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data visualization 
a few models 
IML440 Spring 2014 
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 2014 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
  • 6.
  • 7.
  • 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.
  • 10.
  • 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.
  • 13.
  • 14.
  • 15.
  • 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)