Crowdsourcing Gender Diversity

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In this talk, I offered an overview of the history and my current work designing systems to crowdsource gender diversity. Presentation at the Gender Data 4 Change workshop, hosted by the Center for Civic Media, Datakind, and Microsoft in November 2014.

Mídias sociais

MIT Media Lab
civic.mit.edu/users/natematias
@natematias
natematias.com

Images by Lance Weisser, Fabio Grande, Ann Fandrey from The Noun Project
research a system of power that
is assumed to be the norm
design approach
co-design alternative (imperfect) 
data lenses to observe & critique
with data & software, support cooperation
to address & change those structures

Images by Simon Child, Lance Weisser, Luis Prado, Dillon Arloff, from The Noun Project
publishers
The
Public
Powerful
People
&

Ins4tu4ons
Advocacy
Transparency

4
[Jurney, Dorothy Misener (1909-2002), Papers, 1920-1992 (C3904),
The State Historical Society of Missouri, Manuscript Collection-Columbia]

Source: “Who Makes the News?”  
Global Media Monitoring Project

Images by Simon Child, Lance Weisser, Luis Prado, Dillon Arloff, from The Noun Project
algorithms
ci0zen
media
biases
the
crowd
publishers

@objectgroup@natema0as
http://natematias.com/medialab/uknews-gender/

@objectgroup@natema0as
0
25
50
75
100
Content Social
Guardian
Opinion
0
25
50
75
100
Content Social
women both men
Telegraph
Opinion
http://natematias.com/medialab/uknews-gender/

http://www.pbs.org/idealab/2012/08/did-global-voices-use-diverse-sources-on-twitter-for-arab-spring-coverage228/
Who’s Quoted and Mentioned
http://natematias.com/medialab/gv-viewer/
@natema0as

@ireneros@natema0as Adam
Hyland
http://www.theguardian.com/news/datablog/2013/mar/08/data-gender-global-voices

The
Crowd
0%
20%
40%
60%
80%
100%
Women
Men
New
York
Times

Obituaries
Wikipedia
 
Biographies

@natema0as Sophie
Diehl
http://passingon.natematias.com

Replicating “Who Narrates
the World” with MediaCloud  
Pilot Analysis for the Op Ed Project (do not quote)
J. Nathan Matias, Pamela Mishkin, Heather Craig, Sands Fish,  
David Larochelle, Whitney Erin Boesel, Ali Hashmi
DRAFT: NOT PUBLIC

Tools
@natema0as@ireneros Adam
Hyland Bocoup

Open
Gender
Tracker
Interac0ve
API
Explorer 
(montage
of
interface
elements,
ar1cles
men1oning
Beer,
Boston
Globe,
Jan
-‐
March
2013)

MIT Media Lab
text Gender Analysis API
https://github.com/OpenGenderTracking/
Author
Content Overview
Mentioned / Quoted
GET /gender?name = Dan Sinker
POST /content $text = <TEXT>
POST /mentioned $text = <TEXT>
@gaba@natematias

5%
10%
85%
male
female
unknown
Content Gender
Accept

@natema0as
GenderData4Change
@willowbl00

@natema0as@glantzings @yjkogan @schmutzie
app.genderavenger.com
@mstem

Images by Lance Weisser, Fabio Grande, Ann Fandrey from The Noun Project

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Crowdsourcing Gender Diversity

1. MIT Media Lab civic.mit.edu/users/natematias @natematias natematias.com

2. Images by Lance Weisser, Fabio Grande, Ann Fandrey from The Noun Project research a system of power that is assumed to be the norm design approach co-design alternative (imperfect)  data lenses to observe & critique with data & software, support cooperation to address & change those structures

3. Images by Simon Child, Lance Weisser, Luis Prado, Dillon Arloff, from The Noun Project publishers The Public Powerful People & Ins4tu4ons Advocacy Transparency

4. 4 [Jurney, Dorothy Misener (1909-2002), Papers, 1920-1992 (C3904), The State Historical Society of Missouri, Manuscript Collection-Columbia]

5. Source: “Who Makes the News?”   Global Media Monitoring Project

8. Images by Simon Child, Lance Weisser, Luis Prado, Dillon Arloff, from The Noun Project algorithms ci0zen media biases the crowd publishers

9. @objectgroup@natema0as http://natematias.com/medialab/uknews-gender/

10. @objectgroup@natema0as 0 25 50 75 100 Content Social Guardian Opinion 0 25 50 75 100 Content Social women both men Telegraph Opinion http://natematias.com/medialab/uknews-gender/

11. http://www.pbs.org/idealab/2012/08/did-global-voices-use-diverse-sources-on-twitter-for-arab-spring-coverage228/ Who’s Quoted and Mentioned http://natematias.com/medialab/gv-viewer/ @natema0as

12. @ireneros@natema0as Adam Hyland http://www.theguardian.com/news/datablog/2013/mar/08/data-gender-global-voices

13. @natema'as) @dearsarah) Social Media

14. 14

15. 6

16. 16

17. The Crowd 0% 20% 40% 60% 80% 100% Women Men New York Times Obituaries Wikipedia   Biographies

18. @natema0as Sophie Diehl http://passingon.natematias.com

19. @natema0as Sophie Diehl http://passingon.natematias.com

20. @natema0as Sophie Diehl http://passingon.natematias.com

21. @natema0as Sophie Diehl http://passingon.natematias.com

22. Replicating “Who Narrates the World” with MediaCloud   Pilot Analysis for the Op Ed Project (do not quote) J. Nathan Matias, Pamela Mishkin, Heather Craig, Sands Fish,   David Larochelle, Whitney Erin Boesel, Ali Hashmi DRAFT: NOT PUBLIC

23. Tools @natema0as@ireneros Adam Hyland Bocoup

24. Open Gender Tracker Interac0ve API Explorer  (montage of interface elements, ar1cles men1oning Beer, Boston Globe, Jan -‐ March 2013)

25. @malev

26. @jeremybmerrill

27.

28. MIT Media Lab text Gender Analysis API https://github.com/OpenGenderTracking/ Author Content Overview Mentioned / Quoted GET /gender?name = Dan Sinker POST /content $text = <TEXT> POST /mentioned $text = <TEXT> @gaba@natematias

29. Adrienne LaFrance

30. 5% 10% 85% male female unknown Content Gender Accept

31. @natema0as GenderData4Change @willowbl00

32. @natema0as@glantzings @yjkogan @schmutzie app.genderavenger.com @mstem

33. @natema0as DRAFT: DO NOT QUOTE

34. Images by Lance Weisser, Fabio Grande, Ann Fandrey from The Noun Project

35. MIT Media Lab civic.mit.edu/users/natematias @natematias natematias.com