#DH, Twitter, 1/20/2021 4:21:29 AM, 246020


FAQ | Problem?

#DH_2021-01-19_17-42-17.xlsx
#DH_2021-01-19_17-42-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 20, 2021
Short Description:
#DH via NodeXL https://bit.ly/2LEfdc7
@digtalhumanatee
@revuehn
@vdhd2021
@wjb_mattingly
@adhorg
@real_person_dh
@visualizingpam
@smr_foundation
@mia_out
@her_storian

Top hashtags:
#dh
#digitalhumanities
#akb48
#lgbt
#ner
#vdhd2021
#mtb
#ゆうなぁ夫婦
#百合部
#尊いカップル

Description:
Description
The graph represents a network of 1,466 Twitter users whose tweets in the requested range contained "#DH", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 20 January 2021 at 01:44 UTC.

The requested start date was Tuesday, 19 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 43-minute period from Tuesday, 05 January 2021 at 01:32 UTC to Tuesday, 19 January 2021 at 00:16 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 : 1466
Unique Edges : 1208
Edges With Duplicates : 2855
Total Edges : 4063
Number of Edge Types : 5
Retweet : 1194
MentionsInRetweet : 1930
Mentions : 484
Tweet : 423
Replies to : 32
Self-Loops : 434
Reciprocated Vertex Pair Ratio : 0.0329776915615907
Reciprocated Edge Ratio : 0.063849765258216
Connected Components : 221
Single-Vertex Connected Components : 112
Maximum Vertices in a Connected Component : 659
Maximum Edges in a Connected Component : 2305
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.069868
Graph Density : 0.000991763243298614
Modularity : 0.496033
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 1,466 Twitter users whose tweets in the requested range contained "#DH", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 20 January 2021 at 01:44 UTC.

The requested start date was Tuesday, 19 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 43-minute period from Tuesday, 05 January 2021 at 01:32 UTC to Tuesday, 19 January 2021 at 00:16 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 : #DH
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:
[33] https://emploi.cnrs.fr/Offres/CDD/USR3185-INEBON-018/Default.aspx
[10] https://www.instagram.com/accounts/login/
[9] https://humanum.hypotheses.org/6311
[8] https://www.nzz.ch/schweiz/leichen-im-netz-wenn-geisteswissenschafter-auf-informatik-treffen-ld.1592445?reduced=true
[8] https://electronicbookreview.com/gathering/electronic-literature-frameworks-for-the-creative-digital-humanities/
[7] https://www.sponichi.co.jp/baseball/news/2020/12/17/kiji/20201216s00001173599000c.html
[7] https://number.bunshun.jp/articles/-/846277
[6] https://www.sanspo.com/baseball/news/20201213/npb20121307300001-n1.html
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245563
[6] https://jpsearch.go.jp/

Top URLs in Tweet in G1:
[5] https://scripta.bbf.dipf.de/
[4] https://vdhd2021.hypotheses.org/call-for-participation/call-for-papers
[3] https://vdhd2021.hypotheses.org/call-for-participation
[2] https://newzhook.com/story/the-ephemriad-project-visually-impaired-jadavpur-university-student-accessibility-disabled-disability/
[2] https://www.ephemeriad.com/2020/12/agfacolor-photography-negatives-savoy.html
[2] https://twitter.com/ElkeZinsmeister/status/1349419092369879041
[2] https://twitter.com/mcgilldigihum/status/1347567241131397125
[2] https://twitter.com/antonomasien/status/1350732382115164161
[2] https://twitter.com/DHDInfo/status/1346890241756565509
[1] https://twitter.com/Ecoledeschartes/status/1351193882541735936

