#datafeminism, Twitter, 10/23/2020 12:58:23 PM, 238565


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#datafeminism_2020-10-23_05-55-54.xlsx
#datafeminism_2020-10-23_05-55-54.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 23, 2020
Short Description:
#datafeminism via NodeXL https://bit.ly/35vd0Fw
@kanarinka
@laurenfklein
@marika_louise
@yimregister
@nodexl
@ana_valdi
@f_welter
@imlabormitlea
@escoladedados
@mortarasara

Top hashtags:
#datafeminism
#cscw2020
#criticalrefusal
#perspectivadegenero
#datosabiertos

Description:
Description
The graph represents a network of 208 Twitter users whose recent tweets contained "#datafeminism", 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 Friday, 23 October 2020 at 12:57 UTC.

The tweets in the network were tweeted over the 7-day, 14-hour, 57-minute period from Thursday, 15 October 2020 at 15:58 UTC to Friday, 23 October 2020 at 06:55 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 : 208
Unique Edges : 419
Edges With Duplicates : 189
Total Edges : 608
Number of Edge Types : 5
Retweet : 216
Mentions : 97
Replies to : 9
MentionsInRetweet : 234
Tweet : 52
Self-Loops : 55
Reciprocated Vertex Pair Ratio : 0.0668202764976959
Reciprocated Edge Ratio : 0.125269978401728
Connected Components : 14
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 149
Maximum Edges in a Connected Component : 518
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.579858
Graph Density : 0.0107534373838722
Modularity : 0.486823
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 208 Twitter users whose recent tweets contained "#datafeminism", 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 Friday, 23 October 2020 at 12:57 UTC.

The tweets in the network were tweeted over the 7-day, 14-hour, 57-minute period from Thursday, 15 October 2020 at 15:58 UTC to Friday, 23 October 2020 at 06:55 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 : #datafeminism
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:
[28] https://medium.com/data-feminism-lab-mit/announcing-a-beautiful-open-source-zine-template-76d6279831f4
[17] https://data-feminism.mitpress.mit.edu/pub/h1w0nbqp/release/2
[15] https://www.ibi.hu-berlin.de/en/research/Information-management/datafeminism
[15] https://www.ibi.hu-berlin.de/de/forschung/infomanagement/datafeminism
[12] https://docs.google.com/spreadsheets/d/1uAi-Yfq-rJl_cqQaVe9Fv1rLlBJcmEtDpUB0NTOrLAs/edit?usp=sharing
[12] https://twitter.com/ONUMujeres/status/1318511051831463943
[7] https://www.tickettailor.com/events/cdacnetwork/416976
[7] https://www.manifestno.com/
[5] https://medium.com/people-ai-research/q-a-catherine-dignazio-and-lauren-klein-on-data-feminism-b3f6c1516f13
[5] https://www.unlikelytechie.com/post/what-is-data-feminism

Top URLs in Tweet in G1:
[6] https://www.manifestno.com/
[4] https://dl.acm.org/doi/abs/10.1145/3406865.3419014?cookieSet=1
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238258
[3] https://data-feminism.mitpress.mit.edu/pub/h1w0nbqp/release/2
[2] https://twitter.com/niloufar_s/status/1318576857822887937
[2] https://findingada.com/event/online-ethos-lab-materializing-data-with-macrame/
[2] https://medium.com/data-feminism-lab-mit/announcing-a-beautiful-open-source-zine-template-76d6279831f4
[1] https://www.tickettailor.com/events/cdacnetwork/416976
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238414

