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data visualization 
a few models 
IML440 Spring 2015 
Professor Virginia Kuhn, PhD
These abstracts and images are drawn from 
previous Honors thesis projects, in which data 
visualization began cropping up over the last 
few years. 
While there is no mandate to include such 
data visualization, it is an increasingly 
important practice with which graduating 
Honors students need familiarity. 
We will look more carefully at these projects 
and the data viz assignment together in class.
Each project begins with the student’s 
name, the project abstract and the 
project URL where applicable and is 
then followed a few screenshots that 
demonstrate the inclusion of visualized 
data.
Lights, Camera, Inaction 
by Nicole Ro 
http://storm.usc.edu/~nro/about.html
http://storm.usc.edu/~nro/about.html
Anonymous Identities 
by Ian Malave 
Over the past decade, the internet has grown at an astounding rate. In 
this time, advertisers have leveraged new technologies to shape the 
online economy and to dramatically strengthen their power. At the 
same time, countless companies have sprung up and begun vying for a 
limited source of advertising dollars, reducing their individual power. In 
turn, these companies have been pressured to adopt new methods of 
tracking users in order to secure advertising funding. Consequently, 
anonymity has become non-existent for internet users, and even more 
significantly, advertisers have begun exploiting their knowledge of users 
to filter what users see online. 
While this data economy has enabled many people to access 
advanced technologies and web platforms for free, they come at a 
cost: Internet users’ activity is helping to shape a future in which 
conglomerates and advertisers dominate and can profoundly impact 
the online economy through small changes. Anonymous Identities 
provides a representative look at the progression of the online economy 
over the past ten years. The project provokes users to think more 
critically about their online identities, and to thoughtfully consider how 
their online activity can help to shape the future of the internet. 
http://ianmalave.com/IML_Thesis/landing.html
Equality < Equity 
by Soo-ah Rho 
This project explores educational disparity in the United States and the 
stark differences between schools in urban and suburban settings. Public 
schools, traditionally funded heavily by local property taxes, continue to 
widen the gap between education quality in high and low poverty 
neighborhoods. By examining how poverty affects a student’s 
education as well as the funding systems of public schools in key states 
such as Illinois and California, Equality < Equity reveals the injustice and 
segregation in the public education system of the United States. 
While many states have undergone substantial reform, they have yet to 
ensure equal and adequate funding. Poorer schools struggle to gain 
state level funding that will make up for the lack of local revenue, but in 
the words of California Governor Jerry Brown, “equal treatment for 
children in unequal situations is not justice,” –nor is it equity. The larger 
problem is that not only do children in urban, high-poverty schools 
receive less funding, they also face challenges that schools are unable 
to address. By juxtaposing the fundamentally unequal funding systems 
with the challenges children in urban areas face, this project will 
highlight an injustice that can no longer be ignored. 
http://storm.usc.edu/~srho/
Tiffany Chen’s overview video re: her thesis 
which blends info viz with physical space: 
https://vimeo.com/53113798 
Kelley Chittendon’s thesis on data privacy in 
Facebook: http://whostolethecookie.net/ 
(see pane 3 for visualizations)

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IML440 Interdisciplinary Thesis, Data Visualization Assignment

  • 1. data visualization a few models IML440 Spring 2015 Professor Virginia Kuhn, PhD
  • 2. These abstracts and images are drawn from previous Honors thesis projects, in which data visualization began cropping up over the last few years. While there is no mandate to include such data visualization, it is an increasingly important practice with which graduating Honors students need familiarity. We will look more carefully at these projects and the data viz assignment together in class.
  • 3. Each project begins with the student’s name, the project abstract and the project URL where applicable and is then followed a few screenshots that demonstrate the inclusion of visualized data.
  • 4. Lights, Camera, Inaction by Nicole Ro http://storm.usc.edu/~nro/about.html
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  • 8. Anonymous Identities by Ian Malave Over the past decade, the internet has grown at an astounding rate. In this time, advertisers have leveraged new technologies to shape the online economy and to dramatically strengthen their power. At the same time, countless companies have sprung up and begun vying for a limited source of advertising dollars, reducing their individual power. In turn, these companies have been pressured to adopt new methods of tracking users in order to secure advertising funding. Consequently, anonymity has become non-existent for internet users, and even more significantly, advertisers have begun exploiting their knowledge of users to filter what users see online. While this data economy has enabled many people to access advanced technologies and web platforms for free, they come at a cost: Internet users’ activity is helping to shape a future in which conglomerates and advertisers dominate and can profoundly impact the online economy through small changes. Anonymous Identities provides a representative look at the progression of the online economy over the past ten years. The project provokes users to think more critically about their online identities, and to thoughtfully consider how their online activity can help to shape the future of the internet. http://ianmalave.com/IML_Thesis/landing.html
  • 9.
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  • 11. Equality < Equity by Soo-ah Rho This project explores educational disparity in the United States and the stark differences between schools in urban and suburban settings. Public schools, traditionally funded heavily by local property taxes, continue to widen the gap between education quality in high and low poverty neighborhoods. By examining how poverty affects a student’s education as well as the funding systems of public schools in key states such as Illinois and California, Equality < Equity reveals the injustice and segregation in the public education system of the United States. While many states have undergone substantial reform, they have yet to ensure equal and adequate funding. Poorer schools struggle to gain state level funding that will make up for the lack of local revenue, but in the words of California Governor Jerry Brown, “equal treatment for children in unequal situations is not justice,” –nor is it equity. The larger problem is that not only do children in urban, high-poverty schools receive less funding, they also face challenges that schools are unable to address. By juxtaposing the fundamentally unequal funding systems with the challenges children in urban areas face, this project will highlight an injustice that can no longer be ignored. http://storm.usc.edu/~srho/
  • 12.
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  • 16. Tiffany Chen’s overview video re: her thesis which blends info viz with physical space: https://vimeo.com/53113798 Kelley Chittendon’s thesis on data privacy in Facebook: http://whostolethecookie.net/ (see pane 3 for visualizations)