Top URLs in Tweet in G2:
[33] https://emploi.cnrs.fr/Offres/CDD/USR3185-INEBON-018/Default.aspx
[9] https://humanum.hypotheses.org/6311
[4] https://twitter.com/ProfM_Azzolini/status/1348624088743473155?s=20
[2] https://www.kuleuven.be/personeel/jobsite/jobs/56116357?hl=en&lang=en
[2] https://numrha.hypotheses.org/1965
[2] https://humanum.hypotheses.org/5754
[2] https://twitter.com/Huma_Num/status/1340954225426264064
[1] https://twitter.com/crihunum/status/1351224946647826432
[1] https://journals.openedition.org/revuehn/682
[1] https://numrha.hypotheses.org/1528

Top URLs in Tweet in G3:
[9] https://www.instagram.com/accounts/login/
[7] https://www.sponichi.co.jp/baseball/news/2020/12/17/kiji/20201216s00001173599000c.html
[7] https://number.bunshun.jp/articles/-/846277
[6] https://www.instagram.com/dem_apsyoukai/
[6] https://www.sanspo.com/baseball/news/20201213/npb20121307300001-n1.html
[4] https://news.yahoo.co.jp/articles/d2ca49c069a2a2dce046325e2de3bbff9b7292f0
[3] https://www.youtube.com/playlist?list=PLbLJ5AZaJRhwRzXkJ74jJcF3ev9OS1C68

[2] https://www.logoground.com/logo.php?id=111446
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F318459111596377%2Fposts%2F3370398926402365%2F%3Fd%3Dn
[1] https://duapune.com/employers/penelope-networking-solutions/jobs

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245563
[4] https://jobs.reading.ac.uk/displayjob.aspx?jobid=7394
[2] https://jobs.openbiblio.eu/stellenangebote/57498
[2] https://twitter.com/MaraOlivaPhD/status/1346851892555640832
[2] https://jobs.openbiblio.eu/stellenangebote/57152
[1] https://www.gale.com/intl/primary-sources/digital-scholar-lab?utm_medium=social&utm_source=twitter&utm_campaign=slavery_in_lab&utm_content=social_twitter
[1] https://www.gale.com/intl/primary-sources/slavery-and-anti-slavery?utm_medium=social&utm_source=twitter&utm_campaign=slavery_in_lab&utm_content=social_twitter
[1] https://dhsi.org/dhsi-2021-online-edition/
[1] https://electronicbookreview.com/gathering/electronic-literature-frameworks-for-the-creative-digital-humanities/
[1] https://twitter.com/maraolivaphd/status/1347120378255126528

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=E9h8qVm2uNY&feature=youtu.be

[1] https://www.youtube.com/watch?v=MYs0W2fPxSo&feature=youtu.be

[1] https://www.youtube.com/PythonTutorialsforDigitalHumanities
[1] https://www.youtube.com/watch?v=1l3v2Zcgb3s&feature=youtu.be

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

[1] https://www.youtube.com/watch?v=fNvTnf10N2M&feature=youtu.be

[1] https://www.youtube.com/watch?v=XE22cAnwmuQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=-321RJ_Rna8&feature=youtu.be

[1] https://www.pythonhumanities.com/
[1] https://nbviewer.jupyter.org/github/wjbmattingly/holocaust_ner_lessons/tree/main/

Top URLs in Tweet in G6:
[1] https://www.idhc.org/arxius/recerca/Pla%20drets%20humans%20de%20Catalunya_EDHC_cat.pdf
[1] https://www.elsaltodiario.com/migracion/podcast-or-crisis-humanitaria-tras-el-incendio-en-el-campo-de-refugiados-de-lipa-en-bosnia
[1] https://www.infomigrants.net/en/post/29434/dozens-of-migrants-returned-to-libya-within-24-hours-iom-says
[1] https://www.migranodearena.org/usuario/associaci-de-suport-stop-mare-mortum/dona
[1] https://twitter.com/NoNameKitchen1/status/1347599348721471493
[1] https://elpais.com/espana/2021-01-15/cuarentenas-con-frio-y-sin-ducharse-para-los-inmigrantes-en-canarias.html

Top URLs in Tweet in G7:
[4] https://www.observatoriofeminicidiomexico.org/copia-de-spot-radiof%C3%B3nico
[1] https://twitter.com/article19mex/status/1347378557253611521

