journalists

Top Hashtags in Tweet in G4:
[9] datajournalism
[9] journalism
[8] mediadev
[7] factchecking
[6] topstorysn3
[2] migration
[1] gis
[1] eu
[1] journalists
[1] youth4regions

Top Hashtags in Tweet in G5:
[4] datajournalism
[2] dataviz
[2] geoviz
[2] neogeoweb

Top Hashtags in Tweet in G6:
[11] dataviz
[11] infographics
[11] ddj
[4] datajournalism
[2] mooc
[2] صحافة_البيانات
[1] numeracy
[1] nuclear
[1] energy
[1] newclear

Top Hashtags in Tweet in G7:
[4] datajournalism
[2] wtsocial

Top Hashtags in Tweet in G8:
[16] datajournalism

Top Hashtags in Tweet in G9:
[3] datajournalism
[3] ddj
[1] opendata

Top Hashtags in Tweet in G10:
[15] opendata
[1] datajournalism
[1] periodismodedatos

Top Words
Top Words in Tweet in Entire Graph:
[369] Words in Sentiment List#1: Positive
[87] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[12515] Non-categorized Words
[12971] Total Words
[247] #datajournalism
[163] data
[111] datajournalism
[67] journalism
[46] #opendata

Top Words in Tweet in G1:
[78] datajournalism
[39] data
[27] #datajournalism
[22] journalist
[22] doing
[19] #data
[19] #journalists
[18] attention
[18] camaj_camaj
[18] uhvalentschool

Top Words in Tweet in G2:
[29] #datajournalism
[14] র
[13] য
[12] data
[10] journalism
[9] ব
[8] ãƒ
[7] story
[6] স
[6] ক

Top Words in Tweet in G3:
[31] #datajournalism
[22] #opendata
[16] looking
[16] great
[16] #openscience
[16] conference
[16] share
[16] work
[16] ideas
[16] 2020

Top Words in Tweet in G4:
[17] latest
[15] ejcnet
[9] topstoryafrica
[9] #datajournalism
[9] 100
[9] paths
[9] #journalism
[9] tips
[8] thrilled
[8] see

Top Words in Tweet in G5:
[22] nytimes
[19] stepan8sedlacek
[18] 400
[18] tis
[18] pokusil
[17] statisíce
[17] lidí
[17] ročně
[17] evropě
[17] předčasně

Top Words in Tweet in G6:
[14] albertocairo
[11] wow
[11] first
[11] details
[11] demand
[11] #dataviz
[11] #infographics
[11] #ddj
[10] #datajournaliâ
[6] maartenzam

Top Words in Tweet in G7:
[12] datajournalism
[11] upshotnyt
[10] ddjschool
[9] datamediahub
[9] dataroomcorsera
[9] econdailycharts
[8] gelliottmorris
[8] cristinadarold
[4] subwiki
[4] #datajournalism

Top Words in Tweet in G8:
[16] first
[16] story
[16] moving
[16] bloomberg
[16] #datajournalism
[16] team
[16] using
[16] pull
[16] down
[16] analyze

Top Words in Tweet in G9:
[11] smfrogers
[8] episode
[8] download
[7] data
[7] play
[7] make
[7] ours
[7] available
[7] discover
[7] party

Top Words in Tweet in G10:
[15] buscamos
[15] periodista
[15] datos
[15] bogotá
[15] gusta
[15] comunicar
[15] trabajar
[15] #opendata
[15] conoce
[13] properati_data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[30] math,anxiety
[28] data,journalism
[28] hyperloops,good
[28] good,investment
[28] investment,data
[28] data,driven
[28] driven,investor
[28] investor,medium
[28] medium,pensignal
[28] pensignal,#startup

Top Word Pairs in Tweet in G1:
[18] attention,#data
[18] #data,#journalists
[18] #journalists,camaj_camaj
[18] camaj_camaj,uhvalentschool
[18] uhvalentschool,doing
[18] doing,international
[18] international,survey
[18] survey,better
[13] maths,person
[13] person,journalist

Top Word Pairs in Tweet in G2:
[6] ãƒ,ãƒ
[5] journalism,students
[4] ব,দ
[3] স,ব
[3] angolo,#datajournalism
[3] #datajournalism,team
[3] #towardsdatascience,#datajournalism
[3] data,journalism
[3] tackling,math
[3] math,anxiety

Top Word Pairs in Tweet in G3:
[16] looking,great
[16] great,#opendata
[16] #opendata,#openscience
[16] #openscience,#datajournalism
[16] #datajournalism,conference
[16] conference,share
[16] share,work
[16] work,ideas
[16] ideas,2020
[15] serahrono,looking

Top Word Pairs in Tweet in G4:
[9] 100,paths
[9] paths,#journalism
[8] thrilled,see
[8] see,latest
[8] latest,episode
[8] episode,topstoryafrica
[8] topstoryafrica,kenyan
[8] kenyan,tv
[8] tv,show
[8] show,supported

Top Word Pairs in Tweet in G5:
[18] 400,tis
[18] tis,nytimes
[18] nytimes,pokusil
[17] stepan8sedlacek,statisíce
[17] statisíce,lidí
[17] lidí,ročně
[17] ročně,evropě
[17] evropě,předčasně
[17] předčasně,umírají
[17] umírají,důsledku

