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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 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
Crowdsourcing Gender Diversity
Crowdsourcing Gender Diversity
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%
Women
Men
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Pilot Analysis for the Op Ed Project (do not quote)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
Crowdsourcing Gender Diversity
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
Adrienne LaFrance
5%
10%
85%
male
female
unknown
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
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