Top URLs in Tweet in G8:
[2] https://teachdh.sdsu.edu/programming/
[1] http://ucihgsa.com/conference
[1] https://twitter.com/clevertitletk/status/1350230915314814978
[1] https://twitter.com/RuthAhnert/status/1348588362299547648
[1] https://uci.zoom.us/meeting/register/tJUuce-vrTwsGNIIHRsMQpGwaIoevmrYUvMc

Top URLs in Tweet in G9:
[2] https://twitter.com/kate_thornhill/status/1348661299484389376
[1] http://www.newenglandhistorians.org/2020/12/spring-2021-virtual-conference-cfp/
[1] https://twitter.com/wpplacepress/status/1348627005466693634

Top URLs in Tweet in G10:
[1] https://twitter.com/elcuervonica/status/1347185520808513536

Top Domains
Top Domains in Tweet in Entire Graph:
[119] twitter.com
[34] cnrs.fr
[24] hypotheses.org
[20] youtube.com
[16] instagram.com
[14] co.jp
[9] ac.uk
[8] nzz.ch
[8] electronicbookreview.com
[7] bunshun.jp

Top Domains in Tweet in G1:
[33] twitter.com
[9] hypotheses.org
[5] dipf.de
[3] newzhook.com
[3] ephemeriad.com
[1] dhd-blog.org
[1] go.jp
[1] nodexlgraphgallery.org
[1] kuleuven.be
[1] sdsu.edu

Top Domains in Tweet in G2:
[34] cnrs.fr
[14] hypotheses.org
[10] twitter.com
[2] kuleuven.be
[1] openedition.org
[1] tpdl.eu
[1] isidore.science
[1] renater.fr
[1] cairn.info
[1] nakala.fr

Top Domains in Tweet in G3:
[19] twitter.com
[15] instagram.com
[14] co.jp
[7] bunshun.jp
[6] sanspo.com
[4] youtube.com
[4] footnews.be
[2] logoground.com
[1] facebook.com
[1] duapune.com

Top Domains in Tweet in G4:
[7] twitter.com
[6] ac.uk
[5] nodexlgraphgallery.org
[4] openbiblio.eu
[2] gale.com
[1] dhsi.org
[1] electronicbookreview.com
[1] virginia.edu
[1] uni-muenster.de
[1] digitalmedievalist.org

Top Domains in Tweet in G5:
[8] youtube.com
[1] pythonhumanities.com
[1] jupyter.org
[1] mozilla.org
[1] euppublishing.com
[1] opensemanticsearch.org
[1] jiamdiary.info
[1] twitter.com

Top Domains in Tweet in G6:
[1] idhc.org
[1] elsaltodiario.com
[1] infomigrants.net
[1] migranodearena.org
[1] twitter.com
[1] elpais.com

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

Top Domains in Tweet in G8:
[2] sdsu.edu
[2] twitter.com
[1] ucihgsa.com
[1] zoom.us

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1148] dh
[234] digitalhumanities
[58] akb48
[52] lgbt
[46] ner
[44] vdhd2021
[41] mtb
[34] ゆうなぁ夫婦
[33] 百合部
[33] 尊いカップル



Top Hashtags in Tweet in G1:
[165] dh
[87] digitalhumanities
[44] vdhd2021
[17] dhchallengeprompt
[15] callforpublications
[10] dhd2021
[10] potsdam
[8] kaiserreich
[8] ocr
[8] 100daysofdh

Top Hashtags in Tweet in G2:
[68] dh
[22] shs
[9] markdown
[7] digitalhumanities
[5] nlp
[5] ner
[5] rameau
[4] infodoc
[3] numrha
[3] fairdata

Top Hashtags in Tweet in G3:
[192] dh
[28] 歯科
[19] da
[19] 歯科衛生士
[19] dental
[18] セリーグ
[14] 指名打者
[13] 買取
[13] 撤去冠
[13] 歯科助手