Top Word Pairs in Tweet in G6:
[11] wow,first
[11] first,details
[11] details,demand
[11] demand,#dataviz
[11] #dataviz,#infographics
[11] #infographics,#ddj
[10] albertocairo,wow
[10] #ddj,#datajournaliâ
[4] good,maartenzam
[4] maartenzam,cc

Top Word Pairs in Tweet in G7:
[11] upshotnyt,datajournalism
[10] datajournalism,ddjschool
[9] ddjschool,datamediahub
[9] datamediahub,dataroomcorsera
[9] dataroomcorsera,econdailycharts
[7] econdailycharts,gelliottmorris
[6] cristinadarold,upshotnyt
[4] subwiki,#datajournalism
[3] jimmy_wales,cristinadarold
[3] gelliottmorris,spi

Top Word Pairs in Tweet in G8:
[16] first,story
[16] story,moving
[16] moving,bloomberg
[16] bloomberg,#datajournalism
[16] #datajournalism,team
[16] team,using
[16] using,pull
[16] pull,down
[16] down,analyze
[16] analyze,26k

Top Word Pairs in Tweet in G9:
[7] download,data
[7] data,play
[7] play,make
[7] make,ours
[7] ours,available
[7] available,discover
[7] discover,party
[7] party,candidates
[7] candidates,sport
[6] smfrogers,download

Top Word Pairs in Tweet in G10:
[15] buscamos,periodista
[15] periodista,datos
[15] datos,bogotá
[15] bogotá,gusta
[15] gusta,comunicar
[15] comunicar,trabajar
[15] trabajar,#opendata
[15] #opendata,conoce
[13] properati_data,buscamos
[13] conoce,oportuni

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@pensignal
@nytimes
@ejcnet
@camaj_camaj
@stepan8sedlacek
@andretartar
@serahrono
@reveal

Top Mentioned in G1:
@datajournalism
@camaj_camaj
@reveal
@bbc
@lndata
@marisamagar
@voydorg
@ejcnet
@winnydejong

Top Mentioned in G3:
@serahrono
@gijn
@sophiewarnes
@datajournalism
@biuk
@ukgovtech
@fivethirtyeight
@abcnews
@glenkcampbell
@l

Top Mentioned in G4:
@ejcnet
@topstoryafrica
@matteom
@warungu
@elvoeh
@yegonemmanuel_
@datajournalism
@bazazigeneral
@matteomoschella
@firstdraftnews

Top Mentioned in G5:
@nytimes
@stepan8sedlacek
@honzabocek
@re_sieber

Top Mentioned in G6:
@albertocairo
@maartenzam
@lennymartinezd
@wjecparis
@macloo
@bikeprof
@utknightcenter
@smfrogers
@kimfoxwosu
@datajournalism

Top Mentioned in G7:
@datajournalism
@ddjschool
@upshotnyt
@datamediahub
@dataroomcorsera
@econdailycharts
@gelliottmorris
@cristinadarold
@jimmy_wales
@spi

Top Mentioned in G8:
@andretartar

Top Mentioned in G9:
@smfrogers
@niemanlab
@statsandstories

Top Mentioned in G10:
@properati_data

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@real_infinity95
@chidambara09
@g1
@btzmedina
@sandi_childs
@saintwalker98
@ntvkenya
@nytimes
@dwatchnews

Top Tweeters in G1:
@btzmedina
@gombang
@maelorin
@rstatstweet
@bbbcccnnn
@margymaclibrary
@e_lisney
@fcoel
@paulbradshaw
@artnet

Top Tweeters in G2:
@dutchbw
@karda70
@imaadmajeed
@karimkhanf
@rizwan236
@simonpenson
@newsalliance
@marek_miller
@jemoraz
@korifeener

Top Tweeters in G3:
@g1
@abcnews
@biuk
@fivethirtyeight
@technojeder
@furtherfield
@puntofisso
@kirstie_j
@sophiewarnes
@loso_josef

Top Tweeters in G4:
@ntvkenya
@yegonemmanuel_
@odangaring
@elvoeh
@anaserranot
@sambrook
@bibiana_be
@ejcnet
@efjeurope
@datascouting

Top Tweeters in G5:
@nytimes
@czleft
@irozhlascz
@martinprasil
@zborrik
@ntr23
@re_sieber
@davidkreuzcz
@rji
@michalberg

Top Tweeters in G6:
@stellaaaa
@albertocairo
@kimfoxwosu
@jkelly3rd
@journtoolbox
@macloo
@maartenzam
@utknightcenter
@suhnyllakler
@janjanes_media

Top Tweeters in G7:
@upshotnyt
@gelliottmorris
@datamediahub
@lucatremolada
@jimmy_wales
@bazzzbazzz
@cristinadarold
@elisabetta_tola
@econdailycharts
@ru55harris

Top Tweeters in G8:
@sandi_childs
@saintwalker98
@lbrass3
@fangirlsmash
@brendaschory
@asiansocialnet
@amartinez28r
@medvisjackson
@elbowspeak
@bbgvisualdata

Top Tweeters in G9:
@yoslevy
@niemanlab
@riccardoe
@kclarkcollege
@smfrogers
@mariannabruschi
@m_nabu55
@tatotot
@jebrophy
@gimmedatblunt

Top Tweeters in G10:
@chiwizz1
@laclaux
@runixo
@sic
@tincho_for_ever
@cuducos
@aldoescobarlvp
@cecihaya
@martinalalu
@dampiela


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