Top URLs in Tweet in G2:
[2] https://twitter.com/AbiertoDeDiseno/status/1312105072579481600
[2] https://medium.com/data-feminism-lab-mit/announcing-a-beautiful-open-source-zine-template-76d6279831f4
[2] https://data-feminism.mitpress.mit.edu/pub/h1w0nbqp/release/2
[1] https://medium.com/people-ai-research/q-a-catherine-dignazio-and-lauren-klein-on-data-feminism-b3f6c1516f13
[1] https://www.manifestno.com/
[1] https://twitter.com/GCWSatMIT/status/1318902432274042881
[1] https://engage.mit.edu/event/6540731
[1] https://twitter.com/kanarinka/status/1318889878529212420
[1] https://twitter.com/kanarinka/status/1316503265958395906
[1] https://twitter.com/laurenfklein/status/1289215067917938696

Top URLs in Tweet in G3:
[12] https://data-feminism.mitpress.mit.edu/pub/h1w0nbqp/release/2
[6] https://www.tickettailor.com/events/cdacnetwork/416976
[3] https://medium.com/people-ai-research/q-a-catherine-dignazio-and-lauren-klein-on-data-feminism-b3f6c1516f13
[2] https://data-feminism.mitpress.mit.edu/
[2] https://www.instagram.com/p/CGnAWT3DVpT/
[1] https://medium.com/data-feminism-lab-mit/announcing-a-beautiful-open-source-zine-template-76d6279831f4
[1] https://twitter.com/CDACN/status/1319190504303591425

Top URLs in Tweet in G4:
[23] https://medium.com/data-feminism-lab-mit/announcing-a-beautiful-open-source-zine-template-76d6279831f4
[2] https://twitter.com/kanarinka/status/1317994215796867076

Top URLs in Tweet in G5:
[15] https://www.ibi.hu-berlin.de/en/research/Information-management/datafeminism
[15] https://www.ibi.hu-berlin.de/de/forschung/infomanagement/datafeminism
[2] https://twitter.com/IBI_HU/status/1319211053444714497
[1] http://vis4dh.org
[1] https://twitter.com/8urghardt/status/1319338029044170752

Top URLs in Tweet in G6:
[12] https://docs.google.com/spreadsheets/d/1uAi-Yfq-rJl_cqQaVe9Fv1rLlBJcmEtDpUB0NTOrLAs/edit?usp=sharing
[12] https://twitter.com/ONUMujeres/status/1318511051831463943
[2] https://twitter.com/datagenero/status/1316482824711659526

Top URLs in Tweet in G7:
[4] https://www.fr.de/kultur/gesellschaft/joni-seager-frauenatlas-nachrichten-aus-dem-krieg-der-geschlechter-90072530.html

Top URLs in Tweet in G9:
[2] https://escoladedados.org/coda2020/

Top URLs in Tweet in G10:
[3] https://iwda.org.au/can-data-be-feminist/

Top Domains
Top Domains in Tweet in Entire Graph:
[34] twitter.com
[33] medium.com
[30] hu-berlin.de
[22] mit.edu
[12] google.com
[7] tickettailor.com
[7] manifestno.com
[5] nodexlgraphgallery.org
[5] unlikelytechie.com
[4] acm.org

Top Domains in Tweet in G1:
[6] manifestno.com
[5] nodexlgraphgallery.org
[4] acm.org
[3] mit.edu
[2] twitter.com
[2] findingada.com
[2] medium.com
[1] tickettailor.com

Top Domains in Tweet in G2:
[6] twitter.com
[3] medium.com
[3] mit.edu
[1] manifestno.com

Top Domains in Tweet in G3:
[14] mit.edu
[6] tickettailor.com
[4] medium.com
[2] instagram.com
[1] twitter.com

Top Domains in Tweet in G4:
[23] medium.com
[2] twitter.com

Top Domains in Tweet in G5:
[30] hu-berlin.de
[3] twitter.com
[1] vis4dh.org

Top Domains in Tweet in G6:
[14] twitter.com
[12] google.com

Top Domains in Tweet in G7:
[4] fr.de

Top Domains in Tweet in G9:
[2] escoladedados.org

Top Domains in Tweet in G10:
[3] org.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[289] datafeminism
[199] cscw2020
[160] criticalrefusal
[12] perspectivadegenero
[12] datosabiertos
[12] diamundialdelaestadistica
[12] justiciaabierta
[12] datagenero
[7] feministmanifestno
[7] datascience