Top Hashtags in Tweet in G4:
[67] digitalhumanities
[55] dh
[8] digitalscholarship
[6] digitalresearch
[5] projectmanagement
[5] humanities
[5] pm
[5] dhsi
[4] archive
[4] history

Top Hashtags in Tweet in G5:
[29] ner
[29] dh
[25] digitalhumanities
[11] opensource
[10] nlp
[10] open
[10] semantic
[10] search
[10] vm
[6] django

Top Hashtags in Tweet in G6:
[23] dh
[14] catalunya
[10] ue
[6] vieslegalsisegures
[5] frontex
[2] stopmaremortum
[2] lanoloteria
[1] pdhc
[1] acollidadigna
[1] grupsuportgorg

Top Hashtags in Tweet in G7:
[45] dh
[12] distanciaseguraysinviolencias
[4] covid19
[3] fondocanadámx
[1] s

Top Hashtags in Tweet in G8:
[41] dh
[1] digitalhumanities
[1] dhsdsu
[1] ahacareerdiversity

Top Hashtags in Tweet in G9:
[7] dh
[3] publichistory
[3] glam
[2] digitalhumanities
[2] afamstudies
[2] asianstudies
[2] museumstudies
[2] medhist
[2] edhist
[2] cfp

Top Hashtags in Tweet in G10:
[27] dh
[26] pueblosindigenas
[26] pueblosoriginariosyafrodescendientes
[7] eua
[7] democracia
[7] trasparencia
[7] estadodederecho
[1] seguimoscambiandonicaragua
[1] derechoshumanos
[1] unidosenvictorias

Top Words
Top Words in Tweet in Entire Graph:
[1144] #dh
[234] #digitalhumanities
[186] digital
[124] vdhd2021
[116] die
[110] humanities
[106] call
[102] ãƒ
[95] ç
[93] video

Top Words in Tweet in G1:
[165] #dh
[124] vdhd2021
[111] die
[100] call
[87] #digitalhumanities
[59] einreichungen
[48] heute
[47] fã
[44] #vdhd2021
[39] participation

Top Words in Tweet in G2:
[69] humanités
[69] numériques
[68] #dh
[45] articles
[40] par
[36] meshs_lille
[35] revue
[34] appel
[34] 5e
[34] aura

Top Words in Tweet in G3:
[188] #dh
[102] ãƒ
[70] æ
[68] ç
[41] #æ
[28] #歯科
[28] œ
[19] #da
[19] #歯科衛生士
[18] šã

Top Words in Tweet in G4:
[84] digital
[67] #digitalhumanities
[55] #dh
[53] humanities
[42] officer
[34] project
[25] maraolivaphd
[24] uniofreading
[24] job
[23] fantastic

Top Words in Tweet in G5:
[63] video
[29] #ner
[29] #dh
[28] live
[26] wjb_mattingly
[25] #digitalhumanities
[19] model
[17] custom
[12] everyone
[11] pipeline

Top Words in Tweet in G6:
[50] stopmaremortum
[34] els
[28] persones
[23] #dh
[20] més
[17] dia
[15] campament
[15] 2020
[14] ara
[14] tindran

Top Words in Tweet in G7:
[45] #dh
[34] organismos
[33] eliminar
[33] autónomos
[33] inaimexico
[33] implicaría
[33] grave
[33] retroceso
[33] materia
[33] instamos

Top Words in Tweet in G8:
[41] #dh
[34] ucirvinehistory
[25] virtual
[23] her_storian
[23] historians
[23] humanists
[23] scholars
[23] hgsa
[23] accepting
[23] submissions

Top Words in Tweet in G9:
[24] cphdh
[18] tour
[18] plugin
[17] seeking
[16] participants
[16] remote
[16] user
[16] testing
[16] placepress
[16] builder

Top Words in Tweet in G10:
[31] carlosemiliodh
[27] #dh
[26] 14
[26] gobierno
[26] sandinista
[26] #pueblosindigenas
[26] #pueblosoriginariosyafrodescendientes
[26] hacen
[8] hablar
[7] #eua

