crowdsourcing gender diversity

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

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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 thatis assumed to be the norm

design approach

co-design alternative (imperfect)data lenses to observe & critique

with data & software, support cooperationto 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

@natema'as) @dearsarah)

Social  Media

14

6

16

The  Crowd

0%

20%

40%

60%

80%

100%

WomenMen

New  York  Times  Obituaries

Wikipedia   Biographies

@natema0as Sophie  Diehl

http://passingon.natematias.com

@natema0as Sophie  Diehl

http://passingon.natematias.com

@natema0as Sophie  Diehl

http://passingon.natematias.com

@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Replicating “Who Narrates the World” with MediaCloud Pilot Analysis for the Op Ed Project (do not quote)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)  

@malev

@jeremybmerrill

MIT Media Lab

text Gender Analysis APIhttps://github.com/OpenGenderTracking/

Author

Content Overview

Mentioned / Quoted

GET /gender?name = Dan Sinker

POST /content $text = <TEXT>

POST /mentioned $text = <TEXT>

@gaba@natematias

Adrienne LaFrance

5%10%

85%

malefemaleunknown

Content Gender

Accept

@natema0as

GenderData4Change

@willowbl00

@natema0as@glantzings @yjkogan @schmutzie

app.genderavenger.com

@mstem

@natema0as

DRAFT: DO NOT QUOTE

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

MIT Media Lab

civic.mit.edu/users/natematias

@natematias

natematias.com