Top Hashtags in Tweet in G1:
[110] cscw2020
[107] datafeminism
[100] criticalrefusal
[3] uist2020
[3] civictech
[3] cscw
[3] assets2020
[2] nodexl
[2] adalovelaceday
[2] ald20

Top Hashtags in Tweet in G2:
[56] datafeminism
[43] cscw2020
[41] criticalrefusal
[4] womxnswednesday
[4] womenindh
[4] dh
[4] womenalsoknowdh
[4] womenalsoknowcode
[4] dhchallengeprompt
[2] abiertoutopia

Top Hashtags in Tweet in G3:
[31] datafeminism
[21] cscw2020
[19] criticalrefusal
[6] feministmanifestno

Top Hashtags in Tweet in G4:
[25] cscw2020
[25] datafeminism

Top Hashtags in Tweet in G5:
[18] datafeminism
[2] lis

Top Hashtags in Tweet in G6:
[14] datafeminism
[12] perspectivadegenero
[12] datosabiertos
[12] diamundialdelaestadistica
[12] justiciaabierta
[12] datagenero
[2] comunidad
[2] revolucion
[2] evolution

Top Hashtags in Tweet in G7:
[4] frauenatlas
[4] gleichberechtigung
[4] joniseager
[4] kulturwandel
[4] datafeminism

Top Hashtags in Tweet in G8:
[9] datafeminism
[1] algorithms
[1] justice
[1] phd
[1] academia
[1] sts
[1] datascience
[1] findyourvoice
[1] instagramposts
[1] nonbinaryscholar

Top Hashtags in Tweet in G9:
[2] codabr20
[2] datafeminism

Top Hashtags in Tweet in G10:
[3] datafeminism

Top Words
Top Words in Tweet in Entire Graph:
[297] #datafeminism
[201] #cscw2020
[201] data
[160] #criticalrefusal
[76] feminism
[75] principle
[69] power
[48] workshop
[46] work
[40] world

Top Words in Tweet in G1:
[112] #cscw2020
[110] #datafeminism
[100] #criticalrefusal
[84] data
[29] power
[29] refuse
[28] commit
[20] niloufar_s
[19] people
[19] principle

Top Words in Tweet in G2:
[56] #datafeminism
[55] data
[43] #cscw2020
[41] #criticalrefusal
[39] feminism
[38] principle
[36] power
[29] work
[26] world
[19] labor

Top Words in Tweet in G3:
[36] #datafeminism
[32] data
[21] #cscw2020
[19] #criticalrefusal
[18] principle
[18] feminism
[14] challenge
[13] kanarinka
[13] gender
[12] rethink

Top Words in Tweet in G4:
[25] adapperprof
[25] danielarosner
[25] erhardt
[25] #cscw2020
[25] workshop
[25] equitable
[25] participatory
[25] design
[25] #datafeminism
[25] zines

Top Words in Tweet in G5:
[30] information
[18] #datafeminism
[15] save
[15] dates
[15] management
[15] team
[15] ibi
[15] hosting
[15] interactive
[15] workshop

Top Words in Tweet in G6:
[14] #datafeminism
[12] reafirmamos
[12] nuestro
[12] compromiso
[12] recolectar
[12] datos
[12] #perspectivadegenero
[12] nuestros
[12] #datosabiertos
[12] súmate

Top Words in Tweet in G7:
[4] #frauenatlas
[4] thema
[4] #gleichberechtigung
[4] zeigt
[4] wirklich
[4] die
[4] rechte
[4] chancen
[4] frauen
[4] unserer

Top Words in Tweet in G8:
[9] #datafeminism
[8] summarizing
[8] chapter
[8] catherine
[8] d'ignazio
[8] lauren
[8] klein's
[8] data
[8] co
[8] liberation