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[103] digital,humanities
[72] humanités,numériques
[68] #dh,#digitalhumanities
[64] ãƒ,ãƒ
[41] eliminar,organismos
[41] organismos,autónomos
[39] call,participation
[37] appel,articles
[37] articles,5e
[37] 5e,revue

Top Word Pairs in Tweet in G1:
[39] call,participation
[28] #dh,#digitalhumanities
[24] heute,endet
[24] digital,humanities
[23] fã,die
[23] endet,call
[23] die,vdhd2021
[23] vdhd2021,freuen
[23] alle,einreichungen
[20] zwei,tage

Top Word Pairs in Tweet in G2:
[69] humanités,numériques
[34] appel,articles
[34] articles,5e
[34] 5e,revue
[34] revue,aura
[34] aura,thème
[34] thème,enseigner
[34] enseigner,apprendre
[34] apprendre,humanités
[34] numériques,sera

Top Word Pairs in Tweet in G3:
[64] ãƒ,ãƒ
[29] #æ,ç
[20] œ,œ
[19] #da,#dh
[16] ç,ç
[15] くるくるくるくる,#dental
[15] #dental,#dh
[15] #dh,#歯科
[14] #dh,#指名打者
[13] またのご利用お待ちしております,#da

Top Word Pairs in Tweet in G4:
[52] digital,humanities
[29] project,officer
[22] come,join
[21] job,alert
[21] alert,uniofreading
[21] uniofreading,#digitalhumanities
[21] #digitalhumanities,project
[21] officer,come
[21] join,fantastic
[21] fantastic,team

Top Word Pairs in Tweet in G5:
[20] live,video
[13] wjb_mattingly,video
[12] #digitalhumanities,live
[11] #ner,#dh
[11] video,#ner
[11] #ner,#digitalhumanities
[10] #opensource,release
[10] #open,#semantic
[8] final,video
[8] video,holocaust

Top Word Pairs in Tweet in G6:
[19] els,#dh
[14] ara,tindran
[14] tindran,més
[14] més,temps
[14] temps,fóra
[14] fóra,bo
[14] bo,tots
[14] tots,els
[14] els,partits
[14] partits,polítics

Top Word Pairs in Tweet in G7:
[33] eliminar,organismos
[33] organismos,autónomos
[33] autónomos,inaimexico
[33] inaimexico,implicaría
[33] implicaría,grave
[33] grave,retroceso
[33] retroceso,materia
[33] materia,#dh
[33] #dh,instamos
[32] designaciones,eliminar

Top Word Pairs in Tweet in G8:
[23] historians,humanists
[23] humanists,#dh
[23] #dh,scholars
[23] scholars,ucirvinehistory
[23] ucirvinehistory,hgsa
[23] hgsa,accepting
[23] accepting,submissions
[23] submissions,virtual
[23] virtual,conference
[22] her_storian,historians

Top Word Pairs in Tweet in G9:
[16] seeking,participants
[16] participants,remote
[16] remote,user
[16] user,testing
[16] testing,placepress
[16] placepress,tour
[16] tour,builder
[16] builder,plugin
[16] plugin,developed
[16] developed,cphdh

Top Word Pairs in Tweet in G10:
[26] 14,gobierno
[26] gobierno,sandinista
[26] sandinista,#dh
[26] #dh,#pueblosindigenas
[26] #pueblosindigenas,#pueblosoriginariosyafrodescendientes
[26] #pueblosoriginariosyafrodescendientes,hacen
[25] carlosemiliodh,14
[7] #eua,autoridad
[7] autoridad,política
[7] política,hablar

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@vdhd2021
@stopmaremortum
@wjb_mattingly
@revuehn
@meshs_lille
@ucirvinehistory
@inaimexico
@what_is_dh
@emploicnrs
@cnrs_hdf