Top Words in Tweet in G9:
[2] #codabr20
[2] silvanabahia
[2] pretalab
[2] kanarinka
[2] #datafeminism
[2] joana_varon
[2] codingrights
[2] ndiakopoulos
[2] northwestern
[2] university

Top Words in Tweet in G10:
[3] know
[3] data
[3] sexist
[3] leave
[3] experiences
[3] women
[3] girls
[3] feminist
[3] read
[3] iwda

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[149] #datafeminism,#criticalrefusal
[91] #cscw2020,#datafeminism
[76] data,feminism
[58] #criticalrefusal,#cscw2020
[31] equitable,participatory
[31] participatory,design
[30] #cscw2020,workshop
[30] workshop,equitable
[30] design,#datafeminism
[28] today,adapperprof

Top Word Pairs in Tweet in G1:
[89] #datafeminism,#criticalrefusal
[55] #criticalrefusal,#cscw2020
[34] #cscw2020,#datafeminism
[19] data,feminism
[17] critical,refusal
[16] feminist,data
[12] data,practices
[11] #datafeminism,#cscw2020
[11] #cscw2020,#criticalrefusal
[10] commit,entering

Top Word Pairs in Tweet in G2:
[41] #datafeminism,#criticalrefusal
[39] data,feminism
[39] #cscw2020,#datafeminism
[19] labor,visible
[17] world,#cscw2020
[16] power,data
[14] principle,examine
[14] examine,power
[14] feminism,begins
[14] begins,analyzing

Top Word Pairs in Tweet in G3:
[19] #datafeminism,#criticalrefusal
[18] data,feminism
[18] #cscw2020,#datafeminism
[12] principle,rethink
[12] rethink,binaries
[12] binaries,hierarchies
[12] hierarchies,data
[12] feminism,requires
[12] requires,challenge
[12] challenge,gender

Top Word Pairs in Tweet in G4:
[25] #cscw2020,workshop
[25] workshop,equitable
[25] equitable,participatory
[25] participatory,design
[25] design,#datafeminism
[23] today,adapperprof
[23] adapperprof,danielarosner
[23] danielarosner,erhardt
[23] erhardt,ran
[23] ran,#cscw2020

Top Word Pairs in Tweet in G5:
[15] save,dates
[15] dates,information
[15] information,management
[15] management,team
[15] team,ibi
[15] ibi,hosting
[15] hosting,interactive
[15] interactive,workshop
[15] workshop,series
[15] series,topic

Top Word Pairs in Tweet in G6:
[12] reafirmamos,nuestro
[12] nuestro,compromiso
[12] compromiso,recolectar
[12] recolectar,datos
[12] datos,#perspectivadegenero
[12] #perspectivadegenero,nuestros
[12] nuestros,#datosabiertos
[12] #datosabiertos,súmate
[12] súmate,#diamundialdelaestadistica
[12] #diamundialdelaestadistica,#justiciaabierta

Top Word Pairs in Tweet in G7:
[4] #frauenatlas,thema
[4] thema,#gleichberechtigung
[4] #gleichberechtigung,zeigt
[4] zeigt,wirklich
[4] wirklich,die
[4] die,rechte
[4] rechte,chancen
[4] chancen,frauen
[4] frauen,unserer
[4] unserer,welt

Top Word Pairs in Tweet in G8:
[8] summarizing,chapter
[8] chapter,catherine
[8] catherine,d'ignazio
[8] d'ignazio,lauren
[8] lauren,klein's
[8] klein's,#datafeminism
[8] #datafeminism,data
[8] data,co
[8] co,liberation

Top Word Pairs in Tweet in G9:
[2] #codabr20,silvanabahia
[2] silvanabahia,pretalab
[2] pretalab,kanarinka
[2] kanarinka,#datafeminism
[2] #datafeminism,joana_varon
[2] joana_varon,codingrights
[2] codingrights,ndiakopoulos
[2] ndiakopoulos,northwestern
[2] northwestern,university
[2] university,vão