Top Mentioned in G1:
@vdhd2021
@realsci_de
@dhdinfo
@galdring
@vdh
@what_is_dh
@heikezett
@julianantke
@elkezinsmeister
@bb

Top Mentioned in G2:
@meshs_lille
@revuehn
@emploicnrs
@cnrs_hdf
@huma_num
@spouyllau
@isidore___
@victoriavicoos
@wjb_mattingly
@labnf

Top Mentioned in G3:
@krulayar
@oxvideos
@mutawa107
@dapain9

Top Mentioned in G4:
@maraolivaphd
@uniofreading
@what_is_dh
@unirdg_research
@roopikarisam
@jamescummings
@galeemea
@scholarslab
@robert_darby17
@uvalibrary

Top Mentioned in G5:
@wjb_mattingly
@opensemsearch
@spacy_io
@mozdevnet
@0jonjo
@edinburghup
@hild_de
@joguldi
@explosion_ai

Top Mentioned in G6:
@stopmaremortum
@davidbondia
@ajbadalona
@elsaltodiario

Top Mentioned in G7:
@inaimexico
@designaciones
@ocnf

Top Mentioned in G8:
@ucirvinehistory
@her_storian
@janaremy
@histcareersuci
@emdigagendas
@owilliamsdc
@dhatsdsu
@jmjafrx
@visualizingpam

Top Mentioned in G9:
@cphdh
@marksouther
@kate_thornhill
@uolibraries
@neh_odh
@uscdornsife
@uscarchaeology
@usclibraries
@usccinema
@usc_emsi

Top Mentioned in G10:
@carlosemiliodh
@erickriosjs
@sicxtoledo

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@chidambara09
@yoshiki7111
@xaelbot
@merv59
@llunavermella
@kulturbolschewi
@codegnuts
@db_bahn
@mundomexico_

Top Tweeters in G1:
@kulturbolschewi
@nzz
@chabis_ch
@miriamkp
@fdmhildesheim
@carolajojo
@spinfocl
@ferli90
@realsci_de
@sminney

Top Tweeters in G2:
@epuujee
@mdrechsler
@infos_hdf
@niche_canada
@damienpetermann
@bne_biblioteca
@martialymartin
@aymericpm
@amarois
@cnrs

Top Tweeters in G3:
@yoshiki7111
@el_clarinete
@wsarai
@laexrana
@shikaeiseishidh
@footnewsbe
@unbnewsroom
@rich_kruse
@pedrocarrillo
@oclaro

Top Tweeters in G4:
@okjetaime
@davidunderdown9
@vivianfrancos
@diana_val
@followlori
@real_person_dh
@j_w_baker
@roopikarisam
@jamescummings
@friede

Top Tweeters in G5:
@xaelbot
@codegnuts
@ricardo_ik_ahau
@women_who_code
@2bftawfik
@devvibesbot
@discovertech3
@ipythonistabot
@epriani
@texttheater

Top Tweeters in G6:
@merv59
@llunavermella
@ejanet15
@athemayst
@bergueda
@carulladaniel
@elsaltodiario
@_maria_dantas_
@putaslibraval
@annaprzrod

Top Tweeters in G7:
@raulpacheco
@normitapc
@puratolvanera
@fergh18
@gemelo54
@nucita0428
@inaimexico
@luciamelp
@benjaminmijares
@jimenacide

Top Tweeters in G8:
@jmjafrx
@samiranadkarni
@nellstra
@katinsatx
@kawulf
@elswafford
@schuyleresprit
@janaremy
@yo_herran
@owilliamsdc

Top Tweeters in G9:
@margymaclibrary
@worldprofessor
@shockingguy
@provatlantic
@nehgov
@blackdigitalhum
@uscdornsife
@ncph
@usclibraries
@lesliemb

Top Tweeters in G10:
@albanah
@kuro_arashi
@bladicalde
@nic_melcocha
@sicxtoledo
@caciquecaonao
@ricardopedroz14
@princesapersa81
@nica_rojaynegra
@porfirioorozco5


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