Top Word Pairs in Tweet in G10:
[3] know,data
[3] data,sexist
[3] sexist,leave
[3] leave,experiences
[3] experiences,women
[3] women,girls
[3] girls,feminist
[3] feminist,read
[3] read,iwda
[3] iwda,equal_insights

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kanarinka
@adapperprof
@danielarosner
@erhardt
@mqqt_
@niloufar_s
@laurenfklein
@marika_louise
@schock
@toniasutherland

Top Mentioned in G1:
@niloufar_s
@kanarinka
@marika_louise
@laurenfklein
@toniasutherland
@thebigfiveone
@acm_cscw
@cfiesler
@alexandra__to
@saiphcita

Top Mentioned in G2:
@kanarinka
@laurenfklein
@ladelentes
@abiertodediseno
@adapperprof
@danielarosner
@erhardt
@mqqt_
@niloufar_s
@marika_louise

Top Mentioned in G3:
@kanarinka
@laurenfklein
@schock
@viegasf
@wattenberg
@publicreations
@pubpub
@mitpress
@osfa_11
@adapperprof

Top Mentioned in G4:
@adapperprof
@danielarosner
@erhardt
@mqqt_
@kanarinka

Top Mentioned in G5:
@ibi_hu
@ztirfhtor

Top Mentioned in G7:
@pqfilm
@fidarev
@journalistinnen
@quote_pro
@malisastiftung
@lfrhamburg
@prommer_elli

Top Mentioned in G9:
@silvanabahia
@kanarinka
@joana_varon
@codingrights
@ndiakopoulos

Top Mentioned in G10:
@equal_insights

Top Tweeters
Top Tweeters in Entire Graph:
@fabriciosx
@clancynewyork
@marianoheller
@codeforpdx
@quinonesurquiza
@faulttolerant_
@vivianfrancos
@schock
@osfa_11
@taonf

Top Tweeters in G1:
@faulttolerant_
@vivianfrancos
@profwernimont
@kishonnagray
@brimwats
@andreakgrover
@syardi
@webmz_
@cfiesler
@umsi

Top Tweeters in G2:
@codeforpdx
@proflindascott
@lourdesmunoz
@cheeflo
@estherswilliams
@stargould
@ankehassel
@beverleybmiles
@janetmurray
@abiertodediseno

Top Tweeters in G3:
@clancynewyork
@schock
@osfa_11
@taonf
@triplingual
@brandontlocke
@_lightningfield
@dontyna
@mitpress
@digitaldante

Top Tweeters in G4:
@namhenderson
@charzie01
@kathalbury
@rob_dphillips
@robinketro
@ckohtala
@laura4lano
@debutton
@devin_mb
@erhardt

Top Tweeters in G5:
@ferli90
@bkaden
@libreas
@ildorn
@bib_fobi
@maxi_ki
@bolognalab_hu
@wagnercosima
@georgeckert
@bibliothecarmen

Top Tweeters in G6:
@marianoheller
@quinonesurquiza
@donrudi
@claudiavelezdg
@yasquiroga
@jpcyf10
@martinacantaro
@pablohilaire
@generoyderechou
@anto_mandolesi

Top Tweeters in G7:
@quote_pro
@digiwomenb
@fidarev
@pqfilm
@journalistinnen
@prommer_elli
@yvonnegeister
@lfrhamburg
@malisastiftung

Top Tweeters in G8:
@kirstie_j
@kalelskywalker
@yabellini
@401kmami
@sofiadfranco
@mlmicozzi
@melina__much
@yimregister

Top Tweeters in G9:
@ndiakopoulos
@codingrights
@joana_varon
@escoladedados
@silvanabahia
@mortarasara

Top Tweeters in G10:
@iwda
@che__bishop
@equal_insights


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